diff --git a/data/metrics/events/master/all.csv b/data/metrics/events/master/all.csv index 0a5e4de3..8375e69a 100644 --- a/data/metrics/events/master/all.csv +++ b/data/metrics/events/master/all.csv @@ -810,7 +810,6 @@ actual_audience_size_number_of_participants_in_person,actual_audience_size_numbe 40.0,,2041,,Smeaton CREST Awards - SuperStar Level,['CLE - Creative Learning session'],09 - Smeaton300: Learning programme: Smeaton CREST Awards - SuperStar Level,,,09 - Smeaton300: Learning programme,CLE,['Season 3 - Dreaming'],2023-06-06, 60.0,,2044,,Smeaton CREST Awards - SuperStar Level,['CLE - Creative Learning session'],09 - Smeaton300: Learning programme: Smeaton CREST Awards - SuperStar Level,,,09 - Smeaton300: Learning programme,CLE,['Season 3 - Dreaming'],2023-06-06, 60.0,,2045,,Smeaton CREST Awards - SuperStar Level,['CLE - Creative Learning session'],09 - Smeaton300: Learning programme: Smeaton CREST Awards - SuperStar Level,,,09 - Smeaton300: Learning programme,CLE,['Season 3 - Dreaming'],2023-06-06, -90.0,,2040,,Smeaton CREST Awards - SuperStar Level,['CLE - Creative Learning session'],09 - Smeaton300: Learning programme: Smeaton CREST Awards - SuperStar Level,,,09 - Smeaton300: Learning programme,CLE,['Season 3 - Dreaming'],2023-06-06, 30.0,,1926,,Valley View School sari-making,['CLE - Creative Learning session'],12 - My LEEDS 2023: Valley View School sari-making,,,12 - My LEEDS 2023,CLE,['Season 2 - Playing'],2023-06-06, ,,817,2023-06-07,Leeds Piano Week: One Small Step Tour,['CLE - Creative Learning session'],Creative Learning S2: Leeds Piano Week: One Small Step Tour,,['LS11 6BA'],Creative Learning S2,CLE,['Season 2 - Playing'],2023-06-07,['Beeston and Holbeck'] 25.0,,1642,2023-06-07,Meet Me At The Zone,['CLE - Community Engagement session'],Hidden Stories: Meet Me At The Zone,,['LS17 7HR'],Hidden Stories,,,2023-06-07,['Alwoodley'] @@ -1194,14 +1193,20 @@ actual_audience_size_number_of_participants_in_person,actual_audience_size_numbe 12.0,,626,2023-09-30,Smeaton 300: STEAM Conference ,['CLE - Creative Learning session'],09 - Smeaton300: Learning programme: Smeaton 300: STEAM Conference ,,['LS17 8GS'],09 - Smeaton300: Learning programme,CLE,['Season 3 - Dreaming'],2023-09-30,['Alwoodley'] 1.0,,2105,2023-09-30,Smeaton 300: STEAM Conference ,['CLE - Creative Learning session'],09 - Smeaton300: Learning programme: Smeaton 300: STEAM Conference ,,['LS17 8GS'],09 - Smeaton300: Learning programme,CLE,['Season 3 - Dreaming'],2023-09-30,['Alwoodley'] ,,414,2023-10-31,East Street Arts: R,['Partner Programme - Event'],"East Street Arts, A City Less Grey 2023 - Add Fuel: East Street Arts: R",,,"East Street Arts, A City Less Grey 2023 - Add Fuel",Partner,['Season 3 - Dreaming'],2023-10-01, +224.0,,2218,2023-12-31,Smeaton CREST Awards - Discovery Level,['CLE - Creative Learning session'],09 - Smeaton300: Learning programme: Smeaton CREST Awards - Discovery Level,,,09 - Smeaton300: Learning programme,CLE,['Season 3 - Dreaming'],2023-10-02, +25.0,,2214,2023-12-31,Smeaton CREST Awards - Discovery Level,['CLE - Creative Learning session'],09 - Smeaton300: Learning programme: Smeaton CREST Awards - Discovery Level,,,09 - Smeaton300: Learning programme,CLE,['Season 3 - Dreaming'],2023-10-02, 80.0,,2038,2023-12-31,Smeaton CREST Awards - Discovery Level,['CLE - Creative Learning session'],09 - Smeaton300: Learning programme: Smeaton CREST Awards - Discovery Level,,,09 - Smeaton300: Learning programme,CLE,['Season 3 - Dreaming'],2023-10-02, +350.0,,2215,2023-12-31,Smeaton CREST Awards - Discovery Level,['CLE - Creative Learning session'],09 - Smeaton300: Learning programme: Smeaton CREST Awards - Discovery Level,,,09 - Smeaton300: Learning programme,CLE,['Season 3 - Dreaming'],2023-10-02, +40.0,,2219,2023-12-31,Smeaton CREST Awards - Discovery Level,['CLE - Creative Learning session'],09 - Smeaton300: Learning programme: Smeaton CREST Awards - Discovery Level,,,09 - Smeaton300: Learning programme,CLE,['Season 3 - Dreaming'],2023-10-02, +240.0,,2217,2023-12-31,Smeaton CREST Awards - Discovery Level,['CLE - Creative Learning session'],09 - Smeaton300: Learning programme: Smeaton CREST Awards - Discovery Level,,,09 - Smeaton300: Learning programme,CLE,['Season 3 - Dreaming'],2023-10-02, +240.0,,2216,2023-12-31,Smeaton CREST Awards - Discovery Level,['CLE - Creative Learning session'],09 - Smeaton300: Learning programme: Smeaton CREST Awards - Discovery Level,,,09 - Smeaton300: Learning programme,CLE,['Season 3 - Dreaming'],2023-10-02, 280.0,,2037,2023-12-31,Smeaton CREST Awards - Discovery Level,['CLE - Creative Learning session'],09 - Smeaton300: Learning programme: Smeaton CREST Awards - Discovery Level,,,09 - Smeaton300: Learning programme,CLE,['Season 3 - Dreaming'],2023-10-02, ,,1741,2023-10-03,Community CPD Session - East Workshop 3,['CLE - Community Engagement session'],General CLE: Community CPD Session - East Workshop 3,,['LS9 9LU'],General CLE,,['Season 3 - Dreaming'],2023-10-03,['Burmantofts and Richmond Hill'] 75.0,,1344,2023-10-04,Early Career Music Promoters: CPWM Gig - Amelie Let Leeds Shake ,"['Public Event - Performance', 'CLE - Skills and Talent session']",Skills Development: Early Career Music Promoters: CPWM Gig - Amelie Let Leeds Shake ,,['LS6 1BL'],Skills Development,CLE,['Season 3 - Dreaming'],2023-10-04,['Headingley and Hyde Park'] ,,190,2023-10-05,Exhibition (Preview),['Public Event - Exhibition'],04 - This is a FOREST: Exhibition (Preview),,['LS2 7BT'],04 - This is a FOREST,Produce (Signature),['Season 3 - Dreaming'],2023-10-05,['Little London and Woodhouse'] ,,619,2023-10-05,Kinematic Forest - Dance Activation ,['Public Event - Performance'],02 - Making A Stand: Kinematic Forest - Dance Activation ,,['LS1 2HA'],02 - Making A Stand,Produce (Signature),['Season 3 - Dreaming'],2023-10-05,['Little London and Woodhouse'] 24.0,,2003,2023-10-06,Artist Talk,['Public Event - Talk / Tour'],04 - This is a FOREST: Artist Talk,,['LS2 7BS'],04 - This is a FOREST,Produce (Signature),['Season 3 - Dreaming'],2023-10-06,['Little London and Woodhouse'] -478.0,,192,2023-11-26,Exhibition (Run),['Public Event - Exhibition'],04 - This is a FOREST: Exhibition (Run),,['LS2 7BT'],04 - This is a FOREST,Produce (Signature),['Season 3 - Dreaming'],2023-10-06,['Little London and Woodhouse'] +640.0,,192,2023-11-26,Exhibition (Run),['Public Event - Exhibition'],04 - This is a FOREST: Exhibition (Run),,['LS2 7BT'],04 - This is a FOREST,Produce (Signature),['Season 3 - Dreaming'],2023-10-06,['Little London and Woodhouse'] ,,1749,2023-10-09,Community CPD Session - East Workshop 4,['CLE - Community Engagement session'],General CLE: Community CPD Session - East Workshop 4,,['LS9 9LU'],General CLE,,['Season 3 - Dreaming'],2023-10-09,['Burmantofts and Richmond Hill'] ,,1565,2023-10-11,Light Night 2023 Installation,"['Public Event - Installation', 'Public Event - Large Scale Outdoor Event']",02 - Making A Stand: Light Night 2023 Installation,,['LS1 2HA'],02 - Making A Stand,Partner,['Season 3 - Dreaming'],2023-10-09,['Little London and Woodhouse'] ,,2025,2023-10-20,Sokunge Performance Rehearsals,['Residency / R&D'],06 - National Retrospetive: Sokunge Performance Rehearsals,,,06 - National Retrospetive,Produce (Signature),['Season 3 - Dreaming'],2023-10-09, @@ -1292,16 +1297,18 @@ actual_audience_size_number_of_participants_in_person,actual_audience_size_numbe ,,2132,2023-12-15,Eating the Corn Exchange LSTen Workshops ,"['CLE - Skills and Talent session', 'CLE - Youth Voice session']",Hidden Stories: Eating the Corn Exchange LSTen Workshops ,,['LS10 1NT'],Hidden Stories,CLE,['Season 3 - Dreaming'],2023-10-22,['Hunslet and Riverside'] ,,1901,2023-10-22,MOON PALACE: After Dark Observation Session at Royal Armouries,['Public Event - Installation'],09 - Smeaton300: Moon Palace East Leeds Observatory: MOON PALACE: After Dark Observation Session at Royal Armouries,,['LS10 1LT'],09 - Smeaton300: Moon Palace East Leeds Observatory,Produce (Signature),['Season 3 - Dreaming'],2023-10-22,['Hunslet and Riverside'] ,,1900,2023-10-22,MOON PALACE: Relaxed After Dark Observation Session at Royal Armouries,['Public Event - Installation'],09 - Smeaton300: Moon Palace East Leeds Observatory: MOON PALACE: Relaxed After Dark Observation Session at Royal Armouries,,['LS10 1LT'],09 - Smeaton300: Moon Palace East Leeds Observatory,Produce (Signature),['Season 3 - Dreaming'],2023-10-22,['Hunslet and Riverside'] -,,1756,2023-10-22,MOON PALACE: Relaxed Daytime Observation Session ,['Public Event - Installation'],09 - Smeaton300: Moon Palace East Leeds Observatory: MOON PALACE: Relaxed Daytime Observation Session ,,['LS10 1LT'],09 - Smeaton300: Moon Palace East Leeds Observatory,Produce (Signature),['Season 3 - Dreaming'],2023-10-22,['Hunslet and Riverside'] +95.0,,1756,2023-10-22,MOON PALACE: Relaxed Daytime Observation Session ,['Public Event - Installation'],09 - Smeaton300: Moon Palace East Leeds Observatory: MOON PALACE: Relaxed Daytime Observation Session ,,['LS10 1LT'],09 - Smeaton300: Moon Palace East Leeds Observatory,Produce (Signature),['Season 3 - Dreaming'],2023-10-22,['Hunslet and Riverside'] ,,1844,2023-10-28,Making A Stand: Soundscape by Michael Pinsky,['Public Event - Installation'],02 - Making A Stand: Making A Stand: Soundscape by Michael Pinsky,,,02 - Making A Stand,Produce (Signature),,2023-10-22, ,,2026,,,,: ,,,,,,2023-10-22, ,,2012,2023-10-23,LBU - Dance Rehearsal Kinematic Forest,,02 - Making A Stand: LBU - Dance Rehearsal Kinematic Forest,,,02 - Making A Stand,,,2023-10-23, ,,1899,2023-10-24,MOON PALACE: After Dark Observation Session with Audio Description ,['Public Event - Installation'],09 - Smeaton300: Moon Palace East Leeds Observatory: MOON PALACE: After Dark Observation Session with Audio Description ,,,09 - Smeaton300: Moon Palace East Leeds Observatory,Produce (Signature),['Season 3 - Dreaming'],2023-10-24, ,,1755,2023-10-24,MOON PALACE: After Dark Observation Session with BSL,['Public Event - Installation'],09 - Smeaton300: Moon Palace East Leeds Observatory: MOON PALACE: After Dark Observation Session with BSL,,,09 - Smeaton300: Moon Palace East Leeds Observatory,Produce (Signature),['Season 3 - Dreaming'],2023-10-24, -,,1389,2023-10-24,MOON PALACE: Daytime Observation Session at The Leeds Society for Deaf and Blind People Centre,['Public Event - Installation'],09 - Smeaton300: Moon Palace East Leeds Observatory: MOON PALACE: Daytime Observation Session at The Leeds Society for Deaf and Blind People Centre,,,09 - Smeaton300: Moon Palace East Leeds Observatory,Produce (Signature),['Season 3 - Dreaming'],2023-10-24, -,,1707,2023-10-24,Smeaton300 Talks: Who Built Leeds? - panel talk [date tbc],['Public Event - Talk / Tour'],09 - Smeaton300: Talks and Discussions: Smeaton300 Talks: Who Built Leeds? - panel talk [date tbc],,['LS1 3AB'],09 - Smeaton300: Talks and Discussions,Produce (Signature),['Season 3 - Dreaming'],2023-10-24,['Little London and Woodhouse'] +20.0,,1389,2023-10-24,MOON PALACE: Daytime Observation Session at The Leeds Society for Deaf and Blind People Centre,['Public Event - Installation'],09 - Smeaton300: Moon Palace East Leeds Observatory: MOON PALACE: Daytime Observation Session at The Leeds Society for Deaf and Blind People Centre,,,09 - Smeaton300: Moon Palace East Leeds Observatory,Produce (Signature),['Season 3 - Dreaming'],2023-10-24, +,,1707,2023-10-24,Smeaton300 Talks: Engineering Leeds : How African Caribbean Men and Women helped to shape engineering post war in Leeds,['Public Event - Talk / Tour'],09 - Smeaton300: Talks and Discussions: Smeaton300 Talks: Engineering Leeds : How African Caribbean Men and Women helped to shape engineering post war in Leeds,,['LS1 3AB'],09 - Smeaton300: Talks and Discussions,Produce (Signature),['Season 3 - Dreaming'],2023-10-24,['Little London and Woodhouse'] ,,1750,2023-10-25,Community CPD Session - South Workshop 4,['CLE - Community Engagement session'],General CLE: Community CPD Session - South Workshop 4,,['LS11 6RD'],General CLE,CLE,['Season 3 - Dreaming'],2023-10-25,['Hunslet and Riverside'] ,,1692,,Could There Be Another David Oluwale? ,['Public Event - Talk / Tour'],06 - National Retrospetive: Could There Be Another David Oluwale? ,,['LS1 3HE'],06 - National Retrospetive,CLE,['Season 3 - Dreaming'],2023-10-25,['Little London and Woodhouse'] ,,2051,2023-10-25,Leeds Art Gallery: Youth Twilight Takeover,,General CLE: Leeds Art Gallery: Youth Twilight Takeover,,['LS1 3AA'],General CLE,,,2023-10-25,['Little London and Woodhouse'] ,,1799,2023-10-25,Leeds Art Gallery: Youth Twilight Takeover,"['CLE - Creative Learning session', 'Public Event - Performance']",Creative Learning S3: Leeds Art Gallery: Youth Twilight Takeover,,['LS1 3AA'],Creative Learning S3,CLE,['Season 3 - Dreaming'],2023-10-25,['Little London and Woodhouse'] ,,325,2023-10-26,"Peter Spafford, Unsung Sports",['Partner Programme - Event'],"Peter Spafford & Space2, Unsung Sports: Peter Spafford, Unsung Sports",,,"Peter Spafford & Space2, Unsung Sports",Partner,['Season 3 - Dreaming'],2023-10-25, +,,1216,2023-10-26,Children's Book Awards: Presentation Evening,"['CLE - Creative Learning session', 'Public Event - Talk / Tour']",Creative Learning S3: Children's Book Awards: Presentation Evening,,['LS11 0ES'],Creative Learning S3,CLE,['Season 3 - Dreaming'],2023-10-26,['Beeston and Holbeck'] +,,618,2023-10-26,Creative Writing Session - Alison Taft,['Public Event - Performance'],02 - Making A Stand: Creative Writing Session - Alison Taft,,['LS1 2HA'],02 - Making A Stand,Produce (Signature),['Season 3 - Dreaming'],2023-10-26,['Little London and Woodhouse'] diff --git a/data/metrics/events/partner-events/events.csv b/data/metrics/events/partner-events/events.csv index db56ac86..ebda00e5 100644 --- a/data/metrics/events/partner-events/events.csv +++ b/data/metrics/events/partner-events/events.csv @@ -206,3 +206,4 @@ Songs for No One - part of transform,2023-10-21,, Spooky Shakespeare Suitcase Theatre,2023-10-21,2023-10-21, The DOMA Annual Lecture: Could There Be Another David Oluwale? ,2023-10-25,, Unsung Sports 2023,2023-10-25,2023-10-25,E05011388 +Jamie Jones-Buchanan: Culture and Sport,2023-10-26,, diff --git a/data/metrics/events/tickets/orders.csv b/data/metrics/events/tickets/orders.csv index e6d93631..6eff5b81 100644 --- a/data/metrics/events/tickets/orders.csv +++ b/data/metrics/events/tickets/orders.csv @@ -5296,3 +5296,22 @@ created_at,event_id,event_date,number_of_tickets,ward_code 2023-10-25 22:16:45,ev_2669616,2023-11-23,3,E05011403 2023-10-25 22:25:27,ev_2669616,2023-11-23,1,E05011397 2023-10-25 23:09:08,ev_2669616,2023-11-23,1,E05011403 +2023-10-26 07:35:07,ev_3074636,2023-11-24,1,E05011403 +2023-10-26 09:21:47,ev_2905326,2023-10-31,1,E05011403 +2023-10-26 10:12:33,ev_3048970,2023-12-22,2,E05013812 +2023-10-26 10:15:38,ev_2912459,2023-11-04,2,E05010055 +2023-10-26 10:18:18,ev_3073624,2023-12-04,1,E05011403 +2023-10-26 10:24:49,ev_3045586,2023-11-02,2,E05010055 +2023-10-26 10:53:32,ev_2912459,2023-11-04,3,E05011390 +2023-10-26 12:02:39,ev_3073624,2023-12-04,1,E05011413 +2023-10-26 13:10:42,ev_2994145,2023-12-27,6,E05011390 +2023-10-26 13:17:01,ev_2963290,2023-12-05,1,E05011547 +2023-10-26 13:49:55,ev_3073624,2023-12-04,1,E05011409 +2023-10-26 14:33:30,ev_3074636,2023-11-24,1,E05011399 +2023-10-26 15:06:00,ev_2963290,2023-12-05,1,E05011384 +2023-10-26 15:23:11,ev_3073624,2023-12-04,1,E05012841 +2023-10-26 15:42:20,ev_3073624,2023-12-04,1,E05011390 +2023-10-26 19:04:33,ev_3073624,2023-12-04,2,E05011403 +2023-10-26 19:10:07,ev_3134528,2023-10-30,3,E05011390 +2023-10-26 20:33:12,ev_3048970,2023-12-22,2,E05012647 +2023-10-26 22:04:37,ev_3074636,2023-11-24,1,E05013646 diff --git a/data/metrics/schools/schools_events.csv b/data/metrics/schools/schools_events.csv index 12576112..0d260e03 100644 --- a/data/metrics/schools/schools_events.csv +++ b/data/metrics/schools/schools_events.csv @@ -162,7 +162,6 @@ date,event_name,project_type,project_name,venue_wards,venue_postcodes,schools,wa 2023-03-29,Leeds International Piano Competition Concerts for KS2: Crossgates,CLE,Creative Learning S1,['Little London and Woodhouse'],['LS2 3AD'],['Cross Gates Primary School'],['Cross Gates and Whinmoor'],,60.0,60.0,0.0,1 2023-03-31,Waking the Artist at Chapel Allerton Primary,CLE,01 - The Awakening,['Chapel Allerton'],['LS7 3PD'],['Chapel Allerton Primary School'],['Chapel Allerton'],['LS7 3PD'],60.0,60.0,0.0,1 2023-04-16,Waking the Artist at Beechwood Primary School,CLE,01 - The Awakening,['Killingbeck and Seacroft'],['LS14 6QB'],['Beechwood Primary School'],['Killingbeck and Seacroft'],,56.0,56.0,0.0,1 -2023-04-17,Under Our Feet (Schools Programme),Produce (Signature),04 - This is a FOREST,,,['Primley Wood Primary School'],['Alwoodley '],,0.0,0.0,0.0,1 2023-04-17,Under Our Feet (Schools Programme),Produce (Signature),04 - This is a FOREST,,,['St Patrick Catholic Primary School'],['Burmantofts and Richmond Hill '],,0.0,0.0,0.0,1 2023-04-17,Under Our Feet (Schools Programme),Produce (Signature),04 - This is a FOREST,,,['Holy Name Catholic Voluntary Academy'],['Weetwood '],,0.0,0.0,0.0,1 2023-04-17,Under Our Feet (Schools Programme),Produce (Signature),04 - This is a FOREST,,,['Hunslet Carr Primary School'],['Hunslet and Riverside'],,0.0,0.0,0.0,1 @@ -172,6 +171,7 @@ date,event_name,project_type,project_name,venue_wards,venue_postcodes,schools,wa 2023-04-17,Schools Workshop,,07 - Children's Day,,,['Cottingley Primary Academy'],['Beeston and Holbeck'],,30.0,30.0,0.0,1 2023-04-17,Schools Workshop,,07 - Children's Day,,,['Armley Park Primary School'],['Armley'],,60.0,60.0,0.0,1 2023-04-17,Schools Workshop,,07 - Children's Day,,,['The New Bewerley Community Primary School'],['Beeston and Holbeck'],,60.0,60.0,0.0,1 +2023-04-17,Under Our Feet (Schools Programme),Produce (Signature),04 - This is a FOREST,,,['Primley Wood Primary School'],['Alwoodley '],,0.0,0.0,0.0,1 2023-04-17,Schools Workshop,,07 - Children's Day,,,"[""St Philip's Catholic Primary School""]",['Middleton Park '],,31.0,31.0,0.0,1 2023-04-17,Springbank School sari-making,CLE,12 - My LEEDS 2023,,,['Farsley Springbank Primary School'],['Calverley and Farsley'],,30.0,30.0,0.0,1 2023-04-17,School grant - Thorpe Primary School,CLE,12 - My LEEDS 2023,,,['Thorpe Primary School'],['Ardsley and Robin Hood'],,220.0,220.0,0.0,1 @@ -207,64 +207,64 @@ date,event_name,project_type,project_name,venue_wards,venue_postcodes,schools,wa 2023-04-17,School grant - Pudsey Bolton Royd Primary School,CLE,12 - My LEEDS 2023,,,['Meadowfield Primary School'],['Temple Newsam '],,468.0,468.0,0.0,1 2023-04-17,Schools Workshop,,07 - Children's Day,,,['Southroyd Primary and Nursery School'],['Pudsey'],,56.0,56.0,0.0,1 2023-04-17,School grant - Mount St Mary's Catholic High School,CLE,12 - My LEEDS 2023,,,['Meadowfield Primary School'],['Temple Newsam '],,480.0,480.0,0.0,1 -2023-04-17,School grant - Adel Primary School,CLE,12 - My LEEDS 2023,,,['Adel Primary School'],['Adel and Wharfedale'],,330.0,330.0,0.0,1 -2023-04-17,School grant - Alder Tree Primary School,CLE,12 - My LEEDS 2023,,,['Alder Tree Primary Academy'],['Chapel Allerton'],,300.0,300.0,0.0,1 -2023-04-17,School grant - Allerton CE Primary School,CLE,12 - My LEEDS 2023,,,['Allerton CofE Primary School'],['Alwoodley'],,709.0,709.0,0.0,1 -2023-04-17,School grant - Allerton High School,CLE,12 - My LEEDS 2023,,,['Allerton High School'],['Moortown '],['LS17 7AG'],300.0,300.0,0.0,1 -2023-04-17,Adel St John Primary mural,CLE,12 - My LEEDS 2023,,,['Adel St John the Baptist Church of England Primary School'],['Adel and Wharfedale'],,30.0,30.0,0.0,1 +2023-04-17,School grant - Cross Gates Primary School,CLE,12 - My LEEDS 2023,,,['Cross Gates Primary School'],['Cross Gates and Whinmoor'],,266.0,266.0,0.0,1 +2023-04-17,School grant - Christ the King Catholic Primary School,CLE,12 - My LEEDS 2023,,,"['Christ The King Catholic Primary School, A Voluntary Academy']",['Bramley and Stanningley'],,150.0,150.0,0.0,1 +2023-04-17,Holy Name Primary mural,CLE,12 - My LEEDS 2023,,,['Holy Name Catholic Voluntary Academy'],['Weetwood '],,30.0,30.0,0.0,1 2023-04-17,Adel Primary mural,CLE,12 - My LEEDS 2023,,,['Adel Primary School'],['Adel and Wharfedale'],,31.0,31.0,0.0,1 +2023-04-17,Iveson Primary mural,CLE,12 - My LEEDS 2023,,,['Iveson Primary School'],['Weetwood '],,30.0,30.0,0.0,1 +2023-04-17,Adel St John Primary mural,CLE,12 - My LEEDS 2023,,,['Adel St John the Baptist Church of England Primary School'],['Adel and Wharfedale'],,30.0,30.0,0.0,1 +2023-04-17,School grant - East SILC Whitkirk Partnership,CLE,12 - My LEEDS 2023,,,['Whitkirk Primary School'],['Bramley and Stanningley'],,500.0,500.0,0.0,1 +2023-04-17,Bramhope Primary mural,CLE,12 - My LEEDS 2023,,,['Bramhope Primary School'],['Adel and Wharfedale'],,48.0,48.0,0.0,1 +2023-04-17,School grant - Allerton CE Primary School,CLE,12 - My LEEDS 2023,,,['Allerton CofE Primary School'],['Alwoodley'],,709.0,709.0,0.0,1 +2023-04-17,School grant - Alder Tree Primary School,CLE,12 - My LEEDS 2023,,,['Alder Tree Primary Academy'],['Chapel Allerton'],,300.0,300.0,0.0,1 +2023-04-17,School grant - Adel Primary School,CLE,12 - My LEEDS 2023,,,['Adel Primary School'],['Adel and Wharfedale'],,330.0,330.0,0.0,1 +2023-04-17,School grant - Aberford CE Primary School,CLE,12 - My LEEDS 2023,,,['Aberford Church of England Voluntary Controlled Primary School'],['Harewood'],,108.0,108.0,0.0,1 2023-04-17,Calverley Parkside School sari-making,CLE,12 - My LEEDS 2023,,,['Calverley Parkside Primary School'],['Calverley and Farsley'],,30.0,30.0,0.0,1 -2023-04-17,Ralph Thoresby High mural,CLE,12 - My LEEDS 2023,,,['Iveson Primary School'],['Weetwood '],,12.0,12.0,0.0,1 2023-04-17,Cookridge Primary mural,CLE,12 - My LEEDS 2023,,,['Cookridge Primary School'],['Weetwood '],['LS16 7DH'],4.0,4.0,0.0,1 -2023-04-17,School grant - Carr Manor Community School,CLE,12 - My LEEDS 2023,,,['Carr Manor Community School'],['Moortown '],['LS17 5DJ'],100.0,100.0,0.0,1 -2023-04-17,School grant - Aberford CE Primary School,CLE,12 - My LEEDS 2023,,,['Aberford Church of England Voluntary Controlled Primary School'],['Harewood'],,108.0,108.0,0.0,1 -2023-04-17,School grant - Cross Gates Primary School,CLE,12 - My LEEDS 2023,,,['Cross Gates Primary School'],['Cross Gates and Whinmoor'],,266.0,266.0,0.0,1 -2023-04-17,School grant - East SILC Whitkirk Partnership,CLE,12 - My LEEDS 2023,,,['Whitkirk Primary School'],['Bramley and Stanningley'],,500.0,500.0,0.0,1 +2023-04-17,School grant - Allerton High School,CLE,12 - My LEEDS 2023,,,['Allerton High School'],['Moortown '],['LS17 7AG'],300.0,300.0,0.0,1 2023-04-17,School grant - Grimes Dyke Primary School,CLE,12 - My LEEDS 2023,,,['Cross Gates Primary School'],['Cross Gates and Whinmoor'],,238.0,238.0,0.0,1 -2023-04-17,School grant - Christ the King Catholic Primary School,CLE,12 - My LEEDS 2023,,,"['Christ The King Catholic Primary School, A Voluntary Academy']",['Bramley and Stanningley'],,150.0,150.0,0.0,1 -2023-04-17,Iveson Primary mural,CLE,12 - My LEEDS 2023,,,['Iveson Primary School'],['Weetwood '],,30.0,30.0,0.0,1 +2023-04-17,School grant - Carr Manor Community School,CLE,12 - My LEEDS 2023,,,['Carr Manor Community School'],['Moortown '],['LS17 5DJ'],100.0,100.0,0.0,1 +2023-04-17,Holy Trinity Primary mural,CLE,12 - My LEEDS 2023,,,"['Holy Trinity Church of England Academy, Rothwell']",['Rothwell'],['LS26 0NB'],41.0,41.0,0.0,1 2023-04-17,School grant - Meadowfield Primary School,CLE,12 - My LEEDS 2023,,,['Meadowfield Primary School'],['Temple Newsam '],,480.0,480.0,0.0,1 2023-04-17,School grant - Lighthouse School,CLE,12 - My LEEDS 2023,,,['Lighthouse School Leeds'],['Weetwood '],,183.0,183.0,0.0,1 2023-04-17,School grant - Leeds Teaching Hospitals,CLE,12 - My LEEDS 2023,,,['Leeds Teaching Hospitals'],,,100.0,100.0,0.0,1 2023-04-17,School grant - Lawnswood School,CLE,12 - My LEEDS 2023,,,['Lawnswood School'],['Weetwood '],['LS16 5AG'],400.0,400.0,0.0,1 2023-04-17,School grant - Kirkstall Valley Primary School,CLE,12 - My LEEDS 2023,,,['Kirkstall Valley Primary School'],['Kirkstall'],,400.0,400.0,0.0,1 2023-04-17,School grant - Kirkstall St Stephen's CE Primary,CLE,12 - My LEEDS 2023,,,"[""Kirkstall St Stephen's Church of England (VA) Primary School""]",['Kirkstall'],,205.0,205.0,0.0,1 -2023-04-17,School grant - Kerr Mackie Primary School,CLE,12 - My LEEDS 2023,,,['Kerr Mackie Primary School'],['Roundhay'],,464.0,464.0,0.0,1 -2023-04-17,Bramhope Primary mural,CLE,12 - My LEEDS 2023,,,['Bramhope Primary School'],['Adel and Wharfedale'],,48.0,48.0,0.0,1 -2023-04-17,School grant - Horsforth Newlaithes Primary School,CLE,12 - My LEEDS 2023,,,['Horsforth Newlaithes Primary School'],['Horsforth'],,420.0,420.0,0.0,1 +2023-04-17,Ralph Thoresby High mural,CLE,12 - My LEEDS 2023,,,['Iveson Primary School'],['Weetwood '],,12.0,12.0,0.0,1 2023-04-17,Ireland Wood Primary mural,CLE,12 - My LEEDS 2023,,,['Ireland Wood Primary School'],['Weetwood '],,46.0,46.0,0.0,1 -2023-04-17,Holy Trinity Primary mural,CLE,12 - My LEEDS 2023,,,"['Holy Trinity Church of England Academy, Rothwell']",['Rothwell'],['LS26 0NB'],41.0,41.0,0.0,1 2023-04-17,School grant - Home Education,CLE,12 - My LEEDS 2023,,,['Home learners'],,,45.0,45.0,0.0,1 -2023-04-17,Holy Name Primary mural,CLE,12 - My LEEDS 2023,,,['Holy Name Catholic Voluntary Academy'],['Weetwood '],,30.0,30.0,0.0,1 +2023-04-17,School grant - Kerr Mackie Primary School,CLE,12 - My LEEDS 2023,,,['Kerr Mackie Primary School'],['Roundhay'],,464.0,464.0,0.0,1 +2023-04-17,School grant - Horsforth Newlaithes Primary School,CLE,12 - My LEEDS 2023,,,['Horsforth Newlaithes Primary School'],['Horsforth'],,420.0,420.0,0.0,1 2023-04-20,Waking the Artist at Home School,CLE,01 - The Awakening,,,['East SILC John Jamieson'],['Roundhay'],,15.0,15.0,0.0,1 2023-04-25,Waking the Artist at Victoria Primary Academy,CLE,01 - The Awakening,['Cross Gates and Whinmoor'],['LS14 1EG'],"[""Whinmoor St Paul's Church of England Primary School""]",['Armley'],,60.0,60.0,0.0,1 2023-04-26,Essentials of Youth Voice (Hosted by LeedsCEP),,Creative Learning S2,['Little London and Woodhouse'],['LS1 3HE'],,,,19.0,19.0,0.0,0 2023-05-02,CREST Award Teacher Consultation Sessions,Produce (Signature),09 - Smeaton300: Learning programme,['Hunslet and Riverside'],['LS10 1NE'],,,,0.0,0.0,0.0,0 -2023-05-09,School Day: Lane End Primary,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Lane End Primary School'],['Beeston and Holbeck'],,30.0,30.0,0.0,1 +2023-05-09,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Moortown'],['LS6 4LD'],['Co-op Beckfield'],,,0.0,0.0,0.0,1 2023-05-09,School Day: Moor Allerton Hall Primary,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Moor Allerton Hall Primary School'],['Moortown'],,45.0,45.0,0.0,1 +2023-05-09,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Alwoodley'],['LS17 5ES'],"[""St Paul's Catholic Primary School, a Voluntary Academy""]",['Alwoodley'],,0.0,0.0,0.0,1 +2023-05-09,School Day: Lane End Primary,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Lane End Primary School'],['Beeston and Holbeck'],,30.0,30.0,0.0,1 +2023-05-09,School Day: IQRA Academy Primary,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['IQRA Academy Primary'],,['BD8 8DA'],45.0,45.0,0.0,1 2023-05-09,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Otley and Yeadon'],['LS21 1DF'],['Otley All Saints CofE Primary School'],['Otley and Yeadon'],,0.0,0.0,0.0,1 -2023-05-09,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Moortown'],['LS6 4LD'],['Co-op Beckfield'],,,0.0,0.0,0.0,1 2023-05-09,School Day: Greenmount Primary,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Greenmount Primary School'],['Beeston and Holbeck'],,60.0,60.0,0.0,1 -2023-05-09,School Day: IQRA Academy Primary,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['IQRA Academy Primary'],,['BD8 8DA'],45.0,45.0,0.0,1 -2023-05-09,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Alwoodley'],['LS17 5ES'],"[""St Paul's Catholic Primary School, a Voluntary Academy""]",['Alwoodley'],,0.0,0.0,0.0,1 -2023-05-10,School Day: Temple Learning Academy,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Temple Learning Academy'],['Temple Newsam '],,60.0,60.0,0.0,1 2023-05-10,School Day: Allerton CE Primary School,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Allerton CofE Primary School'],['Alwoodley'],,90.0,90.0,0.0,1 +2023-05-10,School Day: Temple Learning Academy,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Temple Learning Academy'],['Temple Newsam '],,60.0,60.0,0.0,1 2023-05-10,School Day: Whinmoor St Paul's C of E,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],"[""Whinmoor St Paul's Church of England Primary School""]",['Armley'],,34.0,34.0,0.0,1 +2023-05-11,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Weetwood'],['LS16 6NF'],['Co-op Beckfield'],,,0.0,0.0,0.0,1 2023-05-11,School Day: Royds Hall,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Royds Hall'],,['HD3 4HA'],30.0,30.0,0.0,1 2023-05-11,School Day: Leeds City Academy,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Leeds City Academy'],['Headingley and Hyde Park'],['LS6 2LG'],30.0,30.0,0.0,1 -2023-05-11,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Weetwood'],['LS16 6NF'],['Co-op Beckfield'],,,0.0,0.0,0.0,1 2023-05-11,School Day: The Halifax Academy,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['The Halifax Academy'],,,50.0,50.0,0.0,1 -2023-05-12,School Day: Todmorden High School,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Todmorden High School'],,['OL14 7DG'],60.0,60.0,0.0,1 -2023-05-12,School Day: Tong Leadership Academy,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Tong Leadership Academy'],,['BD4 6NR'],30.0,30.0,0.0,1 2023-05-12,School Day: Netherhall Learning Campus,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Netherhall Learning Campus'],,['HD5 9PG'],45.0,45.0,0.0,1 -2023-05-12,School Day: Thornhill Community Academy,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Thornhill Community Academy'],,['WF12 0HE'],31.0,31.0,0.0,1 2023-05-12,School Day: Halifax Grammar School,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['North Halifax Grammar School'],,['HX2 9SU'],14.0,14.0,0.0,1 +2023-05-12,School Day: Tong Leadership Academy,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Tong Leadership Academy'],,['BD4 6NR'],30.0,30.0,0.0,1 +2023-05-12,School Day: Todmorden High School,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Todmorden High School'],,['OL14 7DG'],60.0,60.0,0.0,1 +2023-05-12,School Day: Thornhill Community Academy,CLE,05 - The Barn,['Headingley and Hyde Park'],['LS6 2UZ'],['Thornhill Community Academy'],,['WF12 0HE'],31.0,31.0,0.0,1 2023-05-16,The Space Digital Interactive Playspace (school workshops),Produce (Signature),05 - The Barn,,,['Trinity Academy Leeds'],['Burmantofts and Richmond Hill '],['LS9 7QL'],4.0,4.0,0.0,1 2023-05-16,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Farnley and Wortley'],['LS12 5LA'],['Co-op Beckfield'],,,0.0,0.0,0.0,1 2023-05-16,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Armley'],['LS12 1SF'],['St Bartholomews'],['Armley'],,0.0,0.0,0.0,1 2023-05-16,The Space Digital Interactive Playspace ,Produce (Signature),05 - The Barn,,,,,,128.0,128.0,0.0,0 -2023-05-17,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Cross Gates and Whinmoor'],['LS15 8JH'],['Manston St James Primary Academy'],['Cross Gates and Whinmoor'],,0.0,0.0,0.0,1 2023-05-17,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,,['BD4 8ER'],['Co-op Beckfield'],,,0.0,0.0,0.0,1 +2023-05-17,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Cross Gates and Whinmoor'],['LS15 8JH'],['Manston St James Primary Academy'],['Cross Gates and Whinmoor'],,0.0,0.0,0.0,1 2023-05-17,P.L.A.Y Day Research Workshop with LEEDS 2023,CLE,Creative Learning S2,['Headingley and Hyde Park'],['LS6 2UZ'],,,,47.0,47.0,0.0,0 2023-05-18,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Bramley and Stanningley'],['LS13 1DQ'],['Summerfield PS'],['Bramley and Stanningley'],,0.0,0.0,0.0,1 2023-05-22,Saturday Town School Workshops: Pudsey Grammar,CLE,Creative Learning S2,,,['Notre Dame Catholic Sixth Form College'],['Little London and Woodhouse'],,22.0,22.0,0.0,1 @@ -276,84 +276,83 @@ date,event_name,project_type,project_name,venue_wards,venue_postcodes,schools,wa 2023-05-22,Saturday Town School Workshops: Guiseley School,CLE,Creative Learning S2,,,['Notre Dame Catholic Sixth Form College'],['Little London and Woodhouse'],,24.0,24.0,0.0,1 2023-05-22,Saturday Town School Workshops: Getaway Girls,CLE,Creative Learning S2,,,['Notre Dame Catholic Sixth Form College'],['Little London and Woodhouse'],,12.0,12.0,0.0,1 2023-05-22,Saturday Town School Workshops: Cockburn School,CLE,Creative Learning S2,,,['Notre Dame Catholic Sixth Form College'],['Little London and Woodhouse'],,26.0,26.0,0.0,1 +2023-06-06,Rosebank Primary School Bhangra Dance Performance,CLE,12 - My LEEDS 2023,,,['Rosebank Primary School'],['Little London and Woodhouse'],,15.0,15.0,0.0,1 2023-06-06,Valley View School sari-making,CLE,12 - My LEEDS 2023,,,['Valley View Community Primary School'],['Bramley and Stanningley'],,30.0,30.0,0.0,1 2023-06-06,Schools Workshop,,07 - Children's Day,,,"[""Rothwell St Mary's RC Primary School""]",['Rothwell'],,11.0,11.0,0.0,1 2023-06-06,Schools Workshop,,07 - Children's Day,,,['Our Lady of Good Counsel Catholic Primary School'],['Killingbeck and Seacroft'],,30.0,30.0,0.0,1 2023-06-06,Pool Primary mural,CLE,12 - My LEEDS 2023,,,['Pool-in-Wharfedale Church of England Voluntary Controlled Primary School'],['Adel and Wharfedale'],['LS21 1LG'],30.0,30.0,0.0,1 -2023-06-06,Smeaton CREST Awards - SuperStar Level,CLE,09 - Smeaton300: Learning programme,,,['Strawberry Fields Primary School'],['Garforth and Swillington'],['LS25 1LL'],90.0,90.0,0.0,1 -2023-06-06,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Morley South'],['LS27 0AW'],['Fountain Primary School'],['Morley South'],,0.0,0.0,0.0,1 -2023-06-06,Smeaton CREST Awards - SuperStar Level,CLE,09 - Smeaton300: Learning programme,,,"['St Francis Catholic Primary School, Morley']",['Morley South'],,40.0,40.0,0.0,1 -2023-06-06,Rosebank Primary School Bhangra Dance Performance,CLE,12 - My LEEDS 2023,,,['Rosebank Primary School'],['Little London and Woodhouse'],,15.0,15.0,0.0,1 -2023-06-06,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Middleton Park'],['LS10 4QE'],['Sharp Lane Primary School'],['Middleton Park '],,0.0,0.0,0.0,1 +2023-06-06,Smeaton CREST Awards - SuperStar Level,CLE,09 - Smeaton300: Learning programme,,,['Morley Victoria Primary School'],['Morley North '],,15.0,15.0,0.0,1 2023-06-06,Smeaton CREST Awards - SuperStar Level,CLE,09 - Smeaton300: Learning programme,,,['Fieldhead Carr Primary School'],['Cross Gates and Whinmoor'],,60.0,60.0,0.0,1 2023-06-06,Smeaton CREST Awards - SuperStar Level,CLE,09 - Smeaton300: Learning programme,,,['Whingate Primary School'],['Wetherby'],,60.0,60.0,0.0,1 2023-06-06,Smeaton CREST Awards - SuperStar Level,CLE,09 - Smeaton300: Learning programme,,,"[""Roundhay St John's Church of England Primary School""]",['Roundhay '],,20.0,20.0,0.0,1 -2023-06-06,Smeaton CREST Awards - SuperStar Level,CLE,09 - Smeaton300: Learning programme,,,['Morley Victoria Primary School'],['Morley North '],,15.0,15.0,0.0,1 +2023-06-06,Smeaton CREST Awards - SuperStar Level,CLE,09 - Smeaton300: Learning programme,,,"['St Francis Catholic Primary School, Morley']",['Morley South'],,40.0,40.0,0.0,1 +2023-06-06,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Morley South'],['LS27 0AW'],['Fountain Primary School'],['Morley South'],,0.0,0.0,0.0,1 +2023-06-06,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Middleton Park'],['LS10 4QE'],['Sharp Lane Primary School'],['Middleton Park '],,0.0,0.0,0.0,1 2023-06-07,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Beeston and Holbeck'],['LS11 6BA'],['Greenmount Primary School'],['Beeston and Holbeck'],,0.0,0.0,0.0,1 +2023-06-08,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Moortown'],[' LS17 5DJ'],['Carr Manor Community School'],['Moortown '],['LS17 5DJ'],0.0,0.0,0.0,1 2023-06-08,Launch of Smeaton learning resources and CREST Awards,Produce (Signature),09 - Smeaton300: Learning programme,,,,,,0.0,0.0,0.0,0 2023-06-08,Launch of Smeaton learning resources and CREST Awards,Produce (Signature),09 - Smeaton300: Learning programme,,,,,,0.0,0.0,0.0,0 2023-06-08,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Moortown'],['LS17 6QP'],['Moor Allerton Hall Primary School'],['Moortown'],,0.0,0.0,0.0,1 -2023-06-08,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Moortown'],[' LS17 5DJ'],['Carr Manor Community School'],['Moortown '],['LS17 5DJ'],0.0,0.0,0.0,1 2023-06-11,Leeds Young Film Programmers: Cockburn John Charles Academy,CLE,Creative Learning S1,,,['Cockburn John Charles Academy'],['Middleton Park '],['LS10 2JU'],30.0,30.0,0.0,1 2023-06-14,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Burmantofts and Richmond Hill'],['LS9 7NP'],['Shakespeare Primary School'],['Burmantofts and Richmond Hill '],,0.0,0.0,0.0,1 2023-06-14,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Chapel Allerton'],['LS7 4AW'],"[""Holy Rosary and St Anne's Catholic Primary School, a Voluntary Academy""]",['Chapel Allerton'],,0.0,0.0,0.0,1 -2023-06-15,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Horsforth'],['LS18 5AF'],['Broadgate Primary School'],['Horsforth'],,0.0,0.0,0.0,1 2023-06-15,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Farnley and Wortley'],['LS12 5AW'],['Ryecroft Academy'],['Farnley and Wortley'],,0.0,0.0,0.0,1 -2023-06-19,School grant - Whitecote Primary School,CLE,12 - My LEEDS 2023,,,['Whitecote Primary School'],['Cross Gates and Whinmoor'],,420.0,420.0,0.0,1 +2023-06-15,Leeds Piano Week: One Small Step Tour,CLE,Creative Learning S2,['Horsforth'],['LS18 5AF'],['Broadgate Primary School'],['Horsforth'],,0.0,0.0,0.0,1 2023-06-19,Leeds Young Film Programmers: John Smeaton Academy,CLE,Creative Learning S1,,,['John Smeaton Academy'],['Cross Gates and Whinmoor'],,28.0,28.0,0.0,1 +2023-06-19,School grant - Whitecote Primary School,CLE,12 - My LEEDS 2023,,,['Whitecote Primary School'],['Cross Gates and Whinmoor'],,420.0,420.0,0.0,1 2023-06-19,School grant - Westgate Primary School,CLE,12 - My LEEDS 2023,,,['Westgate Primary School'],['Otley and Yeadon'],,240.0,240.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Co-op Academy Brownhill'],['Burmantofts and Richmond Hill '],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Summerfield Primary School'],['Bramley and Stanningley'],,8.0,8.0,0.0,1 +2023-06-21,Schools Workshop,,07 - Children's Day,,,['Hunslet Carr Primary School'],['Hunslet and Riverside'],,59.0,59.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['St Nicholas Catholic Primary School'],['Gipton and Harehills'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],"[""St Matthew's Church of England Aided Primary School""]",['Chapel Allerton'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],"['St Francis Catholic Primary School, Morley']",['Morley South'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],"['Sacred Heart Catholic Primary School, a Voluntary Academy']",['Kirkstall'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],"[""St Mary's Menston Catholic Voluntary Academy""]",,['LS29 6AE'],8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Shadwell Primary School'],['Moortown'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Westbrook Lane Primary School'],['Pudsey'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Westgate Primary School'],['Otley and Yeadon'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],"[""Whinmoor St Paul's Church of England Primary School""]",['Armley'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Whingate Primary School'],['Wetherby'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Strawberry Fields Primary School'],['Garforth and Swillington'],['LS25 1LL'],8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Summerfield Primary School'],['Bramley and Stanningley'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Tranmere Park Primary School'],['Guiseley and Rawdon'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Shadwell Primary School'],['Moortown'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],"[""St Bartholomew's CofE Voluntary Controlled Primary School""]",['Armley '],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Brigshaw High School'],['Kippax and Methley'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Rufford Park Primary School'],['Otley and Yeadon '],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Tranmere Park Primary School'],['Guiseley and Rawdon'],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['West End Primary School'],['Horsforth'],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Valley View Community Primary School'],['Bramley and Stanningley'],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Cockburn School'],['Beeston and Holbeck'],['LS11 5TT'],30.0,30.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Alwoodley Primary School'],['Alwoodley'],,30.0,30.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Cross Gates Primary School'],['Cross Gates and Whinmoor'],,30.0,30.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Temple Moor High School'],['Temple Newsam '],['LS15 0PT'],30.0,30.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Whingate Primary School'],['Wetherby'],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Lawnswood School'],['Weetwood '],['LS16 5AG'],8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Alwoodley Primary School'],['Alwoodley'],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Ashfield Primary School'],['Otley and Yeadon'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Pudsey Primrose Hill Primary School'],['Bramley and Stanningley'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Ninelands Primary School'],['Garforth and Swillington'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Morley Newlands Academy'],['Morley South'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Morley Victoria Primary School'],['Morley North '],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['The New Bewerley Community Primary School'],['Beeston and Holbeck'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],"[""St Chad's Church of England Primary School""]",['Weetwood '],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Park Spring Primary School'],['Pudsey'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Primley Wood Primary School'],['Alwoodley '],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Primrose Lane Primary School'],['Wetherby'],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Primley Wood Primary School'],['Alwoodley '],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Park Spring Primary School'],['Pudsey'],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],"[""St Chad's Church of England Primary School""]",['Weetwood '],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['The New Bewerley Community Primary School'],['Beeston and Holbeck'],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Morley Victoria Primary School'],['Morley North '],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Morley Newlands Academy'],['Morley South'],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Ninelands Primary School'],['Garforth and Swillington'],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Pool-in-Wharfedale Church of England Voluntary Controlled Primary School'],['Adel and Wharfedale'],['LS21 1LG'],8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],"[""St Paul's Catholic Primary School, a Voluntary Academy""]",['Alwoodley'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Micklefield Church of England Primary Academy'],['Kippax and Methley'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Hugh Gaitskell Primary School'],['Beeston and Holbeck'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Holy Family Catholic Primary School'],['Armley'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Hawksworth Church of England Primary School'],['Guiseley and Rawdon'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Castleton Primary School'],['Armley '],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Greenmount Primary School'],['Beeston and Holbeck'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Five Lanes Primary School'],['Farnley and Wortley'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['West End Primary School'],['Horsforth'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Valley View Community Primary School'],['Bramley and Stanningley'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Cockburn School'],['Beeston and Holbeck'],['LS11 5TT'],30.0,30.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Alwoodley Primary School'],['Alwoodley'],,30.0,30.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Ashfield Primary School'],['Otley and Yeadon'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Alwoodley Primary School'],['Alwoodley'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Lawnswood School'],['Weetwood '],['LS16 5AG'],8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Brigshaw High School'],['Kippax and Methley'],,8.0,8.0,0.0,1 -2023-06-21,Schools Workshop,,07 - Children's Day,,,['Hunslet Carr Primary School'],['Hunslet and Riverside'],,59.0,59.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Corpus Christi Catholic Primary School'],['Temple Newsam '],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Pool-in-Wharfedale Church of England Voluntary Controlled Primary School'],['Adel and Wharfedale'],['LS21 1LG'],8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['East Ardsley Primary Academy'],['Ardsley and Robin Hood'],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Farsley Springbank Primary School'],['Calverley and Farsley'],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Farsley Farfield Primary School'],['Calverley and Farsley'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],"[""St Paul's Catholic Primary School, a Voluntary Academy""]",['Alwoodley'],,8.0,8.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Concert,CLE,Creative Learning S2,['Little London and Woodhouse'],['LS2 8BY'],,,,0.0,0.0,0.0,0 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Cross Gates Primary School'],['Cross Gates and Whinmoor'],,30.0,30.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Cockburn John Charles Academy'],['Middleton Park '],['LS10 2JU'],30.0,30.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Temple Moor High School'],['Temple Newsam '],['LS15 0PT'],30.0,30.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['East Ardsley Primary Academy'],['Ardsley and Robin Hood'],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Corpus Christi Catholic Primary School'],['Temple Newsam '],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Co-op Academy Brownhill'],['Burmantofts and Richmond Hill '],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Castleton Primary School'],['Armley '],,8.0,8.0,0.0,1 2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],"['Corpus Christi Catholic College, A Voluntary Academy']",['Temple Newsam '],,30.0,30.0,0.0,1 -2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Farsley Springbank Primary School'],['Calverley and Farsley'],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],['Cockburn John Charles Academy'],['Middleton Park '],['LS10 2JU'],30.0,30.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Celebration Concert,CLE,General CLE,['Little London and Woodhouse'],['LS2 8BY'],"[""St Bartholomew's CofE Voluntary Controlled Primary School""]",['Armley '],,8.0,8.0,0.0,1 +2023-06-21,Leeds Youth Music Festival Concert,CLE,Creative Learning S2,['Little London and Woodhouse'],['LS2 8BY'],,,,0.0,0.0,0.0,0 2023-06-28,Feel the Music,CLE,Feel the Music,['Little London and Woodhouse'],['LS2 7BS'],['Moor Allerton Hall Primary School'],['Moortown'],,85.0,83.0,2.0,1 2023-06-30,School grant - Harewood CE Primary School,CLE,12 - My LEEDS 2023,,,['Harewood Church of England Voluntary Controlled Primary School'],['Harewood'],,200.0,200.0,0.0,1 2023-07-03,Under Our Feet (Schools Programme) CPD Level 1 Forest Schools training ,Produce (Signature),04 - This is a FOREST,['Burmantofts and Richmond Hill'],['LS10 1RS'],['East SILC John Jamieson'],['Roundhay'],,1.0,0.0,1.0,1 @@ -367,46 +366,53 @@ date,event_name,project_type,project_name,venue_wards,venue_postcodes,schools,wa 2023-07-17,School grant - Beechwood Primary School,CLE,12 - My LEEDS 2023,,,['Beechwood Primary School'],['Killingbeck and Seacroft'],,461.0,461.0,0.0,1 2023-08-06,My SCHOOL 2023,Produce (Signature),12 - My LEEDS 2023,,,,,,0.0,0.0,0.0,0 2023-09-03,Tetley: Afra Eisma Learning Resources,CLE,Creative Learning S3,,,,,,0.0,0.0,0.0,0 -2023-09-11,Afra Eisma workshops,CLE,Creative Learning S3,['Hunslet and Riverside'],['LS10 1JQ'],['Leeds City College'],['Little London and Woodhouse'],,29.0,25.0,4.0,1 2023-09-11,Afra Eisma workshop,CLE,Creative Learning S3,['Hunslet and Riverside'],['LS10 1JQ'],"[""Beeston Hill St Luke's Church of England Primary School""]",['Beeston and Holbeck'],,44.0,40.0,4.0,1 -2023-09-20,River of Hope: Pudsey Grammar School,CLE,Creative Learning S3,,,['Pudsey Grammar School'],['Pudsey'],,0.0,0.0,0.0,1 -2023-09-20,River of Hope: Cockburn School,CLE,Creative Learning S3,,,['Cockburn School'],['Beeston and Holbeck'],['LS11 5TT'],0.0,0.0,0.0,1 -2023-09-20,River of Hope: Co-op Academy Leeds,CLE,Creative Learning S3,,,['Co-op Academy Leeds'],['Burmantofts and Richmond Hill '],,0.0,0.0,0.0,1 +2023-09-11,Afra Eisma workshops,CLE,Creative Learning S3,['Hunslet and Riverside'],['LS10 1JQ'],['Leeds City College'],['Little London and Woodhouse'],,29.0,25.0,4.0,1 2023-09-20,River of Hope: Carr Manor Community School,CLE,Creative Learning S3,,,['Carr Manor Community School'],['Moortown '],['LS17 5DJ'],0.0,0.0,0.0,1 2023-09-20,River of Hope: Cardinal Heenan Catholic High School,CLE,Creative Learning S3,,,,,,0.0,0.0,0.0,0 -2023-09-23,Burberry Careers Roadshow,CLE,Creative Learning S3,,,['Leeds Jewish Free School'],['Moortown '],,0.0,0.0,0.0,1 +2023-09-20,River of Hope: Cockburn School,CLE,Creative Learning S3,,,['Cockburn School'],['Beeston and Holbeck'],['LS11 5TT'],0.0,0.0,0.0,1 +2023-09-20,River of Hope: Pudsey Grammar School,CLE,Creative Learning S3,,,['Pudsey Grammar School'],['Pudsey'],,0.0,0.0,0.0,1 +2023-09-20,River of Hope: Co-op Academy Leeds,CLE,Creative Learning S3,,,['Co-op Academy Leeds'],['Burmantofts and Richmond Hill '],,0.0,0.0,0.0,1 2023-09-23,Burberry Careers Roadshow,CLE,Creative Learning S3,,,['Pinc College'],,['LS10 1JQ'],0.0,0.0,0.0,1 -2023-09-23,Burberry Careers Roadshow,CLE,Creative Learning S3,,,['Ralph Thoresby School'],['Adel and Wharfedale'],['LS16 7RX'],0.0,0.0,0.0,1 +2023-09-23,Burberry Careers Roadshow,CLE,Creative Learning S3,,,['Leeds Jewish Free School'],['Moortown '],,0.0,0.0,0.0,1 2023-09-23,Burberry Careers Roadshow,CLE,Creative Learning S3,,,['Abbey Grange Church of England Academy'],['Kirkstall'],['LS16 5EA'],0.0,0.0,0.0,1 +2023-09-23,Burberry Careers Roadshow,CLE,Creative Learning S3,,,['Ralph Thoresby School'],['Adel and Wharfedale'],['LS16 7RX'],0.0,0.0,0.0,1 2023-09-26,Leeds Language Week: Programme Launch,CLE,Creative Learning S3,,,,,,0.0,0.0,0.0,0 -2023-09-30,Smeaton 300: STEAM Conference ,CLE,09 - Smeaton300: Learning programme,['Alwoodley'],['LS17 8GS'],['Ilkley Grammar'],,['LS29 8TR'],1.0,-9.0,10.0,1 -2023-09-30,Smeaton 300: STEAM Conference ,CLE,09 - Smeaton300: Learning programme,['Alwoodley'],['LS17 8GS'],,,,12.0,2.0,10.0,0 -2023-09-30,Smeaton 300: STEAM Conference ,CLE,09 - Smeaton300: Learning programme,['Alwoodley'],['LS17 8GS'],['Bishop Young Church of England Academy'],['Killingbeck and Seacroft'],,1.0,-9.0,10.0,1 +2023-09-30,Smeaton 300: STEAM Conference ,CLE,09 - Smeaton300: Learning programme,['Alwoodley'],['LS17 8GS'],['Gustav Adolf Grammas School at Talinn'],,,1.0,-9.0,10.0,1 2023-09-30,Smeaton 300: STEAM Conference ,CLE,09 - Smeaton300: Learning programme,['Alwoodley'],['LS17 8GS'],['John Smeaton Academy'],['Cross Gates and Whinmoor'],,1.0,-9.0,10.0,1 +2023-09-30,Smeaton 300: STEAM Conference ,CLE,09 - Smeaton300: Learning programme,['Alwoodley'],['LS17 8GS'],,,,12.0,2.0,10.0,0 2023-09-30,Smeaton 300: STEAM Conference ,CLE,09 - Smeaton300: Learning programme,['Alwoodley'],['LS17 8GS'],['The Grammar School At Leeds'],['Alwoodley'],,1.0,-9.0,10.0,1 -2023-09-30,Smeaton 300: STEAM Conference ,CLE,09 - Smeaton300: Learning programme,['Alwoodley'],['LS17 8GS'],['Gustav Adolf Grammas School at Talinn'],,,1.0,-9.0,10.0,1 +2023-09-30,Smeaton 300: STEAM Conference ,CLE,09 - Smeaton300: Learning programme,['Alwoodley'],['LS17 8GS'],['Bishop Young Church of England Academy'],['Killingbeck and Seacroft'],,1.0,-9.0,10.0,1 +2023-09-30,Smeaton 300: STEAM Conference ,CLE,09 - Smeaton300: Learning programme,['Alwoodley'],['LS17 8GS'],['Ilkley Grammar'],,['LS29 8TR'],1.0,-9.0,10.0,1 +2023-10-02,Smeaton CREST Awards - Discovery Level,CLE,09 - Smeaton300: Learning programme,,,"[""St Mary's Menston Catholic Voluntary Academy""]",,['LS29 6AE'],40.0,40.0,0.0,1 2023-10-02,Smeaton CREST Awards - Discovery Level,CLE,09 - Smeaton300: Learning programme,,,['Bishop Young Church of England Academy'],['Killingbeck and Seacroft'],,80.0,80.0,0.0,1 +2023-10-02,Smeaton CREST Awards - Discovery Level,CLE,09 - Smeaton300: Learning programme,,,['Temple Learning Academy'],['Temple Newsam '],,240.0,240.0,0.0,1 +2023-10-02,Smeaton CREST Awards - Discovery Level,CLE,09 - Smeaton300: Learning programme,,,['Talbot Primary School'],['Roundhay'],,240.0,240.0,0.0,1 +2023-10-02,Smeaton CREST Awards - Discovery Level,CLE,09 - Smeaton300: Learning programme,,,['John Smeaton Academy'],['Cross Gates and Whinmoor'],,350.0,350.0,0.0,1 +2023-10-02,Smeaton CREST Awards - Discovery Level,CLE,09 - Smeaton300: Learning programme,,,['Home learners'],,,25.0,25.0,0.0,1 +2023-10-02,Smeaton CREST Awards - Discovery Level,CLE,09 - Smeaton300: Learning programme,,,"[""St Oswald's C of E Primary School""]",['Guiseley and Rawdon'],['LS20 9BB'],224.0,224.0,0.0,1 2023-10-02,Smeaton CREST Awards - Discovery Level,CLE,09 - Smeaton300: Learning programme,,,['Allerton High School'],['Moortown '],['LS17 7AG'],280.0,280.0,0.0,1 -2023-10-09,Storymakers: Re-imagining Home CPD session 1,CLE,Creative Learning S3,,,['Hugh Gaitskell Primary School'],['Beeston and Holbeck'],,2.0,0.0,2.0,1 2023-10-09,Storymakers: Re-imagining Home CPD session 1,CLE,Creative Learning S3,,,['Strawberry Fields Primary School'],['Garforth and Swillington'],['LS25 1LL'],2.0,0.0,2.0,1 +2023-10-09,Storymakers: Re-imagining Home CPD session 1,CLE,Creative Learning S3,,,['Hugh Gaitskell Primary School'],['Beeston and Holbeck'],,2.0,0.0,2.0,1 2023-10-09,Storymakers: Re-imagining Home CPD session 1,CLE,Creative Learning S3,,,['Manor Wood Primary School'],['Moortown'],,3.0,0.0,3.0,1 2023-10-10,Storymakers: Re-imagining Home CPD session 2,CLE,Creative Learning S3,,,['Temple Learning Academy'],['Temple Newsam '],,1.0,0.0,1.0,1 2023-10-10,Storymakers: Re-imagining Home CPD session 2,CLE,Creative Learning S3,,,['Moor Allerton Hall Primary School'],['Moortown'],,1.0,0.0,1.0,1 -2023-10-16,Storymakers: Re-imagining Home Strawberry Fields,CLE,Creative Learning S3,,,['Strawberry Fields Primary School'],['Garforth and Swillington'],['LS25 1LL'],180.0,180.0,0.0,1 2023-10-16,Storymakers: Re-imagining Home Moor Allerton Hall,CLE,Creative Learning S3,,,['Moor Allerton Hall Primary School'],['Moortown'],,90.0,90.0,0.0,1 2023-10-16,Storymakers: Re-imagining Home Temple Learning Academy,CLE,Creative Learning S3,,,['Temple Learning Academy'],['Temple Newsam '],,120.0,120.0,0.0,1 2023-10-16,Storymakers: Re-imagining Home Manor Wood Primary School,CLE,Creative Learning S3,,,['Manor Wood Primary School'],['Moortown'],,122.0,122.0,0.0,1 +2023-10-16,Storymakers: Re-imagining Home Strawberry Fields,CLE,Creative Learning S3,,,['Strawberry Fields Primary School'],['Garforth and Swillington'],['LS25 1LL'],180.0,180.0,0.0,1 2023-10-16,Storymakers: Re-imagining Home,CLE,Creative Learning S3,,,,,,0.0,0.0,0.0,0 -2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],"[""St Peter's Church of England Primary School, Leeds""]",['Burmantofts and Richmond Hill'],,0.0,0.0,0.0,1 2023-10-18,Royal Opera House Create and Learn ,,Creative Learning S3,,,,,,0.0,0.0,0.0,0 2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],['Leeds City College'],['Little London and Woodhouse'],,0.0,0.0,0.0,1 2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],['Notre Dame Catholic Sixth Form College'],['Little London and Woodhouse'],,0.0,0.0,0.0,1 -2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],"['Corpus Christi Catholic College, A Voluntary Academy']",['Temple Newsam '],,0.0,0.0,0.0,1 -2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],['Moortown Primary School'],['Moortown'],,0.0,0.0,0.0,1 -2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],['Trinity Academy Leeds'],['Burmantofts and Richmond Hill '],['LS9 7QL'],0.0,0.0,0.0,1 -2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],['Cookridge Holy Trinity Church of England Primary School'],['Adel and Wharfedale'],,0.0,0.0,0.0,1 -2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],['Leeds City Academy'],['Headingley and Hyde Park'],['LS6 2LG'],0.0,0.0,0.0,1 -2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],"[""St Margaret's Church of England Voluntary Controlled Primary School""]",['Horsforth'],['LS18 5BL'],0.0,0.0,0.0,1 -2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],['The Ruth Gorse Academy'],['Hunslet and Riverside'],['LS10 1HW'],0.0,0.0,0.0,1 2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],['Wetherby High School'],['Middleton Park '],,0.0,0.0,0.0,1 +2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],['The Ruth Gorse Academy'],['Hunslet and Riverside'],['LS10 1HW'],0.0,0.0,0.0,1 2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],['Barwick-in-Elmet Church of England Voluntary Controlled Primary School'],['Harewood'],,0.0,0.0,0.0,1 +2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],"[""St Margaret's Church of England Voluntary Controlled Primary School""]",['Horsforth'],['LS18 5BL'],0.0,0.0,0.0,1 +2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],['Leeds City Academy'],['Headingley and Hyde Park'],['LS6 2LG'],0.0,0.0,0.0,1 +2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],['Cookridge Holy Trinity Church of England Primary School'],['Adel and Wharfedale'],,0.0,0.0,0.0,1 +2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],['Trinity Academy Leeds'],['Burmantofts and Richmond Hill '],['LS9 7QL'],0.0,0.0,0.0,1 +2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],['Moortown Primary School'],['Moortown'],,0.0,0.0,0.0,1 +2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],"['Corpus Christi Catholic College, A Voluntary Academy']",['Temple Newsam '],,0.0,0.0,0.0,1 +2023-10-18,Yorkshire Schools Dance Festival,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS2 3AD'],"[""St Peter's Church of England Primary School, Leeds""]",['Burmantofts and Richmond Hill'],,0.0,0.0,0.0,1 +2023-10-25,Leeds Art Gallery: Youth Twilight Takeover,CLE,Creative Learning S3,['Little London and Woodhouse'],['LS1 3AA'],,,,0.0,0.0,0.0,0 diff --git a/docs/dashboard/community/_data/events_with_schools.csv b/docs/dashboard/community/_data/events_with_schools.csv index dea0f617..67499202 100644 --- a/docs/dashboard/community/_data/events_with_schools.csv +++ b/docs/dashboard/community/_data/events_with_schools.csv @@ -8,9 +8,9 @@ E05011387,1,0,3,0,1,15,3,0,1,24,Bramley and Stanningley E05011388,2,0,3,2,1,17,11,0,1,37,Burmantofts and Richmond Hill E05011389,1,1,5,2,1,4,5,0,1,20,Calverley and Farsley E05011390,3,1,1,4,1,19,3,0,1,33,Chapel Allerton -E05011391,0,0,2,0,1,12,3,0,1,19,Cross Gates and Whinmoor +E05011391,0,0,2,0,1,13,3,0,1,20,Cross Gates and Whinmoor E05012648,0,0,2,0,1,11,5,0,1,20,Farnley and Wortley -E05013830,1,0,4,0,1,6,7,0,1,20,Garforth and Swillington +E05013830,1,0,4,0,1,5,7,0,1,19,Garforth and Swillington E05011394,1,2,3,2,1,5,8,0,1,23,Gipton and Harehills E05011395,1,0,2,0,1,8,3,0,1,16,Guiseley and Rawdon E05011396,0,1,3,3,1,4,3,0,1,16,Harewood @@ -28,7 +28,7 @@ E05011407,0,0,2,0,1,6,2,0,1,12,Morley South E05011549,0,1,3,0,1,9,3,0,1,18,Otley and Yeadon E05011409,0,0,2,0,1,9,2,0,1,15,Pudsey E05011410,0,0,2,0,1,8,6,0,1,18,Rothwell -E05011411,0,0,5,0,1,12,6,0,1,25,Roundhay -E05013831,0,0,2,0,1,12,2,0,1,18,Temple Newsam +E05011411,0,0,5,0,1,13,6,0,1,26,Roundhay +E05013831,0,0,2,0,1,13,2,0,1,19,Temple Newsam E05011413,1,0,5,2,2,19,6,0,1,36,Weetwood E05011414,0,0,3,0,1,7,3,0,1,15,Wetherby diff --git a/docs/dashboard/community/_data/residents.csv b/docs/dashboard/community/_data/residents.csv index f2610dff..8fb36fa3 100644 --- a/docs/dashboard/community/_data/residents.csv +++ b/docs/dashboard/community/_data/residents.csv @@ -3,24 +3,24 @@ E05012841,95,50,11,190,0,42,Adel and Wharfedale,388 E05012842,107,57,9,377,0,46,Alwoodley,596 E05011384,58,24,11,124,0,31,Ardsley and Robin Hood,248 E05011385,65,42,8,160,0,32,Armley,307 -E05012647,90,77,2,260,0,46,Beeston and Holbeck,475 +E05012647,90,77,2,261,0,46,Beeston and Holbeck,476 E05011387,88,52,12,139,0,27,Bramley and Stanningley,318 -E05011388,74,47,5,276,0,35,Burmantofts and Richmond Hill,437 +E05011388,74,47,5,277,0,35,Burmantofts and Richmond Hill,438 E05011389,108,43,18,120,0,25,Calverley and Farsley,314 -E05011390,388,130,20,723,0,81,Chapel Allerton,1342 +E05011390,388,130,20,728,0,81,Chapel Allerton,1347 E05011391,102,23,6,202,0,20,Cross Gates and Whinmoor,353 E05012648,69,38,2,97,0,22,Farnley and Wortley,228 E05013830,33,11,2,222,0,18,Garforth and Swillington,286 -E05011394,39,20,5,247,0,11,Gipton and Harehills,322 +E05011394,39,20,5,250,0,11,Gipton and Harehills,325 E05011395,52,22,6,89,0,16,Guiseley and Rawdon,185 E05011396,28,17,3,84,0,21,Harewood,153 -E05011397,285,107,22,613,7094,156,Headingley and Hyde Park,8277 +E05011397,285,107,22,625,7094,156,Headingley and Hyde Park,8289 E05011547,296,100,11,264,0,55,Horsforth,726 E05011399,209,48,6,319,45,62,Hunslet and Riverside,689 E05011400,41,13,5,315,0,25,Killingbeck and Seacroft,399 E05011401,23,20,19,192,0,12,Kippax and Methley,266 -E05011402,250,79,16,360,0,84,Kirkstall,789 -E05011403,163,99,12,409,0,307,Little London and Woodhouse,990 +E05011402,250,79,16,362,0,84,Kirkstall,791 +E05011403,163,99,12,411,0,307,Little London and Woodhouse,992 E05011404,36,27,8,112,0,15,Middleton Park,198 E05011405,254,81,3,563,0,54,Moortown,955 E05011406,38,26,16,100,0,18,Morley North,198 @@ -28,7 +28,7 @@ E05011407,45,42,13,113,0,23,Morley South,236 E05011549,30,18,3,166,0,17,Otley and Yeadon,234 E05011409,41,19,14,104,0,23,Pudsey,201 E05011410,42,27,4,122,0,14,Rothwell,209 -E05011411,161,68,2,821,0,66,Roundhay,1118 +E05011411,161,68,2,823,0,66,Roundhay,1120 E05013831,73,29,11,278,0,27,Temple Newsam,418 E05011413,247,68,26,439,0,63,Weetwood,843 E05011414,36,15,3,24,0,13,Wetherby,91 diff --git a/docs/dashboard/community/_data/residents_with_schools.csv b/docs/dashboard/community/_data/residents_with_schools.csv index 15938e76..73720186 100644 --- a/docs/dashboard/community/_data/residents_with_schools.csv +++ b/docs/dashboard/community/_data/residents_with_schools.csv @@ -3,24 +3,24 @@ E05012841,95,50,11,1554,190,0,42,1942,Adel and Wharfedale E05012842,107,57,9,844,377,0,46,1440,Alwoodley E05011384,58,24,11,285,124,0,31,533,Ardsley and Robin Hood E05011385,65,42,8,485,160,0,32,792,Armley -E05012647,90,77,2,1219,260,0,46,1694,Beeston and Holbeck +E05012647,90,77,2,1219,261,0,46,1695,Beeston and Holbeck E05011387,88,52,12,1053,139,0,27,1371,Bramley and Stanningley -E05011388,74,47,5,635,276,0,35,1072,Burmantofts and Richmond Hill +E05011388,74,47,5,635,277,0,35,1073,Burmantofts and Richmond Hill E05011389,108,43,18,76,120,0,25,390,Calverley and Farsley -E05011390,388,130,20,1027,723,0,81,2369,Chapel Allerton -E05011391,102,23,6,1176,202,0,20,1529,Cross Gates and Whinmoor +E05011390,388,130,20,1027,728,0,81,2374,Chapel Allerton +E05011391,102,23,6,1526,202,0,20,1879,Cross Gates and Whinmoor E05012648,69,38,2,403,97,0,22,631,Farnley and Wortley -E05013830,33,11,2,316,222,0,18,602,Garforth and Swillington -E05011394,39,20,5,69,247,0,11,391,Gipton and Harehills -E05011395,52,22,6,335,89,0,16,520,Guiseley and Rawdon +E05013830,33,11,2,226,222,0,18,512,Garforth and Swillington +E05011394,39,20,5,69,250,0,11,394,Gipton and Harehills +E05011395,52,22,6,559,89,0,16,744,Guiseley and Rawdon E05011396,28,17,3,308,84,0,21,461,Harewood -E05011397,285,107,22,852,613,7094,156,9129,Headingley and Hyde Park +E05011397,285,107,22,852,625,7094,156,9141,Headingley and Hyde Park E05011547,296,100,11,1160,264,0,55,1886,Horsforth E05011399,209,48,6,177,319,45,62,866,Hunslet and Riverside E05011400,41,13,5,1083,315,0,25,1482,Killingbeck and Seacroft E05011401,23,20,19,16,192,0,12,282,Kippax and Methley -E05011402,250,79,16,613,360,0,84,1402,Kirkstall -E05011403,163,99,12,748,409,0,307,1738,Little London and Woodhouse +E05011402,250,79,16,613,362,0,84,1404,Kirkstall +E05011403,163,99,12,748,411,0,307,1740,Little London and Woodhouse E05011404,36,27,8,1342,112,0,15,1540,Middleton Park E05011405,254,81,3,1668,563,0,54,2623,Moortown E05011406,38,26,16,83,100,0,18,281,Morley North @@ -28,7 +28,7 @@ E05011407,45,42,13,551,113,0,23,787,Morley South E05011549,30,18,3,469,166,0,17,703,Otley and Yeadon E05011409,41,19,14,415,104,0,23,616,Pudsey E05011410,42,27,4,454,122,0,14,663,Rothwell -E05011411,161,68,2,703,821,0,66,1821,Roundhay -E05013831,73,29,11,1791,278,0,27,2209,Temple Newsam +E05011411,161,68,2,943,823,0,66,2063,Roundhay +E05013831,73,29,11,2031,278,0,27,2449,Temple Newsam E05011413,247,68,26,1406,439,0,63,2249,Weetwood E05011414,36,15,3,344,24,0,13,435,Wetherby diff --git a/docs/metrics/events/partner/_data/by_month.csv b/docs/metrics/events/partner/_data/by_month.csv index 054016ed..f34cd0d4 100644 --- a/docs/metrics/events/partner/_data/by_month.csv +++ b/docs/metrics/events/partner/_data/by_month.csv @@ -12,4 +12,4 @@ start_date,events,cumulative_events 2023-07-31,40,126 2023-08-31,23,149 2023-09-30,27,176 -2023-10-31,31,207 +2023-10-31,32,208 diff --git a/docs/metrics/events/partner/_data/by_ward.csv b/docs/metrics/events/partner/_data/by_ward.csv index 9d70f7fa..e49f49a0 100644 --- a/docs/metrics/events/partner/_data/by_ward.csv +++ b/docs/metrics/events/partner/_data/by_ward.csv @@ -12,4 +12,4 @@ E05011403,74 E05011413,2 E05011547,2 E05012647,11 -UNKNOWN,84 +UNKNOWN,85 diff --git a/docs/metrics/events/partner/_data/headline.json b/docs/metrics/events/partner/_data/headline.json index c8e7ff73..e6635595 100644 --- a/docs/metrics/events/partner/_data/headline.json +++ b/docs/metrics/events/partner/_data/headline.json @@ -1,4 +1,4 @@ { "latest_month":"2023-10-31T00:00:00.000", - "total_events":207 + "total_events":208 } \ No newline at end of file diff --git a/docs/metrics/events/signature/_data/events_by_date.csv b/docs/metrics/events/signature/_data/events_by_date.csv index bc536520..9e3781d9 100644 --- a/docs/metrics/events/signature/_data/events_by_date.csv +++ b/docs/metrics/events/signature/_data/events_by_date.csv @@ -13,4 +13,4 @@ date,events,attendances 2023-07-31,41,450 2023-08-31,42,20 2023-09-30,19,0 -2023-10-31,25,0 +2023-10-31,26,0 diff --git a/docs/metrics/events/signature/_data/events_by_ward.csv b/docs/metrics/events/signature/_data/events_by_ward.csv index 1ef41e8c..74a71c46 100644 --- a/docs/metrics/events/signature/_data/events_by_ward.csv +++ b/docs/metrics/events/signature/_data/events_by_ward.csv @@ -14,7 +14,7 @@ E05011399,44,0 E05011400,8,0 E05011401,1,0 E05011402,3,0 -E05011403,74,20 +E05011403,75,20 E05011404,6,0 E05011405,5,0 E05011406,9,0 diff --git a/docs/metrics/events/signature/_data/headlines.json b/docs/metrics/events/signature/_data/headlines.json index d9d95736..20fac431 100644 --- a/docs/metrics/events/signature/_data/headlines.json +++ b/docs/metrics/events/signature/_data/headlines.json @@ -1,8 +1,8 @@ { - "total_events":389, + "total_events":390, "total_attendances":8, "first_event":1661904000000, - "latest_event":1698105600000, + "latest_event":1698278400000, "total_ticket_orders_for_events_to_date":4834, "total_tickets_sold_for_events_to_date":10664 } \ No newline at end of file diff --git a/docs/metrics/events/smeaton-300/_data/events/by_month.csv b/docs/metrics/events/smeaton-300/_data/events/by_month.csv index e6c20837..3ad909f9 100644 --- a/docs/metrics/events/smeaton-300/_data/events/by_month.csv +++ b/docs/metrics/events/smeaton-300/_data/events/by_month.csv @@ -3,8 +3,8 @@ month_ending,events,audience,cumulative_events,cumulative_audience 2023-03-31,1,0,2,0 2023-04-30,0,0,2,0 2023-05-31,1,0,3,0 -2023-06-30,8,285,11,285 -2023-07-31,0,0,11,285 -2023-08-31,9,612,20,897 -2023-09-30,13,284,33,1181 -2023-10-31,14,465,47,1646 +2023-06-30,7,195,10,195 +2023-07-31,0,0,10,195 +2023-08-31,9,612,19,807 +2023-09-30,13,284,32,1091 +2023-10-31,20,1699,52,2790 diff --git a/docs/metrics/events/smeaton-300/_data/events/by_ward.csv b/docs/metrics/events/smeaton-300/_data/events/by_ward.csv index 402d33de..2d6dd1cb 100644 --- a/docs/metrics/events/smeaton-300/_data/events/by_ward.csv +++ b/docs/metrics/events/smeaton-300/_data/events/by_ward.csv @@ -2,7 +2,7 @@ ward_code,events,audience E05011390,1,0.0 E05011394,4,258.0 E05011397,1,0.0 -E05011399,7,194.0 +E05011399,7,289.0 E05011400,1,142.0 E05011403,2,0.0 E05011406,1,233.0 diff --git a/docs/metrics/events/smeaton-300/_data/events/by_week.csv b/docs/metrics/events/smeaton-300/_data/events/by_week.csv index d8de20f0..7ddba611 100644 --- a/docs/metrics/events/smeaton-300/_data/events/by_week.csv +++ b/docs/metrics/events/smeaton-300/_data/events/by_week.csv @@ -16,24 +16,24 @@ week_ending,events,audience,cumulative_events,cumulative_audience 2023-05-19,0,0,3,0 2023-05-26,0,0,3,0 2023-06-02,0,0,3,0 -2023-06-09,8,285,11,285 -2023-06-16,0,0,11,285 -2023-06-23,0,0,11,285 -2023-06-30,0,0,11,285 -2023-07-07,0,0,11,285 -2023-07-14,0,0,11,285 -2023-07-21,0,0,11,285 -2023-07-28,0,0,11,285 -2023-08-04,2,236,13,521 -2023-08-11,3,194,16,715 -2023-08-18,2,160,18,875 -2023-08-25,2,22,20,897 -2023-09-01,0,0,20,897 -2023-09-08,2,0,22,897 -2023-09-15,3,34,25,931 -2023-09-22,0,0,25,931 -2023-09-29,1,0,26,931 -2023-10-06,9,610,35,1541 -2023-10-13,1,0,36,1541 -2023-10-20,3,105,39,1646 -2023-10-27,8,0,47,1646 +2023-06-09,7,195,10,195 +2023-06-16,0,0,10,195 +2023-06-23,0,0,10,195 +2023-06-30,0,0,10,195 +2023-07-07,0,0,10,195 +2023-07-14,0,0,10,195 +2023-07-21,0,0,10,195 +2023-07-28,0,0,10,195 +2023-08-04,2,236,12,431 +2023-08-11,3,194,15,625 +2023-08-18,2,160,17,785 +2023-08-25,2,22,19,807 +2023-09-01,0,0,19,807 +2023-09-08,2,0,21,807 +2023-09-15,3,34,24,841 +2023-09-22,0,0,24,841 +2023-09-29,1,0,25,841 +2023-10-06,15,1729,40,2570 +2023-10-13,1,0,41,2570 +2023-10-20,3,105,44,2675 +2023-10-27,8,115,52,2790 diff --git a/docs/metrics/events/smeaton-300/_data/events/headlines.json b/docs/metrics/events/smeaton-300/_data/events/headlines.json index 34c47811..7b8d7637 100644 --- a/docs/metrics/events/smeaton-300/_data/events/headlines.json +++ b/docs/metrics/events/smeaton-300/_data/events/headlines.json @@ -1,6 +1,6 @@ { - "total_events":47, - "total_audience":1646, + "total_events":52, + "total_audience":2790, "ward_count":8, "earliest_date":"2023-02-06T00:00:00.000", "latest_date":"2023-10-24T00:00:00.000" diff --git a/docs/metrics/schools/_data/engagements_by_ward.csv b/docs/metrics/schools/_data/engagements_by_ward.csv index 019a31e2..d6eb060f 100644 --- a/docs/metrics/schools/_data/engagements_by_ward.csv +++ b/docs/metrics/schools/_data/engagements_by_ward.csv @@ -5,9 +5,9 @@ E05011387,Bramley and Stanningley,8,15,13,1053,61.5 E05011388,Burmantofts and Richmond Hill,9,17,11,635,81.8 E05011389,Calverley and Farsley,3,4,6,76,50.0 E05011390,Chapel Allerton,8,19,11,1027,72.7 -E05011391,Cross Gates and Whinmoor,6,12,10,1176,60.0 +E05011391,Cross Gates and Whinmoor,6,13,10,1526,60.0 E05011394,Gipton and Harehills,4,5,11,69,36.4 -E05011395,Guiseley and Rawdon,6,8,14,335,42.9 +E05011395,Guiseley and Rawdon,6,8,14,559,42.9 E05011396,Harewood,3,4,6,308,50.0 E05011397,Headingley and Hyde Park,4,8,5,852,80.0 E05011399,Hunslet and Riverside,3,6,8,177,37.5 @@ -21,7 +21,7 @@ E05011406,Morley North,2,3,7,83,28.6 E05011407,Morley South,4,6,11,551,36.4 E05011409,Pudsey,8,9,15,415,53.3 E05011410,Rothwell,3,8,10,454,30.0 -E05011411,Roundhay,5,12,8,703,62.5 +E05011411,Roundhay,6,13,8,943,75.0 E05011413,Weetwood,8,19,10,1406,80.0 E05011414,Wetherby,4,7,13,344,30.8 E05011547,Horsforth,5,14,9,1160,55.6 @@ -30,5 +30,5 @@ E05012647,Beeston and Holbeck,8,22,13,1219,61.5 E05012648,Farnley and Wortley,4,11,8,403,50.0 E05012841,Adel and Wharfedale,6,14,6,1554,100.0 E05012842,Alwoodley,5,9,7,844,71.4 -E05013830,Garforth and Swillington,3,6,7,316,42.9 -E05013831,Temple Newsam,5,12,10,1791,50.0 +E05013830,Garforth and Swillington,3,5,7,226,42.9 +E05013831,Temple Newsam,5,13,10,2031,50.0 diff --git a/docs/metrics/schools/_data/engagements_by_week.csv b/docs/metrics/schools/_data/engagements_by_week.csv index 3483ce16..80893eca 100644 --- a/docs/metrics/schools/_data/engagements_by_week.csv +++ b/docs/metrics/schools/_data/engagements_by_week.csv @@ -36,23 +36,24 @@ date,pupil_engagements,cumulative_pupil_engagements,school_engagements,cumulativ 2023-05-19,179,20738,6,246 2023-05-26,206,20944,9,255 2023-06-02,0,20944,0,255 -2023-06-09,401,21345,16,271 -2023-06-16,30,21375,5,276 -2023-06-23,1279,22654,54,330 -2023-06-30,283,22937,2,332 -2023-07-07,606,23543,8,340 -2023-07-14,0,23543,0,340 -2023-07-21,461,24004,1,341 -2023-07-28,0,24004,0,341 -2023-08-04,0,24004,0,341 -2023-08-11,0,24004,0,341 -2023-08-18,0,24004,0,341 -2023-08-25,0,24004,0,341 -2023-09-01,0,24004,0,341 -2023-09-08,0,24004,0,341 -2023-09-15,65,24069,2,343 -2023-09-22,0,24069,4,347 -2023-09-29,0,24069,4,351 -2023-10-06,317,24386,7,358 -2023-10-13,0,24386,5,363 -2023-10-20,512,24898,16,379 +2023-06-09,311,21255,15,270 +2023-06-16,30,21285,5,275 +2023-06-23,1279,22564,54,329 +2023-06-30,283,22847,2,331 +2023-07-07,606,23453,8,339 +2023-07-14,0,23453,0,339 +2023-07-21,461,23914,1,340 +2023-07-28,0,23914,0,340 +2023-08-04,0,23914,0,340 +2023-08-11,0,23914,0,340 +2023-08-18,0,23914,0,340 +2023-08-25,0,23914,0,340 +2023-09-01,0,23914,0,340 +2023-09-08,0,23914,0,340 +2023-09-15,65,23979,2,342 +2023-09-22,0,23979,4,346 +2023-09-29,0,23979,4,350 +2023-10-06,1436,25415,13,363 +2023-10-13,0,25415,5,368 +2023-10-20,512,25927,16,384 +2023-10-27,0,25927,0,384 diff --git a/docs/metrics/schools/_data/headlines.json b/docs/metrics/schools/_data/headlines.json index f53c3ec6..987f4e50 100644 --- a/docs/metrics/schools/_data/headlines.json +++ b/docs/metrics/schools/_data/headlines.json @@ -1,12 +1,12 @@ { - "date_built":"2023-10-25", + "date_built":"2023-10-26", "earliest_date":"2022-09-22", - "engagements_with_pupils_not_assigned_to_ward":1238, - "engagements_with_schools_not_assigned_to_ward":21, - "percentage_of_leeds_schools_engaged":54.7, + "engagements_with_pupils_not_assigned_to_ward":1303, + "engagements_with_schools_not_assigned_to_ward":23, + "percentage_of_leeds_schools_engaged":55.0, "schools_in_leeds":340, "schools_not_assigned_to_ward":28, - "total_pupil_engagements":24898, - "total_school_engagements":379, - "unique_schools":186 + "total_pupil_engagements":25927, + "total_school_engagements":384, + "unique_schools":187 } \ No newline at end of file diff --git a/docs/metrics/schools/_data/school_engagement_counts.csv b/docs/metrics/schools/_data/school_engagement_counts.csv index 9ee42cb5..aa9e68be 100644 --- a/docs/metrics/schools/_data/school_engagement_counts.csv +++ b/docs/metrics/schools/_data/school_engagement_counts.csv @@ -65,7 +65,7 @@ Holy Family Catholic Primary School,1,Armley,E05011385 Holy Name Catholic Voluntary Academy,2,Weetwood,E05011413 "Holy Rosary and St Anne's Catholic Primary School, a Voluntary Academy",6,Chapel Allerton,E05011390 "Holy Trinity Church of England Academy, Rothwell",6,Rothwell,E05011410 -Home learners,2,, +Home learners,3,, Horsforth Newlaithes Primary School,1,Horsforth,E05011547 Horsforth School,1,Horsforth,E05011547 Hugh Gaitskell Primary School,2,Beeston and Holbeck,E05012647 @@ -77,7 +77,7 @@ Ingram Road Primary School,4,Beeston and Holbeck,E05012647 Ireland Wood Primary School,1,Weetwood,E05011413 Iveson Primary School,2,Weetwood,E05011413 Jack Clark School,1,Gipton and Harehills,E05011394 -John Smeaton Academy,2,Cross Gates and Whinmoor,E05011391 +John Smeaton Academy,3,Cross Gates and Whinmoor,E05011391 Kerr Mackie Primary School,1,Roundhay,E05011411 Kirkstall St Stephen's Church of England (VA) Primary School,1,Kirkstall,E05011402 Kirkstall Valley Primary School,1,Kirkstall,E05011402 @@ -148,7 +148,7 @@ St Chad's Church of England Primary School,1,Weetwood,E05011413 "St Francis Catholic Primary School, Morley",3,Morley South,E05011407 "St Joseph's Catholic Primary School, Wetherby",2,Wetherby,E05011414 St Margaret's Church of England Voluntary Controlled Primary School,9,Horsforth,E05011547 -St Mary's Menston Catholic Voluntary Academy,1,, +St Mary's Menston Catholic Voluntary Academy,2,, St Matthew's Church of England Aided Primary School,1,Chapel Allerton,E05011390 St Nicholas Catholic Primary School,1,Gipton and Harehills,E05011394 St Patrick Catholic Primary School,2,Burmantofts and Richmond Hill,E05011388 @@ -157,11 +157,12 @@ St Patrick Catholic Primary School,2,Burmantofts and Richmond Hill,E05011388 St Philip's Catholic Primary School,3,Middleton Park,E05011404 St. Oswald's CofE Primary School,2,Guiseley and Rawdon,E05011395 Stanningley Primary School,1,Bramley and Stanningley,E05011387 -Strawberry Fields Primary School,4,Garforth and Swillington,E05013830 +Strawberry Fields Primary School,3,Garforth and Swillington,E05013830 Summerfield PS,1,Bramley and Stanningley,E05011387 Summerfield Primary School,2,Bramley and Stanningley,E05011387 Swillington Primary School,1,Garforth and Swillington,E05013830 -Temple Learning Academy,4,Temple Newsam,E05013831 +Talbot Primary School,1,Roundhay,E05011411 +Temple Learning Academy,5,Temple Newsam,E05013831 Temple Moor High School,2,Temple Newsam,E05013831 The Grammar School At Leeds,1,Alwoodley,E05012842 The Halifax Academy,1,, diff --git a/scripts/dashboard/community/dvc.lock b/scripts/dashboard/community/dvc.lock index 3c7902e0..a067a048 100644 --- a/scripts/dashboard/community/dvc.lock +++ b/scripts/dashboard/community/dvc.lock @@ -17,7 +17,7 @@ stages: size: 630 - path: docs/metrics/events/partner/_data/by_ward.csv hash: md5 - md5: acd548046bd08186c8e0b66b12d050ee + md5: 8b66374ed1ebb3b77fbe669a0a80b8cd size: 187 - path: docs/metrics/events/the-barn/_data/events/by_ward.csv hash: md5 @@ -25,7 +25,7 @@ stages: size: 63 - path: docs/metrics/schools/_data/engagements_by_ward.csv hash: md5 - md5: a3e03d2b7ab05debc9d1ad98248649b5 + md5: 3b0696260a65a3af8720ad0ce4898e84 size: 1540 - path: scripts/dashboard/community/events.py hash: md5 @@ -38,7 +38,7 @@ stages: size: 1629 - path: docs/dashboard/community/_data/events_with_schools.csv hash: md5 - md5: 4c41ce286796d34446d88f04eb69cabd + md5: 19962706f66c9171b8eabce58b115a58 size: 1740 prepare_residents: cmd: PYTHONPATH=scripts/ python3 scripts/dashboard/community/residents.py @@ -65,7 +65,7 @@ stages: size: 1517 - path: docs/metrics/schools/_data/engagements_by_ward.csv hash: md5 - md5: a3e03d2b7ab05debc9d1ad98248649b5 + md5: 3b0696260a65a3af8720ad0ce4898e84 size: 1540 - path: scripts/dashboard/community/residents.py hash: md5 @@ -74,9 +74,9 @@ stages: outs: - path: docs/dashboard/community/_data/residents.csv hash: md5 - md5: cf06092cb41eb239cc534cc05611ee91 + md5: a9c6479255476e0d0b59a7bbb16fc77b size: 1732 - path: docs/dashboard/community/_data/residents_with_schools.csv hash: md5 - md5: 82bd2c097b51d0ab58078ca276065f8e + md5: ca9c868783c2982f93becbcb5411652e size: 1903 diff --git a/scripts/metrics/community/dvc.lock b/scripts/metrics/community/dvc.lock index 1f07e4b0..6b90ef54 100644 --- a/scripts/metrics/community/dvc.lock +++ b/scripts/metrics/community/dvc.lock @@ -10,15 +10,15 @@ stages: outs: - path: ../../../working/metrics/community/events.csv hash: md5 - md5: beb39acd9b6ddb18c09d52e9ef90e297 - size: 280275 + md5: 3493f8cbc15212ffd607e72b1bdcc907 + size: 280271 transform: cmd: papermill transform.ipynb ../../../working/output/community-transform.ipynb deps: - path: ../../../working/metrics/community/events.csv hash: md5 - md5: beb39acd9b6ddb18c09d52e9ef90e297 - size: 280275 + md5: 3493f8cbc15212ffd607e72b1bdcc907 + size: 280271 - path: transform.ipynb hash: md5 md5: 4dc6524ef5c1124a043051d92e9f19ba diff --git a/scripts/metrics/events/scheduled/dvc.lock b/scripts/metrics/events/scheduled/dvc.lock index a19a27a0..d8b91fba 100644 --- a/scripts/metrics/events/scheduled/dvc.lock +++ b/scripts/metrics/events/scheduled/dvc.lock @@ -14,8 +14,8 @@ stages: outs: - path: working/metrics/events/all.csv hash: md5 - md5: 7d9dc7ad89eff54e2da655c9ad444478 - size: 371800 + md5: ac2f2b2c52c55f837c9e64b3825e6275 + size: 371279 transform: cmd: PYTHONPATH=. python3 scripts/metrics/events/scheduled/transform.py deps: @@ -30,13 +30,13 @@ stages: size: 676 - path: working/metrics/events/all.csv hash: md5 - md5: 7d9dc7ad89eff54e2da655c9ad444478 - size: 371800 + md5: ac2f2b2c52c55f837c9e64b3825e6275 + size: 371279 outs: - path: data/metrics/events/master/all.csv hash: md5 - md5: 729b5cd8bfe288c97354170799b61233 - size: 315010 + md5: 4d6b90af63316ce5af54f03ed571f7db + size: 316972 prepare: cmd: PYTHONPATH=. python3 scripts/metrics/events/scheduled/prepare.py deps: diff --git a/scripts/metrics/events/signature/dvc.lock b/scripts/metrics/events/signature/dvc.lock index c9d90350..6495c45e 100644 --- a/scripts/metrics/events/signature/dvc.lock +++ b/scripts/metrics/events/signature/dvc.lock @@ -5,8 +5,8 @@ stages: deps: - path: ../../../../data/metrics/events/master/all.csv hash: md5 - md5: 729b5cd8bfe288c97354170799b61233 - size: 315010 + md5: 4d6b90af63316ce5af54f03ed571f7db + size: 316972 - path: ../../../../lib/util/ hash: md5 md5: 1716a8255a4563e6111e07666ced83f0.dir @@ -42,8 +42,8 @@ stages: deps: - path: ../../../../data/metrics/events/master/all.csv hash: md5 - md5: 729b5cd8bfe288c97354170799b61233 - size: 315010 + md5: 4d6b90af63316ce5af54f03ed571f7db + size: 316972 - path: ../../../../lib/util/ hash: md5 md5: 1716a8255a4563e6111e07666ced83f0.dir @@ -79,12 +79,12 @@ stages: deps: - path: ../../../../data/metrics/events/master/all.csv hash: md5 - md5: 729b5cd8bfe288c97354170799b61233 - size: 315010 + md5: 4d6b90af63316ce5af54f03ed571f7db + size: 316972 - path: ../../../../data/metrics/events/tickets/orders.csv hash: md5 - md5: 9f8e68ad31d57af780d7bc29b528e7da - size: 285042 + md5: 0ece4bf76a83e95449c1eb3965589bb2 + size: 286068 - path: events.py hash: md5 md5: 25a51096f645446456576c2b95f6e38a @@ -96,15 +96,15 @@ stages: outs: - path: ../../../../docs/metrics/events/signature/_data/events_by_date.csv hash: md5 - md5: 4fb899aef763d17a467f86b7ea8ebdca + md5: 1458529c25bd9067ab3e4e4e84cbe96c size: 265 - path: ../../../../docs/metrics/events/signature/_data/events_by_ward.csv hash: md5 - md5: ee806e4016158b9f64dccbd0dc8040ad + md5: f67692fe7ac5e62b1a275c0f592054f6 size: 512 - path: ../../../../docs/metrics/events/signature/_data/headlines.json hash: md5 - md5: 4332135149c61e54554b81b6b35be290 + md5: 2b0ecaaca4a5346b4130f4f0f90f0478 size: 210 - path: ../../../../docs/metrics/events/signature/_data/tickets_by_event_date.csv hash: md5 @@ -119,8 +119,8 @@ stages: deps: - path: ../../../../data/metrics/events/master/all.csv hash: md5 - md5: 729b5cd8bfe288c97354170799b61233 - size: 315010 + md5: 4d6b90af63316ce5af54f03ed571f7db + size: 316972 - path: ../../../../lib/util/ hash: md5 md5: 1716a8255a4563e6111e07666ced83f0.dir @@ -156,8 +156,8 @@ stages: deps: - path: ../../../../data/metrics/events/master/all.csv hash: md5 - md5: 729b5cd8bfe288c97354170799b61233 - size: 315010 + md5: 4d6b90af63316ce5af54f03ed571f7db + size: 316972 - path: ../../../../lib/util/ hash: md5 md5: 1716a8255a4563e6111e07666ced83f0.dir @@ -193,8 +193,8 @@ stages: deps: - path: ../../../../data/metrics/events/master/all.csv hash: md5 - md5: 729b5cd8bfe288c97354170799b61233 - size: 315010 + md5: 4d6b90af63316ce5af54f03ed571f7db + size: 316972 - path: ../../../../lib/util/ hash: md5 md5: 1716a8255a4563e6111e07666ced83f0.dir @@ -211,17 +211,17 @@ stages: outs: - path: ../../../../docs/metrics/events/smeaton-300/_data/events/by_month.csv hash: md5 - md5: 235af2e42f0a0829ca835dc155b0dbd2 - size: 265 + md5: acb7902701f6aa3c829399ac1e882d91 + size: 266 - path: ../../../../docs/metrics/events/smeaton-300/_data/events/by_ward.csv hash: md5 - md5: 5e5c862296088ac4efd3c10aaf36ace7 + md5: 4ad5a99101e021e98fa0866e87874457 size: 163 - path: ../../../../docs/metrics/events/smeaton-300/_data/events/by_week.csv hash: md5 - md5: c548f72a71bba3fe32bc91822d6948b7 - size: 869 + md5: 3ea9450b6b6834866ee26357da37625c + size: 873 - path: ../../../../docs/metrics/events/smeaton-300/_data/events/headlines.json hash: md5 - md5: fb17f0367a74d7935243c7a4e3695ca4 + md5: 525008c89046c97c889b31d832399990 size: 154 diff --git a/scripts/metrics/events/ticketing/dvc.lock b/scripts/metrics/events/ticketing/dvc.lock index 8f8dff26..82ae5590 100644 --- a/scripts/metrics/events/ticketing/dvc.lock +++ b/scripts/metrics/events/ticketing/dvc.lock @@ -18,15 +18,15 @@ stages: outs: - path: ../../../../working/metrics/ticketing/orders.csv hash: md5 - md5: 15fcabdbef1093efc6eb1b958617f048 - size: 632378 + md5: 728fed7652be7633af3771b10de266d5 + size: 634579 transform: cmd: papermill tickets.ipynb ../../../../working/output/tickets-transform.ipynb deps: - path: ../../../../working/metrics/ticketing/orders.csv hash: md5 - md5: 15fcabdbef1093efc6eb1b958617f048 - size: 632378 + md5: 728fed7652be7633af3771b10de266d5 + size: 634579 - path: pipes.py hash: md5 md5: 564a48f276d11d6a64b72b71f5e50c66 @@ -38,5 +38,5 @@ stages: outs: - path: ../../../../data/metrics/events/tickets/orders.csv hash: md5 - md5: 9f8e68ad31d57af780d7bc29b528e7da - size: 285042 + md5: 0ece4bf76a83e95449c1eb3965589bb2 + size: 286068 diff --git a/scripts/metrics/partner-events/dvc.lock b/scripts/metrics/partner-events/dvc.lock index 64764020..d348268a 100644 --- a/scripts/metrics/partner-events/dvc.lock +++ b/scripts/metrics/partner-events/dvc.lock @@ -32,15 +32,15 @@ stages: outs: - path: ../../../data/metrics/events/partner-events/events.csv hash: md5 - md5: 1917fd7ad068eca8eebd54b0829e20fd - size: 13197 + md5: f9c7d23def85f73e879bf3b4a87f92e4 + size: 13250 prepare: cmd: PYTHONPATH=. python3 scripts/metrics/partner-events/prepare.py deps: - path: data/metrics/events/partner-events/events.csv hash: md5 - md5: 1917fd7ad068eca8eebd54b0829e20fd - size: 13197 + md5: f9c7d23def85f73e879bf3b4a87f92e4 + size: 13250 - path: scripts/metrics/partner-events/prepare.py hash: md5 md5: a08bf989636b2661243db829be932bc1 @@ -48,13 +48,13 @@ stages: outs: - path: docs/metrics/events/partner/_data/by_month.csv hash: md5 - md5: f57cf036bff60c689de0dc000ed5e12d + md5: b8e2238ed67e80dae61b9302dfd447be size: 266 - path: docs/metrics/events/partner/_data/by_ward.csv hash: md5 - md5: acd548046bd08186c8e0b66b12d050ee + md5: 8b66374ed1ebb3b77fbe669a0a80b8cd size: 187 - path: docs/metrics/events/partner/_data/headline.json hash: md5 - md5: 2e46e67f75686b3572cc425a40f60920 + md5: 52e824794535c24af321007d08ace1ad size: 68 diff --git a/scripts/metrics/schools/dvc.lock b/scripts/metrics/schools/dvc.lock index 7c49e8ef..cda36a52 100644 --- a/scripts/metrics/schools/dvc.lock +++ b/scripts/metrics/schools/dvc.lock @@ -9,13 +9,13 @@ stages: size: 2597 - path: working/metrics/airtable/schools_events.csv hash: md5 - md5: a915ced972f86f48442f165e39ebca2d - size: 167495 + md5: 3cb26bf1259f791f80caaf4a268bd90c + size: 167073 outs: - path: data/metrics/schools/schools_events.csv hash: md5 - md5: 1f9162081fa1990adf9f00313c7f893d - size: 70208 + md5: 5bd4b257d0d052ac83a5c3347f919414 + size: 71126 extract: cmd: PYTHONPATH=. python scripts/metrics/schools/extract.py deps: @@ -26,15 +26,15 @@ stages: outs: - path: working/metrics/airtable/schools_events.csv hash: md5 - md5: a915ced972f86f48442f165e39ebca2d - size: 167495 + md5: 3cb26bf1259f791f80caaf4a268bd90c + size: 167073 prepare: cmd: PYTHONPATH=. python scripts/metrics/schools/prepare.py deps: - path: data/metrics/schools/schools_events.csv hash: md5 - md5: 1f9162081fa1990adf9f00313c7f893d - size: 70208 + md5: 5bd4b257d0d052ac83a5c3347f919414 + size: 71126 - path: data/reference/leeds_wards.csv hash: md5 md5: 887a42d46d34c9e966211a79f2b8a672 @@ -50,20 +50,20 @@ stages: outs: - path: docs/metrics/schools/_data/engagements_by_ward.csv hash: md5 - md5: a3e03d2b7ab05debc9d1ad98248649b5 + md5: 3b0696260a65a3af8720ad0ce4898e84 size: 1540 - path: docs/metrics/schools/_data/engagements_by_week.csv hash: md5 - md5: 9efc72d7b11cdf5e78f496414e464c84 - size: 1544 + md5: 2ce7edbf1d7e18ac0f765db33b93e33e + size: 1571 - path: docs/metrics/schools/_data/headlines.json hash: md5 - md5: f632f91edb1049c38ffb9ad3cae7cc2f + md5: 2ce0e89c4522e108d23407b3f492f836 size: 374 - path: docs/metrics/schools/_data/school_engagement_counts.csv hash: md5 - md5: f65f4abc3d8a8918ee7ab24075534ed9 - size: 10669 + md5: 514309cd9676795a58aba826641911e5 + size: 10712 ref_data: cmd: PYTHONPATH=. python scripts/metrics/schools/get_reference_data.py deps: diff --git a/working/output/childrens-day.ipynb b/working/output/childrens-day.ipynb index f1eee3cf..36e0e85c 100644 --- a/working/output/childrens-day.ipynb +++ b/working/output/childrens-day.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "markdown", - "id": "05abe89b", + "id": "a684063a", "metadata": { "papermill": { - "duration": 0.003685, - "end_time": "2023-10-25T23:39:07.020942", + "duration": 0.003302, + "end_time": "2023-10-26T23:41:14.257605", "exception": false, - "start_time": "2023-10-25T23:39:07.017257", + "start_time": "2023-10-26T23:41:14.254303", "status": "completed" }, "tags": [] @@ -20,19 +20,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "6bf2027c", + "id": "920050d8", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:39:07.028288Z", - "iopub.status.busy": "2023-10-25T23:39:07.027583Z", - "iopub.status.idle": "2023-10-25T23:39:21.684805Z", - "shell.execute_reply": "2023-10-25T23:39:21.683724Z" + "iopub.execute_input": "2023-10-26T23:41:14.264377Z", + "iopub.status.busy": "2023-10-26T23:41:14.263339Z", + "iopub.status.idle": "2023-10-26T23:41:27.138196Z", + "shell.execute_reply": "2023-10-26T23:41:27.137276Z" }, "papermill": { - "duration": 14.663888, - "end_time": "2023-10-25T23:39:21.687536", + "duration": 12.880897, + "end_time": "2023-10-26T23:41:27.140749", "exception": false, - "start_time": "2023-10-25T23:39:07.023648", + "start_time": "2023-10-26T23:41:14.259852", "status": "completed" }, "tags": [] @@ -47,13 +47,13 @@ }, { "cell_type": "markdown", - "id": "2ca6fed6", + "id": "83c6d975", "metadata": { "papermill": { - "duration": 0.002588, - "end_time": "2023-10-25T23:39:21.692787", + "duration": 0.002439, + "end_time": "2023-10-26T23:41:27.145480", "exception": false, - "start_time": "2023-10-25T23:39:21.690199", + "start_time": "2023-10-26T23:41:27.143041", "status": "completed" }, "tags": [] @@ -65,19 +65,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "1b66091b", + "id": "7b4f63b0", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:39:21.699514Z", - "iopub.status.busy": "2023-10-25T23:39:21.699192Z", - "iopub.status.idle": "2023-10-25T23:39:21.704085Z", - "shell.execute_reply": "2023-10-25T23:39:21.703173Z" + "iopub.execute_input": "2023-10-26T23:41:27.151322Z", + "iopub.status.busy": "2023-10-26T23:41:27.150602Z", + "iopub.status.idle": "2023-10-26T23:41:27.155242Z", + "shell.execute_reply": "2023-10-26T23:41:27.154533Z" }, "papermill": { - "duration": 0.011333, - "end_time": "2023-10-25T23:39:21.706199", + "duration": 0.009513, + "end_time": "2023-10-26T23:41:27.157051", "exception": false, - "start_time": "2023-10-25T23:39:21.694866", + "start_time": "2023-10-26T23:41:27.147538", "status": "completed" }, "tags": [] @@ -89,13 +89,13 @@ }, { "cell_type": "markdown", - "id": "964945c9", + "id": "e246b833", "metadata": { "papermill": { - "duration": 0.002061, - "end_time": "2023-10-25T23:39:21.710374", + "duration": 0.001965, + "end_time": "2023-10-26T23:41:27.161028", "exception": false, - "start_time": "2023-10-25T23:39:21.708313", + "start_time": "2023-10-26T23:41:27.159063", "status": "completed" }, "tags": [] @@ -112,19 +112,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "6c3d631d", + "id": "0eed4de7", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:39:21.716419Z", - "iopub.status.busy": "2023-10-25T23:39:21.715688Z", - "iopub.status.idle": "2023-10-25T23:39:21.780119Z", - "shell.execute_reply": "2023-10-25T23:39:21.779000Z" + "iopub.execute_input": "2023-10-26T23:41:27.166992Z", + "iopub.status.busy": "2023-10-26T23:41:27.166139Z", + "iopub.status.idle": "2023-10-26T23:41:27.217689Z", + "shell.execute_reply": "2023-10-26T23:41:27.216971Z" }, "papermill": { - "duration": 0.070824, - "end_time": "2023-10-25T23:39:21.783371", + "duration": 0.056665, + "end_time": "2023-10-26T23:41:27.219679", "exception": false, - "start_time": "2023-10-25T23:39:21.712547", + "start_time": "2023-10-26T23:41:27.163014", "status": "completed" }, "tags": [] @@ -883,7 +883,7 @@ " NaN\n", " \n", " \n", - " 916\n", + " 915\n", " 59.0\n", " NaN\n", " 1714\n", @@ -900,7 +900,7 @@ " NaN\n", " \n", " \n", - " 992\n", + " 991\n", " 1050.0\n", " NaN\n", " 218\n", @@ -917,7 +917,7 @@ " ['Roundhay']\n", " \n", " \n", - " 1164\n", + " 1163\n", " 8.0\n", " NaN\n", " 2136\n", @@ -981,9 +981,9 @@ "795 10.0 \n", "804 30.0 \n", "805 11.0 \n", - "916 59.0 \n", - "992 1050.0 \n", - "1164 8.0 \n", + "915 59.0 \n", + "991 1050.0 \n", + "1163 8.0 \n", "\n", " actual_audience_size_number_of_participants_online airtable_id \\\n", "5 NaN 968 \n", @@ -1028,9 +1028,9 @@ "795 NaN 1680 \n", "804 NaN 1682 \n", "805 NaN 1535 \n", - "916 NaN 1714 \n", - "992 NaN 218 \n", - "1164 NaN 2136 \n", + "915 NaN 1714 \n", + "991 NaN 218 \n", + "1163 NaN 2136 \n", "\n", " end_date event_name \\\n", "5 2022-09-13 Young Creatives Audition \n", @@ -1075,9 +1075,9 @@ "795 2023-06-22 07 - Children's Day: Visibility Campaign Photo... \n", "804 NaN Schools Workshop \n", "805 NaN Schools Workshop \n", - "916 NaN Schools Workshop \n", - "992 2023-07-14 Children's Day Event Day \n", - "1164 2023-09-21 Young Creatives: Evaluation Session \n", + "915 NaN Schools Workshop \n", + "991 2023-07-14 Children's Day Event Day \n", + "1163 2023-09-21 Young Creatives: Evaluation Session \n", "\n", " event_type \\\n", "5 ['CLE - Youth Voice session'] \n", @@ -1122,9 +1122,9 @@ "795 ['CLE - Youth Voice session'] \n", "804 ['CLE - Creative Learning session'] \n", "805 ['CLE - Creative Learning session'] \n", - "916 ['CLE - Creative Learning session'] \n", - "992 ['Public Event - Large Scale Outdoor Event'] \n", - "1164 ['CLE - Youth Voice session'] \n", + "915 ['CLE - Creative Learning session'] \n", + "991 ['Public Event - Large Scale Outdoor Event'] \n", + "1163 ['CLE - Youth Voice session'] \n", "\n", " event_unique_identifier \\\n", "5 07 - Children's Day: Young Creatives Audition \n", @@ -1169,9 +1169,9 @@ "795 07 - Children's Day: 07 - Children's Day: Visi... \n", "804 07 - Children's Day: Schools Workshop \n", "805 07 - Children's Day: Schools Workshop \n", - "916 07 - Children's Day: Schools Workshop \n", - "992 07 - Children's Day: Children's Day Event Day \n", - "1164 07 - Children's Day: Young Creatives: Evaluati... \n", + "915 07 - Children's Day: Schools Workshop \n", + "991 07 - Children's Day: Children's Day Event Day \n", + "1163 07 - Children's Day: Young Creatives: Evaluati... \n", "\n", " number_of_booked_participants postcode_(from_venue) \\\n", "5 12.0 ['LS10 1NE'] \n", @@ -1216,9 +1216,9 @@ "795 11.0 NaN \n", "804 30.0 NaN \n", "805 11.0 NaN \n", - "916 59.0 NaN \n", - "992 NaN ['LS8 1DF'] \n", - "1164 NaN ['LS10 1NE'] \n", + "915 59.0 NaN \n", + "991 NaN ['LS8 1DF'] \n", + "1163 NaN ['LS10 1NE'] \n", "\n", " project_name project_type \\\n", "5 07 - Children's Day Produce (Signature) \n", @@ -1263,9 +1263,9 @@ "795 07 - Children's Day Produce (Signature) \n", "804 07 - Children's Day NaN \n", "805 07 - Children's Day NaN \n", - "916 07 - Children's Day NaN \n", - "992 07 - Children's Day Produce (Signature) \n", - "1164 07 - Children's Day Produce (Signature) \n", + "915 07 - Children's Day NaN \n", + "991 07 - Children's Day Produce (Signature) \n", + "1163 07 - Children's Day Produce (Signature) \n", "\n", " season start_date \\\n", "5 ['2022 activity', 'Season 2 - Playing'] 2022-09-13 \n", @@ -1310,9 +1310,9 @@ "795 ['Season 2 - Playing'] 2023-06-06 \n", "804 ['Season 2 - Playing'] 2023-06-06 \n", "805 ['Season 2 - Playing'] 2023-06-06 \n", - "916 ['Season 2 - Playing'] 2023-06-21 \n", - "992 ['Season 2 - Playing'] 2023-07-14 \n", - "1164 ['Season 3 - Dreaming'] 2023-09-21 \n", + "915 ['Season 2 - Playing'] 2023-06-21 \n", + "991 ['Season 2 - Playing'] 2023-07-14 \n", + "1163 ['Season 3 - Dreaming'] 2023-09-21 \n", "\n", " ward_(from_venue) \n", "5 ['Hunslet and Riverside'] \n", @@ -1357,9 +1357,9 @@ "795 NaN \n", "804 NaN \n", "805 NaN \n", - "916 NaN \n", - "992 ['Roundhay'] \n", - "1164 ['Hunslet and Riverside'] " + "915 NaN \n", + "991 ['Roundhay'] \n", + "1163 ['Hunslet and Riverside'] " ] }, "execution_count": 3, @@ -1375,13 +1375,13 @@ }, { "cell_type": "markdown", - "id": "50b9da6e", + "id": "cb34f4c4", "metadata": { "papermill": { - "duration": 0.00388, - "end_time": "2023-10-25T23:39:21.791595", + "duration": 0.003589, + "end_time": "2023-10-26T23:41:27.227061", "exception": false, - "start_time": "2023-10-25T23:39:21.787715", + "start_time": "2023-10-26T23:41:27.223472", "status": "completed" }, "tags": [] @@ -1393,19 +1393,19 @@ { "cell_type": "code", "execution_count": 4, - "id": "c05fa4cc", + "id": "20d082a4", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:39:21.803051Z", - "iopub.status.busy": "2023-10-25T23:39:21.802411Z", - "iopub.status.idle": "2023-10-25T23:39:21.850026Z", - "shell.execute_reply": "2023-10-25T23:39:21.848715Z" + "iopub.execute_input": "2023-10-26T23:41:27.235737Z", + "iopub.status.busy": "2023-10-26T23:41:27.235015Z", + "iopub.status.idle": "2023-10-26T23:41:27.273403Z", + "shell.execute_reply": "2023-10-26T23:41:27.271928Z" }, "papermill": { - "duration": 0.056097, - "end_time": "2023-10-25T23:39:21.852729", + "duration": 0.045095, + "end_time": "2023-10-26T23:41:27.275555", "exception": false, - "start_time": "2023-10-25T23:39:21.796632", + "start_time": "2023-10-26T23:41:27.230460", "status": "completed" }, "tags": [] @@ -1436,14 +1436,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 17.115876, - "end_time": "2023-10-25T23:39:22.278255", + "duration": 15.056268, + "end_time": "2023-10-26T23:41:27.700854", "environment_variables": {}, "exception": null, "input_path": "childrens-day.ipynb", "output_path": "../../../../working/output/childrens-day.ipynb", "parameters": {}, - "start_time": "2023-10-25T23:39:05.162379", + "start_time": "2023-10-26T23:41:12.644586", "version": "2.4.0" } }, diff --git a/working/output/community-transform.ipynb b/working/output/community-transform.ipynb index 997e9f68..74075189 100644 --- a/working/output/community-transform.ipynb +++ b/working/output/community-transform.ipynb @@ -3,19 +3,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "dcef5d7f", + "id": "86ffba25", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:41:54.971025Z", - "iopub.status.busy": "2023-10-25T23:41:54.970249Z", - "iopub.status.idle": "2023-10-25T23:41:54.982738Z", - "shell.execute_reply": "2023-10-25T23:41:54.981712Z" + "iopub.execute_input": "2023-10-26T23:38:53.464794Z", + "iopub.status.busy": "2023-10-26T23:38:53.463744Z", + "iopub.status.idle": "2023-10-26T23:38:53.475802Z", + 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"2023-10-25T23:42:09.336993", + "duration": 12.74033, + "end_time": "2023-10-26T23:39:06.220993", "exception": false, - "start_time": "2023-10-25T23:41:54.987837", + "start_time": "2023-10-26T23:38:53.480663", "status": "completed" }, "tags": [] @@ -60,19 +60,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "d08781be", + "id": "571c881d", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:42:09.345710Z", - "iopub.status.busy": "2023-10-25T23:42:09.345084Z", - "iopub.status.idle": "2023-10-25T23:42:09.393292Z", - "shell.execute_reply": "2023-10-25T23:42:09.392320Z" + "iopub.execute_input": "2023-10-26T23:39:06.228524Z", + "iopub.status.busy": "2023-10-26T23:39:06.227776Z", + "iopub.status.idle": "2023-10-26T23:39:06.251556Z", + "shell.execute_reply": "2023-10-26T23:39:06.250813Z" }, "papermill": { - "duration": 0.055048, - "end_time": "2023-10-25T23:42:09.395622", + "duration": 0.029941, + "end_time": "2023-10-26T23:39:06.253822", "exception": false, - 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@@ -111,19 +111,19 @@ { "cell_type": "code", "execution_count": 5, - "id": "373caab5", + "id": "9b6aff44", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:42:09.427232Z", - "iopub.status.busy": "2023-10-25T23:42:09.426944Z", - "iopub.status.idle": "2023-10-25T23:42:09.462733Z", - "shell.execute_reply": "2023-10-25T23:42:09.461839Z" + "iopub.execute_input": "2023-10-26T23:39:06.285694Z", + "iopub.status.busy": "2023-10-26T23:39:06.284926Z", + "iopub.status.idle": "2023-10-26T23:39:06.313659Z", + "shell.execute_reply": "2023-10-26T23:39:06.312680Z" }, "papermill": { - "duration": 0.041968, - "end_time": "2023-10-25T23:42:09.465077", + "duration": 0.034699, + "end_time": "2023-10-26T23:39:06.315884", "exception": false, - "start_time": "2023-10-25T23:42:09.423109", + "start_time": "2023-10-26T23:39:06.281185", "status": "completed" }, "tags": [] @@ -139,19 +139,19 @@ { "cell_type": "code", "execution_count": 6, - "id": "a9ad1164", + "id": "79678885", "metadata": { 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"2023-10-26T23:39:06.344231", "status": "completed" }, "tags": [] @@ -352,13 +352,13 @@ }, { "cell_type": "markdown", - "id": "4ed6b914", + "id": "05085d47", "metadata": { "papermill": { - "duration": 0.003582, - "end_time": "2023-10-25T23:42:09.531767", + "duration": 0.003061, + "end_time": "2023-10-26T23:39:06.378111", "exception": false, - "start_time": "2023-10-25T23:42:09.528185", + "start_time": "2023-10-26T23:39:06.375050", "status": "completed" }, "tags": [] @@ -370,19 +370,19 @@ { "cell_type": "code", "execution_count": 8, - "id": "3884f833", + "id": "7f155c05", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:42:09.541454Z", - "iopub.status.busy": "2023-10-25T23:42:09.541142Z", - "iopub.status.idle": "2023-10-25T23:42:09.557693Z", - "shell.execute_reply": "2023-10-25T23:42:09.556485Z" + "iopub.execute_input": "2023-10-26T23:39:06.391293Z", + "iopub.status.busy": "2023-10-26T23:39:06.390516Z", + "iopub.status.idle": "2023-10-26T23:39:06.404424Z", + 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"papermill": { - "duration": 0.004595, - "end_time": "2023-10-25T23:36:59.251999", + "duration": 0.003953, + "end_time": "2023-10-26T23:37:26.501046", "exception": false, - "start_time": "2023-10-25T23:36:59.247404", + "start_time": "2023-10-26T23:37:26.497093", "status": "completed" }, "tags": [] @@ -22,19 +22,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "85941021", + "id": "1738fa82", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:36:59.261313Z", - "iopub.status.busy": "2023-10-25T23:36:59.260257Z", - "iopub.status.idle": "2023-10-25T23:37:14.016443Z", - "shell.execute_reply": "2023-10-25T23:37:14.015289Z" + "iopub.execute_input": "2023-10-26T23:37:26.511670Z", + "iopub.status.busy": "2023-10-26T23:37:26.510806Z", + "iopub.status.idle": "2023-10-26T23:37:39.051430Z", + "shell.execute_reply": "2023-10-26T23:37:39.050590Z" }, "papermill": { - "duration": 14.763653, - "end_time": "2023-10-25T23:37:14.019261", + "duration": 12.549111, + "end_time": 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"metadata": { "papermill": { - "duration": 0.003498, - "end_time": "2023-10-25T23:37:14.223489", + "duration": 0.003759, + "end_time": "2023-10-26T23:37:39.214892", "exception": false, - "start_time": "2023-10-25T23:37:14.219991", + "start_time": "2023-10-26T23:37:39.211133", "status": "completed" }, "tags": [] @@ -223,19 +223,19 @@ { "cell_type": "code", "execution_count": 6, - "id": "9ee26a2c", + "id": "6c616bbd", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:37:14.232688Z", - "iopub.status.busy": "2023-10-25T23:37:14.231976Z", - "iopub.status.idle": "2023-10-25T23:37:14.253622Z", - "shell.execute_reply": "2023-10-25T23:37:14.252633Z" + "iopub.execute_input": "2023-10-26T23:37:39.222455Z", + "iopub.status.busy": "2023-10-26T23:37:39.221855Z", + "iopub.status.idle": "2023-10-26T23:37:39.238311Z", + "shell.execute_reply": "2023-10-26T23:37:39.237706Z" }, "papermill": { - "duration": 0.02958, - "end_time": "2023-10-25T23:37:14.256774", + "duration": 0.022229, + 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" + "980 2023-07-09 ['Alwoodley', 'Alwoodley', 'Alwoodley', 'Alwoo... " ] }, "execution_count": 6, @@ -304,13 +304,13 @@ }, { "cell_type": "markdown", - "id": "679ba492", + "id": "15905260", "metadata": { "papermill": { - "duration": 0.003894, - "end_time": "2023-10-25T23:37:14.265464", + "duration": 0.003209, + "end_time": "2023-10-26T23:37:39.246719", "exception": false, - "start_time": "2023-10-25T23:37:14.261570", + "start_time": "2023-10-26T23:37:39.243510", "status": "completed" }, "tags": [] @@ -322,19 +322,19 @@ { "cell_type": "code", "execution_count": 7, - "id": "699d2ec9", + "id": "ea8579b6", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:37:14.279054Z", - "iopub.status.busy": "2023-10-25T23:37:14.277912Z", - "iopub.status.idle": "2023-10-25T23:37:14.290493Z", - "shell.execute_reply": "2023-10-25T23:37:14.289220Z" + "iopub.execute_input": "2023-10-26T23:37:39.255049Z", + "iopub.status.busy": "2023-10-26T23:37:39.254323Z", + "iopub.status.idle": "2023-10-26T23:37:39.263832Z", + "shell.execute_reply": "2023-10-26T23:37:39.262889Z" }, "papermill": { - "duration": 0.021041, - "end_time": "2023-10-25T23:37:14.292609", + "duration": 0.015756, + "end_time": "2023-10-26T23:37:39.265720", "exception": false, - "start_time": "2023-10-25T23:37:14.271568", + "start_time": "2023-10-26T23:37:39.249964", "status": "completed" }, "tags": [] @@ -392,19 +392,19 @@ { "cell_type": "code", "execution_count": 8, - "id": "1184f7e7", + "id": "388912fd", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:37:14.303566Z", - "iopub.status.busy": "2023-10-25T23:37:14.302824Z", - "iopub.status.idle": "2023-10-25T23:37:15.692169Z", - "shell.execute_reply": "2023-10-25T23:37:15.691201Z" + "iopub.execute_input": "2023-10-26T23:37:39.274003Z", + "iopub.status.busy": "2023-10-26T23:37:39.273520Z", + "iopub.status.idle": "2023-10-26T23:37:40.293908Z", + "shell.execute_reply": "2023-10-26T23:37:40.293178Z" }, "papermill": { - "duration": 1.39733, - "end_time": "2023-10-25T23:37:15.694707", + "duration": 1.026654, + "end_time": "2023-10-26T23:37:40.295865", "exception": false, - "start_time": "2023-10-25T23:37:14.297377", + "start_time": "2023-10-26T23:37:39.269211", "status": "completed" }, "tags": [] @@ -443,13 +443,13 @@ { "cell_type": "code", "execution_count": null, - "id": "223a2c44", + "id": "ffbfaeda", "metadata": { "papermill": { - "duration": 0.004692, - "end_time": "2023-10-25T23:37:15.704310", + "duration": 0.004495, + "end_time": "2023-10-26T23:37:40.304797", "exception": false, - "start_time": "2023-10-25T23:37:15.699618", + "start_time": "2023-10-26T23:37:40.300302", "status": "completed" }, "tags": [] @@ -478,14 +478,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 19.379288, - "end_time": "2023-10-25T23:37:16.232109", + "duration": 16.158496, + "end_time": "2023-10-26T23:37:40.727890", "environment_variables": {}, "exception": null, "input_path": "my-leeds-2023.ipynb", "output_path": "../../../../working/output/my-leeds-2023.ipynb", "parameters": {}, - "start_time": "2023-10-25T23:36:56.852821", + "start_time": "2023-10-26T23:37:24.569394", "version": "2.4.0" } }, diff --git a/working/output/nest.ipynb b/working/output/nest.ipynb index be9548d0..0a3daabe 100644 --- a/working/output/nest.ipynb +++ b/working/output/nest.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "markdown", - "id": "e2ce5a47", + "id": "f716f2a4", "metadata": { "papermill": { - "duration": 0.006361, - "end_time": "2023-10-25T23:38:48.750859", + "duration": 0.003009, + "end_time": "2023-10-26T23:40:58.307860", "exception": false, - "start_time": "2023-10-25T23:38:48.744498", + "start_time": "2023-10-26T23:40:58.304851", "status": "completed" }, "tags": [] @@ -22,19 +22,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "35309e97", + "id": "ce701c3c", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:38:48.760156Z", - "iopub.status.busy": "2023-10-25T23:38:48.759779Z", - "iopub.status.idle": "2023-10-25T23:39:03.396989Z", - "shell.execute_reply": "2023-10-25T23:39:03.395889Z" + "iopub.execute_input": "2023-10-26T23:40:58.313837Z", + "iopub.status.busy": "2023-10-26T23:40:58.313340Z", + "iopub.status.idle": "2023-10-26T23:41:11.183015Z", + "shell.execute_reply": "2023-10-26T23:41:11.181933Z" }, "papermill": { - "duration": 14.648347, - "end_time": "2023-10-25T23:39:03.402250", + "duration": 12.876228, + "end_time": "2023-10-26T23:41:11.186409", "exception": false, - "start_time": "2023-10-25T23:38:48.753903", + "start_time": "2023-10-26T23:40:58.310181", "status": "completed" }, "tags": [] @@ -49,13 +49,13 @@ }, { "cell_type": "markdown", - "id": "9cc6f3b5", + "id": "b181aa14", "metadata": { "papermill": { - "duration": 0.002705, - "end_time": "2023-10-25T23:39:03.407870", + "duration": 0.002015, + "end_time": "2023-10-26T23:41:11.190863", "exception": false, - "start_time": "2023-10-25T23:39:03.405165", + "start_time": "2023-10-26T23:41:11.188848", "status": "completed" }, "tags": [] @@ -67,19 +67,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "638a4a88", + "id": "a27899a4", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:39:03.415650Z", - "iopub.status.busy": "2023-10-25T23:39:03.413744Z", - "iopub.status.idle": "2023-10-25T23:39:03.420614Z", - "shell.execute_reply": "2023-10-25T23:39:03.419574Z" + "iopub.execute_input": "2023-10-26T23:41:11.196844Z", + "iopub.status.busy": "2023-10-26T23:41:11.196114Z", + "iopub.status.idle": "2023-10-26T23:41:11.200031Z", + "shell.execute_reply": "2023-10-26T23:41:11.199267Z" }, "papermill": { - "duration": 0.01303, - "end_time": "2023-10-25T23:39:03.423241", + "duration": 0.008831, + "end_time": "2023-10-26T23:41:11.201832", "exception": false, - "start_time": "2023-10-25T23:39:03.410211", + "start_time": "2023-10-26T23:41:11.193001", "status": "completed" }, "tags": [] @@ -91,13 +91,13 @@ }, { "cell_type": "markdown", - "id": "37743ad8", + "id": "dda5992d", "metadata": { "papermill": { - "duration": 0.003151, - "end_time": "2023-10-25T23:39:03.428618", + "duration": 0.001959, + "end_time": "2023-10-26T23:41:11.205764", "exception": false, - "start_time": "2023-10-25T23:39:03.425467", + "start_time": "2023-10-26T23:41:11.203805", "status": "completed" }, "tags": [] @@ -116,19 +116,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "1358ddb0", + "id": "5dd8b252", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:39:03.434586Z", - "iopub.status.busy": "2023-10-25T23:39:03.434257Z", - "iopub.status.idle": "2023-10-25T23:39:03.472475Z", - "shell.execute_reply": "2023-10-25T23:39:03.471565Z" + "iopub.execute_input": "2023-10-26T23:41:11.211117Z", + "iopub.status.busy": "2023-10-26T23:41:11.210613Z", + "iopub.status.idle": "2023-10-26T23:41:11.245595Z", + "shell.execute_reply": "2023-10-26T23:41:11.244755Z" }, "papermill": { - "duration": 0.04369, - "end_time": "2023-10-25T23:39:03.474562", + "duration": 0.040227, + "end_time": "2023-10-26T23:41:11.247950", "exception": false, - "start_time": "2023-10-25T23:39:03.430872", + "start_time": "2023-10-26T23:41:11.207723", "status": "completed" }, "tags": [] @@ -173,7 +173,7 @@ " \n", " \n", " \n", - " 1104\n", + " 1103\n", " 1338.0\n", " NaN\n", " 241\n", @@ -195,22 +195,22 @@ ], "text/plain": [ " actual_audience_size_number_of_participants_in_person \\\n", - "1104 1338.0 \n", + "1103 1338.0 \n", "\n", " actual_audience_size_number_of_participants_online airtable_id \\\n", - "1104 NaN 241 \n", + "1103 NaN 241 \n", "\n", " end_date event_name event_type \\\n", - "1104 2023-09-09 Melt (Run) ['Public Event - Performance'] \n", + "1103 2023-09-09 Melt (Run) ['Public Event - Performance'] \n", "\n", " event_unique_identifier number_of_booked_participants \\\n", - "1104 10 - Melt: Melt (Run) 1542.0 \n", + "1103 10 - Melt: Melt (Run) 1542.0 \n", "\n", " postcode_(from_venue) project_name project_type \\\n", - "1104 ['LS26 8AL'] 10 - Melt Produce (Signature) \n", + "1103 ['LS26 8AL'] 10 - Melt Produce (Signature) \n", "\n", " season start_date ward_(from_venue) \n", - "1104 ['Season 3 - Dreaming'] 2023-09-05 ['Garforth and Swillington'] " + "1103 ['Season 3 - Dreaming'] 2023-09-05 ['Garforth and Swillington'] " ] }, "execution_count": 3, @@ -229,13 +229,13 @@ }, { "cell_type": "markdown", - "id": "532238bf", + "id": "92aea193", "metadata": { "papermill": { - "duration": 0.002608, - "end_time": "2023-10-25T23:39:03.479917", + "duration": 0.002366, + "end_time": "2023-10-26T23:41:11.252748", "exception": false, - "start_time": "2023-10-25T23:39:03.477309", + "start_time": "2023-10-26T23:41:11.250382", "status": "completed" }, "tags": [] @@ -247,19 +247,19 @@ { "cell_type": "code", "execution_count": 4, - "id": "05f619b6", + "id": "24f3d33b", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:39:03.487341Z", - "iopub.status.busy": "2023-10-25T23:39:03.486728Z", - "iopub.status.idle": "2023-10-25T23:39:03.528394Z", - "shell.execute_reply": "2023-10-25T23:39:03.527279Z" + "iopub.execute_input": "2023-10-26T23:41:11.258893Z", + "iopub.status.busy": "2023-10-26T23:41:11.258214Z", + "iopub.status.idle": "2023-10-26T23:41:11.289736Z", + "shell.execute_reply": "2023-10-26T23:41:11.288951Z" }, "papermill": { - "duration": 0.048896, - "end_time": "2023-10-25T23:39:03.531269", + "duration": 0.036795, + "end_time": "2023-10-26T23:41:11.291767", "exception": false, - "start_time": "2023-10-25T23:39:03.482373", + "start_time": "2023-10-26T23:41:11.254972", "status": "completed" }, "tags": [] @@ -290,14 +290,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 17.164368, - "end_time": "2023-10-25T23:39:04.055075", + "duration": 15.033812, + "end_time": "2023-10-26T23:41:11.714822", "environment_variables": {}, "exception": null, "input_path": "nest.ipynb", "output_path": "../../../../working/output/nest.ipynb", "parameters": {}, - "start_time": "2023-10-25T23:38:46.890707", + "start_time": "2023-10-26T23:40:56.681010", "version": "2.4.0" } }, diff --git a/working/output/partner-events-transform.ipynb b/working/output/partner-events-transform.ipynb index 79ff5db9..f238aaf7 100644 --- a/working/output/partner-events-transform.ipynb +++ b/working/output/partner-events-transform.ipynb @@ -3,19 +3,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "024bd340", + "id": "fd70499f", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:37:44.388935Z", - "iopub.status.busy": "2023-10-25T23:37:44.388018Z", - "iopub.status.idle": "2023-10-25T23:37:44.767235Z", - "shell.execute_reply": "2023-10-25T23:37:44.766041Z" + "iopub.execute_input": "2023-10-26T23:38:01.581569Z", + "iopub.status.busy": "2023-10-26T23:38:01.580640Z", + "iopub.status.idle": "2023-10-26T23:38:01.893424Z", + "shell.execute_reply": "2023-10-26T23:38:01.892512Z" }, "papermill": { - "duration": 0.388276, - "end_time": "2023-10-25T23:37:44.770057", + "duration": 0.321803, + "end_time": "2023-10-26T23:38:01.896846", "exception": false, - "start_time": "2023-10-25T23:37:44.381781", + "start_time": "2023-10-26T23:38:01.575043", "status": "completed" }, "tags": [] @@ -32,19 +32,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "fc134a6d", + "id": "cf0d39d2", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:37:44.779051Z", - "iopub.status.busy": "2023-10-25T23:37:44.778558Z", - 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"start_time": "2023-10-25T23:37:59.301025", + "start_time": "2023-10-26T23:38:14.106091", "status": "completed" }, "tags": [] @@ -119,13 +119,13 @@ }, { "cell_type": "markdown", - "id": "d6639c75", + "id": "6f774b49", "metadata": { "papermill": { - "duration": 0.003663, - "end_time": "2023-10-25T23:37:59.321500", + "duration": 0.003222, + "end_time": "2023-10-26T23:38:14.122724", "exception": false, - "start_time": "2023-10-25T23:37:59.317837", + "start_time": "2023-10-26T23:38:14.119502", "status": "completed" }, "tags": [] @@ -137,19 +137,19 @@ { "cell_type": "code", "execution_count": 5, - "id": "a9bf4651", + "id": "f51443a5", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:37:59.329750Z", - "iopub.status.busy": "2023-10-25T23:37:59.329361Z", - "iopub.status.idle": "2023-10-25T23:37:59.344932Z", - "shell.execute_reply": "2023-10-25T23:37:59.343965Z" + "iopub.execute_input": "2023-10-26T23:38:14.131280Z", + "iopub.status.busy": "2023-10-26T23:38:14.130545Z", + "iopub.status.idle": "2023-10-26T23:38:14.144509Z", + "shell.execute_reply": "2023-10-26T23:38:14.143842Z" }, "papermill": { - 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81 rows × 2 columns

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82 rows × 2 columns

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", + "image/png": 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", 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"id": "0aff47ca", + "id": "1336a3cd", "metadata": { "papermill": { - "duration": 0.003146, - "end_time": "2023-10-25T23:41:49.888102", + "duration": 0.002924, + "end_time": "2023-10-26T23:41:58.974990", "exception": false, - "start_time": "2023-10-25T23:41:49.884956", + "start_time": "2023-10-26T23:41:58.972066", "status": "completed" }, "tags": [] @@ -160,19 +160,19 @@ { "cell_type": "code", "execution_count": 6, - "id": "f709ff90", + "id": "cd909211", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:41:49.899722Z", - "iopub.status.busy": "2023-10-25T23:41:49.899386Z", - "iopub.status.idle": "2023-10-25T23:41:49.910024Z", - "shell.execute_reply": "2023-10-25T23:41:49.909052Z" + "iopub.execute_input": "2023-10-26T23:41:58.982277Z", + "iopub.status.busy": "2023-10-26T23:41:58.981654Z", + "iopub.status.idle": "2023-10-26T23:41:58.991380Z", + "shell.execute_reply": "2023-10-26T23:41:58.990670Z" }, "papermill": { - "duration": 0.018192, - "end_time": "2023-10-25T23:41:49.912666", + "duration": 0.015494, + "end_time": "2023-10-26T23:41:58.993134", "exception": false, - "start_time": "2023-10-25T23:41:49.894474", + "start_time": "2023-10-26T23:41:58.977640", "status": "completed" }, "tags": [] @@ -188,19 +188,19 @@ { "cell_type": "code", "execution_count": 7, - "id": "8b2d420b", + "id": "6b812896", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:41:49.921087Z", - "iopub.status.busy": "2023-10-25T23:41:49.920386Z", - "iopub.status.idle": "2023-10-25T23:41:49.934548Z", - "shell.execute_reply": "2023-10-25T23:41:49.933556Z" + "iopub.execute_input": "2023-10-26T23:41:59.000824Z", + "iopub.status.busy": "2023-10-26T23:41:59.000210Z", + "iopub.status.idle": "2023-10-26T23:41:59.011045Z", + "shell.execute_reply": "2023-10-26T23:41:59.009734Z" }, "papermill": { - "duration": 0.021109, - "end_time": "2023-10-25T23:41:49.936909", + "duration": 0.016964, + "end_time": "2023-10-26T23:41:59.012963", "exception": false, - "start_time": "2023-10-25T23:41:49.915800", + "start_time": "2023-10-26T23:41:58.995999", "status": "completed" }, "tags": [] @@ -215,13 +215,13 @@ }, { "cell_type": "markdown", - "id": "a9618cb4", + "id": "30bba44e", "metadata": { "papermill": { - "duration": 0.002998, - "end_time": "2023-10-25T23:41:49.944454", + "duration": 0.002784, + "end_time": "2023-10-26T23:41:59.019698", "exception": false, - "start_time": "2023-10-25T23:41:49.941456", + "start_time": "2023-10-26T23:41:59.016914", "status": "completed" }, "tags": [] @@ -233,19 +233,19 @@ { "cell_type": "code", "execution_count": 8, - "id": "69a8614a", + "id": "8dc23b5d", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:41:49.953070Z", - "iopub.status.busy": "2023-10-25T23:41:49.952602Z", - "iopub.status.idle": "2023-10-25T23:41:49.962694Z", - "shell.execute_reply": "2023-10-25T23:41:49.961799Z" + "iopub.execute_input": "2023-10-26T23:41:59.027254Z", + "iopub.status.busy": "2023-10-26T23:41:59.026491Z", + "iopub.status.idle": "2023-10-26T23:41:59.035941Z", + "shell.execute_reply": "2023-10-26T23:41:59.035099Z" }, "papermill": { - "duration": 0.017293, - "end_time": "2023-10-25T23:41:49.964778", + "duration": 0.015391, + "end_time": "2023-10-26T23:41:59.037916", "exception": false, - "start_time": "2023-10-25T23:41:49.947485", + "start_time": "2023-10-26T23:41:59.022525", "status": "completed" }, "tags": [] @@ -261,19 +261,19 @@ { "cell_type": "code", "execution_count": 9, - "id": "40b1fa3d", + "id": "df0645f5", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:41:49.973595Z", - "iopub.status.busy": "2023-10-25T23:41:49.973113Z", - "iopub.status.idle": "2023-10-25T23:41:49.986338Z", - "shell.execute_reply": "2023-10-25T23:41:49.984994Z" + "iopub.execute_input": "2023-10-26T23:41:59.045677Z", + "iopub.status.busy": "2023-10-26T23:41:59.045147Z", + "iopub.status.idle": "2023-10-26T23:41:59.056114Z", + "shell.execute_reply": "2023-10-26T23:41:59.054840Z" }, "papermill": { - "duration": 0.020456, - "end_time": "2023-10-25T23:41:49.988552", + "duration": 0.017186, + "end_time": "2023-10-26T23:41:59.058082", "exception": false, - "start_time": "2023-10-25T23:41:49.968096", + "start_time": "2023-10-26T23:41:59.040896", "status": "completed" }, "tags": [] @@ -289,19 +289,19 @@ { "cell_type": "code", "execution_count": 10, - "id": "0dbb5ac8", + "id": "1912beda", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:41:49.998294Z", - "iopub.status.busy": "2023-10-25T23:41:49.997520Z", - "iopub.status.idle": "2023-10-25T23:41:50.007102Z", - "shell.execute_reply": "2023-10-25T23:41:50.006081Z" + "iopub.execute_input": "2023-10-26T23:41:59.065823Z", + "iopub.status.busy": "2023-10-26T23:41:59.065390Z", + "iopub.status.idle": "2023-10-26T23:41:59.071695Z", + "shell.execute_reply": "2023-10-26T23:41:59.070946Z" }, "papermill": { - "duration": 0.016876, - "end_time": "2023-10-25T23:41:50.009690", + "duration": 0.012242, + "end_time": "2023-10-26T23:41:59.073573", "exception": false, - "start_time": "2023-10-25T23:41:49.992814", + "start_time": "2023-10-26T23:41:59.061331", "status": "completed" }, "tags": [] @@ -321,13 +321,13 @@ { "cell_type": "code", "execution_count": null, - "id": "c5113e03", + "id": "1856d239", "metadata": { "papermill": { - "duration": 0.00359, - "end_time": "2023-10-25T23:41:50.016906", + "duration": 0.002988, + "end_time": "2023-10-26T23:41:59.079561", "exception": false, - "start_time": "2023-10-25T23:41:50.013316", + "start_time": "2023-10-26T23:41:59.076573", "status": "completed" }, "tags": [] @@ -356,14 +356,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 17.288588, - "end_time": "2023-10-25T23:41:50.441338", + "duration": 14.86835, + "end_time": "2023-10-26T23:41:59.401516", "environment_variables": {}, "exception": null, "input_path": "prepare.ipynb", "output_path": "../../../../working/output/signature-prepare.ipynb", "parameters": {}, - "start_time": "2023-10-25T23:41:33.152750", + "start_time": "2023-10-26T23:41:44.533166", "version": "2.4.0" } }, diff --git a/working/output/smeaton-300.ipynb b/working/output/smeaton-300.ipynb index 066239d6..be729216 100644 --- a/working/output/smeaton-300.ipynb +++ b/working/output/smeaton-300.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "markdown", - "id": "081e5439", + "id": "f8d05190", "metadata": { "papermill": { - "duration": 0.004015, - "end_time": "2023-10-25T23:39:25.219980", + "duration": 0.003097, + "end_time": "2023-10-26T23:41:30.296851", "exception": false, - "start_time": "2023-10-25T23:39:25.215965", + "start_time": "2023-10-26T23:41:30.293754", "status": "completed" }, "tags": [] @@ -20,19 +20,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "92110019", + "id": "7939103d", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:39:25.227262Z", - "iopub.status.busy": "2023-10-25T23:39:25.226495Z", - "iopub.status.idle": "2023-10-25T23:39:40.010513Z", - "shell.execute_reply": "2023-10-25T23:39:40.009392Z" + "iopub.execute_input": "2023-10-26T23:41:30.303383Z", + "iopub.status.busy": "2023-10-26T23:41:30.302523Z", + "iopub.status.idle": "2023-10-26T23:41:43.164393Z", + "shell.execute_reply": "2023-10-26T23:41:43.163456Z" }, "papermill": { - "duration": 14.790811, - "end_time": "2023-10-25T23:39:40.013343", + "duration": 12.867828, + "end_time": "2023-10-26T23:41:43.166945", "exception": false, - "start_time": "2023-10-25T23:39:25.222532", + "start_time": "2023-10-26T23:41:30.299117", "status": "completed" }, "tags": [] @@ -46,13 +46,13 @@ }, { "cell_type": "markdown", - "id": "96766163", + "id": "16826e1c", "metadata": { "papermill": { - "duration": 0.002631, - "end_time": "2023-10-25T23:39:40.019358", + "duration": 0.002971, + "end_time": "2023-10-26T23:41:43.172876", "exception": false, - "start_time": "2023-10-25T23:39:40.016727", + "start_time": "2023-10-26T23:41:43.169905", "status": "completed" }, "tags": [] @@ -64,19 +64,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "15250352", + "id": "b554ddbc", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:39:40.026320Z", - "iopub.status.busy": "2023-10-25T23:39:40.025268Z", - "iopub.status.idle": "2023-10-25T23:39:40.030211Z", - "shell.execute_reply": "2023-10-25T23:39:40.029242Z" + "iopub.execute_input": "2023-10-26T23:41:43.178752Z", + "iopub.status.busy": "2023-10-26T23:41:43.178004Z", + "iopub.status.idle": "2023-10-26T23:41:43.184358Z", + "shell.execute_reply": "2023-10-26T23:41:43.183541Z" }, "papermill": { - "duration": 0.01076, - "end_time": "2023-10-25T23:39:40.032429", + "duration": 0.011467, + "end_time": "2023-10-26T23:41:43.186394", "exception": false, - "start_time": "2023-10-25T23:39:40.021669", + "start_time": "2023-10-26T23:41:43.174927", "status": "completed" }, "tags": [] @@ -88,13 +88,13 @@ }, { "cell_type": "markdown", - "id": "8d09440f", + "id": "2666028c", "metadata": { "papermill": { - "duration": 0.002131, - "end_time": "2023-10-25T23:39:40.036803", + "duration": 0.002049, + "end_time": "2023-10-26T23:41:43.190485", "exception": false, - "start_time": "2023-10-25T23:39:40.034672", + "start_time": "2023-10-26T23:41:43.188436", "status": "completed" }, "tags": [] @@ -112,19 +112,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "532a4828", + "id": "cf03013b", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:39:40.046516Z", - "iopub.status.busy": "2023-10-25T23:39:40.045622Z", - "iopub.status.idle": "2023-10-25T23:39:40.118165Z", - "shell.execute_reply": "2023-10-25T23:39:40.117139Z" + "iopub.execute_input": "2023-10-26T23:41:43.196233Z", + "iopub.status.busy": "2023-10-26T23:41:43.195731Z", + "iopub.status.idle": "2023-10-26T23:41:43.258264Z", + "shell.execute_reply": "2023-10-26T23:41:43.257418Z" }, "papermill": { - "duration": 0.081472, - "end_time": "2023-10-25T23:39:40.121949", + "duration": 0.067652, + "end_time": "2023-10-26T23:41:43.260319", "exception": false, - "start_time": "2023-10-25T23:39:40.040477", + "start_time": "2023-10-26T23:41:43.192667", "status": "completed" }, "tags": [] @@ -305,24 +305,7 @@ " NaN\n", " \n", " \n", - " 811\n", - " 90.0\n", - " NaN\n", - " 2040\n", - " NaN\n", - " Smeaton CREST Awards - SuperStar Level\n", - " ['CLE - Creative Learning session']\n", - " 09 - Smeaton300: Learning programme: Smeaton C...\n", - " NaN\n", - " NaN\n", - " 09 - Smeaton300: Learning programme\n", - " CLE\n", - " ['Season 3 - Dreaming']\n", - " 2023-06-06\n", - " NaN\n", - " \n", - " \n", - " 816\n", + " 815\n", " NaN\n", " NaN\n", " 1064\n", @@ -339,7 +322,7 @@ " NaN\n", " \n", " \n", - " 817\n", + " 816\n", " NaN\n", " NaN\n", " 2036\n", @@ -356,7 +339,7 @@ " NaN\n", " \n", " \n", - " 1035\n", + " 1034\n", " 135.0\n", " NaN\n", " 1139\n", @@ -373,7 +356,7 @@ " ['Gipton and Harehills']\n", " \n", " \n", - " 1039\n", + " 1038\n", " 101.0\n", " NaN\n", " 1140\n", @@ -390,7 +373,7 @@ " ['Gipton and Harehills']\n", " \n", " \n", - " 1040\n", + " 1039\n", " 170.0\n", " NaN\n", " 639\n", @@ -407,7 +390,7 @@ " ['Hunslet and Riverside']\n", " \n", " \n", - " 1044\n", + " 1043\n", " 12.0\n", " NaN\n", " 643\n", @@ -424,7 +407,7 @@ " ['Hunslet and Riverside']\n", " \n", " \n", - " 1045\n", + " 1044\n", " 12.0\n", " NaN\n", " 1172\n", @@ -441,7 +424,7 @@ " ['Hunslet and Riverside']\n", " \n", " \n", - " 1055\n", + " 1054\n", " 18.0\n", " NaN\n", " 1753\n", @@ -458,7 +441,7 @@ " NaN\n", " \n", " \n", - " 1056\n", + " 1055\n", " 142.0\n", " NaN\n", " 647\n", @@ -475,7 +458,7 @@ " ['Killingbeck and Seacroft']\n", " \n", " \n", - " 1070\n", + " 1069\n", " 10.0\n", " NaN\n", " 1174\n", @@ -492,7 +475,7 @@ " ['Gipton and Harehills']\n", " \n", " \n", - " 1071\n", + " 1070\n", " 12.0\n", " NaN\n", " 1173\n", @@ -509,7 +492,7 @@ " ['Gipton and Harehills']\n", " \n", " \n", - " 1098\n", + " 1097\n", " NaN\n", " NaN\n", " 646\n", @@ -526,7 +509,7 @@ " NaN\n", " \n", " \n", - " 1106\n", + " 1105\n", " NaN\n", " NaN\n", " 1752\n", @@ -543,7 +526,7 @@ " NaN\n", " \n", " \n", - " 1115\n", + " 1114\n", " NaN\n", " NaN\n", " 1754\n", @@ -560,7 +543,7 @@ " NaN\n", " \n", " \n", - " 1117\n", + " 1116\n", " 34.0\n", " NaN\n", " 1893\n", @@ -577,7 +560,7 @@ " NaN\n", " \n", " \n", - " 1118\n", + " 1117\n", " NaN\n", " NaN\n", " 1894\n", @@ -594,7 +577,7 @@ " NaN\n", " \n", " \n", - " 1178\n", + " 1177\n", " NaN\n", " NaN\n", " 1751\n", @@ -611,7 +594,7 @@ " NaN\n", " \n", " \n", - " 1187\n", + " 1186\n", " 233.0\n", " NaN\n", " 1355\n", @@ -628,7 +611,7 @@ " ['Morley North']\n", " \n", " \n", - " 1188\n", + " 1187\n", " 1.0\n", " NaN\n", " 2101\n", @@ -645,7 +628,7 @@ " ['Alwoodley']\n", " \n", " \n", - " 1189\n", + " 1188\n", " 1.0\n", " NaN\n", " 2103\n", @@ -662,7 +645,7 @@ " ['Alwoodley']\n", " \n", " \n", - " 1190\n", + " 1189\n", " 1.0\n", " NaN\n", " 2102\n", @@ -679,7 +662,7 @@ " ['Alwoodley']\n", " \n", " \n", - " 1191\n", + " 1190\n", " 1.0\n", " NaN\n", " 2104\n", @@ -696,7 +679,7 @@ " ['Alwoodley']\n", " \n", " \n", - " 1192\n", + " 1191\n", " 12.0\n", " NaN\n", " 626\n", @@ -713,7 +696,7 @@ " ['Alwoodley']\n", " \n", " \n", - " 1193\n", + " 1192\n", " 1.0\n", " NaN\n", " 2105\n", @@ -730,7 +713,41 @@ " ['Alwoodley']\n", " \n", " \n", + " 1194\n", + " 224.0\n", + " NaN\n", + " 2218\n", + " 2023-12-31\n", + " Smeaton CREST Awards - Discovery Level\n", + " ['CLE - Creative Learning session']\n", + " 09 - Smeaton300: Learning programme: Smeaton C...\n", + " NaN\n", + " NaN\n", + " 09 - Smeaton300: Learning programme\n", + " CLE\n", + " ['Season 3 - Dreaming']\n", + " 2023-10-02\n", + " NaN\n", + " \n", + " \n", " 1195\n", + " 25.0\n", + " NaN\n", + " 2214\n", + " 2023-12-31\n", + " Smeaton CREST Awards - Discovery Level\n", + " ['CLE - Creative Learning session']\n", + " 09 - Smeaton300: Learning programme: Smeaton C...\n", + " NaN\n", + " NaN\n", + " 09 - Smeaton300: Learning programme\n", + " CLE\n", + " ['Season 3 - Dreaming']\n", + " 2023-10-02\n", + " NaN\n", + " \n", + " \n", + " 1196\n", " 80.0\n", " NaN\n", " 2038\n", @@ -747,7 +764,75 @@ " NaN\n", " \n", " \n", - " 1196\n", + " 1197\n", + " 350.0\n", + " NaN\n", + " 2215\n", + " 2023-12-31\n", + " Smeaton CREST Awards - Discovery Level\n", + " ['CLE - Creative Learning session']\n", + " 09 - Smeaton300: Learning programme: Smeaton C...\n", + " NaN\n", + " NaN\n", + " 09 - Smeaton300: Learning programme\n", + " CLE\n", + " ['Season 3 - Dreaming']\n", + " 2023-10-02\n", + " NaN\n", + " \n", + " \n", + " 1198\n", + " 40.0\n", + " NaN\n", + " 2219\n", + " 2023-12-31\n", + " Smeaton CREST Awards - Discovery Level\n", + " ['CLE - Creative Learning session']\n", + " 09 - Smeaton300: Learning programme: Smeaton C...\n", + " NaN\n", + " NaN\n", + " 09 - Smeaton300: Learning programme\n", + " CLE\n", + " ['Season 3 - Dreaming']\n", + " 2023-10-02\n", + " NaN\n", + " \n", + " \n", + " 1199\n", + " 240.0\n", + " NaN\n", + " 2217\n", + " 2023-12-31\n", + " Smeaton CREST Awards - Discovery Level\n", + " ['CLE - Creative Learning session']\n", + " 09 - Smeaton300: Learning programme: Smeaton C...\n", + " NaN\n", + " NaN\n", + " 09 - Smeaton300: Learning programme\n", + " CLE\n", + " ['Season 3 - Dreaming']\n", + " 2023-10-02\n", + " NaN\n", + " \n", + " \n", + " 1200\n", + " 240.0\n", + " NaN\n", + " 2216\n", + " 2023-12-31\n", + " Smeaton CREST Awards - Discovery Level\n", + " ['CLE - Creative Learning session']\n", + " 09 - Smeaton300: Learning programme: Smeaton C...\n", + " NaN\n", + " NaN\n", + " 09 - Smeaton300: Learning programme\n", + " CLE\n", + " ['Season 3 - Dreaming']\n", + " 2023-10-02\n", + " NaN\n", + " \n", + " \n", + " 1201\n", " 280.0\n", " NaN\n", " 2037\n", @@ -764,7 +849,7 @@ " NaN\n", " \n", " \n", - " 1214\n", + " 1219\n", " NaN\n", " NaN\n", " 231\n", @@ -781,7 +866,7 @@ " NaN\n", " \n", " \n", - " 1228\n", + " 1233\n", " 105.0\n", " NaN\n", " 1907\n", @@ -798,7 +883,7 @@ " NaN\n", " \n", " \n", - " 1235\n", + " 1240\n", " NaN\n", " NaN\n", " 1705\n", @@ -815,7 +900,7 @@ " ['Headingley and Hyde Park']\n", " \n", " \n", - " 1248\n", + " 1253\n", " NaN\n", " NaN\n", " 1706\n", @@ -832,7 +917,7 @@ " ['Little London and Woodhouse']\n", " \n", " \n", - " 1288\n", + " 1293\n", " NaN\n", " NaN\n", " 1144\n", @@ -849,7 +934,7 @@ " ['Chapel Allerton']\n", " \n", " \n", - " 1291\n", + " 1296\n", " NaN\n", " NaN\n", " 1901\n", @@ -866,7 +951,7 @@ " ['Hunslet and Riverside']\n", " \n", " \n", - " 1292\n", + " 1297\n", " NaN\n", " NaN\n", " 1900\n", @@ -883,8 +968,8 @@ " ['Hunslet and Riverside']\n", " \n", " \n", - " 1293\n", - " NaN\n", + " 1298\n", + " 95.0\n", " NaN\n", " 1756\n", " 2023-10-22\n", @@ -900,7 +985,7 @@ " ['Hunslet and Riverside']\n", " \n", " \n", - " 1297\n", + " 1302\n", " NaN\n", " NaN\n", " 1899\n", @@ -917,7 +1002,7 @@ " NaN\n", " \n", " \n", - " 1298\n", + " 1303\n", " NaN\n", " NaN\n", " 1755\n", @@ -934,8 +1019,8 @@ " NaN\n", " \n", " \n", - " 1299\n", - " NaN\n", + " 1304\n", + " 20.0\n", " NaN\n", " 1389\n", " 2023-10-24\n", @@ -951,12 +1036,12 @@ " NaN\n", " \n", " \n", - " 1300\n", + " 1305\n", " NaN\n", " NaN\n", " 1707\n", " 2023-10-24\n", - " Smeaton300 Talks: Who Built Leeds? - panel tal...\n", + " Smeaton300 Talks: Engineering Leeds : How Afri...\n", " ['Public Event - Talk / Tour']\n", " 09 - Smeaton300: Talks and Discussions: Smeato...\n", " NaN\n", @@ -981,45 +1066,50 @@ "808 40.0 \n", "809 60.0 \n", "810 60.0 \n", - "811 90.0 \n", + "815 NaN \n", "816 NaN \n", - "817 NaN \n", - "1035 135.0 \n", - "1039 101.0 \n", - "1040 170.0 \n", + "1034 135.0 \n", + "1038 101.0 \n", + "1039 170.0 \n", + "1043 12.0 \n", "1044 12.0 \n", - "1045 12.0 \n", - "1055 18.0 \n", - "1056 142.0 \n", - "1070 10.0 \n", - "1071 12.0 \n", - "1098 NaN \n", - "1106 NaN \n", - "1115 NaN \n", - "1117 34.0 \n", - "1118 NaN \n", - "1178 NaN \n", - "1187 233.0 \n", + "1054 18.0 \n", + "1055 142.0 \n", + "1069 10.0 \n", + "1070 12.0 \n", + "1097 NaN \n", + "1105 NaN \n", + "1114 NaN \n", + "1116 34.0 \n", + "1117 NaN \n", + "1177 NaN \n", + "1186 233.0 \n", + "1187 1.0 \n", "1188 1.0 \n", "1189 1.0 \n", "1190 1.0 \n", - "1191 1.0 \n", - "1192 12.0 \n", - "1193 1.0 \n", - "1195 80.0 \n", - "1196 280.0 \n", - "1214 NaN \n", - "1228 105.0 \n", - "1235 NaN \n", - "1248 NaN \n", - "1288 NaN \n", - "1291 NaN \n", - "1292 NaN \n", + "1191 12.0 \n", + "1192 1.0 \n", + "1194 224.0 \n", + "1195 25.0 \n", + "1196 80.0 \n", + "1197 350.0 \n", + "1198 40.0 \n", + "1199 240.0 \n", + "1200 240.0 \n", + "1201 280.0 \n", + "1219 NaN \n", + "1233 105.0 \n", + "1240 NaN \n", + "1253 NaN \n", "1293 NaN \n", + "1296 NaN \n", "1297 NaN \n", - "1298 NaN \n", - "1299 NaN \n", - "1300 NaN \n", + "1298 95.0 \n", + "1302 NaN \n", + "1303 NaN \n", + "1304 20.0 \n", + "1305 NaN \n", "\n", " actual_audience_size_number_of_participants_online airtable_id \\\n", "243 NaN 223 \n", @@ -1030,45 +1120,50 @@ "808 NaN 2041 \n", "809 NaN 2044 \n", "810 NaN 2045 \n", - "811 NaN 2040 \n", - "816 NaN 1064 \n", - "817 NaN 2036 \n", - "1035 NaN 1139 \n", - "1039 NaN 1140 \n", - "1040 NaN 639 \n", - "1044 NaN 643 \n", - "1045 NaN 1172 \n", - "1055 NaN 1753 \n", - "1056 NaN 647 \n", - "1070 NaN 1174 \n", - "1071 NaN 1173 \n", - "1098 NaN 646 \n", - "1106 NaN 1752 \n", - "1115 NaN 1754 \n", - "1117 NaN 1893 \n", - "1118 NaN 1894 \n", - "1178 NaN 1751 \n", - "1187 NaN 1355 \n", - "1188 NaN 2101 \n", - "1189 NaN 2103 \n", - "1190 NaN 2102 \n", - "1191 NaN 2104 \n", - "1192 NaN 626 \n", - "1193 NaN 2105 \n", - "1195 NaN 2038 \n", - "1196 NaN 2037 \n", - "1214 NaN 231 \n", - "1228 NaN 1907 \n", - "1235 NaN 1705 \n", - "1248 NaN 1706 \n", - "1288 NaN 1144 \n", - "1291 NaN 1901 \n", - "1292 NaN 1900 \n", - "1293 NaN 1756 \n", - "1297 NaN 1899 \n", - "1298 NaN 1755 \n", - "1299 NaN 1389 \n", - "1300 NaN 1707 \n", + "815 NaN 1064 \n", + "816 NaN 2036 \n", + "1034 NaN 1139 \n", + "1038 NaN 1140 \n", + "1039 NaN 639 \n", + "1043 NaN 643 \n", + "1044 NaN 1172 \n", + "1054 NaN 1753 \n", + "1055 NaN 647 \n", + "1069 NaN 1174 \n", + "1070 NaN 1173 \n", + "1097 NaN 646 \n", + "1105 NaN 1752 \n", + "1114 NaN 1754 \n", + "1116 NaN 1893 \n", + "1117 NaN 1894 \n", + "1177 NaN 1751 \n", + "1186 NaN 1355 \n", + "1187 NaN 2101 \n", + "1188 NaN 2103 \n", + "1189 NaN 2102 \n", + "1190 NaN 2104 \n", + "1191 NaN 626 \n", + "1192 NaN 2105 \n", + "1194 NaN 2218 \n", + "1195 NaN 2214 \n", + "1196 NaN 2038 \n", + "1197 NaN 2215 \n", + "1198 NaN 2219 \n", + "1199 NaN 2217 \n", + "1200 NaN 2216 \n", + "1201 NaN 2037 \n", + "1219 NaN 231 \n", + "1233 NaN 1907 \n", + "1240 NaN 1705 \n", + "1253 NaN 1706 \n", + "1293 NaN 1144 \n", + "1296 NaN 1901 \n", + "1297 NaN 1900 \n", + "1298 NaN 1756 \n", + "1302 NaN 1899 \n", + "1303 NaN 1755 \n", + "1304 NaN 1389 \n", + "1305 NaN 1707 \n", "\n", " end_date event_name \\\n", "243 2023-05-29 Delivery of Skills Development programme \n", @@ -1079,45 +1174,50 @@ "808 NaN Smeaton CREST Awards - SuperStar Level \n", "809 NaN Smeaton CREST Awards - SuperStar Level \n", "810 NaN Smeaton CREST Awards - SuperStar Level \n", - "811 NaN Smeaton CREST Awards - SuperStar Level \n", + "815 2023-12-31 Launch of Smeaton learning resources and CREST... \n", "816 2023-12-31 Launch of Smeaton learning resources and CREST... \n", - "817 2023-12-31 Launch of Smeaton learning resources and CREST... \n", - "1035 2023-08-03 MOON PALACE: PRESS LAUNCH (private) \n", - "1039 2023-08-04 MOON PALACE: Durational Day 1 (Fearnville) \n", - "1040 2023-08-05 MOON PALACE: Durational Date 2 (Royal Armouries) \n", + "1034 2023-08-03 MOON PALACE: PRESS LAUNCH (private) \n", + "1038 2023-08-04 MOON PALACE: Durational Day 1 (Fearnville) \n", + "1039 2023-08-05 MOON PALACE: Durational Date 2 (Royal Armouries) \n", + "1043 2023-08-06 MOON PALACE: Moon Gazing Date 1 (Royal Armouri... \n", "1044 2023-08-06 MOON PALACE: Moon Gazing Date 1 (Royal Armouri... \n", - "1045 2023-08-06 MOON PALACE: Moon Gazing Date 1 (Royal Armouri... \n", - "1055 2023-08-12 MOON PALACE: After Dark Observing part of We A... \n", - "1056 2023-08-12 MOON PALACE: Durational Day 3 (part of We ART ... \n", + "1054 2023-08-12 MOON PALACE: After Dark Observing part of We A... \n", + "1055 2023-08-12 MOON PALACE: Durational Day 3 (part of We ART ... \n", + "1069 2023-08-24 MOON PALACE: Moon Gazing Date 2 (Fearnville Fi... \n", "1070 2023-08-24 MOON PALACE: Moon Gazing Date 2 (Fearnville Fi... \n", - "1071 2023-08-24 MOON PALACE: Moon Gazing Date 2 (Fearnville Fi... \n", - "1098 2023-09-02 Moon Palace Daytime Observation Session at Has... \n", - "1106 2025-10-04 Lighting the Way Workshops at Leeds Libraries \n", - "1115 2023-09-09 MOON PALACE Daytime Observation Session at Vic... \n", + "1097 2023-09-02 Moon Palace Daytime Observation Session at Has... \n", + "1105 2025-10-04 Lighting the Way Workshops at Leeds Libraries \n", + "1114 2023-09-09 MOON PALACE Daytime Observation Session at Vic... \n", + "1116 2023-09-09 MOON PALACE: After Dark Observing in Victoria ... \n", "1117 2023-09-09 MOON PALACE: After Dark Observing in Victoria ... \n", - "1118 2023-09-09 MOON PALACE: After Dark Observing in Victoria ... \n", - "1178 2025-10-31 Smeaton300 at Leeds Libraries: Code Club Smeat... \n", - "1187 2023-09-30 MOON PALACE Daytime Observation Session at Whi... \n", + "1177 2025-10-31 Smeaton300 at Leeds Libraries: Code Club Smeat... \n", + "1186 2023-09-30 MOON PALACE Daytime Observation Session at Whi... \n", + "1187 2023-09-30 Smeaton 300: STEAM Conference \n", "1188 2023-09-30 Smeaton 300: STEAM Conference \n", "1189 2023-09-30 Smeaton 300: STEAM Conference \n", "1190 2023-09-30 Smeaton 300: STEAM Conference \n", "1191 2023-09-30 Smeaton 300: STEAM Conference \n", "1192 2023-09-30 Smeaton 300: STEAM Conference \n", - "1193 2023-09-30 Smeaton 300: STEAM Conference \n", + "1194 2023-12-31 Smeaton CREST Awards - Discovery Level \n", "1195 2023-12-31 Smeaton CREST Awards - Discovery Level \n", "1196 2023-12-31 Smeaton CREST Awards - Discovery Level \n", - "1214 2023-10-23 Participant / Volunteer thank you events \n", - "1228 2023-10-14 MOON PALACE: Evening Observation Session at Me... \n", - "1235 2023-10-15 Rapid Motion Through Space: An Incomplete Hist... \n", - "1248 2023-10-17 Smeaton300 Talks: The Art of Engineering - pan... \n", - "1288 2023-10-21 Moon Palace: Observe the Moon Night at Pottern... \n", - "1291 2023-10-22 MOON PALACE: After Dark Observation Session at... \n", - "1292 2023-10-22 MOON PALACE: Relaxed After Dark Observation Se... \n", - "1293 2023-10-22 MOON PALACE: Relaxed Daytime Observation Session \n", - "1297 2023-10-24 MOON PALACE: After Dark Observation Session wi... \n", - "1298 2023-10-24 MOON PALACE: After Dark Observation Session wi... \n", - "1299 2023-10-24 MOON PALACE: Daytime Observation Session at Th... \n", - "1300 2023-10-24 Smeaton300 Talks: Who Built Leeds? - panel tal... \n", + "1197 2023-12-31 Smeaton CREST Awards - Discovery Level \n", + "1198 2023-12-31 Smeaton CREST Awards - Discovery Level \n", + "1199 2023-12-31 Smeaton CREST Awards - Discovery Level \n", + "1200 2023-12-31 Smeaton CREST Awards - Discovery Level \n", + "1201 2023-12-31 Smeaton CREST Awards - Discovery Level \n", + "1219 2023-10-23 Participant / Volunteer thank you events \n", + "1233 2023-10-14 MOON PALACE: Evening Observation Session at Me... \n", + "1240 2023-10-15 Rapid Motion Through Space: An Incomplete Hist... \n", + "1253 2023-10-17 Smeaton300 Talks: The Art of Engineering - pan... \n", + "1293 2023-10-21 Moon Palace: Observe the Moon Night at Pottern... \n", + "1296 2023-10-22 MOON PALACE: After Dark Observation Session at... \n", + "1297 2023-10-22 MOON PALACE: Relaxed After Dark Observation Se... \n", + "1298 2023-10-22 MOON PALACE: Relaxed Daytime Observation Session \n", + "1302 2023-10-24 MOON PALACE: After Dark Observation Session wi... \n", + "1303 2023-10-24 MOON PALACE: After Dark Observation Session wi... \n", + "1304 2023-10-24 MOON PALACE: Daytime Observation Session at Th... \n", + "1305 2023-10-24 Smeaton300 Talks: Engineering Leeds : How Afri... \n", "\n", " event_type \\\n", "243 ['CLE - Skills and Talent session'] \n", @@ -1128,45 +1228,50 @@ "808 ['CLE - Creative Learning session'] \n", "809 ['CLE - Creative Learning session'] \n", "810 ['CLE - Creative Learning session'] \n", - "811 ['CLE - Creative Learning session'] \n", + "815 ['CLE - Creative Learning session'] \n", "816 ['CLE - Creative Learning session'] \n", - "817 ['CLE - Creative Learning session'] \n", - "1035 ['Public Event - Installation'] \n", + "1034 ['Public Event - Installation'] \n", + "1038 ['Public Event - Installation'] \n", "1039 ['Public Event - Installation'] \n", - "1040 ['Public Event - Installation'] \n", + "1043 ['Public Event - Installation'] \n", "1044 ['Public Event - Installation'] \n", - "1045 ['Public Event - Installation'] \n", + "1054 ['Public Event - Installation'] \n", "1055 ['Public Event - Installation'] \n", - "1056 ['Public Event - Installation'] \n", + "1069 ['Public Event - Installation'] \n", "1070 ['Public Event - Installation'] \n", - "1071 ['Public Event - Installation'] \n", - "1098 ['Public Event - Installation'] \n", - "1106 ['Public Event - Installation'] \n", - "1115 ['Public Event - Installation'] \n", + "1097 ['Public Event - Installation'] \n", + "1105 ['Public Event - Installation'] \n", + "1114 ['Public Event - Installation'] \n", + "1116 ['Public Event - Installation'] \n", "1117 ['Public Event - Installation'] \n", - "1118 ['Public Event - Installation'] \n", - "1178 ['Public Event - Installation'] \n", - "1187 ['Public Event - Installation'] \n", + "1177 ['Public Event - Installation'] \n", + "1186 ['Public Event - Installation'] \n", + "1187 ['CLE - Creative Learning session'] \n", "1188 ['CLE - Creative Learning session'] \n", "1189 ['CLE - Creative Learning session'] \n", "1190 ['CLE - Creative Learning session'] \n", "1191 ['CLE - Creative Learning session'] \n", "1192 ['CLE - Creative Learning session'] \n", - "1193 ['CLE - Creative Learning session'] \n", + "1194 ['CLE - Creative Learning session'] \n", "1195 ['CLE - Creative Learning session'] \n", "1196 ['CLE - Creative Learning session'] \n", - "1214 ['CLE - Participant / Volunteer thank you event'] \n", - "1228 ['Public Event - Installation'] \n", - "1235 ['Public Event - Digital Experience'] \n", - "1248 ['Public Event - Talk / Tour'] \n", - "1288 ['Public Event - Installation'] \n", - "1291 ['Public Event - Installation'] \n", - "1292 ['Public Event - Installation'] \n", + "1197 ['CLE - Creative Learning session'] \n", + "1198 ['CLE - Creative Learning session'] \n", + "1199 ['CLE - Creative Learning session'] \n", + "1200 ['CLE - Creative Learning session'] \n", + "1201 ['CLE - Creative Learning session'] \n", + "1219 ['CLE - Participant / Volunteer thank you event'] \n", + "1233 ['Public Event - Installation'] \n", + "1240 ['Public Event - Digital Experience'] \n", + "1253 ['Public Event - Talk / Tour'] \n", "1293 ['Public Event - Installation'] \n", + "1296 ['Public Event - Installation'] \n", "1297 ['Public Event - Installation'] \n", "1298 ['Public Event - Installation'] \n", - "1299 ['Public Event - Installation'] \n", - "1300 ['Public Event - Talk / Tour'] \n", + "1302 ['Public Event - Installation'] \n", + "1303 ['Public Event - Installation'] \n", + "1304 ['Public Event - Installation'] \n", + "1305 ['Public Event - Talk / Tour'] \n", "\n", " event_unique_identifier \\\n", "243 09 - Smeaton300: Moon Palace East Leeds Observ... \n", @@ -1177,45 +1282,50 @@ "808 09 - Smeaton300: Learning programme: Smeaton C... \n", "809 09 - Smeaton300: Learning programme: Smeaton C... \n", "810 09 - Smeaton300: Learning programme: Smeaton C... \n", - "811 09 - Smeaton300: Learning programme: Smeaton C... \n", + "815 09 - Smeaton300: Learning programme: Launch of... \n", "816 09 - Smeaton300: Learning programme: Launch of... \n", - "817 09 - Smeaton300: Learning programme: Launch of... \n", - "1035 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1034 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1038 09 - Smeaton300: Moon Palace East Leeds Observ... \n", "1039 09 - Smeaton300: Moon Palace East Leeds Observ... \n", - "1040 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1043 09 - Smeaton300: Moon Palace East Leeds Observ... \n", "1044 09 - Smeaton300: Moon Palace East Leeds Observ... \n", - "1045 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1054 09 - Smeaton300: Moon Palace East Leeds Observ... \n", "1055 09 - Smeaton300: Moon Palace East Leeds Observ... \n", - "1056 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1069 09 - Smeaton300: Moon Palace East Leeds Observ... \n", "1070 09 - Smeaton300: Moon Palace East Leeds Observ... \n", - "1071 09 - Smeaton300: Moon Palace East Leeds Observ... \n", - "1098 09 - Smeaton300: Moon Palace East Leeds Observ... \n", - "1106 09 - Smeaton300: Learning programme: Lighting ... \n", - "1115 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1097 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1105 09 - Smeaton300: Learning programme: Lighting ... \n", + "1114 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1116 09 - Smeaton300: Moon Palace East Leeds Observ... \n", "1117 09 - Smeaton300: Moon Palace East Leeds Observ... \n", - "1118 09 - Smeaton300: Moon Palace East Leeds Observ... \n", - "1178 09 - Smeaton300: Learning programme: Smeaton30... \n", - "1187 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1177 09 - Smeaton300: Learning programme: Smeaton30... \n", + "1186 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1187 09 - Smeaton300: Learning programme: Smeaton 3... \n", "1188 09 - Smeaton300: Learning programme: Smeaton 3... \n", "1189 09 - Smeaton300: Learning programme: Smeaton 3... \n", "1190 09 - Smeaton300: Learning programme: Smeaton 3... \n", "1191 09 - Smeaton300: Learning programme: Smeaton 3... \n", "1192 09 - Smeaton300: Learning programme: Smeaton 3... \n", - "1193 09 - Smeaton300: Learning programme: Smeaton 3... \n", + "1194 09 - Smeaton300: Learning programme: Smeaton C... \n", "1195 09 - Smeaton300: Learning programme: Smeaton C... \n", "1196 09 - Smeaton300: Learning programme: Smeaton C... \n", - "1214 09 - Smeaton300: Talks and Discussions: Partic... \n", - "1228 09 - Smeaton300: Moon Palace East Leeds Observ... \n", - "1235 09 - Smeaton300: Talks and Discussions: Rapid ... \n", - "1248 09 - Smeaton300: Talks and Discussions: Smeato... \n", - "1288 09 - Smeaton300: Moon Palace East Leeds Observ... \n", - "1291 09 - Smeaton300: Moon Palace East Leeds Observ... \n", - "1292 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1197 09 - Smeaton300: Learning programme: Smeaton C... \n", + "1198 09 - Smeaton300: Learning programme: Smeaton C... \n", + "1199 09 - Smeaton300: Learning programme: Smeaton C... \n", + "1200 09 - Smeaton300: Learning programme: Smeaton C... \n", + "1201 09 - Smeaton300: Learning programme: Smeaton C... \n", + "1219 09 - Smeaton300: Talks and Discussions: Partic... \n", + "1233 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1240 09 - Smeaton300: Talks and Discussions: Rapid ... \n", + "1253 09 - Smeaton300: Talks and Discussions: Smeato... \n", "1293 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1296 09 - Smeaton300: Moon Palace East Leeds Observ... \n", "1297 09 - Smeaton300: Moon Palace East Leeds Observ... \n", "1298 09 - Smeaton300: Moon Palace East Leeds Observ... \n", - "1299 09 - Smeaton300: Moon Palace East Leeds Observ... \n", - "1300 09 - Smeaton300: Talks and Discussions: Smeato... \n", + "1302 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1303 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1304 09 - Smeaton300: Moon Palace East Leeds Observ... \n", + "1305 09 - Smeaton300: Talks and Discussions: Smeato... \n", "\n", " number_of_booked_participants postcode_(from_venue) \\\n", "243 NaN NaN \n", @@ -1226,45 +1336,50 @@ "808 NaN NaN \n", "809 NaN NaN \n", "810 NaN NaN \n", - "811 NaN NaN \n", + "815 NaN NaN \n", "816 NaN NaN \n", - "817 NaN NaN \n", - "1035 NaN ['LS8 3LF'] \n", - "1039 NaN ['LS8 3LF'] \n", - "1040 NaN ['LS10 1LT'] \n", + "1034 NaN ['LS8 3LF'] \n", + "1038 NaN ['LS8 3LF'] \n", + "1039 NaN ['LS10 1LT'] \n", + "1043 NaN ['LS10 1LT'] \n", "1044 NaN ['LS10 1LT'] \n", - "1045 NaN ['LS10 1LT'] \n", - "1055 NaN NaN \n", - "1056 NaN ['LS14 6JS'] \n", + "1054 NaN NaN \n", + "1055 NaN ['LS14 6JS'] \n", + "1069 NaN ['LS14 6SL'] \n", "1070 NaN ['LS14 6SL'] \n", - "1071 NaN ['LS14 6SL'] \n", - "1098 NaN NaN \n", - "1106 NaN NaN \n", - "1115 NaN NaN \n", + "1097 NaN NaN \n", + "1105 NaN NaN \n", + "1114 NaN NaN \n", + "1116 NaN NaN \n", "1117 NaN NaN \n", - "1118 NaN NaN \n", - "1178 NaN NaN \n", - "1187 NaN ['LS11 8LU'] \n", + "1177 NaN NaN \n", + "1186 NaN ['LS11 8LU'] \n", + "1187 NaN ['LS17 8GS'] \n", "1188 NaN ['LS17 8GS'] \n", "1189 NaN ['LS17 8GS'] \n", "1190 NaN ['LS17 8GS'] \n", "1191 NaN ['LS17 8GS'] \n", "1192 NaN ['LS17 8GS'] \n", - "1193 NaN ['LS17 8GS'] \n", + "1194 NaN NaN \n", "1195 NaN NaN \n", "1196 NaN NaN \n", - "1214 NaN NaN \n", - "1228 NaN ['LS7 2QG'] \n", - "1235 NaN ['LS6 1JD'] \n", - "1248 NaN ['LS1 3AB'] \n", - "1288 NaN ['LS7 4HA'] \n", - "1291 NaN ['LS10 1LT'] \n", - "1292 NaN ['LS10 1LT'] \n", - "1293 NaN ['LS10 1LT'] \n", - "1297 NaN NaN \n", - "1298 NaN NaN \n", - "1299 NaN NaN \n", - "1300 NaN ['LS1 3AB'] \n", + "1197 NaN NaN \n", + "1198 NaN NaN \n", + "1199 NaN NaN \n", + "1200 NaN NaN \n", + "1201 NaN NaN \n", + "1219 NaN NaN \n", + "1233 NaN ['LS7 2QG'] \n", + "1240 NaN ['LS6 1JD'] \n", + "1253 NaN ['LS1 3AB'] \n", + "1293 NaN ['LS7 4HA'] \n", + "1296 NaN ['LS10 1LT'] \n", + "1297 NaN ['LS10 1LT'] \n", + "1298 NaN ['LS10 1LT'] \n", + "1302 NaN NaN \n", + "1303 NaN NaN \n", + "1304 NaN NaN \n", + "1305 NaN ['LS1 3AB'] \n", "\n", " project_name project_type \\\n", "243 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", @@ -1275,45 +1390,50 @@ "808 09 - Smeaton300: Learning programme CLE \n", "809 09 - Smeaton300: Learning programme CLE \n", "810 09 - Smeaton300: Learning programme CLE \n", - "811 09 - Smeaton300: Learning programme CLE \n", + "815 09 - Smeaton300: Learning programme Produce (Signature) \n", "816 09 - Smeaton300: Learning programme Produce (Signature) \n", - "817 09 - Smeaton300: Learning programme Produce (Signature) \n", - "1035 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1034 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1038 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", "1039 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", - "1040 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1043 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", "1044 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", - "1045 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1054 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", "1055 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", - "1056 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1069 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", "1070 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", - "1071 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", - "1098 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", - "1106 09 - Smeaton300: Learning programme Produce (Signature) \n", - "1115 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1097 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1105 09 - Smeaton300: Learning programme Produce (Signature) \n", + "1114 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1116 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", "1117 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", - "1118 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", - "1178 09 - Smeaton300: Learning programme Produce (Signature) \n", - "1187 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1177 09 - Smeaton300: Learning programme Produce (Signature) \n", + "1186 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1187 09 - Smeaton300: Learning programme CLE \n", "1188 09 - Smeaton300: Learning programme CLE \n", "1189 09 - Smeaton300: Learning programme CLE \n", "1190 09 - Smeaton300: Learning programme CLE \n", "1191 09 - Smeaton300: Learning programme CLE \n", "1192 09 - Smeaton300: Learning programme CLE \n", - "1193 09 - Smeaton300: Learning programme CLE \n", + "1194 09 - Smeaton300: Learning programme CLE \n", "1195 09 - Smeaton300: Learning programme CLE \n", "1196 09 - Smeaton300: Learning programme CLE \n", - "1214 09 - Smeaton300: Talks and Discussions Produce (Signature) \n", - "1228 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", - "1235 09 - Smeaton300: Talks and Discussions Produce (Signature) \n", - "1248 09 - Smeaton300: Talks and Discussions Produce (Signature) \n", - "1288 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", - "1291 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", - "1292 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1197 09 - Smeaton300: Learning programme CLE \n", + "1198 09 - Smeaton300: Learning programme CLE \n", + "1199 09 - Smeaton300: Learning programme CLE \n", + "1200 09 - Smeaton300: Learning programme CLE \n", + "1201 09 - Smeaton300: Learning programme CLE \n", + "1219 09 - Smeaton300: Talks and Discussions Produce (Signature) \n", + "1233 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1240 09 - Smeaton300: Talks and Discussions Produce (Signature) \n", + "1253 09 - Smeaton300: Talks and Discussions Produce (Signature) \n", "1293 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1296 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", "1297 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", "1298 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", - "1299 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", - "1300 09 - Smeaton300: Talks and Discussions Produce (Signature) \n", + "1302 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1303 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1304 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", + "1305 09 - Smeaton300: Talks and Discussions Produce (Signature) \n", "\n", " season start_date \\\n", "243 ['Season 1 - Awakening', 'Season 2 - Playing'] 2023-02-06 \n", @@ -1324,45 +1444,50 @@ "808 ['Season 3 - Dreaming'] 2023-06-06 \n", "809 ['Season 3 - Dreaming'] 2023-06-06 \n", "810 ['Season 3 - Dreaming'] 2023-06-06 \n", - "811 ['Season 3 - Dreaming'] 2023-06-06 \n", + "815 ['Season 2 - Playing', 'Season 3 - Dreaming'] 2023-06-08 \n", "816 ['Season 2 - Playing', 'Season 3 - Dreaming'] 2023-06-08 \n", - "817 ['Season 2 - Playing', 'Season 3 - Dreaming'] 2023-06-08 \n", - "1035 ['Season 2 - Playing'] 2023-08-03 \n", - "1039 ['Season 2 - Playing'] 2023-08-04 \n", - "1040 ['Season 2 - Playing'] 2023-08-05 \n", + "1034 ['Season 2 - Playing'] 2023-08-03 \n", + "1038 ['Season 2 - Playing'] 2023-08-04 \n", + "1039 ['Season 2 - Playing'] 2023-08-05 \n", + "1043 ['Season 2 - Playing'] 2023-08-06 \n", "1044 ['Season 2 - Playing'] 2023-08-06 \n", - "1045 ['Season 2 - Playing'] 2023-08-06 \n", + "1054 ['Season 2 - Playing'] 2023-08-12 \n", "1055 ['Season 2 - Playing'] 2023-08-12 \n", - "1056 ['Season 2 - Playing'] 2023-08-12 \n", + "1069 ['Season 2 - Playing'] 2023-08-24 \n", "1070 ['Season 2 - Playing'] 2023-08-24 \n", - "1071 ['Season 2 - Playing'] 2023-08-24 \n", - "1098 ['Season 2 - Playing'] 2023-09-02 \n", - "1106 ['Season 3 - Dreaming'] 2023-09-06 \n", - "1115 ['Season 2 - Playing'] 2023-09-09 \n", + "1097 ['Season 2 - Playing'] 2023-09-02 \n", + "1105 ['Season 3 - Dreaming'] 2023-09-06 \n", + "1114 ['Season 2 - Playing'] 2023-09-09 \n", + "1116 ['Season 2 - Playing'] 2023-09-09 \n", "1117 ['Season 2 - Playing'] 2023-09-09 \n", - "1118 ['Season 2 - Playing'] 2023-09-09 \n", - "1178 ['Season 3 - Dreaming'] 2023-09-25 \n", - "1187 ['Season 2 - Playing'] 2023-09-30 \n", + "1177 ['Season 3 - Dreaming'] 2023-09-25 \n", + "1186 ['Season 2 - Playing'] 2023-09-30 \n", + "1187 ['Season 3 - Dreaming'] 2023-09-30 \n", "1188 ['Season 3 - Dreaming'] 2023-09-30 \n", "1189 ['Season 3 - Dreaming'] 2023-09-30 \n", "1190 ['Season 3 - Dreaming'] 2023-09-30 \n", "1191 ['Season 3 - Dreaming'] 2023-09-30 \n", "1192 ['Season 3 - Dreaming'] 2023-09-30 \n", - "1193 ['Season 3 - Dreaming'] 2023-09-30 \n", + "1194 ['Season 3 - Dreaming'] 2023-10-02 \n", "1195 ['Season 3 - Dreaming'] 2023-10-02 \n", "1196 ['Season 3 - Dreaming'] 2023-10-02 \n", - "1214 ['Season 3 - Dreaming'] 2023-10-10 \n", - "1228 ['Season 2 - Playing'] 2023-10-14 \n", - "1235 ['Season 3 - Dreaming'] 2023-10-15 \n", - "1248 ['Season 3 - Dreaming'] 2023-10-17 \n", - "1288 ['Season 3 - Dreaming'] 2023-10-21 \n", - "1291 ['Season 3 - Dreaming'] 2023-10-22 \n", - "1292 ['Season 3 - Dreaming'] 2023-10-22 \n", - "1293 ['Season 3 - Dreaming'] 2023-10-22 \n", - "1297 ['Season 3 - Dreaming'] 2023-10-24 \n", - "1298 ['Season 3 - Dreaming'] 2023-10-24 \n", - "1299 ['Season 3 - Dreaming'] 2023-10-24 \n", - "1300 ['Season 3 - Dreaming'] 2023-10-24 \n", + "1197 ['Season 3 - Dreaming'] 2023-10-02 \n", + "1198 ['Season 3 - Dreaming'] 2023-10-02 \n", + "1199 ['Season 3 - Dreaming'] 2023-10-02 \n", + "1200 ['Season 3 - Dreaming'] 2023-10-02 \n", + "1201 ['Season 3 - Dreaming'] 2023-10-02 \n", + "1219 ['Season 3 - Dreaming'] 2023-10-10 \n", + "1233 ['Season 2 - Playing'] 2023-10-14 \n", + "1240 ['Season 3 - Dreaming'] 2023-10-15 \n", + "1253 ['Season 3 - Dreaming'] 2023-10-17 \n", + "1293 ['Season 3 - Dreaming'] 2023-10-21 \n", + "1296 ['Season 3 - Dreaming'] 2023-10-22 \n", + "1297 ['Season 3 - Dreaming'] 2023-10-22 \n", + "1298 ['Season 3 - Dreaming'] 2023-10-22 \n", + "1302 ['Season 3 - Dreaming'] 2023-10-24 \n", + "1303 ['Season 3 - Dreaming'] 2023-10-24 \n", + "1304 ['Season 3 - Dreaming'] 2023-10-24 \n", + "1305 ['Season 3 - Dreaming'] 2023-10-24 \n", "\n", " ward_(from_venue) \n", "243 NaN \n", @@ -1373,45 +1498,50 @@ "808 NaN \n", "809 NaN \n", "810 NaN \n", - "811 NaN \n", + "815 NaN \n", "816 NaN \n", - "817 NaN \n", - "1035 ['Gipton and Harehills'] \n", - "1039 ['Gipton and Harehills'] \n", - "1040 ['Hunslet and Riverside'] \n", + "1034 ['Gipton and Harehills'] \n", + "1038 ['Gipton and Harehills'] \n", + "1039 ['Hunslet and Riverside'] \n", + "1043 ['Hunslet and Riverside'] \n", "1044 ['Hunslet and Riverside'] \n", - "1045 ['Hunslet and Riverside'] \n", - "1055 NaN \n", - "1056 ['Killingbeck and Seacroft'] \n", + "1054 NaN \n", + "1055 ['Killingbeck and Seacroft'] \n", + "1069 ['Gipton and Harehills'] \n", "1070 ['Gipton and Harehills'] \n", - "1071 ['Gipton and Harehills'] \n", - "1098 NaN \n", - "1106 NaN \n", - "1115 NaN \n", + "1097 NaN \n", + "1105 NaN \n", + "1114 NaN \n", + "1116 NaN \n", "1117 NaN \n", - "1118 NaN \n", - "1178 NaN \n", - "1187 ['Morley North'] \n", + "1177 NaN \n", + "1186 ['Morley North'] \n", + "1187 ['Alwoodley'] \n", "1188 ['Alwoodley'] \n", "1189 ['Alwoodley'] \n", "1190 ['Alwoodley'] \n", "1191 ['Alwoodley'] \n", "1192 ['Alwoodley'] \n", - "1193 ['Alwoodley'] \n", + "1194 NaN \n", "1195 NaN \n", "1196 NaN \n", - "1214 NaN \n", - "1228 NaN \n", - "1235 ['Headingley and Hyde Park'] \n", - "1248 ['Little London and Woodhouse'] \n", - "1288 ['Chapel Allerton'] \n", - "1291 ['Hunslet and Riverside'] \n", - "1292 ['Hunslet and Riverside'] \n", - "1293 ['Hunslet and Riverside'] \n", - "1297 NaN \n", - "1298 NaN \n", - "1299 NaN \n", - "1300 ['Little London and Woodhouse'] " + "1197 NaN \n", + "1198 NaN \n", + "1199 NaN \n", + "1200 NaN \n", + "1201 NaN \n", + "1219 NaN \n", + "1233 NaN \n", + "1240 ['Headingley and Hyde Park'] \n", + "1253 ['Little London and Woodhouse'] \n", + "1293 ['Chapel Allerton'] \n", + "1296 ['Hunslet and Riverside'] \n", + "1297 ['Hunslet and Riverside'] \n", + "1298 ['Hunslet and Riverside'] \n", + "1302 NaN \n", + "1303 NaN \n", + "1304 NaN \n", + "1305 ['Little London and Woodhouse'] " ] }, "execution_count": 3, @@ -1435,13 +1565,13 @@ }, { "cell_type": "markdown", - "id": "8c5c287b", + "id": "fff52642", "metadata": { "papermill": { - "duration": 0.00503, - "end_time": "2023-10-25T23:39:40.131818", + "duration": 0.003791, + "end_time": "2023-10-26T23:41:43.268231", "exception": false, - "start_time": "2023-10-25T23:39:40.126788", + "start_time": "2023-10-26T23:41:43.264440", "status": "completed" }, "tags": [] @@ -1453,19 +1583,19 @@ { "cell_type": "code", "execution_count": 4, - "id": "61cab611", + "id": "e58cbc53", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:39:40.141617Z", - "iopub.status.busy": "2023-10-25T23:39:40.141093Z", - "iopub.status.idle": "2023-10-25T23:39:40.190468Z", - "shell.execute_reply": "2023-10-25T23:39:40.189179Z" + "iopub.execute_input": "2023-10-26T23:41:43.277294Z", + "iopub.status.busy": "2023-10-26T23:41:43.276994Z", + "iopub.status.idle": "2023-10-26T23:41:43.314393Z", + "shell.execute_reply": "2023-10-26T23:41:43.313263Z" }, "papermill": { - "duration": 0.059273, - "end_time": "2023-10-25T23:39:40.194851", + "duration": 0.044605, + "end_time": "2023-10-26T23:41:43.316662", "exception": false, - "start_time": "2023-10-25T23:39:40.135578", + "start_time": "2023-10-26T23:41:43.272057", "status": "completed" }, "tags": [] @@ -1496,14 +1626,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 17.274256, - "end_time": "2023-10-25T23:39:40.620716", + "duration": 14.943974, + "end_time": "2023-10-26T23:41:43.638142", "environment_variables": {}, "exception": null, "input_path": "smeaton-300.ipynb", "output_path": "../../../../working/output/smeaton-300.ipynb", "parameters": {}, - "start_time": "2023-10-25T23:39:23.346460", + "start_time": "2023-10-26T23:41:28.694168", "version": "2.4.0" } }, diff --git a/working/output/the-barn.ipynb b/working/output/the-barn.ipynb index d0687413..65a4aa79 100644 --- a/working/output/the-barn.ipynb +++ b/working/output/the-barn.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "markdown", - "id": "62fc5105", + "id": "1b71427d", "metadata": { "papermill": { - "duration": 0.003888, - "end_time": "2023-10-25T23:37:19.164079", + "duration": 0.005848, + "end_time": "2023-10-26T23:37:43.249208", "exception": false, - "start_time": "2023-10-25T23:37:19.160191", + "start_time": "2023-10-26T23:37:43.243360", "status": "completed" }, "tags": [] @@ -22,19 +22,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "b9d19d10", + "id": "542a41ef", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:37:19.173048Z", - "iopub.status.busy": "2023-10-25T23:37:19.172520Z", - "iopub.status.idle": "2023-10-25T23:37:33.565853Z", - "shell.execute_reply": "2023-10-25T23:37:33.564800Z" + "iopub.execute_input": "2023-10-26T23:37:43.258636Z", + "iopub.status.busy": "2023-10-26T23:37:43.257997Z", + "iopub.status.idle": "2023-10-26T23:37:55.869441Z", + "shell.execute_reply": "2023-10-26T23:37:55.868391Z" }, "papermill": { - "duration": 14.400746, - "end_time": "2023-10-25T23:37:33.568399", + "duration": 12.619111, + "end_time": "2023-10-26T23:37:55.873269", "exception": false, - "start_time": "2023-10-25T23:37:19.167653", + "start_time": "2023-10-26T23:37:43.254158", "status": "completed" }, "tags": [] @@ -48,13 +48,13 @@ }, { "cell_type": "markdown", - "id": "f5c9326e", + "id": "41d9a08f", "metadata": { "papermill": { - "duration": 0.003309, - "end_time": "2023-10-25T23:37:33.575011", + "duration": 0.003237, + "end_time": "2023-10-26T23:37:55.881518", "exception": false, - "start_time": "2023-10-25T23:37:33.571702", + "start_time": "2023-10-26T23:37:55.878281", "status": "completed" }, "tags": [] @@ -66,19 +66,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "644b3196", + "id": "aa6397dc", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:37:33.582580Z", - "iopub.status.busy": "2023-10-25T23:37:33.582289Z", - "iopub.status.idle": "2023-10-25T23:37:33.586500Z", - "shell.execute_reply": "2023-10-25T23:37:33.585563Z" + "iopub.execute_input": "2023-10-26T23:37:55.888799Z", + "iopub.status.busy": "2023-10-26T23:37:55.888144Z", + "iopub.status.idle": "2023-10-26T23:37:55.894113Z", + "shell.execute_reply": "2023-10-26T23:37:55.893316Z" }, "papermill": { - "duration": 0.010426, - "end_time": "2023-10-25T23:37:33.588328", + "duration": 0.011712, + "end_time": "2023-10-26T23:37:55.895956", "exception": false, - "start_time": "2023-10-25T23:37:33.577902", + "start_time": "2023-10-26T23:37:55.884244", "status": "completed" }, "tags": [] @@ -90,13 +90,13 @@ }, { "cell_type": "markdown", - "id": "ffed90be", + "id": "134c8156", "metadata": { "papermill": { - "duration": 0.002675, - "end_time": "2023-10-25T23:37:33.593785", + "duration": 0.002737, + "end_time": "2023-10-26T23:37:55.901507", "exception": false, - "start_time": "2023-10-25T23:37:33.591110", + "start_time": "2023-10-26T23:37:55.898770", "status": "completed" }, "tags": [] @@ -108,19 +108,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "b2d3c15c", + "id": "6f73f5b8", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:37:33.601683Z", - "iopub.status.busy": "2023-10-25T23:37:33.600990Z", - "iopub.status.idle": "2023-10-25T23:37:33.621043Z", - "shell.execute_reply": "2023-10-25T23:37:33.620056Z" + "iopub.execute_input": "2023-10-26T23:37:55.908889Z", + "iopub.status.busy": "2023-10-26T23:37:55.908207Z", + "iopub.status.idle": "2023-10-26T23:37:55.926809Z", + "shell.execute_reply": "2023-10-26T23:37:55.926100Z" }, "papermill": { - "duration": 0.026382, - "end_time": "2023-10-25T23:37:33.623534", + "duration": 0.024437, + "end_time": "2023-10-26T23:37:55.928819", "exception": false, - "start_time": "2023-10-25T23:37:33.597152", + "start_time": "2023-10-26T23:37:55.904382", "status": "completed" }, "tags": [] @@ -136,13 +136,13 @@ }, { "cell_type": "markdown", - "id": "d7395cf2", + "id": "95ab5f5f", "metadata": { "papermill": { - "duration": 0.005117, - "end_time": "2023-10-25T23:37:33.631833", + "duration": 0.002743, + "end_time": "2023-10-26T23:37:55.934413", "exception": false, - "start_time": 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"end_time": "2023-10-26T23:37:57.114182", "environment_variables": {}, "exception": null, "input_path": "the-barn.ipynb", "output_path": "../../../../working/output/the-barn.ipynb", "parameters": {}, - "start_time": "2023-10-25T23:37:17.307654", + "start_time": "2023-10-26T23:37:41.653963", "version": "2.4.0" } }, diff --git a/working/output/tickets-transform.ipynb b/working/output/tickets-transform.ipynb index 4e47cd10..d6522712 100644 --- a/working/output/tickets-transform.ipynb +++ b/working/output/tickets-transform.ipynb @@ -3,19 +3,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "57f498cd", + "id": "e0b42230", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:41:12.720220Z", - "iopub.status.busy": "2023-10-25T23:41:12.719437Z", - "iopub.status.idle": "2023-10-25T23:41:13.088290Z", - "shell.execute_reply": "2023-10-25T23:41:13.087064Z" + "iopub.execute_input": "2023-10-26T23:40:38.384139Z", + "iopub.status.busy": "2023-10-26T23:40:38.383400Z", + 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"2023-10-26T23:40:51.783070", "status": "completed" }, "tags": [] @@ -116,24 +116,24 @@ "output_type": "stream", "text": [ "\n", - "RangeIndex: 5407 entries, 0 to 5406\n", + "RangeIndex: 5426 entries, 0 to 5425\n", "Data columns (total 12 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", - " 0 object 5407 non-null object \n", - " 1 id 5407 non-null object \n", - " 2 postcode_from_question 5179 non-null object \n", - " 3 postcode_from_address 524 non-null object \n", - " 4 created_at 5407 non-null datetime64[ns]\n", - " 5 event_id 5407 non-null object \n", - " 6 event_name 5407 non-null object \n", - " 7 event_date 5407 non-null datetime64[ns]\n", - " 8 number_of_tickets 5407 non-null int64 \n", + " 0 object 5426 non-null object \n", + " 1 id 5426 non-null object \n", + " 2 postcode_from_question 5198 non-null object \n", + " 3 postcode_from_address 527 non-null object \n", + " 4 created_at 5426 non-null datetime64[ns]\n", + " 5 event_id 5426 non-null object \n", + " 6 event_name 5426 non-null object \n", + " 7 event_date 5426 non-null datetime64[ns]\n", + " 8 number_of_tickets 5426 non-null int64 \n", " 9 referral_tag 0 non-null float64 \n", - " 10 status 5407 non-null object \n", + " 10 status 5426 non-null object \n", " 11 status_message 110 non-null object \n", "dtypes: datetime64[ns](2), float64(1), int64(1), object(8)\n", - "memory usage: 507.0+ KB\n" + "memory usage: 508.8+ KB\n" ] } ], @@ -144,19 +144,19 @@ { "cell_type": "code", "execution_count": 5, - "id": "817816b7", + "id": "79c3eddb", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:41:27.281822Z", - "iopub.status.busy": "2023-10-25T23:41:27.281521Z", - "iopub.status.idle": "2023-10-25T23:41:27.289401Z", - "shell.execute_reply": "2023-10-25T23:41:27.288308Z" + "iopub.execute_input": "2023-10-26T23:40:51.809103Z", + "iopub.status.busy": "2023-10-26T23:40:51.808602Z", + "iopub.status.idle": "2023-10-26T23:40:51.815234Z", + 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"start_time": "2023-10-25T23:41:29.156086", + "start_time": "2023-10-26T23:40:53.254557", "status": "completed" }, "tags": [] @@ -220,19 +220,19 @@ { "cell_type": "code", "execution_count": 8, - "id": "edbff2ac", + "id": "53fde2e2", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:41:29.177928Z", - "iopub.status.busy": "2023-10-25T23:41:29.177094Z", - "iopub.status.idle": "2023-10-25T23:41:29.215415Z", - "shell.execute_reply": "2023-10-25T23:41:29.214352Z" + "iopub.execute_input": "2023-10-26T23:40:53.272845Z", + "iopub.status.busy": "2023-10-26T23:40:53.272230Z", + "iopub.status.idle": "2023-10-26T23:40:53.310253Z", + "shell.execute_reply": "2023-10-26T23:40:53.309249Z" }, "papermill": { - "duration": 0.045112, - "end_time": "2023-10-25T23:41:29.218154", + "duration": 0.044257, + "end_time": "2023-10-26T23:40:53.312582", "exception": false, - "start_time": "2023-10-25T23:41:29.173042", + "start_time": "2023-10-26T23:40:53.268325", "status": "completed" }, "tags": [] @@ -251,19 +251,19 @@ { "cell_type": "code", "execution_count": 9, - "id": "7deb5834", + "id": "0e90e5a0", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:41:29.234898Z", - "iopub.status.busy": "2023-10-25T23:41:29.234323Z", - "iopub.status.idle": "2023-10-25T23:41:31.364108Z", - "shell.execute_reply": "2023-10-25T23:41:31.363155Z" + "iopub.execute_input": "2023-10-26T23:40:53.321803Z", + "iopub.status.busy": "2023-10-26T23:40:53.321052Z", + "iopub.status.idle": "2023-10-26T23:40:55.031343Z", + "shell.execute_reply": "2023-10-26T23:40:55.030599Z" }, "papermill": { - "duration": 2.14307, - "end_time": "2023-10-25T23:41:31.368987", + "duration": 1.72155, + "end_time": "2023-10-26T23:40:55.038326", "exception": false, - "start_time": "2023-10-25T23:41:29.225917", + "start_time": "2023-10-26T23:40:53.316776", "status": "completed" }, "tags": [] @@ -271,7 +271,7 @@ "outputs": [ { "data": { - "image/png": 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9YTQaAQB9+/bFxYsXMWLECPz444/45JNPsHLlSgwdOvQPXn0iIiKyFM8V1MyZMwfp6emoV68efH191bBixQoAgI2NDbZu3YomTZqgXLlyeP3119GuXTt88803ahpWVlb49ttvYWVlhcjISHTq1AldunTBhAkTVJmgoCDExcVhy5YtqFSpEqZOnYr58+ezOzcRERE9lU5E5K9eiD9DRkYGnJ2dkZ6e/q9sXxM4Kk79P+X9mL9wSYiIiH6933P/5rufiIiIyCIwqCEiIiKLwKCGiIiILAKDGiIiIrIIDGqIiIjIIjCoISIiIovAoIaIiIgsAoMaIiIisggMaoiIiMgiMKghIiIii8CghoiIiCwCgxoiIiKyCAxqiIiIyCIwqCEiIiKLwKCGiIiILAKDGiIiIrIIDGqIiIjIIjCoISIiIovAoIaIiIgsAoMaIiIisggMaoiIiMgiMKghIiIii8CghoiIiCwCgxoiIiKyCAxqiIiIyCIwqCEiIiKLwKCGiIiILAKDGiIiIrIIDGqIiIjIIjCoISIiIovAoIaIiIgsAoMaIiIisggMaoiIiMgiMKghIiIii8CghoiIiCwCgxoiIiKyCAxqiIiIyCIwqCEiIiKLwKCGiIiILAKDGiIiIrIIzxXUTJo0CdWqVYOTkxO8vLzQunVrnDlzRlPm4cOH6N+/P9zd3eHo6Ih27drh+vXrmjKXL19GTEwM7O3t4eXlheHDhyMnJ0dTZufOnahcuTKMRiOCg4OxYMGC37aGRERE9K/wXEHNrl270L9/f/zwww/YsmULHj9+jCZNmiArK0uVGTp0KL755husWrUKu3btwtWrV9G2bVv1eW5uLmJiYpCdnY19+/Zh4cKFWLBgAcaMGaPKJCcnIyYmBvXr10diYiKGDBmCXr16YfPmzX/AKhMREZEl0omI/NYv37x5E15eXti1axeioqKQnp4OT09PLF26FC+99BIA4Mcff0RISAgSEhJQs2ZNbNy4Ec2bN8fVq1fh7e0NAJg7dy5GjhyJmzdvwsbGBiNHjkRcXBxOnDih5tW+fXukpaVh06ZNv2rZMjIy4OzsjPT0dJhMpt+6iv9YgaPi1P9T3o/5C5eEiIjo1/s99+/f1aYmPT0dAODm5gYAOHz4MB4/foxGjRqpMuXKlUPx4sWRkJAAAEhISECFChVUQAMA0dHRyMjIwMmTJ1WZgtMwlzFPg4iIiOhJ1r/1i3l5eRgyZAhq166NsLAwAEBqaipsbGzg4uKiKevt7Y3U1FRVpmBAY/7c/NmzymRkZODBgwews7MrtDyPHj3Co0eP1N8ZGRm/ddWIiIjoH+g3P6np378/Tpw4geXLl/+Ry/ObTZo0Cc7OzmoICAj4qxeJiIiI/od+U1AzYMAAfPvtt9ixYweKFSumxvv4+CA7OxtpaWma8tevX4ePj48q82RvKPPfv1TGZDIV+ZQGAEaPHo309HQ1XLly5besGhEREf1DPVdQIyIYMGAA1q5di+3btyMoKEjzeZUqVWAwGLBt2zY17syZM7h8+TIiIyMBAJGRkTh+/Dhu3LihymzZsgUmkwmhoaGqTMFpmMuYp1EUo9EIk8mkGYiIiOjf47na1PTv3x9Lly7F+vXr4eTkpNrAODs7w87ODs7OzujZsyeGDRsGNzc3mEwmDBw4EJGRkahZsyYAoEmTJggNDUXnzp0xefJkpKam4q233kL//v1hNBoBAH379sWsWbMwYsQI9OjRA9u3b8fKlSsRFxf31GUjIiKif7fnelIzZ84cpKeno169evD19VXDihUrVJnp06ejefPmaNeuHaKiouDj44M1a9aoz62srPDtt9/CysoKkZGR6NSpE7p06YIJEyaoMkFBQYiLi8OWLVtQqVIlTJ06FfPnz0d0dPQfsMpERERkiX5Xnpq/M+apYZ4aIiL65/nL8tQQERER/V0wqCEiIiKLwKCGiIiILAKDGiIiIrIIDGqIiIjIIjCoISIiIovAoIaIiIgsAoMaIiIisggMaoiIiMgiMKghIiIii8CghoiIiCwCgxoiIiKyCAxqiIiIyCIwqCEiIiKLwKCGiIiILAKDGiIiIrIIDGqIiIjIIjCoISIiIovAoIaIiIgsAoMaIiIisggMaoiIiMgiMKghIiIii8CghoiIiCwCgxoiIiKyCAxqiIiIyCIwqCEiIiKLwKCGiIiILAKDGiIiIrIIDGqIiIjIIjCoISIiIovAoIaIiIgsAoMaIiIisggMaoiIiMgiMKghIiIii8CghoiIiCwCgxoiIiKyCAxqiIiIyCIwqCEiIiKLwKCGiIiILAKDGiIiIrIIDGqIiIjIIjx3ULN79260aNECfn5+0Ol0WLdunebzbt26QafTaYYXX3xRU+bOnTuIjY2FyWSCi4sLevbsiczMTE2ZY8eOoW7durC1tUVAQAAmT578/GtHRERE/xrPHdRkZWWhUqVKmD179lPLvPjii7h27Zoali1bpvk8NjYWJ0+exJYtW/Dtt99i9+7d6NOnj/o8IyMDTZo0QYkSJXD48GF8+OGHGDduHObNm/e8i0tERET/EtbP+4WmTZuiadOmzyxjNBrh4+NT5GenT5/Gpk2bcPDgQVStWhUA8PHHH6NZs2aYMmUK/Pz8sGTJEmRnZ+OLL76AjY0Nypcvj8TEREybNk0T/BARERGZ/Sltanbu3AkvLy+ULVsW/fr1w+3bt9VnCQkJcHFxUQENADRq1Ah6vR779+9XZaKiomBjY6PKREdH48yZM7h7926R83z06BEyMjI0AxEREf17PPeTml/y4osvom3btggKCsKFCxfwxhtvoGnTpkhISICVlRVSU1Ph5eWlXQhra7i5uSE1NRUAkJqaiqCgIE0Zb29v9Zmrq2uh+U6aNAnjx4//o1eHiIh+QeCoOPX/lPdj/sIloX+7Pzyoad++vfp/hQoVULFiRZQqVQo7d+5Ew4YN/+jZKaNHj8awYcPU3xkZGQgICPjT5kdERER/L396l+6SJUvCw8MD58+fBwD4+Pjgxo0bmjI5OTm4c+eOaofj4+OD69eva8qY/35aWx2j0QiTyaQZiIiI6N/jTw9qfvrpJ9y+fRu+vr4AgMjISKSlpeHw4cOqzPbt25GXl4caNWqoMrt378bjx49VmS1btqBs2bJFVj0RERERPXdQk5mZicTERCQmJgIAkpOTkZiYiMuXLyMzMxPDhw/HDz/8gJSUFGzbtg2tWrVCcHAwoqOjAQAhISF48cUX0bt3bxw4cAB79+7FgAED0L59e/j5+QEAOnbsCBsbG/Ts2RMnT57EihUrMHPmTE31EhEREVFBzx3UHDp0CBEREYiIiAAADBs2DBERERgzZgysrKxw7NgxtGzZEmXKlEHPnj1RpUoVxMfHw2g0qmksWbIE5cqVQ8OGDdGsWTPUqVNHk4PG2dkZ33//PZKTk1GlShW8/vrrGDNmDLtzExER0VM9d0PhevXqQUSe+vnmzZt/cRpubm5YunTpM8tUrFgR8fHxz7t4RERE9C/Fdz8RERGRRWBQQ0RERBaBQQ0RERFZBAY1REREZBEY1BAREZFFYFBDREREFoFBDREREVkEBjVERERkERjUEBERkUVgUENEREQWgUENERERWQQGNURERGQRGNQQERGRRWBQQ0RERBaBQQ0RERFZBAY1REREZBEY1BAREZFFYFBDREREFoFBDREREVkEBjVERERkERjUEBERkUVgUENEREQWgUENERERWQQGNURERGQRGNQQERGRRWBQQ0RERBaBQQ0RERFZBAY1REREZBEY1BAREZFFYFBDREREFoFBDREREVkEBjVERERkERjUEBERkUVgUENEREQWgUENERERWQQGNURERGQRGNQQERGRRWBQQ0RERBaBQQ0RERFZBAY1REREZBGeO6jZvXs3WrRoAT8/P+h0Oqxbt07zuYhgzJgx8PX1hZ2dHRo1aoRz585pyty5cwexsbEwmUxwcXFBz549kZmZqSlz7Ngx1K1bF7a2tggICMDkyZOff+2IiIjoX+O5g5qsrCxUqlQJs2fPLvLzyZMn46OPPsLcuXOxf/9+ODg4IDo6Gg8fPlRlYmNjcfLkSWzZsgXffvstdu/ejT59+qjPMzIy0KRJE5QoUQKHDx/Ghx9+iHHjxmHevHm/YRWJiIjo38D6eb/QtGlTNG3atMjPRAQzZszAW2+9hVatWgEAFi1aBG9vb6xbtw7t27fH6dOnsWnTJhw8eBBVq1YFAHz88cdo1qwZpkyZAj8/PyxZsgTZ2dn44osvYGNjg/LlyyMxMRHTpk3TBD9EREREZn9om5rk5GSkpqaiUaNGapyzszNq1KiBhIQEAEBCQgJcXFxUQAMAjRo1gl6vx/79+1WZqKgo2NjYqDLR0dE4c+YM7t69+0cuMhEREVmI535S8yypqakAAG9vb814b29v9Vlqaiq8vLy0C2FtDTc3N02ZoKCgQtMwf+bq6lpo3o8ePcKjR4/U3xkZGb9zbYiIiOifxGJ6P02aNAnOzs5qCAgI+KsXiYiIiP6H/tCgxsfHBwBw/fp1zfjr16+rz3x8fHDjxg3N5zk5Obhz546mTFHTKDiPJ40ePRrp6elquHLlyu9fISIiov+hwFFxaqDn94cGNUFBQfDx8cG2bdvUuIyMDOzfvx+RkZEAgMjISKSlpeHw4cOqzPbt25GXl4caNWqoMrt378bjx49VmS1btqBs2bJFVj0BgNFohMlk0gxERET07/HcQU1mZiYSExORmJgIIL9xcGJiIi5fvgydTochQ4bgnXfewYYNG3D8+HF06dIFfn5+aN26NQAgJCQEL774Inr37o0DBw5g7969GDBgANq3bw8/Pz8AQMeOHWFjY4OePXvi5MmTWLFiBWbOnIlhw4b9YStOREREluW5GwofOnQI9evXV3+bA42uXbtiwYIFGDFiBLKystCnTx+kpaWhTp062LRpE2xtbdV3lixZggEDBqBhw4bQ6/Vo164dPvroI/W5s7Mzvv/+e/Tv3x9VqlSBh4cHxowZw+7cRERE9FTPHdTUq1cPIvLUz3U6HSZMmIAJEyY8tYybmxuWLl36zPlUrFgR8fHxz7t4RERE9C9lMb2fiIiI6N+NQQ0RERFZBAY1REREZBEY1BAREZFFYFBDREREFoFBDREREVkEBjVERERkERjUEBERkUVgUENEREQWgUENERERWQQGNURERGQRGNQQERGRRWBQQ0RERBaBQQ0RERFZBAY1REREZBEY1BAREZFFYFBDREREFoFBDREREVkEBjVERERkERjUEBERkUVgUENEREQWgUENERERWQQGNURERGQRGNQQERGRRWBQQ0RERBaBQQ0RERFZBAY1REREZBEY1BAREZFFYFBDREREFoFBDREREVkEBjVERERkERjUEBERkUVgUENEREQWgUENERERWQQGNURERGQRGNQQERGRRWBQQ0RERBaBQQ0RERFZBAY1REREZBEY1BAREZFFYFBDREREFuEPD2rGjRsHnU6nGcqVK6c+f/jwIfr37w93d3c4OjqiXbt2uH79umYaly9fRkxMDOzt7eHl5YXhw4cjJyfnj15UIiIisiDWf8ZEy5cvj61bt/7fTKz/bzZDhw5FXFwcVq1aBWdnZwwYMABt27bF3r17AQC5ubmIiYmBj48P9u3bh2vXrqFLly4wGAx47733/ozFJSIiIgvwpwQ11tbW8PHxKTQ+PT0dn3/+OZYuXYoGDRoAAL788kuEhITghx9+QM2aNfH999/j1KlT2Lp1K7y9vREeHo6JEydi5MiRGDduHGxsbP6MRSYiIqJ/uD+lTc25c+fg5+eHkiVLIjY2FpcvXwYAHD58GI8fP0ajRo1U2XLlyqF48eJISEgAACQkJKBChQrw9vZWZaKjo5GRkYGTJ08+dZ6PHj1CRkaGZiAiIqJ/jz88qKlRowYWLFiATZs2Yc6cOUhOTkbdunVx7949pKamwsbGBi4uLprveHt7IzU1FQCQmpqqCWjMn5s/e5pJkybB2dlZDQEBAX/sihEREdHf2h9e/dS0aVP1/4oVK6JGjRooUaIEVq5cCTs7uz96dsro0aMxbNgw9XdGRgYDGyIion+RP71Lt4uLC8qUKYPz58/Dx8cH2dnZSEtL05S5fv26aoPj4+NTqDeU+e+i2umYGY1GmEwmzUBERET/Hn96UJOZmYkLFy7A19cXVapUgcFgwLZt29TnZ86cweXLlxEZGQkAiIyMxPHjx3Hjxg1VZsuWLTCZTAgNDf2zF5eIiIj+of7w6qf//ve/aNGiBUqUKIGrV69i7NixsLKyQocOHeDs7IyePXti2LBhcHNzg8lkwsCBAxEZGYmaNWsCAJo0aYLQ0FB07twZkydPRmpqKt566y30798fRqPxj15cIiIishB/eFDz008/oUOHDrh9+zY8PT1Rp04d/PDDD/D09AQATJ8+HXq9Hu3atcOjR48QHR2NTz75RH3fysoK3377Lfr164fIyEg4ODiga9eumDBhwh+9qERERGRB/vCgZvny5c/83NbWFrNnz8bs2bOfWqZEiRL47rvv/uhFIyIiIgvGdz8RERGRRWBQQ0RERBaBQQ0RERFZBAY1REREZBEY1BAREZFFYFBDREREFoFBDRERkQULHBWHwFFxf/Vi/E8wqCEiIiKLwKCGiIiILAKDGiIiIrIIf/hrEoiIiP4NCrZTSXk/5i9cEjLjkxoiIiKyCAxqiIiIyCIwqCEiIiKLwKCGiIiILILFNxQOG7sZeqM9ADbkIiIismR8UkNEREQWgUENERERWQQGNURERGQRLL5NDdFficm5iOjf4O9yreOTGiIiIrIIDGqIiIjIIjCoISIiIovAoIaIiIgsAoMaIiKiv0DgqDhNA1v6/dj76W/g79JqnIiI6J+MT2qIiOh/hk8n6M/EoIaIiIgsAoMaIiIisghsU0P0G/zd2kH93ZaHiOivwKDm/+NN4X/v37rNn2e9zWX/TduHyBLxXP7fYFBD9Af5twZpRER/Fwxq/sd44yMiIvpzsKHw3xi7Pv67cH8T0b/Bn3mt45Ma+sP9k59Gsd6biOifi09qiIhPiYjIIjCooX8E3nT/97jNieifhtVP9Lv8k6uaiIj+rSy1qp1BjQVgYEH021jqhZ3ot7CEe8m/MqixhB1HReO+Jfp74LlIf4W/dZua2bNnIzAwELa2tqhRowYOHDjwVy/SP5q5jQTbSRCRpeB1jQr62z6pWbFiBYYNG4a5c+eiRo0amDFjBqKjo3HmzBl4eXn91YtH/3D/hl+R/4Z1/Cf4X+2Hf/L+/rXVgL92Hf+MbfFP3r7/Jn/boGbatGno3bs3unfvDgCYO3cu4uLi8MUXX2DUqFH/s+Ww9Dr3v+N7iP5u2/zvujzA32eZnvRPWMbnUdT6/NpxvzTNguWeNe7XTPP3+Lsd5/9UlnbsF+XvvI5/y6AmOzsbhw8fxujRo9U4vV6PRo0aISEhocjvPHr0CI8ePVJ/p6enAwDyHt1X4zIyMp5rXMHxBcf9Hn/GvH/POj5t3mFjNwMAToyPfubyPM80f81y/9J8ilrGgstZ1DR/bbnnmfefsc3/F/N+ml8771/r1+6H5/Frv/8883nWcVXUsV+w7F+5v5+1Lr9UDvj15/ev3ZZ/xnr/nvk8z7b4tf7K/f17z50/et5/xr2k4Hz2vR4JABCRX7N6WvI39PPPPwsA2bdvn2b88OHDpXr16kV+Z+zYsQKAAwcOHDhw4GABw5UrV547fvhbPqn5LUaPHo1hw4apv/Py8nDnzh0YDAYUL14cV65cgclkUp9nZGQgICBAM/5/MY7z5rw5b86b8+a8Oe+nj3NycsK9e/fg5+eH5/W3DGo8PDxgZWWF69eva8Zfv34dPj4+RX7HaDTCaDRqxrm4uKjHWyaTSbNDzIoa/78Yx3lz3pw35815c96cd9HjnJ2dC83r1/hbdum2sbFBlSpVsG3bNjUuLy8P27ZtQ2Rk5F+4ZERERPR39bd8UgMAw4YNQ9euXVG1alVUr14dM2bMQFZWluoNRURERFTQ3zaoefXVV3Hz5k2MGTMGqampCA8Px6ZNm+Dt7f1c0zEajRg7dmyhqqmixv8vxnHenDfnzXlz3pw35/3r5vO8dCK/pc8UERER0d/L37JNDREREdHzYlBDREREFoFBDREREVkEBjVERERkERjUEACgQYMGSEtLKzQ+IyMDDRo0+FPnffHixd/0vdzcXCQmJuLu3bsAgCtXruDKlSvPNY2xY8fi0qVLmnG7d+9GTk5OobI5OTnYvXv3b1rWP9Ljx4/RsGFDnDt37g+d7oQJE3D//v1C4x88eIAxY8bgzJkzePDgAUqVKoXTp08XWiZra2ucOHHiqdP/LfvnWR4+fPjc31m0aJHmHXEAsGzZMmRnZ2PRokWFyg8fPlz9//Lly0+d7vnz55853yeP1f+F39IH5MsvvyzyGPizZGdn48yZM0Web0D+sVdweS5duoQZM2bg+++//83z/DOuddu3b/9Nx+Mf6Zf2d1HX2aKW+/Hjx0+dxq1bt37x+79VRkYG1q1bV+ja8rwstvdTdnY2bty4gby8PABA7dq18corr2Dw4MEoXrw4ACAwMBA9evRAt27d1LgrV65Ap9OhWLFiAIADBw5g0aJFsLW1RaVKlXD//n14enrCw8MDKSkpuHTpkhpXpkwZVK9eHba2tpplmTt3LqytrWFt/X896MePH48aNWogKipK/QsACxYswLZt29SyFzzZv/32WwD5F8ilS5ciPj4et27dUutotn37dvV/KysrXLt2DV5eXmrckSNHkJWVhXr16iE3Nxfr169H69atMWjQIHz44YewsbFRZc+dO4dy5cphxIgRGD58OLKysnDixAlUrFgR/v7+OHDgAJYuXYrQ0FD06dPnV+0LM/M21+v1eOGFF9CzZ0+89NJLavtt27ZNsy32798PV1dXlClTBp999hleeOEF7N27FwaDATY2NuriZ2NjgxdeeAEvvvgirKysilymQYMGAQDCw8Nx4sQJNf927drB3t6+0DYDgNu3b8PLywu5ublqXFpaGg4cOFBo/bKyslCqVCnN+Ly8PNy4cQO1atVCXl4eHjx4gKVLl+Lw4cN4+PAh8vLyICLIzMzEgwcPULNmTc00MzIyMHjwYLX8Bw4cQOnSpX/VNk9PT8fy5cuRmpoKAAgJCUGPHj2Qk5OjykVERGDr1q1wd3dHxYoVAQD3799Hnz59sGTJElhZWeHs2bOoW7cu6tWrhwoVKmDUqFFqniVLlsTatWtRqVIlNS4nJwfjx4/HRx99hMzMTACAo6MjmjdvjrS0NPz4449qeQYOHIjMzEx1UStfvjzKly+Pjz/+WI0LCQmBtbU1Vq5cievXr+Ps2bMoWbIkWrZsiaCgIMycORMAMGLECMybNw+hoaH44osv1DYpah1dXFzw6aefomPHjmrffvDBB9i1axeOHj2Ka9eu4ZVXXsGqVavg6+uLjRs3QqfTqXVMSUlB7969sWXLFjVu8uTJCA4ORtu2bVG+fHlERUVh3759MBgMsLW1VdcDOzs7mEwmGAwGzf7LycnB/fv3MW7cOLUPs7KycPHiRVSqVEmN++6779CsWTN06dJFfffIkSPQ6/X44IMPsGzZMqxfvx6ffPIJSpcujWnTpsHGxgYHDhzAwoULkZKSgrt376pj4NKlSxARODg4YPPmzahVq1aRx9cv2bBhwzM/f/ToEebNm4ft27dDp9Ph7NmziI+Px+rVq1G7dm2MGjUKI0aMwPTp0xEQEIAdO3bA2dkZ5cqVg8FgwE8//YQPPvgAI0aMUNPMyMjAnTt3ULJkSU3QsmvXLuzZswe3b99GXl4evvzyS7Rv3x52dnbq2Pjoo49w7949jBkzBtOnTweQf+13dHRElSpVEBwcjLi4OMyfPx8lSpTABx98oEnhX7NmTeTm5qJChQpo3LgxGjZsCJPJVOhekJubiw0bNmDVqlXIzs4utF0GDBig/n/+/HlN0BAaGorHjx9j9erVcHBw0HwvJSUFsbGxWLFiBfLy8hAZGYmaNWuiRo0aaNeuHUqVKlXkddbR0RE5OTmoVq0a6tWrhxdeeAGzZs3C2rVrNcc4AFSoUAHnz59HSEiIGpeUlAQRgaOjIwIDA9GlSxf0798fdnZ2iIiIKDSNgpKTk+Ho6AhPT0/s3bsXlSpVQkpKCkQEy5cvR7t27Z763Wd67rdF/c2dPXtW6tSpI3q9XjPg/78gy8rKSho1aiTLli2TDz/8UCpVqqQZV6tWLVm0aJGIiKxfv16sra1Fp9MJALGzsxNXV1f1t5WVlfj7+0vNmjUlJCREzUOn0xU5b/M03NzcBIDmMy8vL+nUqZM4ODjIK6+8IoMHD5YhQ4ao6RWcJp546ZeVlZUYjUY1uLq6qgGAODs7a7ZR1apVZd68eWJraytxcXFiY2MjAMTPz086duwoSUlJkpSUJMuXLxcHBwextrYWa2truXDhgtSpU0datmwpnTt3lmvXronJZJLIyEjx8PCQ8ePHP3VfFFwP8//Xr18v69evl6NHj0rbtm3F2dlZnJ2dpU+fPtK7d2/R6/VSvXp1adWqlbRu3VpsbW3lhRdekNatW8vatWvFz89P2rdvLw4ODlKyZEnx8/MTPz8/cXd3FysrK7XvCm4L83YvuI1MJpM4ODiIwWAQe3t7ASCbN2/WrIuLi4s4OzsLAPU9BwcHzT6wt7cXFxcXNV6n04mzs7O4uLiIo6NjkdvBPEyfPl1mzJghderUERsbGwkPD1fHQM+ePcXPz08zbwDi7+9f6IVvRR3/BefVpk0badOmjfj4+Gg+L1hGr9er6Q0aNEjKlCkjzs7O4uDgIBcuXJB3331X6tevL5UqVdLMe/78+dKsWTO5ffu2Gte3b1/x8vKSuXPnquOqffv2AkCCg4Nl5syZMnPmTGnevLkAEBsbG4mIiJCIiAgxGo2i0+mkUqVKMnToUBk6dKj4+/sLABk5cqTY2dnJhQsXRETE19dXQkJCRERk3759Ym9vL1OmTBEvLy+1TgW3f8F1/Pbbb8XR0VGcnJzUOCcnJ/Hw8JDTp0/L999/Ly4uLlK1alUpVqyYNGzYUE2j4HYzb8cnx3Xs2FH0er0YjUbx9/cXOzs7qVChggQHB4vJZBKdTifBwcHSq1cvGTdunHTo0EGdk+bjp+CxZh7n4uIiOp1O7O3tC53fNWvWlHLlysmFCxfE1tZWPD09xcvLSwYPHqzOW3d3d9Hr9VK7dm11/E2dOlV69OghYWFhYjAYpGzZsmJraysuLi6ac8bV1VXc3NzEy8tL6tatK1988YU6Twqea0UNT24f83FVpkwZmTBhgoSHh6t96ODgIPXq1ZM2bdrIZ599JhUrVpTc3Fy1zQoy75OC+7vgvIxGo5QoUUIASO3ataV+/frqmPTz81Pb3M3NTV2jbW1txdvbWy3rpEmTNOfJk+eQebC2ti7yfvDktjAYDOLk5CQmk0lMJpMEBgZKYGCgeHh4CABxcHBQ58grr7yi7hUFX/b8/vvvi5WV1VPXW6fTSbFixaRp06bSoEEDcXNzU9fZvXv3yp49e+Tdd9+VJk2aiKOjo+h0OvHy8pI333xTzePatWvi5uYmBoNB6tSpI8OGDZNhw4ZJ7dq1xcHBQSIjI8Xd3V1dC0uUKCGOjo7i4OAgtra2mmHcuHEybtw4cXBwkL59+8q4ceNkyZIlEhwcLFlZWfLJJ59IeHi4/FYWF9TUqlVLoqKi5LvvvpOjR49KYmKiZjh8+LAMHDhQPDw8xNXVVfr37y9fffWVGme+CEVFRYmzs7P4+fnJ7t27ZcOGDWJjYyPVq1eX2bNnS3x8vCxYsECio6PFx8dHvv/+e5k/f754enpK5cqVxcnJSUaMGCFvvfWWuLm5SZkyZWTo0KHi4uIi7777rpw7d04aNGggkyZNku7du6uTICYmRg4fPqzWZ+HChVKsWDF56623ZMOGDbJhwwaxs7MTDw8P6datm7Rt21bs7e2ladOm4urqKu3bt5eZM2dK27ZtpXLlygJAmjVrpk6MmTNniq2trTRu3FjCw8PVwV/wRCh4Yba2tpbPP/9cHB0d5cKFC+Li4iJLly6VEiVKyMyZM6VWrVoiIrJ582YJCgrS7Ivy5cuLp6enGAyGQhf9goGaiEjZsmVFp9PJ119/LS1atFA37alTp8qNGzdERMRoNKqbeO/evWXw4MFiMpnkiy++0NyQRPLf6G5lZSU//vijGjdq1CixtraW2rVry0cffSQfffSRdOrUSTw8POTdd9+VEiVKaLaByWSSihUrSvPmzaV8+fKi1+vF19dXfdfJyUlsbW1l7Nix0qtXLzEajTJv3jwpXbq0DB48WLKystS8K1WqJC+//LKcOnVK7t69K2lpaWIymWTTpk2Slpamyrm7u0tcXJxmXaKjo6VGjRqadYmNjRUrKysxmUzSp08fddP39fUVf39/zfEfHBwsbdu21RxXFStWlMDAQClZsqSYTCZxdnYWvV6v/m++cZn303/+8x91DLRu3VocHBxEp9NJkyZNVKDk7Ows1tbWYjQapUyZMhIRESF6vV5KliwpERERat7+/v7St29fMZlMalzTpk0lNDRUfHx81LgKFSpIUFCQNGvWTI0rVaqUvPrqqxIREaGWR0TE1tZWTW/EiBHSuXNn6dixo0RERKh1Cw4OFp1OJzY2NlKqVCkVPFWsWFFsbW3FYDDIoUOHpF+/fgJAdu7cKSL5gV2fPn3k/v37EhERIQaDQZKTk2Xz5s3i7u4uPXv2lJSUFM1gY2MjCQkJ4uvrK0FBQdKyZUvJzs6WixcvFjpWU1JS5L333pMSJUo89fgpapyIyIEDB8TFxUVWrVolIiKPHz8Wa2trKVWqlFy7dk3ef/99adKkiTpvixUrps5bZ2dnmTZtWqHz1iw1NVWmTJkivr6+6nzs1auXzJw5U503Op1OYmNj1bE/bdo0cXd3l5dffll0Ol2hc8x8nri5uUlCQoKIiNqPdnZ2smvXLnXt7Ny5s9jZ2cmWLVvEw8NDXn75ZXnxxRdl5syZotfrxdraWnNd69Chg9jZ2Ym3t7e6Vjo6Ooqbm5t8+umnha5vTwaher1eJk2apNbf1tZWatWqJcuXL5d+/fqJp6entGvXTj766COxsrKS+fPny7Fjx+TYsWMyf/58CQkJkeXLl8tXX30l3t7eEhAQoOZnLufo6CgBAQGqXLFixeT1118vtO3LlSsn06ZNKzR+8uTJ4ubmJjY2NjJ69Gh5+eWXRa/XS+nSpZ96z7t69aosW7ZMYmNj1Q8983XWYDBI+fLl1XX2xIkT8uqrr6qASETk559/ljJlykhQUFChH64iIhMnTpRevXqJSP6PGDs7O7Xetra2MnHiROnZs6e4u7vLzJkzNdv38uXLIiLSuXNnGTlypIiIXLp0SRwcHIo8Jn8Niwtq7O3t5fTp079YLjs7W2bMmCFGo1H0er1UqlRJPv30U7GxsREbGxvR6XTi5OQk7dq1k7y8PLl06ZIYDIYip3Xy5EnZunWrNGjQQFasWCEiIrdu3ZJDhw6JiIi3t7dUq1ZNREQWLVokZcuWFRGRI0eOqAvKrl27RKfTicFgUMvz+eefa6Zp5uvrK9OnT5cGDRqoaTo6OsrHH3+sypgjfp1OJ3Z2durvwMBA9evshx9+kNq1a8vbb78tOp1OvvnmGzEajerC7OTkJGfOnBGR/7vwODg4SHx8vBiNRmnRooW8//77IpJ/IJoP0vHjx0tgYKAK0jZu3CjZ2dnP3B8///yzpKSkiIjIw4cPxd7eXu0Ho9EonTt3Fn9/f9m8ebPk5ORIQECAfPvtt+Lp6Snr168XFxcXzfQCAgIKjWvbtq2MGjVKAgMDNePnzp0rbdu2lS5dukhwcLA6Ib29vcXJyUmsra3F09NTWrVqJTdv3lTfs7e3l4kTJ0rbtm1FROSjjz6SsLAwsbe3VzfbgmXPnTunGRcYGCinTp0qtG/N29zM1tZWjhw5ohlXr149qVKliuj1eqlXr54azE+3nvx+wYBIJH9/bt68WWxtbWXBggXy5Zdfik6nk5kzZ8qCBQvUYGNjo26Y5mOgW7du0rJlSzEYDNKtWzc1hIeHS3h4uPolNm7cOLG3t5f+/fvLuHHj1LwdHBxk48aN4uHhodk+33zzjeZiZjQaZf369Zpxtra2sn37djEajZqgxs3NTWxtbUVEJDw8XBYtWiQ+Pj7y9ddfi4ODg9jY2MjAgQNFp9NJ69atJSAgQC3je++9J0uXLpWZM2eK0WiUYsWKiZeXl+zdu1dERMqUKSMrV64UkfwgQq/Xy0svvSReXl7y3//+V4pSvHhx2bx5sxw/flwdqyIiJ06cKHRcmmVnZ8v58+efevw8Oc5s27Zt4uTkJOvXr5eWLVuKXq9Xv+QbNWokM2bMEAcHB9mzZ4/Y2tqq8zYwMFC2bt2qtltRfvjhBwkMDBRra2sJDAwUZ2dnCQwMlB07dsjcuXMFgNy4cUMd+23btpU5c+ZISkqK5gmS+RwTyT9PdDqdWh/zfvT09JTly5eLyWRS+7BChQry9ttvi52dnZhMJvH19VXXNb1er7mu2dnZScWKFeWHH35Q83Vzc5OZM2dKgwYNJCUlRaZOnSoA5ODBg5ogtESJEup6bebp6SlLly6VoKAgCQ8Pl7ffflt8fHykYsWKYjQaNWXPnDkjgwYNEjc3N/Hz8xMnJyfR6/Xy2muvSWJioirn6+sr8+fPV/eDtWvXSsmSJQttdxsbm0LXCxGRc+fOidFolDFjxqj7ha2tbZH3vKysLNm8ebOMHj1aatasKUajUcLDw2XIkCEikn+dNf/QK/g068UXX5SxY8eKr6+vDB06VEqXLi2vvvqqmEymQst05swZmThxolhbW4ufn5+4uLgIAOndu7ckJiaKo6OjnD9/XkREBZ5mpUuXlhUrVkhmZqZ4enrKtm3bREQkMTFR3N3dC63Pr2VxQU3VqlUlPj7+qZ9nZ2fLihUr5MUXXxQrKyupXbu2zJs3T1555RX1+NHf31/tbDc3N+nQoYMkJCSIv7//M+dta2srZ8+eLXK8+SS4ePGi2NnZiUj+BdLW1lZWrFghL7zwggAQHx8f+fzzz2XChAni7e0tVlZWhaY5ZcoU6dixo7oYXbx4UQAUeRLUqFGj0OPp+vXrS5cuXWTRokViMBjU93bu3CklSpRQ5Tw9PdXN1HzhqV69urz66qvi6ekptra2kpiYKNnZ2fLOO++I0WgUOzs7adOmjaxatUoAqKq8X+PgwYPSr18/cXV1FUdHR4mKipKLFy/K7t27pWHDhuLn5yfOzs5Srlw5KV68uDx8+FDGjx8vNWrU0NzIHz58KFZWVtK7d2/N9B0cHGT16tVq+5utXbtW7WsvLy/R6/WSlJSkPjdfhJ/cvm3atJGZM2eqm675htSmTZtCgWj9+vVl48aNmnGLFy+Wl156SfPre8qUKfKf//xH8vLy1LjSpUvL/v37C22v/fv3S6lSpTTjijr+a9WqJWvXrtWMa9WqlYwYMUJq1Kihxu3cubNQ8Fm3bl356KOPRCT/GLh48aKIiAwYMECio6MLLdOTxo8fLx06dJCHDx+qca+88opERERoAh3zU9NXX31VjStWrJhMmDBBXF1d1bjKlSvLgAEDJCAgQBPUVKhQQRwcHKRnz55ib28vt27dEicnJ5k3b56UL19eihcvLnv27JEFCxbI6dOnxcrKSj3dKjgUK1ZMWrZsKZUqVRKTySTFihUTV1dX+fnnnyU9PV0+//xzCQkJEQ8PD3nxxRdl2bJlajBXp65fv15VixYrVkwdqyIin3/+udSsWVOtT05Ojnz44YdSrVo18fb2FldXVzEYDOLg4KBZ76KOqYLMx3CFChWkTp06hc7v6tWrS4cOHcTb21udt4sXL5b69euLr6+vZlqpqany4YcfSmhoqNja2oq1tbUsWLBAREQyMzNlxIgR4uTkJN27dxcA8tprr6mnzQaDQbp06SI1atRQT3FFRJKSksRoNMqcOXPUj6h27drJzJkz1XHVsWNH8fT0FH9/f7UPV61apW66jRs3VtMLCgqShg0bapa7qOvviBEjZPDgweqcL3j9LcjOzk4OHjyoGdexY0cpV66cqlo+cuSICpCLqvpyd3cXa2trSUpKUtfkJ4ONKVOmSIcOHdT9IDk5Wezs7OTKlSsye/ZsGTlypAwdOlScnZ2lYcOGMnToUM33Z82aJS4uLmI0GuWNN96QqKgosba2lsmTJ2vKRUZGiq2trURERMjQoUNl3bp1cufOHRHRXmfNVVyvv/66fPnll9KgQQMVcJ05c0a8vLwkNjZW8vLyxMvLSxYuXFhovc3V90lJSXLixAkBIJcuXRIRER8fHzl8+LDk5OTIqFGjRK/Xq+O84BOdSpUqSW5urojkX2/r1atXaB/9WhYX1Gzbtk0iIyNlx44dcuvWLUlPT5f09HTZtWuX9OnTR9zd3cXT01Nef/11Wb16tQwYMECN69q1q1hbW4uLi4vo9Xrp3r27HD9+XGxtbWX06NFSr149WbRokSxatEgWL14sx44dU/Ndt26dODg4SM2aNeXRo0eaZSpZsqQYjUY5cuSIHDx4UPz8/GTJkiWqasbT01M90nd2dpagoCBp3ry5NGzYUABI6dKlpU2bNmp6rVu3FqPRKAaDQZo3by716tUTABIWFqYpJ5J/EhUvXlwzLikpScLCwsRkMmluLJ06dZJq1arJxIkTZfz48VK5cmUpV66cjBkzRl14li9fLlZWVqLT6aR79+4ikh/8BAQESHh4uDpxRET0er2Eh4cX2hfm4cGDByIiMnXqVAkLCxO9Xi+lSpWSVq1ayaBBg8TFxUWioqJkwIAB0qtXL9HpdBITEyMvvPCCqoYyt7UxmUzSsGFDadiwoXh4eIi1tbU4OztL/fr1VfWIt7e3+Pv7S4sWLdQymudra2sra9eulSNHjoi3t7dme928eVMAFHocPH/+fNUmZ/Xq1TJz5kxxdnaWAQMGiKenp4wdO1ZWr14t69evl1GjRklAQIAMGjRIDh06JElJSVK2bFlxcHAQe3t7CQsLU1UlVlZWYmNjI82bN5c2bdpIjRo1xNXVVXOiHzx4UGrWrCmffPKJfP3115Kamirp6emydevWQsf/F198IQEBATJx4kSJj4+X+Ph4GTdunNjZ2clLL70kU6dOVY/w165dK5988onEx8fLrl275OOPPxY7Oztp2bKl2NrayuDBg6Vx48bi4OBQ6JdtUVq3bq3ap5j3j7ndkre3t4SEhEhISIjY2tqKXq+XPn36yIwZM2TGjBkSGRkper1eKleuLLt375bdu3dL586d1Q3O3t5ePvzwQ+nVq5cYDAZp2bKltGzZUgWPVatWlY4dO8o777wjLVq0kM6dO8tPP/0kI0aMEFtbW4mMjJSaNWtqBvMTr6ioKClZsuRT2048ra3Ik1UaOp1OHaslSpRQbUPM3n77bfH19ZUpU6aoR/XmNlEvvviiOn7Mx1T79u2levXqhZa7TZs24uvrK3Xr1pUGDRqIyWQSa2trdX7v2LFDjEajajNirnqzsbERa2trdfyZ2/jY2trK9OnT5fbt2xIQEKA59q9fvy4ApFSpUgJAatWqJVWrVhWDwSBGo1HKli0rffr0UQHGkSNHxMnJSXQ6nVhZWWna3JircAcPHiz16tUTa2triYqK0vwAGDZsmPznP/9RNz2R/IC+YMCQk5MjxYsXl8GDB2uOv0GDBqkfWwMGDJCOHTuKjY2NtGrVSgUMw4cPF2tra3FwcFBP1ETyn557enqKt7e3bNy4UTZs2CBhYWHi4+MjERERmuv8wIEDxc3NTXQ6nURGRkrnzp3F2tpaYmNjNeXMTzjN53dUVJQYjUZVlWxtbS3h4eHqhu/n56fuOa+99prodDrx9PSUrVu3Snp6uqSlpalrY8uWLdU57+LiIm5ubvLSSy/Jp59+KmfOnFHXWYPBIK1atZJvvvlGBg0aJBEREZq2mQXb7hmNRjGZTOLq6iq2trYCQAYNGiSLFy+WxYsXqyYM1tbWEhkZKQ0bNhSj0aiqbmvXri2TJk2St99+W7VDLFgl5ezsLD169JB79+6pbfTtt9/Knj17fvHa8jQW1/tJr8/vpf5kq2tzb4GVK1eidevWMBgMsLKyQuPGjdGzZ0+0bt0a2dnZGDBgAObPn4+MjAy4urqqN4MnJyfj8OHDcHFxAQDcvXsXZcuWxdatW5GdnY3y5cujWrVqiI+Ph4eHB1q1agUAOHToEE6fPo3Q0FAkJSXBysoKIoLc3Fy4u7tj0qRJ6NatG/bs2YNJkybB399fLXNOTg62bduG69evw9nZGW3btgUArFmzBunp6ahfvz4CAgLw448/4vLly7h27Rr8/f3x2muvAQD279+PjRs3okuXLnj48CFu3LiB3NxcpKenw8HBAQaDQfWU+uyzz9CvXz94eHjAx8cHOp0Oubm5SE5OxoMHDwAAfn5+SE1NRc2aNbF06VLVQ8zNzQ2lS5fGK6+8gt69e8NkMql9YB7MJD+QBgDVmyY6OhoBAQG4fPkyAgICityvIoKffvoJAQEB0Ol0arnNb22/efMmPD09VfmHDx8iPj4eP//8szomzPNt3Lgx6tatCwD46quvcP78eXz66afo2bMnpk6dit27d8NkMqmeV+ZlNn9/4sSJAIC333670LFW8HT6teN1Oh3Gjh0LAFi3bp36LDw8HACwdOlS5OTkQERULxlzt8snT1+dTgcRUesMQNODyjzvXzrti1r2atWqITMzE5cvX4aLi4umlxyQ35sBwFPn3a1bNwDA6tWrC81PRFSPsILCwsJw584dXLt2DUD+Mdi2bVucPn0aSUlJyMzMROXKlTFmzBg0adJE892vvvoKOTk56NatGw4fPowXX3wRt2/ffuo6mo/5gnbt2vWULVTYCy+8UOT4hw8fwtbWFjNmzMCCBQtw4sQJ1K9fHz179sQbb7yBjz/+GDExMXByckJiYqLq0WZeJvP/n8W8bZ/05Zdfqv9nZWVh/Pjxmp4zaWlpMBgMatz69etRuXJlBAQEqGPSfG1o1qwZqlevDhHB7t27sXPnTlSvXh0bN27EZ599hgMHDqBRo0aasgAwY8YM3LlzB59++imGDRuGgQMH4vjx4+q6lp6ervbjyJEjUaFChV/c1kOGDEGFChXQs2dP5Obmqt5lQH4vvPr16wMAli9fjvv37yMsLAzu7u74+eefkZycjPLly8PNzQ3vvvsuGjZsiPHjx2Py5Mm4deuWOq7NqRO++uoreHt7Y8eOHXj8+DEcHBzQokULWFtbqx50x48fR25uLpYtW4aHDx9izpw5OHToEG7evAlra2t1bOzduxcigkaNGsHT0xMXLlzA4cOHUbp0aURERGD16tVISkqCl5cXGjRogDt37qg0ACEhIbC1tcX69evh5ORU5HW14LXOfPy0adMGu3fvxt27d1G+fHl06tRJk6oAAObMmYMzZ87g9OnTOHLkCNLT01GiRAm89dZbmnL79u3DsWPHcObMGQBA2bJlMXDgQDRr1gzx8fHYtm0bli9fjtu3b6N69eoYNGgQOnXqpL7/+uuvY/bs2Th48CBiYmLw6quvIiUlBUuXLv3Fff5rWVxQ87SLUGpqKnx8fDQXnkuXLqFEiRKacg0aNMCaNWtU8AJAXQytrKzwww8/AACcnJxQunRpeHl5oX79+ti+fTs2b96MVatWoWfPnmjUqBGA/J3+2muvITAwED/++CPOnj0LIL9ba8GcCDk5OVi6dCmaNGkCHx8fzTIlJyfj008/Vd8tOM2C9u/fj48++kjT/TU7OxsbN25ETEwMfH19odPp8PHHH6NLly5wdnZW3RdLlCiB//znPxg5cmShbbd3717NDaRevXrYuXMnLly4gI4dO8JgMGD+/PlYtWoVDh48iKZNm6JTp054+eWX8fnnn2uWc+HChdi8eTO6d++OadOm4cSJEyhZsiRWrFiBGTNmICEhocj9B+R3adyzZw/c3NwKLV9MTEyRuSfOnj2rug2XK1cON2/exKxZs9RJ+fjxY8ycOVOzL5o2bYpLly6hZMmS6NWrl7p4nD59Gt99953qmmw+oX9Nt9cnc+Hk5ORg9uzZeOWVV+Dr64sSJUo89RhYuHBhoenNmzcPGRkZ6NGjB0aNGoXu3bvD1dUVbm5umD17tuY75m7cQH7XUyA/xUHDhg0xcOBAFQw2bdoUYWFhGD9+vDpWCnJ2dgYA1W3a7PHjxzh69Cg2bNiANm3aqK6Y5vELFy7E+PHj0bNnz1/cTufOndN08w4ODgYA3Lt3D0D+efc0T+ter9Pp0LlzZ9y/fx+1atWCvb093n77bfj6+iInJwc1a9bEihUr8NNPPyEoKKjIaefm5mLVqlVo1KgRPDw80LJlyyLLmQOY3NxcvPfee5g7d66m6/nbb78NnU6HtLQ0LFu2DLdu3UKXLl0wePBgxMTEIC4uDpUrV8bFixcRERGB9PT0p66viODKlSvw9PSEnZ1doW2xevVqXLhwAcOHD8fMmTNRvXp1hIeHa344FfT48WO8+OKLmDt3bqFUAXv37tWcN0879jMyMjB79mzs2bNHBaInTpzAwoUL0aFDB7i4uCAhIQEhISHYv38/unbtqvY3AMTHxyM2NhZZWVmoXr067OzscPnyZTg4OMDd3V2V27hxI2rWrIkdO3Zg3bp16N+/P3bs2IGPPvoI69atUwFVUddKe3t7/PjjjyhevDhGjhyJa9euYdGiRTh58iTq1Kmjzp02bdo8NbWDp6cnPvnkE801uWPHjsjOzsauXbuwY8cO7Ny5EydPnoS9vb1Kd2EuV/A4NgezpUqVgqurK/bs2YPy5csjKSkJrVq1QkpKSqF9VdR9Ljs7u9APDQCIiorC4cOHMWvWLCxZsgR5eXmFgvfbt29rlvvUqVNwdXUtlJfmaZ71/YSEBNSrVw9z5sxBjx494Ovri7i4OLRo0QJffvklXn755Wce58/tNz/j+RvKzs6WBg0aFNmuxezRo0dy5coVuXTpkgQEBEhiYqKq/xPJryM8e/aspkeAra2tbN26VaytrdU4JycnWbNmjdjZ2anGeCL/12D21yq4PLa2trJ3717N8jzLjRs3VHWCuYfQk4rqTVOlShXZunWrZpyTk9NTGyIWlJKSIuXKlRN7e3uxsrJS3xk0aJC89tprcv78eXnzzTelWLFiqifZ999/Lzk5OSKS33vFPO+CbSIWL14sBoNBatasKT/99JOkpaWpahCz7t27S6VKleSnn35S48y9JYrqKfBr6PV6uX79umaco6Oj7NixQ9Pt90nZ2dliZWUlx48f/8Xx2dnZUrJkyUKNgh0dHSU5OVkzzs7OTjWYfhZvb2/VALHgdjQ35v4lBRvwmRXVmDkuLk42bdpU6PubNm2S7777TjNu1qxZ0q1bt0JllyxZItHR0UUeq3l5eZr2QwVdvHixyHP57NmzkpycLPfu3VNVmcuXL1dVHAW7PJu7GBdcxyfbOQQFBUliYmKRPfOKqk568rjIycmRCRMmiJ+fnzonxo8fLy4uLtKrVy9N1/Ply5erNjXZ2dmqClqv14u9vb3qmLB8+XLx9PQscruY5ebmisFgKLSNkpKSxMPDQ4KDg1UqhkqVKolOpxMfHx9ZsmSJPHz4UA4cOKBpVCsi4uHhIStXrizUvuRpXn75ZdVB4f79+1K6dGkxGAxibW0tq1evVtM0L2Pp0qXV8XT69Gmxs7OT48ePS1JSkkydOlVsbW2lePHiotfrpV27dtKtWzepUaOG+Pv7axql6/V6efnll0Xk/3pCikiRvcvMrly5IleuXNG0FTQ3SBbJbxNX8NzR6XSFrg0iUqgRtEh+9VOFChXEyspKPDw8pG3btjJz5kxJSkoqdHw/fvxYtmzZInPnzpWMjAzx9vaWnTt3yr179yQkJETWr18vIvkNZu3t7TVV9vfu3ZOdO3dK8+bNpVSpUlKqVClp0aKF7N69WzOPw4cPy9SpU6VFixbi6uoq1tbWEhERIf369ZOxY8fK4sWLZeHChdK4cWN1rXZzc5MWLVrIBx98IHv37pW0tLRCTQbS09M196xu3bqpdkfPWu8yZcqoY81cJfXuu+9KVFSUpsPAH8H6F6OefxCDwYBjx44V+dnZs2fRs2dP9YgSyH80Hh4eDr1ej6NHj6rxx48fx5UrV9S0vLy88PXXX2t+4VStWhXz58+Hk5MTdu3ahTlz5gAAjh07BpPJhK+++kqTdC0+Ph4PHjxQvyLv37+PH3/8Eenp6eqRYV5eHmrXrg29Xv/MBG+PHj3C4sWL1aNMIL8qp3Xr1ihZsiSuXLmCGTNmwMvLS1NtYvbOO+/gv//9LyZOnIgqVarAwcEBrVq1wvr169GzZ09VfTRo0CAEBwerRHUAMHjwYDg5OaFHjx5YsGCBGt+mTRv07t0bc+fOxTvvvIMJEyZg8+bNmDNnDpo2bQpra2t06tQJly5dKvTL5+uvv0bv3r0hIjh69CgePXqEXr16wcnJCd988w2+++47AMD8+fNRpUoVVKxYEVevXsW+ffvQsmVLvPTSS0hISMCKFStUQisRwZ07d1C7dm3NL3cRwYMHDzBlyhSV7O6HH36Ai4uLSoAYEBCAM2fOFHoilJeXh/Pnz6vpeXl54cCBA7hz5476rsFgQPHixTX7z2AwFJl1s0GDBti1a5fmV2T16tVx9OjRQk8Qc3NzNdk209PTYTQaC01zwYIFRSa8+vjjj7F+/Xr1d7FixbBixQq88cYbalyNGjVw/vx59XQEAEaNGoX333+/0PREBKNGjULTpk3VuKZNm2L06NGFqjzWrl2LzZs3qyywVlZWiIyMxO3bt3HhwgUA+U8uq1atitDQUPXdlStXIiwsTCU/a9WqFdLT0/Hyyy/j+PHjmuUpmKDO3t4eADBs2DD1ufn/Tk5OGDduHEqVKqWm+eabb+KNN97ArVu31D7funUrRo4ciffeew+RkZEAgOjoaKSmpmLevHmaeb/77rtYuHAhJk+ejN69ewPIz1zcv39/bNu2TZMAslKlSjh9+jRWrlyJL7/8Erdu3UJAQADGjRuHjRs3YtWqVTCZTHj48CFKlCih9kVoaCgaN26M77//Xh0DoaGh8Pf3x+3btzVPVoYNG4bu3btj8uTJ6olAYmIiFixYgEGDBmHw4MHo378/DAYDhg0bhho1aqjvdurUCUuXLsXVq1exf/9+zfYteOybbdu2DW+++SYAYO3ateq8mzJlCkaNGgVPT08EBgZi0aJFaNy4MV544QWMGTMGBw8exAcffIAHDx6oKhzzdeqnn36Cvb09Jk+ejJIlS+Lo0aNo2rSp5rjavn07evXqhdzcXGzatEldf1NTU5GXl6euv3l5ediwYQM2bdqkMklbWVkhJiYGTZs2xdmzZ9GsWTPk5uZixowZsLa2RvHixdV1MyIiAnq9Hi+//DKA/PNw//79KFu2LObNm6e2x7Zt2xAYGIi6deti9uzZajnPnTuHzz77TJVLS0vD4sWLkZ6ejry8PDRu3Bg1a9bEhAkTULp0aVStWhUdOnTAG2+8gTVr1uDRo0dwdXVV05P/X8XUrl07dV3+6quvUL9+fSxatAgdO3YEkH8dCQwMROnSpbFw4UJERUVh9+7diI2NRWZmJkwmE3Q6HbKysmBtbQ0RQVpaGuLi4hAXF4eimPd7UdXLOp0ON2/eBJCfeDElJUXzhCksLAyzZs1CRkYGXn31VQwbNgxGoxFZWVlwdHREdHR0oYSCa9asKXI5ftEfGiL9DQwZMkT1dy+oYP4ac6IpnU4n77zzjvr/kwmSnsxh8Pbbb6vpLV26VOzs7MTe3l41xtuwYYPKyVLw16K5V1XBpHrmfCKtWrVSuQU++OADKVasmIwaNUr27dsnSUlJqndNwV+gNjY2otfrxdHRUUXP77//vuh0OvH39xcbGxv1y7BZs2ZSsmRJTdT85C/PJxs/TpkyRTV6/e9//6vJLeDm5iZff/21+Pv7a54QmFvxF3Tw4EFxc3MTX19fqVChgrRp00YMBoM4OjrK4cOH1ffDw8OlTZs2UqdOHTXO1dVVVq9eXajRblJSklhbW0utWrXE0dFR2rVrJ46OjjJgwACxsbGR1157TRo1aiQ2NjZiMBg029zcLfFpDT3NjePMDVk7deqk5puQkCBBQUFFNhbV6XSaZSwqCd27774rXbt2lcePH6txc+bMER8fH3n99ddl6dKlsn79ehk+fLj4+PhInz591DHwzTffSPHixVVvBnP+F3d3dzl//rxqxJ2bmyuOjo5St25dzfJs2rRJdf0s2MsH/7/BrXl/9+jRQ3x8fKRjx46qMbPRaJTvvvtO0xvMvL+f/LX6wQcfaHrPiYj06NFDnJ2dxd/fXx2r5oaN4eHhqreQOaeHjY2NVK5cWeVYcnR0lBo1aqgnLuHh4RIRESF2dnayY8cO2blzp+zcuVNsbW1l6dKlmnnXq1dPTCaT2NvbS6VKlaRSpUpia2srVlZWEhISIiaTSVxcXKRMmTLi6Oioya9ja2srpUuX1uTXmTNnjkrMZt5f69evFx8fH5kwYYKI/N9TM/PTXXPixQsXLsjhw4elY8eOAkB1VnjyqdFXX30ler1erKys5JVXXlENuGvUqCEApEaNGppkbFZWVlK2bFnNk0GTyaSewhU8R1NSUsRoNEp2drZ8/fXXKkFlhQoVZMaMGZKWliYDBgxQiSLN+Y/at2+vzpuiGkMXzDXSqVMndZ6Yzw3zeWJ+KhodHS16vV6cnZ1l8eLFkpycLCkpKWJrayvx8fGSkpJS6OmjjY2N5knf2LFjC/WE3LBhg2rMar5WmhM42tvbq0R7H374odq/5gbJ/fv3F4PBIGFhYVKsWDF1fvj6+kqxYsVUA/ImTZpI3bp1xcrKSry9vaVSpUoqlYH52DSbN29eoXLmRreVKlVS63jhwgWZP3++BAcHS5cuXaRatWpSoUIFadu2rTg4OMiSJUtk586dsmPHDjGZTFKlShXNMVO6dGnp16+flCtXTo1LT0+XnTt3SpkyZTTlisp1JCLqPHrWEBYWJpUqVXpqPhyzop5yFhxn7kASEREhDRs21DyBKzj8VhYX1AwYMEDt+IJJyaytraVr164iIk89Oc1D8eLF5fPPP1c5DJydnVUgYc5jY/5/wQyber1e+vfvr0mmJlJ0FVBRj8GftVwFb5zu7u6yY8cOzXdr1qwp/fr1Ew8PD80F4YUXXhCdTqd6VLVp00bq1q0rdevWFaPRKD4+PoUGc94H/P/u7QWr4lxcXOS7774rlCckPj5evLy8NMtUp04d6datm+ZG/vXXX4vBYJDAwEDVe8XKykoMBoN8//33apr29vby3XfficFgUBejpKQkWb16tdjY2EhAQID07dtXAgMD5f3335ekpCTN8tjZ2UlMTIxmeQomwPvkk09k9uzZotPp5P3335dPPvlE5Waxt7dXVQKOjo7i6uqqltFkMqnkeRUqVCh0MzTfcM0ZZM3jzQngrK2tVcK6gsdcUcfhs46B+Ph4sbGxEU9PT7GxsZGXXnpJZbU29zwwCw8Pl759+2qqRc05R2xsbDT7+2nzLljlEh4erqo2IiIiJDw8XHx8fASA2Nvbq/PBnLPCzs5OPVI3z3vUqFGax87Tp0+XKlWqaHrqmXu0zZgxQ7KysqRVq1ZiZWUlq1evFkdHR806FtXlefr06dK2bVvND5Ynswo/uc7m3DXW1tbSr18/Te/AZ/0YMO8b8zFYuXJlef/998XBwUGNMycALFeunOo6b+4BaJaZmamS4hVUrlw5admypebGJZJ/nJvXxdbWViVMdHJyUqkRzOfE999/L8WKFZNHjx7J8uXLxWAwiJWVlURFRUlwcLA4OTlJaGioREREiLW1tbqROzg4iKenp1SrVk0d++ahVKlSmlwjpUqVkpdfflnWrFkjrq6umrIFr4uOjo6FqjqDgoJky5Ytmu2YmZkpdevW1Wxza2tr6dGjh3z11Vcybdo01busdOnS0rhxY81x4Ovrqzn2zNatWyd+fn7q76Ku0d26dZOMjIxC3y1evLjKz1XQokWLpFatWuLr6yspKSlSvHhxad68uaxbt06VcXNzUzmjivpRWK5cOU1OqoJlREQMBkOhLvhGo1H1bivI/ANw1KhRcvv2bbG3t5f169drqu+LWm6R/HOn4HKLPD0H3JPf37p1q5QoUULGjx8vGRkZkpGRId99951ERkZKXFyc7NmzR8qXLy89evQoNK0/gkVVPwH5jdIqV64MAKoRFwDY2dmp6iTzI7OgoCAcOnRI0wCtKE82jCwoOTkZV69eBZD/6H/YsGGqQaWZjY2N5pE+kP/o+MlGWObeIwWFhIRg8+bN6j1JQP77eLy9vTXljh8/jnHjxmHhwoWax4Oenp7Q6XSaBtLm5StVqpTmke6TwsLC0LdvX837SJo0aYJ33nlHVXPpdDoEBQUhNTUV1tbWKFmypCqbkpKC5ORklClTBkD+C9Xatm2Lzz//HN26dYO7uzvGjBkDa2trjBs3Do0bN1bfrV69OqZNm4bHjx8jIiJCPZqWAo+oP/30U1UN8sYbb8Dd3V3ToHTPnj2a9Tl37hxWr16N4OBghISEICcnBw4ODmjQoMFTe12Z9enTBxMnToS3t7dqRP60d5OYt2+9evXUuIK9mszvjCnYY8W8H55sUAzkHwNr165FuXLl1Lg6depg27ZtaNCgAVq3bo3MzEy0bdsWX375ZaFGd6dPn0afPn00x3lycjLOnj2LihUrquOuqHmPHj0aR48exaeffqrGRUVFYcWKFahQoQJatWoFvV4PT09PpKWlwdfXV5XT6/Xo3bs3tm/frhooA8C1a9cQFRWFjz76SI378MMPMX/+fLRp00Yzn8ePH+ODDz7A4MGDMWbMGMTFxWHGjBmoU6eO5v1CMTExGD58OE6dOoUKFSrAYDBg4sSJGD9+PKpUqYLatWtr1v2///0vvv76a5w9exb//e9/1bTM58m2bdtw/vx51QPIvNzmnoQFG2pWqVIFQ4cO1Wy3MWPGoH379vDx8cGNGzewevVq1KlTBwkJCYiLi1O92Ly8vNCmTRt06tQJDRs2hIODAx48eIAWLVpopnfx4kXMmjULMTExmvHjxo3Dm2++ifnz56txX3zxBTIzM/Gf//wHQ4YMgU6nw+XLlzFw4EC4ubnB19cXRqMRwcHBcHJywoYNG+Ds7IyPP/4YEyZMQPny5dGmTRusXLkSAODg4IB9+/YVuoYB+VVdsbGxcHR0RPHixXH+/Hm899572LhxIypVqgRnZ2c8ePAAIqKqBS9duoTAwEAsXLhQ9SQEgN69e2Pw4MH44osvoNPpcPXqVfTq1Qt79+5F37598cEHHwAA9uzZg0GDBsHGxgZz5sxRVbs///wzNm3apLkG3blzR3PemJUrVw63b9/Gjz/+iOzsbOj1euTk5ODYsWOoWLEiHj9+jMWLF+P1119HWFiY5rt3795V1VFmc+bMwZgxYzBkyBC8++67yM3Nxd27d1G3bl3MmDFD9YYtqpFur169UKlSJTg5OeHSpUuaXpwTJkyAh4eH+tvPzw8///yz5vteXl5YsWKF5hp27Ngx1K1bFyKCKVOmoHfv3oiOjsaCBQuwevVq9fLWopYbyH8f2tSpU1G2bFlVpR8UFIQffvhBsz2L+v7gwYMRGxuLHTt2YMyYMQCAV199FbVr10a/fv2QnJyMGTNmqHfPFex04uTkhKtXr8JkMsHR0bHQfvtV/pRQ6W/oyfw1t27dkqioKDly5Iikp6ercgsWLNDkKhg+fLg4OztLZGSkpgHnlStXpE6dOqLTad8tVLZs2ULv4ykqodrT8umYB7OifoE2aNBAXn75Zc2vPD8/P6lfv740bNhQE92vWbOmyIyVu3fvltjYWImMjFSR+6JFizQNcz///HOxs7OTMWPGqEeQgwcPFp1OJ76+vmJtbS01a9YUIP8dJoMHD1Y5RmbMmCGOjo7St29f9bfZpk2bNE913nvvPQkNDZUffvhBnJycJD4+XsaMGaOemg0ZMkSGDBki1apVE6PRKCtXrlRP0czZWlNSUqRKlSoyd+5cEclvPGg0GjXbvKgEeL+2YW5R3/1fcXV1VdltC9qzZ4+mEaxIfrKxEiVKyPbt2yUnJ0dycnLE09NTPDw8CqVjX7FihQQEBDxz3mlpaVKzZk2VUdacXbZ+/fpy9+7dX1z2oo7V0NBQCQsL0yRPc3BwUO8cMjt58qSq9ujWrZu0a9dOHWvvvPNOkU82i3rK+WTD3h07dqgnPRcuXCiyYem5c+ckLCxMvVKhVKlSYmNjI+XLly/0hGHdunXi7Ows77//viZ3jvlJlqenp3qi8mTysjVr1shLL70kdnZ24uPjI4MHD5ZixYqp49isVKlS0rFjx0JJ3+bMmVNoXFpamjRq1EhcXFzEyspKk64/Ojpa1q5dKzk5OfLTTz9JyZIlxdnZWerVqye1a9dWebHMVUoi+cf+2rVrVV6qJx08eFDWrFkj9+7dU+dJwVwjjRs3ljlz5oiIyN27d8XLy0t8fX1Fr9dLTEyMysWzbt06iY2NFVtbW80+LFgNbLZlyxaxt7fXNM5u06aNtG3bVubPn6/KVa9eXQYOHKj57o0bN9Q7oJ58V1LBp6HmBuRP6tGjh1ofs5CQEJXg0nz97dGjh7z99tua7LivvPKKSgpqrjZu1qyZaihua2srX375ZZHbWUTk9ddfFwDSt29flb+mUqVKAkCGDh2qzvnKlSuLyWSS119/XS3P/PnzxdvbW5ydndU2L1asmIwePVrWr1+vyt24cUOioqI026fgNip4zypbtqwsWbJE0tPTNVWva9as0az3mjVrpHHjxoL/n2C2e/fuYmNj88xOJ7+VxXXpfpqi8tcUbPhkjlDLli2LOXPmoEGDBkhISEDDhg0xY8YMfPPNN7hx44b6BfX111/DxsYGixYtQtmyZQHkNxicMGECAgIC8MEHH6hfY++99x5OnDgBLy8vlC9fHgaDAWvXri20bMD/PYn47rvvkJ2djS1btmDFihVo2LAhXnrpJRgMBly6dAnjxo3D48ePUa1aNQD5+QPy8vLw/fffo0WLFjhy5AiuX7+OLl26IDY2FlFRUSoa/v7779GpUye8+uqrWL58OU6dOoVZs2YhMTERycnJml/Lx44dw4EDB1Q35sDAQLz99tuqUXZmZiby8vJw8eJFxMfHo2nTpujRoweaNWuGIUOGYO3atZgyZYrq+tm1a1ccP34csbGxmDFjhlrn9957D5MmTVJv2jYajejUqRPu37+PxMRE2NnZoWLFihg9erSmUWSvXr1UTo3Zs2dj+PDhqF27Nnbt2gWdTgd/f3+1za9evYpTp06hdOnSmDdvHgwGA3r27InY2Fg0aNBANVgEgAsXLuDLL7/EhQsXMHPmTOzduxdDhgxBnz598OKLLxZ6q3LB7z6PrKws7Nq1C5cvX9a8tTc1NRVRUVHIzs7G9OnTcfHiRQwYMAD//e9/AeQ3Zs7OzkadOnU0Deqys7PRuXNnrFq1Sr0VPicnBwaDAWPHjlX5efbu3YtJkyYhKioK5cuXV/M+deqUeqKZkJCAEiVKYPr06Sq3kXk/1K5dW9NwuXz58mjZsiXu3buHzz//XI13c3PDV199hezsbPX2bvPxVLt2bURHRwPI/8V37do1jBgxAgMHDgQAHDx4EEOGDIGTkxNKlCiBW7du4cKFC3B0dMTly5fVOptz8zyZZyY2NhYJCQmYOnWqOk9WrVqFqVOnIjw8XD1RWLBgAZo1a4YtW7bgxo0bmsbmOTk5ePfddwHkPzGLjIzE7t27C+2vCxcu4NSpU8/MnVO1alV88MEHaNiwYaHj4N69e1i9ejWWLVuGrVu3Ash/AmRuDDpv3jzs2bMHUVFR6NWrl9qHCxYswMyZM/Haa6/h4cOHmmVKSEjAhQsXkJmZiVOnTuHdd98t1J07KysLS5YsQVJSEuzs7DBt2jRcuXJFU27t2rUYPXo0zp49i4MHDxZ57GdnZyM5ORnHjx/H2LFjMXz4cPXE7IUXXsDnn3+O4OBgHDhwQD0R6tixI+7fv19kw/YTJ04gMzMT9erVw+HDhzVvhgby32b9ySefYPHixejduzdOnDiBHTt2YNSoUTAajZg5cyYMBgNOnDiBiRMnwsPDQ+2L1atXIzMzE3PnzsXQoUPV+h09ehSenp6oVq0aDAYDUlJScPXqVVStWhXffvutmvekSZMwbdo0xMTEqHX873//izfeeANubm548803kZSUhBUrVuDDDz9Eeno6Jk+eDIPBgLS0NMyZMwcigtu3b6Nq1ao4d+4cXF1d8dprr+Hdd99FWloaQkNDERsbi44dO2o6Erz++uvYsmULTCaTOsfKli0LvV6Pffv2qXP+8ePHaNeuHZYsWQIPDw8kJSWpJ23mc8X8fyD/HmRvb4+kpCS8/fbb+PHHH3HixAl1r7p+/To6d+5cKO9YwXuo+ftdunSBXq/HgQMH1FO0mzdvokuXLkhPT0fv3r0xa9YsHDlyBE5OThgyZAimT5+OpKQklCxZEjt37kTv3r1x7ty5QsfFr2GRQc2hQ4ewcuVKzYXHXNVT8HHnrFmzYDAY8Nprr6nHzkXlMBgzZgwaNWqES5cuISIiAgBUD5Vt27ahVKlSAKBJfFRU8rKC1Q0Fc4eMGjUKAHD16lW8/fbbuHjxorpQF9w9RSULMz/2Ll26NPbv34+vvvoKubm5sLa2Rm5uLlq2bKmS8z169Ahnz55Fu3bt4OnpiZIlS6oLWs+ePXHo0CFkZWWpdTx79iysrKxQrlw5nD59Gnq9Hnv37tX0UCno559/xoIFC7BgwQLcv38fHTt2xI0bN7B8+XLk5ORo1sPHxwcdOnRAbGysSjKXnZ2N8+fPIzMzE6GhoXB0dNRUMRTF3IPJysoKLVu2xPLly7Fv3z4cOHBAnexmBXtrFbUt9+7dCwcHBxw6dAj9+/dHeHg4jhw5gtOnTxd5QTD/DQDe3t6am+GjR48QFhamOQazs7ORnZ2NypUrIzs7G/fv38eFCxeQl5cHnU4HNzc33Lx5E3q9Hnl5edDr9YWOgYKJwcyJy6pUqaKCVHN+m7Nnz6obVVhYGNauXYupU6eqqlI3Nzfcu3cPZcqUwY8//oiwsDCcOXMGDx8+RGBgIFJTU1UOoQULFmDhwoXYsWMHAOD8+fNo1qwZfv75ZxXQnzlzBp6enir4MecJOXjwIO7fv49+/fqpxHohISEICQnBnDlz1IU5ODgYjx8/RlxcnDpWrK2t0bVrV0yfPh0ODg5ITExE27ZtERERgREjRsDb21vti6+//hrNmzdXVZ0AkJmZicGDB2PRokWanohPuzCbz7nw8HCEh4fjm2++wZgxY1RgcfToUTRr1gz3799HVlYW3NzccOvWLdjb28PLywsXL1585rG6adMmjB49WtPrsCBzr8NTp04hJiYGKSkpqjdWSEgI6tati/j4eE0eqoEDByI+Ph4rV67UJBY0e7Kq42kyMjIgInB1dcW5c+c0VSDm6taCx755WwH5CTDNuV0K9jIs6sbZrl07lC9fHl9++SXq1auHFStWFEq4WFDDhg3h7u6ORYsWwdbWFgDw4MEDeHp6okyZMurG+LSbdsH5m5OXbt68GStWrEBMTAxMJhMOHTqESZMm4fLlyzhx4gSaNWsGIL8XT0ZGBvLy8hAcHKz218mTJwH8XzUykH/tc3V1hYODA27evImkpCQ0bNgQGRkZyMzM1JQVEdy/fx/dunVTAXBsbCzs7Ozw9ddfo3379mjevDlOnz6N8+fPIycnB7m5ufjkk0/w+uuvY+nSpXjppZcKbatz586pH4DdunXDli1bEBERobZPyZIlsWXLFvTo0QNXrlwBkN8MYtKkSWjVqpUqV7t2bcTGxmL79u04f/48Dh06hDJlyuC9997DsmXLMGvWLDXPrl27onfv3qhTpw6aN2+OpKQkPH78GFFRUbh586aqCrxy5QpKliyJ9evXo0yZMli3bh06duyIEiVK4OzZsyogKlmyJFJSUhAaGqp+4D633/yM529q2bJl6vUB5lTUZcqUEWdn50ItqotqVGxnZyexsbEydOhQlcOgadOmEhUVpentUbJkSalZs6bmDcIiRb+P59dq3ry5emmio6OjnDp1SuLj46V69eqF8hA8zaVLlyQuLk5WrFghZ8+elVatWkmnTp3k0aNHmrfhLlu2TIKDg9W46dOnS3R0tNjY2KhppaWlyUsvvSS9evWSlStXSvXq1TU9VooazHbu3KlesPjTTz+pt9RmZWXJnTt35NNPP5UXXnhB9Hq9hIaGyrvvvlsoZ0tubu4vVjEUbFn/S558k3JKSsovVluYt09KSoqsW7dOvL291XcHDRokXl5e8uabb2pSf5tfvlcw9b25mq5u3bqql5aLi4sYDAYZPXq0mk/Dhg3F3d1dvvzyy0LHwJIlS9Tbh81VIGfOnJExY8ZI6dKlxdraWho3blyoiqMgc8O9atWqyZgxY0Tk/x6Xly1bVqpVqyaffPKJpgrzs88+Ezs7O+nZs6d0795d/P39xd/fXzp27Kime+vWLXF1dRV/f39Nw/DHjx9L165dC/XIepp79+6pRuFr1qzRVIfOmjVL9Hq9NG/eXPM6DpGi8w2Zl0un06lpLlu2TMqWLat5w7Knp6cUK1ZMvSbFyclJ6tevr950b+5tFBwcLJGRkTJ9+nS1fS5fvizFixeXcePGiaurq3rhqbm3VsHBfFyhiMf6Op1OVqxYIa1atRKj0SjFixcvshfnk/7zn/9ISEiIdO/eXWxtbeWLL76QZs2aibOzs3Tu3FnzFuvx48fLSy+9pN4vNHToUOnWrZs0bNjwqedUwR4rr7/+eqHzp1u3blKlShWJj48XBwcH2b17t6SkpMi8efMkNDRU5bUaO3as7Nu3T0wmk+zbt08cHR1l3bp1YjQaVXW7+XUmBYeGDRuKra2t2NjYSIMGDaRBgwbi7u4uAOT777/XHL8i+VWWv5SnycnJSV1rzO8EEyn8XqiCL2Ytaijos88+E39/f1m+fLk4ODjIsmXL5J133lH//7Wys7M1nQjMr00wmUyi1+vVC1QPHjyoeX3Ckz2aevbsKS1atNC84ubSpUsSERGheZVEUcttfq3EsmXLnrl9nrXe9vb2MnLkSHXsbdq0SXJzc+XBgwfqOMf/7102cuTIX+x08jwsLqipUKGCzJo1S0T+72DPy8uT3r17y4gRI2TKlCnSs2dP6dmzp5QqVUrq1Kmjecuxl5eXODo6iq+vr3qpmr29vcycOVPKly+v5rNu3ToJCwvT9Cgxv4/nyZcHPs3du3c1y2N+k65Ifs8Pcyv5bdu2SVBQkOox8ayg4smW/kW1tg8KCpLFixeLnZ2dGufn5yfvvfeehISEqO+mpqZK8+bNi+z+DBR+141er5cHDx6oF+XZ2dnJq6++qnmZ4ZOuXLki77zzjrpQlSpVSoKCglSbnafN59KlS79q+CVFBTr29vZFdi1NTk7W9DAoWbKkan9VMJmdu7u7REVFacaXLVtWunTpIh06dFDTdHZ2ln79+kn//v3F2dlZTp06Je7u7rJ48WIpW7ZsoWMgPDz8meuSkJCgkqx16NBBGjZsKPXr19cMZgWX18XFRU6cOCG2trby3XffSYkSJdQyjhs3Tt3YWrVqJa1btxYrKyupX7++tG7dWjN/88XwSeZebOZ3io0fP17Gjh0rAwcOVO+YKjiYhYWFqR4px44dUy8SLF26dKEfKDqdrsgElImJieLq6qoSr1WrVq1QMkF7e3tZtGiR2NjYqHcTWVtbq6RkBd94b+4NaN5fIiLVqlVTvXJq1aolb775pgwfPlzmzZuneeP5qFGj1GBuozZ58mSJjo4WBwcHcXNzkz59+mi2wS8JCAiQHTt2SGBgoOpRFBgYKB4eHmJnZ6eW3dvbW3Q6nUqMV/D9QgXbDQGQwMBACQ4OVsu4b98++fnnn4ucf/HixSUhIUFEtMHFuXPnVFulVatWqd6E5pdSdunSRdq0aSP+/v6qh1HXrl2L7NrbqVMnqVWrlgwbNkyGDRsmn332mYSHh8vixYsLzXf8+PESERGh3hNVsOekeShfvrx88sknkpSUVOidYEW1PyyKOZloQV999ZUEBwer65S/v7+mfY/ZokWLpHbt2preRv369ZPGjRuLq6urODs7S0xMjLRp00aaNm0qTZs2lUGDBklCQsJT23JWq1ZN05YzLS1NvSTZ3K7KYDBIxYoVpWnTpprEfW+99ZYEBwer67rBYFBv8n7hhRekU6dO8tNPP0m3bt3E39+/0PZ87733pHjx4s9c702bNkmXLl3EZDKp47x+/fqF2hfdu3dPGjRo8Lu6dFtc76cLFy6oHgI2NjbIysqCTqdD48aN8eqrr8LPz089Gn/06BFOnz6N77//XvWYSktLw1tvvYUrV66gX79+cHd3h9FoRGJiIjp06KDm061bN2RlZeHx48ewsbGBTqfD48ePodfr0bFjRzx8+BBGo1FVK+h0Os0j3fv37+P8+fPQ6/Vo3ry5Gte8eXP06tULbm5uuHr1KjZv3oxbt24hOTlZJdMaMmRIofWWAlUUDRs2VI+BMzIy0KVLF00ird69e+Ptt9+Gra0tcnJycPXqVdy+fRsffPCBpnquW7duOH36NIxGI5YvX47r169jyJAhWL58OQCoFv1A/isaPv/8czg5OSE0NBS9e/eGg4MDsrOzNdutoBUrVuDQoUOYO3cubt++DUdHRwwYMAA6nQ6TJ09GWFgYXnzxRYwcObJQvXvBxHjmdS/qkXOtWrWQnZ2NnJwcTa8g8+shCjKnvnd1dYVer0dSUpKazoYNG5CQkAAXFxdVJfbzzz8jNTUVGzZsgKOjo5r+/fv3ceTIEQBQ4y9fvozPPvsMzZs3h52dHe7duweDwYA2bdqgffv28PLywuXLl5GbmwsfHx9cuXIFPj4+uHr1KoKDg7F//34cP34cjRo10iQ/A4D3338fS5cuxYoVK3Dr1i1YWVkhNzcXYWFhKsFWfHw8rly5ohJt5eXloXTp0tDpdChbtiwuXLiAoKAgnDlzBrdu3VLbcu7cuejYsSNOnjypenC5ubnhnXfeKZQi397eXr2Tyuyzzz5D3759AeS3ZTAvz6VLl5Cdna0eZRc8fkuVKoW8vDykpKTgtddeg8FgQJcuXdCiRQs0adIEY8aMwapVq9C8eXMMHz5cVSdVq1ZNc1zk5OTgzJkzyMvLU8kM8/LyEBcXh8aNG6uqyWLFisHGxgZ6vR7VqlVD7dq18fHHH2PKlCkYOHCg6h3m6emJHTt2oHTp0ihTpgwuX76MkJAQLFq0CJUrV8aWLVuwe/du7NixA/Hx8cjNzUX16tUL9cIrqGnTpmjevDl0Oh1OnDgBX19fuLq6qlcpmEwm6PV6zStACr7C5e7du2jdujXS0tJQrFgx3LlzB8nJyUhOTkaFChXUslevXh2vvfYaxo8fDycnJ3z99deoV68eHB0dMXDgQPTr1w9Afs+k4sWL45tvvkGtWrVgMBiwYcMGlVjtSampqTh27BiqVKkCID9poY+PD5KTk5GTk4MNGzbAxsYGn332Ge7evauq8sqUKYMpU6agXr16qn2b+RoMQJPwsyienp7o2rUrVq5cidzcXKxZswZff/01Dh48iNzcXEyaNOmZ18r//Oc/APKT+L3yyitYvHgxdDodSpQooVkOs3r16mHixIn4+eefERsbi1OnTql37BVkMplw/fp1iAjef/99nDx5UpMEMikpCQkJCYiIiMDdu3eRm5sLf39/3Lx5E87Ozpg3bx5atGhRZGJNIP+VPY8fP8bp06dV1a+5mrpXr17YtGkTgPwemGPGjEHbtm3x3nvvITMzE3fu3MHUqVNRrlw5tX337t2LDz74AAsWLEDnzp1x7NgxHD16VFUB7969G66urli6dKmqujU3FyhIp9MhMzMTmZmZ8PLywq5du9CiRQtVVZqcnIwXXngBixYtQrNmzWAwGPDTTz8hOjoaoaGhePjwITp27Ihz587Bw8MDy5Yte9qu/0UW16amWLFi2LhxIypUqKAalnbo0AHh4eE4deoU7t+/r2lA2atXL1y8eBG7d+9+6jS7dOmCI0eO4PPPP1cB0ZgxY1RG0KlTp8LR0VE14gTyb2x2dnYq2NHpdJoT7IsvvoCbmxtatGiBCRMmAMjvpmtjY4N9+/YhJiYG9+/fR1JSEu7du4dHjx4VauSn0+lUPf6AAQOwYMECzTueACAuLg5GoxHHjx+Hk5MTjh07Bg8PD4SHh6ubqHlaJpMJX3zxhWpUWbp0abi7u6N+/fpYvHgxli9fjilTpuDQoUOa5Shfvjxu3LiBjh07IiUlBV999RWcnJzQrVu3IhsBXrt2DRcvXsStW7fUSwwnT56MQYMGqfIODg6aenIzc8PaFi1awMXFBdWrV0dYWJgKJs2WLl2KWbNm4f79+zAYDOjRo4emW3JRy2VunP3ll1/i7NmzOH36NOzt7ZGYmIgyZcoUCp6kQFuByMhING/eHKNGjYKfnx8ePHiAu3fvqrrmefPmoU+fPpg2bRqKFy+O3r174+uvv0blypUxb948tGvXDseOHUNaWhrs7e1hY2ODUqVK4e7du7C3t8eGDRtgb2+P7t27Q6fT4e7du/jxxx9x5swZZGZmokGDBoiNjcXQoUOxePFi1S4AyL9xXr58GQMGDFDHxnvvvYeqVauiSZMmiI+Px/r16xEWFoa4uDiULVsWycnJmD9/Pnr06KGOVz8/P0RGRqJnz56a82HRokUICgpCmzZt8PDhQ3zxxRcq4DG3H+revbtqGB4eHo4yZcpo3jHVs2dP7N27F6+++ioCAwOh0+nwxhtvYNCgQfDx8cGqVavQpUsXFSDJ/2838eTla9y4cer/O3bswNGjR/HOO++oNnMxMTG4efMmhgwZojIlDx8+HNu2bVPpAWJjY6HT6aDX6zFo0CD06tULpUqVQrNmzdCtWzd07NgRvXv3xrFjxzBo0CAsXrwYd+/exf79+3H27Fns2LED/fv3B5AfgBRM3RAfH49PP/0UFy9eVNmD161bhx9//BFjxoyB0WhUWaH37NmDGjVqwGAwID4+Xh13derUUdN766230KlTJ0yaNAmNGjVChQoVsGHDBrz66qtYtGgRfvrpJwBFv18oMjISy5YtQ//+/TXZX+Pj4xEVFYWqVati3bp1z0x3YN4PqampKFWqFLKysjTnRkEFO2QU9Y6t1NRUeHp6wtraWtM+KTExEc2bN1ddicuXL49Bgwbh6tWraNKkCRwcHHD//n3k5eXBxcVFvaxYp9Opm3NeXp4mmzyQ/6JNcyPwoUOHwsXFRXU7Lyg7O1u9D/DgwYOwt7eHp6enJs1GwWVNTk6Gi4uLeqlmQQcOHEBQUBC8vLxw8OBBJCUlYdu2baqh/S+9a8nOzg779u1DRESECn7N7dju3bunsg/n5uYiMzMTffv2VRmOQ0JC0KdPn0LpB6ZNm4bPPvsMZ86cQWpqqibj+6VLl+Dh4YEzZ86oH+hPY/7h8NVXX6F79+5o27atSqWwY8cOxMXFYcGCBZrrdE5ODlasWKFpYG9uX/Sb/eZnPH9THTp0kKlTp4qIyIQJE8TT01NlMG3UqFGh8itWrFDZO9u0aaPqbRs0aKAer8XHx0u9evVEp9Npku+1bt26UKK9X8vW1lZOnz6t6XK8adMmmTFjhtjZ2cm5c+ekbNmyotPpxMPDQ7Zt2/bM6RWVPEokv3onNDRUQkJCVBdsd3d31fX85MmTsn//frl27Zr06tVLrZs5MVmbNm0kMzNTRESOHj0qR48elczMTImLi5M5c+bIzJkzRafTqaqHJ9sRFBxE8rue29raSuvWrWXVqlXy8OFDCQwMLPRepKK6UB85ckR8fHxU/bKDg4OqnjKZTJpplC1bVmWYLfh4+u2335b+/furchcuXJCKFStqMl7iiSo286PzTp06aR47jxw5Ut59910RyX+nj7W1tQQHB4ter1fVT+bxJpNJrKysZOTIkTJr1iyxs7OT6tWrq67M5kyrdnZ2qiup+RgAICaTSXMM6HQ6qV69usyYMUNSU1PVeF9fXzlz5oxmuzk6OsrRo0c14y5cuKCyBGdmZsprr70mFSpUkKpVq6qqFp1OJ46OjtKqVSsR+b92K3fv3pWWLVuq88G8nVq2bCmvvfZaoWOoe/fumirIot4x5ezsrKpezVq0aCHR0dEyYcIEMRgMKvXA5s2bpXTp0pqyCxYsKJTIrqjEa3v37hUnJyfR6/XSsGFDadiwoXh5eYm7u7uqRhkzZow0bdpUGjVqJFZWVqq76cGDB6V169YyadIktb+cnJykePHi8uKLL4qfn5+4u7tL69atpVSpUjJt2jTN+b169Wqxs7OTLl26iNFolAsXLkh6erpMnjxZGjVqVOR7dn7JtGnTVMbvLVu2qIy6Op1Ok0bB29tbnR/m9wv16NFD3nzzTU0bFPMy9urVSy2jiMjHH38sTZs2LTT/+Ph4lbrB1tZWBg8eLI0bNxYHBwc5dOiQiDy9a/STdLrC71ratGmTOsbM7YCqV68uRqNRtan5NQq2ufq16QgSEhKkZ8+eYjKZJCwsTKysrDRtGyMiIlTbLnOG3KcNZra2tqrKqeB16ezZs7/qnYGlS5eW/fv3i0j+Mf/ll1+KTqeTYcOGiYODg6ry7NKliwwZMkTTpsrKykreeustKVasmGa5Q0ND1XUvLCysyOXOzs6W7t27y8WLF39xvY1Go/j7+0vFihXV99PT0+Xdd9+V0qVL/6bj/HlYXFBz+/ZtVf+bm5srkyZNkhYtWoi9vb16wZrZsmXLVLsNc+PiJ29oBW92Op1O01AzJydHVq9eLRMnTpSJEyfK9OnTi6xrnTx5cqF2Nl5eXvLdd99J+/btNeOfzOGyZ8+eIl/4t3XrVmnXrp1qvGlnZydt27YtMpfE48ePZfHixTJ8+HDp16+ffPbZZ3L//v0it1/Bhprr1q2TJk2aaBrwFgwsrKysxNPTU9XLe3h4aNoQhISEyOzZs9XfIvmpwy9duqRp37F48WJ56aWXNI3d1qxZI6GhofLll1+qlP1Vq1aVdu3aydGjRzUNNStVqiQNGjQQJycnqVGjhsybN0+Tf8bT01NdVM+ePStubm5qPs9qnL1q1SpNo+tfsm/fPpk6daps2LCh0PgPP/xQcwwsW7ZMBg4cKB999JE8evTomdP19vZWbWvMnrY8ReVECgkJ0WQp/TWysrLk+vXrMmjQIHFxcVF5K1577TVNI9MNGzaITqfTvBgxKytLNcLt0qVLoZweRQWsRQW2ly5dkpiYGKlYsaKmjn7IkCGFco8UxWg0FgrwREQOHTok1tbWMnToUGnWrJlUq1ZNWrdurVnOQYMGaRrAnj9/Xs6ePSsfffSRVKpUSTM9nU4nXl5e8sEHH8i9e/dEJP/HUsmSJeXjjz9Wr7soW7asvPPOOyonyYULFzSZjZ98TUvBxu96vV5Onz5dqEH8rVu3NONSUlKkY8eO0rJlS02D7VatWsm8efNEJD/XSXBwsDRu3Fisra3F19dXvSrD399fYmNjZebMmeocu3Llihw5cqTQK0tE8m/858+fl169ekm1atUkODhYYmNj5dixY6qM+bUhRb0YVeT/2r3odDrZsWOHpr1G2bJlJSoqqtDrN0aOHKm56YqIplG5mTnvmPlHz/DhwwWAVK1aVZOfavLkyer/U6ZMkdDQUPH395dhw4ZJdHS0iIhYW1vLyZMnpXv37pKRkSHjxo1T16yxY8fKG2+8IeHh4c9sVBwSEiLr1q2TNm3aiIODg8qvU7FiRXF2di6ysXRB69atk+rVq2teODp37lypXr26eHl5ya1bt0REVFuqgoO1tbW4u7uLi4uLZrljYmLEzc1NAEiVKlWkZs2aajCf60OHDhUbGxvp0aNHofV+cl2trKxk4MCBmiC1qOPcHEg9eUx//vnnRWZs/rUsrvrpaQYNGlQoZ0rt2rVx7949lT3z2LFj0Ov1GD16NLy8vDR1oWbmR2xFdWtNTExEYGAgtmzZorp5A/n1mw8fPlQvVAOAgQMH4vPPP4erqyt++OEHAPn1m8OHD0e7du3Uo3p/f3/s2bNH87h2/PjxqsqqRYsW0Ol0OHfuHO7fv4+KFStqstc+fPhQdYU0y8rKwvvvv49t27YVekEdAPXo19XVFffv30dOTg7s7e1hMBhw7949lZMgJycHSUlJMBgM6NSpEwYPHqy6TQL5j5uffJwJADdu3IC/v79qfxEREYELFy5ARBAYGAiDwaB5wWhR1T1OTk5ISEhASEgI9u/fj65du2LXrl3o0KEDdu3ahYCAAKxduxbx8fGYMmUKIiMjUbt2bfz4449YsGCBqnp444030L9/f/j7++Ptt9/GgQMHcPPmTWRnZ+P111/XLMe2bdueus2++OIL/F7mLt9PZtKcOnWqyij7ZLXZ4cOHNS84nDhxInbs2AE3NzeVn+f69es4f/48wsPDsXnz5qfO/5133kFsbKzmWCv4CH3nzp2oVauW6lau0+mwfft26PV6XL9+XbUZK5gpOCsrC9OmTUNkZCRKly4Na2tr3Lp1C9999x0aNGiAYcOGwWAw4Ntvv8XOnTsxceJEzQsWzdPr06cPbG1tNdMuKC8vDzt37sTVq1dVN/qMjAxYW1vD3t4ed+7cUWUHDhyIgwcPomvXrujfvz9Kly4NOzs7HD9+HMOGDcOHH36IEiVKYMWKFahZsyYcHBxQrFgxnD9/HkD+cXjgwAFUrVoVQH626N27d2Pnzp04ffo0IiIikJCQUGhfSYHqS3t7exw7dgxXrlzB1atX0bVrV2zZskVt8zVr1sDV1VVVm+n1eiQmJqJGjRp48OAB8vLy8OGHH2L16tU4fPgwRowYgbFjx8LOzg5t2rTBtm3b4OjoiAoVKsDBwQFZWVnIycmBs7OzypT7xRdfwGAwwM3NTVXJX7p0CX5+frCxsVFdk5s3b46vvvoKtWrV0ryYde/evYiJidG09wkNDcWePXs01RQRERE4c+YMHjx4oLIYm6vFgPwcJk+e4wX/trW1xezZs9GjRw8EBQWpKv2ffvpJc6wmJyfD2toajo6O2LNnD8qXL6/yjs2ePRs7d+5EWloaRAQuLi6wsrJChQoVAORnKS5ZsiT8/Pywe/dujBw5EmPHjkXs/yPvr8OjyLqucXi1prvj7kqUhOAQCCGBBHd3Ce6ugwZ3d9dBB3cGdycMNmhwGSDBh9j6/shT5+5Kd4C53+f3fe83v31ddUGqq6pPV506Z5+9116rWTNcv34dt27dgkajQXJyMgoUKIAXL16YjGtv3ryBm5ubSHmZG2c/fvyI1NRUqNVqqFQqLF26FJMmTcIff/yB6Ohos2m5bdu2yfqShOWU+IIyMjKgVqthaWlplhVcogqYP38+evXqhTZt2og50JjrqHPnzihVqpR4v3PbrVu3YG1t/UP+mMDAQPTv3x+hoaGIjo6GWq3GsWPHsH37dmzcuBFr164FkMMyPGzYMERERMgY78+dO4fGjRubZdj/GftXOzUkceTIEXz9+hXFihXDuHHjsGDBAlmeNTExEfPnz4eHhweOHj2K1NRU2Nvbo2LFinjx4gWAnPzk0qVLBW14dnY2kpOTAeS8xCdOnACQk5ufO3cuSpcuLQi0NmzYgFatWkGtVmPFihWoX78+MjMzUb9+fRw/flwMNjRSX121ahVWrFiBsWPH4s2bN1Cr1UhOThYdXnI21qxZI+i669SpYzKZAcDOnTvh7u6OpUuXIj4+HkqlUkz8VlZWaNOmDfR6vWxSlhwy4xdEApZ17twZw4cPh7u7O3r27GniWNy+fRvXrl3Dt2/fULJkSfTo0QPnzp0TuKNevXrh1atXePjwISpXrgwAYlIGgMaNGwOAbKCUsEhFihTBb7/9Bn9/f1SoUAGzZ89GpUqVsG7dOrRo0QKWlpYICQlBmzZtcOHCBfj4+GDFihX4+PEj3r17BwsLCzEoS7nn1NRU6PV6uLm5QaFQYMmSJahUqRJcXV3x8uVLJCcnI3/+/MKRLFasmMCBpKeniwFg1qxZWLx4Mb5+/YrY2FgB/n7y5InYX7NmTcTExODz58/o3r077t+/j5o1a6Jv374YPHgwpkyZgqysLBQtWhSurq549uwZ/vzzT4FD8PDwQEREBDQaDb59+4bz58/jzZs34rekpaXB1dUVcXFxJgq3mZmZMj4WY5OApx8+fEBWVhZUKhVmzZqFhg0byijalUolqlSpYgJi3Lp1q1D9BWCWd8SYFM7Yck9mAMRvlH73rVu3cOfOHTg4OIhJSGqPZKmpqfj06RMmTpyIIUOGYOjQoThz5gz27NkDW1tb1KlTB0qlEgcOHMCbN28wfPhwzJ8/H2XKlBF97ujRo1i4cKFQ+pZ4etRqNfz8/DB69Gi8fPkS/fv3R8GCBXHp0iWT3/P+/XucOHECy5cvx44dO6BUKoVcS0xMDMaPH48yZcogIiICycnJUKvVOHLkCCZOnCjwQr1798aoUaMEbb90j0NDQ/HhwwcMGDAA+/fvx969e+Hs7CxI95o0aYJly5YhMTHR7L2W7HvSKAEBAVi0aBESEhIEb8mYMWNw5MgRaLVa/Pnnn+Le83/wNMb9ybiPSdIDbdq0wa+//gqDwYAOHTpAr9fLOKPc3NxAEufOnUORIkWg1WpFMUKpUqUwffp0NGrUCMB/JGuuXLmC7du3yzBUt27dwrJlywSGMTIyEjdv3sSJEycQGRmJWrVq4dmzZ7h16xbq16+PnTt3inv+8uVLbN26FQkJCYiOjsby5cuFWvjmzZsRFxcHtVqNU6dOoVSpUiZcPl27doWXlxdWrlwpuKCkcbZFixYynOPFixexb98+wSvk4eGBpKQktG3bVlzPWFpi5cqVePPmDS5dugRPT09EREQgMTERM2fOhI2Njex5S89EMkUuQkqJr0oac9VqNbp3746hQ4fmuQiVbMyYMZg6dSri4+MFz9K6detQrFgxBAUFiTnCnPO0b98+bN68GbNmzRIAa51Oh5s3bwpldMkePHggwMP/lf3XMZ7/yyw1NZUtW7ZkREQE27Vrx/fv3zM6OlqkjVxdXZmcnCwLjXt4eIgwaYECBfjrr79SqVSKcKVkXbt2FfgNSfFZrVazefPmovRNssaNG1OhUPDt27dcu3Yt9Xo9N2/ezEOHDtHa2prbt29nzZo1mT9/fr58+ZKfP3/m8OHDqVKpmC9fPlpYWHDcuHG0tLRkp06d2KVLF2o0Gjo5OYlrAhBl65LlpXRarlw5+vr6ymjYraysePLkSZlgW17n51ZMdXJyEqmPoKAg7tu3j71792azZs0Ej09uXAqM0nn4nxLD6Ohotm7dmi1btmShQoXYoEGDH5bxVahQgWvXriVJNm3alF5eXnR3d6dWq6Wrq6tMqTgrK0sWfl+3bh0rVqzIgIAAWWi8aNGiDAsL45o1a9ikSRNWrlyZu3btYokSJQS1fcGCBWltbS0wCteuXaOvry+VSiVDQkJ45coVurq6iuOBHCHQK1eu0MnJSZZSWLRokShfl7aaNWsKnJD0mZOTE9VqNUNCQhgaGioUhKXn4efnJ/Abkt24cYPFihVj48aNZWlAaWvXrp3ZzfiYsWPHsnr16vT396dGo2HVqlW5du1aXrt2jQqFgvXr1zfpGwAYHh4ulIrNhd979epltnxe2iQpDIVCwX79+nHkyJF5lvNL/xqbcXk9ACEImZSURACsWrUq69atK7umcb+UNq1Wy+fPnzMmJoazZs0S/VmSKunWrZvgX5KwZmROGui3335j9+7dWaBAAfEsjZ+POTkQhUJBR0dHzpo1y6R0HP/DUyKlyHU6Hd3d3UUqwcXFhRUrVuTZs2d58OBBarVaUcqc27Kzs3nhwgVu2rSJmzdv5qVLl8ymtc21USp3DwwM5N9//83Dhw9Tp9Oxbdu23LZtm2zbsmULg4ODheDv4cOHaWVlJcP3/BNLSkqinZ0dJ0yYwOPHj/P48eMcP3487ezshDL627dv2atXL1pYWLBs2bI8c+YMHzx4wDFjxlClUlGpVLJcuXKCdywuLo6XL1824bPJPUb7+vqyQYMGNBgMjIyMNOEXyi2Siv/BvvXr149Xr141ixMzNinFaw7jU6FCBU6bNk185urqSi8vL+p0Os6bN49Hjx4V45uxknbVqlWF3EKFChU4ffr0797fmjVr0sLCQtAXHD58OM9jzaW0JFoAlUolfjeZAx+Ijo4WqvYABARBssDAQM6bN8/kXV61apVMRPmf2r/GqWnbti2DgoI4ZswYlixZkqVKlWJUVBTPnj3L8+fPMy4ujtWrV5edYw5UDIBeXl6yXKajoyMXLVok04j5nh6PVqtlUFAQDQaDTOl069atVKvVLFCggCDpIsnw8HAxgO7du5dqtVrWATZu3EgrKytxzTp16ogX+mftw4cPXLZsmdDfkFRUf2T37t3jkCFD2LhxY7569YoVKlRg//79ef36dbZr144lSpSgl5cXCxcuzBIlSpDMyU9Lmj3nz59n/fr1Wa5cOaakpPD58+cmuCMrKysT4r2VK1eabCNHjuSgQYO4cuVKqtVqQcoVGhrKjRs3ynLx+/btMwEnBgQE8NKlSzL+mn379nHSpEn08/MzC842NzhWrlyZ1atX58mTJ9mxY0d6enqyTZs2rFSpkuCXcHFxoaenJ/38/BgVFcVVq1bRz8+POp2OBoOB8+fP5+vXr1m+fHkCoLe3t+gDo0aNMhkENm7cKCN1tLGx4fnz502e17lz52hra/vD5/ozdvLkSbZp04YajUYM2hJIMTExkX369CFpHuCZl2VmZvLKlSsm5HmS5TVYK5VKbt26VbbP2AwGg3iuNjY2NBgMrF+/Pi9duiRboBibOW4bCUdiDIAFwHbt2skAsJaWlnzw4AFJChCpk5MT69aty1mzZnHMmDEm/XfFihWsV68eLSwsZI5V7969ZW2Ii4tjcnKyjOwzLi5Ods+0Wq1Mn4nMwRDl1p0jycOHD9Pf31+GDVQqlbS2tmaVKlWYmJgottatW7NIkSJUq9XiWJ1Ox8GDBzMhIYGlS5emlZUVZ8+ebfI9t2/fZu3atalUKunu7s6iRYvmeayES9m+fbuMf2vDhg2Mj48XnFvbtm1jmzZt6OjoKONBkZTbx4wZQzs7OxYsWNCkUCIzM5OxsbFi4pV4x/744w9u375dxjsm2aBBg0zG6A8fPnDBggUMDQ0VDkzr1q1lffH06dO8ceOGjFRU0sMzHtuWLl0q+o1k5t4fR0dHHjt2jGq1mrNmzWJ4eDhTU1O5YsUKE7Dt9evXmZaWJgC3nz9/5vLly0U78uXLx7Fjx8rUuT9+/CjOT0lJ4YwZM4SDnxcZal72M2Sq5t61iRMn0t7enlqtVixuli5dSkdHR44bN+6nvtuc/WvST56envj1118RGxuLZ8+ewdvbG4cPHxZKySdOnEDVqlURExMj8ptS2kej0cDX1xd3797FjRs34O/vL0vh7NmzB05OToiIiBA8AFKZd6tWrQQ1+507dzBnzhwEBATg3LlzcHFxkakWu7u74+zZswgMDIS9vT3u37+PN2/e4PXr18ifP79IZVy5cgVz5swRpZR//fWX4H3x9fVFQEAADh8+DD8/P5QrV85Ei2XatGnfvVcTJ07E+PHjBQV4Xnbs2DFUqVIF0dHROH78OG7duoV3795h4cKFSE1Nxbx589CyZUvs378f+fPnx9q1a1GoUCE0adIE1tbWWLRoEYAcrFHVqlVFWDa31apVC8WLF8eoUaNEmkJKqQAQWKS///4bWq0WBoNBlp4yl8Lg/4RhjX+fwWDA9u3bUblyZRGS/fbtG86ePYsqVaoIWu53796JckkgJ/3YqFEjnDp1Cq9fv4a9vT0OHz6MyMhIfPr0CTY2Nrhw4QIqVaqEw4cPQ6vVomTJkvj48SMcHBywZ88elChRAmfPnkWpUqWg0Whw//59eHt7Izk5GYUKFYJOp8Pt27fh6+uLZ8+ewcvLCzdv3kRYWBi+fv2Kx48fIzIyEt++fcOjR48QEhKC6dOnC34RyTw9PfHixQuZXsy3b9+gUCig1Wpx584dbNu2DWvWrEH+/PkxcuRIpKamYsGCBfj8+TNq1qwpSoavXr2KZs2a4f79++I6586dQ4kSJbB//3706dMHN27cgEqlMosxAHJShwUKFEDbtm2RlZWFsmXL4vTp07CwsMC+ffsQFxeHAQMGYNGiRcifPz/WrVsncGvG9qPQeEhICFatWoWSJUuiTJkyKF26NC5evIjLly+DpIlyuXTNDh06yMp4586di+bNm8PW1hZpaWm4cOECrl+/jnz58qFo0aLo1asXwsPD4eXlhZMnT8LPzw+LFy9GdHS0TIncuP8CObiHL1++QKvVQq/Xo2bNmsjIyMCGDRvQvn17WRuysrJw7tw5qFQqnDp1yqTdJKFWq0UJtGQSZUP58uVF383IyMCzZ89gYWEBGxsbaDQa/P7777h58yY6dOiAtLQ0lC9fHpaWlsjIyMD169eRlpaGwoULo0ePHvjy5Qvy5csHg8GAjx8/okmTJqhWrZqs371+/Rrz5s0T3DZSGb50bIcOHbBmzRrBuZWeno7U1FQh8/Hq1Su4uLjkKTMDQPD2ADnv8eLFi5GUlASdTodRo0ahefPm4pxTp05h7dq12Lx5M75+/QoPDw84ODhgxIgRqFy5Mjw9PVGvXj0cOnRI4CGBHN6pS5cuwcXFBYGBgbLU69GjR3Hnzh28ePECjRo1wuvXr79bfv306VP0798fu3fvxufPn8V4ExQUhAcPHsDT0xORkZEoVqwYRo0ahcOHD8twSFLqfsOGDXj06JEszSdJqEhmLP1hnGp6+/YtnJ2d8csvv2D16tV49uwZHBwc8OHDBxmflHS/ly1bJrTkli1bhrt378rkbXL3Qem55P7dtWvXxl9//YVnz56JlNTMmTNN+nlmZiY2b96MV69eiX06nQ4DBw4U6t7/jf1rnBq1Wo0nT54IJ8JgMOCPP/4Q+JC6deti69at6NSpE1xdXZGWloYHDx4gKysLvr6+AgewcuVKNGzYUFYnf/v2bZDEzp07xSCSlpaGVq1amdUmMsefAci1n44fP45nz57Bz88Pf/75J/r16ycAoiNHjswTZJjboqOjodFoZNwxxoKPkmVnZ+P9+/dITU3Fhw8fAAAajQYajcbkuySemkuXLsHZ2Rm+vr44f/680OY4f/486tatK8B+En9DUFAQduzYgR49emD48OFiUHj16hW6du2KzZs3y75HIrtbsGABhg0bhjdv3uDXX3810cRp1KgR0tPT4eHhgaysLDRv3hz16tUTOkfmzN/fHxcvXpQRadWoUQMPHz7E/fv38fjxY7Rs2RIHDx5EVlaW+A3GvDjGg2NaWhoUCgWCg4Nx/fp1dOzYUbygc+bMwe3btxEYGIiXL1+CJDw8PGAwGPD582e8ePECrq6uePXqlcDuSBP09/bdv38fAQEBqFixIhISEjB48GC8ffsWISEh+PDhA759+4axY8di8ODBAHIG5djYWBgMBpGfz8jIwPjx45Geno4hQ4bg4sWL2Lp1Kxo1aoQLFy6gQoUK2LVrF/7++2+4u7vjxo0baNq0KS5duoQ///wTKpUKgwcPFjweklPz4MED4dR9z+Hw8vLCtm3bBOdJ165dodVqER0djQ0bNmDHjh2oV6+eAH8CEO9BVlYWMjIykJ2djW/fvmHUqFFo1qyZ0JMxtkGDBsHGxga//PILNmzYgObNm8PPzw8PHz4Uz8N4IgBglpMkd59SKBQ4evSo2ffR2JnOPaGYs7t376Jz587o37+/AKofO3bMBJyp1Wrh5OSEoKAgmUjl9evXcfnyZXz8+FEAyoOCgoQDu3PnTpQvX15gAYGcIoWXL1+iRIkS2LdvH/r37y+05kgiISEB+fPnx+zZswHkjBOdO3fG4sWLTcYx479zLxikfeaONT5Hq9WiX79+GDt2LOzs7DB48GCBa8nKysLOnTsxaNCgPBdAGzduxNChQ5GWloYhQ4agc+fO4t4NHjwY69evx/Pnz1GhQgU0a9YMtWrVMnnOI0aMwJo1a1C8eHExzj98+BAnT55ETEyMbEEg2aZNm3Dt2jUEBARApVLhyZMnMj0nY5M0zFq3bo33799DoVDIFsnp6en49OmTWVCvcZ/SaDQYN24cRowYgcmTJyM8PBxHjx7FqFGjMGDAAJQqVQpAzqLQxcUFkyZNQqtWrcS1Hj16hPz58+Pz588gibCwMNy/fx9ZWVk4fPiwSZ8uXbo0du/ejTVr1mD37t1wcHDAs2fPZMesWrUKkydPFmDh4OBg9O/fHy1atBC/u0uXLnjx4gVUKhV8fHzg5uYmFnS5+7mfnx86d+6MjIwM6PV6BAUF5Uk8+LP2r3Fqcg+sxiJeQA4CXFKUPnLkCKpXry4cGbVajWXLlqFZs2Zo06YNZs+ejZYtW8quL3nSxp0TyBHNk1SFw8LCTMjiSOLJkydwdnaWOUq2trbYs2cPoqOjoVKpcOfOHTg7O4MkvL29xSoQyHEKQkNDTQbNpKQk9O/fHwaDAUlJSWbvy7179/DHH3/g9u3bUCqVyJ8/PyIjI8VqWIo8GZu04pwzZw5UKhUyMjKE4JhCoUBKSgqqVKkigFylSpVCXFwcOnbsKO73/fv3ZRVguVdfxpPAj1ZoX758wenTp3Hs2DHs2LEDV69ehUKhQGBgIMqVK4dy5cohLi4Orq6uomLN3Mrg48eP2LRpE96/fy9EIxX/w6ibmZkJLy8vHDlyxOzguGDBAtHO3FVAJ06cwN27d5EvXz68evUK2dnZMqfGnAMj9ae3b9+ifPnyUCqV2LFjB+zt7fHmzRvUqlULycnJ8PPzg7+/P1avXo0aNWpg4cKFmD17Nnbs2IG4uDikpKTIROMiIiKwY8cOeHl5yfpa79698ejRI+zatQs+Pj64dOkSTp06herVq8NgMODmzZuoVKkSzp8/D0tLS4wYMQJNmjRBaGgoLl++jKCgIBkR4cWLF1GpUiW8fftWsNDmfnZAzsrr3r178PLyElGRRYsW4cCBA6hQoQK6dOmCv/76C/Hx8Xj27BnGjx+POXPmYNeuXdi6dSuys7NhY2MjIi3SBGHOcQcgANJnzpzB7t27sWPHDrx8+RIfP3402zbpmlJFiTETt2TmGIGNHe+srCzs27cPT58+NamM++OPP4QyOpADaL548SIqVKgAIGfhEBkZCY1GI9p+6NAh1KxZEwEBAUJs9NatW/j27Rt8fHwwe/ZszJw5E3/99Rdu3bqF8PBwIUKb2y5cuIDx48ejRo0amDt3Li5evCgDCu/cuRODBw/G9evXAeQ4Nb169cLs2bPF87SyskL79u3RrVs38Q4sWLAACxYsgLOzM/r37y9TI89tZcuWxciRI1G+fHn4+fnJ3nfp/kumUCiQlJSEIUOGAMgZ+/r16ycqiHKPgcZEcuvXr0dYWBiCg4Mxf/58ADnjm5WVlYg+zp07F4sXL8aXL19EJGzv3r1o27Ytli1bJiOGM7YKFSrg1atXKFq0KFauXIlGjRqZEMRJpKJ//fUXsrOz4e/vj8jISFGxldsaNWqEc+fOoXXr1lCpVCApKk8PHDiArl27IisrC/Hx8Thw4ACAnCIOKysrJCcny8a6uLg4/Pnnn2jYsCEAebRv7NixWL58OVatWgUrKysxnkl25MgR/Prrr/jtt9+QnZ2NunXrolmzZrKIH5CTARg2bBi6desmSPVOnjyJWbNmoVChQrhz5444XxJkXbVqFW7evAlXV1eMGzcOTZo0Mcks/K/bf524+r/MFAoFx44dK4iGdDodhw0bJv52dnamQqEgSUZHR7NWrVp8/vw53717xy5dutDd3Z1ZWVnUaDS8c+fOD4GzuUG06enpLF++vAl/iPE1jS0sLEyQn0k57twCcsZgxu8JNr5//55bt27lrVu3TD7T6/Vs0KABt23bJnLXP7KMjAzOmDGDSqWSnp6eXLduncAalC1blt27d5dppGzZsoVqtZp2dnZ0dXU1wS4NGDCADRo0+O53Xr169adEKSWOmsOHD3PYsGGMiYmhTqejSqUiSaHhpVAoWLp0afF3bGwsY2Ji2KZNGx44cICOjo4cMWKE4DG5c+cOVSoV//77b5YuXZpz586V4Z6MTaFQsGrVqoJHQq1Ws2LFigRAV1dXurq6CpAn/kdLJ1++fPTz8zMBTX9vM8db0qBBA8F78ejRI2q1Ws6aNYuzZs3iwYMHzbbX2tqav//+uyCdGzZsmDhfqVQKzpdffvmF27dvp7Ozszi3SpUqHDp0KMn/6LNkZWWxQYMGrFev3g+fl4+PD/fv38/MzEx6e3tz165ddHZ25qZNm2hnZyfAm2QOfsvS0pKHDx+mUqnkiBEjBI5EoVCwTp06QtuqcuXK3wW0Sxi4OnXqmNWEkuz58+fs2LGjwA3l5tXIvZkDKUuFBA0bNhSFBNKWP39+Wftq1qxJtVqdZ9vfv3/PwMBAdunSRdzz+/fv09HRkUWKFOG8efNk3/3rr7/S0dExz99nLN54//59GS6QzBEptLKyEn8PGjSItra2tLS0ZHJyMi9evMioqCg6ODjwl19+EccpFAoaDAbWrFlTvAe1atWij48PK1asKONYMcY7OTg4cOHChVQoFJw3bx4NBoMMl7J+/XoOHjxYJp5qZ2fHUqVKcevWrQwPD2dERITY4ox0+6TNmAMrt36YhYUFBw8ezKioKAYEBDAoKIh6vZ5qtfq7XFQvX77kwIEDWb9+fSqVSlapUoW1a9cWm06nE1giiVTUnO3fv5+DBw9mqVKlqNPpWLhwYfbq1Yvbtm0zwZm9ePGCly9floG/LSwsBMeT8VhXuHBhKpVKsa9s2bIsVqyY0GQqW7YsQ0NDBZheMnNkqHmZn5+fiViuh4cHNRoNDQZDnudfunSJ3bp1o06no5OTE3v16sXLly9z3bp17NSpE0uVKiU0/4y3/9b+NdpPPj4+WLx4sfjbzc0Nq1evFn8rFArodDo8evQI169fx+nTp0WqavLkyQInEhQUhLdv33637BHI8YRXrFiBQ4cOCT2ekydPokWLFjAYDDh8+DCAnCiEdE3j1eXUqVMxcOBALFiwAEeOHMnze2rVqoW5c+fKVt4NGzZE2bJl0a1bN1GunpKSApJYv3496tWrJ4599eoVrK2tZde8cOECsrOzTfhAzp07hwMHDmDFihX4+vUrypUrh7///htxcXEi3Hzx4kU8fPhQVn5Yp04dLF26FO3bt8egQYNE5Eoyg8GAVq1ayVa/uS33Sjp3Wo8kXrx4gTlz5qB06dJQKpUij0xSlARK99K45BHIWYHqdDosXboUQUFBSE1NRadOnUS6QQp7vnjxwiyOQbJ79+4hISFBxu3RvHlzAJBF6aytrVGmTBns3btXVpro5uZmNrxtTqNGalubNm1QrVo1xMTEoF27dmJ1+tdff8He3h7t27cXOmPmrFixYhgwYAC0Wi0+fvwowtYPHz6EQqEQ/WDs2LF48OABPn36JM6dNGkS4uPjcfHiRaSnp2PAgAG4ceMG3r179937JFliYiIaNmwoSloTEhJQoUIF9OvXDxqNBnfu3BGSDjdu3ICfnx8WLFiAKlWqiDSoZAsWLICLiws6dOiAjx8/yt7Rt2/fwtHREUCOTs+5c+dQrlw59O7dW4Y7kezjx4+YOHEiZs6cifDwcOzfvx9KpVLgGr73Tua29evXY+PGjTJpCqn/Sjw/xv03ISFBtN3cu3zv3j08fPgQ5cuXh1qtxtevX5GZmYkRI0agR48eMjxL0aJF88Q9ADmRZClauXnzZhluo0+fPvjy5Qs+ffqEPn36gKRYwbdt2xaRkZEAgJs3b2Ly5MlISkoSsgItW7bMUwKlePHisjHHy8sLL168gI+PD8LCwvDu3Tvcv38f586dg6WlpeAoMUeb8OrVK5QpUwZ2dnaoXbs2ateuLfu+HTt2oEqVKkKjKvf9v3fvHp49e4YhQ4bgwYMHKFKkCKKiouDs7IykpCTY2NigadOmOHDgALZt24aQkBCRFjc2V1dXkTKUIqdSfwNyNM4aNGgg0+UCcmAKmzdvxv3799G/f39UrlwZ9vb26NSpE/bs2QM7OzusXLkSarVa4LByY8yM06a+vr44fPgwKleuLBvrbGxs8PnzZ3Tu3BnLli3DoUOH4OLiglatWqFNmzYIDAzE/fv30alTJ7x580bQJrRr1w4VKlSAjY2NeN552YsXL0z03kaOHIkiRYogOjoa9evXN3vOwYMHsXLlSmRnZ6Nq1aq4evUqZsyYIcbuWrVqoWHDhnmOX//Y/mt36P/P7PXr16IUEwBtbW1lFP7SimjHjh0sU6aMrDz4y5cvMrbblJQUlilThjqdTrY6K1y4MIsVK2ZS5m3umsbtsbKyMispQOawpw4cOFB2PVdXV1HZs3btWgYGBtLOzo4Gg0GoDFtaWtLOzo4ODg708PBgyZIlBStr8eLFuWbNGk6cOFFcc+/evfTz86NKpeKoUaP46dMnfvv2je3atROVENJqtmrVqiYVTBcvXpSt+CT7/fffWa1aNbMRiNzMkgqFQqg4G5fZSp9ZWlrSxcWFOp2OISEhbN++PVevXm1SBWLOUlJSmC9fPlGxplQqTVbwGo1G9ox+/fVXUbb75s0bwaqrVCoFvblxFdD/U2ZO5TgrK4sJCQm0sLAQNP5kTt/w8fERlOWFChUSZeI6nY7+/v4cNGgQSbJu3bpUKBQMCgri27dvSZIHDhygjY2NLEp19+5dqtVqNmjQgFWqVOGQIUP4/Pnzf9T+adOmicqc1NRUxsfHC9ZmiYqhcOHCHDp0KC0sLMQzl6gYjGnujx8/Tj8/P5Lmy+u1Wi0NBoNgvTZmck5PT+fUqVPp6OjI4OBgbtq0SdbWFi1aCJoDMieC+KMIpzlpCnOl6K6urmzSpIns3pl7l11cXDhs2DAWKlRISBp069aNzZs3NylD7tu3r4jqSGZMXQ+A+fLlo6Ojo4jSSRWCxYoVY8GCBQmAcXFxLF++PJVKJUeNGiWjQ2jZsiUHDRr0UzT+LVu2FOX0kpmTE1Gr1VSpVOzcubM4zs3NTUTtJPsRG7Zx5VDue24uGmpuXMld3v9/Ynfv3uW+ffv45csXJicn09nZmYGBgVSr1bx//z6nT5/OkJAQWlhY0MPDg02aNKGrq6uodDx9+jT1ej1nzZrFoKAgOjg4yKIYktp6REQE27Zty7Zt27JAgQLU6XTcvXs3NRoNK1asyLlz58qeIZnD/uzv72+WIkGhUIh2+/v7m41Sh4aGyuYmyUaPHi3oPb58+cL09HRu2rSJ1apVo0ajYdGiRWljYyPK29euXUt3d3cCYN++fVmoUKH/o3ue2/41mJofWUJCAh4/foy2bdti8ODBaNeunQxvsXjxYsyYMQO9e/fGt2/fkJ2dLSoVPn78CK1WCwsLCzx48AAhISFCDVliYgRymEpXrVqFoKAgQU4EAPPmzROVVsbXzM7OhoWFBebNm2fipUqAL3PXnDVrFhITE2FtbY03b97Aw8MDrq6uGD16ND58+IDp06ejZ8+eqFevHo4ePYrevXsL8PGcOXPQu3dvHD58GKVKlcKZM2cwcOBAnD17Fk2aNMHGjRvx6dMnGRbozZs3+OOPP/Dp0ycsWLBAqKiqVCoA/6kO+vz5M/bu3St+w7Rp09C/f3/Y2dnh3bt36N69O27evImjR4+iW7duqFOnDgCgXbt24hwrKytkZGQIdtB8+fLh1q1bcHFxQY0aNRAbG4uYmJg8QcLLli1DWlqajA26Q4cOWLp0qWAn3bFjBypWrAhbW1vZfU9NTYW1tbWIwKSmpgqwbsuWLfH06VMcPXpUiG0GBATIqoD+n7SXL1/ixYsXKFiwIJRKJUaNGoVFixahZ8+eGDFihCCKa9CgAc6ePSvuqVKphLOzM+Li4hAaGioq2tzd3UUlx8qVKwXup0uXLliyZAlu374tsDqvXr2Cu7v7dyvl8rKnT5/KoowABBvq2bNnsWTJEhw/fhytWrXCzp07kZ2djUuXLmHbtm1wc3PDgAEDYGVlhd27d4s2Pn36FEFBQfj69SuqVKkCtVqNQYMGYfXq1di1axcqVaokorbdu3fHpUuXcObMGaxatQrDhw8XUY+2bduKPixZ7kouGxsbXL161Sw4WbLvMT4XLlz4uyvQq1evisrHiIgIeHh44Pbt2yhVqhRGjx6NTp06Yfv27XBycsL58+eh1+sFWeC5c+cE4N0Yp2Brayv+b67oQDJppWyMbytZsiRKliwpY24eM2YMxowZA4PBgP79+5sA+Y0Vtc0RtOU+9syZM5g4cSKuXbuGx48fo1y5cmjbti26du2K8+fPy7B4Bw4cwNSpU7Fw4UKzEc4fWc2aNZGeno7o6GiMHj0aDx8+hKenJw4cOIBu3boJYkRj9nRpjAZyxrb09HTkz58fW7duhY+PDzp16gR7e3tZZevnz5+xfPly3Lt3TzC8d+jQAa9evULFihWxaNEiMWacPn0aTZs2xc6dO3Hs2DH06tULCoUCrq6uaNasGV68eIGMjAwcOnQInz59wrhx42TPMC0tDenp6di7dy8yMjJQs2ZNdOrUCd7e3mjRogV+/fVXADkVgfv37xdVtPnz50dYWBgGDBgAV1dXIYzbtWtXwYB99+5dBAYGolGjRvDw8MDUqVPF9y5duhTt2rVDpUqVZEKVR48eBQBxfokSJfDx40eEhYVhxYoVKFSoEPR6Pe7cuQNvb2+0bNkSDg4OmDt3Lvbt24datWrJosP/p/b/GqfGYDDgzJkzYlLIy2gEXpNCxN26dcPgwYMFtf/s2bPx119/ifSRxM5oTpUVyJmQAIiqAyBnoh06dCh8fHxkiPXcZu6a586dg7+/P5ycnHDr1i2sX78ec+fORVhYGBYsWIA3b94I4PTWrVtx4MABHDhwAH369MGWLVvw/PlzrFq1CjVr1gRJ6PV6dOjQAQCwcOFCTJgwAdnZ2ejXrx8GDRoEFxcXMXDdvHkTZcuWhZ2dnQBAnjhxAh8+fMDhw4cRERGB48ePY+nSpVi9ejWcnJzQpk0b1KtXT6QT5s6di3Hjxpkg643tw4cPaN26NerUqYO5c+fiypUrCAkJQVxcHGJjYxEXFyfCv5mZmTh69Cju37+PJUuWoEuXLqhUqRJsbGxw8uRJ1KhRAytWrEDnzp3Fy6NWq00Aa1+/fpWlrDp16oQbN24gICAAbm5u+PXXX1GhQgUBmg4ICJBVAf0/ZUeOHDHpB4GBgVi4cCFu376NQYMGifZIE2Jqaqo4dvLkyejfv7/4+9atWzhw4ABcXFwEdbnkMEiO0h9//IHAwEBcu3YNb9++RXx8PK5evSqukZGRgbdv38LX1xfOzs4irfH48WM8evQIX758gbOzM5o1a4ZTp07J0h716tVD7969Ub16dVhaWgoqhqtXrwonQGrP+fPnUbNmTWzYsEFQrr969UpUwjk5OZktry9atCiAnMrFqKgoeHt748GDB+jevTt69epltvIJyKnk+17BgWTGciBA3oUEt27dEmy45pyLWbNmoXz58ggODsbixYuxfv16+Pn54dKlS+jcuTMePXqEvn37Ys2aNdDr9QgMDDSRPTE2CYQumbkKG3MmFQ4cO3YM1apVg4+Pj0hTrl69GpmZmXB1dTX5boVCIVPUNkfzn9exAHD58mWsWLEC69atw8ePH1GwYEHcunVLLCwACNZ1SarF2IzlL8zZ48eP0aZNG1y5cgWTJk0SafPevXsjKytLOG8rV640Off27duYNm0agoKCcOPGDVy8eBFFixaFg4MDvn37Jqv2++uvv5CVlQVnZ2ekpqYiOTkZhQsXxowZMzBlyhQ8fvxY9KOUlBQEBwdjwoQJQr1aoVCI9E+fPn3QvXt3LFq0CG3atBFjS0ZGBipXrowFCxYgKCgIUVFR6Nixo2AU3rdvnxjrwsLC0K1bN+TPnx9LliwBALEYM06Tt2zZEq9fv8aSJUsQFBSEmTNnolOnTujbty82bNiAOXPmAMhx7g4dOoSdO3ciJiZGzHmpqalwc3PDxo0bERYWhuTkZJw6dQp2dnYYNGiQWOwFBwdjzJgxqFatGvz9/UUhxsqVK3H58mXBrvy/Yv+rcZ//i61w4cJChfefml6v56NHj/j27VsB1JwyZQpbtmz5UyHZ/+32zJ07VwBzCxYsyKysLFpaWnLYsGGMi4sj+Z+w7N27d2lpaSnAtQaDgY0bN2apUqWoUCjo6+tLPz8/+vj4CGI4iS1So9HQzc3NBLT17NkzDh48mFWrVmW9evWYlJTEmzdvcvz48SJ83q1bNwLgnj17TNp/584dkzC6OTtw4AAdHBw4cOBAdu3alXXq1GGxYsXo5uZGjUbD8PBwtmjRgp6entTr9VSpVLSzs+O1a9fYo0cPduzYkZ06dRKA1hUrVnDgwIEmwpvSZhzKJuUqulZWVjx9+rRIF0r7L1y4IBPI/H/C7OzshOKxZDqdjsOHD6e1tbWsPTdu3BD39uvXr3z//j2dnJw4e/ZsmRpuZmYm69evz9DQUJPfDSOSPSlEjTzAzFLoWmqHcThbOtfa2porV64UgMeQkBBqNBpOmzaNKpWKz58/54sXLxgaGkqVSiUD/Y8ePZoKhUKmNiyJQkrty+uZkTkAT3NtMpemkP5/+PBhkaKRhCfT09OpUqlEevJnCgjKlClDOzs7WlhY0MLCggUKFDBJrxi/y5GRkeIezZo1S7zL/43lFtvdsmWLWbHdTZs2sUGDBixZsqRIWUVERNDV1ZV169Zl3bp1OWTIECES/N/aqlWrWLp0abq7uwshyenTpwty0vT0dJHeBUBLS0uGh4ezYsWKYjP3zv6MmStC+PTpE3fv3s358+fL+pakeE6SUVFRgpzVuF+dO3eOnp6esusZpxGlY52dnbljxw4x/t6/f5/Vq1entbU1AbBIkSLs06cPy5Yty4IFC7Jt27aCINDPz49z5swxIQg0ZnR3cHCQsaMbj3UkeeTIEZGmJXPEe3OLOhu3W3oHckMCFP/DtB0cHMydO3f+8HeTOaB04zHeXD8vVKiQSJ/nVgfPLVb6T+z/NU7N/v37Wbp0aR45coRv3rz5R9Ln/v7+LFSoEJVKJdVqNWNjY1mnTh1aWVlRpVKxevXq31VWNTZpotmyZQtLlizJXbt2/eP2kDkYli1btghVYG9vb7Zr107kLaXBftq0afT29qaVlRV3795NV1dXPn36lL6+viKXHhcXRzs7O4aEhMjwKeawQOasevXqtLGxYZMmTbhr1y4xeCoUCvbt29fk+MmTJ7NRo0bfvebvv/8uKgrUajULFSpEOzs72trasly5cvzw4QN3797NgIAAgTexsrKiTqdjSkoKjxw5wsDAQEZGRsoGqkePHuXpiH5vgqxSpQp79+4tvuefVgH9n9jixYvp7Owsq27z9PSkTqfj8ePHZe0cMmQI3d3d6ezsbBazROZUt9WpU4dhYWF88eKFCb5ImsjJHCzShQsXCEA40X369OHKlSu5b98+tmjRgpaWlixWrBhjYmJobW3N+Ph43rx5k69eveLBgwcZGhpKvV7PsLAwzps3T2CjevfuTYVCweTkZAYHB7NBgwa0srISTMx+fn709vYWFWS5N+mZGbddejaSSU6NMfvr0aNHv+vcSPdK+v/u3buZnJxMT09PwVz9I5s6dSoNBgMHDBgg2HH79+9Pg8Fggjm5cOGC7F0myV27dn2XYt/Y7ty5w4ULF3L06NFMSkpijx496OjoSI1GIyYIg8HAkJAQ3rt3T5wnKXF369aNWq2WTZs2ZVhYGHU6Hdu1a/dT3/0zNm/ePDo5OXHMmDHU6/Wiby1fvpxly5blhg0bWLlyZSEzEBoaKhZVLi4uoqKpTp06YmxcuXLldyt1jG3nzp0EIFjRL1++LHCUKpVKVMZaWlrS399fjNFSBdj79+9l79jDhw9pYWEh+w4rKyvhbEjHtm3blnFxceK7Hjx4wA4dOjAgIICdOnUS56amprJr166sWbOmqGxavXo1w8LCOHz4cNn3GGMs9Xq9TGn8R2PdwoUL6e3tzREjRnDz5s3cvn07dTod58+fz+3bt4t2+/n58eDBgyaLNWNcm/HvPnfu3E8t9nL385EjR7Jp06ZC+TsvZfN/av+vST9JKafcIWDmQZz16NEjLFu2DCtXrsTr168FzsbDw0NwMly7dg2vXr0SnBNAjlJrSkoKwsPDBWlWZmYmbty4gY8fP4owmzE+QWqTuRw3kCOAtnHjRqE+bGwSt8XixYvRuXNnVK1aFSVKlMDw4cNRqFAhJCcno0uXLli2bBmqVq2KFy9eYMCAAXj16hU6duyIzp07Q6/XIzIy0oRDwFyeWRKLU6vVePfuHebOnYtu3bohJCQEa9aswenTp8X5vXv3hqWlJWJiYkQo++zZszh16hT69u2LoUOHAoCJ8jJJTJw4ER8/fkSNGjWwc+dOJCcnw8XFBU2bNkVoaCgcHR1x5MgRoTrt5+eHN2/ewNXVFZMmTUKRIkUQFhaGjIwMnDt3TqQjpHRGSkqKyb20s7OTMcwas8u+efNGMJRqNBrUqlVLVgWUL18+fPv27aeIo0aMGIH4+HhERUUJrpvly5ejfPnyZtl0gZwqpFmzZuHkyZPYsGEDkpKSoFKpMHToUIwaNQpJSUn4888/sWzZMnh5eWHatGlo0aIF5s6di2fPnmHmzJn49OkTNmzYgKVLl+LevXs4fPgwXF1doVQqERERIUL+165dQ2hoKDQaDR4/fgxnZ2f8+eefuH79OsLDw2XtGjx4MPr16ydSgd++fcPy5cuh1WrRpk0bADlkY9WqVcPz58/x4MEDTJ48GbVq1UKZMmXw+PFjODo6wsfHBy1btsTgwYPRv39/Qdz48eNHDB8+PE9iu9wimxIBnYTl+PbtG/bt22f2/TZnEqdIXsOi9H4av7/ly5fHli1bZJUv/v7+GDRoEDZs2CDSQVlZWWjWrBm2bt0Ke3t7Wf9LS0vD6dOnUaxYMTg7O0OhUODTp0+wtLQU/5dMEksFcirYpHdD4kCSGKD9/PyEIObbt2/RvHlzKJVK7N69GwAQGhoq+Ij0ej0UCgX+/vtvIa67cuVKUdn39OlT7Nixw+wYlJvBPPexK1euRHR0NAIDA7F48WIkJycjLS0NU6ZMwfr16+Hk5ISWLVuiXbt2CA0NFde5fv06ihQpgp07d6JSpUrQarV49OgR3N3doVKpsGbNGjRp0sTsc5Ls2LFjqFy5smAjv3XrFtq0aYMvX77A29sbBw4cQHJyMjIyMlC+fHl8+vRJ3Gtjpl6DwYATJ07gzJkzcHNzQ79+/RAVFSW4zk6fPg17e3ucOXMG3t7euHbtGuzs7BAaGorU1FQxdzx//hylSpXCvn37ZHij9PR0rF+/XvCjFS5cGPfv3wdJ+Pn5iXH5yZMnePfunfi8TJkyAl+2cOFCWepVGusk+IM52IXUz5VKpVCO9/X1RePGjZGdnS0IU9PS0uDg4GBCslm1alUEBwdj4cKFUKvVeZ5v/DsfPnyIfPnyyVKM/5v2r3FqYmNjER8fj7i4OEFFb2zHjh374fnp6enYsmULlixZglOnTiEhIQF79+7FlStX4OzsLANqAjmdxsbGRryIUqesVKkSDhw4gIoVK+LOnTtISUmBXq/H0qVLxURz8uRJ7Ny5Ex06dMDkyZNFzrpw4cIoVKgQunTpAk9Pzzyv+eLFC4SHh4t2AzmMssnJyTAYDLhy5QoA83l8ycw5c8ZmLs88dOhQNGjQAAULFkSRIkVQrFgxNG7cGPv27UNqaioUCgWsrKxgZWWFx48fw9PT0yzZknF+PXceXqlUIiUlBR06dMCkSZPg4eGBDh064NatW0LZ3NvbG3Fxcfjtt9+wbds2VKhQAdbW1ujcuTNWr16NatWqYdWqVYIBGMjJzVeuXBnnzp0z+7tjYmK+e78yMzPx9OlTPH78GHZ2doiIiEDv3r1RrVo1aDQa6HQ6lCpVShACRkVFITAwEOXLlxf7vL294e/vj0ePHsmOHz16NDIzM+Hr6yuOLVeuHDw9PcX3Dxw4EEuXLkVWVpYACY4aNQrJycn49OkTihQpgjt37mDjxo2Ii4uDjY0NLl++jMDAQKxevRozZszAtWvXEBYWhsOHDwvHIS/iRgAYP368AEaOGDEiz+OMTZpIjc0cxX5KSgrq1KkDvV5vtuza2B4+fGh2/48UqSX7EUWDZN/DoFStWhWPHj1CRkYG/Pz8xKR05coVRERE4I8//hDH6nQ6HDt2DGXKlBFMycOHD8fChQvx9u1baDQaDBkyBPfu3cP69euRnp4ugJbHjx/HmjVrcO/ePQwaNAh6vV7gIgA5dcCmTZsQGhoqYxS3tLTE2bNnZYrmAJCcnIzo6GgxaRsMBty6dQu+vr7QaDQoU6YMfv31Vzx79gxlypSBg4MDnj9/bpYMUKKQKFKkiAzDY+7Yq1evwtraGsWKFcOFCxeQnJyMoKAgREdH4+zZs/j8+bPZMUJ6z9esWYOqVasiMjISRYoUQbly5ZCYmAh3d3eMHz/e7LOSnINSpUohOjoa06dPF1i4IkWKYPHixejduzc+ffqEM2fOYM6cOdizZ4+QcJg7dy6WLl2KCxcuYNq0aRg8eDA6d+6MK1eu4P79+2jZsiWmTJmCSpUqwdraGqmpqdi1axf8/f3x+PFj1KxZUyx6Zs6cibdv3+LTp08YPHiwWUmRXbt2oUaNGihVqhQ2bdqEJUuWIDk5Gfb29jIFa0nd3M/PD48ePcKzZ8/g4eGBtLQ0ZGRkyJzf8ePHY9WqVahduzb69+8PBwcHXL58Ga6urmJcuX79OuLj48VzrFmzJo4dO4b09HRcunQJ+fLlE4tjIAdfakxN8vTpU8yaNQtarRbfvn2T/W5psQcAX758Qffu3cWccufOHQQEBKB79+7w9PSU4U3/j+2/jvH8X2atWrUSCrcGg4Hx8fEcM2YMT58+bTaXnNu6detGR0dHRkVFcc6cOXzz5g1JUq1Wc9myZSbHS2Xeklp2SkoK3d3d2bVrV5L/CUFmZ2fT0tKSLVu2JJlDhnX37l2SOXnmKlWqCOXbESNGsGzZsiLtEhwcTAcHByYmJvLly5fimgcPHhQqveZSMz9rN27c4N69e0V4XNq+Z5aWloLMa8SIESL1cunSJbq4uHDp0qWMjo4WKaEZM2bISmTT0tJE+bCxvX37VpZ2c3V15c2bN0nm5Hrt7e3ZtGlTDh8+nHq9XhzXsGFDtm/fXtzze/fuceDAgSKNIV2DJLt06UJra2t27tyZer2ey5Yt4+jRo+nl5cU1a9b89H1bvnw5W7VqRV9fX9HfEhISWK9ePVatWlW2XyrF1Gq1QlyuXbt2nDlzJqdPn86WLVuKVKBOpxPlmxK2xNnZmaVLl2arVq04ZswYent7s1mzZkxKSjLBAEjPZ+vWraxTpw51Oh3j4uJYp04dVqxYkSqViu7u7oyJifmpVClpvkSXzFF9/uuvv8R7YmzmUjvIA5NjYWFBGxsbs3QG37NXr17xjz/+kImYmksLKf5HoM/YJBxR7n6f1yZZ7vB4p06dhOBlq1atZO3Ily8fK1asSF9fX3F+QEAAmzdvzoiICNFXe/ToQW9vbyYkJNDS0lKE77dt2yZKXbOzs/no0SN++fLF5PdZW1vLMETk98V2je+vv7+/KJdWqVQi1bF//37a2dlRpVLxzZs3LF68uPhMGoM+fvzImjVrmpABmjs2JCSExYsX57x580SaZsWKFZwwYYIMOyGlmYw3pVLJqKgolitXjqdOnWLJkiXp5OQkcF52dnbUaDQmm9S3VSoVo6KiZOkRJycnHj58mBYWFqIU2dvbmytXrqTBYBBj9Ldv3xgbG2uSomzevDkzMzNN8FurV6+mm5ubWeqDr1+/Mjs726yw4+bNm4U4r4WFBf/8808mJSVx1KhRrFKlislzlCwrK0uU/leuXFk21iUnJ9PCwkLMEcbp6RYtWvDr16/i2LS0NI4ZM0a029bWVvT7AwcOCDoCaYwyTgEHBwezXLly7Nix43cpH3r06MGiRYvyxIkTop9nZmaydevWNBgMdHV1zZPW5J/av8apkezhw4dcunQpW7ZsKdgUra2tWblyZXbu3JnNmjVjqVKlhGLpqlWreOLECapUKv7yyy+yCZjMcWpsbGxMgJoVKlRggwYNaG1tzdTUVLq4uAhA1bx582QgLr1eL1haPT09BQhz/fr1VKlUJu35/fffBWOuUqmkVqulSqUS1yxevDg7d+5MNzc3s4OMlBPOC6Nz//59RkZGmkw+EgbD2HKrdNvb23PBggW8fv06o6OjuXDhQj569IgPHjyQORu3b99m//796ebmRp1Oxxo1apAkK1euzLlz55o8t/nz57NKlSp88uQJnzx5wlq1anHRokUkc7hgAgMDOWbMGBYpUoTx8fHivMePHzN//vwMCwujWq1mVFQUHR0dGRISYpL/9fb25pEjR0iaOpeVKlXi7du3TbgdjO348eMm/WfKlCkcNGiQ6G8SMDYuLs6kH+r1egYGBrJs2bK0sLCgUqlkaGgou3TpwgcPHnDp0qVs0aIFbWxsCIBubm4CaCo5BsYgbm9vbxMQd758+WhpacnWrVvT3d2d4eHhbN26NUuUKEGDwSBArPny5ROsvN+z0aNH087OjvXq1eO4ceM4evRoFi9enHq9XvQZOzs74XiTFIq70rZnzx4C4JQpU0y2fwr+vHjxIsPDw036rfRvblu+fLmMp4Ykt27dapbTxNz2PZZr43cmL2xOREQER40axVGjRlGlUlGlUnHLli10c3PjpUuX6OPjw82bN9PGxka8y7t37+ayZcsE+6/ESr5s2TIT4H2bNm04f/582b4WLVowPDycZ8+eZXZ2NrOzs3nmzBlGRESwVatW4ri2bdsK7IJCkaPGnZCQQDs7O7Zp00a0R3LAyBzQ+vXr10nmAHCNnTaSZo9dvHgxXVxc6OTkREtLS65bt45qtZp6vZ7r1q0T5xozMffq1Ytdu3alRqOhpaUle/ToYXLvJSbl74G1DQYDq1atytatW4vfU6FCBfbq1YsBAQFs164dS5QoQQsLC5YtW5YlSpSQjdHSuLZ7925aW1vz2LFjog1FixblkydPBJv877//LgPHZmVlcdSoUfTw8CAA0W9dXFxkXFI6nY46nU5gyqR7vmvXLrq6uubZ/75n8fHx7N+/v3gmkhPRrl070Q9v377N8uXLs0uXLoLDjMwpQpCwlT169GCHDh1IkiVKlJAp3ufFom9uYeDs7MxJkybxwIEDwqkZNmwYXVxcaGFhQZ1Ox9GjR7Nt27Z0dHQ0Waz9E/vXOTW57f79+xwyZIiQn2/Xrh0tLCx4//59tmzZkj179mSVKlX466+/itVSw4YNuXPnTmZmZlKtVjMpKckEqGkwGGhpacnjx49z8eLFjIyMpKenJ6dMmcLQ0FAWKFCAv/76K8mcicZgMJDM6Wx9+/bl5s2bBb201B6SnD17NitVqsSjR49y+PDh1Gq11Gg09Pf3F9e0srLixo0baWNjIwaOz58/s1GjRmap3XMPzNWrV2etWrX4119/0crKijdv3uSJEydYokQJHj9+XBx39OhR6vV6JiQkUKvV8v79+6xRowaDgoKYP39+ajQaPn36lEqlkhs2bGBQUBB79+4tCOt69+7Nnj17skaNGgwICGDv3r1pYWHBli1bsnfv3uJ7srKy2K1bN9kkYW1tzS5dujArK4ufPn1ix44dWaBAAdatW1cGjiNzgK9r1qxh//792blzZy5evNjsqtbS0lLQtUsD1+fPn9mgQQMCkJHYdevWjePHjxfnbt68mXq9XtZ/pOclraYePHjAIUOG0MbGRnbPze1/9+6d2KdQKLhixQoRtdHr9YyNjRV9QHKCjB2YxMREFi1aVOaEHzt2jBYWFqxduzZJ8uDBg7SwsKBWq6VCoeCMGTPEsbVq1aJGo2FgYCDHjh0rnLTcZrwq8/HxoVqtplKppI2NDR0dHTl//nx2796dTk5ODAoKkoFd09PTmZiYyN27d4vfnZGRwZUrVwoH6J9aZGQk69Spw7Nnz/Lhw4cmDtT/Ny0lJYUPHz6kQqHghQsXZO14/vw5z507x2bNmrFIkSIsUqSIqAIjc6Raxo8fT71eL2RcpMmnQIECnD17tmwCyZ8/P6dNm8bIyEhZG8aNG0cnJye2atWKU6ZM4cyZMzl+/HhGRESYkMvZ2toyMjJSRswoEfUpFAp26dKF1apVY/v27fnbb7/RYDBw0aJFtLOz45w5c7h9+3ZBBkjmODW5qxiNI6zGx44dO1bm9Gk0GrNFBLmtQ4cOdHFxYdu2bcW+u3fvMjQ0lG3atPnh+X379mWZMmX44sULsZBZsmQJ3d3dOXLkSL569YqVKlWiUqlkUFAQr169KsZoMgdMLVU66fX6PIsmnJycuHPnTtnCLikpiQEBAVyzZg3VajV79uxJhULB6tWr08vLS0T8NBoNZ86cyW/fvok+ULNmTU6aNIkWFhYygHTugpS8ClRsbGyEcyldMykpSbzDEmDbycmJ06dPZ1RUlDjX3d1dRPqCg4O5ceNGkjkL1dwyG8bVWJLlFak1/n/x4sXp5+fHWbNmCYdeau/MmTPZpEmTHz7bvOxf6dSkpKRwxYoVbN26Nf38/GgwGGhlZSUeuvSQa9WqJZgtpYH9wYMHHD58OH18fESYc9OmTZw4cSI9PT358OFDTpgwgQBEeZxU5t2kSRMOGzaMer2eo0aNorOzM9u1a0d7e3sxGB08eJA6nU484BkzZojVS1JSEosWLUoAgjG3VKlSQqtHuqZer6eHh4eoYNm+fTu7dOnCgIAAWlhY/DC14ujoKEL1NjY2vH37Nnfv3s0JEybI2B2joqLYvn177tmzR9yzR48eMTo6mmq1Wnj3CoWCHTp0YPfu3RkXF8fU1FSSNKvLolQqWaxYMVmabNCgQbS3t6dGoxHh+7lz59LZ2VmmN0PmTIpSeWl6ejoDAgJkYdfvWYECBXj06FGS/3EupfC/tIo0F/4nc1hapQnJ+F4kJSWJkKyVlRUTEhLYp08fDh48WPQ/Kysrli9fnomJiUxMTGRUVBQ1Go0og5ZWyO3atWObNm1ECjIkJIRt27ali4sLDx06JPstWVlZrFOnDmNjY0X60srKSua4kDkOlVqt5o4dO0zux+vXrzl16lRGRkZSrVazcuXK3LRpU54MuqNGjWJgYKBZLaVXr14JB8nYbGxsZE4NaVq18U/MyspKRNh+ZN/TfDIuhf1Zy8zM5OTJk1m8ePH/KlxujllX0i2TUqYPHjygTqdjy5YtWalSJXHujh07WKxYMZPKPXNVYdImVSQ2adKEPXr0MFthIm3fi1ZJUSelUsm+ffvmGTUlKYuwmjv28+fPfPXqFffu3ctChQpx586dfP78eZ6R5bS0NBYqVEgWpVSr1SxXrhxTUlI4ZcoUwaw7depUpqWlydpjjhVdqVSKFJJk06ZNE9EBaYyWFgNS2y0tLRkWFiZSY8bWq1cvVqlSRZbqzJcvH3///XeS/xkzVqxYwatXr9LOzk4c5+/vL3TbpOPmz59PW1tbOjg4sGzZsly3bh23b9/O8uXLs3z58t/VISRJZ2dnkVqUrpkvXz5OnDiRXl5eYl+vXr3Yrl07WXu6du1KX19fJiQk0NHRUSxU1q5dSx8fHzZp0oTx8fEsV64cvby86OPjI7sfv//+O0uWLMnff/+dHz584IcPH1igQAH6+flx9+7d1Ov1DAoKolqtZqtWrVipUiURuSRzAhHGDv0/tX+NU7Ny5UomJibS39+f1tbWrFSpEseNG8dTp04xPT2der1eYEGMc6Hnz5+nSqUyGdi/ffvGffv2sUGDBrSwsKCnpyeLFClCR0dH2tnZMV++fJw5cyYfP35MGxsbnj59mm/fvuXevXvp6urKrKwsjh8/njVq1GCfPn1kYmUpKSnUarUilAyAHh4e7Nq1K2fPnk2tViuOffv2rZjEpWu6uroyISGB7969EwOHra0tg4KCGB8fbxa3Y2x2dnai7DUgIICHDx9mgQIFuGTJEtlKw9LSksuXL2dkZOR3SxrN5Ynzsri4OHbr1k22z93dnVWqVGGZMmVk+7dt20YPDw/ZvtycEx4eHj/t1JgbuKQVxIwZM2S/8e7du7JViXH/UavV9Pb2pq2tLePi4qhSqXj69Gm2atWK/v7+tLW1ZdWqVTl+/Hi2a9eOcXFxNBgMDAsLY8eOHalQKOjl5cUJEybw3LlzzMzMpE6no4+PD7t27cqNGzfyxYsXP/yN3759Y0JCAkuXLk0rKyvOnj3b7O/Onz8/t2/fLrBH5syc6JzxCuzbt28sWLAgFy9ebHKuNBHNmTOHxYoVk01OTZo0Ybdu3WTPLDY21iQllJdlZWXxzz//5IkTJ3js2DGWKVOGo0aNkqUB8jJXV1cTAb9Pnz4xPj6eCoVCRj/v6+tLV1fX7/KWDBs2jO7u7pwyZYpJuHzYsGHs1q0b4+PjGR8fz+7du/PevXvfxf6cPn2aXbt2pV6vZ6dOnajT6dizZ09qtVrqdDpZylvCjki4hv8t/IE5y/2O3b9/X7T5R1HTnz02d4rve4KhK1eupIODAydNmsTZs2fz2LFjomTY09NTRCm8vLzo6OgoJkdje/z4MXfv3s0NGzbwzp07zMjI4MGDB7lgwQIR7Xz27JmYwFNSUli5cmXq9XohhVOiRAlaW1uzffv2JlI4bdq0oUKhoJubGzt06MDevXtTpVKxbdu27N27t2xsOXPmDLVaLQcNGsS3b99y3LhxDAgI4I4dO2htbc0TJ06YRDd+NiUqWdu2bVm7dm2mp6cLZ9nCwoLh4eHs2bOnaE+3bt0Ev5TU7h49ejAmJoaFChWSSVRER0fTwsJCJg1UsGBBarVauri4iPMdHR3ZqFEjWTT+xIkT1Ov1tLe3p06nY506dUTK8+LFiyJySeY4/Maiuv/U/jVOjeJ/iOTmz59vdqVpzhsmc16YsLAwkvKB3dLSkrGxsRw6dCjHjRvHOnXq0MPDQwA1ExMTBZizQoUKfPjwIRctWsQaNWowOjqaZM6APGHCBJYuXZrFihXjwIEDRVrEuD0SbqZAgQKsUKECPT09+ebNG3HNOXPmyMKe5gYOpVLJypUrMyUlxSQnnDtEXKZMGTGpNGnShJUrV6ZWq2XdunVlZE+enp7cvHmziHRJ92zevHm0s7MTOBuFQsEqVaqItFJeG5kDVtTpdIyJiZGtErVarSz1ReaEO3OvTHMPuGPHjmWrVq2+i4XJyx4+fEitVitUfI1/49WrV2WrBePnBYCenp6cNGkSk5KSGBoaSvI/fXDSpEm8dOmSAAZK/VIC1TZq1Ihubm60t7dnjRo1OGXKFEZERIg+0L17d27evFkcL/3GS5cumUyOJ0+epLe3Nzt16pQnYHbHjh0ixWDOnj9/zgkTJjAkJESA2uPj46lWqzlhwgS2adOGKpWKAMQ9ME7PGU9M0oo+N0cOAI4bN44zZ85k69at6ejoyHr16vH06dN5gn0lrRrjULZ0LYVCIbg28gK5T5w4kRYWFuzUqRO/fPnCp0+f0sXFhUqlkrVr1+b06dM5Y8YM9uvXjzY2NiJqIvGWGAwGurm5iYkvICCAK1eu5MePH2Xh8k6dOlGpVLJEiRKir4eHh+fJhWMOt9auXTsWL16cYWFhDAwMZFBQkIxTRlphly1bNk8ckoSfyc7O5saNG9m5c2fWq1dPlp6Ii4vj6tWruXr16jw1lYzfsffv3/PAgQPctWvXDxcueR378uVLNm/enO7u7lSpVCb3ROIOiomJEVudOnVYu3ZtlixZkiqVyoS3pEyZMmzdurXsvc/IyGCrVq0YExOTZxszMjJ448YNhoaG0mAwUKlUcsCAASxdujRdXFxYqFAhMUY7OjqKsYEkP3z4wLCwMJEanzFjBmfMmMHOnTtTpVLRYDAwJiZGRKWtrKwYGhrKcuXKibElOTmZlpaW1Ol0AsCbnZ3N2NhYEU2SJvuhQ4d+936TOYsN45SvZGlpaQIfpVKpBN9TSEgIP336JNoTFxdHPz8/sUDLS+3c3P0gfz4aT5K7d++mSqVi8eLFGRgYSIVCwe7du5P8T+QyMDCQWq3WRO/wn9i/xqmZP3++mCzs7OxYvXp1TpkyhRcuXGB2djbHjRvH/Pnz8+zZs8IbXrNmDZ2dnTlr1iyTgV1KCwCgg4OD2fCul5cXPTw8+Pvvv9NgMMjyxatXr+aoUaOoVCpZsWJF1qpVizqdjomJiSRp0p79+/ezf//+1Ov19PX1FQ6TNIBrNBpGR0fnKbZnLrVC5nRENzc32b3at28fV61aRX9/f969e5chISGC+Mo4zdG3b19GRETQ0dFRRH9mz55NhULBgIAAgbORJm5nZ2dZ546JiaGvry9tbGyo1+vFqtjDw4OWlpbMnz8/ixYtSicnJ7Zo0cLkmXbr1o0lS5aU7cvt1NSuXZvW1tZ0d3dnxYoVf5oEUbKYmBjOmjWL5H+I25KTk9m4cWOWLl1aTLQ9evRgvnz5uGnTJlpaWrJv376MiooSAODq1auzf//+HDRoEBs2bEhXV1fa2dmxRIkSLFeunHBaIiIi2K1bN27atImnTp3ivHnzxPE2NjYsXrw44+LiGB4eLliT/f39BSbM3PYjwKy5Vb6dnR0tLS1FtUjRokUFCdfgwYPZtm1bIXDo6OjIqlWrypiGjdNz0qT022+/mRDdubm5iU16b77XdgmfQpIFCxZkgwYN2KJFC6ampjItLY3r1q0TOCRz9yG3kzN9+nT6+PgwMDCQDg4OVKvVJs5PbGws27dvz6ysLDHYS8KCxoKhBoOBiYmJ7Nixoyxcnj9/fll0lczB/gQHBzM4OJj379/nvn37BN5mzJgx7Nq1q4gczpkzRzAJkzkTUlRUFNVqtUnKRUrtGtvKlSsZEREhmIsl4r3KlSuzVatWbN26tRgbpUpCe3t7KhQKli9f3sRZkd6xK1eu0N3dXTwbGxsb7tu3z+x79L1jK1euzPz583PevHncunUrt23bJtskM06jVK1alQkJCRw4cCD3798vfqefnx+dnZ2pUqnMVrvduHGDer2eO3bs4PLly2WfjRkzRoiluru78+XLl6IqsWLFioyOjqZCoRBjtDmh0nfv3rFjx47i/ikUCtrb27Njx44mVZ3btm2jra0tJ0yYQIPBwMmTJ9PDw4NKpZIHDhyQLaJOnTpFHx8f3rhxg+fOnZM5KlKl0rJly9itWzcBJxg0aJBof0JCglgEZWZm8sqVK3z37h1PnjzJuXPncuLEiUxKSjJpT7t27ajVapmUlCTmkryqAO3t7U2q3cxZdHQ0K1euzNevX/PQoUPMyMjg69evWblyZeFwHjx4kMHBwbLzTp8+zalTp5pNlf8T+9c4NcZ248YNMVm4uLjQ1taWVapUYeXKlWlpaSk6o4WFBevVqydTE50/f74sp7tlyxZZvlGyw4cPi/9HR0ezVq1afP78Od+9e8eYmBi6u7szMDCQCxYsEMcdPHiQWq2WWVlZzM7O5pgxY2TtMfbOo6KiBKbFeBA3rugxLuc0l1qRXuDRo0ebtF96oSVr1aoVCxQoIFsd3rhxgw4ODjJnDf9D721c0qhQKLh3714T6vDGjRvT3d2dAwYMEKti402yo0ePinx1mzZt2KZNG4aFhdHKykoWvenduzebN29OAGJFnD9/foaHhzMyMpLR0dFs0qSJGBgbNGjAuXPncuDAgeL4Bg0a0N/fn/ny5WO+fPlYunRpk/C/MYYgd3WL8SQqPS+pvzVo0ICurq60tbVltWrVTPZLTsuAAQNYvHhxarVa5s+fX9AA3LhxQ4CHVSqVYE2WQNkAWL9+fZMtN1g2d0pgxYoVHDVqlAAkr1ixglZWVrS0tGT58uV55coVkjkly1LEoVatWqxWrRoVCgXLli3L2rVrEwDPnz9P0jQ9J/WpnwmNm2uvtEnsw9IkXb58edra2opzfX192bVrV758+dJsBMTc3wCEMrSTk5NJKs/W1pa3b98W/7958yZr1arFypUrMzg4WPTz4OBgzp07l4GBgbJwuUajMUkBWVlZ8cCBA7SwsODatWtl0QMrKysCoLe3t8BcBQQEyMDa2dnZ3L9/v0i5TJw40axD0aFDB1pYWMiYi6V337gUv2HDhixWrJjst9+4cYPFihVj48aNZdeUnJqKFSuydOnSPH36NC9fvsw6deowMDDQ7DP93rFWVlaijxlbamqqDBMzbdo0gYmpXLkyJ0yYII69du0a1Wo127Vrx6lTpwpcTG7bt2+fYCGW6DbIHKdBqVRyzJgxtLKyor+/v2C0lsZHKXIrjdFTpkxhly5dmJ2dbfI92dnZfPXqFV+9esV169axadOmrF+/vkkl2vHjx5mQkCCwkCqVSjhbCoVCpBhTUlKoVqvF3JOZmSkqp1QqFfv06SMWhpaWluzUqRPd3Nw4YcIElilThvb29uzUqRMzMzMZHR1NADQYDKLaU7JDhw4xPDyczs7O1Gg0dHJyYkxMDBWK76udG4990v1Yv3692d99+/ZthoSEUKvVEgB9fX2p1WoZGhrKggUL8unTp9y6dauJZMj/lv0rnRpjk3SKpEjKt2/fhDfs4OBAe3t7dunSxexLR+aADdVqtclAaKzHY2tryxs3bpCkwGaoVCpqtVqZ7ABJWlhYMCUlhceOHWNqaqqsPR8/fmRWVhbPnj1LnU7H6OhoWllZUaFQ0MfHhwBkFVi5eRKMbfHixRw0aBAVCgVXrVol87i3bNnCrl270s/PT8jFS6tDlUplsjr8448/RD7aYDAIPI70/UqlkhcuXDChDre1teXJkydlTmJuQKC03b59m3379hWYhHbt2vHgwYOytESxYsVExEKqKLGysqKtrS1LlixJOzs72tvb88aNGyJ6FhERIbh8DAYDAdDFxUXgJRo0aEC1Ws24uDgR/i9btiz9/Py4ZMkSXrt2jVeuXOGAAQMYHBzMNWvWcOLEiXRxcRGhUzJnQl+3bh07dOggq3Iytz8zM5OnT5/moEGDxPPt1KkTQ0JChLNdpEgRTpgwgZUqVRLHGOu4/FPLHeFatWqVjKuCJN3c3EwGGmNaeymaZ29vL8rOpaiPtBn/7pEjR7J///48ceIEyf+kR35kX79+FWB8vV4vHA5SXjJsbAcPHmSRIkW4b98+0aemTp1KrVbLwMBA3rx5k4sXL6ZOp6OXl5fMgTCu4JB4SxwcHLhnzx5Z6nXgwIHs168f9Xq9LFwOgLVq1ZK1p1atWuzTp4/goFm/fr3sNxhPIvPnz5dV3pmzAgUKmIT+yRzckLe3t2yfn58fx40bJ+svNjY2wiE1xgv16dOHOp1Otm/AgAEiQmeMT0lNTaVCoTAr4/K9Y8PCwkxSXT/CxLi6uvLIkSPiWfbt21ek9ckcp0etVnP9+vV8/PgxHz9+zHXr1tHe3l5EjCQ81fTp01mzZk0BvLazs+P8+fPFs5P654kTJwTVQuXKlVmnTh3a2trS398/TymcefPmUaFQMDg4mAULFqRSqWS/fv2YkZHBpKQkPnnyRPa7jQG8xpHPAwcOUKFQiD5gXDklRe9//fVXrl+/nhEREVQqlaJQxdPTkzNmzKCPjw+3bt0qokG9e/dm6dKlSVK059q1a1QqlXm2+3tWu3ZtcT+k6jpp/AUgOz8rK4t79+6lQqHgmDFjuG/fPmZlZVGn03HhwoX/iB/qn9q/zql59eoV169fz06dOjE0NJRKpVLwfPTs2VN2rLmB3ZyZA2oa6/FIA9SUKVNoY2Mj9Hhya+qQ/0lxWFhYCOfg3LlznDhxIqtUqUJra2vhFdevX5/Lli0TAFXjl0C6Vl4DYV6rVyniYswzIl2jdevWBMDhw4dz9uzZLFy4sEm429PTU5T7GUdqli1bxoCAANmxfn5+vHnzpkwzJDcwMDdAMK82G68WjLEhaWlprF+/PmfMmMHPnz+zVq1arFixolkSsODgYIaHh5uEUKdOnSpwMWQOgVjuVbGFhQVXrFjB4sWLk8zhP3FxcZH1M51Ox6ioKNavX581a9aU9b9ChQoxPj6eJUqUEGlNKYeuVqtZsGBB8bnUB7y9vdmiRQvRB16/fs0TJ07wxIkTol9JBIpSZE/acg/AcXFxYlUqRWQkITrJHBwcTBwG4/SchYUFJ0+ezBUrVjA+Pp4RERFcsWIFy5Qpw7i4OBEF+vDhA729vens7MzIyEgqlUr6+vrKhB0nT57Mbt26MTQ0lJGRkQJYS+YQW0ZFRQldrw4dOvDixYtMTk5mjRo1OGLECJPUQ3h4uJicJJP0jEJCQsS+sLAwkdqVRPSsra3p6+vLwoULC94Sg8HA6OholihRQvaenThxgi4uLiRzMD9Tp05l06ZNaWdnxwkTJvD48eM8fvw4hw4dKhYFjo6OXLBggSySYuzU3Lx5kwBk7/LRo0dZvXp1EVGUaBNymwQqNrYVK1awWrVqskiscbTEOIXu4eEhHObcm3Ebja9jrK0l2feO3b9/PytWrCjGMdI8JubOnTv09PQU2Kzc0bYxY8aIY//8809qNBqRflEqlaJUeeTIkTJnZfny5bS2tuakSZNI5kStmjRpIhY5Fy5c4MePH1m+fHkGBgZSrVazXr16PxQsJXNSj8Z4n9WrVwv6DmOiUsmMAbxS5PPRo0csXLgwNRqN6AO5K6ekBfKtW7doZ2dHrVYrnH0LCwueP3+eGo2G7du3F6XjFy5ckEVTLS0tuXv3btrb23+33XnparVs2VI8Nzs7OxYqVEjci5iYGHH+9/pFXuDnH+HO/on9a5yazp07MywsTIBuy5Qpw6FDh/LQoUP8+vUrixYtKjqJZImJiSZke2QO+FbKq5J5g1GlMm+FQsGGDRtSr9dzwoQJ3L59u4gMFS1aVDbRqNVqVqxYkXZ2doyOjhYocHd3dzZt2pSLFy/mvXv3zEZYALBv375iRaXT6YTYXnJyMteuXctevXqxb9++It1iY2MjE08jc8i5KlWqxCdPnsgG7H379lGpVAoHTqEwrWoyx/swZMgQ+vv7m4D5Vq9ezfr163Pfvn3i3hnjLZYuXWqy7d27V7YdPHiQV69eZUpKCl1dXXnw4EFZekXCNqlUKvr7+4tBUaHIqTAi/0MCptVquWPHDhPCsLt379LCwkKQFup0Ol64cEG2Ii1atCiXLVtGnU4nnBUAjI6O5tChQ/n7778zJCRE9D9pf/HixUX60NPTk82bN6dKpWLhwoX5yy+/8ODBg/zy5YvZPpC7P0qTsUKhoEqlEnl9qS3Gm/HgW7duXdrY2FCtVguOEgkHZfw9AwYM4KhRo2T35sSJE7SyspKl5ypUqEBLS0sRqQwKChK4h8zMTM6ZM4ceHh5MS0vj1KlTBVGg1I/r169PAPTx8aGDgwMbNWokCND27NnDSpUqsUyZMiaObO4wuMTLMnPmTGo0GhNw4dGjR5mcnCyb9EeOHMkRI0awXLlyAqjevn17tmrVSsZbolar6ejoyKtXr4rJWZr4chMWZmdnc9q0aWIsUCgUdHBwEM5LbvyQ9Mykd+vu3bsEIJyF1atXU61Ws2HDhrJ3XaVSce3atbLvligrjO3Lly8MDAykUqkUjputrS2trKwYEREhjnv69CljY2MFr1FuUygUPHLkiCxaKk2MuYHduY+VlKitrKxoY2MjE521t7eXRf0kK126NAsVKkSNRkNXV1fOnDmTR48eFXxLxuP3tWvXaG9vz8+fP/PatWu8du0aQ0NDRQGEQqEQaZ5z584RgBAIffz4MQMCAgT4XXISrKysWLVqVTFG/ww2T6fTyRyXrKwsarVaPn/+nDVr1jQhkzQG8EpVrxqNhmXLlpWNxZIwLymP7N24cUOm+k2SPj4+XL9+vViwSk5wUFCQGGsKFy4swPANGjT4bruNF6HG9ubNG+FsfO98Mqese/DgwVQoFGzSpImgs9BoNGad4v9N+9c4NVFRURw8eDAPHDjAz58/m3xujhdBqVTy3r17JuHUHTt2UKFQMCoqik+fPmXt2rWp0+no6Oho0tmDgoLMDlrmgIzGE01CQgIdHBwYHx/P48ePm6RjvpfTNAe0NP48Njb2uyh2FxcXXr16lTNnzhTcLDNnzuSwYcOoUOQwMEvodH9/fwYFBQluhtjYWLq7u8uiPgpFTgXY4cOHReWGtBkMBpELzi0t/6OojPEEULhwYer1epMc8YwZM9i1a1dqtVrOmDGDgwYNEhEQqeJK4vLJly8fhw4dKqsG+/z5M2NjY0VVhrGDYBwR2rlzJx0cHOjv789u3bpx3Lhx9PLykvFqDBo0iPv375f1v8aNG3PhwoWy8miJnNDYjFMsuU1S9t2zZ4/4Pima0KpVq+8SKJIUeDJjIOOMGTPo7OxMHx8f4QD37NmTdnZ2LFu2LLt16yb2JyYmMiIiQqTnmjVrJuN5MRgM/P333zlgwAC6ubmxTp06IjUnpUKMSzQLFSrEqlWr0s/Pj3q9XhAiDhgwgHZ2dqxQoQI/f/4s0rRSyjYlJYVeXl5iM44qSKykxqR+L1++ZMWKFVm2bNk8721e9uTJE8FUrVKpxAScm6k6LS2NcXFxIuol8XJI2J8rV67Qx8fHJHWkUChYoEABFi5cmAEBAYJxtnDhwoJCwlhCoEOHDnR3d5dFQ+/evSskOSpVqiSYiyVK+0qVKnHEiBEcOXIke/fuTTc3NyqVSgYEBIgoWOHChWUpEimFKzkeeY05uUHpud/l3MdL/0rRPBsbG/br10826VtaWgr24U6dOrFUqVI8fvw4+/TpQ0dHR3779k0cu2bNGhYrVkx2T40dAWlyX7VqFatVq0YAMl6aefPmMSgoiBEREQwJCWHp0qXZvHlz2Rjt5uYmMHrG9v79ezGmmlv4GXPNuLm5sW/fvvz1119lC9QJEyaI59alSxfhuA4bNowzZ86kl5cXmzdvLpTUJaexc+fOLFy4sMy57NSpEy0tLQXB4tChQ8W1jUn+atWqRTs7O/bq1cvsotk48m6u0k3i1zl48CAVCoVwTqRSeOl8Y2ye5Lza2trS1taWCoVC9HPj7WcyJj9r/xpByx+Z8jsKpQqFAmlpaQCArVu3okOHDlCpVMjOzsbNmzcxevRo3Lp1C7dv30ZISIjJdV68eIGyZcuiRIkSYl+PHj1+uj2K/xFRZI6TCYVCgUmTJiE4OBgVKlSAXq8H8H2xvWLFimHgwIFo0KCBTOl54sSJ8PPzQ6NGjQAADRo0wObNm+Hi4gK1Wo3379/j2rVriI+PR3p6Ol68eAF7e3tkZmbiw4cPsLKyglKpFIrLkn348AH16tXDp0+f0LhxY6FsnLs7Sb8NyFGnvnv3LrRaLXx9fdG6dWusWrUK69atQ1BQEEaPHg1bW1vZ+dnZ2Xj16hUmT56MEydOwMrKClOnTkXx4sUBABcuXEC/fv1QunRprF69GuvXr8eUKVOQkZEBKysrnDp1Cv369cP27dsRFhaGXbt2wcPDQwjhTZgwAbdu3UL79u2xevVqzJ07F2fOnMHSpUthZWUlvufQoUPi90i/1dhev34tBCIle/PmDQCY7Jfs2bNn+O2333Dnzh0AQHBwMKpWrYqbN2/K9rVp0wabN29GXFycONfJyQkTJkzA4MGDkZ6ejvPnzyMkJASHDx9G3759haApYF7gsHDhwrhz5w6+fPkCvV4PlUola1uxYsVMnqOxcCGQI1K3YcMGdOjQAdnZ2ShevDjq1auH6dOnY/LkyWjWrBl0Oh327NmD6tWr48uXLwByxB537tyJGjVqwN3dHf3790ebNm3QrFkzbNu2DV+/fhXq5YcOHUKbNm2+2/cB4N69e6hTpw5u3boFHx8fIYrq7OyMdu3amQhmPnnyBAULFgQAhIeHo3DhwibXzMzMxPr16zFu3DhYWVmhQ4cOaNasmXgfJRs7dixu3bqFNWvWiH1WVlaoW7cuNm/ejMaNG+PPP//EqVOnxOeSiChJLF26FE5OTqhduzYAYPTo0ejSpQscHR2FiOj79+8RFxeHq1evws/PD0COmGBMTAyGDx+OJUuW4NatWwByhCsXLVpk8s6SxO+//47bt28DAMLCwpCQkCA7Zvr06Rg7diyqVKkihDOvXr2KY8eOoW3btnjy5Am2bt2KpKQkoZDt6+v7w+cjmTQ29ejRA1u3bsWUKVNQunRpAEDlypXx+vVrNGvWDEOHDkXdunVx8uRJWFlZYeXKlahTp464jqRyP3bsWLEvf/78GD9+PGrVqgUrKytUqFABR48ehYWFBWxsbHDnzh1kZGQgNDQUjo6OqFevHgYOHJhnW5VKpYkqNZDzrnt6eiIjIwNKpRIdOnSAwWAQn8+dOxfNmzfHsmXLxD7jcVD629vbO08B3S9fvuCvv/6CnZ0dvn37JtTApfkh97UkRfHHjx/Dy8sLK1euRHp6OlxcXFCrVi3xeyQzN+0rFAo4ODjg3bt3cHR0hFKpFMKXWVlZuH//PpRKJbKysvDlyxc0adIEbm5uOHLkCLKysvDnn3+iefPmWL9+PWJiYpA/f36T8dzYsrOzceLECVy8eBFfvnwRIpfDhg2Dn58f2rZtm+e537X/Nffo/xLbuHEj69Spw/DwcIaHh7NOnTrctGmTLO2RF67DOJcroeSlEN/ly5epVCq/y+Apbbn1eMyZcXuOHj3KsWPH0s7OziRK4ezs/FMlbm5ubiZ01WTOSlnCwBw4cIB2dnYsXrw4CxUqxAoVKojQelZWFhs0aCAEKknK2IG/Z2lpaWa358+fc+DAgdTr9YL/JiIiQqxar127Rq1Wy8GDBzMqKuq7OkR3794VMgXGeXStVsv27duL6MeVK1d45coVHjlyRITljUnASpYsyWLFitHBwYEODg7UarWi+sGYtHDhwoUMDw8X0Yo+ffpwz5494nnt3LmTtWvXFuBfCVjZrl07Qcgm7XdwcGCpUqUYGRlJS0tLWlpa0svLS0SUpFUMvhPxy62XZWdnx3379tFgMAgCRTKH88SYQJE0L3A4YsQItmnThjqdzizDrLFlZmZy06ZNIhIwbtw4JiYm0sbGRgAGmzVrRjKn2kOpVIowdHh4OBMTE5kvXz5xPS8vLzZq1IgRERGcMmWKiPhJFSJSBcyzZ88YFhbG/Pnzm5DambPs7Gy6uroKPhxXV1eTd9Pb21tgmiQNHPxPmkSKnOTeAgICzJYPv3v3jo0bNxZcIDNnzhQig1I6dP369bx37x5tbGxYokQJbty4kVevXuXVq1e5YcMGkZ40ZknOly+frGpSsnnz5tHDw0NGQmfOQkJCzLb3Z6xu3bomFTwkuWDBAtatW5ckOWvWLFka62cst4bct2/fWLNmTZGWkt5lHx8fLl68WGCoTp48ycuXL5v8nrdv38oiN2QOztHT05Pr168XLO1ShamxxtSPCDulFJq59Nvly5c5ZswY2traCk2nkiVLMi4ujr6+vgwJCcmT7+XDhw+8ePGiKNe+dOkSW7Rowfr165sV1DWunLKwsGDRokW5atWq71YPSvajcTt3NF/iq5EoF6TKPGk8GDduHIsWLcqmTZvy27dvVCqV4ncXKlSIer1eXEetVrNkyZI/FFfODYaW5tr169fLZBv+qf1rnJqsrCw2bNiQCoWCISEhrFWrFmvVqsXg4GAqlUo2atRIVF4cPXqUR44coUKh4JYtW2TOhYWFBc+ePUtSDsS9f/8+tVqtCVDzf8NOnTpFjUYjyMhSU1OZmprKU6dOsW7dutRqtTxz5sx3rzFx4kQTIDQpFyezsbFhy5Yt+ccff9DR0ZFqtZparZb169dnWFgYXV1d85wwJPsesZeUe87KyuLixYvp5OREHx8fLlu2TPBwSOC5BQsWmKh8f0+8LTMzU4T4P378KAYZc8RT0v3IjZ0xZ+b0oEjzpIWSvX37lsHBwbS0tGSHDh04ffp0Tp8+nS1atBCOSKtWrTh9+nROnDhRpAMsLS3ZsWNH1qxZUzgrJUuW5NevX0UfCAwMpEql4oYNG0QfcHZ2Fvwvx44dY3p6OkuXLs3SpUszPj5eECiePHmSLVu2lBEokj8vcGhOQf369esCt+Hh4SFwIjY2NqL6QqVSUafTMSAggHq9XqbJs3nzZioUCnp4eAinKF++fATA5s2b8/jx45w9ezY7duxIW1tbBgQE0GAwMDQ0VKQ2ixQpIpzL4sWLCwCuRNVuvP3IjEubpQG7a9euIqVavXp1Nm7cWLZpNBouWrTIpDKjQ4cO9PHxYbt27cRCqUqVKqxWrRo7duwo02Tq06cPXV1dZSlVhULBsLAwMd5INm/ePGq1Wnbq1ImrVq3iqlWr2LFjR1pYWMicndTUVLP4h127drF8+fKy9ClpCj6uUaOGSarS0tLSrAzF3bt3xftw7949s6DQvMychhxJjh8/nrVq1RKYmCNHjtDf398k9fxPgKNr1qwRqXMJx2Ys1kj+mLDTeNFrLh0uOeD/ZDI+duyYKABwcHDg/v37aW1tzdDQUCF0KclL/FObMGGCrLquQYMG4h0NDw83K+mRV7onMzOTK1asMFHZJnMKCaQ0eW6GeeOFlDlsnjkzJyNBUoCh/1v71zg106ZNo4ODA3fu3Gny2fbt2+ng4MBu3brJVJZTUlK4cuVKWdWEOebhT58+MSYmRpYfBsC6deuaxe/8rEmqz3Z2dmKlK6mGG1uHDh2+K0FP5jgSlStXZkBAgKz8UKfTCUwBAEFzf+HCBWq1WoaHhwvl6H79+jEpKUlsI0aMYM2aNVmgQAGZ1ocUfZCIvYy33377jSEhIXRwcKBKpWLv3r1lDM92dnaMjY0VQOmFCxeSNH0xftYkQT5jkT43NzeqVCpx7dx24cIFMVkEBgaaJS0cMmQI7ezsOHr0aCYlJbF27dps2LAhk5KS2LNnT0ZERPDly5fcuHGjwAX07NmToaGhDA0NFTTqko7YoUOHWKBAAfbq1YuxsbEcMmQIr169Sh8fH44YMYJVqlQRarhDhgxhbGysaO+1a9doMBgEV02ZMmVobW1NBwcHXr9+XRAoKhQKOjk5mehEpaamCkdK4uEAwKpVq8q0cipXrszJkyfLIo1RUVEsUKAAExIShJL9X3/9xZo1a7JUqVIkKbSlZsyYwfXr18uI5Ejyl19+YdWqVUUZftOmTdmnTx8ZsFYqS83KyhI6ZL6+viaih5Jys52dnaBql7a6desK4kAJmChtkhmXNhubBCb9HpbNeKIlc1TfDx06xD179tDNzY0KhYKDBw8mmbcmk7u7O52dnblhw4Y8GX3JHH6s6OhoEVH09fWVlcw2aNBARJaNObNICuCrFIGyt7cXlT6SeOK0adOEg2gMPvb29pbx20g2bdo0UTqenJz8j9Sjo6KiOHXqVJL/GVMTExN5+PBhGbdVWFgYa9asyerVq/8fi5VKGlPm7EeEnT8SKv3Zybh79+6COywmJoZt2rTh06dPWa1aNVpYWIi+QpKjR49mwYIFxd/+/v6CTM/YUlNTTTIB5qLxTZs2pcFgYFBQkJD0SExMpF6vp62trYxCYOjQoTLHz7gy19js7OwEdUleFYFkjrK3OWyeMbM8aQqGlq4ngaH/W/vXODUFChTg0qVL8/y8c+fOVCgUrFOnjlgtJCcnc9CgQYyOjpYxxwYEBHD16tWCebhcuXJUKpXs1KmTAGo6OjoKevr/xoxVnwEIHShj1WfJkpOTf+i5du3alRYWFjIW0datWzM0NJSWlpZMSEiQVVisW7dOgHUlUKKk2ittkqCn8QRiYWHBWrVqmWifHD16lCVLlqTBYODgwYOZlpbGU6dOMV++fCxYsCBv3LjBXbt2UavV0t7enn369BEq3yS5f/9+BgUFffc3fvr0iUOHDmWpUqWEbo8xR8rIkSM5atQozp8/X8bnI9mTJ09EVY0xGNLf359PnjwRpIVqtZoAaG1tzYIFC7JQoUK0sLBgvnz5WLhwYfr6+oqS76NHjwpmTGn/3r17RZQoODhYRDSk/dbW1mLFs3HjRgYFBdHe3l6Ab82p4Z49e1Zw9HTq1MmsEvnbt29lPDC5yzLv3LnDHTt2CCB87kHf3t6ex48fp0ajEft0Oh137NhBBwcHjhs3jkFBQfT29mZiYqIoGVar1WKwk2z48OE8duyYLEVw+PBhk5SBBKw1ZxYWFiYpVUdHRy5atMiEE8kYnCg5lsab5KhLEZCkpCTZ+ZcvXzYpq5asdevWJrpkZE6E6tmzZ4yOjmbr1q2p1+t548YNZmdnMyUlxaxS/H9ruScuvV4vxrTAwEAZz0yTJk1YpEgR+vj4CGCuu7s7mzRpIgPm6vV6DhkyREZnsGjRIqpUKtaoUYOjR4/m6NGjWbNmTZmA7ZQpU9iwYcOfbrulpeVPcVsZDAaeO3eOKpXqp657584dLly4UCw8jLfv2c+Uan/PfnYy9vDwkHGZSWPS2bNnCUBGqXD37l1aWVmJv829n6QpaarUHika36NHD1FYsHDhQtrZ2Qlup6SkJDo6OrJUqVLfjTCZqxQmc6Kckn7c9yoCzUknmCtaKVKkCFevXm1yH5OSksy+bz9r/xqnRqfTiTSCOZNYWRWKHE0XCeVtjKMxh9qX9uVmrxw7diwrVapER0dHkjlhO4lQz9jS09OZmJho4vkaqz4DEGHgy5cvi1WQdM3k5GRqNJo81ZPJnE6RW7xP+v7JkyezR48eMsR7mzZt2LVrVxYtWpRarZYlS5bkL7/8IhMaNKf14efnZ+IwVKlShRqNhh07dpQJMZI5qaJmzZrRwsKCGo2GgwYNYrVq1RgZGSlbHfTq1UtGZpc7AlO4cGFB9+/h4cFixYqxa9euZhmK87JKlSqxZMmSskqj27dvs1SpUoKYKyUlhU5OTiapPAsLC1HCqNVqRcXIw4cPRcmwtP/JkydisLawsBADjrRf6n9kTnmpVLkjDZQSJX/ZsmWZlJTEY8eO8e7duyL186PU56pVq1i6dGkCYFRUFJOSkoSelJQ+MVf9YGFhwcaNG8voyyMjI7l48WJZFO3o0aOsUKECFQoFIyMjqVKpuG7dOm7evFn0cynlJlXbjB49mgpFjqREuXLlOGrUKJ48efK7ml1eXl7cuHGjbJ+7uzunT59uQjhnTBz4PUfdxsaGlpaWZkubJS2e3Hbv3j3a2tqyRIkS3LBhg8DEKBQKFipUiLa2tmJSkvBpGo3GLMbtZ+zx48eyiiRpopcYjHv06EFra2vBJaNQ/IdnRpIlKVOmjCytpdVqTdJKsbGxnD9/vomDePLkSTZu3Fjcvxo1aphEg8xZdnY2Hz16ZJLaMOa2srS0FPdu3rx59PPzEwvFSpUqsVu3bnR3d//hd0nOl6urq1h4hIeH097enmq1WlbNKG15WV5jdF72s5OxhYWFuOfGTopUwm/c1yQ27u+9nxJpam55AXd3d3F/g4ODuXHjRhoMBh4+fJjW1tZC0kOqBrOxsfluhCkvBfWbN28yNDSUYWFhVKvVjIqKoqOjo0lF4M+aORkJCTN54MCBf3w9yf41To29vf13wXE6nY7W1tZMSUkRZcwpKSk8fvw4tVqtSajzzp07gulXr9ebAMtq164tJA6kEKZELZ6b18DGxsbkhTFWfVYqlZw4cSLJnAnNeJCxsLAQ7KrSZGYuj+7j42M2OmFseZVMGztyADhgwADevn3brPbJihUr2LhxY9kqVMozG5eDSpu1tbUYVPR6PRMTE01Kms1p2gwaNEgAaPv06cM+ffpQpVLR0tJScKVI1/0Rp4JkOp3ObMj/4sWLsknbWH5CMolnhcxZgUkpwm3btokQurT/+PHjYmB2dnYWqzVpf/HixUWI//z583RycmKBAgW4bNkykjlkgMWLF2erVq3ExKXVakV/K126NGvXrm0SNq9Tp45QzR0zZgw1Gg3r1q0ryn7NkZrl3uzs7GQp3N27d9PBwYGhoaHCYdu0aRMLFCjATZs2cfr06aIkWaHIIRJcuXKlSHtGRkaK6wKghYUFPTw8BCje0tKSFStW5Pjx43n27FlZ6iopKcmE1K5q1apCq8bYjIkDq1atSp1Ox1q1anH79u2yaz5+/FhwoeQubdZqtaKkNvfWt29fkWIyvpcWFhYMCQlh4cKFqVKpRLmqTqdjcHCwrCzbnJkjOitTpgyXLVvGlStXCj4ojUZDW1tbJiUliYmLpCAHNDZz44058PGGDRvo5OREJyenPIVF/4mDltexxtxWkqObuy8ak+yVK1fuh2KlPj4+MhkF8uc1pnLbt2/fzN6zvOxnJ+Pw8HDOnj2bJGW8RLNmzaJSqZR9n+TU5MYSGW9arZbBwcEmEIuuXbvS19eXCQkJdHR05MePHxkcHMzRo0ezcOHCQtJDp9Nx9uzZdHZ2/m6EKTemKTe+aPXq1ezfvz87d+5sNmL8IzN2enPLSERHRwvOq//W/jVOY5eDkgABAABJREFUTdWqVb+bCrK2thZssFZWVrx69SoPHDjA3r17/zDtUb58eTZo0ED2MJo3by5y5FLYUuKxyR3CbNmypUme2hi7o9VqaWdnx927d8tUw0kyMDCQNjY2tLa2FlVQ5lbry5YtY8OGDc1ifFatWiX0QKQJdvr06WZf9GPHjrF169aCZbVDhw6ylMaXL18Edb9E7OXj4yM2Y+Xg+vXrU61WMz4+nosWLeIff/zB/Pnz08fHh1u2bOGjR4/46NEjKhQKXrp0SRZpa9euHQcOHEi1Wi32+fn5sXv37mzXrh3JnBQHALNOzbNnz0yYVoOCgmSMzCQFVbyjo6OYwEqWLMmGDRty0aJFPHz4MDMzMzlgwAD6+vry8OHDgkFz3759MtxHYmIiy5Qpw5iYGIHjaNiwIevWrcu///6bsbGxTExM5IoVK6jX6zl37lzWrl2bDRo0EJiwzp07U6/Xy8T4li5dSktLSxYrVkw4nmq1mp6enixWrJgsdG5raytCvMYD1549e4QCtyS5YWlpyapVq4rvMaegbhy1zD245eb1kSIIer2e06dPF9dduHAhQ0ND+eDBAy5dupQtWrQQVWPS3z4+PlQqlTKdJ4nUTqpWAnL0tnQ6nQl1fVBQkOy9efbsGceNG8fg4GC6ubkJR1267oEDB1ivXj3Wq1dP8IRIzpeEY5G23JgYFxcXbtiwgZ06dTJbOTZy5Eg2adKEPj4+7Ny5s0nfNDZzTrmdnR3PnDlDpVLJmTNnsnTp0uzatStdXV0FX5YEkJ8xY4aJ42RuvDEHPjZXbWfsbJw4cYLHjh2jn58f582bl2e1lbHlz5/fpKjh27dvbNeunUjrShVnZcuW5aFDh2RVqXltSqVSttgwt/DIrTGVlZXFpUuXslq1agwPD2dERAQLFizIhIQEEWmRRCEBMCgoyCyOxZz9zGS8dOlS6vV6Dh8+nApFjgiw5BgrlUoZX0tERITsnru5uXH79u0/dc+No/HSom3gwIGsWrUqFy9eLCQ9JHHWgQMHUqvV8vr16yRNI0y5K3Nzb+asTp06gq/L3GKrdu3aDAsLEySSeeF5/jfsX8NTc/r0acTFxaF27dro168fQkNDQRK3bt3C1KlTsWXLFvj4+GD9+vUoX7489Ho93r17B5LQ6XTYtm0bKlWqhM+fP2PChAk4dOgQXr9+jezsbKSnp+Ply5cgKbhCkpOTodPpsH//foSHhwMA9u3bh8GDB2P06NEoWrQoLC0tAQCTJ0/G7NmzkZCQIPYfPHgQFy9eRJMmTbB48WIUK1YMx44dg1KpRHh4OAICAnDr1i3cuXMHNjY2qFKlCjZs2JAnr0F2drb4f0REBDQaDQDgr7/+wsuXLzFy5EgMHToU586dQ4kSJbBixQqsXLkSR44ckV3n69ev2LRpE+bOnYuLFy/C2toaDg4OCA8Ph0ajwfnz5/HXX3/B09MTLVu2NGmPxKsBAO7u7li2bBmqVKmCrKwsqFQqwZVAI74F4/9fvXoVABAdHY2OHTti8+bNSElJAQCsWbMGa9euxalTpzBmzBi8evUK48aNw9ixY2FlZSW+NysrC3PnzsWHDx/QvHlzsf/+/fs4f/48qlSpgpiYGNSqVQsFChQQz9be3h4A8O7dOwA5fCp///03HB0d0blzZ+zevRtXr16FSqVCZmYmgBw+l0GDBkGtVuPs2bOYNGkSAGDgwIGIiorC48eP0bdvX3G9TZs2wdXVFUOGDMHu3bsB5PCFaLVa3LhxA5mZmbC3t0dcXJzov3fv3kXt2rWxadMm8T07duzA7Nmz8enTJ2RlZYnfqNfrcfv2bfj6+sLa2hrJyckICAjA3bt3ERkZia9fv+Lhw4dYunSpOP/z58/Q6XTi/k+ePBlXr16FXq+Hi4sLmjVrBi8vL7P9DgCqVKmCJUuWoGnTpvj27RssLS1x9epVREREAABSUlIQGhqKhQsX4vDhwzh27Bhev36NqKgoLF++HIcPH8bRo0exbds2ZGRkCD4byRITE5GRkQEAol/ntnPnzuH+/fuIiopCZGSk7LinT5/C0tISv/32GwoUKIDff/8der0e/v7+ef4myRQKBR48ePDD43Kbvb09vnz5gszMTGi1Wuj1esElolAoRB+TuFD+/vtv+Pj4AMjhuNm4cSOaN2+OMmXKIDo6Gn369MHIkSMxceJEXLhwQfDqKJVK2Nvbo2rVqoiLi0NsbCzWr1+PqVOnIj4+XjYOJScn48iRI3j//j0AwN/fHx07dkTFihVFuy9fvoyePXvi2bNngsuERnxexuOMOdu5cycmTZqE+fPni+cv2ZMnT/DHH3/g06dPcHFxQWxsbJ7jmTkz7s9t27ZF8eLF0alTJ/F5/vz5sXbtWhQuXBgkUaNGDezZswcFCxZEaGgobty4gevXr4MkNBoN2rZti23btqFXr144cuQIDhw4AH9/f7Rr107cM8l+xDt27do1s/s3btyIJUuW4NWrVwAAOzs7xMXFoVChQrL78ttvv4nnYmwKhUK832lpafj27Rv69esn5qfc07fxWGBsZ8+exaJFi7Bx40YMGzYMgwYNwogRI/Ds2TOsWrUKu3btQoUKFcyee/z4cfH/Bw8eICAgwOSY8ePHY+PGjbC2tkZiYqLJ51evXsX9+/dRqFAhXLx4EdevX0dAQACWLVuGsWPHolGjRujXrx8cHBxw+fJluLq6Co6cf2r/GqcG+A9xnjRgSGZvb48FCxbgzz//xPjx4/H582cAgFarRcuWLfH27Vv88ccfuHv3Lpo0aYJjx46hRYsWcHd3Fy9deno6Ll26JG50WFgYmjVrhk+fPuHPP/8EAJQtW1Z8p/HLKg0EEmkWkDNQvH//XtaR1Wo1/P39BRFacHAwduzYYfI7jQeZrVu3AgDWr18vPg8NDRX/nzNnDuLj47F+/XooFArh1Fy/fh1xcXGCIO7MmTNYtmwZNm7ciODgYCQmJuLUqVOCBE2yNWvWoEKFCnB1dcXy5cvzeBI59ubNG7x79w5Lly7FqlWr8OLFCyQnJwMALl68iPbt28tI+4zvGUlotVrMnz9fkIgVLlwYt2/fxrdv36BWqwEAGRkZ0Gg0UCgU8PDwAJDzXP/66y+kp6fj8+fP4n6ae+Gl77S2thbPwtvbG2/evIG1tTV0Oh1ev34NlUoFFxcXZGZmYtq0aXj//j3WrFmDEydOyJ5HdHQ0FAoFTp48KRtwDAYDvnz5InPkfH19Ubx4cXz69AlAzvN2cnLCxYsXZeR7jRs3RqlSpXD06FEkJibCy8sLb9++RVRUFGJjYzF8+HDxPcYEZNIkoFar8csvv2Dv3r2wsbHBmzdvULJkSZDEtWvXkJqa+kPiq/Xr16Nx48Zmn3NukjIrKytMmjQJVlZWOHLkCA4dOoQnT56gYsWKKFiwILRaLZ48eYLjx4/jzZs3KF26NGJiYlCkSBE8fvwYjx49Qv/+/f/RAFeuXLk8P8vOzkbbtm0xd+5c/PHHH9i8eTPmz58vyOry58+P/v37IyYm5rvf8U9s5cqVJvsSExMxc+ZM2NjYYMaMGVAoFEhOTkZoaChu3rwpHJXbt28jKysLpUuXxtmzZ3H27FkULFgQZ8+eRf369fH06VNxzWfPnuHo0aM4duwYjh07hrt370KpVEKn00Gn08Ha2lrWhh85aYUKFUJwcDCSkpLE+Ofr64uvX7/KHDRjMx5vzTlzxnbnzh18/vwZvr6+2LJlC0aOHIl169ZhypQp+Pz5M2rXro2mTZuabZuxUzN+/HhMmzYN1apVQ4ECBaDRaHD79m0cOXIEDRs2hJ+fH3r27Int27eLvhEUFIRRo0bB1dUVNWrUEAu4evXqwd/fH1+/fsWbN2/g7e39U/csPT1dLHz9/Py+66Cp1WrUq1cPy5YtEwuI793zGTNmwMfHB3Xr1oWtrS0aNGiA3377DVqtFp6enujXr59sfnrx4gV27tyJb9++AcgZN/r162figJw4cQKjRo3C77//Dp1Oh6JFi2L48OEyxza3GS9EpfthbLmdXwBISEjAgwcPxH0LDAzEwoULER8fL57jp0+fUK5cOaSlpUGpVOLPP/9EQEAAhg4disePH2PVqlV5tul79q9yaoAcJsb9+/fj7t27AHIebsWKFQXjY3p6OlxdXTFz5kzUrVsXVlZWSEtLg4ODA9LS0uDj44Pdu3cjOjoasbGxiI+PR1xcHEqVKiVb/X3+/Bndu3fHqlWrhNOiVCpRsWJF9OzZ06TjAkBsbKzJvvT0dNy7dw+fPn1C/vz5ZREHADh27JjJOStWrEDjxo2h0+nMXtPYjFfuGo0Gly5dQmRkpFi5JyUlYcWKFXjz5g2aNWuGxMREREZG5nm90NBQbNy48bvHSEyzy5Ytw5kzZ1CsWDHUq1cP/fv3F8e8fv0aX79+BUkEBARg2rRpWL9+PTZs2AAAmDdvHmbPno327dsLVt85c+bg8uXLiImJQdmyZXHmzBkcO3YMPXv2hF6vl0WJZsyYgRMnTsgYmb98+YJly5YhODgYsbGxWLBgAa5fv46hQ4fC19cXrVq1EudfuXIF9erVw4MHD3D69GnUq1cPL168EJ9nZmbi77//RkZGhuhrgYGBcHBwAACkpqaa7L969arMWTFerZmzVatW4ejRozh69KiY/A8cOICdO3eiYsWKZqMWS5YswciRIzF16lQ0b94cDg4O+PDhAzIyMtCgQQP06NEDxYsXx7hx47By5UqMGjUK7du3FyundevWYeLEiZgzZw6ys7OxfPlytGrVCr169cK3b9+QmJiIGjVqwMPDA506dcK6deugUqlw584d/Pnnn1izZo1wsH18fNC5c2dERkaiWrVq8PPzQ2pqKqKjo1G2bFmULVsWxYoVg1qtxrVr15CQkIAPHz4gMzMTd+7cEfc8IyNDMNHevXsX/v7+UKvVuHz5svjdHz58QO3atWWsx+YcdZVKhW7duqFu3bqIjo4GAJw8eRLbtm1DQkICNm3aBEtLS/Tp0+e7z2batGnf/dycKZVKvHr1CiqVCrNnzwaQwyzcvn17LF++HEOGDAGQE1n69ddf8ffff6NVq1aCmbZGjRo4ffo0LCwscObMGfj6+mLGjBnw9/cXrLF3797F2LFjsXbtWmRnZ5s48sYTMQBs2bIFa9aswfPnz3HmzBnkz58fvXr1QokSJcQ1zTloxmb83uQ+9siRI7hx4wbUajUqVKiAu3fvIjMzE/fu3cOdO3fQoEED7NixAx4eHsiXLx92796N+vXrw8vLyyQq9PXrV4wePRpOTk4iyvb48WPZMdI5KpUKWq1WNg5//vwZ9+7dg7e3N8aNG4ehQ4fi1q1bgiX+2bNn8PLyEhHbvExi1DVun/HCTFq4nT9/HlOnTsWIESOQmZmJ3r17IyYmBkuWLJF9h6WlJZKTkwWDM5ATRVu7di1Kly6NgwcPomHDhtiwYQOqV6+OokWL4syZM+LY/fv3o2bNmihUqJDo0zNnzgSQw3Y9YMAAE0Z9qS/mZto2tuPHj4sFqVqtRsmSJdG3b1+UL19edtz48ePh5OSEfv36Ach5TgsWLMCHDx8wYsQIPHr0CEFBQVi6dClatGghnJoOHTrAx8cHGzduFPctICAAp0+fRtOmTUWE/h/b/2oy6/+HlhfIKzMzk8nJySbA1levXvHLly9MTk5mVlaWqFyQlKVJyoCaBoOB8fHxHDt2LM+cOcP27dub6PHs3r2b+fLl+y62x1x7pCqXgwcP8uLFiyY8H3mZOdXm3BYWFiawM8YYi1mzZsmEDbt27WrCJyBtHTt2FN+zdu1aVqpUyUR9lsxRLW7bti0BMDQ0lCqVSoA7jcmcJFCcsd29e9eE0GvNmjWMiooSoOOoqCgZp8aXL1/yJJHy8PAwKTMmc8jkPDw8SOYQ/gE5Kr257fz589Tr9dyxYwcnT54sA9JJtAAqlYoVKlTgu3fvSObgmnLzaZgrY/bx8WHr1q25cuVKURkl9YHjx4+LKjfp2cyfP1/sO3r06HcrhqT7FhgYKDATNjY2HDZsmAwbZY5r48yZM/Ty8jJbDahQKLh9+3YmJCQIXI2FhYVgFJaOkSq0pEpDCTysUCjo6OhIOzs71qhRg1OnTuXFixdFm+Lj49m/f3+OHDlSAPlHjBjBtm3b0tbWVobx6devnwnr8atXrwT+auLEiQwLC6OzszN79eolKyAIDQ01y8MydepUGgwGAVj/2bLUnzHpPZIqwQCwS5cu7N27NytUqMDixYuzdOnSsnMyMzNFvyJzMDEODg4cNGiQrBx3wYIFjIyM5ODBg1mqVCnqdDoWKlSIvXr1kmHm7ty5wyJFipgF5kpVaffv32e5cuXYp08fxsXF/aPfaM7Gjx9PjUbDokWL0tLSkgaDgfb29nRwcOD48eP57t07Tp48mfny5WNGRgbHjh0r+tCP9OskM8bwGW82NjZMSkqS7TOuQLp8+TIVCoVJBZJC8R99qqlTp9Le3p6NGzcWeLvGjRtTpVKJsf/KlSu8evUqw8PDOW/ePF69epUTJkzg0KFDSeaIBBcrVoyVKlUS99vV1VXgWcicQom9e/fKfpe5Mm0y573NDQwvVKiQiZjrli1bBHeVi4sLY2NjZbp5En7Mzs6OBoNBFHnY2tpSr9eL/tGtWzeqVCpOmTKFFStWpF6vZ7169bhnzx7ZeGJsFSpUEKzUqampdHFxoUajoUaj4bx588R4Y2Njw549e7JMmTKyuSklJcWkIu+f2L/GqZHKGhMTE7l69WpRErl8+XIWLVpUJmamUOTQX1+6dIlhYWEcO3asEAgbO3YsK1SoICuHfPjwIZcuXSpAltJgXbx4cSFnL9nhw4fp6OjIW7duySoJDhw4wLlz57Jq1ap0cXFhz549xWBn7DxJALIxY8bw9OnTot2fP38W1zx79ixr1aplIhgnccAYb5JaeF7U4ebosqUtJiZGVvEhfY80KErEXsYvQb9+/cTgIfGXGHfY9+/fi5LG9+/fMy0tjbdu3WKjRo0YEhLCvXv3frfqgWSezpfxptFoWL9+fZNz16xZQ41Gw8aNG4tS2cDAQFarVk1UZTVr1owuLi709/enl5cXCxQoQEdHR/bu3ZuNGjUS99zFxYW2trasXLkynz59Sp1OR6VSSX9/f7Zp04arV682W8Y8bNgwxsbGiuPz5cvHoKAgOjs7yxzomjVrMj4+nm5ubrSzs2P16tU5ZcoUXrhwIc8BxdiuXLnCSZMmsVGjRnR1dRXXmDx5soxgS3o+BQsWZKVKlajX65mamsq0tDSmpKQIsrJFixaxX79+VKvVrFevHqdOncrx48czMTGRI0eO5LJly0wml3HjxrFly5YsUaIEXV1dBcA8MjKSDg4OtLW1ZbVq1ajT6bhlyxaxwMg9wP2Iut7f358WFhYsV+7/w957R0WRrm2/VzcN3U3OkhEkB7OCGAgGMGIeMyrm7JhzTqOOYhh1zGEcA+qYxqyYc8CcUDCMOYMKAtf5g13P7qIbdfa7v3PeNd+516o1Q1ldXV311BPu8LuiRUKxq6urEL+U2oWRkRE7dOggg4CR/1Zq/29beno6PT09qVarCYB2dnZUKBSsVKkSo6KiCIBt27aVVQx9/PhRlvAvKdSPHj1a9rxIysRbt27dKpsIkQVspyVLlgjVbA8PDzEQe3t78+effxZK5Glpady8eTNLlCghVNgLV0RJSva6W1Hm6+vLBQsW8N27d9y1a5fo33QrSWvXrs1BgwaRLBDanTJlCm1tbf/WPV6xYoXe4sbY2FiPiqvbdvbt20cAMsVxSel6yJAh7N+/P318fBgdHa3XVkxMTBgTEyPbp9FoRPVpmTJlBOH3xo0bNDY2plar5caNG6nRaFi3bl02a9ZMfHbz5s0MCgri8uXLxT13cHDgypUrmZqaKqt2W7JkCY2MjGSLSkM8J5K8desWTUxM2LBhQzo6OtLIyIi+vr4cN24cFQoFk5KSuGLFClaoUIGNGzdmqVKlqNVqGR4ezn79+olqTF0OVUZGhpA3cHV1ZdWqVfXagJ2dHc+dO8dx48Zx8eLFLFmyJDdv3kxTU1M6ODiIijGJCbZ3715Zm967dy/d3Ny+8sS/bv+YSc2hQ4c4ZswY2WDh4+NDJycn9u7dW6beW7hkTpocFN6k6h7djSwou1apVDQzM5N5HJ4/f85q1arJBn7dFZG0qvX09KS1tbWsUoUsmDx169aNjo6OYvJkZmYmBrvC1Sb4V5n3u3fv2L9/fzo4ODA6OlpvYOnSpcs30eGGzJA6tKHvUSqVrFevnngJvjap0a2w0P090sq+cHUNAKampjIjI0OovRoZGVGlUultuhMyR0dHMVBKpcgSK8XJyUmoepcsWVJ4NYyNjUUlhI2NDSMiImhsbEw/Pz+WLFmSUVFRdHNzE4rkY8aMEVULUnurV68emzRpwvDwcOG1KFasGP38/Ghvby8rY54wYQLnzZvHUaNGsVq1alSr1eL6/P39RRuwsLBglSpV2KhRIzZv3lxMpurUqcPp06d/9zty7do1/vLLL2zWrBlVKhW1Wi3r1q0rno+pqSn79OljEHw1bNgw4YExBOb6O9cwYsQIWlpa0sjIiNevX+f8+fOpVqtpbm5OKysrcT1eXl5MTk6mm5tbkR4GXW9QzZo12a9fP7q6utLV1VV8h6urq2gXUql14ZX/ggUL6OPjI/5evXq1wUpCiQIeHh4uwJGFKeDZ2dn8/fffWb16dWo0GtarV49GRkaMj4/n+/fvGRoayoSEBOE9mDt3LleuXCm24OBgJiQkcOXKlXzz5o1g/qjVatlKlyzwcAEQcL1Fixbx1q1bPHbsGDt06CD6KJVKpcecMgSR0+0TCy9mCvdrhvgvmZmZ7NmzJx0cHPSq5gDQ1tZWBp2zs7MTcEonJyfu3bv3u2myK1euFH2qiYkJQ0NDBatIt4RaMkP9vqHfqFKpWLp0aUFkLtxWQkND9SorS5cuzYSEBGZnZ9Pa2prXr19nTk4OExISaGtry7Zt2/LYsWMsXry48IjqXlfhTbeP1612k7AOuotKqU+xsbGRXdP69evp7u7OUqVKcf/+/bx27RpLly4t7oHktdq/fz9Lly4tCPCFJ0iG4Jr37t0TCwhd7hdZgCu5dOkSlUolmzVrJryqGzdupFKpFBVjjo6OjIiIYE5OjoiUZGRksEyZMgYlf77X/jGTGl379OkTDxw4wFGjRomBSqlUMigoiCRlPJqjR49So9HIcOvSplui2a9fPzZs2JDt27dn8eLFqVQq6ejoKNyMJPnDDz/Qzs6OFSpUoJmZGffu3cvVq1dTo9GwZcuWJAsa8OHDh/nhwwc2aNCAv/zyi+za7927R3t7e5IFk6fg4GAaGRmJhivNat3d3fVgewcPHhSfNWRfQ4cbMjs7O5nLsqjv0SXNDh48+KuTmpSUFG7evJkKhYIpKSk8cuQIo6Ki2KBBA7548YLm5ua8fv06165dS3Nzcz1ug9QRGXI569qHDx/0xC8VCgXDwsKYmZlJc3Nzbt++nRcvXuTp06fp6OgoPEO6L2lhqGNh71x6ejq1Wi0PHjzIUaNGsWrVqqJs8dOnT3r7v1bG/Pr1azHgS4NFWlqa3r7Hjx/r7ZPs5cuX7NGjBwMDA2lnZ6fnuXv69Cl///131qpVS9xLaeXk7OwsVk66NmfOHJqamrJVq1b09/dnUFCQGJi+x2P09OlTrlu3jt26dRMucY1Gw4iICK5bt45du3alpaWlGLilDk6hUDAkJIR9+/aVoet3795NlUolQ9fremJ1bcyYMTKphe/VVbK3t6eZmRlbtmzJnTt3Mjc3V0YBV6vVok3rUsB79epFOzs7hoeHc968eZw/fz7v3r0rxDOvXLnC48ePMywsTBC7raysZGRsaSJrY2MjVrqBgYEcNGgQAwICDIaRU1NTOWnSJIaEhAjwnL+/P8+ePUuVSsXg4GA9+RVDoen09HSOHTuWwcHB4v62bduWPj4+XLBgAbVaLZctW8YJEybQzc1NT4hRanvJyckEwNmzZ4tjNRoNa9SowY4dOzIvL48bN26kiYmJ8C5NmzaNDRo0kBGOizIpXCj1NytXruSgQYNoamrKn3/+mQqFgnXq1JGVFcfGxootOjqaCoVC/MZSpUqxT58+TE9PF/fC3d1dcG90PVNdu3aliYkJDx06xJcvX/Ldu3fcu3cvbW1taW9vTyMjI0ZERNDR0ZF2dnb08PDgggULuGrVKv7000/MyMiQTYoMCVPeuXOHw4cPZ/v27WVsrZYtWwoshLQ1atSIpqambNasmeA5TZkyhdbW1hw1ahQ1Gg1r1qxJtVpNDw8PDhkyRIYSyMjIoIWFBU+ePMlOnTrRwsKCFStW5Ny5c/nixQvRj3/+/Jm//fYbq1evLr5PodDHi4SGhrJnz560sbGhpaUlT5w4QbKAB6Yrr/H27VvWqFFDCMK6u7vT2NiY1apV02OZ/R37R05qJMvOzqZGo2FCQoLBAYAskCAoSpxt5cqV7NChA728vGhhYcHY2FhOnjyZx48f5/nz5+ni4kI7OzvGxMQIATkHBwdevXqVFhYWAlyn0WhYtmxZkgX04E2bNpEkL126pCe6uGvXLpqYmIjJEwCWL1+e48aNE+fUarWcN28eK1euLPvsn3/+SZVKJZRwpX268ducnBzRuX7LJOigrnvx3bt3Atlf2A29c+dOtmvXjgAYFBREIyMjHjt2jBYWFgZBU5LZ2dmJvAdLS0vevHmTERERLFmyJL29vYW7XHf7XtMVvzSEaycLPGRFhR5KlCjBTZs2ccuWLTx37hxNTEx47Ngx8e/nz5+nnZ0dU1JSOHr0aOFx8fLyYnZ2tsH96enpXLZsGVu3bk1TU1PhZdJqtfTx8RE4cqkNSCrn5cuXZ0BAAJVKJdVqNSMjI/VyS2rXrk1fX19OnTqVy5cv55w5c9ijRw9GR0fT2dmZSqVSgPHat2/PcuXKiZVTQEAAPTw8ZG7wiIgIWltbc8aMGSQLQiPdunWjRqMRuSu///67Xt7Q+vXr2b17dwYGBgoFZgcHBwYHB7NBgwb09/cXv6Nq1aocPHgwy5UrR2trayqVStrb2xMA/f39uX79ejHhXLt2rUGqalF2584dvRVsYV0lKbavm+f25csXbt++na1atRLeUnt7e7GI0W0/uhRwSR9Lkn5QKBRiYu3m5qbXdnVXzJJptVoxkZZWuosXL6aTkxONjY0NhpHz8/OpVqtZtmxZVqxYUUxs3r17RyMjIy5dupSVKlWSDcRz5syhi4sLly1b9lVVa3d3d7G40VWyX7VqlZ6ki+6xANiiRQv2799f5JQ0bNiQWq1WLNTCwsLEZ/Py8uji4kJLS0vWq1eP8fHxLFeuHGvXrq0HNC1evLggsusOrCtWrGDx4sW/KYVQWBJBkhIgCzhBV69e5fLly2lkZEStVmswx6ywx0ra7+DgwFq1anHhwoW8du0aFQqFzNORlJREc3NzJiYmMiEhgRYWFmzUqJFMo8yQFUU+lnhOulpq0uLa0tKSCoWC8fHxMuaNbrs7efKkjA+VmZnJpUuXsnLlysKDLvUDpUuXZlJSEq2srGhjYyNkdHQXTpKci0KhYM2aNUkW5Ch2796dcXFxsms/deoUlyxZwvnz53PatGmC3fY/sX/UpCY7O5uHDx/m2LFjxSChVqtZuXJlrlq1yqCMwvz584sUEtNN1Hz+/LmekFhWVhZ//fVXQbzVjat6eHiIwc/e3l6GzZcSiS9dukQzMzPZ5EkiH0uTJwsLCxE/lc4ZExMjqKmS7dmzh0ZGRrS1tZUp4Up5NV5eXmJTqVR0cXHR+z2FTYIO6s7qDbmidXNtpGNMTU0FZEtyD5ubm4tN8lgdPnyY5ubmXLduHQ8fPkxvb28ePHiQpqam3LNnj57IZV5eHm/duiUgVbpyCoUVmwu7jXVx7dKg1L9/f9avX59WVlYi78LX15fR0dEcPnw4Y2NjaWxsLDphe3t7fvz4kYcPHxZ0V2lV3LFjR44YMYI//vijCIP6+/uzZcuW7Nq1K5s1a8bixYuL3CdjY2N6enqyU6dO7NatG3/44QfZBDosLEx4BU1MTFilShWOHDmSBw4cKJKkLLmnSYoJkImJCStXrsyRI0dy//79RSZXf80NXnhBsGPHDjo5OXH//v0sV64cbWxs2Lx5c/70009cs2YNVSoVS5QowYoVK9LPz090dCYmJoyIiOCIESO4f/9+PRrpsWPH9Lxzha/H0tJSjyZblK1ateqb2P2+ffvSwcGBlpaW7NSpkx48Lisri2vWrKFSqRQkYt1JjS4FfO3ataxRowbNzMzYvHlzbt++nXfu3KFSqeT48eNZp04dmRJ6enq6nrcrNDSUSUlJfPDggWylO2HCBNEOpTBy8+bNWb9+faFjZmJiwooVK3L+/Pl6od6iBmLdgVoS/tXNadNoNFyyZAm3bt36TSV7XdV7ExMTli1bllFRUQwPD6dSqWRUVBQjIiIYEhLCsmXLyt5RSaw0MjJS6NcZGRmxadOmekDTwhIEoaGhLFOmDIOCgqhQKPTSBr5Fdi5WrJjI9QkMDBS5fKtXrxZ5dz4+PqxevTp/+eWXr8Lpfv31V5qZmbFjx44MCgqSJYGPHTuWCkVBkm58fDwbNmxIjUbD6tWrMywsTBQEFM4rlDZTU1OZmveXL1+4cuVKkV4haalptVo2a9aMf/zxByMjI/USiXVt8ODBIjE8PT2d165dE8UqN2/eFO3HyMiIFSpU4NatW9m3b18hvdOpUyf27dtXeI7Wrl3L7du388KFC+I8FSpU4OTJk8X4KC2uZ82axYoVK3712fxd+8dMaqKjo2lqasrg4GD26NGDv//+O//66y9OmzZN5gnQtUuXLtHOzk5IFJDyGeyCBQv4ww8/0MnJiVZWVlQoCqiQXbp0YUpKip4WU/ny5YXQYf369dm2bVs+evSIPj4+IlxTtWpVKpVK9urVi2XLlmX16tXF5GnEiBG0tbWVXY+hc+7fv5/m5uZUKpXCS6RSqWhpacmrV6/KOtz+/fvTyspK6CNNnz6dYWFhNDY25qhRo756T69cuSJWTlFRUYyJiaGlpSXt7e25fPly8RIrlUpu2bJF0CYrVqwoktAmTJjAmjVr6sWvixo4W7Zsybi4OAYEBDA2NpbBwcHiek6ePEkvL68i86H69evHnj17snLlyrS0tGSFChVk4peWlpZUq9V0d3cXK06pAszY2FioSCsUCpqbmzMsLEwMxhYWFixWrBh9fHyo0Wjo4eHBnj17MigoiCNGjCBJ2f4NGzbwyZMnQnSzbt26nDZtGk+ePCmbLBuaQEvtKjw8nMOGDePevXv18jsMrfBJCpkEsoCWumfPnq8qyZ87d46rV6/m6tWruWPHDoOu8KJUkl+8eCH+/+jRo+zVqxdLlSolVKJdXV1Zr149zp07l69fv+bu3btlbmUbGxtxjg4dOugJWxYvXlz2HSS5ZcsWxsfH09jYmL6+vpwyZQofP35skGAaFhZGIyMjPW+WIfvy5Qs3bdrEBg0a0NjYmIGBgZw+fboYLF68eEE7Ozt6enqKfAbpHStMAScLBvzRo0fT3d1dhJmKFy9Oc3NzqtVqIaFQpkwZhoaG0sXFhYmJiUxMTGS7du1obGxMpVIpVrpkQZg3Li5OFkYuX748BwwYwO3bt/Pt27cil8bc3Jy+vr7s0aMHjYyMuHLlyiIHYYVCwfv37/PZs2fffD91leyTkpJkKttkwYTMkOq9oWMLmyH9usjISIPk8+DgYE6aNIlkwbsgVcRFR0fT0dGRY8eOZd++fVm/fn3WqVOHPXr0+Op3x8fHi8nCgAED6OPjw4kTJ4o+miwg737tXdIV2IyPj2dAQADLly8vU1d3cnJiTEwMN2/eLPZNmjSJCQkJsnf6a32ltGiRTKvV6r2fuu9ScnIyVSoV586dK8K0S5cu5fTp0zlnzhwaGxtz48aN7Ny5s5jsBgYGiuorQ9//rUWPrr17944ajUaPuOzl5cWdO3fqVXP9T+0fw6kxNjaGs7MzGjZsKMiadnZ2+PLlC2rVqoVjx46hRo0aAkx38+ZN7N+/H5UrV8a+ffuwa9cuAEDDhg2xcuVKWFlZiXPn5eVh48aNOHDgAExNTfHgwQPk5+fDyMgIXl5e6NChA2JiYnD79m3k5+ejffv2OH/+POLi4vD69WuoVCpMmDABgwcPxtu3bxEcHIy//voLxYoVQ926dZGeno7r16/j6dOnUKlUqFWrFmJiYhAZGYkbN24gLy9P75zGxsZo166dgGvNnz8fFy9eRGBgoAxSJdFcP3/+LH5PmTJlcOPGDXz58gU+Pj569Exd/sfHjx/x22+/4ebNmwAAR0dH9O7dW3B/gALmwZMnT5CdnQ0PDw/Z90tmZ2cHCwsLtG/fHm3btoW9vb34twMHDiArKwsNGjTAixcvUK9ePdy6dQsqlQrTpk1DQkICjI2NUaVKFZQoUQLDhw+Hr6+vHgRK95mFhobi/v376Nmzp4BU5ebmIjk5GWfOnAFJqFQq5Obmws3NDampqYIdodVqERMTg1q1auH06dM4e/YsvL29sXjxYgQFBSEkJAQXL16Ev7+/aGtRUVGoW7eu3v4ePXogJycHVatWFftevHgh+DMXL14U0D2JWZSTk4MqVaqI48uVKyd+65w5cwAA/fv3x4QJE/RIylu3bsX58+exY8cOGVlaMktLSwAFnKAWLVogJSUF1tbWAAqIpdHR0Vi3bh3u37+PcuXKCXBhYcvOzsbWrVvRvHlzg//+PWZubo7Lly/D29sbRkZGePr06Ve5Gbr24sULrF69GitWrMCNGzfg5OQEX19fuLu7Q6lUQqlUwsHBQTxHQxRUQ3bv3j08f/4cv/76KyZOnIjc3FzY2dnhzZs3sLCwgFKpxLx589C5c2f8+eefyMjIQOfOnTFt2jT07t1bdq6srCzUrVsXw4YNw9KlS7F582aYmpoiMDAQderUAVDARlmzZg1UKhVq1KgBADh79iyysrIwb948tGjRQjBG9u7di/fv38PLywvFixeHnZ1dkb8jMzMTv//+O5YvX45Tp04hMjISrVq1QsOGDb/7Hks2a9YsGBkZoU+fPti/fz/q168Pkvjy5Qt+/vln9O3b9z86trB5enpiz549Mnjohg0bMGzYMPTv319GR96/fz8GDx6MGjVqYO/evRg0aBBSU1Nx4MABbNiwAdbW1qhXrx4+ffoEoAB+t2zZMhlhXNfu3buHzMxMlCxZEllZWRgwYABOnDgBHx8f9O7dG8bGxoiMjMTmzZtFP6ELW128eDG6d+8Oe3t7ODk5yfomhUIh+lQ7OzucOXMGJUqUEP/eqFEjHDhwAObm5ggNDdXrjzdv3iz+f+LEiXq06Llz5yIyMhJ+fn4YPHgwgAJuk66NHz8eP//8MywsLODp6Ym0tDRByx80aBCioqJQv359rFixAoGBgejVqxeCgoKwZMmSIp8XUDBWGBsbIzQ0FACwdetW9OjRA8HBwdixYwfy8vJQqlQp3LlzB0ZGRli/fj2aNGkCAFi6dCmWLl2Ka9euGaQp/6f2j5nUZGVl4ejRo0hJScGhQ4dw6dIlAVmrUqUKrl+/jm3btuHOnTsgCT8/P7Rq1Qr9+vWDiYmJ6DgU/yLc6pqxsTGKFy+OmTNnol69evjrr78wefJkLF26VODNHz58CHNzc1SuXBkxMTEYNGgQPn78iJs3b8LDw0M2iH/58gWzZs3C2rVr9a4nNjYWJ06cEINednY2KleujOjoaAwcOLDIc7q5uWHDhg2IiIiQTSq2bNmCgQMHIi0tTRw7btw4vHnzBgsWLMDw4cPF/k+fPuHx48eIjY3VA1+1a9cOQAHU6smTJ4IeCxRMaq5fv47g4GDk5eUZnNTk5ORgy5YtWLZsGY4ePYo6deogMTERcXFxBkmcus9DMl3IYVE4cMmkwbvwyw0UALuuXr2KzMxM9O7dG4cOHUJQUJD4dz8/P3Tt2hUzZsxAXl4exo8fj5EjR+LAgQOoXr06Xr58iczMTBw7dgyHDh2STU4iIiLg4OCA9+/f48yZM7h48SI8PT3h6upqcNJSvnx5ZGZm4ujRozh06BBSU1Ph7u4ONzc3FCtWTK8NzJ8/HwCQkZEBNzc32aTDxMQEDg4OeP36taBcS8Z/gcGk+/bDDz/g3r17WLVqFQIDAwEUQLR+/fVXFCtWDGfOnMGcOXPEfezYsSMSEhLExPHjx49YtGgR+vfvr3d/vxdMV7NmTTx79gzlypXDypUr8cMPP+gRaL98+YKnT5+iSZMmyMnJkf2bhK6fO3cuBg0ahJycHNjb26Nbt24YOnSo3sTb09MTrVq1krXdwlapUiUsX74cS5cuRW5uLrRarRgEevXqBVtbW0yZMkVIOajVamg0GvTp0wfjxo0T58nKykJcXByAAoorUEDeXbVqFZYvXy4AbVWrVoWPjw8WLlwItVoNoADs2KlTJ9y7dw9HjhzBtWvX0L17dxw/fhz5+fni3YiMjMSCBQvw/PlzLFq0CGlpaUhOToarqytWr14NLy8vVKlSBTdu3ED//v1x8uRJvH//XpCLgYKJbH5+voBG5uTkCIq47uIGKEDth4eHIyMjA+fPn4ePj89XIZwA/taxy5cvx+7du7F8+XLx7ApD4wB5H92qVSv89ttvCA0NRcmSJTFgwACUKVMGVapUgb29PRYsWACNRoORI0diy5Yt+Ouvv756DYV/b6tWrZCRkSHgetL3675LQMGErEePHhgyZMhXzzlkyBCYm5tj1KhRYp8hWQFd0yW3G5L2yMrKwps3b5Cbm4sdO3bA3d0dpUuXNkj+lX6DsbExmjdvjj59+qBixYro3r07Xrx4geTkZAAQ9PL79+9/9doqVKiAoUOHClBpUFAQFAoFHBwc0LhxY1SsWBFjxoxB6dKlhbSQJClRsmRJXL9+HSS/ubj+W/Zf9fv8L7L379/zzz//5KBBg1ihQgWamJjIQhlFmSGX97Nnz0T1RlGJmpcuXeLw4cNlCcmvX79mUlKSYObo2tu3bzlnzpyvch5u3rypd06yIK+k8Od0lXCl0MqxY8fo7e1t0P0+bdo0WZLytm3baGFhIUIvKpVKVGXoJlpKSWO6CY9KpZLnz58XCddS9UpRVph1MHz4cAGUk8qvDbnJy5Qpw2nTphUpqqZrkvrwt8zMzEyvwmv+/PkiH6hUqVK8c+cOLSwsOGfOnCKhZO/fv+fOnTvZr18/UXZe1H6pjLlZs2ZCiTw3N5cnTpzg0KFDv6vSKSoqSo9JQlKE3NatW8dDhw4VKUZnaWnJM2fOyD5rbW0teCYABONIYqyEhYWJ0mjpOCmEYmZmRktLy78Fpnv69CmHDBnCpk2bUqlUsnbt2mzYsKHYoqKiqFarqVKpaGRkJNAGZmZm9PDwEInKpqambN26NQ8ePMju3bvT0dGRPj4+XLdunUgSnz59OitXrky1Ws2YmBjOmTNHxPufPXvGGTNmMDg4mCYmJmzSpAmjoqK4Y8cO4a4/evSoyB/Jzs7mtWvXePr0aX748IF3796ls7OzEPF8//49K1WqxKpVq36zikOtVjMxMZFOTk6y/deuXaNWq+Xp06ep1WrFPahYsSJ37drFmTNnMiAggJaWlt+syCILmDH79u3jDz/8ICo6hw4dSjMzM2o0GpFPptVqaWFhwaFDh8qu59ixY7Jk0v8TVrp0aVpYWMjEcoODg8VWVEjUUCjWyspKlpyblZVFIyMjPcHK169fF9kPh4SEsHTp0jxz5gzfvHlDhULBu3fv8u3bt3z79q3sWEMCm5Lp8rP69u1La2trVqtWjb169dLjax04cICBgYEGr+ft27cMCgrSE7k0lMSsGyoy1JcWDlmVLFmSSUlJ4u/CFVpFmaWlpUiwnjp1KmvVqkWNRsNNmzbRzc2Nbdu25ZAhQ/jo0SMhpKuLV5D4X4ZEYf9TU/1nU6H//WZmZgZbW1vY2trCxsYGKpUKN27cQJkyZb6q0WFjYyN0MMLDw5GSkiJCIRUrVkTTpk0RHR2NiIgIPHv2DCkpKYiJicHRo0dhbGyMSpUqCekCCes/f/58zJgxA/Xr1xffY2VlhaNHj+L9+/cCj/78+XOx8t++fTseP34MExMTVKpUSaZt8+nTJ1SoUEF2zsmTJ6Nnz55wd3dHXl4egoKCkJeXBysrK/zxxx/YunUrgILZ+tOnT/HixQsMGTIEa9asAQCMGDECHTt2xOTJk9GpUycEBgbKVhMSNl6hUODLly9o0aIFateuDaDAg1K9enVoNBo0btwYnz9/Rrdu3Yp0o3p4eGD06NFo27YtEhMTMWXKFOTn5+OXX34ROkgWFhYYMGAA6tevL1Zro0aNwsiRI+Ho6Ahzc3MYGxvLPAVWVlYgiSdPnuDVq1cIDAwUruOizN3dHfHx8YiMjMQvv/wCoECI08nJSWDbd+zYAT8/P3h7e2PixImyz+fn5+Ps2bPCQ3j8+HFkZWXBw8MDp0+f1tvv5uaGy5cvIzU1FadOncK7d++EKGFWVhacnZ1RunRpGBkZITAwELdv34axsTHCw8NlbaCwEKlkV69eFSGwr1l+fr7efXnz5g0uXryIyMhIZGZm4v79+3j37h26d++OEydOYO3atULSwsTEBPv27ROrqTdv3qBDhw5/Sz+pWLFimDp1KoCCFejq1atlIZWoqCi0a9cOCxcuhJWVFU6dOoX9+/dj2LBh+Ouvv7B27Vr06NEDbdq0QU5ODlq0aCHuixReA+SrfZI4dOgQDh48iKlTp6Jt27b4+eefUaJECXTs2BHt27c3GJ4pWbKkkOswMTGRefbMzc2xe/duREdHQ6lU4vfff4darcbOnTv13gFALiOSnZ2NY8eOyWQZsrOzsXLlSuTm5qJSpUrIz8/HtGnT0K1bN+E5i4uLQ/fu3WFnZ4eYmBgsXrxYpv9WuXJlWVt98OABfHx8ZMd06tQJHTp0wJIlS4R37e3bt9i9ezcePXqEgwcPolevXpg5cyZatGiBsWPHis++e/cOERERWLhwIapWrSqOPXXqlLjGoo4tyho2bFjkvwEFfXNhD+z79+9x+fJlqNVqmVf2/fv3Mk+25PmpV6+e8AYePHgQ8+bNw+XLl/VCh0BBSCoyMhJ79+4Vz758+fIGx4/s7GyEhoZCrVbraQ9evHhR9rckj3L16lW989y9exedO3fWu4dAQf/WtWtXzJo1Sxb6KuxNyc3Nxfz589G8eXM4OzsLiRFd8/T0xPnz5+Hp6YmXL1/i2rVrQmIBAJ4+fSoL5xdlJIUHff/+/ahXrx7u378vxpjdu3dj3bp1cHV1xfr161GjRg0oFAqULFkSHTp0QMuWLb/aP/8n9o8JP+Xn5+PcuXN6g4irqyuio6PFtmLFCvGZz58/45dffkFQUBAqVaoEoMDleO3aNfTo0QMpKSnic5UrV4apqalBPZ60tDQ0adIEEyZMkD2g0qVLY+bMmcjIyMD69euxZ88e2TUfOHAAAwcOFGKFupOnx48fo1GjRpg0aZJBHally5YZPKeuEm6ZMmWwdu1a2b8rlUqo1Wps3rwZZ86cEfkUb968QaVKlbB161aEh4djy5YtMnexNKAePnwYpUqVws2bNxEeHg6gQKTO3NwcISEhBl9GyZYvX47s7Gxs2rRJ6ELVrVsXCoUChw4dQufOndGsWTMolUqsX78eCxYswJs3b6BUKvVCgpLp7m/fvr3IpUhOTsbz58/x8eNHaDQavY6ofPnyAAo6gLS0NDx9+lQco1KpkJCQgFmzZgnFaeDfndGZM2dEGzh27BgyMzPh5uaGkJAQmJub48WLFzh//jwyMzPh7OyMEiVKQKVS4cGDB7h//z5IihCavb09atasiSdPnuDRo0e4d++eaANRUVFiAl24DeTl5WHFihUyNXmgwGVbvHhxcc1FWXx8PN6+fYvff/9dCIE+fvwYrVu3ho2NDbZu3SpEKs+dO4eKFSvi7t278Pb2hqurK9auXYuYmBiZC/7q1auoVavW33LxS/b27VvRFiWztrbG6dOn4e/vD2tra5w8eRLh4eGIiYnBhQsXkJGRIY6VwmlTpkyBu7s7Fi5cCG9vbwwaNAihoaFYunQpgAI9qJkzZ+Knn36CjY0Nxo4di8OHD+PVq1d6mj8HDhxAjx49kJ2drdf+ypUrp/cbBg0ahJo1ayIsLAw7duzQC6WdOnUKS5YswcaNG+Hh4YEbN26gYcOGOH36NGbMmAFzc3OsX78emzdvRk5ODiIiIvD69Wtcu3YNV65ckU2kJFOr1fDx8cG1a9dkYV8pFCDl0nl4eGDevHlo0KCB+KyVlRWmTp2KSZMmCZHM/Px8xMXF4eDBg4iLi4OHhwdWr16NiRMn6uXDzJkzB4cOHcKWLVvQoEEDREdHGwxHFj4WMBwWBgoWTWq1WoTAdEUN27dvL0Ki7du3F8frGv8VZiWplxvZrFkztGrVSuyLiYnB6NGjRY5KYYuJiUHNmjWxYcMGXLx4EUqlErNnzzY42O/YsQN79uxByZIl0ahRI72B+lsq38nJydiwYQO2bt2KEiVKyN533TDMzZs3ERMTI0QfC4dkpcmphYUFrly5IhNR1rWpU6ciKSkJPXr0wMGDB/HixQvZJGv27NnYsWMH9u/f/9XrjomJgbu7O2rUqIHExERcv34de/fuRZ8+fUBS5B8qlUrMnTsXmzdvxpEjR2QpDC4uLjhx4kSR1/q37T/28fwvMwsLCyqVSrq4uLB169ZcsmSJcIsVZYmJiTJ4nmSjR48ukhlgqErF2dlZlBfqmrm5OTMyMnjnzh2DZaUS9MhQlUtR55SsqHMWtk2bNjE0NFS2r3nz5ixfvrwMV16jRg16e3uzRYsWMoR+YWvfvj1TU1O/yzWpWy1w+vRpduvWjdbW1ixZsiRr164tSludnZ25detWvez/wiWn0HGvfqs6x5A782uuzZ49e/LkyZNMTU01qIMlofX79+9PhUJBZ2dntmrViosXLxbtzNB+iVOiW8bcrFkzLlq0SEbu/Fqlk2TZ2dl8+PAhMzIy2K5dO5qamrJevXrs27evAEbWqVOHtra2MtbMxo0bxSaFY/bs2cOAgAAaGxvTy8uL3t7eNDY2ZpkyZfjw4UMqFP9Gyq9fv16GlDc1NeXMmTP1Kh4OHjyoV8mQmZnJkSNHyqrQbGxs6ODgIJACEjbAycmJc+fO5YIFC5iUlEQzMzOOGDGCSUlJ9PX15e7du4VcSGG2lKFwWoUKFfjzzz/rhU22bNlCT09PRkdHU6vV8ocffmBmZib37dvHhQsX8v379xw7diyVSiXt7Ozo7u5ODw8Puru7CxKzFDaUqpRsbW1ZpkwZ2traMiAgQFZKPGPGDAYFBdHV1ZUDBw4UoVuVSsWLFy+yT58+gmSNf5Gt+/Xrx8+fP4uQpSEdM5J0c3MTYbGvVWQNHjyYnp6ePHjwIHNzc5mbm0sbGxva2dnJ4IQkuXjxYgEtNTU15dy5cw1+940bN+ju7k6yADeh25/o2q5du7hmzRpx7Lx584pkvUiVjXZ2dkKeQ4ISmpubi5CosbExzc3Nv1rR9a1NqmIzhPogC3hGvr6+1Gg0PHfuHBUKBQ8ePCjeIV0rXrx4kZsuOsNQlZ/ErQkMDBRsnxo1atDKyorDhw+XHbty5UpBpzcyMhIU7sJ0+tq1azMgIKBIpldeXh5HjRrF0qVLMy4uTu/ZNW3a9Luo86mpqQwJCaGlpaWsX23WrBmrVKkiSMgkuWjRIg4aNIgKhYKDBg3iuHHjOG7cOBmC5L9h/5hJzcKFCwXs7nvN0tLSoGbG7du3aWlpafAzumXekpaOSqXixo0b9XgTVlZWPHnyJK9fv25wElAYeqRruswbQ3bq1CmqVCoOHTqUM2fOZJMmTRgbG8tt27aRJA8cOMDSpUvT1NSU3bp149WrV8XLaG5uLoNrkQWaIk5OTlSr1bSzs+OYMWOK1F/6888/v0ubozDfxtPTk6NHjxaaSNK5JaGzxYsXi3uYnp7OAwcOUK1WG5zAfC0W/j35SoUtLCyMycnJ/Pjxo0EdLAC0trZmQECAQTwAST1cOEm9Mub/xG7fvs0qVaoY5IsUnlh8rSRXOl538FAoCiQGKlSowFGjRolnosuJgYFYvfS3lAOVnJxMLy8vNmrUiCNGjBAAyBYtWtDW1pYdO3bkrFmzOHv2bNra2rJv376cPXs29+7dS2tra86fP1+WOyJh9iVgYadOnVixYkWuWbOGtWrVYmhoqGAVHT58mFqtVq8T1mg0TE5OpoWFBcmCd6Zz584id0wqNU9PT2dAQIBgK6WlpdHJyYk1a9Zk165dxfkGDx7MTp06MTc3V0yOR48ezXLlyjEiIqLICbQE5CtMPZZKrV+/fs2srCxGREQIvs2uXbuYn58v+CBFTWqGDx9OADx16hQtLCx49OhRrlmzhg4ODpwzZ444Ljs7m82bNxcTAgmqZmRkxObNm3PSpEmcNGkSW7RoQY1Gw65duxIAW7ZsKdN+0rU7d+6Ifk2XG1PYQkJCuHjxYmo0Gl6+fJlqtZr16tWjiYkJS5YsyW3btnHbtm3s37+/kArRBd7FxMTIqLW3b99m5cqV9UQgyQIQXVGTFMkePHgg8hytrKy4ZMkS9u3bl4sWLZIdVzg3RfcdKKqEuTBaoPAGQJCOJfP39+eiRYsEg0gSgxw1ahR79uwpO7+Pjw+tra1JFkyK+/XrZ5BOv2DBAjFRWrt27Tf19AqbQqEQBH7JpHzS77FPnz4xMzOTN2/e5JcvX/jrr7/SyMhISH4EBwezdOnSQrbh/5/U/BcsNzeXdnZ2nDdvnt6/LV++nI6Ojt88h6SlY2FhIXSJdPV4oqKiOGTIEK5atYr+/v6yz44bN479+/fXSzz9+PEjx40bx4CAAK5evdrg96amptLCwkKsEiUlXAkSN2nSJNra2tLV1VUkk0pcG92XU5feaGgANPQC5+fns3LlynowLEOmUPyb9FkUb+FrrINevXrJiKOTJ0/m0qVLSZLjx48XgpVLly7Vg7E1a9aMEydO/GYnU6dOHTGA6r5cHTp04I8//ijOJ62oHRwcaGVlxS5duggI2f9pi4iIYLVq1WSqwA4ODty6daveSszQBPDXX3+lt7c3p02bxsuXL/Onn35iWFgYLSwsmJiYyDVr1hhU51YoCmCDDRo04JkzZ8T5bty4wTZt2sgkKExMTBgfH0+tVssaNWqI1ZeVlRW7du3KJk2aiGs0pEAcGRnJ5s2by7Sftm/fzpIlS3LTpk189uwZY2NjaWpqKr7X0MTt8ePH4ntCQkJYrFgxNmjQgEFBQbS3t2fPnj1Zt25dGYwtPj6ebdq0YXZ2tvhuW1tboXYumb29vd7ENTc3l6tXr6a1tbWe+KO09enThx4eHnRycmL79u2F1pFKpaKJiYnMK/rgwQOOGzeOxYsXZ7FixcTE48yZM3oE73fv3vHWrVsieVq6FxqNxqAHmiyYEGzYsIHbt29nenq68MIVfu8LT5wNDeSbNm0SXghvb29u2bLF4HeamZlxwYIF9PLy4pgxY9ikSRPGxMRwypQpMmx+8+bN6e3tLd75VatWsXjx4ixfvjxbtGghO6dSWSAE26hRI7F4WblyJR8/fvzNgbdKlSpCIyoiIoImJiasVKkS7e3tOW7cOHFceno6u3btyvDwcKanp1OhUPDcuXNFcptIFkkubtWqFVu1akUAbNy4MVu1aiWeoVar5cyZM+ns7EyNRkMfHx9++vSJt2/flol7fvz4kUqlku3atRP3oCg6/bf62dOnT4tJ9rt37xgdHS3zrEvitbq0YHNzc6ExZWiTLCsrix07dhTSIGlpafTw8GClSpU4ZcoUPV2uwsT5/6n9XzOp6du3r1jJ5ebmsnLlyuIhN2rUSADIpFXClClTZJ9/+fJlkS/L8OHD6erqyr59+8qqVCTokY2NjayaIDc3V6yQN27caPB7hg8fTg8PD5kQp2RVq1alhYUFhw8fToVCIbSI5s+fTwCsW7cumzZtKstmNzc35+HDh5mens4aNWrQ1dVVVh3x6NEjRkZGsmHDhrx79y6trKxYsWJFrl+/XkgTrFu3jhUqVKCVldVXQ2PSi2AIoS3dH10YVkpKCs3MzBgYGMiOHTuyY8eO4gU/cuQISQq3ZUhIiNBqkYQVT506xeLFi8tgbubm5jQyMqKJiYlsk15yaVIjrc6bNWsmc9/v3r1bb6VCkuvWreOmTZtYv359GhsbMzg4mDNnztTTP/lvmqmpqZ7XbsaMGezRo8d3aS9VqFBBABx/+eUXKhQK+vn50dvbmwA4cOBAbtmyhd7e3n/rujIzM8XAnZmZyfDwcM6cOZPkv0MhxYsX57p162TgNWdnZ0F2lhSIrays+Oeff9LCwkJUrmRkZPDw4cOyBUGpUqXYrFkzXr9+XSiJv337llevXmVoaKgg/np7ewvhUzs7OwKQ0XgtLS1Fm9T9W7ruwYMHi2ogyaytrQ2C4IyNjYX3xxAF2dDkq2TJkjQyMqK/v3+RAqF79+41ONko7G1TKpWMj49njRo1GBUVxfr16391Ik8WwAal0EBRsMWEhAT6+/vz5s2begP5x48fGRISwt69e5MsWICEhIQYpFXb2NjQx8eHvXv3ZuXKlblo0SJqNBoePHhQdn8tLS2FvhZZADCUKsAKe7SliZyuGrdSqeS5c+doamrKc+fOMSoqyqC3VurbLl26xA4dOgiv3Z9//ikmabm5uTIwnSHr37+/8MIWDlcX3ooKtekSnydOnMiSJUvSysqK7u7uTExMpJmZGf/44w9OnTqV7u7uVCqVok9UKBQCGCjR6XXt3r17sgiBbnhf14v+7NkzcQ3SPknKRldjaubMmbSxsaGJiQknTZrEpKQk4fHTarXifVKr1TQyMqKFhQXNzMyYlpZGCwsLLly4kKVLl6ZCoZCNCwqFQsguGJok/V37x1Y/Fbbk5GQBXtq+fTvu37+PW7duYdiwYdi3bx9SUlIAFCSaJSUloXPnzrLPZ2dni+Q1QF6pdODAATx+/BhJSUlwcXFBREQEkpKScPPmTSiVSrx58wa//PILdu/eDaAgq54kunfvjqZNm8q+JzU1Fba2thg6dCi2bt0KX19ftGnTRlSz3Lx5E0ePHoWPjw+GDh2KyZMniyTnunXromfPnhg3bhxatGiBMWPGyM7t5uYGT09PLFu2DDVr1sSuXbsEBOrhw4cICQnBmjVrYG9vj/3796N9+/Zo0aKFSMYjiaCgIOzbtw8+Pj5F3uvZs2eDJDp27Ihx48bJEutMTExQvHhxcc1AAW/j9u3bmD9/voD8SRUgVatWxcmTJzFv3jwYGRmhWLFi6N+/P9LS0uDr6wsAcHBwwJMnT7Bo0SIBIxw7dixGjhyJhQsXiu/ZsGEDMjMz0b59e8GGcHJyQu3atUWFQG5uLq5evQqVSiVLRN26dStGjx6NmzdvIjs7G3Xr1sUvv/yCYcOGYeDAgRg+fDiaN2+OadOmwdnZuch7859YUFAQXr58icaNG8v2Hzx4ELt27UJwcLAsMfHTp0/o0KGDSCC+dOkSjhw5glu3bmHRokUYM2YMxowZg5s3b6JkyZL45Zdf0LNnTzx58uRvXdeTJ0/w5MkTVKtWDVqtFleuXNFLTJ8wYQJWrlyJFy9eiH2NGzdGq1at4Ovri1evXqF27dowNjbGzZs34ePjg8zMTGRkZCA+Ph7btm3Dw4cPxWfv3LmD5ORkvfZnZWWF1NRU7N+/X7ShwMBAVKpUCb/99hs2bdoEoCApsVKlSoIJA0DwRVxdXdGrVy8ABUUEy5YtQ25urqig8/b2RosWLVCxYkVMmjQJAHD69GmQRK1atTBz5szvum8S42jZsmU4d+4cGjRogJYtW2LChAmyaqmwsDCkpKTgw4cP2Lt3L3bt2oW0tDSDlW8rVqzQS3QGCt7rz58/i3cFACZNmoQJEyYgNzcXMTExWL9+vcHPTps2DWXLlkXNmjXRq1cv+Pv749KlS7h58ybmz5+PvLw8Ubk5cuRIbN68GX5+fuJYoKC/+vTpEx4+fAitVoszZ85g/fr1mDFjBhYuXAg3Nzfxffn5+YKzAgCvXr2CVqvFiRMnkJOTg23btmHp0qXIysoCSdja2uLTp0+oUaMG3NzckJ+fjyZNmsDFxQW9evWCi4sL/vjjD3F+ibWVm5uLatWqYfr06Xj//j2ioqLQp08fmJubiwILCcY3aNAgBAUFYffu3XpJuRcvXsSXL1/E/3/NDh06BJKIiYnBpk2bBBcIAGbOnAk/Pz+MGDEC1tbWGDBgAFQqlUhub9SoERQKBWJjYxEQEICbN2+iatWqMDMzw5gxY/D8+XNs3rxZFG6kp6dj3759uHTpEqysrAQXBoCAvJLEtWvX8PjxY+zevdsgn40kEhISxN9NmjTB+PHjYWFhgRYtWkCtVsPS0hIHDhzAtWvXRCL5gAED0L17d/j4+Ij3qVmzZnj27BnS0tJk3J3/E/aPqX76lmk0Gty9exdubm7o0qULTE1NMXv2bNy/fx+lSpUS5Y9FkVqPHDmC9PR0g5VKUVFRqFChAnbu3Ink5GS8efMGQEH1RosWLdC4cWNs374dd+/exd69e2FkZIQvX77A0tJSlr2fl5eHzMxMdOvWDfPnz8e7d+8wbNgwrF+/XnbOT58+Yffu3YiMjIRCocCZM2dQoUIF7Nu3D7GxsUhLS0NQUBBu374tOojNmzcjLi5OlDamp6fD19dXZMv7+fnhzJkzWLhwIZ49e4bbt2/D29sbnTt3hkqlQnR0NPz8/PD+/XtERERApZLPh3Nzc3HixAlZqeHhw4dRuXJlvWO/x0xNTQVkcMiQIXjy5AlOnjyJxMREzJw5E1++fMHu3bsRHh6O1atXY8yYMbh37574/KlTpxAXF4e3b9+KfQ4ODjh27Bg8PDxEZYqFhQWSk5PRqlUrfPr0Cba2tmJwNzIywsOHD9G8eXNcvXoVnTt3RtWqVbFz506sW7cOZmZmSEhIQGJiIh49eoRx48YJ6N5/0w4ePIiRI0fCysoKNjY2ekAy3QnNnTt3cPLkSZiamsLOzg4KhQJ//fUXjI2N4eDggKdPn+LGjRtwdXVF586dcenSJdy4cQMbNmxAv379cPToUWzbtu2rlRWvXr1C8+bNcejQISgUCty5cwfe3t4wMzNDgwYN8Pvvv4tKnCZNmuDWrVv4/PmzmHyRxPPnz/Hlyxfs2bMHZcqUQa1ateDo6IioqCicPn0aly9fxuPHj+Hm5gaSOH36NICCaovBgwcLsN1/w3744QdYWVnh119/hYWFBS5fvoyEhARcuXIFGo1GEG5J4uHDh3j06JEYzJydnREXF4cLFy5gwoQJMuqtZF+rCNSt7Ctceq4oBHgDCiphypYtK/7OysrC1KlT9argJPP09ETTpk3Rs2dPcS0fPnyAVquFkZERPn78KCoiC9vatWvx/PlzLFy4EBcvXpTB52JjYzF//nwZDC4jIwPdu3fHnj17ZMdWq1YNCoUCr169Qp8+fZCYmIht27ahcePGsLa2FqXcGzduxIcPH7B8+XIkJCRgwYIF6NGjhzi/NPAaGxvjy5cvKF++PPLy8nD37l18/vwZX758gYmJCTQaDTIzM2FmZibglAqFQpRah4WFISQkBLt27cKbN29w6tQpZGdnY+bMmdi6dStiYmIEuHXs2LG4cuWKbNCX+mxDANBvIUNycnJgbGwsowzn5+cjPz9f9JPr1q3DiRMn4OrqiqpVq0KlUsHX1xc2NjYy8nHbtm2xf/9+ODg4iL783r17gqTMf1VZSm0J+He1qO5v0Wq1yMvLQ05ODp49ewYHBwc8e/YMLi4ust9obm6OS5cu6S0o7t69i9KlSwsch6mpKa5evQpvb2/RD6xfvx7Tp09HZmYmpkyZ8rerw/6O/V8zqfH09MTixYtRvXp1eHl5YcGCBahbt66oz7e0tARJPH78GM7Oznjy5ImscSqVSpiamiIrKwvGxsZQqVRQqVSylwUoaCwvX74ESTg4OOg18JUrVwovRuHyQBMTE9jZ2eHBgwdIS0vDoEGDYGtri/Pnz8PY2BhOTk5wcHBA586d8erVK2zYsAEmJiZo2bIlTE1NsW3bNrx+/RoJCQn4/fffUbduXTGpWbFiBW7fvg17e3t07NgRTZs2RUJCglhBjx8/HitXrsT48ePRuXNn0SjXr1+P2bNn4+TJkwAME4WBgoHO0dFR9hIYQmgvX74cQUFBGDt2rMzzJVlWVhbWr1+Pvn37Ys2aNYiPj0eZMmXw448/4smTJ5g6dSqysrJQtmxZlC5dGhUqVMDgwYMxYMAADBs2TJynXLlysLS0lK1qbWxssHDhQixcuFDsr1OnDszNzbFv3z58+PABYWFhGDJkCHr37o0HDx4gICAAiYmJyMvLw5o1a3Dr1i3UqVMHnTp1Qp06daBUKpGTk4P79++L8trc3FwAEPulkm7JPn/+LEo2pZVLWloakpKS4OjoiI0bN+L69ev4/PkzBg0aJHgbhduSoYHP3d0d3bp1w7Bhw8QgeeLECTRo0ABKpRIvXrxA1apVcevWLeTl5WHHjh2oWbMmxo4di1u3buG3336Dt7c3bt68iZCQEKSnp4MkypYti4MHDwIoWPE+f/4cS5YsQWBgoCgjbtq0Kf7880/cu3cPfn5+uHDhAqZMmYItW7agVKlSiIqK0nvekjfx3Llz+PDhA6Kjo/H8+XO0a9cOR44cgVKpxLhx41CzZk1xv0aOHClKta9fv463b98KNlTJkiWxatUqjBkzBllZWYiOjka1atXw5s0bvQF/9OjRAIBHjx4hNjYWJHHnzh2UK1cON27cgKOjI44fP26QQCyVJFtaWsomI7rPSOpa//zzT70JolRaffjwYQAFiwJDk3/pdxVlLVu2xOHDh9G2bVshB6JrkyZNEhNHAIiNjcVff/2FgQMHAijwDM+aNeurA7H0WxQKBU6dOiUG2KLszZs3uHv3Lkh+9dj79+9j0aJFuH37NoCCCWJKSgru3Lkj+i3Jg7xt2zaZV6dDhw5ISkqSTRiVSqXAEGg0Gty4ccMggTclJQXx8fF4//49OnTogGXLlgEAhg8fjps3bwqeVv369WFkZIQlS5bAy8sLZ86cwatXrzBgwADMmDFDxtzp2LEjkpKS9GjaOTk5+PPPP/UYPDk5OWjbtq1eu/gWdVnX0tLSUK5cOfj7+2PAgAHw9/dH+/btoVKp8OXLF9y/fx/169fH3r17cebMGXh7e+PMmTNwcHCAl5cXzp49CxcXFzg6OsLa2hpZWVmwsrISE7i3b9/Knt27d++gVqsFTRsoGA9GjRqF5cuXC892tWrVUKdOHYwYMQKmpqa4fPkyYmJi8OrVK+Tm5qJYsWKy36FQKGQL0v+x/ceBq//FtmrVKkZERNDZ2VnEgaUkw4CAAHp4ePDz58+8ffs2fX19ZVUh0IlfF44ltmjRgklJSUxKSmKLFi1oY2PDn3/++T+6RkOCmKmpqXRwcKCPjw9VKpXI7xgxYgTbtm0rjnv79i1r1KhBa2trUSEixSWrVq3KqKgo2tnZ0cnJiVFRUYyOjhaxTbIgnvrDDz+wbt264pwlSpQQsX3d3JIbN26IbHtSnvyra7du3RJVJpKVL19eJEVKSsYtW7akj48P+/bty4yMDFarVo3m5uasUaMGMzIy6OfnJ0twq1u3Lk1NTfny5Uvm5+ezcePGsvwEY2NjjhkzRuSWSLFwACKRWLJevXpRpVLRy8uLR48e5dGjRzlgwAAqFAoWL16cAFijRg0GBgYKeq2UUOjj48PJkyeL+D2pnxB348YNrlixgl27dmX58uVliXJ5eXkMCwujpaWl2JeSkkKVSsXAwECRWJuamkozMzOamZmJNpCSksI2bdqwVq1aBstXdc3W1tYgyuD9+/dcsGABATA0NJTVq1cXpesmJibs2LEjixUrxrCwMPbv31+0AUOVFcWKFRMJyoXbikqlokqlElU2SqWSbdq00av8uXv3Lnv16sXq1auzevXq7N27t14FhCSMCeiX9UvtQ/qvlLNw+fJlqlQqdurUic2aNSMAmpmZsVSpUqLaQlJ217UvX75w9erVHDRoELt3706VSlVkiXJhM/RM1q5dyxIlSujl2Uj9zH/LrKyseOzYMb39GzduZLNmzahQKBgcHCzKy01NTUUOHlmQT1O4PP6/befPn+fly5fF33/88Qfj4+M5bNgwZmdny47Nz8/n3r17OWfOHM6ZM0dWzJCfn//VHDJdxXM3N7evVkclJyfTxcVF9m+SqKdkukLIlpaWIklcqizVNd18FF178eKFoIuT5PPnz1m3bt0i82syMzO5dOlSzps3z2BlbmHbsmULfXx89JK7g4ODeebMmSJJygodZIPU5ygUCg4ePJgTJkzg4MGDZWPgihUrmJiYSKVSyXr16nHChAmcMGGCyFVbvny5OLdE3zYyMqJGo2Hfvn1Zs2ZNmpmZ8dy5c9/8Tf9T+8fl1CxYsACjR49Gv379MGnSJLGKbdGiBR4+fIhOnTqhWbNmUKvVAtY2atQoNG7cWLZa+fLlCywsLFCiRAn88MMPGD9+vIgPAgXusnnz5mH//v1FAqe+Zl5eXno5DD169EDjxo0xfPhwBAcHi/116tRBq1atxN9WVlbYt28fjh8/jtTUVGRmZqJs2bJCEA8oiOHWqFEDbdq0waBBg9C6dWs0bNgQwcHByM/Px4YNGxAbG4uOHTsCKAhHLVq0CL/99pvsmvLz8/HlyxeRz6FQKNC+fXuZuzovLw+XL19GRESE7LO3b98WwLqNGzciMjISa9euxfHjx9GiRQv89ddfyMnJwcKFC8X1+Pr64siRI/jw4QNiY2Nx+vRpbNq0SZBmQ0JCEBwcjPr162Px4sVYsmQJZs2aJYjJknu2S5cu2L59O2bPno1+/frhw4cPOHfuHNzc3PD582cRJnN2dsaYMWOgVCoxevRo5Ofno3HjxujZsyf8/PwQHh6O3NxctG7dWqyGJRs2bBhSU1ORkpKCuLg4mJiYICEhAcnJybh27ZrYDxQI0aWnp8Pa2lqELoYOHYqWLVvizp07wmv1448/olGjRjh06JAQeYuMjISxsTFatWolVu5FublVKhViYmIQFRWF9u3bC2iihYUFunXrhnXr1gnvzrVr1wAAERERuHfvHl6+fCnAfSqVCp8+fYK5uTlGjx4tvFKtWrVCVlYWPnz4INzNkmVmZsLS0hIXL14U2lplypSBr68vzp8/jxs3bgAoWPH9+OOPKF26NMLCwpCRkYETJ07g119/xfbt24VXZsqUKbh58yacnZ0NejGaNm2KChUqYOnSpWKF++uvvyIsLAyLFy8WWk8XL178JoxQpVLJxA7PnDmDv/76S+hiSSZB0gyF53QhafXr10dISAhOnTplcJUv2fLly2Fubo5mzZrJzrVx40Z8/PhRltNgyGxsbGT5GUAB6G7EiBFo3749SMLT0xM5OTk4c+YMsrOzZe/p8+fPYWRkJMLvwcHBaNCgQZFCpv+Jde3aFUOHDkVoaCju3buHFi1aoFGjRli3bh1u3LiBJk2a6HnRdAm/q1atwvTp03Hnzh0ABaHyQYMGITAwUO9Z5OTkICMjA1qtFu3bt8fgwYORmJgoPOL8l85QaGioIMdLVhj+JunYAYC9vT3++usv+Pv7w9PTU2irvX//XmgqffjwQQbNy8vLw59//inz9PXr1w9v377F6dOnUa1aNfj4+ODOnTtCKLVs2bLid2q1WuzatQvVqlXDly9fMHHiRFy4cAHh4eEYOnQo2rRpgw0bNohrHzBgAHr37o39+/cjJiZGfKdWq8W7d++wc+dO2e/TPUa6Nz/99JMsZKXb/hISEtC5c2fMmTNH5CoqFAp07twZ79+/F2K7eXl5iIiIwPnz51GiRAns3bsXZcuWxcmTJ4XX/v+o/R+fNv2/bIGBgaK0UHcVeeXKFdrZ2cmONVRV8vHjR71yNDMzM7Zp00avIurOnTt6Geffa4ay4aFT4aB77enp6VSr1STJnJwcGhkZ8cqVK9/8jvnz54vyV0tLS6HhA4BBQUEynR0rKyuWK1eODRs2lH33uHHjWKVKFVGaqFAo+MMPP8jKFbt06cLJkyfraWZZWFiI1UaNGjU4e/ZskhSraTMzM+7du5dkAbhNoVDwxIkT4vOXLl2SPTND4KrTp0+ze/fudHNzY+3atdm3b19Rap2amkpbW1smJSUxPDyckZGRolpBKqfUNaVSybt37/Ldu3d8+vQp1Wo1U1NT+e7dO5qbm/Py5cuyz3h4ePDkyZMk5W3NxcVFpoOVlpbGEiVKcOXKlULbRmpX+/btE2CxtLQ0WlpaMiUlhWq1WuxLTU3lrl27aGxsLFZWHTt2pIWFBcuVK8e+ffvyxx9/ZNWqVWlpaUlPT0/a2NgQABs0aMD+/fuzffv2rF69OidMmCCgV9ImWbFixYR3IjAwkFu3bmV6ejq9vLzEiiwtLY21a9dmhQoV2LVrV6HzlZeXx2bNmslKt8mCyoro6GgqFApR1QCAHh4efP78OWfPns2YmBiS5JAhQ/Q8KNWrVzeIXZBMrVaL8vCPHz+ycuXKnDhxIsmC9nf48GE9ICBJPW5H4W3MmDH08vLiyJEj+ddff/Hdu3ecNm0azc3N2aVLF5qYmLBr164ySJoEBkxNTaW1tbWAHX5tle/r68uDBw/qXV9KSgr9/PyK/N2SrV69mk2bNpUBG/39/bl27VqSBZVZJUqU4KpVqxgcHExzc3PhNbtz5w4dHR2pVCplnhxfX18uWbJEQBB1t//EDOkDbdu2jaampsKTplQqDWrNTZw4kQqFgi1bthTPZtCgQTQxMaGRkZHg3dSrV48eHh5UKBQ0NTVlzZo1BY9H4nJJFZwajYZmZmZfreAkC0q/pbGkZcuWjIuL47Fjx9iuXTuhI1i4H9ftw6W+VrcySKFQ0MLCgjY2NlSpVCxdujTXrFnDihUrUqvVsm7dunz69CmfP3/OJk2aCKDejz/+SAcHB3bq1Ine3t5s0KAB/f39uW7dOm7YsIGhoaFs1aqV8C7rtmVTU1P++uuvwgMs6bRptVoCoImJiahK1S1ZL6psnfw3bFChUNDd3V387enpSUtLS1apUoWnTp2Sfebhw4ecP38+hwwZolcd9t+0f9ykRqPRiIehO9Dcvn2bJiYmnDZtGgcMGMD+/fuzWLFibN68ueym9unTh+XKlRMuNKnGvn379nouxxkzZtDDw+Or1yO5OwuXOkpl0tJ29uxZWlhYsHjx4ty0aZPs2vfu3SuD3Xl5eRVJiixsDx484M8//8zu3buze/fu/Pnnn+nu7q7njvzjjz9oZWXFqVOn0tTUlNOnT2enTp1oYmIiJh5kAan3e2Fy0dHRbNeuHVetWkVjY2PeuXNHdPgqlYoAxARkxIgRNDIyEh1NamqqmOhIA7lSqRRET10r7OLVtRMnTtDMzIwxMTH8+PGj7N+eP3/O7du3c8+ePaLMvjBw7muwO61WK56R7vPSaDRiIJX2azQa/vnnn7S0tBT7XF1duWbNGpqZmYl9Dg4OnDFjBr29vcU+3U7SUOepVqvZrl07fvr0idWrVycABgQE0NPTk+bm5vTz8xOd19fCMPHx8aJEdMCAAfTx8WFgYCBtbW0ZHR0trufKlSu0sbERzJimTZsKYUld8nL//v3p5+fHYsWKsUuXLly2bBlfvXpFExMThoSEsEWLFqxQoYIARt66dUtM3iX7448/WKJECY4fP57jx49ncnKyED8lCyaW+/bt44wZM+jo6EitVivCqB07duTIkSMNlod+rexa9/kX1QZ0n/ePP/5IT0/PIgc3b29vMXG5e/eurIxZrVbz/v37smv7+PGjDNiZnp7OWbNmcc+ePST/LfpKGhaB1A052dvbs169erS2tqa3t7csRFy7dm3a2tpy9OjRYt/BgweLFBHVJeP+HTO0uPH19WXHjh2pVqtZv379IsP4xYsXZ+vWrdmwYUPZfjc3N8FwkZ5FlSpV6OfnJxg9Z8+eZXBwsB5vx8PDg6VKlfrmwnD37t2CA3Pnzh36+/sLdtOBAwdIFkw+Dx06RIVCwc2bN3Po0KHcu3cvU1JSOHLkSM6aNUsWwtFoNJw+fTpXrFhBpVIp3rcLFy4QQJGLOg8PD+7cuZMkBZvozz//FMempKTQ1dX1m+1aapOS3b59m9WrV+fu3btlJd9F2d27dzlixAi2bNmSz549Y1RUFDds2MCrV6+KYywtLfW4M/v376epqSlDQkKoUqlYqlQp8R79HRHc77F/3KQmMDBQsCR0O5569eqJzj4yMpJRUVEsVaoULS0tWbp0ab58+ZLv3r2ju7s79+/fL1bnaWlpXL58ufDcSLFEiSSsG0vUtYcPHzIvL495eXk0Njb+rvhoYmIiw8PDWbVqVbECzsjIYJkyZdi3b19xziVLlrBOnTpCZuC/ZUeOHGGNGjXo4OBArVbLypUrc9OmTdyzZw9Xr17NlStXyrZvmSGEdvXq1VmmTBm2bNlSNqk5fvy47O/Cqx3dTaFQCE/L69evuXLlSjo7O4tBWnfTarU0MjKiWq2mVqsVm6+vr1DiBgoUqVesWEFXV1d6eHiwf//+3LNnj8iR6N+/P21tbdm8eXNB6AwKCmLnzp25detWmTK5i4sLAwICSP5bsbxs2bKsWbMmY2NjRbsaMGAAPTw8WLFiRaGsXq9ePZqamnLUqFHis4sXL6ZarWb16tV5+fJlXr58mVqtliVKlOC6desEPG/AgAG0tLQUg+GNGzdobm5ODw8PPTihIZO8QmQBg6Zr1640MjJizZo1mZ6eLnufUlNTqVKp2KxZM9auXZsjRoxgREQELS0taWZmxrJly7Js2bJiJR4WFiZW4U5OTpw8ebJYmUsE2PXr1wuUPklevXpVKPuWKlWKxYoVE5M4yesXFRVFY2NjOjg4sEqVKrSzsxN5GpMnT6aFhQXt7Ow4Y8YMJiUlcfr06QwLCxOkXun39OrVS+aJNZQno1aruW7dOqakpNDBwUEsLOrXr0+VSsWzZ88K76Ofnx9dXFy4Y8cOscpfunQp69evL1b5f/zxB7VaLZs2bSrLLalZsya7detGV1dXvnnzhsWKFaOrqytVKhU1Go2YOElo/DFjxsgIxtbW1uzatSvHjh3LcuXKceHChSTJPXv2yCZ4pqamslwXkoyMjGTjxo1pamoqnveDBw9YrVo1McD/XTO0uDE1NeXatWvp6en5VYkFtVrN3bt3y9oFWbCgMDExIVmQR3b58mVqNBru2LFDT/E8OTmZJiYmXL9+PS9evChytZRKJTUajR4fZcqUKXzz5o3B63n16pXI29HlYrVv317Pi2zIypcvL5hR+Ffe36NHjzh48GAC4KJFi4SHZeXKlVQoCsjrRkZGXLZsmfg3jUYjG1P++uuvIhd237KzZ8/qwWF15XXS09N57do1wRWS4Jo3b96kt7c3+/fvL/PQtmvXTm+SWqFCBTF5ltqVs7Mzo6OjZfl6/w37x01qFi9eTFdXV65bt45mZmb8/fffOXHiRAJgt27dZMcWTt772mps9erVVKlUYrBs1aqVnntN13Sl6IOCgkSY4mv29u1bRkRECFe/u7s7jY2NWa1aNWZmZopzli5dmubm5lSr1fTz89MbyP9btm3bNgEVkwYgS0tLGWK9cAjtW2Zpaclr164xJyeH+BeGvX///kxMTCQAsdJPTEwU7tSvgaukwWnixIkGEfW6UgdVqlShWq2mm5sb3dzc6O/vz1KlSolkVD8/vyJBW99azesmxGk0GiFPIe0vVaoUAbBXr17CE9ahQwdx/VJirUKhEBIcUhtQ/As6qOshc3R05MCBA1mhQgWSFPA8KysrsYK9du0a7e3tZW3x75pEyn38+LHsfTh69KgedXvWrFls3LixLEQnJYHPnj2bWVlZjI+PZ4kSJWhhYUETExNqtVouXryYU6ZMobW1NcePHy8+K03wzczMOHjwYFpZWbF+/foiMb5z584MDAxkQECAcOtv3rxZfL548eLUaDS0srIS7nHpe52dnWXJ83/88YeeJ7aweXl58cKFCyQpmyzY2toKD4iFhQVv3brF3bt3c+jQoaxcubJY5QOghYUFDxw4ILx3gYGBVKlUbNy4sdBksrS0pLOzMwcMGMDFixezZMmSHDJkCC0tLVmsWDHhuZwzZw5NTU3Zq1cv2XUmJiaKRcS8efPEQGRtbc2OHTuK42xsbAQEUTIrKyuuXbuWNjY2tLKyEpONU6dO0d/f32Bb+lYoLykpiZ6enjQ1NRXX1ahRI8bGxrJly5ZflVgIDg7mjz/+qCczY2lpKWjPoaGhXLt2LR0dHTlr1iw9iZvdu3fL2qqu58TQ9r3vS+Hii68BOPPz83ngwAEOGDBAaGkpFAra2tqKyZW0YCvcx+j2NYbSE8h/w/L+ji1cuJBNmjRhXFwcTU1NuXTpUnbr1k0mr9O5c2fRz2q1Wo4aNYrkvycmLi4uenDNCRMm0Nramk2aNOHkyZOZlJREtVrNUaNGMSkpidbW1rx69SonTZrE+vXrfzPa8XftH5co3KlTJ2i1WowcORIfP35Eq1at4OLiAisrK/z444+yYw1BrPr06YOoqCg0btwY9erVE8mYEicjPT1d/HfXrl1FXgd1KuWnTp2KQYMGYcGCBQgJCQGgr1JLEk+ePIG7uztKlCiBH3/8US8BWDpn4fLA/6adO3dOJHSOHDkSHTt2xOTJkwXfpnbt2njw4AF69eplsIS0sL19+xbJycmiRF2tVgsolFKpxL179/DkyRO8efMGarUa9+/fl31eYkVQB1xlZmYmEpVNTEzg6ekplKYLmy6AsFOnToiKisKECRNgZ2eHPXv2ICgoCMOHD8fUqVPx008/IT4+3uB5CicySpaWloapU6ciNTVVJMSdOXMGpqammDp1KkJDQ8X+fv364bfffoOZmRlGjx6NsmXLYteuXQgICNBLrD127BguX76MzMxMjBo1Chs3bpTxT3r37o1Jkybhy5cvWLNmDV68eIGMjAwolUqhIL1nzx6ULl0aHh4e2Lt3L7p16/bVZ2XIatWqhXHjxuGPP/6AqakpFAoFMjMzMXz4cHh4eCAxMRFAASBwxowZOHDggKzMNiYmBn/99RemTJmCvn37YvTo0YiJiYGjoyMeP36MT58+oXPnznB1dcXYsWNlvIpLly6ha9euyMnJwcaNG7Fq1So0aNAAW7ZsQePGjZGbm4tr165BoVDg3bt3MDc3lyW43r9/H69fv4a5ublIxPb09MT69esRHh4ukkCBguTl69evo1OnTrJnnZubi+HDhyMnJwelS5fG4sWL0a1bN3To0AH9+/dHcnIyXr9+LRJ9bWxs8OLFC8TGxsLPzw9JSUnw8fHBzZs3YWlpiQsXLsDHxwfTpk1DtWrVsH37dtSuXRubN28W7KQvX74gNjYWkydPRps2bdC4cWMsWrQIP//8M3r37i2SokuWLInBgwdjw4YNmDt3rrjmX3/9VfyGnj17ws7OTpT1d+3aVRxXr149dOnSBUuXLkXFihUBFCR+jhkzBg0aNMCJEyfw4MEDBAYGwsrKCg8fPtRjJAH6/VFhkJtuHyG9j3Xr1sW4ceOQkJAAa2trLFu2TMDjgAKA5+bNmzFu3Dg0b94carUaEyZMAAAcP34cHz58EMULzZo1Q9++feHg4ICBAweibNmyAth4/PhxDBo0CC1bthTn/lbytW5ByNesUqVKaNiwIcqVKweS6NOnD7RaLbKzs3H69GmBuahQoQLS09Nx4sQJAICjo6MoVGjUqBE+f/4MCwsLLFu2DG3atBFJzR8/fsTixYuRl5cHpVIpUx1v2bIlDhw4gKtXr+LFixcGE+n5L66Sh4cHAGDbtm3i35KTk/H777/DxcUFjx49gkKhwNixYwUbrWvXrjh9+jTq16+PVatWITAwEBUqVBAJ0pL17NkTGzdulME1ly5dCmtra5w/fx7nz58HUNCmly5dCrVaDWdnZ6SlpeHs2bM4ePAgPn78iNjYWD2+k1Ra/7ftvzpF+l9mWVlZIkY4bdo09u3b95ufOXr0KM3NzWWr7Jo1a4oV0fDhwzls2DD26NGDFhYWjImJMVjmrTuTNuTuhIGYvRTv1Y2r6lrh2fl/0x4+fMgqVaroJXSWK1dOxO+la7h48eJ3nTM1NZX29vayEvXExET6+fmxdevWBkNsX7Nbt25x+vTpMr2Yv2O6Aqa68ePbt28TwDdV3f+/stKlSzMhIUEWosjJyWHVqlVpampKGxsbWlhYUK1Ws3z58rS0tKSXlxdr164tdI9MTEzo4eEhwjDfm/z58OFDIaegUqkYHh4ukgpdXV0Fel8KE0lhIckePHhAHx8fAqC3t7c4TlIDl9S4t2/frvfdkqdl0aJFNDY25qNHj0gWJNsqFAq90Mn3mKE8KEmRW5IbaNiwIWvXri3E93TfT92chN9//529e/emh4eHuP769euzbdu2nDlzJvv37y+TnigqcT4jI4MmJiZCkykgIIBJSUl88OABLS0teeLECarVam7atEmv7cfExNDY2Phv3weSfPPmDRs0aECFQiGTESlXrhzfvn0rExGNjY1lxYoVv9kH7du3j2XLluXu3btFiHj37t0sXbo0+/fvz6FDh/LVq1dFejx189qePXvGjx8/skSJEvT39xchzdatW/PQoUNC5ysvL49TpkwRml66mmRqtVoonuualBsiCa+SBUK9V69e/e5+9unTpxwyZAibNm1KpVLJ2rVrs2HDhvT09BSyLzY2NrS1tWWFChXYqFEjOjg40NjYmC4uLoyIiDAonlt4I7+eA6Y7juhaYWkfQx6gYsWKsXr16sJTrBt96NatmyysZG9vL0J70j1q2LChCPHXqlXLoCQHaThfT1K1d3Z2NqiX9Z/a/zXwvfz8fNStWxe3b99GUFCQjGiYm5uLn376SZQFPnz4EMuWLcPDhw+RmZkJDw8PXL16FU+ePNEjMiqVShn8TCrzDgsLQ/fu3WFtbY2VK1fqXY+EcgeAuLg4KJVKODg44MGDB0hJSTFIB/X19RXnNGReXl7w8fHBvn37xL4aNWrg3r1734QbSfTdlStXCsR5rVq1kJ6eDm9vbyHxEBQUhN9++03AvL5mNWrUQNmyZfHTTz8JsqSdnR1q1KiBCxcuQKFQwMXFBU+fPkWlSpXw559/QqVSYezYsdi3bx9MTEwwePBgNGzYEMuXL8eIESOQm5sLV1dXaLVabNy4Eba2tvjtt98QEBCAKlWqICMjA1u2bIG/vz+uXbsmK/l8+/YttFot1Go13r59i4MHD8LW1hZbt27FmDFjsGPHDhngC5DDsLKysnD48GFZCWl+fj5evnyJuLg42fPKz8+Hi4uL3nP88uUL/P39kZ+fj7y8PGzcuBHHjx9HVlaWOO7169d48+YNatasifz8fDx79gwHDhyAQqFA5cqVAQBXrlwR8DyJqvz06VNcv35d7zkkJyeL/5dAfg8fPoSFhQUsLCzw4MGDrz7H8+fPo0KFChg4cCAyMzOxbds21KpVC4sXLxaekby8PAQEBCAjIwPr169HhQoVAABnz57FgAED4O3tjfj4eJw/fx4nTpwQwDUAaNOmDdauXYuAgAB4e3sDKMAB3L17F5aWlliyZAl++OEHXLhwAXfu3MH48eNx9+5dXLt2zSBcTdcePXokIyRv2LABvr6+KFOmDBYvXixQBCEhITAyMhLtvHXr1sjIyMDs2bMRFRWF5ORkLF68GJcuXcKcOXNQt25d8R1r1qzBly9f0KFDB5w/fx5xcXF4+fIlACAqKgqTJk1CREQEYmJi4O7ujho1aiAxMRHXr1+Hj48PDh8+jISEBOEFlgjXeXl5qF69Ovbu3YuwsDAYGRnByspK5iGOjo7G8ePH0adPH0Ez7ty5M6pXr47q1asLT9rX7M6dO6I/ys3NhbW1tQyCeOLECfj6+mLZsmVYuHAhJkyYINpRYQsJCcHChQtRpUoVse/y5cuoVq0aPn78CJK4desWvL29MXLkSDx48ADTp09H2bJlYWRkJCQWGjVqhBEjRmDlypXIy8vDhQsXBLQtNzcXa9euRWxsrB7IDSjwcKSlpQEASpQoIbzMkh0+fBi1a9dG5cqVceTIEdy4cQPe3t6YOnUqzp07h1mzZsHFxeVvlbV7eXnh3LlzsLOzg6urK9auXYvIyEg8fvwY7u7uaNKkCXbt2oXWrVvj7du32LhxI+Lj47FlyxZxDqkk+ntM16OpVCoFCVjXMjIyEBQUhKysLL3Pa7VaGXFerVZDoVDg1q1bQjKmVKlSSExMFN/VpUsXLFmyBH/99ZeAa/bt2xdHjhyBj4+PwHdcunQJISEhUKlUQhJBQkbs3r0bAwYMwIABA0S7+vnnn8V3/lfsP54O/S+1p0+fsk2bNnR2dpblfOBfs9m4uDgmJCSwffv2bNGiBd3c3IrM2ZDMkIiemZkZL1y4wLdv38q+/39S5i2tGCtWrChWjLqbZEVdL/41+9a1efPmiTi2rhVeqWg0Gs6dO1eWxb5kyRI6OTlRpVIxOTmZW7du5dixY1m6dGkx6/6a6ZZyFi5RNzY25vz58zlt2jQZYEvKnWjSpAmdnZ2pUqnYuXNnhoaGsl+/ftRqtezUqRPVajXT0tJYs2ZN/vDDD6xdu7ZIqnRzc6ORkRGtrKw4Y8YMajQaTpgwgeXLlycAVqtWTW+VU7g6oHCVwIULF+jk5CTgeZKyt+6qx9DK6XuqaQCwb9++7NevH8PDw8UKSrcN1K1bl6VKlRJVRQsXLvyuxMSibNasWSxVqhSNjIxYo0YN/v7773qrWZL89OkTL126JLsXGo1GT62aLICsSSKi0m80MTFh586dWapUKb5+/ZoXL16kv7+/Xh5Y8eLFaWVlpbdqN3T/pO1rK0NSv+JCykUDQBcXF+GJNTY2plarlYHBnJycRNK6lCdjZmbGX3/9lZUrV/7qvc3KyuLp06e5YsUKNmjQgMbGxvT392ffvn0ZEBAgS5wnC5JMy5cvLyt17dKlC1u3bs28vDySBYnLUnK4JPoaGBhYZB6GtH3t2erasmXLvlrC+72m0Wj0qoqqV6/O9u3bi6pAqR84fvy4UJZOT09n7dq1ZdWHCoWClStX5s6dO/WUzzUajUG4nq59+fKF48aNk3maSRoUXiUL8BC6uSH/qRkZGckgnVqtlm5ubtywYQNJ8smTJ1QoCgSNdSv5pLyvb21SFZrUVpRKJbt27SqrOuzTpw/DwsIYERGhd30vXrygQiGHqJqbm7NEiRIiGVyqKNV9J44dO0atVvtNuGZRIMKiRKGfP38uYKj/DWHgf5ynpqicjxYtWmDgwIEiLgvor8a2bNmCZ8+eYfTo0ahYsSKUSiVmz54NLy8vzJkzB+Hh4QKK5+npiT59+mDAgAGy7585cybmzJkjE0ME9HH4hw8fxuzZs/H8+XOo1Wr4+fnh0KFDmDNnDtq2bfvV3yiB5iT78uULtmzZgsOHD2PcuHEYOHDgV3Ndvnz5gszMTKhUKiiVSty4cQNxcXGoWbMmnj17Jlb2Uvy8qCZibm6up+GhKxnh6OgoEO2Sp8bb2xv79u1Dx44dZUKFknl7e2P27Nlo0KABrl69ipIlS6J9+/ZYunQpypYti/79+6Ndu3bifBUrVsTChQvRq1cvTJw4EXPnzsXFixfh4uICY2Nj4ZG4dOkSSpQogQ4dOmDHjh3C0+Lj44OOHTuiXr16Bn+jp6en0LsKCgrCunXrhHhi/fr18fz5c4waNQrt2rUT97xKlSrw8fHB5MmTRRuMjY2FkZER+vfvDx8fHygUCpHfU7VqVZQqVQpAAQzwp59+MtgGbG1thdSFjY3NV5+x7nP4ml24cAEzZszArl27kJeXhzp16qBRo0YCOhcREYFy5crh6NGjyM3NhVKpROXKlTFo0CC9XIo//vgDU6dORZMmTRAVFQW1Wo09e/ZArVZj165dqF69OkxMTGSeBt08CqAgV619+/Z61zl16lS9fU5OTnr7dMXyKlasiNq1a2PcuHGivTg6OqJhw4b4/PkzcnJykJmZCYVCgejoaMybN0981tLSEpcvX0bx4sXh6emJtWvX4qeffkLVqlUxevRofPz4EVlZWRg4cCC2bduGnJwcVK9eHXPnztVbMT979gxr1qzBypUrcfPmTcTFxSExMRH169fHoUOH0KBBA3h5eeHWrVsICQnB9evXodFoUK5cOSFNARRo7DRp0kRo7wQGBqJHjx5F5pNduHABK1aswO+//468vDzUr18frVq1QmxsLIAC79rs2bNx5MgR7NixA/n5+dBoNLCxsYG1tTX27dsHV1dXg+cuyqpVqwaNRoPVq1cLL4qlpSVKlSqFJ0+e4OnTp7h8+TJ27NiB169fY+LEiTJpgY8fP+LFixdCuqGovof/gsMVlesmmYWFBa5cuSID65mbm+PKlSvw8vKS9Uvp6ekICAjA3r17v+u3Xrp0CV26dIFGo5F5Wfr164cJEyaInK3BgwcjLy8PGRkZcHFxEbpKarVa6Nv9JyaBNQ8fPoxKlSrJZGfy8/Ph5uaGsWPHwtfXFwcOHMCPP/6ItLQ0fPr0Cfn5+VCr1QgICEDlypWxZMkShIaG4saNGyhVqhQePnyIT58+CY8jUJDntGPHDixbtkwvB1DXlEolpk6dig0bNuDcuXMACp7XwoULMWTIECxfvhxeXl7w8/NDnz59sGrVKvEcjYyM0K5dO8ydO1fPw/a99o+b1FhYWODo0aPCFSaZp6cn9uzZI8TpgIIBZOvWrahYsSIsLS1x7tw5PHnyBLVq1YJWq8WnT59w48YNdOrUCZ6envjw4YMY8FesWIFOnTqhdu3aCAsLA1CQTLx7924sXrxY1jHrujsPHz4sFLLt7e2FKOaNGzdw+/Zt1K1bF9u3b/9mAm5hU6vVsLa2hq2tLTp37iwIvK9evcLEiRMRGxsrlLHHjx+Pjx8/YtKkSRg9ejRSU1Nx5coVjBgxAs+fP8fz588BFCQN9+7dGxUqVBDJp98y3SS8Tp06CY0qW1tbXL58GUZGRqhevTqsra1RqlQpvU5pzZo1uH//vuhMJWXf0NBQmJqa4vr16yhevLjojEJCQrB3717UqFEDDRo0QHBwMMaMGQNTU1Pk5+fj8+fPcHZ2xs6dO1G2bFncu3cPZcqUEbReQ9a8eXNUq1YNvXr1wqdPn1CqVCncuXMHRkZGWL9+PRITE3Hy5EmUL18eK1euxMiRI2XhRDMzM6SmpsqE38zMzHD+/HlZ+3NxcUFKSgr8/PzEPjs7O5w5cwbXrl0T6tVSgt/BgwdRtWpVGBsbywa7wqHAs2fPYu/evbCyskJeXh4ePXok/k2XmivZ7NmzxQBCAwme0j47OzvExsYiODgYixYtQu/evcWk5NSpU5g/fz6mTp2KoUOHClf818JDiv+25ksh053M2tjY4NixYwgODkZqairi4+NFuKdv375YtWoVSpYsiZIlS8LY2Bhr165FREQEihcvjrt378La2hpBQUGYOHEiVCoVFixYgHXr1mHv3r2C+Hz69GlUrlxZFlKQ7PTp01i2bBlWrlwJZ2dnvHnzBjY2NtBoNGjevLls4uXr64uaNWsiPj4e3bt3F+d4+fIlnJychLZYYdPVFNO1L1++4JdffkG/fv0AFIQV+vTpg/Pnz2PBggUgiZ49e+Lp06d49OgRHj16JJScfXx8EB0djejoaERFRRkM9+ja3bt30ahRI1loIy0tDd7e3sjJycGbN29w+fJlVK9eXQya0nGSKRQKpKenC50iQ7Zjxw789NNPGDRokEERUSlsHB8fj8aNG8v6JTc3N2zYsAERERGySc2WLVswcOBA3L9/X6/tFzaFQgEPDw+D7Vwih0uLQkmMeOLEiTA3N8eHDx8wevRo0U98K4Sqazdu3MDSpUtlVGpDOlhVq1ZFly5d0LZtW9y4cUMUqJiYmCAqKgp37tzBx48f8ezZM2g0GhH+S09Px6tXr2BiYgIfHx9RIAMUJGTHxcWhbdu2BjXtLCwskJOTg5ycHCgUCpiYmMDU1BRfvnwRyurSvVMoFDA3N4e5uTmWLFkiwurHjh1Dnz59ULNmTSxYsOC774vM/se+nv9lFhgYKMoudW3ZsmVs3ry5jLxpYWEhwFceHh48duwYw8PDOXz4cGq1WuGa3Lx5M728vGhtbc1z584JF+jq1atZp06db5Z567o7TUxMaG1tze3bt+u5Oxs3bkytVstZs2b97d/94sULjhgxgkqlkiqVirVq1eL69evZsGFDUUIomZmZGceMGcP4+HjxG3V1dqSkQSl8UJjj8L2mq1EllSdLYZfy5csbDLEVLo3U5b94eXmJUJV03aGhoWzdujV9fHxEUiVZ8Dyl0ubKlSsLBsm6devo4ODw1evW1Tb67bff6OPjQ3t7exF68/X15e7duxkdHc1ff/1VTzsnOjpazzVevnx5Hj16VLZvxowZ7NGjh0zPZvDgwRw/frwskfl7QVokmZSURHNzc7q6utLY2Jhdu3aljY0NjYyM6OHhoZeEGBkZyXnz5jEyMpJKpZLlypXjTz/9xB9//JH29vZs0KAB09PTi0zqNLQNGjSIP/zww1dDQ99rR44cYevWrVmpUiWRKLxq1Sq9e2nIDBGSyYJQolar5dGjR3n48GEZjFC6LwEBAfT392d0dDTPnTtHe3t7vd+t+7dEY9UNKTx9+pRarVa0eRMTE0GTtbGxEWW8lpaWooT65MmTVCgU3L59O4sVK8Y3b97w3bt3PHr0KCdMmEB7e3tZGObChQvs0aMHXVxcZNydkSNHcuHChVy/fj3j4uJoZGTEkJAQjho1iuPHj2exYsVoYmLCWbNm6emHkQVhx4MHD3LUqFGsWrUqNRrNd3NQ8vPzuWfPHpGIHhcXx4YNGzInJ+e7iwN0239R/27oXSj8TixYsIBOTk4cMGCA4Es1bNiQQUFBonz7zp07PHbsGL29vTl27Fja2trS09OTY8aM4d27d/n27VuDW1Hm6empFzICCnTqpL5VIiLr6nIVhePIzMzkkiVLWKlSJQFW/JZZW1uLEHFkZCRNTU359OlT7tmzRwZRfPLkiQjtf8sKa92lpaXx0aNHDA8Pp62trdCPUigUnD17NlesWMFp06bRxMSEQUFBnDp1Km/evMkbN25w06ZNgrtUOCn74MGDtLe3/+b1FGX/uEnNnj17WKtWLT1KpyHypqmpKUuUKMEyZcqIqgVTU1N26dJFj+haOHei8AtUVPyWLJhESAOzUqkUILT79+/TyMhIxEH79u1LU1NTmpmZsVevXn8LJf3x40f27duXfn5+PH/+PHv16kU7OzsCYNu2bWUEYldXV65fv15Gsl2xYgV79+5NBwcHGbNh6NChLFWqFB0dHeno6MjQ0FDu2rVLVDZI2/v37/XE6SQ7duyYyJ+xtbUVIpG6Jg1eABgTE8NGjRqxXLlysqz6oKAgWlhYMDIykhYWFjx69Cj79OkjnkvNmjXF+apVq0ZfX1+SBRMZlUrFEiVK0MjIiM7OzixWrFiRkzWNRiPQ+23btuWQIUNYs2ZNJiUlUavVslGjRgwJCWHfvn0FafX333/nxo0buXHjRv7888/09vbmL7/8wpSUFB4/fpy//vorS5UqxTJlyrBu3bqsV68e69WrRysrK1pYWNDLy4slSpRgiRIlaGxsTDs7O7020KNHD737Xnjz9fXl0qVLScrzBUaNGsWePXuK36jbRhwcHDhgwAA9yZArV67IqLbStm/fPgYFBVGhUMj2z5kzh8bGxjJ0vZ+fH62srGSTY0tLSwHiM7RJlpycrJdDRZJz585l7dq19dqQQqFgUFCQ+Ds+Pp5OTk5UKpWi4qJr165i8m4o16koy8rK4vnz52VSICqVSlTgSKbVapmRkcF69erR2NiYrq6ubNmyJefNm6cnjCvxsywtLfnzzz/L8q2KQu4XlT+zZs0aUdl1/vx5xsbGUqVSffXZAuCtW7cM/t7s7GympKRw9OjRrFatGtVq9X9MFDa0uNHlbxmyb01qdNudtK1fv553796V5QZ9rVpIup+Fc0Oys7O5bt061qpVi1qtlk2aNOGff/75VTHNb5khhpahTdeOHTvGDh06CBkJQ8+RLJj0jBw5kuHh4SxRogS9vLyoUCjo5uZGLy8varVawSfKyMjQY/7s2rWLbm5ugqxelPXs2ZPe3t48evQo1Wo1IyMjaWZmxoiICHp5eTE7O5sqlYorVqwQE/uePXsKGZTCptVqGRYWpsdZunr16v9IZPUfMakp3EFKXgZzc3PZqkij0cgaUKNGjRgfH8+xY8fKVmMmJiZct26dGBTS09O5cOFCuru7y16iw4cPs1evXgIZbW5uzuXLl8uSbcmCSYQEuQIgVpmbN2+mRqORrZzDw8OpVCpl+0qXLs1ixYoxPDycjx49orW1Nc3MzMSqT+osLCwsxGr08ePHHDNmjPg9RkZGrFKlCq9evcoBAwbQy8uLrq6uBlcqkknAwebNm4tVV+HVaeHNw8ODo0eP5ufPnw1qVBlSkdYdvJRKJZs0acL27dszLCyMrq6uosQvISGBZcqUEYlqCoWCGo2G/fr144ULF0RSJVmQ9KfbAZw4cYI1a9akra2tLHk4MTGRdnZ2stJmX19frl+/npmZmXRwcOCBAwd49uxZLl68WAw8hTtG3b//k83JyUlvK+xVKTzofStZXJd6e/v2beG5Igsm17GxsdywYYOeWrxkmZmZorTy06dPXL9+PePj46lWq+nh4cEhQ4bIjg8NDRU6TdK706dPH1atWpXx8fFctmyZKO+WJq9fU70vXbq0IFfrTtAuXLhgsKx/+fLlQquHLCAkS5h6iZCs0Wjo6urK/fv3i6R/tVrNS5cuGVx9Z2dn8+bNm7KETt17WDix0cLCgvfu3WPHjh310AyNGzeWeU3z8/NZs2ZNtmjRgvHx8WzevDldXFyoUCjo7e3N4OBgHjp0iCkpKdy0aRNPnz6tN5B7enryt99+k90jpVLJKlWq0NTUVPZsv3z5wn379nHhwoV88uQJy5cvz4SEBLEgOXz4MMeNG8fIyEhqNBr6+/uzc+fOnDBhgkwq5Wsq22RBgvawYcOYmJjIDh06iK1OnTpicbN3715u2LCB3bt3Z5MmTfS8elFRUUVSfYuyv5ugmpGRwZ07d3L9+vW8ceMGlyxZwpYtW7J69eqMjo5mdHQ0K1WqxOLFi9Pb25uurq4cPny4rC28efNGRsRt1aqV7Hc0bdq0yN8hye+sXLlSLKKePXvGadOm0d/fn05OTuzfvz/Pnj1LlUrFa9euGTxP3bp1habTrFmzOHv2bHp4eLB69ers3bs3AQiJjZMnT4rowJs3b9ijRw8ZYsTGxoY9e/bkmzdv9CCEkgwDWTCOde/ene/fv+edO3cEfFKlUnHjxo0CtxAcHMzhw4cbbC8xMTGsXLkyAwMDxb6PHz+yWbNmrF69usHf+j32j5jUfIsQqbt9zbKystimTRuGhYXxyZMnXx3wpWoECRmdlpbGBg0asGnTpnqifgMGDGCVKlX45MkTAuD27dsNnpMsEHu0trYWfxtarS5fvpxt2rRhaGgoV6xYwVWrVnHXrl189uwZN27cyNq1awumSPv27WlkZMSYmBiWLFmSDg4OrFOnDhUKhR7Jtnz58uzRowd79uzJOXPm0MfHRw93vXLlSlpZWdHOzo7btm3jtm3bOHLkSLq7u3PRokWcOHEira2tOWnSJIMaVVJ4Rde+d/CSOujs7Gxeu3aNp0+f5ocPH0hST0zTkHl7e3PHjh3ie6TJVVJSElu2bCmOmz9/PlUqFa2trVmqVCkxWZozZw7Dw8MNrhKPHTumt61bt87gtn79eh48eFCG4P+aTZ06VeD5U1JSGBkZSQC0s7PjkiVLZOdxdnbm4sWL2ahRI1pbW7N06dJs1KgRK1euTGNjYzZq1IgNGzZk2bJlWbdu3W+GhXbv3s127doJUT5JvNQQOVatVouqOAld7+rqyg0bNtDJyYlbtmyhi4sLa9WqxdjYWFllxrJlyzhz5kzGx8eLfVqtVnhcddtFWlqankbU95qpqakevbZcuXJCL0oyQ652kuzatSsTEhK4YMECKhQKOjs7C0J1mTJlvhpSMCSimJaWxu3bt9PMzIyZmZns3LkzbWxsGBcX913VSIa07iSsvW4VZnp6OgMCAoQ0iOT9lEJiEjHW29ubFStWlHnCypcvz+TkZHG9Go2GLVu2pI+Pj174qHAFp8TBiYmJkVVw9unTh2q1WlaN+ncZJTdv3hSegJiYGAIwyPi6desWLSws9PT3dK1nz540MzNj8+bNRSWi7nbv3j1GR0dTqVTK5Gl++ukntmrVSvxtbm4uFmXt27env78/x4wZY/A7x4wZIyaQSqVSeJKrVKnCtWvXyhZphSc1WVlZXLZsGatUqUKgQKD4p59+Ev9+6NAhWltbU6lU0tTUVCykhw0bxkaNGvHVq1f08/OjmZkZ69evT0tLSyoUCrZp04ZmZmYMCAjQ4/VIApjS9VhYWDAiIoIjRoyQTWqCg4NFezE3N6eJiYnB9nL58mXBgpKeoZ2dHV1dXfUcA3/H/hGTGrJgsP1W2eL3WHZ2Njt16mSwbO3y5cvctWsXt27dSn9/f3bs2FHo/qSlpXHBggW0s7Ojubm5iN9u3bqVycnJrFmzphBxlFbVkrtTd4XRtWtXWYdiaMDPyMjg+fPnZQO+FEqwtrZm3759ZR6SU6dOsVWrVgwJCSEAkfvz4MED7ty5kx07dqSJiQkVigI5BCsrK+F9KPxCSqvrwoPK+vXrhZtx1apV9Pf3FxpV3bt3l4XYrK2tWa1aNRFeUalU7NixI/v37//Vwatx48bCBRwTE8OffvqJnz594tOnT0Wc+fDhw0VuGo2GGzZs4OHDh+nk5MTz58+L7zE3N+eRI0d45MgRPnv2jGfPnuXmzZvFpCk6Oprr1q0TLmGpnPrdu3dCkM2Qivi4ceNkeVyk4RVlUatMsqDUU/L07d27l9bW1tyzZw8TExNlITfy34h8ydMlhduAAg0maQUJgObm5t8cQLRaLZs1a0aFQiFyWorKpdH1EknoerVazT/++IOWlpbs3LmzCNkdPHhQJq7o6OhIMzMzqlQq8VsN5VCRBe+67uqO5FdLQXUhfYbynXbt2sXSpUtz+/btQpFbwsXv3r1b4PAvXLhAGxsbIW0hqUwbGxvT2tpaL5TQvn17+vn5ibCiVqtljx499K6vsDCuubk579+//035ga1bt7JEiRIiNK17j8aNG8fSpUtz9erVXL16NSMjI9mmTRu2a9eOKpVKDLxxcXG0sLCgvb09lUolbWxsGBgYyKioKCF6a0hlmywIj+gK7ZIFpfCFw8uGFjc2NjZCoNGQfUuqIDk5WSzcfHx8hAdQoVCwYsWKop3Xr19feLIVCoXoZ8LCwlizZk3RL2k0GjZs2FAW5v/8+TN/++03Vq9enaampmzWrJle26lYsaIMSVF4IrB58+Zvym98/vyZBw4c4OjRo8XEAQC9vLxEe5EmNSdPnmRiYiItLS0ZEhJCIyMjOjk5GdTOys3N5evXr9mhQwdWq1aN2dnZvH//Pp8/f86+ffsyJCSEGRkZjIyMZIcOHUTIT8qzMTY2lv0WCTch/c7r169zxYoVdHFxoVKpZIMGDWhkZCRbMCoUCkZGRpI03F7u3btHhULBH3/8kT/++CMXL16sJzz8d+0fM6n52qBAFjzg6dOns0KFCl/Np5BM1zW5f/9+lixZUpZLoxuC+VrujW4OzoMHDzh9+nQaGRmxdu3aPH36NN+9e0eFQsGdO3eyadOmNDY25rFjx8R1GFqtKpVKnj59Wjbgx8TEcNGiRXqcGl378uWLnldgx44dNDIy4oABA2Rshb/++otWVlZUKpWyzkej0XDcuHFCd0Wy27dvC/Xhe/fuUavVCi6IQqEQide6mxRW0Wg0LFmyJKOior46eJUvX17EhhMSEhgRESHEIyXvmG5YrKhYulKpFMnD79+/F6sd6TiVSsXWrVvLwhG6MX7dtvbs2TOqVCq9/ZIZ2mcoX+BrOQRSjk9qaip79+7NLl26MDU1lVu3bqWFhYUscfTixYtiskYWUG/Lli3LSpUqyTqLcuXKsW7duhw4cKDB75Ts77BwWrZsKRLix48fTwcHB5qbm9PR0ZENGzaku7s7d+zYQQ8PDw4cOFDmkfzy5QsTEhKo1WoF1yU2NpZ+fn48deqUyKFas2YNHRwcOGfOHNl3FytWTHjhdG369Ok0MTER92fz5s0MCgri8uXLRdJ/4fdUN7yo+35HRkbyhx9+EO33a2KPhkK3FSpUIFBAU9YVxjUyMmL79u0FbbdBgwYcO3ZskYmwhf8GwKlTpwpNsdatW4tjdOngYWFhfP78uewdu3//vnhvP3z4wF27dnHw4MGsWLEijY2NGRwcTGNjYyYlJfHZs2d6JOTC+RmGwsuGBHiLFy9uMD9Esm9Rfb29vYUOkeQVkZJopcl6+/btWa5cOdra2tLPz49KpZJhYWGMiooSCdySN02hKFAij46O5unTp9mtWzfh6UxKSipSPNje3l6EjkjqEdjT0tL+Nrfszz//ZMmSJUUb/Pnnn4Unx9XVlQMHDhSTRJVKxalTp7Jp06ayxVN0dLQIez18+JDFihWjh4cHx40bx9DQUDo4OLBDhw50d3eno6MjHzx4IOuDdu3aRYVCIXsGW7duJQA92r6ZmRk3b97MYcOG0cXFhQBYr149btq0iQDYs2dPpqamCiXwo0ePMjU1ld27d+fOnTv/tmbVt+wfM6n5VmLZqFGj6Ozs/M18CkNWr149xsfH88WLF2KG6uDgwMDAQB45ckT2Am7evFmGRjdkycnJwjWomwdhZ2cn3HaSGVqtKhQKzp07V2+1mp6ebjDBqrBcfOPGjdmhQwdevXqVkZGRHDFiBMkCKYmmTZuKz/3yyy9ipb9q1SquWrWKVlZWNDIyEmJ+kg0ZMoR+fn4kC1RfXVxcvjspbvLkyQwKCvrm4PX8+XMGBASI1dTjx49ZokQJNmvWTLhqv1a50K9fP44aNYpv374VycMSjK1Zs2Yi2bZWrVpCaiA+Pp7x8fEECsCN8fHxVCgUPHjwIC9cuMDJkycLgNj3TlYUCoWeZ+Fr7dfZ2ZnHjx8XuRYbNmyQJZAaqsbRNXt7ez1Y3q5duxgYGEhzc3PhnZA23U65cCLyy5cvWa1aNV64cEEmXEkWKBgXRtf7+flRrVbT19eXHh4e/Pz5M5cvX06lUklra2uDqvdPnz7ljBkzGBISIrwiujlUkrtd1yQYYrdu3fjx40c+evSIMTExdHBwMDghKMrLpKvIvXbtWqakpIj3zsrKSnidDIk96lpAQIBe6JYsCLtYWlqKwbR27dq0sbGRSYksWLCAZmZmDAoKEh7fcePGsUSJEhwzZoxMfqB8+fKcOXMma9SoQQcHB2q1WtrZ2dHPz0+2ere0tGRwcDBbtGgh66+kMIUuzPHx48f88OED379/z507d9LNzU2EqCWVbbIgBC+1fcmKCi8XFuD18PAQ4V1D9q1JjVar1QvljR07lpcuXRKTNJIsUaKECC1K55w5cyajo6Nlwpfjx49n8eLFOX36dCoUCnp6enL06NFf9ZJJ11E4b1DXLl++LLseQyYlZUsCvFqtlj4+Pmzbti07dOjASpUqEQA9PDy4cOFCWd+hUqkYEBCgVwQDQPw/WbDQjIuL00s6j42NFfdRoVDw0KFDTE1N5d69ewlABj6U5Ek6derEChUqMDAwkK1bt5Z5QvPy8hgaGkp3d3cR6jQEIS28yPxv2j+GU1MUKlqyEiVKCLy5Lr9izpw5OHXqlIwfUtimTZuGhIQEODk5YebMmThz5gwWL16MPXv2gCQePHiACxcu4NmzZ2jXrh3atWuHIUOGCGZEv379EBoaisTEROTl5SEyMhLHjx+HWq1GQkICFi9ejFatWqF06dIygBIA7Nu3D+fOnUPLli0xb948NGrUCBs3boRarUZ4eLhglOTl5eH06dPIzs7GlClTBFzu6tWrGDduHKpVqyaQ4GFhYWjdujUePXqEvXv34uzZs/D398eVK1dQo0YNPHv2THz/vHnz0K9fPyGk5ujoiLt37yIoKEig8M+dO4ebN28iOTkZ9erVw4IFC3Dnzh0ZVEuyjh07IikpSSYmSBJjx47F5MmTheSEWq3WgyUCBXj/KlWqoEmTJtixYwfKli2L3377TSDNc3JysGXLFixbtgxHjx5FnTp1kJiYiLi4OD32z6lTpxAZGYnx48djyJAhYn+jRo3w6tUrnDhxQiaBYci0Wi2mT5+Otm3bwtraGhcuXBAIeUtLS1hbW+Pu3bsyrLy1tTW6dOkig0vNmjULlStXlsEMGzVqBKAAm3/t2jVYWVnh3bt3yMjIwKtXr7Bt2zYsWrQIO3fuFJ8JCgrCnj17ZJh6GxsbrFixQibW+S2wYkhICIyNjXHx4kW9z0hsocISIUVZcnIyHj58iGbNmgkZitGjR+Pw4cP48OEDgAKQXJ8+fWTMJ4nr4uTkhFevXsHCwgJLly7Fs2fPYG1tLYP//fHHH7h8+TI2bNiA7OxsvH79GmFhYVi2bBmys7O/eY2SSbj2atWqoVmzZujduzcsLCxw+fJlVKxYEXFxcXjx4gXu3buHuXPnIjY2Fjdv3kS5cuVkOHq1Wo1r167JWEVAAcclJCQEnz9/BmBYSkT6DP8FmJP+39A9P3r0KLp06SJEaAHAysoK+/fvF+8nAPzwww/Izs5GSkoK8vLycPnyZXz69AkVKlRATk4OSOL27dvw9vZGnz598PDhQ4SHh+PQoUM4cuQIPn36JMQuJVHK3r1749WrV1i7dq34HkPMn5MnT4p/j4uLA1DAzlm3bh0ePnwIPz8/PYhnWFiYTI4hJydHxkapU6cOmjVrhg4dOsg+t3z5cqxbtw579uwBUPB+3rx5E56enuL+Vq1aFQsWLECrVq2QmZkJoOBdO3DgAD5+/GiwTRfuOxQKBfLy8hASEoLBgwejXbt2ep8BCsaOGTNmoEaNGkhKSoKjoyN27doFDw8PrF+/HseOHcPp06fh6emJatWqITIyEpGRkXpAxf79+2PlypV49+4dSOLy5cviHe3atasY954+fQoAWLhwIRISEqDVagXrKC8vD1u2bBEimStWrECdOnXEdyiVShnwULf9Sful3/01u3z5sgDbJiYmCj7S6NGjsX37dgQHB6N8+fJISkoS/aAh6Z/Ro0d/9XuKsn/UpEbSmzBkqampCAwMxNWrVw3C2D58+AAXFxc4OjrqdfRXrlyBn58fNBoN3r17J2BBbdu2xYYNG6BQKKBSqZCbm4vQ0FC8fPkSz549E52EpaUl+vbtiwkTJuCPP/5Ajx49kJKSgtWrV+PgwYM4efIk3NzcDGqNkMS7d+9EY5bMzc1N1mHm5ubi+vXrePPmjcGGmZ+fL17q4OBgrFq1Cv3798ebN29w5coVeHt74+bNmyhTpgw+ffokznvv3j2EhobKOuz79+/j119/FYqt/v7+6Nq1q4zaqWvnz58XnW5CQgKePHkCR0dH2TEvX75EsWLFcOXKFWRmZiIoKAjm5uYGz3f79m1UrVoV1apVQ/fu3VG6dGnY2tri5cuXWLp0KbKzs9GsWTOYmZlhxYoVWLlyJd68eQMXFxcEBASgRo0aQrHaw8MDO3fuRGhoqOw7Ll++jDp16uD48eMgCW9vbzRs2BD+/v6YNm2aQThiYZCgUqksknhqZGQkO0dubq7QX5FMIuaSxPv375GXl4eUlBQxkZ01axYsLCzQqVMn8RlDsLEff/wRq1atwvDhw4Ua89q1a7F27Vq4urqKfTk5Odi6dSvs7e3RsGFDKJVK7NmzB+np6WjYsCG6dOkCoGCiK3WmkZGR4nu+pSElkVPfvn1rsBN79uwZVq9ejeXLl+PevXto2LAhEhMTUaNGDWRlZWH8+PFYt26dHq1bsg8fPqBz587YtGkTAGDJkiVISEiQDYgnTpxARESEXj+Rm5uLgwcPwsPDAzk5Obhw4QJ69uwpYJhdu3bF6tWrkZWVhePHj2PhwoW4fPky+vTpg9WrV+PNmzcyUJmPjw8GDRokU8UGgAkTJmDWrFmIi4vD7Nmz4evri1mzZiEsLAzh4eECBJeRkQF/f38x+dFqtTh79qyAqEnm5uaGly9fiuOAAgjan3/+iYSEBAE3fPToESIjI5Geng6lUony5cvj/Pnz0Gq1uHbtGvz8/NC7d29cuXIFhw8fxsePH+Hu7o6oqCgB3yv8fn/+/BlGRkayCYlEuTVkCoVCQCObN2+OQ4cOoWnTpihWrJje+yRNnD5+/IjevXtj5cqVIIkFCxbAyckJs2bNwtmzZ9G+fXsBgDx48CDWrl0LjUaDzMxMkER+fr6AvZmamiI1NRWlSpVC06ZNcffuXRw9ehRAAcDuyZMnOHDggEFApS6pWtdGjRqFlStX4uzZs3pgws2bN6Np06YoXrw4Hj9+jBs3bqB48eKIjY3FsWPH8PnzZ7i6umLkyJG4c+cOgoKCvqnVdfDgQUyYMAFnzpyBj48Prl27hsOHDwt4nTQxAQwvWLRaLebOnYtjx44hLS1NaOwBEO9VdnY22rVrBw8PD0yfPl32eUmHS+rPg4KCEB8fX+S4q2ufP3/G3bt3MXHiRKSlpeHChQsICgoy+FmFQoELFy5885wG7b/q9/n/0BQKBQcOHFhkqMPOzo6dOnUi+W8YW2pqKqdNm0YbGxtWrVqVarWa0dHRTEpK4s2bN0XicZUqVUSpaMuWLRkXF8djx46xXbt29PPzE7k3ffr0obe3t4wZQZLGxsbCDSglS5IFLkELC4tvhs5IecVP69at9Vz/hkJkR48epVKp5Lp160j+2/1aoUIF9u/fn2q1mhUqVBBu8jFjxrBs2bKy886cOZMVKlT4j57Js2fPGB0dTYVCQWtra1pbWxMAw8PDmZaWJtzoCxcu5K+//kpnZ2fx2RUrVnDHjh2iXF+j0YiKLSsrKxobG8tcmRLrxdfXVyRlSrkl48ePF8dKIQ0pl2TRokWsUaMGnzx5Ir77yZMnrFWrll6I7ebNm3RycqJCoeDmzZtlVUcpKSlUKBScMGECZ8+ezdmzZ4t9vXv35tChQ8WmUCg4Z84cWVXe97QBXXN3d2fbtm25ZMkSWQ6DIdjYli1bmJCQQFtbW+EGdnFx4bRp02RcisTERI4cOVL2PRkZGRw1ahQ7dOgg9vXq1YuWlpYMDQ1lly5dRLKl9Cx0S8x18z9IiqTjYsWKcffu3czIyGBGRgarV69OY2NjmpubMzQ0VFRm6W516tQhAIMwv2PHjtHFxYVly5bl9evXuXjxYpqbm9PLy0tWwaRUKtmxY0cBYyQLwpo1a9bUK5mXXOSSqz0uLo5LliwRbTs2NpYWFhYsW7asXiLsL7/8QhMTE3br1k2EbuvXr08ADAgIEBWTDg4O7N27N5s0aSILuezdu1eWVFm1alXWrFmTT58+FfuePn0q3idda9CgAcPDw2Xq3Y8ePWK1atVYrlw5Dho0iN27d6eZmZm4bgB0dHRkq1atOGXKFL1CgDdv3nDx4sUi74csYB1JyeNfs/z8fJ49e5YbN25kcnIyz58/L6vI+Zr16dOH5cqV49GjR/VyFQ39Le3bsmUL//jjDw4bNoympqZs166dyDmSkopHjx7Nhw8f8uHDh0xOTqaXlxfbtWv3zWvStffv3zMwMJAWFv8Pe+8ZFVW6dY2uClSmCEXOOYOggAFJYgATYkARM+accyuYbbVNbU4otrkVtLXNYsTYgjmLaNumNiImYN4fvPs5tasK1HPOd8d7+7tzjD2kthV2fPZ61pprTmP07duX3ft9+vSBUCiElZUV3r59y85tRkYG7O3tmfRIr169ULNmTYjFYsjlcvTv3x9bt279qgfS27dvsXTpUoSHh0MkEiEsLAxt2rRBnz59cPHiRQgEAmRlZeH06dOsQ/Px48fsftfm2cycORM5OTnIzs7G9OnTeTwbbVy5cgVubm5QKBSsfKpUKuHi4qJXgvuW6+V7x7xvxT8qqKnqAI0aNQpTp04F8C8xNu2bwFDdTyQSITExETt37mREwNu3b8Pb25u11B46dIj9hru7O3bv3o2MjAzeAGVrawulUonS0lJGlgQqLhKOW/OfnlyNRoOCggIAFfVzjkNhYWHBROi4bdq5cydjqXfv3h0SiYTdHCqVCs+fP8eXL18YE18ul7PgwtjYmC26JnPc73NITk5GaGgorl27pkfCNETKDAoKwu7du1FaWgovLy8cOnQImZmZGD9+PCQSCbp06YLg4GBUr14d/v7+iIqKwpIlS9C2bVuYm5uzoBUAOnXqhBo1aiAuLg4CQYUoG9e5kJWVxbhHXL3fyMiIJ36nUqn0TBeXL1/OiM8jRoxARkYGW4Bv59R8b/cTUNFRFhERAVtbWxQWFiIrKwu1atViuiYODg48gqihRSgUskCSw/v373H9+nUUFBRApVJh586dvPMoFAqRl5fH4x/ExMQgIiICRMTT0QkNDUVYWBjy8/ORn5+Pc+fOQaPRwMnJCb/++ivr3NK+z3SvCSLSa+/VXqRSKTNI1AYXuGjrsnTu3BlKpRIWFhasg0kgEGDt2rW8jpT27dujevXqUCgUzCgxKysL3t7e7F4tLy/HrVu3cOXKFYOaNYawfft2REREwNzcHObm5jA2NmbBIXcvpqWlITo6GnZ2djy1XQ8PD54gY7169eDq6gqJRAJ3d3dmNEtEmDVrFo/rsXz5cqa55ebmBjc3Nzax0n5QmZqasjZhhULBxqvjx4/DysqKva+goAAWFhY83g8AjBs3Dh07dqzyGBw+fBiurq56Aa6RkRFWr1791WPo5OSEvLw83jEDwNNG4aBSqXDx4kW97zh27BiPc1SrVi00bdoUUqmUZ7zap08fFBcXo0+fPqzrEQA2bNjAEwl89eoVr0P15cuXTLlbm6AtFouZuj237e7u7li/fj2kUilvf86fPw+lUomRI0ciLCyMqfBqC2ZWBk72QyQSfdf50ebZaJ8bbZ6NNry8vGBsbIyXL1/y9r158+aoXbs2W/efXC//DfxjgprvDQxOnTqFrl27wt7eHitXrsSlS5dw6dIlrFy5Er6+vpg4cSIiIyPZrFa3zUwoFPJmTUBFl8rFixd5HRMA0LdvXzZD48iSALBq1SrWJqe97UlJSezBoztbTUpKgoWFBVs4kSiuvTE2NhZubm44fPgwgIrZt1Ao1NPdsbGxgaOjIxvI6X9afp2cnBAUFMR0Cxo2bMjLLHztoakNtVqNs2fPAqggFR45cgQCgQAzZ86EUqlkGY5jx44hMzMT7du3h1KphKWlJcRiMQskR44cyW6GK1euwMLCAmZmZowI+fnzZ9YRxnUuGBsbs64NmUzGU5guKyuDRCLB48ePDWb1atWqpbdwbdFcoOfv78+k9bks3LcGMN8a/HBYvHgxLCwsMGXKFF4GcM2aNYiJicHjx4+xceNGpKamQiwWfxPx7tmzZ2jSpEmlCrba2zV//nzeQw6onJSuC5lMhjVr1iA6OhoDBw5Ez549kZ+fzzq38vPzkZeXBx8fH7i5uel1Eeli5syZkEqleoRgExMTbN++nfdeJycnnDx5EpMmTWLK1EKhENHR0RCLxex+kkqlsLW1RaNGjXhaJ5xcw6lTp1iGjxOYHDZsGOtq+trCgVMWP3fuHBsfXr9+zQJETm2XI0a3bNmSfUdycjLEYjFGjRqF+fPnV3kfSiQSeHp6YtKkSViwYAEWLFiAbt26MaVpDsnJyYiKisKMGTNYQPXu3TvUq1ePFzTGxcVhxIgRAPiBhbbLtjbOnTuHESNGoHHjxhCJRLCwsEDNmjVRv359JpHPtSMfPXq0yvOtfb1r/3Z+fj4LtDn9mcoscipDcXExm4wVFxdj69ataNOmDY9kGxISAqFQyCMtP3nyxOA9Vl5ejqdPn+Lp06coLy/nia5y2y6TybB06VKeYj0ApitUWlqKU6dOYfTo0VCr1d90L3Pn59dff2XBe05ODmbMmAFLS8tKSc4cXr58ycbOOXPmoFWrVkhJSWGWP4cOHUJwcDCICMnJyXq/r608rr092vsNVH69/Lfxjwlq/p1UVlhYGPbu3au3fu/evahRowbWrl0LT09PCAQCvXKPwEAHS/Xq1TF69GhYWFjoaUZw3RDanSWZmZnIzs5Geno6rx2vS5curBPBkDCVn58fWwYPHox+/fpBrVZDoVBg4MCBvBJZamoqTE1Nv2oXn5eXh4EDByIhIQEJCQkYNGgQmyEVFhYyfRhDwnPaizYMzZwKCwtx4cIFvVkWh/fv32P9+vWQSCQQi8Vwc3NDtWrV2IB8584dKJVKKBQKDBo0CCNGjMDx48d5nWHOzs4YNGgQjIyMkJOTA4FAgHXr1vFu6qq6K3SVfOvVqweFQoGkpCR8+fIFLi4uTMNDG4bWG7ouMzMz9TSVdK8Bbfj6+rLyp/Z2nz17FsbGxhgzZgxq1aoFqVSK4OBgPR+XJ0+eoEOHDrC1tYVIJNLrgFAqldi/fz+Sk5MhEAjQrFkzxMfHIz4+HgJBRYt7REQEKzP16tULNWrU4InnARXdT7r3ia2tLTZv3gyFQgEvLy9s2bIFQEUpT/sasLCwwLJly5imBQdtFVzunti3bx98fX3h4eEBc3NzJCQk8MqHHLQfiJw2C9fxYWRkxO4nIyMjjBgxAs+fP2fimEDFTJb+p+vNx8cHGzZswPbt21GnTh1IJBKetw/ne6PdQq1QKHjWAlZWVqhTp47epGf79u2ws7NjaruOjo4GO6fmzJkDHx8f3joXF5dvEp50dnbG6tWr0aRJE7bu4cOHcHV1hZGREZsUaTQaeHt7865ZbZ0a7e0uLCzUK1Nt3LiRWWUIhULWiWViYsILlLQzdiqVCqamplAoFDAxMeFJbERGRrIOSG0fuL59+8LDw4PnebVv3z64ubkxGxptfPr0CQ8fPmTlTm7hwHmm9e/fH0SETp06oX79+szi41uCGl1oi65yE0ovLy9YWloiPT0dKpUKt2/fxpkzZ1C/fn2WCecC586dO39VMFb7/AgEApZxq6xEx01a7t69q2f7MH36dBgZGaFGjRpsjJ06dSpsbGwwffp0+Pv78yoTHHJycmBnZ8dKTWq1GtnZ2Xj06NFXr5f/E/jHBDXaD97KsG7dOtSpU4el8GUyGUaPHo3s7Gz2nlOnTqF169YgqjBdnDRpEi8K5cowXEuqttYNN4uvVasWq99y5R1tmXFAv1X2WzyUqsLevXuRnJyMYcOGsRKZQCCAhYUFDh06xNPduXXr1jd9p6Esw9GjRw3e1F++fNGbdTVv3hxRUVE8f5xHjx4hOjqapy6qi+fPnyM0NJRlkEQiEat15+TkwMfHB2KxGCYmJggKCoJYLMbEiRNRUlJisObOPcC1F4lEwoS4vsVb62tiYP8nYUg1tnbt2pBKpRAIBBgyZAiys7Px8uVLg5kCX19f2NjYoH379pg0aRK2b98OMzMz/Pjjj8jOzoaxsTHzABoxYgSMjY0hFotZecPLy4sX5Gk0GkREROhdRz/99BPq16/PruXXr1+jffv2UCgUUKlU0Gg0LK2/ceNGntru4MGD0bNnT172h1PBVSgUPFXf3r17w93dnbV7Z2ZmGtxvd3d3tGrVCgsWLGAPxPT0dPTq1QuNGjVivxMaGsomN0SE1q1b49GjRxg5ciS7h7T5H48fP4ZQKGQliV9++QURERG4ceMGioqKmNWJQCBAfHw83r9/j44dO0IoFMLCwgK7d++uUq1cIpHopf8zMjIwcOBAiEQiXtkzKSmJ6bUAFePAsGHDMHLkSMyaNQsAcP36dbY9up5ZN2/ehFgsZjwbQ+JnlpaWemUUQJ/3A/CtMoRCIZYvX47y8nL06NEDEyZMYO/LzMzEoEGDYG9vz3hlEokEs2fP5j3IuQmLrjYK56vFCSBywRB3zXIWOWq1Wk/0VDuo54xXVSoVQkNDmTDlmTNnAFRIgeiK0H1rUGNIyJX7d9q0aRAKhWyMIyLExcVh5cqVeuOMbvlLF996frQndUKhEGvXrkVOTg527tyJ6OhoODk5sWN/7NgxCAQCNGnShP327t274e/vj61btzIu0uzZsyESiWBnZwexWIz8/HxYWFggLS0NHTt2ZNtTUlKCnTt3su0pLCzE3LlzmX3DfxP/mKDmazCUwg8ODkZERASioqIwc+ZM+Pr6Mv0ZTnfixIkTcHFxYd+TmZmJNWvWsLS8Ntlzw4YNWLx4MerXrw+lUgmZTIaIiAj06dNHb8DVjZx1F85DSVtESRvaSrYcbt++zZvl/P333yzQMzMzYzO6qswEtT9fWTmloKBAT3TLkL9KUVERgoODYWRkpFfb1zX+5DI0CQkJbBYcGhqKevXqwd7enl38EyZMQNOmTWFsbMyyNyNHjkRMTAzv+8aOHYuWLVsCqHCp1c2+aLtUu7m5wdjYmIkyqtVq5pzMoVu3bsjIyNAzSv1/A76+vizw5gYJMzMzKJVKmJmZYdmyZSwo0c4acFwOIoJMJoO1tTUEAgHc3d2Zai3wL4d64F/CiRy6dOmil33RLv1pQ5cnwz08TE1N0aZNGzbwvnnzBtOmTcOCBQtY8JOamgojIyPI5XJGPnZ3d4ePjw8GDhzI9psrnUqlUtjb22Pu3LkwNjZmpVPt7AlH6jY2NtYTCzt//jzb7qysLKxZswZAxfVtbm7OHjhyuRwCgUCv1KxtUuvm5sb2rW3btggODsbChQsRGhrKJkf9+vXD3bt32UOOC9a1s6Zr166Fi4sLhMIK7ybtbF5wcDAcHBwgkUgQHBwMf39/9kAPCAgAUCFyJxBU6F1xxz4rKwumpqZQq9V6GYwNGzZg3bp1Bo0qtUUZ09LSvtllW6FQsOuKiBiP7dq1a7CxseG99969e1CpVOx1dHQ0b4LJ4c6dO3raKI6Ojjh48CAyMzMhlUrx448/IjMzE9OnT4dCoWBjsoeHB7y9vTF06FBcvHgR+fn5mDFjBsRiMaKiopjxKneddOnSBUTEyve3bt0CEf1bQQ0H3Qklx/GRSqUwMjJC9erVq3y4f21C9a3nR5s7qssn5V6Hh4czzoxEIuHdJ4aeWdzntP8mIkRFRcHJyYltT2RkJBwdHTFo0CC8evUK1tbWcHBwgEwm43ln/Tfwf01QYyiFf/LkSZYG5QZ+uVwOmUyGdu3aYciQIWjUqBEiIyP1ZvO5ubmVGgEC/FKErg29i4sLLCwsIBKJYGpqWqWHUmVlNW0lWw5r166FtbU1rwRSWlqKlStXombNmox/4+PjwxZD/lhc4CUUCjF16lS9YCwhIUFP+pvzV9FFeXk59u/fz2r72pLiHNq2bcu4NP369dPzb1EoFOwBAlTwjAYMGMBeX716FZaWlrzPvH///ptsMwyJMtrY2ECpVPL4ENOmTWOBz+zZsyvlTfyfwIoVK2Bvb49NmzZBqVRi48aNmDx5MuRyOTp37oyWLVvCwsICdnZ2qF27Nry8vHgdUe7u7ggLC8OmTZvw8OFDREREwMzMjGUnOId6Ljvh6urKUvWXL19GQUEBL1XPda7oBjurV6+GRCLhcaWuX7+uR6w1FMgTEaRSKapXr84CTrFYjPDwcMTGxrJ7luso0g6q79y5g1q1ajGjPm0YeiByYmGHDh0yuG3+/v7w9vZGYGAgExDz8/NDUFAQWzii/Js3byCXy9lD0NbWlpVtf//9dxAR5s6dy/uNBw8eoEaNGmjfvj3Ldl26dAlisRjdu3dHq1atQESoUaMG65zq1asXpFIpryPvzZs3ICKWGQkMDGT+P7NnzwYRoXbt2nj48CFmzpwJjUaD1atXs1KxXC6HsbExpk2bxtu+wYMH8wKQ73HZtre3Z8eXiLBkyRIAFRlwbbI58K/g4MOHD3jz5g3WrFnDBPBOnTpVZROCoewlAD3PK4VCoadcbMh41dXVFUlJSZgwYQKIiI35LVu2BBHxsrq9evX6rwvGVYWvCRFWdn4iIiLw66+/YsmSJZg/fz769u0LZ2dn9O3bFwJBhVrwwYMHUbt2bRa8c/Y/3O9qj7u63Z65ublQKpX45ZdfmBfihg0b8NtvvzGVdm57uOu5uLgYK1asQFBQEMrKyrBmzRrY2Nj8W111leEfo1PzNRgSYXJzc6OLFy9SeHg40wRRKBRkbW3N04x5/fo1qdVqEolETGeBqELb4tSpUxQeHk6fP3+m/v37U9u2bSkyMpLUanWV2xMXF0e9evWi5ORk3votW7bQsmXLaO7cubRr1y4aP348HTlyhMzNzdl7Bg8eTE+fPqX79+9TfHw8ffjwgc6fP08vXrxgmgxqtZqJt23ZsoWaNGlCtra2enoQc+fO1ds2V1dXIqrQLeD0c549e0ZEFboRFhYW5O/vz7aJE/Py9vamvXv30urVqyk1NZWkUmnVJ+V/kJqaSqmpqdSoUSN23I8dO8b+v1mzZrRw4UKmk9GyZUuaP38+paamElGFlk5AQACVlJR80+9pw5AoY0hICA0aNIju3r3LhMVcXV2ptLSU/vzzTybQxkEgEDA9kP9T+OWXXyg9PZ3u3r1LRER2dnaUkZFBaWlpBIAuXLhAP//8M61du5bpEnHYv38/TZw4kR49ekQPHz6kU6dOUePGjWnevHnUpUsXunDhAsXHx9Pff//N2yciw0J7nBaJXC6nPXv2sM/069ePLl26xLQ/OGRlZdGyZcvo3r17lJeXR4WFhbR161aytbWlunXrklAoJEtLS/Lw8OBpVpiZmdHJkyfJz8+P3bMPHz4kkUhErVq14olElpeX09SpU+mHH3745mMqEol4mkm1atWiiIgIvXs3PT3doC6R7jG6cOEChYWF0ePHj+nRo0fUs2dPKigooKtXr5K3tzf73OfPn8nBwYF27tzJNFbGjRtHR48epRMnThAR0YgRI2jRokUkl8uJqEKccMSIEUxAMSQkhAQCARUUFJBIJKKAgAAqKCggHx8fEovFdO/ePXr//j0dP36cIiIiCACNHj2aFixYwIQ5jYyMSCAQ0IEDB5hY44ABA2jjxo20dOlSat26Ndvm8+fP0+nTp0koFFJxcTFVr16d6tevr3dM2rdvT6GhoTR06FASCoWkVqupXr16dPr0afL19WXjTUlJCc2YMYNycnL0RB21j61AS3Pr0qVL7D3t2rWjDh060NixY9m1YWFhQTNmzKAjR44w8b2YmBiaMWMGxcTEMD0WpVJJV69eJRcXF9JoNJSbm0vz588nmUxGv/76K6lUKrp37x6ZmJjQu3fvyMLCwqA465EjR/TWDR06lEpLS7+q21JWVkYjRoygz58/08qVK2nnzp10//59EggE5OXlRe3bt6dBgwaRkZERqVQqOnnyJBuXK0NeXh7dvXuXiouLSa1WU0ZGBpWUlND79+/J3Nycnj9/TjKZjGxtbenBgwf05MkTsrS0pJMnT1JUVBQBoMaNG9PRo0epR48etGjRIurQoQMTXuWgLapqZWVF+/bto5CQEN5z9cCBA5Samkrp6elUXFxMEyZMoFu3bpGTkxMlJyeTv78/JSUlUb169ejly5ckEono5s2b5ObmRuPHj6eioiJat25dlftbKf7tcOh/KR48eGCQW+Pr64sVK1YA4Ee+CxYs4NX2DcEQt+T9+/dIS0vTa0vlluHDhxtsL+Qgk8n0OAmxsbE4f/48i5p1W121uSIikQgRERFo3749VCoVI7IuXboUS5YswYABA5hJna71AlCRwdm2bRuTqd++fTuPOAxUEGa5VKS2v0rbtm15xGXOuZkrb+keL1tb2+8u2+hyY7jjzL1+/PgxHj9+jKysLEyZMkXPmqK4uJi1WlcFhULBshCcyaVarcbOnTv1Zpbnz5/npcsrM1FdtWoV0zPhcPToUbx//56ZkwIVFhhPnjzhcZFiY2NRWFioVxLgyo3jx4/H/fv3ceHCBcyZMwfNmjVjXIKQkBCIxWLMnj2b91lTU1Om66NSqWBiYgIi4pUb379/j2rVqqF27drYs2cPS9Wr1Wps376dp8Ny4sQJSKVSiMVi1jEWGRnJuALatfvevXtDrVajS5cukMlkuHv3Lo4ePYqVK1fqlQw5XhZXr09OTkaPHj0A/GvWqNudo80vycjIwJgxYwwuhvhrulnQymbEhmao2kt2djZq1qzJrk2OjJ+QkMCb7Wo7fxMR4+n0798fzs7OmDJlCvvN+/fv8641XXDHXSAQQCqVIj09nY0706ZNw4YNGwzuz7t373D27FlcvnyZGTaamZnh/Pnz6NOnD5MI0LVg8fHx+abshLZVhu79a+ieFggqfOFWr16NYcOGwcbGBvPmzWPZpF27djHfJkOf1/a8MvQ72mOnvb09Ro0aBTs7O5w6dQpv3rxhxqtlZWU4duwYu+c3btyIAQMGYMGCBd/EcSwrK8OkSZMgkUhARMxjytnZGd7e3iz7GB4ezu4/Q3y/QYMGsS69yMhIfPjwoVKKgqGFQ3R0NHr06IGysjJ2HUilUtSoUQO//vorBAIBGjdujKSkJMTFxfHGAyJi3bUxMTGoU6cOatWqhZiYGEZ5uHLlCrp06QJXV1eEhoZ+tfQVGBiI+fPno6ioCGq1GqdOnUJcXBw6duwIa2vr/2qX1D8uU6M7++Iwb948GjJkCG3atInS0tJo5cqVdPfuXZo6dSqlpqaSs7OznvorJ9MsNGDB0K9fP9q3bx/9+eefJBAIaNGiRfTnn3/SkiVLKD4+nu7evUvHjx8nHx8fSk1NpdjYWLp48SIVFRXR58+fac2aNeTh4UGRkZEs8hUKhdSvXz/av38/7d+/nwoKCigxMZH27dtHjRs3piNHjpCjoyNJpVKysrIikUhEkydPpnXr1tGpU6f0LCKePXtGdnZ2NHDgQF50fefOHWrcuDH9+eefbAZ58+ZNcnR0pN27d5O7u3ulxzcjI4OGDx9OSqWy0vcIhUJ68uQJOwcikYh8fX15FhDPnj0jCwsLEgqFLAtERDRy5EgiIp6qcUBAALVp04ZMTU3p6dOn1LBhQ5o0aRI1bNiQysvLqaSkhORyOeXl5ZG/vz8RVajT2tnZfVXS29vbm9atW0c1a9akunXrUtOmTenkyZP04sULunPnDj1//pyIKmZWbdu2pXfv3tGCBQvI3d2dpFKpwWtNJBIxNVPtdVevXiV/f3+2TUKhkK5du6a37tKlS1SjRg2evP/169cpMDCQANDVq1cpICCAQkJCmKx6VFQUmZiYUJMmTejJkye0cuVKpjw8adIkWrNmDZmYmNCQIUPo4sWLtG3bNpo6dSoREVMfViqVdOHCBd6sVKlU0unTp/UUl7du3UopKSnk7e1NcrmcgoKCKDMzkzezJiI9qf+wsDC6cOECHT58mFq1akUvXrwgoopZ+tixY2nmzJls5q5UKkkmk5FQKKQXL15QWFgYXbp0iVQqFQ0cOJCMjY1p8ODBpFarydjYmADQn3/+afA8c9+pvU0AeNep9kzz38GtW7fIx8eHFAoFicViEgqFLMsrFAqppKSESktLSaFQUHFxMW3YsIHatWtH27Zto+TkZDpw4ADFxcURUYWKeUREBC1atIiIKrIUjo6OvH3466+/aNmyZdSwYUPavHkzCYVCmjJlClPiHjVqFI0YMYJn0UFENHDgQN7rxYsX09ChQ8nS0pKOHDlCRkZGZGRkxJPq37x5Mx07dow+ffqkN06uXr3a4PGoTPmZiKhOnTo0Z84cql27NgUGBtIff/xBHh4elJWVRRs3bmQZwGrVqpG7uzuNGjVKT3n47NmztHz5ciooKKDi4mJycHCgV69e0YsXL3g2ILrXIAehUEjp6em0cOFCSkxMpAMHDlD16tUpPz+fzp07RxqNptLt18WkSZNo7dq1NGnSJOrRowdduXKF3NzcaPPmzTRv3jxmFREREUFisZhGjx5N2dnZtGvXLpo/fz55eXmx/SWqUMBv3rw5de3alafSXFhYSKNHj6YuXbpQ7dq1iagiQ7NixQqKi4sjR0dHKi8vp8WLF1O7du3I3NycVq9eTXl5edSjRw8qKyuj58+fU2RkJBFVqPweP36cSktLKSEhgR4/fkynT5+mli1bElGFknJKSgrZ2dnRnDlziKhi7Pbx8SE7OztycnKivXv3MkV9ExMTevv2Lbm6ulKvXr1Ytj4/P5/WrVtH5eXlVL9+fdq/fz+ZmJhQjx496OrVq3TixIlK1bS/F/+4oMZQAEJUcYN5eXmRk5MTS+FzJ8DS0pJsbGx4N4xAIGDljpycHIqPj+eVU/bu3UtqtZqCg4Pp1KlTBm/KR48e0caNG2nhwoX08OFDCggIoBs3blBAQADdvn2b3r9/T0qlkho2bEhERDt27CAjIyOaM2cORUdH0+bNm+nBgwfk7+9Py5Yto4cPH/Ieom3btqU7d+5Q//799TxQOLRt25aOHj1Kf/31F9u/xo0bEwD65ZdfWAnp77//plq1apFUKqUrV66wz0+dOpXy8vIoICCApa05GPJ24s6B9sNCKpVSnz59yMzMjL1n3rx5zPdj3rx5bL2ufD5X2rl+/Trt37+fXr58Sbt27SKNRkOOjo60cuVK+vnnn+nEiRO0e/duOnToENWqVYuVAiqzKeAwevRoUqvVNHbsWNq8eTN16NCB7OzsqKioiOcvxB3DL1++EFHFA8zDw4O6detGHh4eNHr0aN7+q9Vqev36NW/doUOHqFWrVpSZmUlERC1atKAZM2ZQeno6zZgxg4gqSouJiYl08eJF2rlzJ5MVz8/PZwOyQCCgunXr0ooVK3hlDaIK75eOHTvSoUOHmHx9aWkpxcXFkZubGykUCnr48CGVl5frldE2bNhA0dHRZG9vz85tbGwsBQQE0MKFC3nvNVRqOnToEI0bN46mTp3KrBcsLCwoICCAJk+eTK1btyYHBwe6ffs2nT59mmJiYljwOmbMGFq+fDm9f/+ezp49S0REJ06coIkTJ1JJSQl169aNysrKaMuWLaRSqdi1/PTpU/r48SPJZDIyNjamTZs28QIYXZSXl9P69etp586d9OLFCzp79iyFhYXRDz/8QLNnz6Zr1659Nc1fFdauXVvp/w0bNoz69OlDHh4e1L17dwoMDKT58+dTZmYmrVmzhj5+/EgSiYQePXpEcXFxdOvWLXbPvHr1ijeZ4Up29erVozFjxtCtW7eYr5JEItHzkCOqkL//+++/ycXFRS/Y//TpE1WvXp1u375NAQEB5ODgwK6BjIwMmjRpEoWGhhosYe/YseO7j5NKpaJr166Rk5MTOTg40Pbt2+nGjRv0/PlzGjt2LK1YsYKIiHr16kWTJk0ia2vrSv2VOHAlfV27giNHjtDOnTtp7ty5tH//fsrMzKQFCxaQhYUFRUZG0o8//kinTp0iR0dHqlevHrVp04YWLFjAK0N+7bc9PDxo2bJlFBcXxwuOb9y4QbVr16ZLly4REZGPjw+bOHh7e9O0adOoVatWBr9z69atNG7cOLp16xZvH7t3704pKSls3bRp02j8+PEkl8spLCyMBAIBnTx5kkJCQkipVNKjR49Y+T4hIYFZhhBVeOm5ublRTk4OeXl5UXZ2Nr179446duzIJhxhYWGUmZnJLFFmz55NS5cupRs3bpBYLKbZs2fT2LFjSa1WU3l5OUmlUnr37h2VlJSw8fz169ckk8nIzMyMHj58SEKhkKysrGjOnDkUFhZGYWFhvNJVt27d6OHDh1Ue80rxb+d4/peBI3EJhUL06tWL16o7cOBA1KxZk+lqvH//Hk+fPoWTk5NBTQMOVZVcxGIxRo4ciefPn8Pe3p61AN67dw9KpRKfP3/Gjh07mDYGl0rm0mzv3r1DXFwcGjZsWGnalEtPSqVSrFq1CgKBAH379oWJiQlq164NpVIJExMTPQdmbXCKuq6urmjatCmSkpIgEolQr149Pal5Ozs7Xgrz4MGDTP1TLBYjODgYpqamMDEx0eu80oZQKORp+BgbG/MIZ/8Jrl+/zrp+uI4f7d81MTHB2bNnWbr6e5GXl4c5c+ZgzZo1GDNmDBo3boxWrVqhZs2aqFatGrOe8Pf3h1AohLOzM+RyOUJCQhjJnP6nxTQkJAQmJiYs3SwSiWBvb2+wxVx30U1NGxkZYciQIRAIBEz3yNLSslJtpnPnzrES0Pnz5/HmzRtERkbyFk7biBMZk8lkEIlECA4OxosXL/DmzRvs27cPMpkMderUYSWPkJAQSCQSHDt2DACQnZ2NxMREWFhYIDc3l7cdvr6+mD59Ovz8/CASiVCjRg1GvDUxMeEJ4FlZWfFarbnvtrOzq/Kc/fnnn5g2bRq8vLxgY2ODkSNHVnpPZGRkMCsTIoK3tzdCQkLg4uIC+h9RRV0l6W/Bw4cPsWjRIowaNYo39mg3F2jr5iiVSoSFhTGdIO2Os0aNGkGtVqNXr15s3Y0bN1C7dm2946NtRcKVDwQCAerVq8e7Bzn9GI1GwzqkOBVaGxsbXrs+VxKaOnUqHj16BBsbG6xbt+6bjsO3IjAwkF0rcXFxGDZsGExNTVnp3dTUFEqlEkQEsVjM60SsDIZK+kBFBxN3fHW7+zjs3LmTWdYQEdRqNbN2+dbf1iUuf/nyBb169dLrCOzUqRM+f/4MqVSqZ0WgjaKiIj1dF7lcrrePVlZWmD59Om+/GjRogF9++QUA0L17d4SHh2P9+vVo2LAhvLy8WIPD3r17UVZWxj736tUr9O3bl3XQcRSIjh07si7chIQEJq4HVDSJmJubs9faEgccbty4gcjISKxfv56t+56uuu/BPyao4W5KgUCAOnXq8Np2GzZsiJ49e/IuBo6t/S0KlOnp6Xosf0M3JVBRH1coFDAzM4OJiQm6du0KuVzOdCdMTU1x5coVABWqmM7OzigsLMT9+/chEAhw7tw5npidm5sb07gRCASQyWRYtmwZmjVrBrFYDJFIpNduqo22bdtCIBDwAjKJRILGjRvrSc2fOHGCdwOHhYUxbQntYKx58+ZVtuFxg5L2IMvpSHDHRaFQMMZ7RkYGTpw4wWO8FxQU4MyZM+jTpw8KCgqQn5+P33//HdHR0ax7R7cjwtHREUlJSUwNWSAQ6IltXbp0CePGjUNaWhq6du2K8PBwPd8eQ9CWa5dIJBg0aBAEAgHS0tIgkUiQnp6OmJgYFkQOGTIE6enpTHVYIBCgVq1a6NSpEzsPxsbGGDduHJ4/f27wGujVqxcCAgJw7949xnfSPrYikQgymcxgWz6neF1eXm6wJq/NNdA+b9w6Q5oefn5+qFGjBiwsLLBw4UIAYLX6lJQUCAQCpKam8o7bihUrYGVlxQLjmjVrsgAvOjqaHQuRSIShQ4fi+fPnOH/+PGJiYvDmzRvcuHGD1+n0+vVrxMTEVHrOjh49yo5ttWrVcObMGV4HjaOjI5YvX45bt26x85ieno7+/ftDJpMZVJj+Gg4ePAiFQoGAgIAqg39DQnKvX79G3759ecGKTCbDkSNH9LgcHN+OQ3l5OSIjI/Va7K9evYrQ0FC0a9eOrTPU8WNIPwaoUJueM2cO04AyMjLCggULquz2/F789NNPrGvwwIEDkMlkzLZg3rx57H2nT5+GRqNBhw4doFQqoVKpeIvuNS+VSnlj2OrVq5GYmAgvLy8AFcG+nZ0dFixYgGbNmqFdu3Z4+vQpPD09kZiYiHPnzhkU6/yaKm/16tWRlZXFO769e/eGUqmEq6srTp48iZMnT2Lw4MEwMjJCs2bN2CRAm+eljbNnz8LCwoK3zsvLixdQABVcwO7du7N95PaT68j7mk8Zh7///hteXl5QKpXo2bMn5s6di7lz57LJmo+PD16+fAmNRsPjaWZmZsLIyIiNqcbGxmjevDmcnJx4SvixsbGM+5mUlISmTZvC0tISRkZGX+2q+x78Y4IaDrq6GjNmzOCZ9JWXl6NRo0ZsADc2NmZBxvfA0E3JDf6BgYHYunUrI5FaW1uzQcfX15fdEMeOHYNUKkVWVhbWrl3LWzjI5XJGZBUIBGjTpg2ACqIW9/CpyvzMkKZCx44d4e/vj9OnT6O8vBzl5eXIy8tDQEAAOnfuzN6nUqlYa7ChYKwyGGoT55bJkyez1mjOF0QoFGLw4ME8XxBdojS31K5dG9evX0dkZCRrF+WwbNkySCQSPXKx7oOc6F+miFyQwJlfAhWtuNpiaz///DMEggql3ZcvX7JBKzMzE2fOnNEjFGdmZjLpdg6GAuOvISQkBJs3b+atE2jpI/Xu3ZsJZmkvPXr0YD5BUqkUrq6uGDt2LI/camFhgTVr1vAyK7m5uVi9ejXMzc0NEmI5aCvMzpgxAw0bNgRQ8eCUSqW86/HZs2cICgpihqTceV20aBFvv8LDw1mbfkpKCiZNmgSgYpJQs2ZNHhk4Li4OQUFBeiThjIwMlJSUYO3atQgPD9c7/9rXE/d3UlISPnz4oNcKXBkJ/NOnT7z7E/j24L8yITld3RxPT0+W+dXGmTNn4O7ujnv37mH8+PFwcHAAESEiIsLge01MTNhrbf0Yc3Nz1nZtSD9GGxcuXED16tUhFothYWGBwYMHf7N45/egsLAQv/76q95EZefOnVCpVJVmM7Wv+0GDBkEsFsPR0RFpaWlswmFkZMRUohcvXow2bdpAKpVCoVAwtWCFQoERI0awzPrXFt0xNTs7GyYmJjziMhfI604SdLOw3Drd72zZsiUb7zns3r0bMpkMAQEBbB9tbGwgEomwe/duABXPuAcPHuiNQUBFAD5mzBgWgGgvgwYNQkBAgN4kuXnz5khJSUFAQACaNGkCiUTCGkjS09OZplNiYiJatGjBJixOTk68yXSTJk0gEon0FPITEhKYmrYhyY/vxT8uqNFFSEgIc6kGgC1btkAul+PEiRPMKNHZ2VlPe8TBwYGdOM7fp7IFqLgpe/fubdB5NjExEcuXLwdQIZ3t4eGBDh06sIHVxMSEpTo5oazff/8dOTk5MDExwdy5c5GTkwMiQrVq1ZCUlMQrWxkZGfEW7dkLZ5ipjVevXqF58+YQCCp8YiQSCRP8Sk5ORq1atfDo0SNYW1tj+vTpOH78OAvG1q5di7Nnz/IeAIDhwd4QDPmCCAQC/Pbbb7xAqbCwEBs2bICZmRkKCwtRVFTEu0lXrFiBDh066H3/27dvcfnyZQgEFU7QnLlifn4+QkJC0Lx5c94DpEOHDggNDUVkZCRbFxAQwAaIS5cuQSKRwNHRES4uLujSpQuvo6V///56JYHvQXFxMXbv3s20JLhlzJgxUCqVWLp0KW92qN2xc/v2bd6DC6iQ0lcoFBg5ciT7zIgRI6BQKHjS+yqVCkeOHNHbnsOHD1fadcPpiRgbG+OPP/7AmzdvUL9+fTazPnz4MLumOCNGiUQCHx8f3Lx5E+/fv8eaNWv0Shm5ubmYMWMGlEolczxu0aIFfH19oVKpmLqpvb09QkJCmMs1lwULDg6Gp6cnNBoN1Go1QkNDsWjRIvzyyy/w9vbmebs5OTnBzs4OmzZtgkwmY47mGRkZqFu3LtsmQx2PgGGRye8J/qvSzeGQnZ2N8PBwnDt3jq07efIkPDw8EBAQwLqrfvrpp0pNHP/44w+ebpS2fgzX8QNUdOpJJBKmrKu9PH78GDNmzICpqSmIiAmmCQQCREdHf5MS95s3b7Bjxw6DYo0cDD18OTg7OzMdq2/BvXv3MHr0aLYPIpFIb0yuVasWxo0bB5lMxsagpKQkTJ06Ffb29pVqg30NusaZRkZGWLFihd7kYO3atTAxMUFmZibkcjnzGkxJScHIkSPRuXNnODk5QSKRYPTo0XqaWOnp6RgzZgzbxzFjxiAmJgZubm5o2rQpWrRoAYFAgAYNGvAoBlwAEh4ezgIQ7cXZ2dmgbRBnUMmJRmonCWxsbFCnTh1eqbRp06YICQnhTRTPnz+P6tWro1mzZt99XL8X/8ighjNUa9u2LYyMjBAXF8cugC5durCMgIuLC/PD0RbG4yTiOS+e9PR0uLq6wtTUlKWkW7RogfHjx+ulpw093O/evctmIMXFxejVqxcb+LWFoe7evYugoCCDyo9cyj4lJQVdunRBvXr1YGpqirp16+otzs7OWLRoETIzM+Hk5ARnZ2eEhITA1NQU7u7uLEjz8/Njwn8LFy6EXC5H9+7dIZVKcffuXSQmJqJdu3ZISEhgwZhAIEBgYCDi4uJ4+2hosDcE7Vk+F9AJhUKo1WpeWyFn5ta3b9/vPPsVMOSvJJPJ9IS4Jk+ezH5r2rRpmD9/PiQSCSZMmID58+dj4sSJaNWqFY4fPw6FQsFSsYMGDUL9+vWZmy6nRswFknK5HGFhYbz1SqUSRkZGqFmzJkJCQuDt7c0MKEUiESwtLQ2qc+rO9LgB98mTJxCJRLz9cXFxMRhcLlq0CGZmZujWrRu6deuGGjVqMPdsroV627ZtcHV1Rfv27Zlz9+nTp9G2bVuW3tfeNoGgQvKdK63m5ubCyckJv//+u8Ga/YwZM9CxY0fs2bMHL1++5GVNBYIKO4IePXpAKKxwCh43bhxrD27cuDGbDS5fvpxxDbSVwAcPHsyb6RvydsvOzoZSqYSDgwMUCgU6d+4MY2NjPSsTgUDf2624uBg9evSASCSCu7s7XF1d4erqyrhSAD8Tm5+f/00P46dPn2Lq1KnstampKZtocNcHd7zlcjnjaKnV6m+2IklJScGcOXMAAJMmTYKlpSViY2NBRLCxsWHKup6enlAoFHBwcGA+QF5eXoiMjGTlfK7Mpt3iy6FNmzasNFlSUgJPT0+WsdAuWZSWlmLSpEk876acnBwkJyejf//+yMnJQXZ2NqRSKTw9PREfH6933O7cuYNx48axEhIA7Nmzh5d5d3R01CsVKZVKLFu2DObm5qycv3LlSrYtQi0LAUOlpm9FRkYGUlJS8PHjR2RkZDBB0NTUVPbcyMvLg5+fn0EOna2trUHhVl25h379+kEqlSI+Pp55BZqamupRDL7GjZJIJHpK7xyeP3+OlStXwsjIiLfe3NwcK1as4HEmnz17hoSEBL1Jc0JCAq5evYrjx4/j+PHj6N69u0Hh0oULF/7/nBptaBuqSSQSFrBwhmre3t68ssWDBw/0JP8nTpzI6s8cfv75Z14Awz1cdB21mzRpwitvaC/a4IzHtNG0aVMkJibi+fPnUKlUuHbtGvbs2QMrKytEREQwyXGgwi5AW9dCG9rmiNrcAFdXVwgEAqjVakRFRfEunODgYPYw5GYvd+/exaZNm2Btbc2CMSJCkyZN9Mwr8/Pzv4lQp+1TIpVKMXPmTAgEAvTp0wdmZmYsldyoUSM9Y0bA8AX/+vVr3LhxAzdu3MDr1695/3f+/HlkZWUhKysL5ubmenLkLi4usLa2hlAoZIOGUCiEnZ0dXF1dERERgWXLlgGoeGiLRCI2yw4ICIClpSVPjTgtLQ1yuRxqtZq3vlatWkypVCKRoFevXkw/ZsyYMeyYx8XFQaPRYM2aNSAi7N27lxms/v777xAIBLhz5w7evHmDW7du6QWSUqlUzzfo6NGjLIXPXYvcQ4sbcDhCuLOzs0E+jbaeSL9+/SAWiyGXy3n3RP/+/ZGSkgLAcNnX2NiYfZe1tTXmzJnDsqZ///03mjRpgjZt2sDBwYF3rXPgCMH29vYQCoXMm8nZ2Rn9+vXTI+iKRCJ07txZL5uQlZUFoVAIS0tLyGQyCIVCdl1wAb9QKERgYCAvI2tiYsJUV+fOnYt58+Zh3rx5CAgIQNu2bQH8KxM7ZcoUVK9eHbGxsbhx44aecrE28vPzeedRu6QiFArRsGFDTJ8+nbdeJBJh6tSp32xFoq0fU1ZWhunTp8PY2Bj16tXjlVQ1Gg2kUilCQ0Mr1dl69eoVzzpGG1x2FKggjHp4eOD9+/do2rQpz4coIyMDFhYWaNWqFSNQ6+rKcGWN8PBwPH78mPc7HCeyZs2azJupoKAAAwcORP369RmHqkuXLrCzs8OKFStQWlqK0tJSWFhYwNraukr9HO313zJZ45CYmIj4+Hg0atQIjRo1gkqlYlYlkZGRsLCwgFqt1nseXLx4EZs3b8bmzZv1jruusrLuolAosHDhQl5Av3PnTtStWxeXL19m68zNzXlK49q4evUqNBoNpk+fXmkwd+zYMdja2vLWjRw5kpWKdXHr1i32PRcvXkTXrl2ZAz13rJs3b65n5HvhwgWD6uDfin9cUKNLiPP19cXq1avRo0cPRu68evUqe//Jkye/egCLiop4A8SZM2dARJg9ezbPUbtLly5o3rw5JBKJXt1Ql5SblJSEoUOHIjAwkK3TaDTswlSr1Yw9zlm//zdQWFiIiRMnwtXVFUKhELGxsfjll18gl8tZzV1bCIkjglY12HOy8br1X0MwxHjfvHkzgoODecGKnZ0dzp8/r+dTxZGAzczMoFAo9PxHhEIhfH198dNPP+l1hXCdZMuXL0dRURGKioqwceNGODg48H67WbNmaNSoESZNmgQjIyNGYN63bx88PT3Z+9zc3PDbb7+xY8YNGBqNBlFRUbz13t7e6NSpE1JSUtjxNTExQZ8+fdCvXz+YmJjg2rVr0Gg0yMrKgre3tx4nxBBHSHfA9ff35836gYpyWmhoKPz9/dm60tJS9OzZE35+fmxwTE5ORkREBM6dO8ecuzUaDRwdHfHbb78xE0agwhxW1xzxw4cP2Lt3L8aMGQONRoPo6GhWr4+JiQERYf369SyAcXFx4fGocnNzYWVlhbi4OPj5+RkcXMvLyxEREYH4+HhGMOaCdF1fL5VKBWtra57z9+fPn9G5c2d2P+l6u2mL2g0fPpw3KZDJZJg4caIegddQJtbf3x/Ozs4QiUQ8M87+/ftj+vTp6Nq1Kxs3dIMabTRs2BDGxsZo3749fv/9dyYsKhaL2ThWXl6OAwcOMCuSby2dGeLZrFu3DhcvXuTxbFavXq1nclkZZDIZ6+jp2LEjRo0aBQBwcHDg/TaXMXZ1deWNN9evX4epqSl735QpU2BhYYHOnTvzKAIuLi6szKLtTK3Lw9PNfnCmktbW1njw4IFBY1HtMf1bcevWLWYNUNmi20F7+PDhbxL2087cV9Yhy40NHLSzfVwzgVQqZX9z0K4O6PJ8tL/v48eP7H7WnjgMGjQIpqamiIqKQv/+/Svt/OvZsyfc3NywZ88eRoo2MjKCk5MTevfuzdvf27dv/0du3v+4oEb3Rp0wYQKUSiVatmwJsVgMW1tbRtgcMmQI6tSpA1dXV72TwZ2Q0tJShISEsOxOQEAAu3FEIhFsbW2rfLgvXboUrVq1QkpKCk6fPg2gIkhxdHSEQCBAjRo1sG3bNuTk5ECpVGL58uWYP38+XF1dcfjwYRQUFOC3336DVCo1GKX/Jzh06BBSU1NZcNCsWTOmmnv37l2cPXsWEyZMgK+vL2+wT01NRc+ePdk6TsH0W25QQz4lIpEIAQEBPCKtVCrF6tWrMXToUDY7nTNnDitXccEjx7sYNWoUrl27hiNHjmDMmDEQiURwcHDg1fIvXrwIKysrXiAkFouRlpbGK1U9ePAATZo0QVBQEE8ZePDgwUhLS2N+SDKZDHv37kVBQQFTIwYqyN0cL4VbL5fLmWKppaUlc7Pdv38/zM3N4enpib1798LU1BQHDhyAQqGAra0t5s6di9zcXPzyyy88XyVDBF4A2LZtG0QiEQvKJk2axMpb27dv571Xt7PIxsaGEVQ5526lUomVK1ciIiKCJ12Qn5/Pav6cZwvniRMeHs7Kvly93snJiRHDgYq0u1gsZvfV77//Do1GUykhND8/H5s2bUJYWBhMTExw+fJlRgiWy+V6nSNAxYRFo9HA0tIScXFxiIuLg0wmg1qtZp1s69atQ9u2bfVKlZmZmXjz5g2vlOfi4lIlN0QbAwcORI0aNXD8+HEolUq239nZ2QgODuYFHlxQ8+XLF73tePLkCYYMGYKIiAjY2trC2toaAwcOhFgsxpw5c9C+fXu0bt2al33mOCG6Cso3btyAVCplrw0p6wIVPk0qlQp79+5FSUkJrKysYGxsjG7duuHkyZNV7renpyc2b96M4uJiWFpa4tChQ2wfNRoNe9/XvJu4BgZD5RcXFxcIBAI4ODigsLCQHd/CwkIcP34cEomE10FaWFiIw4cPY8uWLdi1axdu3brFMxblOEodOnTAly9f8PnzZ9556N+/P548eYL09HSMGDHCIG+yTp06iIqK4qlxay+Gyplc9jM2NhaTJk3CiRMneBk9Tiagd+/ejBTMLdr79uOPP6JJkya80vqaNWv0GggaNGgAhUIBb29vFoC4urrC3d0dvXv3hkKhgEajgbW1NRwdHTFt2jRkZ2dj+vTpcHR0hJWVFYqKiio1B9ZdtEuTGo1Gj8Pn7+/PlO+1sWDBAj1F6+/BPy6oMUSIW7VqFaKiomBkZIQ6deqwfvuYmBjY2dkhICCAnQh7e3t4e3sjNjYWpaWliIiIABFBLpfjyJEjiI+PZwFJ69ateTwb3Yf79OnTWV1aqVRCoVBg6tSpzD24soibKxPEx8frpWS1o/ZvSYtW5shtbm4OOzs7REVFYdGiRYy1LhQKYWxsjOPHj8PNzQ1qtZq1oQIVg/2mTZsQHh7+H52n48ePM8a7q6srI+Zy8Pf3R58+fRAUFMTWtWzZEq1bt4avry+cnJxYZ9DChQuRmJjI+7xcLoeVlZXe73LdSr1790ZoaCgrP7i7u6N79+7YsGED/vrrL73PnT9/nmnTGJohRUREYPr06QAqbCG42Sa33tXVFdOnT4elpSVq1KiBpUuXokGDBhg1ahTMzMyYloSXlxeCg4MRHh6OlJQUxMfH48SJE+jUqRMv01IVLly4gNTUVFSvXh3Vq1eHhYUF41NwKC4uRps2baBSqRg/hHtQuLq6MufuwMBAbNy4EXK5nEkXFBQUQKlUQiQS8QIVpVLJOnF0Jfq9vb3h4ODA3LBPnToFImLZBg8PD7Rs2ZJlCM6dOwd/f38en0ggqNBbSkxM5BGCDbnYc3j79i2WLFnCJipBQUGQSqVwcHBgVibfmtnIyspC69at9dLlQEVJZsWKFSzI47rSHj16xDsWt2/fZnooukENZzmive2Ojo6wtLRk7dVTpkxBSkoKeyCbm5szG4F69erxjGirmtHrZjg5nk2HDh1YJ6dQKGR6K/Xq1YO7uzuMjIzg7e2NGTNmGLxPFi1aBLFYDFNTU2Za+ODBA8yfP59ni8G1QD948IB3fJKSkqBQKCCVSiGVShEYGGiQB2Jvb88CLO3Pb9++Xc8ypTIUFRVBqVRi5syZvI4u7fPQv39/qFQqvfOgO14ZMs7Uhq7MBZd15jqwuPOhVCrRsGFDpKWlsS6nr2mEBQcHw9jYGCqVCgEBAZXqLBkKPMRiMUJDQxEbGwu1Wo2DBw8iPj5er1OwUaNGemXt74FcLtebEKxatQoymQxisZhN0H744QcoFArWWPPv4B8X1BgixHXv3h3Ozs56dUxDsLe3Z10HO3bsgJ2dHRQKBfr37486deqgWbNmmDFjBjIzM3Hz5k0IBIJKu6KkUimcnJwQEhICT09PCAQCNGnSpNLW3r179+LXX39FYWEhbt26xUoQZmZm2LBhg97sQ5fXYgg//fQT03ng0tMdOnSAhYUFpk6dirZt20IkEjE9Gd2aZ79+/XjfV1RUhJMnT7JMxJkzZzBo0CDGO9FFVaJkHz58QHl5OWQymZ43lKEL3sjICDKZDMuXL4dMJmM3ye3bt/UImdzAqI2uXbvi+PHjvK6Qjx8/4rfffkNgYCCioqIglUohEAjg6emJ7t27s1ltQEAAmjZtikOHDuH+/fus223EiBEoLCzEpk2bIBaL4eHhAaFQyMpP3Hq1Wg2RSIRRo0bh559/hlwuR3h4OJRKJbp168a0JORyOVxdXZGfn4/bt2/D29ubkWi5WW9l+Pz5M7p27Yp79+7xsnmbNm2Ck5MTZs2axUh6wcHBEIlEaNasGeOHODo6olevXpg3bx5z7p44cSLi4uLg5ubGpAu4a2PevHm8B4parWZCedWqVWMBzIMHDyAQCJCens7218XFBRKJhG27sbExhgwZgqZNm/L26eLFi9iyZQvat28PV1dXg4Tg78XLly+xbNkyREdHs8F77NixvGuwtLQUQ4YMYdk8rozEBQLaDw8fHx927rkgTy6Xo2/fvujYsSOMjIyYy3OHDh2YP1DXrl3Rt29fJCcnQyAQwN3dHdu3b2fX3OzZs2FnZ8d4YiNHjmSBgbe3NxISEljWJysrCwKBgGUxHB0dYWNjwxYHBweEhoZi8eLF7H7auXMntm3bhtzcXMazcXBwgLOzMy5fvsw7t3v37oWfnx+ePHmC2bNnIzAwkOmtZGdn8wTczp07h+3bt+Pdu3cAKviH69evx4kTJ9h7srOzWSmZa4HmNIySk5Or7NwDKrhLdevWxV9//QW5XI5ffvkFP//8M2xtbdGlSxccPXqULVu3bsXgwYMNjkHDhg2DtbU1bt++jYKCAhgZGcHT0xP79u3DwIEDoVQqMWjQoErPA4fQ0FC9DA5H6nV1dWUBKOepZGFhoZdJ+fHHH7Fq1Sp07NiRXSMmJiaQyWS4ceMG3r17h/DwcPTu3ZtXmk1JSWGLofKpNnQDdVNTU0bydXNzY9o2Fy5cgFQqxZkzZ1gmVhuVTQQqQ7169dCmTRtep1tJSQmqV6/Oxlxu0vItXbRV4R8X1BgixDVr1gxDhw5lLdpVQSqVMv4Mx8MJDw9Hr169WOcLR4TLy8uDsbGxQcGu9PR0iMViJsKWnp4OiUTCayf+Gj5//oz27dtXaTtfGUpLS3Hx4kU0bdpUT8/lw4cP6Nq1KywtLSESiWBubs5Si58+fcLVq1dx5swZmJmZ4dSpU7zP1q1bFz/88ANMTU3x119/wdjYGLVr14aFhYWegaQhUTITExNIpVJG4r579y6sra2RmpqqZwI5cOBAXmZEJBIxQbHIyEh06tQJX758wezZs+Hk5MTbdwcHB5iYmPC6QoRCIWrXrs3rCgEqmP1EhKdPn+Lly5cGa8uG6ta64NSId+7cqbd+1qxZ2LFjB1v3PYZ5f//9t0GTVkNQq9W4d+/ev1WHz8rKYoHI+fPnmSGqTCZjsgiFhYVQKBQ8LhF3ffbq1Yt1Yy1fvpwFMH5+fkzNe9WqVWjRogXCwsJQv3599tsc70a3RMahKkKwoRo+h1u3bmHZsmWYPHmynqZNcHAwAgICIBBUmEISEQtUrKysGPdCLBYjNjaWqUbHx8frEfC5/eOOR2RkJAYPHsx4NZwhoL29PeN3VVZq0+585LR7gIrSjKWlJQDwJgIXLlxAWVkZJBIJHj9+zDOi/V5oE311uXXcxOH06dPo2bMnpFIpa8JwcXHhlRc+ffrECNKGSi9AhbwGR9iWy+WQSqUYPnw4hgwZwqMIcArLuirx3Lhi6BgautYry3h07doVzs7O2L9/P4RCIRQKBbp06QKFQoHDhw8jKSnJ4HnQLu0dOnQItWvXxpEjR5ga94wZM9giEAgwceJEtG/fHubm5iyrq4vCwkKsXr0aYrEYKpUKcrkcRMRMb3Wz9rpjFYfK2tL//PNPXsm5bt26bFziuIS6meGoqChkZGTg6NGjTIDxe9veL1++DDs7O2g0GtSrVw/16tWDRqOBvb09rly5gmfPnrEg+D/FP8776Xvw/v17mjFjBh06dIiePXtG5eXlVFRURBYWFiSXy6msrIyWLFlCSqWSEhMT6e3bt5SSkkIbNmwgMzMz+vjxI5WVlTEDOW28fPlSz4dKKpVSQUEB+fj40IIFC6rcNs50zsTEhPLz8/X8aLKysmjp0qV0//59ysvLo7lz59KTJ08oJSWFmjZtStHR0XTq1CkCQOvXr6fU1FQ6e/YsrV69mjZv3kwfPnyg0tJS2rt3L7m4uJC/vz+9evWKFAoF+42UlBT666+/KCcnh9nPm5qakpeXF7m4uFDdunVp8+bNdPLkSdq/fz/17t2b7t27xz4fHh5OCQkJlJGRwfxQVq9eTXPnzqXk5GTavHkzXblyhWbOnEl79+4lc3NzunjxIhFVmG62atWKwsLCaPr06SSXy2nbtm3UvXt3SkhIIGdnZ1q7di19+vSJSktLKSYmhry9venp06d07NgxEolEZG5uTnfv3iV7e3siqjCD8/Pzo23btrF1Hz58oPnz59O8efMoLCyMzp07R+bm5hQUFETBwcHUqFEjIiIaN24cNWzYkBlI/m/A7du36ciRI+zaJSLavn072djY0LJly6r8bN26dSkzM5M8PDz0PKA4vHnzhho0aEALFy6kmjVrsvVWVla0b98+CgkJ4fncJCUlUU5ODkVGRlJQUBDdvHmT7t27R0qlkmrVqsXbpr59+1KDBg0oKSmJiIhKSkqoTZs2ZGlpSYGBgcy3isP27dv1PId0IRAI6PDhw+z1ihUrqE+fPmRhYWHQ261p06Z0+/Zt2rRpE4lEIlIoFDRs2DAiIlqwYAGlpaXRlClTSKPRUH5+Prm7u9OCBQvo9OnTtGHDBvZdJiYm9Mcff5C7uzs7Ho8fP6b4+Hj68OEDSSQS6tWrF127do1OnTpFR48epbCwMPr111+Z9xoRUfPmzWnBggXMc65Vq1Y0f/58Sk1NJSKie/fuUUBAAJWUlBj0uPsWQ86SkhJmqhsSEkIHDx4kjUZDQUFB7DsOHTpEtWvXJoVCwb5v3759lJSURK6urnTv3j1q0aIFpaWlUf369en9+/c0adIk2rRpE12/fp0GDBhAa9eupfLycuratStlZmaSr68vmZqaUnh4OJWXl9Pp06fp06dPpFAo6OTJk0REJJPJ6MqVK9SjRw/asWMHmZqaUmxsLH348IHOnj1r8L5bt24dnT59mt6/f09BQUE8M96SkhKqUaMGPX/+nLy9venBgwdUUFBAVlZWlJqaSvHx8dSnTx8qLy+n1q1bU0FBAd2/f5+kUikBoN27d1NcXBzZ2dnRrFmz9M7Dx48fedcUtIwzDa3jfPsWLVpE58+fpzVr1lBRURHl5ubSkSNHKDc3l168eEF16tShU6dO0eLFi6lt27YUHBxMM2bMoObNm1NBQQFFRERQcXEx77xfvnyZXFxc2HNlyJAhNHnyZNq8eTOlpqaSTCajlStX0osXL6ikpITq1atHRBXeaaWlpWRvb085OTns/Go0GgoICKBNmzbRqFGj6OjRo/TgwQOSy+VUu3ZtOnz4MO3atYvi4+NJJBIxb6uq8OHDB9qzZw/bdl9fX0pNTSW5XP7Vz34P/q8OalJSUujo0aPUsWNHZtT2+++/09GjR0mtVpNMJqNbt26RVCqllStX0tSpU+nGjRsklUopMzOT/v77b5JIJMz47PPnz3T16lV68uQJhYaG0siRI6lbt27s/+fOnUvt27cna2trWrVqFdsO7YGN6F8mjkQVDsrBwcE0ZMgQ9v9LliyhCRMm0ODBg2nq1Kl05coVioqKorS0NDp27BgNGjSI+vXrR0eOHKGwsDAyNzen+/fvk1AopGrVqlFaWhq9efOGli1bRkVFRXTp0iUKDg4mhUJBzZs3pw4dOlCjRo3oyZMnFBUVRX///TdzfM7NzSU3NzfKzc2lfv36UUREBI0aNYqKiorI29ub565tbGzMHgZmZmZ04sQJSkxMpJEjR9K0adPo77//poKCAtJoNBQdHU0FBQVsQH/48CFFRERQTk4OmZqa0oMHD2jHjh0kFArpzJkzdP36dSorKyOpVEqWlpZUWlpKREQ2NjZUu3Ztat++PRkbG9PBgwdZYKI7AGlf+mFhYTRkyBCKjo7muRNzePHiBXXu3JnCw8MpICBA76HbvHnzb7nk/muo7IH95MkTev78ObVo0YJq1KhBSqWSGT4S/StYXr9+PeXk5NCECROYA/ekSZNo+PDhvMDW0tKSDh8+TDt27GCu9d27d6e///6btmzZQubm5nTp0iUSiUTk7+9Ppqam5OHhobe9ugGHLlatWkW9e/cmmUxGGo1GLwDRDpa/Fc7OztS3b18aNWoUb/2RI0dow4YN9Ouvv1J5eTkFBgbS2LFjKT4+nv2uUqmk69evk5OTE9na2tLu3bupdevWtHXrVqpXrx69efOGd4wkEgn9+eefvMBi7dq11K9fP/Lz86Pi4mKqXr06jRo1igIDA/VMX4kqzArDw8Np+vTpdPz4cYqJiaFHjx6Rra0tEREdOHCA+vTpQ3fu3CGhUMgMYTksWrSIOnToQCYmJvTu3Tu6d+8ehYWF0efPn6mkpIT2799PhYWFbB/Ly8tJIBCQQCBgBpeNGzcmLy8vWrZsGYnFYrp06RINGDCA9uzZQ8bGxpSRkUGdOnXSG7OePXtGNjY2NGDAADp58iTNmzePoqOjKSwsjM6ePUve3t706NEjCg0NJSKi48ePU3JyMmVkZJCnpycREQUEBFD79u1p7NixvO+eMmUKbd68mS5fvkxERG/fviWVSqVnXFpeXk7FxcWkUqlo9erVlJGRQX/++SdNnz6dRowYQRqNhk6cOEH+/v5UUFBAiYmJVFhYSEQVY3dUVBSdOXOGhEIhJScn08aNG6s8D9pj+NcQGxvLzve9e/coODiYLCws6NWrVxQREUFRUVEUFRVFoaGhJBaLqUWLFtSkSRPq0aMHDR8+nHJycqhLly60fft2MjMzo4MHD7LvTkxMpJYtW1Lnzp3Z5PfBgwfMtdzc3JyEQiG9fPmSVCoVhYSE6Bk+E1WYsT558oTEYjGZmZmRWq3mBcmFhYV0+PBhOnr0KK1bt46IKibqrq6udOPGDYOTDt115eXl9PLlSzIzM6OQkJAqJyp//PHHNx9fHv4r+Z7/j8LExIRX5+WwdetW/PTTT7w27szMTGRnZ1f6XTk5ObC0tNRLexoZGSEwMPCbGOKGMHnyZJiamqJVq1ZMHM7a2hppaWmYP38+SxFLpVIcOHAAGo2Glc0AYNq0aSAiNGvWDH369MHkyZPRvHlziMViVu6ZPXs2WrdujV27dqF9+/ZQKpWwtLRE3759cfDgQSxbtgx9+/bFsGHD4ObmhuHDh+PYsWN6pTjd1nhD9hAymQx79uxhPi5cevvKlSuQSqX48ccfsXDhQoSGhrKy2atXr2BlZQUHBwfIZLIqfacMITc3F0eOHIFAIMD27duRm5vLSgsjRozgaTlwePnyJWbNmsXE6rp27crzlNJevkfH4t+BdvsvBycnJ0yaNAldu3blrTfUKcJxu7RFu4KDg6FUKiEQCBg/hLS4IhwGDx7MyoAcDHWw/aeeLdbW1pg6dSqPm/E1fE2/Q6lUYvfu3Tz+jZ2dHWQyGVq0aMGzMtGFl5cX61bkyN4CgQDLli1jJSAO7du3h0Ag+C5jPkPpe057xc3NDXK5HN26deP9f58+fdCpUycAQHR0dKVjSrVq1SAUCqFUKlnJhfPXqVGjBiQSCfr06cO4Wj179mSt0iNGjIBUKmWChK1bt2a+bZVpnAAVbeWFhYU8jzTu/u7SpYuewnHz5s2RmZkJAIiNjcWrV68Mdu7Z29vzOve2b98OT09PPHv2TO/aLy4uhq2tLezt7WFubo5Zs2bxxiAvLy9s3LgRb968wYkTJ6BQKDBz5ky29OjRA0SEOnXqMPNPTiyzsvPAiep9D2bOnAlnZ2fY2NjA1NQUzZo1w5w5c3D+/HlWZjYkExAYGAhfX18MGTKEV0Zt2rQpVCoV6tSpgw0bNiAnJwcBAQH45Zdfvks4UPea1CX7677X1taWaTcRERwcHODg4ABLS0uIxWImUVJQUIClS5fC2dkZnp6ezCOvZs2aGDhwYKX0jX8X/9cENYYeDC4uLjh//rzezQFU2Ctwgk+cRktQUJDBZf/+/TAyMkLz5s1x4MABPHjwAK9evcLJkyfRsmVLSCQSdqMbAte+aAhVtTNqazw4OTlh9erVkEqlTFcEqAgWVCoV2rVrx/gC7dq1q7I18/3791i/fj0aN24MiUTC6yY4cuQIs17QPm6cbLc2DNlD2NnZwdnZGXFxcbybhpOp58jDGo2GKYOuWLGCdVJs2rQJbm5uOH78OI8MyNWcq0JhYSE7znv37sWoUaNQs2ZNSCQSBAQEoH///ti6dStycnKgVquZQSYnt25kZMTjxfy/BUOkPGNjY5w7d05PUdgQ4uPjkZCQwGsX7devH1QqFWrWrMkGESLCiBEj9AT1uIdjz549ebyG5OTk/5pny9cemoag2wmou5AWR4XD8uXL9bqlSktLMWvWLJ4CtLamx/Dhw3kyDi1btmQkze3bt6N79+5QKBR6QV5kZCQuXrxo8Fp1cXHBixcv9Pbp2rVrmDdvHtatW4eZM2fy/m/ZsmWVCuJpw5AXlbW1NSIjI7F48WIIBAJmB2BhYcG4MS4uLvDy8kJsbCx69eqFNm3aICEhAePGjdMTv6sM2k7k2vd3fn4+80h78+YNevXqBQsLCwwbNgwCgYAp+M6ZMwfR0dGsc08gEODgwYPs+xs0aIAVK1bg+fPnvGs/NzeX3cuurq6M1Ks9BpEW54Yq4TQREVxcXGBnZwdzc3NYWlrqCQ1qn4eqCLO69jrBwcHMp4lrrLh+/TqWLFmC5ORkWFtbw8TEBE2aNMGsWbNw9uxZvSBf2xokODgY/v7+enwiqoRnw+Hp06c4duwYjh07xtt2oZDvI6htB8OhsLAQmZmZICI4OjpCoVCgXr16PD5lWFiYXnfY3r17IRaLoVAo2PgRHh4OqVTKU/L+b+D/mqDG0MWXlZWFZs2a8U48J99tbGzMWhonTpyIqKgogyQ0XdKloZl7z5499YTKAGDlypXw9/dnUtL+/v5YsWLFV/fF19eXZY24gWPixImMbOfk5MRmoKtWrUKtWrW++3g9f/4cHTp0YIOfttnmmjVr9LIl9+/f1zu+hmYbzs7OMDIywqhRo1jXQ1paGkQiETQaDSMPy+VyDBgwACtXrkSbNm2Qnp6OvLw8ODo6Vkqw1IYhI8/K8PbtW+zevRsjR45EWFgYa7/s06cPew8XGAYEBACouE6OHj1aZTvxf4o3b97g9evXEAj+pSLMLampqejcuTNP4TMvLw9jx47F8OHDeYq8JSUlqFOnDpKTk1FeXo7Lly/DysqKEWu5VlOhUKjXdsp1/NjZ2X1TllHboqQqRW1dDB48WE800NnZGRkZGczQVRfaXYA7duyAu7s7li5dymaHnExBbGwsZs+ejZ9++glCoRCjRo3iybP/8MMPsLW11VOG1mg0mD9/fqVka4GgQgbey8sLu3bt4skUcFpThsja3HX57Nkz7Nq1C/v27WMu7J8/f8a8efNgbW3N03X5HhjyojI2Nsbu3bvh7OzM2vVjYmJw8eJFnvN3ZajMo0xX5t6QE3mbNm0QFRWFRo0aMesEQw9h7eNT2bVvY2OD8+fPY+3atezaT0hIgJGREXr16oVTp07x7gntMej3339Hs2bN4OrqisjISGzatOmruk9fQ1WEWd3Mw6RJk7BkyZIqW7+vXbuGRYsWwdXVFUqlUs/bzRDevHmDpKQkXuu7nZ2dXgv1mzdv0KFDB2ayKRAIIBaLkZqayo5148aN2f0qFovRsGFDZqmiUCggFouZtclvv/1m0LlduzOVQ3BwMLp3766n3j9q1Ch4e3sz1XdObf4/wT82qLl9+zb27t2LJ0+eVPpgCAwMZC2qXNqd80FxdnZmHkhARWuun5+fwZvA2NgYq1evrvTGKCgo4KlkAhUDqVKpxOjRo9msb/To0VAoFAgNDWUM8X79+jFlYQ4rVqyAvb09Nm3aBKVSiY0bN2LKlCmQSqXo2LFjpWUzzpCwMqt7LkOTkJDAU6NUq9UwNTVl5QqpVPpNlgiVQdf4zdHREba2tli/fj2b6QUGBqJz584ICQmBWq3GqVOnUK1aNdSvXx8ajQajRo2ClZUVJk+ejOHDh0OtVvM0Pp48eaIX6HwNpaWlOHXqFMRiMZRKJS8o6tSpEyZPnsy7KaVSqd5MhoOubklJSQlOnDjB1IkLCwuZUanuw2LcuHFo27atweBZ93VISAhmz56Nrl27soesXC6HUCjErFmzeNtTrVo1tG7dGlZWVhg+fDiAii6nnj17okePHhAI/uUAzi0bNmzgdcCVlZVh1apVaNKkCfz9/REQEIBmzZph7dq12LBhA8+ipGnTpvDy8mIWJRy4tlFtDBgwACYmJvDw8GDCYNHR0aykW79+fWzcuLHScpGh2SFngSGRSHi+bpwFBofKlKHnz5/PbB+47zOUXTGEatWqoU2bNrh27RpevXqF169f85YTJ07A1NSUPcTDw8Nx9epVeHp6wtfXF0uWLOGp+D558gQdOnRgXnW6WSltGCr7cu3cSqWStes/evQII0eOhL29PQoKCnDhwgXk5eXplfE2bdoECwsLqFQq5lEmEAigVCr1fIgMOZFLJBLIZDKcP3+eZ52wePFiBAcHQyAQ4MiRI7zf/Fr2TSQSMZsYgaDCg4wzAyYig9pc34qHDx9+cxm0ss6ufwdPnjzBpk2b0KtXLyiVShbsDR8+nJX5K8OlS5fg7OzMWqanTp2Kzp0787KzycnJTOSTG//37t0Lb29vPbVj7YX+Rz+nVq1arOxWVTAXEhKCjh078ro6pVIpEhMTeaXtp0+fsjZ+7hwJBALUq1fvPzqm/7ig5sWLF4iLi9NLTWvPArTFvLiDyEXTZmZm6NSpE0vHV6tWDcuXL2eS/YagrY5pCIWFhXoRqoWFBVPw5MDVlLlW8CFDhqBWrVoQCisctOPi4hAbG4vY2Fj4+vpCLpezfbC3t9driQYqApV+/frB0tLS4CDBgXPCtbS0RL9+/fRauTmcOnUKNjY2MDc3/+rgqo27d+9WWmJzd3dnKWYu87R161YYGRmBiNCgQQMAFdozw4YNQ3x8PDw8PLBr1y72Hbdv34aHhwe6dOmC8vLyb8rUlJWV4cyZM5gxYwbi4+NZdk4ikSA2NpbV/IEKuXa1Wg0LCwsm1+7o6Ii+ffvqzVYLCgpgaWnJ0y1p0KAB4uPj0bFjR7x69QrW1tawsrICEUEmk/EMLbkyB+d0zaXExWIx0x2xtbVlzuGc5otKpYKzszNcXV0xYcIEmJqa6inKOjo6ok+fPrhz5w4iIyMhEPBtJGJiYgwOKLdv38bvv//OBCGDg4PRrl07tG3blsmsq9VqnkUJd8579OiB/v37M4VaU1NTngM1UCEM5uHhAZFIpJcRCg0NZcqjZmZm6NevH88BGDA8OwQqZr7a997KlSvRuHFjnvaGQqFg2SBtZei7d++yksnnz59Rr149nkibNg4ePIgxY8YgLS0NXbt2hVgsRqtWrfRK28eOHUNqaiqMjY2RmJiIy5cvM/M/Ly8vbN261eD3x8fHw8/PD4sXL8aOHTuQnZ3NW7RhqOzbunVrVvbl3L25SYuh9mBDmWiBQMDOa1FREabljVwAAQAASURBVKKiovDrr7/qbauuE7lIJGIlBm3rhAcPHrCJkm5Gy1AmljNMnTBhAk+qQTsI79GjB2xsbHjrFi1ahK5du/LUry9cuMAmGLowNjb+ZhkNLqtrKIjizG2VSiUmT56MyZMnY/v27Swr9/TpU2zevBl9+vSBj48PhEIhpFIpIiMjMWHCBOzcuRM///wz01Py8/PD1KlT9TS9SktLkZaWxoK9u3fvokWLFpBIJDAxMUHDhg1ZCT0yMlIva3rs2DEoFIpK93HJkiVo27Yt4wA1bdoUDRs2xPHjxw2O6WfOnIGVlRVPyVsorDAt5hTJgYogy83NjWfJcfXqVYSGhjLpjn8H/7igpmPHjmjUqBEePnwIlUqFDRs2MJKog4MDL5ty6tQp3s0B8AMUuVyO1q1bw9jYGHK5HCKRiGVhtGcVnp6eyMjIqNS+YNWqVTyPJ6CCpKw7QLq5uaFv3768lGO/fv1gZGTERKAGDx7MW5YvX46FCxey0pAu+vbtC19fX2zbto0ZEk6ePBkODg5Yv349e1/79u2xe/dudsNVhvj4eLi6usLKyuqrg6s2dMt/ycnJePLkCYDKJdNzc3Mhk8nYrCk2Nhbz5s3D9evXeV5VHB49egQvLy+kpqZi7969vExNdnY2EhMTMWbMGHz69Anx8fGM+Gtvb48mTZpg4sSJ2L17t0GxOjMzM4jFYlZjd3FxgZWVFSQSCaytrfH48WMWPERHR2PgwIG8/eE8nZydnRlHKDo6GnFxcfD29mbvs7e3h6urK+9hoc0FqgxKpZKn+Mk9GHSDTkMPKk6eX3tA4WTh+/fvz7gN3EPt8OHD6Nq1K4YOHcp+79ChQyCq8EMD/uUl9OLFC2bmyZVzV6xYAZlMxsvezJ49G2q1GseOHdPbN+6eOn/+PEaOHMn8e7y8vJCeno78/Hz4+PigadOmvNnhp0+f0LFjR97sMDg4GCqVClKpFF5eXkwkk/tbWxl606ZNPFKwhYWFwaAmPT2dZVsSExPRokULWFhY6Gkicfdg9+7dQUTMQXzOnDkgoirvH5VK9U18GqBykmnLli1RWFiImJgY/PTTT7hw4QKeP3+OX3/9FQKBAMOGDcOSJUvg7u7Ok+I3NjbGoUOHUFhYyDzKgAq9Gm9v769uj651woEDB7Bq1SpERkay8mZkZCTmzJnDhC255fjx42wdAIwdOxZOTk5s7NDGX3/9BScnJ4wdO5atMzTBAIBx48bxfMd0j/X3BDW62U1umTlzJssUcrwazqbgzp07LLNap04djBs3DgcPHqzUY+vhw4f48ccfmX4Sl9WdN28e6tatC5FIhNq1a7NMd5cuXVimk8u4KJVKJCYm8u67zMxMLFy4kDV5jBgxAiYmJqhdu7bBifrVq1exePFiJCcnw8rKCiYmJmjcuDEvKwxUXHfLli1jk/PmzZvD1NQUM2bMYHweqVQKlUqlZ4h55syZbyq7VYZ/XFBTmXhUZdGobpmgevXqmDx5Mk/evLi4GC1atGAPAk4dWFskS/shoZ0h+O2336DRaPRk6rkUuza4joe+ffuydRqNBsuXL6+07v01joOjoyMTxeLM2548eYI6depAKpV+V7aFO6abNm3idTJ8C6pi1nOS6brrOfIwh+3bt8PPzw9r1qyBvb09li9frhdI/vnnn/Dy8mIBC1AxyMtkMqSkpMDDwwODBg1Cu3btsGzZMvaQMjRb/Fqnk+563RS59v7I5XKcPHkSUqmUcYRMTExw5MgRyOVy9rAwNjbGr7/+yntYrF69Glu2bOEdz4yMDGRlZbFsEnd8S0pKkJGRwTppNmzYYLBkqlQqsXTpUuTm5vJk4TkbCU4WniuRrF27FiKRCCNGjADwL4VZbajVatSuXRvAvyxKOnbsiJo1a0KlUvHObVpaGsRiMe7fv48ZM2ZArVbjxIkTrGzMDe7l5eVVZhJ0/5bL5ay7Qi6XQy6XIyUlhZf55BYuOxsREcGytdrK0BKJhGUVADBVWl3Y2Nhg3bp1vGtR+1o9f/48CgoK4O3tjSlTpqCgoABExGatf/zxByuPVwZfX1+DfIMHDx4YDHjLy8vx4MEDFBcXo3fv3rCzs4OFhQXatm0LCwsL3ndxAnccdu/eDQ8PD/ZaO5jjyhdABclVd0y9cOECs6kBKiYTQUFBjK8VGBiIxo0bs8kEl6308/ODQCDQsztxcXHh8arevn0Lf39/GBsbo0+fPswpvXfv3jA2Noafnx+vISQuLo5ds9rX38mTJ+Hs7GzwWH9vUFNZGSYhIQHx8fG8rOCLFy8QHx+Pxo0bY+/evd/ULfj582fs2LEDrVq1YtkYbmLl5uYGqVSKlJQUvH37tkpz0GXLlqF+/fo8ewt3d3dm23Lq1CkoFAosW7YMzZo1+yoP7s8//8S4ceOgVqu/+twoLy/HTz/9xDia3DJ8+HC961e3U+578Y8LalQqFbsBtU/wsmXLYGxszOtAWL16NUxNTWFvb8+i+OzsbEilUhZVz5o1C927d4dEIkFWVhZu3bqFsWPHwtbWFmKxGHFxcbh37x67Ud3d3dGoUSO0aNEC3t7eEAqFaNmyJf7++2/s27cPWVlZWLt2LerXrw+5XA57e3tmUqZSqSCTyXhup0qlEtOmTUPDhg3ZPn5PfV2pVLIBgTMkjI+Ph6enJ0QiETZv3ozs7Gx0796dLdwsQHtdTk4OsrOzYWNjAzc3N8THx3/XeakqqMnOzoaJiQn8/f0hl8sxa9YsODs7QyAQICIighHXDBGEDZGzHz16xNYDwIwZM9CwYUM8efIEjRo1glAo1DtuAoHAoA1FVdYUhoKF3NxcmJqaMsI3t5+BgYHo06cPbGxsGEfIwsIC27dvh7W1NXtYdOvWDRMnTuQ9LDw9PfV4KEKhEDt27ICXlxc7vlOnTsW0adPYTE4mk+GHH34wSOrUnvlzsvBAxYAilUqZLLy1tTW6dOmCmJgYCAQCVvLTVpjlEB8fz+wzOIsSuVwOW1tbJCUl6SnUcm2zpqam2Lt3L+rVq8fO5d27d3HhwgX4+vpCKpXC3NwcPXr0wMKFC3mE4G3btkEsFsPT0xMbN26El5cX+vTpgyFDhsDLywuRkZHfLaVQmTJ0//79oVarUaNGDV4nmEwmY5ymb1VxJiL88ssvKCgowO7du0FErP28WbNmWL16NS/ju2/fPjRs2FAvO1lZ9w0nh8+NIT179sTAgQNZGVqbfO3h4YHOnTszbt+KFSsgkUjY6+DgYAwdOhQ5OTnMo2z9+vVo1KiRngdcaGgotm3bxs4x98B1cHBAkyZNsHjxYhgbG+Pw4cP47bffcOLECTY2HDp0CMbGxryM89y5c1GtWjWIRCLGq3r69Cn69OkDc3NzdmzNzMzQp08fPSVltVrNgkXt66+wsJDZqOiWFqdNm/bNDQBVdT8pFApegMchPz9f794xhMOHD6N79+4wMzODiYkJunbtioMHD+oFAVWZgyoUCpZtDggIgEqlgpGREa+0rVAomIq2mZkZQkJCcOXKFT2jyadPn2LTpk3o3bs3r1wWHR2t14JdlZL327dv8fbtWzRv3hxRUVG8asmjR48QHR2tp/r+PfjHBTUJCQkYP348gH+x78vKyqqsFQuFQt7FsGjRIshkMjYoR0REsEEf+FdqzdzcnPcw3bRpExITE+Hr6wtfX18kJiZi48aN2LlzJzOxMzExgampKcRiMcRiMYRCIQICAhAQEABPT08YGRnBzs4OPj4+8PHxgVqthlwu53UbfU99PTAwkJXMOENClUqFESNGQCQSMeKjodZxQxkoU1NTnpvzt0IoFOKvv/7CxYsX8fLlS712wWPHjsHW1hYajYaZUTZo0IBHWGvdujVbTpw4gbVr11bqg6VSqTBjxgwAQP369TFv3jwWzInF4u8qnQEVkgBVLdpIS0tDixYteLolXCstR3oFKtpTk5OTER8fzx4WycnJMDIy4nF3xGIxJkyYwAtKBAIBzp8/z/gizs7OcHFxgY2NDYRCod65dHR0hLm5OQug/f39UadOHfz5559QKBS4d+8eG1BsbW2ZLLxKpcKePXsY34eTJjh37hzMzc15+33lyhUYGRkB+JdFiUgkQteuXTF9+nRIJBIWZA0bNgwKhQKOjo5ITU1FWFgYfHx8kJGRwe5FoVCIGjVqwMHBgXVZ6BKCi4uL0aVLF+zevRvVq1ev8hxy0M3OApVzLD59+oSHDx/iwYMHvCyPdoDk6OgIV1fXrwbDjo6OWL9+PQoLC3kBuaGME7dwWTwzMzNG3lepVDwelKFUPWdn4eLiwsvynT9/ngVQAPDu3Tu9cVE726i7nvMoMzY2RvXq1fUIrNpBBDeZAIATJ07A3t4ederU0etyi4mJYUHE1KlTeRM4DhcuXNDjVZ0/fx7Pnj3D06dPKy3PWlpasqyU9hi/f/9+ODg4sPdVVlrs2rUrr5wFVMhXcPd8VZkaMzMzg9IZJ06c+Cpx+Vv1lADDme7i4mKmPaV9/kJCQjBu3DiWpVQoFOjVqxfS09NhY2ODpKQkpKen486dOyzw6tOnD3x9fRnfsG7duhg/fjwOHTrE83LisHz5cohEIlhbW6NatWq8FnTtUnBRURHTUHJzc4ObmxuMjIwQEhLCa3b5XvzjghquXTU+Pp6JR/n6+sLS0hIXL15k3QfPnz+HQqFAtWrVcPDgwUqjeG0cPXoUnTt3ZjX5yMhIPf2ZVatWsYcpB09PTwwaNMigSFNVMzrdpWnTpqzVLjY2lpceLC0txcqVK5GSksIjFHt4eMDT0xMAeIaEAoEA8+bN++7ja2pqanBwNdRhMGjQIEZe5mZTHAlWJBIxAtu3tv1+D2JjY9GpUyesW7cORkZGuH37NlQqFVasWGEw7ZyTk8MenNpmcdxSs2ZNtrRo0QJNmjSBs7MzlEolHB0dUbt2bfZQXLp0KUJDQ/V0S2rVqoWTJ08yjtC5c+ewaNEiXL9+nT0suDq7nZ0dC0hEIhGsrKzg6urKa7/mSJbarr9CoZBXvuR+x9zcHPb29uw4c3oZXGDt4ODABhQrKyvGt0pISEC/fv2YB825c+dQVlaGNm3aoFWrVrzfMUTOTkhIwKhRo2Bra8t4bS4uLlAoFOyh6+LiAqFQyLqSuHuxsLBQLyNUFSFYIpFUOjvk8K0ci1u3bqFu3boGOUlcBoRbBg0aBFNTU0RFRcHX11fPn4rDtGnT4Ofnh9OnT0OpVGLr1q2YN28ezM3NkZ6ezguALly4gGbNmsHBwQFCoRCBgYHo168fVq5ciczMTDRq1IhdLzExMXq+SDVr1kSdOnUgFov1eINisRju7u5Yt24d2rVrBycnJ8alO3DgAJycnODn58frkAkNDf0mPRFjY2MWHHCTiffv3yM5OZmNY1y2r3///noeSH/88Qesra0r/X6u5V0qlUIoFKJatWpYtWqVXlDz4MEDlJWVsQlGYmIiG3MaNWoEExMTuLu7s/vB3d0dnp6eemNQTEwMOnfuzFvXqVOnr4qmAhX8Tn9/f5w+fZppkeXl5SEgIEDvO3VhSE/p8OHDmD17NhOMXbp0KRwdHZlQ4uTJk1l1wcfHB0SEKVOmsPO4e/duuLu7o3fv3uw727dvj+rVqyMtLQ0KhYJNcnNycpj3U61atTBmzBjs37//m4QGnZyc9J6B2tUF7SCL+5szW/5P9a6Af6j305s3b+jnn3+mgoICJk/er18/JnPNwcrKiqZNm0ZLliyhW7duUUFBAU2bNo18fHxo/vz59PDhQ3r8+DFlZmZSZmYm3blzh+rUqUNpaWmUnp5OGzdupDp16vC+88yZM9SuXTu6f/8+W6dUKuny5cuVerI8fPiQiIgcHR2JiKhr165V7t+OHTsoKiqKNBoNrVmzhoiI+vfvT5mZmdSkSRNm+aCNuXPnElGFfPaqVavo4MGDtGHDBmZLYEgin6jCr2PWrFlMIn/t2rVVblvnzp3Z3w4ODpSdnU2hoaEUFxdHeXl5lJCQQHfu3KG//vqLmjRpovd5bn84PHv2jG7evElERN7e3mRlZUXXrl1j/jXa0LYqKCgooA4dOlBRURENHTqUJk6cSH5+fhQUFERCoZDn3UNEPNl6oY78ujYEWpLyW7dupZSUFKpevTpdunSJrl27Rm5ubvTzzz/Tnj17aOzYsXTp0iV2DdavX5/u3LlDd+/epaioKJLL5Qb9YnQxatQo2rx5M61Zs4YKCwsJAHXv3p1MTU2pZs2a1K5dOyIikkgk5OLiQrVr1+Z9PjIykjw8PGjFihUkFouJiKi0tJTS0tLojz/+oM+fP5OTkxONGjWKpFIpTxb+ypUrFBkZSZ8+faIPHz6QjY0NvX//nj5//kzR0dGkVCrZ73z69In27t3Ljg8R0ZUrVyg6OppevnxJEomEmjdvTlevXqWXL1/SyZMnmVePsbEx/fHHH+Tp6cmzGjh//jw1atSI/v77byIiql69OgUEBNDKlStJIpEQEbFtOX36NFlbW9Pnz5/1jmliYiIREe3du5c0Gg2FhYXR1q1b2e+cOnWK2rdvz2TzIyIiSCwW0+jRow3eT3369CGiCpl4beTm5lKdOnXYtgm07CEA0LRp02j69OlUUlLCPj98+HCaPHmy3nm/cuUKBQQE0B9//EFr1qyhlStXkkqlog4dOlBeXh7J5XI6evQo1a5dm/2e9nUwfPhw8vHxoSdPnuh5RDVo0ICOHDlCNjY2tHz5coqMjCQiYhYg7dq149lLHD9+nHr27EnXr1/X205t1KtXjxwdHal+/fqUlpZG165do4ULF9LevXvpzZs39PTpU8rLy6NatWpRTk4OpaenM783IqLHjx+Tq6srffr0ife9X758oR07dtCaNWvowIEDVKtWLUpLS6NHjx7RokWLqF69erx7WiQS0V9//UVSqZRat25Nx44doy9fvpBcLqcPHz6QlZUVNWjQgN0Pp0+fprt375JaraZWrVrxrmsiop9++qnK/TaE169fU+fOnWnXrl3MVqW0tJSaN29OmZmZzE/vW8DZori6utLDhw9p4sSJNHXqVOrYsSMJhULKzMwkS0tLKikpoeLiYvry5QtNmzaNRowYwfueI0eOUFJSEi1cuJCIKp4527Zto4cPH1KfPn0oPj6eiIgmTpxIr1+/poSEhCrHWUNWBwUFBeTr60smJibk4eFBXbp0oR9//JGKioqof//+NHnyZHr69Cl5enpSgwYNqG7dutS2bdtvP7Bfw38cFv1/GGlpaYiLi4NCoWBlggYNGrAuD+022pEjR/L0YirTKOHqyNpISkrC5s2beeu+fPmC8ePHs9k11/I2btw4g4JG2jBUX9doNHo6HdrQbTvUzbbQ/6SxpVIpb9bXu3dvENE3OSLrwpDjOQDcu3evUi0J7VZIiUTCS5+KRCKetocuSfdr2LdvH+rXr8/rEqoK2gQ/QwgODsaMGTNgY2PDy/QZmm2+ePFCjzOSkZGBRo0a8bqIgIqSinZ24dOnT0hOToZAUKHHYWRkBKFQiM6dO3/V4RuoyG4YEvy6evUq5HL5V+X5u3XrhuDgYLi4uMDe3h5BQUFITk6uVNdCF8ePH4dAIKhSoZYrG5uamrJr0czMjO0vd11wZVyBQMDaRTmeSL9+/QBUZAVdXFyQlJSEFi1a8BaxWIwGDRqgRYsWVWZnFQqF3jErKytDRkYG7541MTHBpEmTWPatqnIEh0+fPuHq1as4c+aMnjPx27dvsWzZMoSFhUEoFOLx48eYMWMG4z506tQJcXFxEIvF+Omnn5CSksLr8tOFQCBAYGAgT9lWJBLB39+ft46DTCZjtiHairg+Pj4QCAS8z+h+FqjIhAUEBECtVjOehZOTE1q3bo2UlBQQEc6ePQugQiZAlxCqm+27cOEC+vfvD41GA0tLSwwbNkzvvFy+fJmVYY8ePYpz587xzsO5c+ewcOHCKtWvK7Oc+BYrm6/h1q1byMnJwc6dO6sce5KSktg262awjY2NERQUhKSkJJaB05ac2LJlC9zd3dlruVyul9F8+PAhqlevrqcLExERwSv33L17l8k0GGq19/f3h7+/P7u/TExMULduXQwdOhRDhw6FtbU10yhq0KABkw7Q7t7TrnqoVCp069atSpX774H4vxce/e/AmjVrSKVSUZs2bXjrZ8+eTR8/fmRRJgBKSEig7t27s1lBdHQ0PXnyhGrVqkUpKSmUkZFBZWVlZGZmRiYmJrxZmaOjI508eVLPPfvkyZN6hohNmjShESNG0LVr15gD8ZIlSygvL49SU1Opd+/eREQ0fvx4mj9/Pu3bt4/i4+Pp7t275OrqSlKplDlVc9teXFxM7u7upFAoyMjIiF6/fk0pKSkkEono5cuXvN8/d+4cNWzYkN6+fcvcnDm0b9+eiCqyQ5MnT6bFixfzZk7nzp0joooZKBHRzZs3SSQSUXBwML19+1bv+HPmnURE1tbWdO3aNbK1taW9e/fSkiVLiKjCPVehULDskSEsXryYHjx4QB06dGBZooYNG9LVq1cpMTGRDh48SGfPnqW///6bhg0bRrNnz+Z93s3Njc6dO0cajYata9u2LZWUlJCnpyepVCo9U0ruuO3fv59WrlxJu3bt4hl06uLmzZtkZWVFpaWl9PnzZ3Yd7dixg168eMFzYl+/fj29e/eO0tPTadasWURElJ6eTmKxmPLz82nOnDnsvbdu3aL09HQqKSlhsyR7e3vq3LkzNW7cmORyOZmbm5ODgwM9efLE4LY5OTmxv9VqNRUVFZGPjw9bN3DgQPry5QsZGxtTdHQ0Xbhwgfbv30/5+fk81/mioiIKDw+nAQMGUHBwMO83ioqKeL9TGYyNjUkgENCWLVuIiKisrIwyMzPp0KFDzGG8uLiYZs6cSRKJhEQiEXl6etKff/5JZWVlNH78eJ7x46dPnygvL4/MzMyIqOK8Dhs2jIYOHUpEFVmUjRs30v3796lr167UoUMHZsBoZWVFM2fOZA7j2sdcO5vh5+dHL1684O3HuHHjaNWqVTRjxgyKiIggIqITJ05Qeno6ffz4kaZOnUpERO/evWMGopXBz8+P9/rYsWO0atUq+vXXX8nW1pYCAgJIIpGQs7MzBQUFkUAgoEuXLrHM1o4dO6hbt2509epV2rFjB++7tI+vi4sLvXv3jvf/P/zwQ6XbFRYWRkOHDqWsrCxq0aIFEREVFxfT9u3biagi66drZqmNoKAgZjzJ4fnz5zRp0iTy8PCgjRs30siRI8nMzIzevHlDHz58oJYtW7L36mZowsLCqEGDBrRkyRJq0aKF3j1LROTq6sqylTExMew65zIIHTt2pFu3bvEyiNx2cVngLVu2GDR5zMrKoqVLl5KdnR3l5eWRs7MzzZ07l9zc3Fj272vw9PRkpp2GUF5eTlOnTqW9e/eSra0t3b59m9RqNV28eJFUKhV5eXlRSUkJeXl5kUqlIhMTEzp37hyFh4cTEdGECRPIz8+PioqK2HfWrl2bJk6cSOvWrWPXYteuXamwsJACAwMpPz+fhEIh7dy5k3744Qdq27YtG58HDBhAGo2Gjhw5Qk2bNqXTp0/TwIED6fDhw+Tk5MQMa69evUq3bt2igIAAOnbsGDveFhYWNGXKFNqzZw/16tWLhEIhHTp0iDZs2EDHjh2jgQMHMgPPRYsWsSx03bp1ydvbm9LS0qhjx45kbW39TcdXD/+V0Oh/EQx1igD/0u3Q5a/Url0b69evrzSK5/QBfHx8eF4jM2fOhEajwerVq1kdfNWqVdBoNJg2bZreb1fVCcEhODgYbm5uEAqFsLe3h1KphEKhgFqthpOTE08Dwc/PDx06dGCv27Zti3r16mHNmjW83546dSoEAgF8fHz0TPBiY2OrlMiXSqXsmHEzCO3jaIhroI2JEyfCxMQEPj4+etYNNjY2rJ3x6NGjPOVLAIy1rw2NRoM1a9awY8Jlzg4dOoTg4GC9Y647Y87MzMT8+fMhEon0NCVmz56NRo0asf0OCQlBly5dWNeQ9nEbMmQIBg8eDKVSCZlMhn79+jHiLlBBOjQyMuIRdQ1xRrguJSJCly5d8OnTJxw8eJDxVzgzQlNTU5iYmPBmjLrHv6oOuAEDBsDBwQGbNm1CUVERioqKYGZmBisrKz3DxQsXLvCMSb/WXfM1rF69Gj/++CPvvf369YNUKkV4eDhPe6lPnz6oU6fOv+U51K1bN2aACgAfP37Ehg0bUL9+fSgUCrRp04Z1l+mSuDnzyf79+zNS8IYNG1C9enVs2rQJL168YBL9nCGiNmrWrAmZTFZph56hJSkpCQkJCfDz84NSqYRUKkX//v0hFovZfdi3b1+MGDEC8+fPh1AoxNSpU9n1OGPGDJiZmaFFixbw8vLiWVO4ublBJBLB3t7eoLZVVbh9+zYCAgIgkUhYhwxn4aJUKr+51Vkb2tYJnChhly5d4OPjAzs7O71MX8eOHXHjxg18/PgRmZmZeh1NAAwSVIGKjNuff/4JgUCAXr16YciQIejRowfS0tJYhrl///7w9/fnjcdisRjdunXD+/fv8fDhQzx8+BCLFy+GhYUFpkyZwvO0WrNmDWJiYqrc5+LiYvzwww/suKlUKgQGBho0wMzIyICbmxtPUR2oaDzhLG6q6h7lrnEiQt26dTFu3DgsX74cNjY20Gg0TJ2eiJgatPZ4rksM1342qdVqjB49Gubm5pgyZYreOKtQKGBiYoK5c+eydS4uLnBwcGAZU3t7eyYyqk3O1sXt27cxduxYmJubQyKRVHl8q8I/LqiRSqV6bY9ARQpcKpWyAKSoqIh3Y3BGitrQ1geQyWSws7Nj/1deXo6RI0dCJpOxB4lCoeCVDaqCpaVlpYRHCwsLhIWFYefOnTxfj7Vr17LAYNeuXQgLC2Of49KArq6ujFCclJQEqVSq1xWi/aDKzMzEmjVrIBAIWDsw96A3MzPD+vXrkZuby4KO3NxcrF69Gubm5t/km1KZ47lIJGICWoYenI6OjnrtkKampti9ezfs7e3h5ubGgtc7d+5ALpfjw4cPGDRoEHr16gWBQIB169bxyL7bt29Hv379WBv0p0+fsHHjRsTFxUEmk7FggiPpikQiRmyVyWRsiYmJQb169RAYGAhbW1ucOHECxsbGOH78ONavXw9LS0s2iHMwJDUgEAiwb98+mJiYwNfXF7Vr12bts9odeR06dGBkZK7bKjExkS35+fk4d+4cli9fDh8fHz2V10+fPmHgwIGs5MgNYl26dNHrqrh9+zavDCMQGJaB57prAMPEam6xs7NDv379eEGNRqPBjBkz2HnQhnbAoGvpwS1//PEH5s2bxyMEc2Xkzp07s64xbpk4cSLS09Ph5uYGBwcHFsxzJG6xWMwrKXHHR3tw116nG8xxGlbOzs4gItSsWZOVJG1sbKBQKCAQCBAeHg6lUgkrKyvY2Ngwgz+5XM7k58ViMaZPn87GJm0TW20Fac58MjAwEGKxmGdNwY1FhkqB34Ly8nLs27ePHb/9+/ejvLz8m/RbDAXb2g9K7bKEUqlkEwGgQv28W7durJGAK+V36tRJj1DMNWqMHz/eoGidQCBAnTp1DJaTbG1tIZPJEBQUxK6pXbt28cry3JKSkoKysjLevl++fLlKX65Pnz6hRo0akEqlaNGiBUaPHo1Ro0ahefPmkEgkqFWrFo9iYEhRPTY2FmfOnGE6M0KhEHfu3MHDhw8RGRkJY2NjFBQUsO2/du0aG8O57jSudZsrC1lZWeHo0aM8Mc/CwkJkZ2fDycmJPRvVajWOHz+OwsJC1pW0atUqNs5qw8rKCt26ddMTl127di1rYuA0w6pqMCkuLsbq1asRERHBJuH/Lv5xQY2jo6NBu/Xs7GzeDBSoqJFPmjQJdnZ27CYCgA4dOiAyMvKr+gAA0KxZMxw+fBiXL19GYmKiXi00MTGR1f+1kZGRgZSUFN5D5ePHj0hNTUV6ejpMTU2ZlgTn66H98H/w4AFPWKkyfoNcLkfLli15v20oi5Gbm4sHDx7wJOVVKhUT7tPG4cOHmR7JvwsPDw+MHTsWubm5EAgEyM7O5mkIDRs2DDVq1MD27dvZZ8LDwxEcHIylS5fC29ubGfN16tQJvr6+CA4OrlTqnbupPD09MXr0aNSsWRMKhQJeXl5YsGABY/2LxWJcvXqV7X9Vg3h5eTmmTJnCupAEAgFkMhmioqL0ZmNcFxDXsnzv3j0IhUI0a9YMrVq1wps3b1g3y4oVK1jm7MqVK2jRogViY2Mhl8t5nVcmJiZ63Rq//fYboqOjAQCNGzfmZTrev3+PS5cu4dKlS/D19cXChQv19mnBggXw9fVls1qhUMhmvIa6awDDmciqMpK2trY4dOgQZDIZHjx4wFuEQiEuXLiABw8efPUBqd0uypnCGpImcHR0REZGBlxdXWFvb493797hxIkTLDvr5+eHqKgo7NmzBxcvXkR+fj5WrlzJFi5g9/X1RcuWLfWC9+rVq8PKygplZWXs3iorK0P//v0xZswYlJeXo2fPnrC3t0f37t1RWloKkUiEIUOG4Pr16+jZsyfz4tK+/gCwzFpMTIzBjEVgYKCeNYWtrS3atGnDnLr/W/iWoEZXJmHr1q0YO3YscwnnrBNSU1P1Ji0DBw5EjRo1cPz4cZYVqlGjBjIyMvQyBMePH8fUqVNZcCSVShEREYGhQ4diyJAhICKWydVt19doNHrj2ujRo5mlASegaGRkBHNzc4wdO5a377du3dKzvdEGZ0iq69kHVAjiWVtb8yY9hnRmBAIBjh07xjr/tO+FqjLlN2/exMiRIxkHSpuzlJ2djfDwcJ5Fyblz51CrVi3s2LGDratbty57nZKSAqFQiG3btqFTp06sI4oD54cnEomYKeXAgQOhUCjQsmVLZGZmIiUlBX5+fgZVl8eOHcuCNJVKha5du7Lurn8X/7igZuTIkXB2dsbhw4dRWlqK0tJSHDp0CM7OzkhOTkbTpk1ZWtXb2xt2dna8tJ+dnR0jJn5NHwCoCCY4BcvKAguVSoXmzZvzPteiRQsYGxvDwsKCER4tLCygVqtZ23ZMTAySkpJw/PhxRpDlgpHz589/U2Axc+ZMVmLgZl66qWxOaI/LFHDo2LEjrK2tMW7cOJaS3bZtG1xdXdG+fXtcv35dz/xu/vz5bJap6+arvaSlpcHa2ppHRqssVc+dL5FIBJlMhpCQEHh6ejJ1SgsLC4wYMQJmZmZsFqJSqZgeDIfbt2/D09OTpWqtra0hl8uZbDlQeVBz7949gzoWt27dws2bN3nET0OZp8uXLzOtF05qgEsHc79dVlYGhULBhAE5M0JAX7CrrKwMPXv2xMyZM/X2kcugGHoIcedx1apVkMvlmDBhAnto//DDD1AoFFi+fDmb1Rqa8TZs2BA9e/as1AdJG4YmGbNnz0ZCQgLs7OwMBiy614RAIGDbaG1tjZ49e37VTVm7/CSTydC6dWvs3r3boFGhIVKwIXBKzL6+vujWrRu6desGX19fJqQH8CcMN2/eZDP6S5cuQSAQsAddXl4eunfvzgigCoUCz58/h1gsRkFBwTc3ESgUCpaZ5qwpZs+ejZSUlCpbo7+2n9rjZLNmzXDs2LHvUtrVxS+//KI3BurCycmJSWRwv/X7778znzttKxJtQ94vX77g1KlTaNasGW/c4LS0dNv1DZFobW1tsXDhQp7opa+vL8aMGQM7Ozvevi9YsECPIK2NqKgoFmgawoIFCxAVFcVea+vMyOVy7N69GwKBAF26dEFISAgKCgqwatUqrFixAt27d4e1tTUvOz5s2DD2/FCpVGyM4bzsOAsDbTkObhLA/a2dNVGpVCzbe/v2bRZIWVhY4NChQ3r7w+lRcZ+vVasWFixYgEWLFmHUqFEYMGAABgwYwCZFjx8/xvTp0+Ht7c0oICtWrNAjzf+7+Me1dH/+/Jk6duxIW7duZe165eXlFBERQadOnaKWLVsykt+4cePow4cPtG7dOurVqxcVFBTQoUOHqFq1atSoUSN69epVlb91/vx52rJli8H2Yo5YR0S0atUq2r59O2VlZTGSnaG27WvXrrG/r169SmZmZmRqakovX76k6Oho2rRpEz19+pQsLS1p+vTplJOTQ6dPn2afKS0tpdzcXLp79y61b9+ejI2N6dGjR9StWze6e/cu/fXXXyQQCKikpITkcjkJBAJGwHz8+DH5+/vTkiVLqGbNmkRUQehNTk6mPXv2MBKYSCQiOzs71oauCycnJzp//jxpNBo9ErU2BAIB3bt3j4qLi0mtVtPNmzdp9erVBt9riHQ5Z84c+uOPP8jc3JzMzMzY/i5fvpyIiPLz86lx48b0+PFj9hmuhfOXX36hffv20erVqykvL4+MjY3J3t6ezpw5QzKZjAoKCsjPz4/XWhwdHU3dunXjtayvX7+ePn36RFlZWYxITVTRHs6dJ23s3LmTUlJSqEmTJlRcXExisZgWLFjA2uqJiFq0aEGmpqYkEAhIo9FQTk4OdenShbZv305mZmZ08OBBIiJ6+/Yt3b59mxo3bky3b98mAPTXX39Reno63bhxg/Lz89n2u7i40JQpU2jOnDlUXFxMRBXk3cjISLp48SI7Ri4uLpSenk6dOnVi29O1a1eaP38+jwD+PdBuR4+KiiKiCkL+qVOnSK1W09u3b0kul5OTkxPZ2NiQUCg02D5brVo1IqogPefn51cqj0BE1LdvX9q0aRM5OjpSt27dKDU1lSwsLIiIaObMmeTi4sJaSJOTk2nr1q2k0WjYvc/h9evXtGrVKtbG7O/vTwkJCZSVlUU3btwgIiJfX1/6+eefad26ddS8eXNydXVl1//OnTupc+fO9OrVK7p9+zZ5e3vTjh07eATT9+/f0+jRo2nJkiUkFAqprKyMatWqRbdv36agoCCaMmUKKRQKGjp0KOXl5ZGHhwfFxcWxz69YsYKSkpJo3bp1FBQURGPGjKEtW7bQwYMH6f3799SkSRM9cq322FRUVERGRkZM7mL9+vXUtWtXio+PZ23i9+7do0uXLpFIJKLRo0ezY8lh4MCBlZ4LDvfu3aOgoCB2/RmCQqGgK1eukJubG7t2OVIqAJ7UAvfYWrp0KeXm5lJubi49f/6cXFxcqH///jR48GA6c+YMhYeH67Xrx8XFkUaj4ZFoZTIZxcbG0pcvX9g9tnLlSho/fjyTI1i5ciXdvXuXpk+fTitXrmTkZF1YWlpSbm4u+fv7G/z/K1euUGxsLD1//pyIiHJycqhz5840ZswYGj16NBtrYUDuQS6X08KFC6lbt25snVAoJEtLSxo2bBht3LiRatasSYsWLSKRSETTp0+nWbNm0cuXL78qx6EN7XGuSZMmZGVlRatXrzYoP9G7d28qKiqiPXv2EBHRoUOHqHnz5uTm5kY3btyggIAANkbVrFmTjh07RhqNhjp27Eg+Pj5kb29PCQkJ37xtX8V/JTT6X4ibN29iy5Yt2LVrFwoLC+Hj44OffvqJ9x6ZTIZx48bBx8dHT15aV8ZaV/a5devWEIlE8PLyYrVsLy8vmJiY6NWyDZnoGWqJ1E6ZazQaCAQVpn1jxozB27dvWXsmRyZ2dHRk3+Hv788EqbRLaUFBQRCJRIiPj0fnzp3RpUsX2NjYICUlhbedMpnMIBfp/v37kMvlLBOTnJyMiIgInDt3DkqlEvv370dWVha8vb3x22+//VvnSpuz863QNQR1cXHBqlWr2OtRo0YxdVsAvMyItgrqvXv30LNnT5bxEQqFzClZ+5rgfLO0YWFhAYVCASMjI+zevbtK0rWuMF5lrs9fMyPkoE3w0850ODk5MYd1f39/FBUVYfTo0bC0tMTixYvZeVy0aBEsLS0xduxYPHv27LtnSXfu3EH//v1ZlnHAgAEGvYsMtaMLBAJ4eHigU6dOSE5ORo0aNaBWqyGTyeDv78+bRX/48AFnzpzBrl27kJOTg/r166N3794GS8wPHz7EokWLQERQq9Vwd3eHh4cHPDw8WDlYoVAgKioKSUlJ2L9/P0xNTTFz5kxYWVmhRo0ajBR85MgRmJmZwc7Ojn3WwcEBGo1GzyGcU7r96aefmCT9Tz/9BAsLC2ZsumLFCtjZ2TEfOO59s2fPhoWFBYYMGYIbN25gxIgR7FhpNBomwBYTE4PAwEA9F3MrKyvWystZU3h6ekKpVMLJyemrLfcCgQC+vr7stY+PD6ysrPRUqc3NzfXI7y4uLnB1da30GtEukXBZN91yonbzhTahmCvR5ubmIikpCWFhYbzshIWFBYyNjZGUlIT58+cjPz+fp2YslUrZdaTbrn/58mV2LjgSrVgshlKpxJUrV3j70KBBA0ilUlZOtbe3Z4KilUEsFvP8lXTx+PFj3tgEVCiq169fH+bm5qxBY+HChTxBxsePHxs0HN6xYweGDBnCFISDg4MxZswY7Nu3D69evYJYLP6qzEBVOHnyJIyMjNCmTRucOXMGb968wevXr5GXl4fWrVvDyMgIR44cYST7atWqYdCgQXjw4AEbQ/39/VGzZk0sXrwYv/76Kxvvf//9dwQFBf3b22YI/7hMTWWQSqV09epVFvkTEdWoUYPat29PI0eOJLlcTpcuXaLhw4fTjRs36NmzZ2xmef/+fSooKCCJREI+Pj4kEAjoxo0bpNFo6OXLl/Tp0yfy9fUliUSiN/MhIvrrr7+IiFjrtjbev3/P2sy9vb15s/sOHTrQhg0byMfHh7y9vSk7O5vMzc3p1atX5O/vT61bt2bv3bhxI0mlUmrevDnNmzePZRgUCgWZmpryMhaGYGNjQxs2bKB69erx1h88eJDat29Pz549IyIiW1tbysnJIRcXF/Lw8KDz58+Tl5cX7dy5k3788Uc6ceLEN50PXdy9e5fWrFlDd+/epfnz55OVlRX9/vvv5OTkZHDGU7t2bWrTpg0NHTqUrl69SkFBQXTnzh2WHbK1tSUA9OTJEzpw4AAlJydTaWkpxcTE0KdPn2j//v3su06ePElNmzalVatWUVZWFu3Zs4c0Gg29ePGCzp8/Ty4uLuTo6Ei//fYbVatWjWUtSktL6eeff6YRI0aQVColoVBIYWFhdOTIEZo3bx5PXEsikbD2cq6NuX///jR+/HiysbHhZUd0wbUqcwBABQUFdPr0aWrUqBENHjyYzdY8PDxYhpKDnZ0dLV26lCeaRVQxY+/ZsydNnTqV2rdvTwqFgjIyMmjPnj306NEj+vz5MwGgjx8/0pcvX8jFxYXKy8uppKSEnj59SlKplPr27cuOYUFBAe3atYsaNGigtw+cuKVcLqfAwEBydnbWe8+JEydozZo1tHXrVvLz86OaNWvSxo0bea3V2sPV7NmzWRbi5s2btHLlSvLy8mJZzuLiYgJAGo2GiYplZWVRy5YtSalUklqtpo8fP9KKFSvYd3PZAE76QCAQsBl+aWkpjRw5koqKimjbtm1sO8rKymjx4sW0fv16evr0KRFVyBkMGDCARo0aRSKRiLXbbtq0iebPn8/GBFtbWxo0aBANGzaMRCIREVW0nf/www904MAB2rlzJ/ud69evU1RUFJvhE1XIEHz8+JHs7OyovLycfvzxRzp16hR5enrS+PHjWds7UcUMWruNnojoyZMnJBKJaNeuXURUMU5u3LiRNBoNRUdHs8/euXOHAgIC6OPHj3rnTRtmZmZsNs9lrz98+EASiYSGDh3K2pDz8vJowYIFVF5ezr7zxIkTlJCQQB06dKDMzEzq1asXXbt2jU6dOkVHjx6lGjVqsN8JDg6mGzduUPXq1SkmJoZiYmIoNTWV9u/fz9r1uTHwwIED1K1bN152uaSkhH755ReWcRMKhbRkyRJycnJi4pV5eXn08OFD2rNnD9WoUYOKi4t50gKVQSQS6QkeauPp06dkZ2en12L+34BQKKR169bRgQMHaOPGjSQUCsnIyIgdi7KyMsrOzuZlH5s3b86uvcqwY8cO6tmzp55ciFqtJhsbG7p16/8h76/Do7raqGF8zWQyHnd3YiRAcIIEKW7BIVjQ4hqkuEuRAAWKFIIUdyhaXIu7BLeipUGCRdbvjzxnP3Myk0Db5/1+79dvXde5IONH9j73vu91r5UqHpOuLaVSCVtbWxw5cgTFihXD+vXr0bVrVzGeAODevXuIjIxEenr6/+gI4N+XqcnLLkCn05l1W2zatIk6nY4ajUYYKYaEhFCpVLJq1aoyy/aiRYvKVjlSLXvkyJHU6XTs0qULBw0aJAzDpPph6dKlRVucKd69e8fExERaWVlZbCuUsHr1atarV48REREEwOrVq5sJ+ZE59XSpXm+aYfD09DQTA7TkXVSgQAE6ODiwYcOG1Ol0fP78OW/evMno6Gh6e3sLwqmNjQ1PnjxJpVIpiLpkTsYjLyfxL0ESf1OpVLS2tubt27dpb29PnU4nE14z3TZs2EC1Ws1KlSrRzc2NtWvXln2mSqVirVq1SOYQEDt16sRWrVoxJCSERqPRomx5fitLmJCPJWRmZrJhw4asXr0609PTuXz5ctasWZMqlcpsBWvJ/0uj0VCj0Vj0gcnPc6hSpUps2rQp582b91UZLo1Gwxs3bsgekzob8B/bitu3b3PYsGE0GAwsVaoUtVotx4wZw8DAQEF0nz59OpOTk+nl5cXKlSub2WwMHDgwX67B1+Lp06esWLEiAbBdu3aiS4607FHm7+9PtVotiPPS9f/27VvWrVtX5pvm4eEhRL4KFCjANWvW8MCBA1y6dKkQIjxw4ADVajWXLFkiiOy5O6NMyZmmGQdTrkd+yO91lpoIduzYwWbNmpkZB+aH58+fi4xQUlISlUolS5QowXr16pmJEkqQzEJzY+7cuTLn7ryQmwi6dOlS7tixQ5Ccr1+/zvr169PKyor169fn+PHjZV1svXr1YkxMjIxQfOTIEU6ZMkX4lk2bNo1paWn8888/uXnzZvbt25dFixYVvI6BAweatevnli6whMePH/O7775jgwYN2KBBA3br1s1MVoLMydpbympLsCR4aLpFRUVZlEMwHfNTp07lokWLRLNIUlIS7ezsWLp0aTOfOzJHYmH9+vWCK6hQKKjX6xkVFSWMbYcOHUoXFxeq1WrxW7RaLQMDA0WG67fffmOvXr04b948s+9IT0/nhg0bOGnSJE6aNIkbN25kqVKlzEj2Tk5O3LBhA8+fPy94gW5ubpw/f75ZBWTPnj10cXHJ97z8VfzrMjV52QVcuHABhw4dQseOHYW1wdGjR7Fo0SIEBQXhjz/+EHL2w4cPR9WqVcVnWqrje3t7Y8eOHYiKihK17L179yIrKwsbNmzA69evxWtHjBiBhw8fyjgjnTt3xq+//gp3d3fBs/njjz9w8eJFuLq6mgmdATm11ydPnlhcLTg4OODo0aNmXJDBgwdj+vTpePXqlbBAiI+Pl703IyMDFy9exO+//47s7GyQhI+PD548eYJy5crh1KlT4vOKFy+Ofv36oUWLFqhduzbs7e0xYcIEzJw5E+vWrcPt27f/6ikTWRcnJyd069YNFy9exOHDh3Hnzh3MnDkTycnJZu9p06YN9u7di23btsHd3R09evSQWTzY2NhgwoQJ6N69O0JDQzF27Fh88803aNiwIfbt2yf4Aqay5efPn8/zN967dw89e/aE0WgU18bhw4fx5s0b7Nu3DwULFsTLly+xatUqTJ8+HXfv3hUrls2bNyMhIQHh4eHYs2cP7O3tAeSIXC1duhQhISEoWrQoDAYD/vzzT+zevVvwnyTwP/V109Xd7du3kZycLFZdERER6NWrlxBok1CyZEmULFlSJgZYv359XL9+Hba2trh27RouXLiAb775Bh06dMCiRYvw9OlTnD9/HkWLFkXbtm3x/PlzIUOv1Wpx6dIlM0Gx1NRUREdHy1bzloT2gJxs1fPnzxEYGChW9O/evcOrV6+QkZGB0NBQXLp0CRcvXsxXuEyCjY0Nzp8/j6CgIDg4OODIkSOIjIzEhQsXUK9ePbE67N69O7Zt24aQkBCcO3cO9+7dg9FoxKpVqzB58mScPXsWQE6mZdmyZahatSouXLggvufYsWMYMmQI9u/fD5JYtWoVZs6cCaPRKLKZfwemAnRAToZUo9EIjs/evXsBAE5OTujSpQsqVKiA2NhYIchpivT0dHFtScebJMqXL48dO3bIxkluHt7y5cvRu3dvtGrVSmRqjh49ipSUFMyYMQOdO3f+W/v3+++/Y8SIEViyZAmqVauGokWLYuzYsXB2doa7u7vsWlcoFOI8SDYZOp1OZHlOnTqFDx8+YPfu3YiJicEff/yBAwcOYO3atVizZg1ICu7f06dPUbp0aWzfvl1mfZB77ERGRqJnz56ysWOJRwfk8I4WLlwo49GZYtSoUV91TEaMGAEAuHnzJtq1a4djx46J50yzHUeOHEHlypWRnJyMbdu2QaVSyXhRUVFRuHbtGhwcHPD+/XtotVpotVqZdQYAkUV0cXHB/fv3AeTMvenp6fDx8cFPP/2E0NBQREZG4ubNm+jRoweGDx+Ou3fv5smPNBgMOHPmjEzYs379+qhVqxY6duyI/v37Y/PmzbC3t8fly5dRpEgRsZ+3bt1Cw4YNUbx4cSxcuPCrjtlX4X8aIv1fgPzsAjZs2MDY2Fg6OjrSwcGBPj4+X6yPkjnCXkOGDJHVQZs3b86pU6eS/G8tW3LYzt1me+3aNWo0GhYvXpxubm5CntpoNFKtVsvq3dWqVaNGo7FYC7fUii2hSZMm7NixI8n/1qPfvn0rMkdGo5EFCxbMk8+TlZUlRKokvYODBw+Kz5MyP8uWLWNycjKVSiVPnz4teCharZarVq364rG0BIPBICwnTL/r7t27siyTJNb3NejWrRv9/PxYpUoVOjk5Cc7IypUrGR4ezi1btnxRtjw3Hj9+zMGDB7NmzZps2LAhR40axYcPH3L58uWsUaOGECzz8PAQjtqS1oaVlRX9/PxkK0ZLGhq2tra0s7NjdHS0WPmYbhJ27txJtVrNEiVKiKxgiRIlqNFozIwHLXXtWFlZUa/Xy7pa9Ho9jxw5Qp1OR3d3d545c4b+/v7ctWsXbW1txed5e3vLnJ8lrF69mj4+PrIVZ+vWranX61m7dm0hBFehQgVaW1uzUKFCtLa2Fu31kpaLJNOfmJj4VeOTJN3c3ASHIr+usc+fP/P7779nz549hXszmSNS2bhxY5ENKFu2LL28vGSChStXrqS3tzd79erFPXv2sGjRorSxsWG/fv3YtGlTenh4iM4105Z2KUshtZ/7+fmZjUNHR8c8uyfbtm3L1q1bs0aNGoyJiWHVqlXF3FGmTBkOGTJEdiw6derEwMBAbt++XWSEbGxs6OvrKzMzlLiGUsedNO5q1apFd3d3Ojo60tHRkbGxsV90sbeEd+/ecdasWaIDrXTp0jx06BBJy6aHEp49e8ZLly7xwoULLFKkCOvWrSvjMWVkZDAuLo6enp6CZ+Ti4iL4NYsXL87XEiGvsaNWq9mpUydxDWg0Gtk1IuHmzZsWndH/LsqUKWOW7dBqtdyxYwfPnz/PAQMGiO6ty5cv09nZmSS5YsUKvnv3jj/88IMYM/lBr9db1P7atGkTDQYDZ8yYIWQadu3aJbLNkoheYmIily1bJtMcK1asmFk2yxIvMCIigo6OjlSpVCK7Khkz5zbu/Kf41wU1Hh4eZqn2vGAwGPJNI0oYP3688EeShL3Gjx/P0aNHc8aMGczKyuKECROo0WhYrVo1Mz2JunXrUqlUcsqUKSKtb2VlRTs7O3Hzk3D58mVZW6EpTEWTcuPBgweMiIhgeHg4VSoVS5UqRScnJzo5OTEpKUlYzefeTHH9+nW6u7tToVDIUv65WzlN/VnS09N55swZvnjx4ovHMS94eXmJkoDBYOD58+f5+vVrLl++nP7+/mJiNhgMbNmyJXfu3Cnem5qayu+//57dunVj9+7dOXXqVN6+fTvPm9e0adO4YMGCv/1bTdG0aVMaDAa6uLiwW7dugqBrSlicOHGicCMfNWpUvoqa5H/bi019dyxtOp2Orq6uZuWevEpAuVPrWq1WaHVI57dAgQL88ccf6erqytjYWE6YMIHLli1jyZIlxURK5pRH7O3tOXHiRB46dIiHDh3ihAkTxI3Tkoidabo9NDSUK1asIEkCoJeXF4cPH84OHTqwadOmgsx84sQJlitXjnXr1pUJ6klE/YEDB4qbUlBQkGjh79evH4ODgzl27FjGxMSYaUTlhiUXcy8vL2q1WuGzpVQqqdFo2KJFC1aqVIkajYbdunXjs2fPWL16dUZERHDOnDncuHEjN23aRKVSyZSUFDZr1kyUk0eOHMkBAwZQoVDkORazs7N5//59MzG53Lh8+TLbtGkjXNZNYUmHZcCAAUxMTJSdx3r16rFly5b89OmTbIzv37//q0pNprh//z7Lly8vpBTu379PZ2dncf7VarVYJJE5Zezc7eGnT59mZGSkWVCY+/ohc8rtSqWSs2bN4sWLF/n582daWVl91c29cOHCHDhwoOyxU6dOifMtXQNSqTg3Mfxr5TS+FpYkBVxcXMS8VbhwYS5dupRkDkFfCtItHUOprG4JDg4OZv5Kklu8g4MD69Spw4kTJzIlJYWLFi0SWjxNmzalRqOhra2taEYJDg5mp06dOGTIEBYrVoz79+8XJPvcLfemv23Xrl2cPHkyZ82aJbse/pf41wU1U6ZMYdeuXfM8saaryG+++YZTp04Vdcu84O/vT09PTwKgRqORKXu6urqKCWjChAnUarXs0aOHECLq3r07FQqFsJo3Go28desWK1WqxMKFC7NJkyb88OEDN2/ezGfPnrFx48aySfj169fcvHnzF/VyyJwVzPLly5mUlMQuXbpwwYIFX5wcJWRlZbFly5biRiSZzg0dOpRarVZm3pnbdC4v7NixQxbF//DDDyxUqBCbN28uC/z69evHsmXL8smTJ2Y8Fks8FwAMCQlhtWrVxMrY3d2dbm5uVCqVtLa2FtoMffr0ERkeS6acf8Wg888//5TV9mNiYrhmzRqzjgQbGxvR1VSlShUmJydz4cKF9PLyopWVFdetW2emvCtBWvmY3uwGDRpEW1tblipVSvxWhUJBg8FgxtWaOnWqGYdKgiTwRlrO7PXp04eBgYFs27YtV61aRZVKJUxF1Wq1yPQVLlyYXl5eopNJ6goJCAgwW3G6uLhw8+bNsiyTTqcTvADpHOcn147/qPX6+/sLvoC1tbXMRsLGxkYobOfXNUbmBO/dunUTnS8eHh6Mj4+X8ZMyMjLYpk0blilThhcvXuQvv/zChg0b0srKis2bN5fdTIxGo8ysj8xbifn8+fMWOVQSsrKyaG1tbdYVd+PGDc6bN4/NmzcXnTv169dncnKy7NhKxze3DkvPnj1FB1737t3Zp08farVatmnThn369LGYIZXmMEvZitxo3LgxS5UqxeXLl7Nu3boMCwsjAOp0OlavXp2enp50dnYWAYOfnx8LFy4sy2pLho0nTpzg3bt3ee/ePTo7O3Pp0qVm53Dnzp10dXWVPRYQEGB2LMicjN93330n/tZoNOzcuTMTExPFY2XLlmWDBg1k8vySyGXZsmXFY6Y8uv8VLGU7WrRowZiYGLZv3556vV6Ig27evFkI4JmesyVLlrBgwYKCpxcVFSUCoYMHD/Lz589s1aoVIyMjeeLECRH8RERE0NnZmdWrV6dWq+X58+dZoEABzpo1i15eXjx27Bj1ej3nzZvHOnXqsG7duty7dy+HDRvGcuXKWVTeNuWb5Yd3795x6NChLF26NIOCghgQECDb/i7+dZya+Ph47N+/H46OjoiMjBTdEe/evcPZs2dl2jPMCeoAACtWrDCzmzftFrlw4QJiYmJER43Ea8nNt1mzZg1mzJgharXh4eE4c+YMUlNT4evrC4VCgT179sDNzQ3ffPMNnj9/juDgYLx8+RJKpRJarRa7du2SdfxUqVIF9evXR/fu3S3uc0ZGBsLCwrBt2zaEh4d/8RhZ6qb59ddfceXKFVSuXBm//vorbG1tYWVlhc+fPyM9PR12dnZQKpV4//49gBzjuT59+ojPUCgU0Gq1CA4ORr169eDo6IioqChMmjQJNWvWxKVLl4RZ3v79+xEWFobFixcDyOmS6NatG1JSUpCZmQkrKytkZ2ejcuXKOHr0KBYuXAgvLy/xXWlpadi1axfmzp0LhUKBb775Bp07d4ZCoUCZMmUwe/ZsjBs3DmPHjsWKFSswePBgGI1GDBkyRHxGbq0NANi/f3+ex+xravsSKlWqBB8fH1SpUgXt27fH1atXUaBAAXGspeNlOvRq164t9u3q1auIiIjApk2bYG1tje7du8Pd3R1Dhw4VnVc+Pj4oVaoUbGxsZFwtg8EAvV4v65ABgD59+mDVqlW4desWVq9ejd9//x1LliyBtbU1bt68iWLFiuHmzZtwdnbGoUOH4OrqihMnTmDEiBFwcnJCaGioxeMiXUs2NjYW6+tTp07FnTt38MMPPwjeRGBgINavX48iRYogKioKzZs3R0JCAg4dOoTu3bvj4sWLAIBixYohMTERXbp0ETX9EiVKoEaNGhg1apTgjrm6uiIhIQHVq1dHly5d8jyHALB+/Xo0a9YMxYoVE10uycnJUCqVWL16NRo2bChee/XqVRQrVgxt27bFTz/9hIoVK2LixIlmfLeIiAj8/PPPKFKkCIoUKQKFQoELFy4gMjJS1on24cMHPHz4EDVr1sSaNWtw8uRJrFixAm/evMGNGzdw9+5dHD9+HDVr1sQ333yDihUrCk0bqbutV69eqF27NqKioqBQKNCuXTvMmDFDZs5ZuXJl2NnZwWg0YunSpQBy+CHXrl1DRkaG+P1HjhxBkSJFYDQaBW/OaDSiRo0aOHv2rOicSktLQ8mSJVG6dGk8efLEYneiu7s7tmzZghIlSuDVq1dwdnZGjRo1xDz56tUr7Nq1C82bNwcAXLx4EVeuXIG3tze6dOkCa2trDBgwAElJSXBxcRHaNz179sTGjRsxZcoUGRcyKSkJ8fHxYr+AHN7OvXv3sHz5cpnpZsWKFeHn54eUlBQAOWMnMDAQVlZW2LdvH4Ac/Zfx48dj+vTpolPt6tWriI2NxevXrwWvJjeP7u/C1Az49OnTGDp0KMaPHy8Mj9PS0jB27Fg8fvwYPXr0EN17I0aMgFqtxpAhQ8T1v2nTJgwbNgzdu3eXGa3Onj0bY8eORf/+/fHkyROo1Wq0adMGW7duFffFjIwMqFQqZGVloU2bNli0aBH0ej0SExPx5MkThISE4MmTJ1i6dCmuXLmCuLg4vHjxAp8/f8bRo0cxf/58bNmyBR8+fLA4f6rVavzxxx9ifgOApUuXYsSIEXjy5AmsrKzQpUsXeHt7m2ng9OrV6+8d3L8dDv1firxq0q6urnRzc5OtIi3JuUubQqGQpdEOHz4sItD8SjOWUKBAAZ44cYJkzspUqoEvWbKERqORbm5urFevnsXMSmJiIlevXi3zeSL/2z0lwdPTU6zOHBwcRDkot16Kg4MDVSqV2KRuGqPRyN69ezMjI4MajYaTJ09mSkoKJ0yYQL1eL7oZwsLCRMdYTEwMY2JiaDQaaWdnx5IlS4rvk7R+pPLeiBEj2LBhQ5I5suWW1E4fPHjAX375hatXrzbzScqNJk2asFOnTpw5c6bQkQDAvn37Mj09PU+rhNwriK/NJpUtW5Zt27bltGnThGLytGnTWKJECQYGBsrUkgcMGEAPDw/a2trKSnzdu3dnQECAmQJ17t+JXBkqWEjBjxo1SqSDTUtAksnm4cOHRUnA2tqaarWae/fuZYECBcT36HQ6Dh069G9l9izB0orTkieZn58fw8LCGB8fzx9++IE6nY5VqlShvb0927VrJ97r4OBgpn0jZTpJChsJMicD4ufn98XfGBgYyGHDhskec3V1ZUJCAvV6vUiZx8fHs0yZMkIzRCoXS5tpKTAoKIg2NjaiG3LkyJFUKBTs37+/LOPm5+fHLl268NOnT3zy5AltbGwYEBBAhULBSpUqCVXzLVu2MCQkhMWKFRO/sVevXixSpAg1Gg1Lly4tdEjyUq92d3cnAJGNcnJyopeXl0yHxVK2rkGDBrSxsZF1RKWkpFCpVNLNzY1qtVqMxwkTJogxnXtezG1+mTu7a6mDTafT0cXFRbZKt+RbJnEOg4ODqdfrxXkwtUPJTw/MUvnUaDTSYDBw9OjRsmP5888/U6/Xy3h0f/zxR77X2NcgL5uDv5LtOHz4MD9+/Eh/f38uWbLE7PmUlBThG2Z6jaSmpso4hZmZmbK5zsXFhdu2beOzZ89E6evTp09csWIFra2tGRcXJ7qJO3TowKVLl+ZZ7ahevbqMO3Xx4kWqVCp26NCBWq2Wjo6OHDFixN84gnnjX5epyQuWVpGmUCqVFtUSJUhsdCAn+gwNDUVSUhK6du0qOoMkfP78WdbpMXHiRBiNRkyePBlKpRJKpRIBAQF48OAB+vTpg3nz5uHChQvw9fU1+14rKyucOnUKlStXlmWZXr58CXd3d2RmZgIAxo8fj9TUVCxcuBA///wzmjVrBo1G80UVSWkFotPpcP36dfj5+cm6p65evYoSJUoIJdDk5GQcPnwYixcvFlmD169fo0OHDihbtiw6duyIFi1a4MOHDzh16hSOHDmCiIgIlC1bFq1bt0anTp1w7949REREiKxPXtiwYQMaN26Mmzdvyo7vs2fPEB4eDltbW7x48QLx8fFo3749Hj16hEmTJsHT0xPDhg1D69atcffuXfE+S6vaqKgojBo1Ctu2bUOfPn3MsklVq1ZF3bp14ezsjHPnzqFGjRoyxeSMjAz8/vvvZrorkmKyhDt37sDT0xNWVlZmCq8HDx7M9zjEx8ejU6dOqFGjBmbPno158+bB3t4eLVq0EN0eQI4eTVJSEpydndGjRw8ULVoUly5dwqdPnxATE4Pff/8dQUFB+Omnn6BUKtGlSxe8evVKrFbzQ0xMDPbu3QsHBweRjciNt2/f4smTJ9i2bZtYcUo6NgDEfvM/GVKlUonFixdj1apVQlulc+fOomujT58+cHFxwXfffSc+w93dHfv370d4eDgiIiIwceJE1K1bFxcuXEBsbGy+irVAjmrtxYsXZXpVPXv2xNq1a/Hs2TNcuXIFRqMRrVq1wqlTp+Dn5weNRmP2OfXr1xf/nzhxIjIyMkASer0e1tbW+PTpE9RqNRQKhdD2cHBwwIkTJxAaGoqZM2di9erV+PPPP9GkSRMsXboUL168wIULF1C0aFGkp6cjIyMDWq1W1uGUnZ2NZcuWYffu3Thy5AjOnz+PmJgY2So5KysL69atQ1JSEtq3bw8gJ2OckJAAnU6HR48eiddWq1YNJEW27rfffoOPjw9OnTolsiylS5dGyZIlkZKSgqysLDE3nDx5Eg0aNMCjR4+gVCplGWzTOQSQa7OQxIMHD+Dq6irbt5cvX6JNmzYoUaIEChYsKBsnnz59EnN3UFAQGjVqBJL4+eefRVZm4MCB2LBhAxQKBRISEszOmdRtRBLJycmYOnWq0O+SztvcuXNFtkPKCDVs2NBiB+Y/wZfGPJCTzdqyZQvS09Oxdu1aeHl5YdmyZQgICEDZsmXF67RaLS5fviyu6czMTKxYsQIhISGoWLEiPn/+bFHhPC8kJCTg+vXrKFKkCFauXImYmBicPXsWzs7OePv2LQYOHIiWLVvCy8tLZFXzQrVq1bB161YUK1YMQI6K/8GDB3HkyBEEBASgZ8+eWLBggUxN/x/jfxoi/V8MS6tIU1hynJa2rl27UqvVsnnz5lQoFOzduzfj4+OFf8b8+fO5efNmzp07lxEREflG3AqFgp07d2b9+vXZsWNHzpgxgxqNhv3795et9iXVRsV/zB4NBoPIGr169YpLliyhXq8X/lSSl5RWqxXEVNPNEkx1LKKjo4X/iGl2ZNSoUbKasqenp8xwT8Lly5eFi/mZM2fo5OTEOnXqsFq1ahw9ejStra2FqdyuXbsYEhJCkvzxxx/ZsGFDNm/eXGSz9u7dy8KFCwu1Xum3rF+/nrVr1xZcjtGjR5sx52/dukVra2tOnz7djFuiVCr58OFD2arGYDDwzJkztLKysphNksh4rq6u3LVrl9l+W6rtW4JCoWBcXByXLVsmc4eX8Pjx4zzfK3G1qlWrxuDgYNrb27N27drU6/WcMGEC37x5I7I/EiRlXVdXV968eZN//PEHFQoFV61aJTxxJE2JX3/9lXFxcSxevDjHjRtH0jzDp9VqxWOmjuWmmQhYqK3nvv4zMjJE19iX0KNHD9rZ2bF8+fKCByIRgvv06fOXCcFkjrHookWLZI99+vSJVapUka2WNRoNe/fu/VVcNktGfaabBNPMpUTK1Gq1PHr0KLVarRh3KSkpnDhxIq2trc0+64cffhB6JMiDzyDp5owdO1Z8d1ZWlsjuSa+xs7PjiBEjuHTpUpGt02g0wn/J9Hdv3bpVmA5a6k6U5jWJ86VWq9muXTvxd+fOncU1kBdvaMuWLbSzs/uiISqZQ66tV6+e2bnI3e1GkkuXLmWZMmXo4eEhuDnTpk3jpk2bxNjJKyP07bffcuvWrVy2bBmXLFki274Gv/76KwcPHsz27dubaYONGjXKzPhWwrp166jT6dihQwdqNBpxzGfNmsUaNWrIXhsZGSnGrQSdTsd+/fqxYMGCVCgUrFmzprgX2NnZsVatWuL/ubOPUVFRdHZ2pp2dHXfs2EGVSkUfHx+WKFFC3AOlzI+pT5uljLhGo+GDBw/E74qNjRXX5bJly1ijRg2z8/VP8a/M1Kxbtw5r1qzBnTt3kJGRASBHQTL3KnLAgAEIDAzEt99+K/O2+eGHH3Dr1i0RnQcEBGDUqFFo3bq1zH8EkPtz0IQvcfbsWbPVbKFChaBUKuHt7S1TcPz9999hMBiEAq2kYmr6uczlfaJQKBASEoJPnz7h3bt3CAgIwJ07d/Dhwwc0btxY9r1v3rxBeHi4UOs1GAyIj4/Hvn37ZMqpKpUKQ4cOxcSJEzFq1CjcuHEDS5cuxbZt24RKrNFoxLZt2xAXFyf7jgMHDqBOnTp4+/Yt7ty5g8KFC+Py5cvo2rUrHj58iJ49e4pVY58+fZCVlQVPT08MHz4c0dHRuH79OkhiyJAhmDVrFnr16oXOnTvD19cXFy9eREBAAOzs7NC8eXO0b98eJUuWlK0MJXz48AGTJ0/G6NGjQRLZ2dl48+YNSMLBwQEnT55EiRIlkJaWBgDw8/PDgAEDMGvWLAQGBpplk6ysrHDhwgUkJyfnWdtv2LAhli5ditTUVDg7O8tUVSVkZmbi8+fP+Pz5M5RKJdzc3ODh4SGuu5MnT6JIkSKy1alpBqVXr16YNWsW7Ozs8OnTJ3z69AkVKlTA1q1bMWzYMFjC9OnTUbVqVcHP+uGHHxAXF4dSpUph9OjRePbsGTw8PKDValGuXDmEhYVh0aJFGDNmjEyJNj+Yanh8afUp6Z4YjUZcvnxZ5nllCRUrVjR77MOHD8jKyoKNjQ22bt2Kfv36iSzPtGnTLCoVm6ry/v777xg+fDiaNGmCUqVKAQBOnDiBtWvXYsiQIeI7PT09odPphKbL/fv3sXHjRkRERMg0rPJCVlYWpk+fLvOGe/PmDVQqFaytrZGZmYkTJ06gefPmaNu2LWbOnInXr1+L7MasWbOwePFiodfSs2dPHDhwAFevXoWDgwPCw8NRqFAhzJ49G+vWrcP169dRsmRJqFQq/Pbbb3B1dZXxSpYuXYpff/0VzZs3F7yjI0eOYOTIkejYsSPGjRsHAKhXrx7S0tKwcuVKeHp6AshRPXZ3d4e/vz9+/fVX8Rs3btyI/v374/bt24iLi8s30y1ByihFRkbip59+EucAyPEeq127NoYNGwY3NzcAOZlqS9pcDg4OePPmjZkq79GjR1GjRg3MmTMHQA4vZsGCBejduzfGjRsnvKVSUlKwZMkSMx7I+/fvhdbWjRs30K5dO+FPl1tLJ7e6bm6MGjUKo0ePRrFixWSaaRK2bNmSp+5YkSJF0KdPH7Ru3VqW9ZKyxU+fPhWvXb9+PZo2bYoqVaqILNP06dPx+vVrrFu3Dg0bNkSTJk1EVuz8+fMoWLAgVCqVTJvLNPsoYcSIEUhPT8fhw4dx4MAB7N+/H+fOnUOBAgUQFxeHyMhIlCxZUqilA//NFB49ehS7d+9GeHg47O3tkZ2djYMHDyI4OFhky1NTU5Genm6WmQMgrv2/jP9piPR/AWbMmEGj0cju3bsLbgLyWNEgj1XAmTNn6OXlJf7WaDQW9UxSU1Nl2YC83H4l5jqZE9n27duX/fv3F5oN8+bNE6shCQcOHOD+/fupUCio0WjYr18/kTk6duyYbGW/YMECYTOf23NEUuutUqWKqId36tRJ6E9I2Z9ffvmFnp6e9PLyoouLC3U6HWNjY82yEy1atGBAQAA3bNggHJ83bNjAwMBAtmzZkmSOFkzRokXzPkn/QYECBcRK9tChQ1QoFHRzc2OdOnXEqkKlUrFq1aqsV68eCxUqxBo1aoh2y9xO46abtFqQjrklRVjTa6By5coWs0nSylRayZm+x8rKikWKFGHPnj1ZtWpV4URbtWpVVq1a1eKq/aeffhJ8FqVSSUdHR5YvX56enp50d3dnt27d2Lt3b/bu3Vscp9WrV1OlUnHy5MnisWvXrrFUqVL09/eXeRxJW1xcHAHIHLatrKzo7u4uWs+fPn1KhULBQoUKic9duHCh7O//BdauXcvGjRuzZMmSLFKkCO3s7Ojr6/s/UR/OjU+fPvH69euyTiZLq8gvca2++eYbzp07l2RO15urqyu9vb2p1Wo5Z84cWbtq7jbW169fc8CAAXR3d+fYsWOFjEPNmjXFd0l8uAULFojOLYPBwJUrV3Ls2LHU6XSsX78+mzVrxmfPnrFRo0bs0qULN27cKNvfe/fuMSsry2z1nHuzNNeNHz+e3bt3FxlWMofX5uPjQysrKwYGBgqfOSmjKXmgHTlyhIGBgX9J4dgUW7ZsYdmyZWUt2KZ8KdNM9a1bt2TH9tWrVyxTpgxVKpWsk+eXX36hwWAgAJFhBMCoqCg+f/5cjOWnT5+ydu3aVCgUZrpCpscnJCSE3bp14/z58//WPrq7u4sOJEvIzXUxhU6nE1k90+yYpHuVG6dPn2ZCQoLgOZYtW5be3t6cNWsWFQoF9+3bJ6QSJA0ZU1y4cEE42Ju+ztL25s0bbt++nUlJSYyJiaFarRYdWWSORpjBYGDNmjUZFRVFDw8PNm7cmDExMVSpVBw2bJjI7jZo0ICenp5flBv5K/jXBTWmGhg6nY4rVqzggQMH2Lp1a9avX19WVrK2tuby5ct54MAB2WfcvHlTduFYSu+R5JgxY1iwYEHxd+4S18WLF+nn50elUsnQ0FCeO3eOAKjX62lra0srKysxSSUkJAhzOUm6PCwsjAqFgk2bNiVJjh07lj///LPsN7x48YIFChRg9erVGR0dzVmzZsmeL1WqlBAJlAaHk5MT58yZIwvcSHLfvn0yHQtLePv2LTt06CBL06rVanbs2JHv3r3j69evee7cOZ47d87iZG+6abVaWWpSrVazTp06eZK9rays2KhRI7Zt21a0+FqSy5fakK2trVmkSBFxowdArVbLuLg4cQ1s2LCBlStXZnR0tEzorXfv3uzRo4eZFkT58uVZvHhxFi9enOXLlzcTzytfvjzDwsIYGxub5zGcPHmyMFG1srISLdNSgPP582fx2jVr1lCtVnPixIk8ffq0rM12wYIFtLKyore3t0WTQUslASsrK3bo0EGUBABw6NCh4vtu3bplUVjMEuE892ZjY0MbGxvZBDhgwADq9Xq2bNmSarWanTt3Ftd1yZIluWLFijzb2/8K0tPThaigqZBc9+7dOWHCBLPXx8fHy0jBuTe1Ws3KlSszPj6eCxYsYHR0NLOysrhmzRqGhYXJCLqWSJ6mQYTpzXr69OmixClh+vTpgjCsUOQYq6rVatlChJQTc03x559/cteuXfmWSCxZZfj5+XHFihVCj0TC8ePH6ebmxpkzZ3LmzJncvn07O3ToQJVKJdrplUolW7ZsadFg8Wtgb28v5hCtVksHBweq1Wrq9XohTpr7mObepOvIdMzb29uL8qq031FRUWzWrJmY/6pXr87g4GCqVCqhK6RQKKjVajlgwADxXr1ez99+++2r5CsswdHR0aLJq4S82v7JnPZ0STgwd+u2qQFpfp9tKaDNi3ysUCh47tw53r9/32JJyfS9WVlZPHHiBCdMmCDsbEw/08nJifPmzaOXlxdfvHjBcuXKiUX3hg0bZN9bqVIlWbv9/wL/uqDGVAPD1JH5wIEDZvoQkZGRnDlzphlze+bMmbILZ926dbSyshL8kNGjR7NatWpUqVSyk7R3716WLl1aCBFVqVKF1atX565du5iYmEgvLy8C4JMnT5iVlcWuXbuyZMmS4v2mPk/h4eGsV68eV69ezUOHDjEhIYEajUaoJS9dupRBQUHU6XS0t7dn4cKFGRgYSK1WK2P8K5VKRkREkPzv4NDpdNyzZ49ZxJ+f8F9uvH37Vty4TB2evzTZmw6O3INa6sDICxUqVDBbqeZGft0nSUlJ/Pnnn/np06ev2kfpN0kTSnZ2Nl+8eCHLvFmC6TWYG6dOnWKXLl3o4OBAFxcX4eAeFhbGoKAgajQaNmrUiNnZ2Vy7di2tra05ePBgVqxYkQqFgg4ODrSzsyMAqlQq4WqcGzdv3mRUVJRZ4KVWqxkTE8O4uDhWqFCBVlZWwl3d3t6etra2spWug4MDHR0daW9vzwIFCrB9+/acOnUqHRwc2KxZM5EZa9asmVnXVm6tIQAiyyZNtLknXikDllubqGnTpvnyxHr27MmiRYvy8OHDss6bTZs2sXDhwmbHp23btmZdaHkF0I0bNxYrxwcPHgiPKCkbZImHp9VquXr1ah44cECoM1esWJHnzp2jra0t9+3bJ67D169fs2LFikxPT+ezZ88sLkTIHF+e3AsRS55i0mY63xUtWpQ9evSQvVej0bB169ayOejDhw95ZgPu379v1p34d2Epiyl1XsXGxrJLly5C46tdu3bs0aOHxUy1aSeP0WgU+loSwsPDOXnyZNrZ2YljaTQaOWDAAFmmUKFQcOrUqdTpdKIbJz4+nvPmzfvbQc2AAQPMuqlMoVAo8lwsaLVaKpVK2tjYUKPRsFevXmzVqhUNBgMbNmxolpmePn06ExMTxf1p7ty5vHXrFu/du0eFQsHTp0/LHL8l3Lhxg2XLljULXqSxee/ePd65c4ebNm3ioEGDWKFCBdrY2FCpVNLHx0eoOpsGby4uLjKHepJMS0szC4ADAgJ48+ZNs/n4zz///Ec6Nf+6oCYgIECIRRUtWlSYs0nEOFP89NNP1Ol0BCAGzLBhw6jX681SjrnTewkJCWaiVKYXRm4hMWnr1KmTIIddu3bti3LbpoQxAKJkNW3aNOp0OhYqVIgjRowQZpoKhUJmpqlQKERZSBrUlSpVYpkyZahUKmUDSSLgSgJOptvXitV9abI33b5ELsz9PatXr2ZgYCBnzZrFY8eOmaVFJWRmZjIlJUWYcEpYtGiRRXn/NWvWyAidpjh8+DDv3bvHVq1a0c7OTpxbe3t7JiYm8saNGzx16hRPnTolSMuWgq+pU6eyYMGCtLa2Zr169bh161aR7k1PT2dKSgoLFSpEAPTx8WHlypWpVqs5ZswYNmnShMWKFePVq1e5cuVKOjk5sVSpUmIFaoqXL1+yUqVK4jqUboiJiYns27cvW7Rowdq1a/PBgwecOnUqjUajECecNm0abWxsaG9vL1bpLVu2pLOzM8eNGydIi0WKFDHLCJJkx44daTQauXDhQl68eJEXL16kWq1mcHAwV61aRVtbW7q6urJfv35MTU2lo6OjeK8lVd5+/fpRpVKxWLFiVKvVrF27NgsUKEA7OzuZuSyZI7svEVxNA4GbN2/SxsaGZA5JefLkySxSpAgNBgMNBgOLFCnC77//XpYdI8moqCjOmDGDDx48oK2tLY8dO8YlS5bw2LFjMjmCjIwMDh8+nNOnT5e931TGQVJnVigUnDdvHl1cXEQJsmLFihw4cCCtrKzEuPla2xAyp0TSq1cvGeF04sSJMsuSRo0aibkoMDBQWGVYW1sLSQAJGo2GoaGhtLe35969e/9Ri/9fhaXMq7e3N/38/L7qJmdJBHHBggV0dXWlVqsV5T0XFxdqtVquXLlSvE4qBR0/fpzu7u5s2LChyGYDyFcwMy/07NmT9vb2MqK76aZQKDhjxgyLAd7ixYvZoEEDISkgnT87OzuzY+Tp6SmyaNJi1mAw0N/fn5cuXZLNyblhyaIhty2LFMR4enoyISGBCxcuFEHM+/fvWaZMGTZp0oTZ2dm8dOkSjUYjCxUqlKcAbu5jnhtPnz6VWRL9Vfzrgpr27duLVZWpBgYANm/e3Oz1Y8aMkQUdRqPRokttbl0YS7B00964caP4Oz+7gbxQuHBhkUZWKBTs0qULb968ydKlS8tcsdu3b8/GjRszKChI9v5SpUrRzc2NT548oV6v582bN7lkyRJaWVnR2tqa4eHhDA8Pp8FgoL29PQMCAhgWFma2ma72Y2Ji6OPj88XV85dQoUIFi/5HplvFihXF6/NLqSoUClknlEajMTsWISEh3Ldvn/gs06xRbgd3Ca9fv2ZAQABdXFzYu3dv/vjjj5w7dy7btGlDa2trGT/HysqKtWrV4qxZs8yCL19fX/bs2ZO//vqr2XccPnyY9erVo06no5eXF5ctW0aNRsMmTZrwwoULNBqN/Pnnn3nhwgXq9XqRnfntt9/MguJWrVqxWrVqfPjwoex627lzJyMiInj37l0GBwdTochxhTd1sG7QoAGjo6NlfB4yp0OtQYMGJHOymEql0iLHLDo62uymGxAQwB9++IHFixdn0aJF+e233zIwMJC7du2SZRIs3ZCioqL4ww8/iOdv377N7OxsduzYkcOHD5e9VtJ4MX0tmdMNY2try/fv3zM2NpZKpZJVq1Zlr1692KtXL1atWpUKhYJlypQRXWn37t2TWRB88803JHMWRt99952ZmqzBYBD8LQkDBw4UJetJkyaJMqNKpWJiYiJ37NjBUaNGsU6dOrS3tycAGgwGVq1alba2tpw/fz6zsrJk+yJx10yh1+vNdJz8/f2FHP7u3btpb2/PXbt2sVmzZgwICBBWGZUqVaKDgwMXLVokVvCDBg2iTqejnZ0d9Xo9NRoNPT09WaJECTZo0OBvKXHnhVu3bnHIkCGCN0SS27dv5+XLl/nixQuzbOfly5dF5mzZsmVcuHAhmzdvzsqVK7NixYqiY0fyLyLJR48eMSwsTJwjhUJBJycnRkZGyixyTDPM9+/fFwsM06xFXvyrvPCleS0/To2ET58+8cqVK/ztt99kGXFTlCpVinXq1JFpzbx69YpFihShjY2NrOtr+vTpMh+vvHigpvjxxx/ztR76888/WahQITZq1Iiurq4MDg4206Yy3aSgUKFQcOnSpbJAccOGDezWrVue8/HX4F8X1GRlZcmi0po1a7Jw4cJUKBSCSyBtPXv2ZMmSJVmmTBk+f/6cb9++FRd3biLgnTt3qFQqLXJD8oJpeUWKYP+q3YApYUzy3ZDk4RUKBa9fv04yZ2L19vZmUlKS7P2XL18WkvKmQUCzZs04d+5c9u3bl3379v1q4bWVK1fS2tqatWvX/uLqmfy6ev/XwjR9qlQqZSnV3AFjdHS02Y1Go9GIY2n6WYcPHzbjFUgYPXo0g4ODZWWyBw8e0M3NjZ6ennR0dGRCQgI3btzIcePG0dvbO89J0HQyfPz4MceNG8eQkBC6ubmZ1bxN32cawJmm/c+ePSuyEBLc3NzECis3wVBqnczIyOD58+fN2sgNBgO3bNliVl67efOmeO+tW7eoUCg4ZcoUs2OlUqno4eEhe6x9+/bs3r27sA+R9iu30F5oaCgDAgJkfjB6vV6cL0dHR2HGd/XqVbq5uckIweXKlRPBnuk46969O6tVq8bhw4fT19fXIkmyVKlSdHBw4IgRI2SkYI1Gw8GDB4uMmkKh4M6dO81uAnFxcfmWbS1xFEw3vV7PiRMn8qeffmKrVq1oY2NDAIKjlB8xNz4+nqtXr5Y9ZspV69mzJzt16kQyp9Rgb28vXpednc0BAwaIUodSqaRer+eoUaMYFxfHFy9e8NixY8IPDkC+i46/AksNDOR/eUPNmjVj3759xeufPXtGBwcHRkZGCi89KfCXjFLbt29PFxcXKpVKQXKWeHV2dnZ0cHAQ5R6Jz2M0GgWhWHoNmZM9lWQy/m756UswDaQk+Pj4yMbfrFmz8r3HkDnn21RUkSTnzJkjhFZNA/7FixczLi5OvO5LUieWYOkeeP36dfr4+LBLly5MSEgQW17GzHmNCUk40bRp5q/ivxre/xIo/yNuJ+H9+/ewt7cHkNPeZ2rHrlarUahQIfTv3x8ajQYHDx4ESTx69AjFixdHamoqXFxcxPv5n7ZgCfxPO3futkJTVKpUCY8ePUJaWhpUKhW+/fZbYcfw6dOnL+6Pu7s7bt26BX9/f1hbW2PPnj3w8/PDvn370Lt3b4SHh0Or1eLDhw/w8PAQAlMSTp06BQcHB5w+fRqLFi3CzJkz4evri9GjR4u2SQkZGRmiBT43pNZjSUq8W7dusLGxwYwZMxAQEIDOnTvDw8ND9p6tW7ciISEhz5bI1q1bf3H/TWHarksSPj4+FtshAWDQoEFo0aIFtm3bhqJFi8JgMMDFxQUnTpyAo6Oj+KwHDx7g5cuXspZE6fMfPnyIX375Bd99951MuGrkyJEIDQ3Frl27sGLFCixYsAD169dH/fr10adPH8TFxcHf3x+TJ082+10fPnxA+fLlcfLkSZQuXRrdunVDuXLlzL7fFB06dMCbN28wa9YshISEAAAeP36MPn36oHLlyrLXpqenizZkU7x69UqIyKlUKhQqVMjsNY6Ojrh165ZZm6skT9C3b1+8ePEC1tbWSEpKwuzZs9GuXTsAwG+//YbMzEwEBgbi8+fPYpzNnj0bHTt2RFhYGO7du4eqVavi2LFjGD16NDp37iy+Y+bMmejVqxfGjh2L3bt3A8hp23379i0AwMvLC5cvX0ZQUBAGDBiAZ8+eITIyEqmpqQgMDISLiwv69++Pq1evIjMzEzNmzMDVq1dx7NgxHDx4EC1atMC0adMQHR1ttt83b97E0KFD8eOPP8Lb2xvu7u44d+4c1q9fj+HDh2PHjh3Izs6GQqFAz549ZXYqWVlZuHHjBhQKBfr37y+uNVPcvXsXJIVgnem1pFar4erqCisrK9y/fx8KhQLZ2dlYs2YN3r59C4VCgYiICGRlZaFFixYYMGAAFi1aJOQjSpUqhb59++Lq1atCqkKn02HFihUIDw/Hzp07MXbsWAA5IpkfPnxAhw4dAOS0VX/33XcYNmwYrl27Bp1Oh5CQENy/fx/u7u6ijfzz58+oV68e4uLivkq6/vDhw5g3bx5u376NdevWWRSNGzRoEMaOHYtHjx7h+PHjAHIsN54+fYqdO3fCysoK1apVEzYcp0+fhqOjI86fPw+VSgWDwQAfHx+sXr1a9t38j+XL9evXAeSIDlapUuWLIqSbNm1CjRo1xBjR6/XYuHEjRowYgUOHDuHjx4/QarVf3Pe/AlpQU3n06JHsfvLdd9+hZs2aMsmRR48eYcuWLUIqwGg0YsSIEfD19cW0adMAALNmzULv3r2xdu1a3Lt3T7y3WLFi6Nu3r7BpmDRpEgYMGCCzaDCF6fdKsLe3t9i+TxI//vijsIDJ694o2eMEBATg1KlTFi1r/hH+djj0fylyuzZPmzaNd+7cYdu2bUXEO3HiRFnHR3Z2tkWbhNwrbLVaLVZPpltukpfRaGTr1q2pUqloY2PDggULsnbt2iJSbdOmDRs1asSWLVtazG6YYvz48YyIiOCJEydoY2PDw4cPc/ny5XRxceHMmTN59epVrlq1ip07d7ZopikJtElIS0tjmzZtqNVqLYp25dXFIZWarKyshLhf7tWzu7u77Ldbqvf/U9y6dUu065crV449evTgrVu3zDI1pmnj3PuiUCiYmZnJzMxMKpVKent7s1+/frLvefnypeAcSdkwCZ6enmJ1c+3aNTMC+sGDB80yFs+fP2fNmjVlv8N0s+TELeHBgwcsXLgwra2tzVaguUXsatSoIa5tKWORlZXFxo0bW+ycMcX8+fNpZWVFJycnYSrn5OQkurOKFClCLy8vqlQq6vV6urm5id/aokULzp8/n05OTnRxcWHlypVZuXJlurq60snJicePH6evry8nTJgga02XYG9vL8p50urZ2tqaOp2ODg4OHD16NF1cXBgZGUm1Ws1y5cqZEYLDw8PZoUMHFi9enOHh4UxISBDXZ24RMFPodDoeP36cGo1GkIIbN27M0aNHU6fTcciQIXR0dBTXTpMmTQT5fPz48XlmYL5Uprh//z6XLFnCtm3b0t/fn0ajkVWrVuWYMWN46NAh3rx5UxBzd+/ezbJly+Z5/VgqzQKgk5MT3759y1OnTtFoNMpcqL29venk5CRzofb09KSDgwPj4+M5Y8YMnj9//ovcCFN8rWicxBuKi4sT5zEuLo6lSpUSx61UqVIiI+To6CjLQru4uHyRj0jmjOOuXbsyPDycTk5OZnN1fsjMzOTo0aPp6ekp66gbOnSorFMyP5w6dYpJSUlfXarPXZLKPa/9+uuv1Ov1LFiwoMjYGwwGKpVKRkZGCpkNa2trhoaG8pdffqHRaOT58+f5+vVrpqamms37lho68rt2v8SVlLZNmzYJcde8urz+T+BflamZMGEChg8fjuzsbLi6uoIkXrx4gYEDB2L8+PEi6ly9ejUGDhwo3rdu3Tqo1WpMmTIFvXr1QkxMDGxsbDBy5EgAOavcEiVK4Ndff5V9H0m8evUKTk5OSEtLw5EjR3D48GFkZWWJ7zpx4gQiIiJk78vOzoZWq8WVK1fEyhvIEabKLTg2aNAgZGdno3z58sjIyED58uWh0WjQv39/9OjRA0DOaqRp06aoVKkSZsyYgeXLlwPIWelGRUXh4sWL+O2331CyZEmcOXMGFy5cEKJ7Wq3WTFBw27ZtAIC9e/diwoQJKF68ODZu3IiqVatCoVDg2LFjaNSokVg9R0VFIS0tzcz24PHjx+jZs6fFzMHfwa5du1C3bl0ULlxYrGB/++03REZGmtlcrF+/Hg0bNpRlHTIyMjB+/HgcOHBACFFlZ2ejXLlyGD9+vOy73r17B61Wizdv3ohMXVpaGpYvX46XL18K4Th7e3uZOR2QY9j48uVLzJ8/X9hlrFu3TthJLF68GM2aNcO7d+9w6NAhVKtWTRhemiIqKgrbt2+Hj48Pzp49a3EFmhuTJ09G5cqVcfr0aXz+/BkDBgzAlStX8OrVKxw9ejTf49uxY0dERETghx9+wI0bNwAAdnZ2CAsLw9atW0WW8s8//0RiYiLKlSuHfv36yT6jWbNm+Pnnn5GamgoAKF++PKysrLB8+XI8fvwYb968QceOHc2+Ozk5Gc+ePcPQoUPxww8/iHOQkZEBBwcHtGrVCtbW1hg9ejQaNGiAOXPmyGxFIiMj8ejRIyxYsMDivtna2uL58+fw8fExey44OBjr1q2DXq/Hrl270KdPH8ydOxfx8fGwtbVFREQEHB0dMWHCBHz8+BGLFy+WZQgGDx6c73GVIJlLAkD//v2Rnp6OkJAQhIaGolWrVhg+fLjMAFP6bQAQGxsLlUqFbdu2WRRyM828ZWRkYMaMGXj48CHatm0Lo9GIPn36IDw8HO3btxcZsszMTNSvXx/16tVDbGysMK99+/Yttm3bhitXrmDNmjVwcnKSiYXmxoYNG8T/x44dix9//BGtW7fGqlWrxOOxsbEiYwTkjJsnT55g//79Qoht//79QtDv3bt3+PHHH8V+OTs7o2TJkuL97dq1w9SpU2Xipz179kRwcLAwwwSAVq1a4fTp0yhQoAAGDBggzEaVSiWioqJk+7F48WKcO3cOrq6uyM7OxoEDB3D+/HlUqlQJ27dvF68rWLAgkpOThZhoXli1ahVat26NatWqYffu3ahatSpSU1Px7NkzxMfH5/vevDB48GD0799fGLquX78ewcHBIImrV6+KDHR2djZu3LiBOnXqIDs7G4ULF4ZSqcS0adPg6+uL/v37m2WKpGP9/PlzABBZcMl4NSIiAp06dRIimnkhPT0dPXr0wNKlS8V9xsrKCmXKlMHnz59x//59HD9+HEuWLMHx48fh4OBg0b5o+PDhf+sY/WsyNfv27aNSqeSIESMEYSo+Pp53797lsGHDxMo+Pj6e1tbWQoMiPj6evr6+bNWqFckcrsXRo0fp7e0tPttS7ZP872q+du3atLW1ZfPmzblt2zbRuqZSqSxaCpBkRESEmRy5vb09T58+bfba5ORkGo3GLxLGTDFhwgRaW1uzaNGiNBgM1Ov1HDduHN3d3dm1a1eGhIQwLCyMCxcuzFPW3RJRs3nz5ixZsiSHDx8uVs8dOnSgn5+f2erDUr3/n6Bw4cIcOHAgyZwVjST9XaBAAQKQ2UNIWRFL2Lp1K2vVqsV69epRqVTKOrByc62USiXXrVvH5s2bCwM2Pz8/IUpoiRfVs2dPAqCbmxsLFSrEwoULU6VSMSQkRJD3JOLd5s2b89S0MRqNvH79Oq2srGQiZV9CWloax4wZw8aNG7NGjRocMmSIWSfY18LT09OsXn///n3u3r2brq6uvH//vtkmYfz48YJs6+7uTisrKyoUOTon33//vdl3rV+/ngEBASxXrpyM9L1582bB9zLlBxgMBrECPXLkCG1sbPLURGrSpIkgO+fG2rVrRYZDIgVLmiXVq1dnq1atxHV3//79vy3rbtpubZpRsbKyoo2NjciIZGZmmpFglUolS5Qo8bc5LFqt1owLtHLlSnF+TPlxtra2dHd3Z2RkJJ2cnGhlZUUXFxdGR0db5EiY4mtF4/r168eyZcsKY8+bN2+yZs2a9Pf358iRI1m3bl22a9eOWVlZXLZsmZhnpfFdunRpKpVKGRlV0qAynYeMRiNXrlwpa4WPiooS0hgS5s+fL/iK0phVq9UMCgpikSJFZPty7do1GTcpL/wVorsEhUIuKqrVajls2DDxt0ajEYaskqHrgQMHuHDhQrq5uYksSf/+/ens7Mzhw4eLz6hTp45ZNs9SRrFs2bJCNPDJkye0tbVl6dKl6ezszFGjRln83enp6bx27RovXLjAhg0b0tvbm7Nnzxbjr2vXrlQqlSxevLgYw4ULF6avry+NRiMLFy7MyMhIoeH2T4Q5/zVBjeTabApTLYoCBQowICCAbdu2pUqlYsOGDcWgtLW1FeqhZM7EpdFoxElSKBTcv3+/Gcnw9u3bgnBWpkwZ/vDDD7Je/PyCGkuKmgsWLKCLi4ts8pkyZQptbW1lbZdfA0tqvTVq1GD//v2pVqvZp08fMw+iP//8k1OmTGH79u3Zvn17qtVqsc9SqemPP/4Q2htZWVmcMGEC69Spw759+/LVq1cyJvvChQvp6+vLESNG/K2WyNzQaDSCKGs6qTZo0IBKpTLfCffNmzecN28eixcvTqVSKdLaUueLKfmxatWqbNGihQhO8J/yi1QW0Wg0wrXZ3t5eNiE8e/aM1tbWZoGK5OJM5rQfHzlyhCR5584dWRebKaSJMCAgQJB//y78/f1ZpUoV2WOVK1c2a5XNysrijRs3ePjwYR48eJA6nY7JyckyAq8pgdkS6W/z5s0cM2YMlUolmzVrxp9//pmbN29m9+7dGR4ezsGDB9PKykr2me/fv2dkZCRr1KhBhULBgQMHcsOGDczMzJQJIJoSgmGSRpcm6rzS6FeuXKHRaGTJkiW5evVqXrhwgefPn+fKlStZokQJ4aMmkYJDQkI4btw4njlzhi4uLty7dy8zMzPZp08fWllZ0c3NzazkXKtWLVEerFWrlhBPywvXrl3jqFGj6OrqKvSHatWqxTJlylCn07Fx48aCBOvm5sbGjRubdaZZUtNOSEhg586dOX/+fO7bt4/9+vWjQpEj7GnaURQVFcWuXbvS1dXV4k335cuXXLduHVu1aiWCny/ha0XjPn36ZCboB4CNGjViZmYmL1y4IEQIpfNoOq4DAwNZoEAB2WNKpZINGjSQjftixYpxzZo1soBKq9XKOp/InDE5cOBAGeFbq9WK42W6L1euXPmqwDY/onvuUr2EvERFpU2pVIoALTw8XMyjljyvli9fLjodpWMsSUNIHYxpaWlik2Bvby9K7jNmzBDdZLt27TKbL54/f85atWrlqU0lITw8nKNHj6azs7PsWF66dIlOTk7ida9fv2Z8fHy+Ssxfwr8mqPH398+XxX3o0CH6+/uTJAsVKsTFixeTpFBQlIKP58+fs0yZMhbr1gDEar5169aia6BAgQKCe6DVajl8+HC+ePEi36DGkqKmg4MDdTodFQoF7969y4kTJ1KlUrF8+fJm9dgGDRrQ2tqaWq1WsPZNN5iw+SW2f3BwMAMCArh//36z33Pq1Ck6OjrSy8tLfId04z5z5gyjoqKEUvOxY8doa2trcb/y4xf81ZbI3PD29raoM7N69Wr6+PhYfM/BgwfZunVrGgwG2traMioqinXq1BGmcsHBwUxISGBiYiI/f/7MNWvWsGrVqtTpdIyPj2e3bt2oVCo5btw4kcmaPXs23dzcqNVqWalSJSYkJDA5OZmdO3cW3RKmPAUyZ3LduXMnyRwzw1atWvHRo0ccMGCAaNPNbfZYo0YN/v7771y4cCFr1qzJP/74Q/aZiYmJZmqcgwcPZo0aNZiQkMDSpUsL24f69evL2m937NjBPn36yOQPgoODRX3e0opOqtdPmTKFnp6eQmp+165dnD9/vkUxPdPz/fTpU3p6egpzvLJly3LTpk2cOHGiyORIulEFCxakXq9naGiojDtz+PBhGo1Gfvvtt1Sr1WzYsCGLFi1KrVbLefPm5VnfJ3OUciMiImQcAulmL1lHkDkTa6dOnahSqWhvby/UhIcNG0ZbW1sGBQUJ64P27duLY2YqRti8eXNaW1szOTmZDx8+zDObReaMvdDQUF69epWzZ88WyrqmnJHcwp7SCtjX11e0Kzs6Ogruj1arFV11CoWCpUuXplarZfHixfngwQM+ePCAGo2G7u7u7NWrl7jprl+/ngkJCVSpVCJDY8qv+RK+xAHMjfv373Pt2rVcvHgxFQq5JcKdO3e4fPlyDh8+3Iyjtm3bNjOhzsjISDP9pJMnT7JAgQL09fUVx83V1ZVbtmyRdRXZ2Nhw6dKldHFxEY/FxMR8lclvXvDy8hKBzNfOn19CvXr1hIaaqaFr4cKFWaxYMW7dutVs8SiJOkqSHmT+Fg2WjFfJnHOVu0u0RYsWjI2N5alTp2gwGLh7926q1Wr6+/sLUU8yJ0DcvXs39Xq97FimpqaafaakxP938a8JanQ6nUXn3/Lly3PUqFFct26diNbnz59Pg8HAdu3aMSIiQqZr0KJFC/r6+gpSXqFChahQ5EhoR0VFidW8s7MzfXx8ZAqW9+/fZ8GCBQXJUalUMjk52cxBmczf2bdmzZp0cnKivb09a9asSTs7O/r5+Ql9CX9/f9rb27NEiRJ0d3enSqXikCFDZJ+hUCg4c+ZM8bfRaGSTJk0s/hYyJ+XYtm1bWTt8s2bNWKxYMZYrV+6LpaZ/iq/JJIwaNYr29vacOHEiDx06xEOHDgmpblPlzidPnnDChAkMCAigq6sru3fvTpVKxcqVKwsLivr167NWrVr08/OjnZ0d4+Pj6eLiwnLlynHevHkyzQdLwemrV6/47bffCkl3hSJH7bdz585MSEiQZf7IHEdaKZA+ffo0nZ2dRUBrKpRmNBrNVpGS6rBGo2GBAgUEOddoNMoE7Mgc7R+lUvlFombBggVFCv7ixYvUaDR0dXWlo6Mj69evzz///JNpaWn8/fff2b59eyEnIJUqunTpIkT7JGzbto0VKlQQ59PSIuPevXusUaOG2YrOxcWFFSpUEG7iz54948uXL1m9enUZSZPMIYvnRQj+Gpw7d46rV6/m6tWree7cOTZu3FjcDN+/f8+QkBBaW1vTysqKSUlJotwbGBjIESNG8MiRIzLrAzs7OzOvs9TUVAYFBeVJysz9ewwGgyD8S5o2ppO9aXBoichvquiq1WpZpkwZrlq1il26dBGBSUJCguz3AGDLli358eNHcdN1cXFhXFwctVqt7Jjm9u+yRGgnc5ouxo4dK9OF0Wq1ssaM3LC0X6Zbbsdx6TyZNiDcu3ePzZo1o0aj4fDhw0UwK5U98moYkNCoUSN6eXmxffv24rFNmzbRzs6OEydOpF6v5/fffy8sYnbv3p3n/kho3ry5UIb+X82ft2/fFtnzd+/esXPnzvT396dGo7FIFpeutXv37okASDrmeZF3S5QowYEDB/LQoUPUarUimD1+/LiZorW7u7uwpZDK6pUqVWJsbCxLly4tXhcWFsYyZcqwcuXKsqBm5syZZtfQ4cOHv6q8lxf+NS7dSqXSomtz27ZtcfDgQdy/fx8kUblyZVSsWBHv37/HlStXRBu0u7s7gBxH2jJlyqBly5Zo06YNTp8+jQkTJqBatWr44YcfcOTIEQCAwWDAiRMnzMhmFy5cQGxsLM6cOYOffvoJy5YtQ1paGr755huZW7CEmTNnWtyfKVOmoHz58nj69Ck+fvyIRo0aoXfv3gBySGC9evXCx48f0b17d4wZMwa3b9/G8uXLhSOzUqlEp06dBEl39uzZaNmypXAClyC1AOp0Opw7d05G2Hr16hUuXryImjVr4t27d5g8ebJwRB46dGieTs6VKlXChg0bBMH2azBy5Ei4uLigW7du4rHZs2fj5cuXok2dJJKTkzF16lQ8fvwYQE6rb1JSEnbv3o2FCxeiU6dOOHToECpXroxNmzYhIyMDVlZWsLa2xoULFwRpu0GDBuIzz58/D4PBgNTUVNja2sLHxwfe3t6wtrbGhg0bzN5rCv6HjL5gwQIYjUYoFAqkp6dj2rRpqFWrlsU2yZ49e+L9+/e4fv06fH19ZS2N9erVQ4MGDWTu1yNHjjQjhpq2TZu28X/J3ffJkycAABsbG+GUPXLkSFy+fBk7duzAihUr0LlzZ5kLMJBD/pPci4OCgszalgHg1q1bKFSokGgrT01Nhbe3t/nJBnD58mUULVoUhw8fRkhICLy9vcV4UiqVWLJkCezs7HD37l307t0b8+fPN5MgqFu3rvj/xYsXLX6PQqGAVquFr6+vaNfNDXd3d+zatQuFChXCihUrMGLECFy4cAFLlizBjz/+iDVr1iAoKAh2dna4du0afH194eHhgV9++QUxMTEwGAxQKpWi/RzIIcZmZGTg4sWLOHHiBBQKBQ4cOCCed3BwwKVLl3Dy5EmcOHECnz9/hkajQYkSJaDVaqHX67Fq1SrRRpyXA3qLFi0watQo0aYN5BA8Z8yYgSFDhsDOzg516tTBggULcOTIEURHR+PEiRMAgDFjxoiW8DFjxmDWrFmoV68e9uzZg5iYGEEAnjlzJoYMGYK2bdti/vz5SExMxO3bt3Hq1Cl069ZNOHyb4vPnz7h16xbevXuHiIgIGI1G2fNZWVlISUnB3r17cePGDWRnZ8vco5OTkwHktLz7+fkJx3AJVatWRYMGDfDtt98iLS0NoaGhUKvVePr0KYxGI16/fg0AsLa2hq+vL8aOHQs3NzcoFAq8e/cOAwYMwI0bNwRx/MGDB7CyskKjRo1QtGhRMWZv376NnTt34s8//8S7d+8QExOD4cOHf5VT+6tXr/Dx40d4enoiOzv7q+fPv4qQkBBUrVoVw4cPF2PE0vHJysrCq1ev0LJlSyxfvlzMVxIkMnhGRgbS09NBEomJiVi0aBGAnPby69evy4jhtra2uHjxIvz9/eHn54cVK1bAzs4OVapUwbNnz1CpUiUAOZIPHz58wKRJkzBy5EgsXLgQy5cvx549e9C8eXPExMSAJJ48eYJly5ahQoUKWLFixd86Hv+qoGbs2LFmg0fCgwcPMG3aNLRq1QoHDhzAw4cPYTQaERsbi0qVKiEpKQmA5ZMUGxuLu3fvIjIyUnT4ODo6Ytu2bShTpozse44ePYo6deoIW/qsrCxs3boVixYtMgtqbt++jaJFiyIzMxOOjo6wsrLChw8foFKpxKB68OABPDw8oFarsWTJEvTt2xenTp1CamoqQkNDoVQqwZyMGxQKBTZu3IiKFSuiVq1aFi9YUygUCuzbtw8A4ObmhmXLlonBmpmZiRUrVkCtVqNXr1549uzZXzoXlgLM/yWUSiVu3bqFwMBAABA38AIFCqBnz55o3LgxYmNjBfs+d2CSmJgoPuv169fYuXMnGjZsiPv37+PmzZt48eIFvL29MX36dDRt2hTnz5+3GNRICAgI+KrfrVAocOfOnTyf//HHHzFq1CgkJCRY1DyRbuRGoxFNmjRBu3bthPYHkKOvcfXqVfj7+8uCmokTJ+K7774T11VWVhaGDx+O4cOHo2zZsqJbpU2bNujSpYtZJ5spcnd7/fbbb7h16xYOHjyI69ev4/z581AqlfD29sbHjx9Rv359zJo1SxZUPHv2DJ6enkLHwnQ85e7GszRFKRQKpKWlib/z0s6QYG1tjaZNm2LevHlmeiM6nQ6pqanw8fFB69at4enpieHDhyMxMRFr1qyBlZUVUlNTUaNGDURHR6No0aLYtm0bateujUGDBiE2NhYXLlzAu3fvxGcaDAZ069YNDx48EF1Apvsl7ZO1tTUKFCgAvV4PDw8PMU737dsHR0dHREZGmgXFpjcVvV6PQ4cOoVixYuKxhIQEnD17Fjdv3oRGo8GRI0dQrlw5rFixAt999x0uX74M4L83XaPRiOzsbCQnJ+O3335DUFAQkpKSxE23WLFiGDRokOh4lK6p4cOH49WrV6Jb7a+ge/fuSElJQa1atUQ31+vXr4We1fTp0/N9v7OzMw4ePIjIyEgsXLgQM2fORN++fZGRkYFp06bh0KFD0Ol0cHV1xblz5xAaGip7P0ns2bMHFy5cgE6nw7hx42TXBUm8fv0aRqMR1tbW+Y7Z/yfRoUMHtGzZEnFxceIxW1tbnDt3DkFBQeKx3Mdn1qxZuHTpEgD5eDLVlJH0Y4CchfOHDx/QtWtX8di9e/eg1+tl83rx4sUxduxYVKtWDXXr1oW9vT0mTJiAqVOnYtmyZUKLLDw8HFZWVhg/frxYHCmVSjg4OIh7tlKphIuLCypVqoTBgweLrri/in9NUOPv75/vpCbh7t27AIA7d+5g0aJFmDVrFt69eycmV+kkzZs3Dx8+fICLiwtevHiB27dv4/Hjx6hWrRqAHDGotLQ0xMTEiLbh3377DR07dkTRokWRkpKS7+84ePAgatSogdjYWBw6dAjXrl0TN5/Tp09j3bp1AHJWdEuWLEHdunXRvHlzlC5dGj179sSWLVtQr149bNq0CXZ2dqhYsaK4QHNPnl8SCARysgcbN27ElClTRKAWHBwMR0dHNG3aVKycvgZ/N6j5/Pkz7t69i6CgILPWVkCeATL9jjdv3sDR0RGpqal4/vw5fvrpJ6xatQrv3r3DrFmz0KxZM3h4eOSZbdm+fTvatGmDFy9eiMdu376NxYsXY8mSJXj8+DGaN2+Otm3bolKlSvm2t+aGJB6WFzIyMvDo0SNUq1YNnz9/Ftk4wPLN/Pnz53BxccGmTZuQkpKC7du3w9/fH+3atUPr1q1RtmxZzJ8/H1WqVBFBTUpKCiZPngyj0ShWXf369cPdu3dRtmxZHDt2DHfv3sXJkyfRu3dvfPr0Cb/88gusra3x/v17LFq0CCdPnsS7d++QnZ0txhCQc66lwNHX1xerVq2C0WhEdHQ0ihUrBm9vb+zduxexsbGoUaOGeN/bt28xfPhwcV22bt0aZ8+exU8//YQSJUoA+O94unz5slmgkxvSb1i4cKF4/8mTJzF16lSMGDECmZmZGDRoEJo2bYopU6bI3lugQAGMHTsWtWrVQkBAAFatWoXNmzfj119/FWJoFy9exPz58/Ho0SNcuXIFgwYNQsuWLeHv74+7d+9CpVKhcuXKKF26NICcTGtWVhYGDhwoEzCT2o137dqFsmXLiqDVNMjOC58+fcLNmzdF621kZCR27tyJly9fYuHChShSpAgA4NChQ2jUqBGUSiWio6ORnZ2NM2fOwN/fH0ql0kx4cfHixfkeX+nYKpVKODk5Yc+ePShUqBBu3ryJUqVKfbHF1xRSQObs7IylS5eiZs2a4rmAgAAkJiaibdu2snZ9S9Dr9SLT2aRJE0RGRmLSpEnYu3cvKleuLILy8uXLY/jw4RblD74Eo9Eosplfizdv3ojznTv4zw1LwnZfQr169bBr1y64uLigWbNmaNmyJWbMmIHY2FhZi7ml49O2bVv8/vvvqFixIj5//mwmfGcqbvq1WL58OTIzM9G2bVucOXMG1atXx6tXr6BWq5GSkoKmTZuKBXK1atXg5uaG9+/f4927d//HFr3/mqDma3D//n0cOHBAbM+fPxeDUuqJl07SwYMHkZiYiIYNG+Lly5ewsrJC2bJlxYr806dPOHLkCB4+fCjKAJmZmahbty5SUlLMyjy5Ubp0aTRu3Bh9+/aVrahPnjyJBg0a4OHDhwCAXr16YeXKlfjuu+8wbdo0jBs3Dn/88QfGjx+PP//8E1evXsWhQ4cwY8YM9OrVCwMHDpSt5CR8aeL5/PkzkpKS8OOPPyIzMxNAzk21du3aWLt2bZ6pe0tQKpVipZkfJHXX9+/fo0ePHkL1U1KJ7dGjB7y8vDBo0CDxuVIgY/r/58+fw83NDbdv3xaZmzt37iA4OBhlypTByZMnkZWVhXLlyqFgwYLifEnpzl9++QVt2rSxuOLMzs7Grl278NNPP2Hr1q2wsbHBy5cv89ynN2/ewGg0ipuEqe5QVlYWjh8/jqJFi0Kn0+Ht27e4dOmSLFvx8uVLsRqqX78+5s+fj4SEBGi1WqxcuRKxsbHYuHGj+MwXL15g2bJlSElJwbVr1xAUFIT09HSsWrUKNWrUwPbt28WNY9y4cULb6MGDB6hfvz4uXryIefPmoX379iLrB0AsEEynh+nTp0OhUODWrVvisUaNGqFBgwaYN28e6tevD5VKhSFDhmDq1KlCYTo9PR1paWnw8vIyO15SgJSWloY2bdpg69atIjMhjacOHTrkmYGV8O2336Jdu3Yi4yph165dGDZsGE6ePIlNmzahX79+YqUoYc6cOejVqxeMRiN8fX1x7tw5BAQEoGHDhjh37hxOnz4txuetW7cQExODN2/e4MSJEzh27BgmTZpkpsX04cMHpKWlwd7eHmq1GgqFAgqFQpTJpFXo1yzEgJxFVLVq1aDT6UTQdurUKaSnp6NAgQI4efKk7LhVrlwZy5Ytg4eHB9zc3BAUFAQXFxeLiuF//PEHhg0bZva4FHA1b94co0ePRkhICPr164eOHTuic+fO2L17N5o1a4Z69ep91T4A/1WT9fT0xIEDB2T6TMnJyUhJScHly5dRsWJFtG/fHvHx8RbnnujoaHTo0AHx8fEoWLAgdu7cicGDB6NOnTr4/vvvRfl07dq1GDlyJJKSkkAS7969k82F58+fx4gRI5Cenm6WUbRUCv4SrKys8OTJEzFH5aW8+zULzbzw559/Yu3atVixYgUOHz6MAgUKIDs7G1FRUShdujSsra0xceJElC5dGtHR0Zg2bRq2bduGtm3bYtKkSejevTtevHghficAxMTEYO/evXBwcECRIkXyvS7Pnj2Lu3fvyrLTW7ZsQY0aNZCRkYF58+bBxcVFFrQ1btwYs2fPhqurq6xsLOHRo0cAkGe5+i/hb7Nx/l+CJUuWMDExkQEBAbSxsWG1atU4fvx4Hj161MyZ1xLS09N55swZvnjxwuLzqamp3Lx5M7ds2WLR5C8v5OXEO2XKFCoU/3XKLliwIBs1akR3d3dB/nJ3d+e4ceO4du1apqen8/79+3z48CHv3btHtVr91b8hr/2VHJaXLl3KwMBARkdHs0KFCqxUqZJsy92RJZHfcrf45u56yk2W7NmzJ4sWLcrDhw+bqcQWLlxYuHCbttYrlUru37+fZ8+eFaqueflqXb9+nUlJSaLbzMnJiXFxcaxUqRKbNm3KefPm5elia4rnz58L4p8lbNiwgSEhIRYVlN+9e8cCBQrIdFYqVKjAjh07yowLHzx4wPLly3P9+vX09/eXdXudPn2aKpUqz986c+ZMqtVqM6VZAOzatavZ62/cuCHrsDH1w5I2Gxsbrlu3zsxc0BSSWm9WVha3bt3K2NhYGbHz7t27NBqNeb7fFDdv3uSWLVv+8niypMNC5rRNS4RbyeXakkLuyZMnOW/ePEEK1ul0XLhwoSAF5zbI/BK+ROyVxndUVJRZ+2rFihVlOj1kDpE/ISFBELHJnG65Nm3asFy5crx27Zrodrl+/ToPHTrEhIQEurm50c7OjoULF2bLli2/SMq1ND4lk+BLly7JTIJz+3f9FUyZMoVdu3a1eC7OnDnDHj160NnZmfb29uzYsSMPHjwo0x1aunSpaMaQGgxWr15NR0dH0c0mzRmWyLPSYyqVih06dODUqVPp4uLCmjVrcuDAgezTpw8rVapEvV7PokWLcsWKFV8lSWHqiP0lxd0vIbe8gukm4eHDh8KFHYBoCXdxcRGPSdpLnp6e7N27N6tXr27W/TRy5Egxb0lq2XltZM717e/vz8TERC5btkz2eZbmfeQiLkv7N2rUKNra2oprz87OjqNHjxbSCn8H//qgRqFQ0M/Pj3Pnzv2qICY/PHv2THTdmF4Q2dnZf0lKnMxp95OcdKVJc+rUqdRoNLSzsxMDJykpiXq9ntOmTaOzs7OsTS43tm7dSltb268yj7x//z5///13oQnx/v17/v7777J209wXZO7NVLzQ1tZW6EMoFAqeOnXK4k3SdJPg6+srhAhNbyA3b96kjY2NWQuupd+kUChkLey59WPIHFGzjRs3sk6dOn/pXJG06E7cp08f9u3bl9999x0XLVrEuLg4LliwIM/P+Omnn2SdPHZ2dkIPws7OjlevXiWZY0ZnMBjEJFWnTh2hU6TT6WTn6OnTp5w0aRKDgoKo1+uZkJDAffv2cdGiRQwKCmKJEiWEuGBuQbru3buzQ4cO+Zq0+vv7i9+VFzw9PZmQkEAPDw/Rlm3qRn7x4sUvStKPGjXKYjD4/v17meCXFODm3sLCwhgfHy/r7vv8+TPbtGnDwoULkySPHDlCAHkKaSoUCmGS+SWDzPyQkZHBHTt2mN3EunbtSq1Wy+bNm1sc3xIstdtqtVoeOXKEKpVK9viVK1fMdI5yWxVcvXqVK1asYGhoqNBomjx5Mvfv3//Fm+6bN284d+5cFitWTIynlStXskePHpw5cyY/ffok+25LARmZ0ybv7OwsWwDl5+Qsnb/cYz33XODu7s5hw4YxKysrT/kI6X0uLi7csmWLmH+6desm9KR+/fVXEWhK9gO5v/efSlL8FRw/fpwBAQEWF4fSd3/+/JkbN24Uvzl32/uTJ0949uxZESCMGzeOtWrV+ktCnnlh//79HDFiBCtUqCCkTYKDg9mpUyeuXLmST58+lb1+9erVDAwM5KxZs0TA2a5dOzo4OHDIkCFiHM+ePZsuLi5mUhV/Bf/6oGbu3Lls2rQp3d3daW9vz9q1a3PKlCk8deqUxUDEkppnuXLl6ObmJruwVCoVS5cuzYiIiHxXXXnBkqKmh4cHXVxczJx4U1JS6O/vz9q1azMxMdHi523ZskUIWEmicNJm6YYi6XMsXryYRYsWZWZmJsPCwmSD9datWyxYsCCnT58uJoLOnTuzWbNmshbbzMxMdurUif379xefnZcGgiWYZi8srYrv3bvHu3fvyoKlKVOmcMqUKUxOTuaiRYvybI//K5D8jixtWq1WTJCFCxdmTEwM1Wo1tVot/fz8hL5K586dhVZJbty8eZMKhULsn7OzsxATDAkJ4c6dO7ls2TKhEaJQ5KiLNmnShNbW1vz5559pY2PDO3fucP369axduzatra2F7ICvr69YOT169Ii3bt2itbU1u3fvTltbW4s6MrkzOtLz0k23T58+LFOmjJk+0Pv377lkyRKWK1eOAGhra8u+ffuyc+fOdHJykt3sli9fzmLFiuV77JVfUO2WkFemwXSf3N3dWbFiRZnvFEkuXbrUYitreno6mzRpItR9b9++zcOHD9Pa2polS5akVqtlr169+M0339BgMAjV7y1btog2fQljx44V4ozffPONTBrA39/f4gJDGt+WMpLS5ujoyMTERPr5+bFPnz6inT4+Pp46nU4WaLu4uLBatWrs06ePbDydPXuWzs7OHDlyJAMDA+nr65unOrmpvpO/vz8HDBggk68gcxZzuTV38hr7z549MxPQy2tr3bo1V69eLTIKktpxixYtaG9vz8jISPr4+HDevHkcO3Ys9Xo9R4wY8cVFVG7/L9OMYvHixdmzZ08ajUZxzN6+fcu6detyzpw5Fo/Rl7Bo0SKLulpr1qz54txUqFAhNm7cmFevXhXyCtK2ZcsWdujQQQg2qtVqLl269IsLa8l13MPDQ6a+npcX1adPn76osUSSHz584N69ezls2DCWK1dOCCpGRESI13xt9obMydB7enrmuy/54V8f1JjiypUrnDNnDps0aUJXV1fa2toyLCyMYWFhLFq0KIsUKSL0Q+zt7YWaZ0hICO3t7Vm/fn2xku3YsSMVCgXDwsLyXXXlhbwUNevVq8fChQvLdCAkwbDg4GACoKurKwsWLCj6+589eyak13PLf+eFAwcO8OTJkyxbtixXrlxJMicFnzstunr1apYrV0787ezsbGbwSOaUeCTNlL8a1PyTVXFeyMjI4OPHj82OZX6blFL97rvvmJycLNvq16/P6OhoOjg48OXLlyRzMkx6vV5YJ+A/ysP+/v5myptkjpIoAHGT+eabb/jzzz+TJDt06MASJUrQ09OToaGhLFGiBBUKBaOiooSRpHSzjIyMFGW0AgUKkLS8cgoKCmLRokWFFlPhwoXFFhYWJkpVYWFhLFiwoMVVqWngU7BgQSE0qVQqqdPpOGXKFCqVShYtWpQKhYI2NjbcsGGDbL8rVapktvKyNOkFBwebTXB79+6ls7Oz+HvTpk0MDQ3lwoULRZl04cKFIkBPTEyk0Whk0aJF+eOPP4rMjXTDV1qwxShUqBANBgMLFiwoK3/OnTuXjo6OeerhxMXFCRl8kjx69CiVSiXHjh3L9evXMyQkhOXLlxcK3SqVimfPnpXt35IlS3j58mWhM5I7I5k729C5c2eWLl2aly5d4sqVK6nRaOjt7S1TxFYqlSxZsiQrVqxoZlWgVqs5atQoBgQE0MvLi2/fvhUS93v37mXPnj3p6+tLR0dHoe/0NQFnfgGZVCL+kqDamTNn2L17d2GK2q9fP5YqVUpmtXLp0iVqtVquXr2alSpVIpmTxbI03iRIJrharZYxMTHs0aMHr169KssoGo1G/vLLLyLLK1mDnD9/nn5+fmbq61+DkJAQ7tu3z+zxAwcOiHGbF0yF8kzh6elJrVbL+vXrc+3atfz48SN79+7NcePGMT4+XmRZLVEDfH19xZaf+vqNGzeETtuXNJZM8enTJ+7bt48KhYJGo1H22nv37vHcuXNUKBQiyFSr1dy3b59Zafv69etmgnx/Bf+fCmpM8fjxY0ZGRooJY8SIERw5ciR1Oh1btGghy5bo9XozITHp5mcqq03+d9X1tXjw4IFw4pWk2U3rl4MGDaJGoxGrsUqVKonfrNFo6ODgIGr1I0aM+MvHwcXFxUzsTcKSJUs4ZcoUGo1GUcbS6/Xs1auX2Ypz06ZNQjApLi7OYgo6L5iqxOa1KiZzjq1p+S0pKYl2dnYsXbq02cA4f/48lUql2bG0tbVlqVKlxA2tdOnStLW15aBBg7hmzRpWr16dWq2W8fHx3Lp1q0jdenp6WlSHvnz5slhVSE7LpjCd3MeOHSsCzwsXLnDFihVcsGABL1y4wGfPnrFatWoEwIiICJ4/f17223v27EkrKyuOHDmSw4YNY82aNdm/f3+zrB5pvnKShPNMg4hKlSoJhVNT/PzzzzLehulvcHV1pZ2dHcuWLcuuXbuK75bECdPS0mQ2IRL++OMPszLF4sWLuXHjRpFJVCqVNBgMNBgMooQo1dpN+UDFixcXysym2LlzJ4sXL06S3Lhxo1BplpCfLYZWq2W9evWYmppqsfyZF1xcXGRBSp8+fUQQfurUKdrY2NDKykrcVFQqFXU6nUxtWqlUcuDAgSxYsKAsI7lnzx7ZDeDevXvs0aOH4IUplUpqNBr27t2bHz9+lP2u3FYFUvlJmu8aNWrEX375hU+fPhUS95ZKLdK5tZTdInNuVNL8l19AplAoqNfr+dNPP4n3WipTKZVKVq5cmZGRkYIqoNVqRTaTzOGmtW3blqmpqaLsZjAYhLDq0qVLWaZMGXp4ePDevXvcuXMnraysGBISwujoaHp4eDA8PJxWVla0tbUV16WbmxsnTZrEYsWKCfuBzMxMdu3alQqF4m+5dGs0Gotz6927d794065YsSJ37Nhh9vj8+fPNjluPHj1oZ2dHNzc3durUiX369GFERITYvuTXlRtlypRh+fLluX37dp47d47nz5+XbRI+ffrEgwcPcuTIkYyLi6NOpxM+fD/88INZVuf8+fN0cHDg48ePSeaI/PXo0cPs+7t3786SJUvm+xvzw78yqLFEsNq0aRNHjBjBb7/9VpRZpFKC6Y3Bw8NDmA1K8PHxMVMs1Wg03Lp1q5nCYmpqqsxn5GuRmZnJ77//nlZWVqxWrRpHjx7N0aNH08vLiwqFQrb6ffDgAatWrcqwsDB26dKF06ZNY/Xq1fM0j8xPrVev15t5Wkmwt7enjY0NAdDe3l7wPABQp9MJW/kpU6bQ2dlZJsP/V3H79u0vqsQWKFCAe/fuJZkjNa7T6Thv3jzWqVPHLH0qBTWmaN++vUVl0+HDh8vKeo8ePeLYsWMZHBxMT09P4QljyV5i//79IpDp0qULFQqFrJ5sSo7OfdOwtPoJCgrijz/+aPY9c+fOZXBwsPhbp9PlS94l/7tySkpKEgGCZHWg0+lkNwsyh3R448YNi15Ux48fp1qtZqtWrbh7925Zqjs/O5AvISUlRUjkz5gxg3q9XgQ3BoOBNjY2ZvYftra2ZiXVa9euUa1Wc968eezbty9VKhVHjRolNglt27aVcYZIc5NMiUMklT+fPn3KkSNHMikpiYcPHxZpeY1Gw2PHjom0fPHixTl58mSSOcTeRo0ayY7l6tWrqVDkKE9L41sqeeXObkk3gNwwJfJb4iCRcqsCa2tr2tjYCDuF8ePHi9eZStwDYIMGDfj9998zNDSU27ZtY58+fcT1mZ/pK0mLJWJpk7h7psidzc3MzGRKSgpv3Lgh4w2FhIQIM1FTDBw4UGQ79Ho9XV1dOWfOHDo7O3Ps2LEy08SaNWsyLi6OL168YLly5URJyzS7U69ePYaGhvK7774T9gOVKlWiWq1mZGSk7BpZtWoVS5UqZfHYm8LHx8cioXjTpk1m943c2LBhAyMiIrh48WKePn3ajENmCtMAPff2dwxQ9Xq9RdK9KSpWrEi9Xs/IyEh27dqVK1euZGRkJIsUKUKlUsmoqCgGBgaKTLlUoo+NjaXBYGDfvn05fvx4arVaent7s127dmzXrh3Dw8NpNBr/stehKf51QU1uglVu7kDZsmU5dOhQ7t27l2FhYWYXiCVW/rx581ilShU+efJEPBYaGsrg4GCzG9CYMWNYsGDBL/7OXr16iWg/MzOTsbGxVChyJMWrVKnCmJgYxsTE0Nramps2bTJ7v7RS+RrzyGbNmok0+S+//ML27duzSpUq7NatGwsVKiQk/V+9emU2CGbPns1ChQqJv69fv87g4GA6OTmJm7OnpycnTZpkcZX+JXz+/JmJiYlmPi6WYEqSHTBggHBWv3z5sqxEQVoOamxtbc1u5GTOscyro+XAgQOMi4uTkXY7dOjADh06sE6dOrSzs2NYWBj79OnDqlWr0srKimq1mtHR0UxOTubw4cOZkJBAg8HA4OBgXr58OV/S9Jw5c6hWq/ntt99y6dKlXLp0KTt37kyNRiO71ipUqMCNGzfKfmteK6f27duzQYMGwpdK2mJjY2VdBuHh4ezevbtZavzIkSO0s7MTwV5QUBA9PT3Zr18/nj17ltbW1nkGNWfOnJEFp5s2bWL16tU5ePBgWfbmwIED/Pz5M8eMGSP4UFOnTqWDg4PMU0nyTJOCBzLnGipdujSBHGf04OBgqtVqUWr7kuOvaflTpVKxefPmJHNWjJUrV6aPjw9dXFwYGhpqZjNgmo1Qq9XCqFSr1XLdunVm1+WaNWsEmVryeQsODpaVQaOjo6nVaunk5CQyDiQ5bdo0MRdI3mWWtrZt2zImJoYqlUrGWwgNDZWVIzQaDStUqMD4+Hjq9Xo2btyYNjY2DAkJYWBgoJiTLGW3qlatyk6dOpmNJ9PuH1NkZmby4MGD+Zap1Go1+/fvLytTbd68WYwnqYxXqFAhsagkyb59+7JHjx4MDw8XY0LKuGk0Gm7btk1mmpiWlsarV6/KFp+3b9/moUOH+OnTJ2E/oFarWbZsWd67d+9vuXQPGDCAfn5+3LdvHzMzM5mZmcm9e/fSz8+P/fr1y/e9eXFPcjdpfIkXkxtfY3dRrFixfH0UyZxx4uPjwx49enD9+vV8+fKlyOgqFAr279+fAEQ2Oa+StrRJFkBDhgwRmZy/i39dUJObYFW8eHH27duXGzdu5O+//y577fbt21m9enVWq1bNjJWvVqtpa2tLOzs72tnZiTRsUFAQg4KChD+LjY2NWHVVq1aNKpXKbNVlCV5eXjx16hTJnHS5lCEaOnSozIvKzc1NkBFNW/oGDRpkkZVvqRYv3dx//vlnWllZsVatWixbtiy1Wi2bNWtGJycnXrhwQdYGTeYEBk5OTpw0aZLst0sGfLk7Zf4ubG1tvyqoMU33Fy5cWJCyb926RYPBIAvkkpOTZYTXzZs3097enj179jRbPS1evJiurq6yxz58+MBly5axYsWK1Ol0bNCgARMTE80yLtbW1tTr9SxSpAjDwsKo1WppbW0trhdpZd6lSxe+evWKRYoUEeTRvPg+AQEBNBgMwqAwNjbWLLDN3U1QvHhxarVaBgUFsWnTply5cqW43gcNGkQXFxfOmTNH3EC6dOlCAHRxcRE3C8nHau3ateJ79u3bR41GQx8fH5kztdFopFqtFjfmpKQkswwnmTNBrlu3jmTOjUOr1VKr1dLDw4O9evUSr3v9+jXHjBlDjUYjrqs6derw+++/lwU/R48epcFgoFqtZuXKlVm5cmW6urrKylRLly6VBT25cerUKSYlJbFp06aMj48X5MaAgAAqFArWr19flD8HDBhAT09PpqWlsUyZMvT29mZUVBTPnTvHdu3aMSAggGPHjmX16tXp6+srAntXV1f26tXLzK19586ddHV1NbsBmJb56tatSxsbG4aHh1Or1fL27duMj49nTEyM6CDy8PCQbaaeZnXq1BHnpV69eqxVqxYTEhLMShDW1tZs2LAh27ZtK5zj3717x4kTJ1KpVIqW6RIlSghj1C/hS/ybL/GGNBqNrExF5jjZDxw4UMzPgwYN4t27d5mRkcE9e/YI7pRWq+Vvv/3Gt2/fiiDE29ubM2bMMCv35GeCK+GfunR/+vSJTZo0EfOE5CeWmJhoVo7NDdMFT6NGjcRiqGHDhmzUqFGeJGtTrF27lnXr1hUBjJeXF5VKpXA/79y5M6tUqUI7Ozv269dPjLu8zFNN5/t3795xx44dHDhwIEuUKEG1Ws2CBQuyW7du7Natm0UfRlPcuXOHFStWpJubW57t8X8X/7qgJi+ClSU8f/5crMJVKhXVarXYrKysZMRKaTOdfDp16sSoqCiRVUlISDAjAuYFjUYjTnzHjh3FBH/z5k3hADxmzBi2bNmSWq2WPXr0MIt0TScEaaKwsrKSfY9arWZgYCDHjBnDyMhIWVfO6tWrhROySqVixYoVCUBoGahUKlaoUMGsFf7cuXP5cg3+Klq3bv1V5OoWLVowJiaG7du3p1arFSu/GTNmMCgoKE9ypaVVwrJly7hs2TJ2796der2eEyZMIEmeOHGCHTt2pJ2dHYsUKcJZs2bJOljevn0rAoPx48ezTp06sudfvXrFevXq8fvvv+fz58/57NkzWdbPVA9C4nHlpweRF/LaL2mfJTIzmVNStTRxLFiwgEajUdwsBg8ezOrVq7NChQr8+PEj9+3bR2tra9ra2nLKlCkyZ2onJyfOmDGDaWlpnD17tiAKR0VFyb7D1tZWmC1OnDiRVatW5aRJk6hWq2kwGPj+/Xs+evRIthrNnQlRKpX09fXl8OHDmZWVxXPnzlGtVotSyI8//kgbGxtZR15eWLlyJa2trVm7dm3RVVOgQAEajUaGhIQIgrVU/oyPjxd1f71ez61btwon5/fv37NVq1a0t7dnWFiYLGXeo0cPajQaNm7cWLhir1y5kt7e3rJgLiUlRUZCfffuncg4tG3bVhCX27Zty3r16lGj0eR7M9u0aRMjIiJob28vrul79+7xypUrZtofX3KOl/Sd3N3dqdVqv0oKIS/+zY0bN2hjY5Nvmernn39m4cKFuXXrVv7+++95ygxI+xQWFka9Xi/4LuHh4axVqxY7d+4sgpBRo0ZRp9PR09MzXxNcS/inLt2m+75mzRpu3br1iyVjMifzGBgY+EUpBZ1OJzvWNWvWFAuZGTNmCLqAFMDo9XrqdDp+9913sv0ZNmyY2dgzvad8DVH4zZs33L59O5OSkhgeHk6VSsXIyEjZa06cOCEW8hJmzZpFlUolGiLyMkr9K/jXBTV5EawsoXLlygwJCeHEiRM5ZcoUs9bg/5Pw9fXlrl27mJmZSR8fH27bto03b96kv78/AYgTq9fr6eHhwZiYGNGiXaJECS5evFi0+P3+++8cOHAgdTqd2YX04sULTps2jYUKFRLlt9WrV4uVwr59+2gwGBgfH8/IyEjBlylUqBDbtGkjK2Vt2rSJkyZNop2dnejEyX3h54X8tHzGjBlDe3t7NmzYkOPHjxelhtyt0X/++Se7devGunXrmnFVcgd40k1y586dYlLcuXMnAwMDGRERITIOZcqUEVykiIgIOjs7s2fPnjJCXF7w9PQUXRKmuHTpkplmxF/F6dOnReBlKVDOXb66evUqU1JS+O2337JQoUKylZO1tbVoazaFpS6DT58+sUqVKixTpgyNRqNMG8nUmXrGjBmiTCPh3LlzZsQ/GxsbUaKoUqUKk5OTSeaUQaXSi6OjI6Ojo+np6cmhQ4cK8T0pUyq17trb23PcuHGcMmUKfX19Zd/Trl07M2d0S4iKihKlWGliz87OZseOHTl8+HA6OjrKSmkeHh5cvnw5yZwgYPXq1RY5R7nx6dMn9uzZU3Zt5kXszc7O5u7du1m9enXBM7CUIUhNTc2TYHrkyBEGBwfT2tqaAwYMEIF2x44dxdgMDw+XtTQvW7aMixYtIpm/c7zE95OygJZKHtL/lUola9asKXu+bt269Pf3FyTqz58/s23btmbZWUuLNNPg1lR/KyYmhmXKlOGnT5/EMVqwYAGdnZ3p5uZGg8HAlStXcsyYMVSr1XR0dBSf7eXlxeTkZGZnZ+cr4yBlAB0cHP6WS/c/gaenp8WgxpRgbcpLev36tYzMHBoayrlz54pOpNu3b1On07FHjx7s1q0bXVxcxByXmppKGxubL4oF5icamJWVxRMnTnDChAm0tbUVhHZTjBgxgh4eHmzfvj0TExPZuHFjETAPHTr0Ly3q8sO/ziZh48aNGDp0KJKSkiw6JEvS/ECOP8bx48dRqFAhmbz11yI7Oxu3bt3C8+fPhT+KhPLly+f73pEjRyI5ORkeHh54//49UlNTER8fj4cPH0Kr1eLUqVMAciTMW7ZsCaVSiV9++cXs+5OSkjBz5ky4u7tj9OjRaNOmjZDof/36NcqUKYO5c+eifPnycHFxQVxcnPCqatGiBdq3b4+0tDTUrl0bvXr1woQJE4R8t/Q5EhQKBVQqFbRaLQYPHoywsDAzOe3ckulLly7F999/j5s3bwLI8dlJSkpCq1atxGvyM4NU5GEAef/+/bwPLnJcaseNG4dGjRrJHj98+DA6deqEa9eumb1HqVTCYDBApVKZ7RdJfPz4ERkZGfD390d2djbu3bsHNzc36HQ62W/cv38/6tatK3NttoR27dqhQoUKMhn258+fo1GjRjh8+LAwFExLS0PFihWxatUquLi45PuZEt6+fYsjR45g//79mDNnDj58+IDw8HBhZggADRs2xN69e+Hn54cpU6bAzc0NW7duhYODAyZOnIhatWohJSUFmzZtgoeHB6pVqyacqe/cuYMiRYoIN2QJN2/exP79+8WYSElJga2tLYKCgrB161ZcvXoVwcHB2LFjBxo1aoTPnz8DyHEaHjlyJJo0aSI+KyUlBe3bt4eDgwN69+6N8+fPY+fOnfj48SNatmyJ4OBgMe4OHTqE48ePo3Hjxnk6owM50v9XrlyBv78/HB0dsWfPHhQtWhTXrl1DpUqVEBwcDCDHxsTPzw89e/bEo0eP4OHhgX379qFHjx5IS0vDxYsXzb7DkpfP+fPn0b9/fxw+fBjR0dEoUaIEPD09odVq8eeff+LKlSvYu3cvPn78CK1WC5VKhdevX0On00GtViMjIwMXLlyAh4cH5syZg59//hlnz57F/fv3sXHjRhgMBmzZsgU7d+6Eg4MDBg4ciH79+gEAdu7ciTp16iAlJQXh4eHo3r07IiIisHDhQovXTF7O8atWrULr1q1RrVo17N69G1WrVkVqaiqePXuG+Ph4LF68WHhXLVmyBE2aNIFOpxPvV6vV8Pf3R8eOHcXn2tvbCzsKCZacyI8dO4axY8fiw4cPwuwSyJnbbGxsxL+SjUVycrLMb83T0xOjRo1C+/btxXg0NUpUKpXw8/NDixYtLM79t2/fxq5du77apVtyPDcYDF/0fZs2bVqez40fPx6pqalYuHChzAdP+ZVWMZLRacmSJYVfV3x8PKZPn4527dohICDAzO6id+/e6N+/v5nlhyVkZ2fj9OnTOHDgAPbv34+jR48iPT0dXl5eePLkCcaNG4emTZsKP6lRo0Zh9OjRAIA6derg/v37uHz5MlxcXFC4cGFs3779i9/51fjb4dD/pbDEK8krdVakSBGxgs3NxndwcBDWCFLbqekmkS7xD9Qm165dy2nTpokylF6v55gxY8z4E+fPnzer4a5fv56hoaG0trZmnTp1zFZ/EmbMmMH69euTzGH49+nThyNGjKBGo6HBYKCVlRXLli3LRYsW0WAwfPG3G41Gnjt37qv2b+rUqdTr9RwwYMDf0vIhc1qipbR5XmqyljoCtFqtReVMiZBoKQuSl4BfSkoKS5YsSXt7e9asWZPTp09ncnIyixUrJkTRpK6idevWMSAggK1bt/7ivkmtrj169BD72KRJEyGmJ+HKlSuMiopivXr1ZO+fOXMmixYtKiOTTp8+nZs2bZKtnIoVKyYyV1KXgZeXV56KqaZ/w6QsFBsbK0oaq1atEmUYCfPnz6eVlRXd3NxYqFAhFi5cmKGhoUI3R1p9HTlyRHQ1Xb16lQsWLCAA1qhRQ1bKI3PGiJWVFYsUKSJaknN/R+HChUXZ2N/f32wz7XLx8vISxGUHBwehdXLs2DHa2NgIeXlJw0eSmJfOFwCzTMLXjPn79+9zypQpQocqNDSUsbGxLF68OB0dHTl58mRR3pM0Qtq0aSMyDkFBQVSr1Vy5ciX//PNPOjk5Ua/XEwALFSrEq1ev0tHRUUbK/vbbb9mwYUPx9/79++nv7893797x22+/paenJ52dndm0aVOLJSMJX8pumWLkyJFCGDA/fG3JOSQkhL169TLr9LK3txcZNdNs1uHDh+nq6sr09PSv0srKLePQsWNH8V3379//y0rxpnIW/6QrKbdQnmRNg/9k2yWy9b59+2RWMdJxkNr6JQ2pH3/8ke3bt2erVq3o4OBg0e4iLz6UJUj3P0lNfOHChSKL6+joyGPHjsleLyk/29vbs1q1anRwcLAoRPm/wL8uqPlaaX6S3LVrF8uUKcP9+/eLC0IqVcydO1cECpZucj4+PixevDjHjx9vpviYlpb2t367g4MDjx49ahZQSVYBEkFTIilL7XD51V6vXbtGb29vrl27liVKlKBSqWSpUqW4YMECvnv3jnfv3mVCQgLDw8O5b98+WX3eknS95Kti2iabF76koPo1MA02TQPULwWs5cqV4zfffCNrr7506ZJoC5aCU4VCwUqVKuU7qZM5NgZSZ4uE9PR0dunSRejAKJVKqtVqdunSxeLEnpvYKJFyAwMDWaVKFb569Yq2trbcsWOH2f7k3sc5c+YI1WGdTsebN2/yt99+Y+PGjeno6CgmHR8fH3ED6datm+gycHNzY3JystAaOXToEO/du8dt27bR2dlZjJdvv/2WSUlJvHfvHletWkWVSiW6i3K32vr6+nLixIn5Hkcyh+fVr18/2bXl7+9PT09Ps1ZX09bdU6dO0crK6qu+Iy80b95c+Hc5OTnRzs6OHTp0oJ+fHwsVKkRPT0/+9ttvTE5OZp06dWSaPQcOHGC/fv24YMECi2n5L4mfWepSCQwMtFjea9WqFY1Go+w6l8bcggULREBct25denl5iS6hBQsWiAWEv7+/rHx7//59arVa9unThwaDgZ06dWLPnj3p4uIiFj6WoNfrhd6KaeB09epVuru7/63zkFfJecKECaxXr54gr6vVaoul4CZNmrBjx47iuN25c4dv374VnVk+Pj4sVKgQixQpwoIFC4r/58XbkDr78J8OuoEDB/6lm/z/Grk5U7kXGrm5lXq9nlqtVpT02rdvz/79+1OpVIoApnLlyrSzsxN+XbntLnIv7PPDjz/+aLExgCSbNWvGChUqyO6DDg4OLFGiBBs3bswqVap8kUj8T/CvKj9lZGQgLCwM27ZtQ3h4uOy5Nm3aoH379rKykFReUSgUZuUjAOjTp4/ZY1LK0GAw4MKFCyJd/TWYOXMmOnXqBK1Wi5kzZ5o9v3z5cjx8+BDR0dHYvHkzNBoNhg8fjsWLF8Pf3x9v377FlStXUK5cOdSvXx/29vbo3LkzLl++nOfvaN26NZYtWwZHR0e0atUKHTp0QMGCBWWvefr0KTw9Pc2OgaWS3O7duzFx4kQcOHDA4jEzhVartfjbbt68ifDwcLx+/fqLado3b95gwYIFUCgUXyw5SalOALh16xbi4+ORmpoKHx8fADmO0Gq1Ghs3bkT16tUBAFevXkWbNm0QHByMlStXAshxWN6zZw9SU1MBAKGhoejRowd27Nhhdl0BOS7UkvNzUFAQ1q9fj6ZNm8rche/fv49q1arh7t27yMrKQmpqKoKDg9G+fXtkZGTg3r17ePz4MX7//Xds2bIFVatWlbn4Lly4EL169UJ6ejoAICIiAomJiShRogRq164NIKd84OzsjLS0NMyZMwdxcXEICgqyeKz0ej2uXr0Kf39/Wfr+zp07iIiIwMePHy2+T3KmDgkJQZ06dWTP2dra4vz588IpHchxjL5y5YpwTXZ3d8fLly9RuXJl2Xu3bNmCxo0bw8HBQezP6dOnce3aNcycORORkZHYsGEDZs2ahWXLlsHT0/OLJV5LePXqFT5+/AhPT08YDAZ069YN169fR0hICFJTUxEQECDG5tWrVxEXF4fnz59/1WcnJiZi5syZsLGxEeWYvCC5VRsMBly7dg2+vr5wdHTEjh07ULJkSVHee/LkCd69ewd/f39RGmrSpAnWrl0rc1JXKBQyh3Xp/6dPn0bRokUBACdPnkTdunWh0+kwefJkNG7cGABw5swZlCpVCh8+fJCVOiR4e3tjx44diIqKQnR0NAYPHozmzZvj+PHjqF69uqwEGRAQkK/Ds1SmtVRy/vTpE549ewaFQiGcnHfs2AGVSoWDBw8iJiZGvPbhw4eoXr06SOLmzZsoVqwYrl+/jvfv38PKygofP35Ez5494eDggO3bt+P06dPo3r07HB0dZd85YsQI2d++vr5o1KgRjh8/jhMnTmD//v2y6zn3a/+fwv3790ESgYGBOHnyJFxcXBAQEAAbGxvhBp6WlgZbW1solUowJ2GBt2/fIisrC6tWrRLjtnPnzlCr1WbfoVQq8ezZs68uceeFx48fo3z58vjjjz9QpEgRAMDx48dhNBpx7tw5MR//n8K/KqgBAC8vL/z6669mN5/69etj+/bt8PPzQ2JiItq0aYNbt26J5ytWrIjIyEjZoLa3txf/5384FVOmTEF2djZ69+6N5s2bo2TJkl89uQYEBOD06dNwcnKyOKizsrLw8uVLfPjwAWq1GiSRmZmJatWqYdWqVXBwcIBKpYLBYJDVlqX6u4RXr16J/0dHR+Pp06d4+PAhrKyskJWVJbvZPnv2DHPmzEFqaiq6deuGsmXLiucsXeQODg5IT09HRkYGjEajGa/A9LsLFiyIFi1a4LvvvpO9ZuzYsZg4cSIePXoEe3t7VKxYMd/jJnGA/ipIYs+ePbh+/ToAYPDgwdi/fz9KlCghe93JkydRtWpVpKWlYcuWLejQoQNevnwpe43RaERUVBT27NnzxZqzpWCwfv36UKvVWLdunQiIQ0JCsG7dOgwYMADXrl3Dt99+iyVLliAgIAC3bt0SQePjx4+RkJAABwcHbNy4EQCg0+lw/fp1+Pn5wcbGBgMHDkSTJk2gUCgQHR2NDx8+yH5TWloaTp48Kbgu/fv3R2JiIiIjI9GtWzcR1CxduhSjRo3C7NmzBd9FgnSjyQvt27dH8eLF8e233yI7OxvDhw/H7NmzzXg3dnZ26N69O0aNGiXjbd29exfz5s0TwaTRaMSBAwfw+PFjcZOW/lUqlejVq9c/4i84OTnh8OHDiIiIAJDDv/j++++RkJAAIOcGXLBgQbx//152HH/66SfByYqMjIROp0NiYqJsXAHA58+fBR8lL4SGhmLp0qUoWbIkFAoFrK2tUbZsWTg7O2PPnj148eIFVCoVoqOj0aFDB8THx6NgwYLYuXMnSpcujTNnzqBWrVp4+vQpJk6ciBkzZqBr167Yt28fXrx4IeNQJScnY9u2bTh48CDu378PT09P8Zxer8elS5cwbtw4DBs2TDY/tWjRAsWKFRN8kVmzZqFevXrYs2cPYmJisGHDBvHaGTNmyPYvIyMD586dw86dO5GUlIRBgwbleSzKlSuH4OBgLFiwQMzD8+fPR9++feHk5IRp06bJ5pusrCy8f/8eFy5cwLt373D8+HGEh4cjJSUFTk5O4po+cOAAKlWqhFu3buUZoADAx48f0bVrV6SkpIhA0VKAJj1nuuiwhPj4eIvvVygU0Gq1CA4ORosWLRAaGprv5+SFJUuWfNXrTDl7QM58Ym9vj9WrV+PDhw+oWrUqQkJCoFQqYWdnl29QCsjn+LyQnp6OevXq4eXLl1CpVHBycsLJkycRHR2N6Ohos/tGfvyiv4p/XVCTF8EKAF68eIFly5ZhyZIluHr1KqpUqYL27dujXr160Gg0gnSVGydOnECLFi1w79495D5cCoUCp06dypeQ/Fdx69YtMWk2adJE3LwsXcTLli3DjRs3MHz4cBHYSBfxhw8fUKJECVSsWBEzZ85EYmIi1Go15s2bByCHTBoZGYmPHz/Cw8MDV69exebNm5GQkACFQoHXr1/LyHnSZ3769AkVK1a0OFmbDiApY1GlShXExsYCAI4ePYq9e/dizZo1iI+P/6rjsWXLlq963ZduujY2Njh8+DAKFy4se/zcuXOoUKECdu7cibi4ONStWxf9+vUTgfHVq1dRs2ZNvH79Gnq9HoGBgbC2tkZWVhaePXuGd+/ewd3dXQQhd+/eha+vryyz5OTkhEWLFiExMVGQP4ODg3Hy5EmUL19e3DiHDRuGsWPHAoCYgB8+fIiCBQtiy5Yt8Pb2BklERkZiwoQJqFevnizTMmvWLCxevBhnz54V371161YkJCTg3bt34nx+/PgRnz9/hsFgAABs374dp06dQlJSErKzs81W/gBkk/iDBw9gbW2NtWvXiseePn2KefPmCSLg6dOnUbNmTYSFheHChQtYvHgxXr9+jUGDBuGXX35ByZIlzc6ZQqFAjx49AACFCxdGgQIFMGrUKHh4eEChUGDatGmYPXs2qlatipMnT6JDhw7Q6/WYNWsWgJysQm4oFArs27fP7PHKlSujRIkSmDBhAg4fPoy4uDhBCgaAPXv2oEuXLmLxc/r0aVSrVg06nU4ExqdOncKjR4+wZ88eVKlSRXz2hw8f8PLlS/j7+yMrK0sQeyMiImQk00GDBsHW1hbfffcdfvjhB/Tq1QsGg0GQWg0GA2JjY+Hs7Iw1a9YgOzsblStXxu7duwEAEyZMwKFDh7Bjxw5kZ2dj5MiR2Lp1K9zd3TFt2jTZ4q5x48aoXr06OnXqhKdPn8oWK7a2trhw4QIKFy6M8+fPy4Ia0+xWdnY2Jk+eLFb9Q4cOFYT2/DB79mycPn1aZKhMIV1ner0e586dQ1hYmHhOCnqlQML09bkz7E5OTjh27BhCQ0NlY+LevXsICAgQJNrc+O233/DTTz9hzZo1CAwMRIsWLVC6dGmUK1cOv/76K5ycnCzuU6FChfLd57Zt22LTpk2wt7cX2bKzZ88iLS0NVatWxYULF3Dv3j3s3btXzI+mWLduHdasWYMHDx6IBcYff/wBlUolMsMDBgzA/PnzERERgZUrV8qy1RIePHiAVq1a4cyZM3B0dMTz58/h5+cnmjd0Oh127NiBuLg4JCcnw87OLt/9yh0k5YUvLVYl5DU+/zb+jxW2/v+ELzmRSqTSVatWsVmzZlSr1cIMcunSpRaJp5KgnyVOx9fwO/4JLCnHmuLp06f09PSkj48PJ02axE2bNnHTpk2cOHEifXx86OnpyadPn/LKlSv08vLiyJEjRc09KiqKBoOBXbt2ZZ8+fVisWDF6e3uzatWqrFq1KgGIGrXEJfr/sfefYVGk3fY4vLobGprURMk5KaKYMGEATJjBrBgxjWPWUUfHiDmHGeMYwKxjzlkxZ0XHnLOO2UEUBdb7gVP300U3wTC/c/7zvOu66tJuqqor1773Xnut5cuX65HAcsPp06cZGxv7xVo+mZmZ3LZtGxs2bJjjcc6LnL1nzx4OHDhQtBBKAnJNmzYV8zx8+JCVK1dmdHQ0a9asyU6dOhncnuHDh7NkyZL08/MTLYfBwcG0sLBgWFgYp06dSldXV7q5uVGhUNDZ2VlWu1epVEK1VSI2HjhwgPv379cT/tu1axdbtWrFqVOnsnr16ixSpIggZE6YMEFoc5iZmXHp0qWCTDpq1Cjxf10YIltmZmaK+XWPYUBAAJ8/fy48gw4dOsTSpUvryZYrFFku77qEXMmU1cvLi0qlko6OjuJvRkZGQjvHy8uLjo6OVCqVsuWl8yO17krKwbq8LENEYEOE4PzgwIED1Gg09PHxoUajEVwDCV26dJERvitUqMC2bdvKFHM/f/5MAHpeNdWqVeMvv/xCGxsbvn79mgUKFKCbmxtNTU1zdX0+duwYJ0+ezE2bNvHWrVtcsGABW7VqRQ8PD9Geq6s3c+LEiTwl7bND0hPKfn0WLlyYtra2dHV1/SadEEO4deuWnrZVYmIig4ODaWJiQhMTExoZGbFfv356y0qChbow1PKcG3lYl0Sri9xkHBISEnJswMgPBgwYwC5dusjOV0ZGBrt168aBAwcyMzOTnTp10hNoJLMaPCwsLNitWzeZUJ5SqWSLFi1IGraKefXqlRBUdXZ25vTp09moUSO6urrS2NiY1tbWdHFxYe3atfn06VP+9ddfbNiwISMiIr6IU5MbpLb7nKZ/Gv+6TE1etezExEQxCjW069JoQDe9KJULsmdjcoOhiDk7Hj58iE2bNuH+/ft49uwZXrx4gQIFCkCr1aJKlSoYP348Hj16hNevX2PEiBEoVaqUGFlLKFq0KO7du4cuXbpg586dslFMjRo1MGDAAPTo0QMXL16U/U0a5bi6usLf3x9AVsrw/PnzYtQg1WhVKpXBSFoa7evCUFvrl+DOnTtYuHAhEhIS8Pz5c1StWhVbtmyRzaM7CitevLjBdOnTp0/x5MkT2NvbIzAwEA4ODkhNTcWJEyfw7t07MRLVzYIULVoUSUlJKFKkiMFtu3DhAipXrozXr18DyCpPbt26VRyvESNGiH/79u0LCwsLsezatWthb2+PHTt2wM7ODhcuXICDgwPq168PDw8PMYK9f/8+HB0dYWJigiFDhuD3339HbGwsduzYgRIlSiApKUm03ffq1QtKpVKkg3XbV3Vhbm6OixcvGhylfvr0CTdv3kRKSgpq1qyJ/fv3o2jRotBqtTh58iQCAwOxb98+9O3bF+fOnRPLJSUlwczMDKGhoeK7U6dOITU1FZUrV4a5uTmOHz+e67EsX748UlJSABjOJqWkpMDExARqtTpfKe+vwZUrV7Br1y44OTmhcePGsnLYvHnzULp0aZHZ02g0skyCdO0lJyeDpCwDeOHCBZiYmKB27dqoXr06fv31V5w7dw5r167F0KFDDUoKGMK9e/ewb98+HDhwABs2bMDnz5+RmpqKd+/eYd++fQgMDDTI88oN0nVqCElJSTh27Bi8vb3RqlUrveeN1Br/pZgwYQJmzZqFu3fvAsgqNwwZMgTdunWT3T/nzp1Dy5YtMXr0aABZmd1+/fqhYcOGmDZtmlifoYx806ZNodVqMW/ePFhaWsrusYMHD+LatWt690BuMg4SSOLixYt6HMK8ODUODg44cuQIAgICZN9fv34d5cuXx4sXL3Dx4kVUrFgRb968kc1TsGBBDBs2DM2bN5c974yNjdGiRQskJiZiwIABePLkCRYvXoxLly4hPDwcDRo0wI4dO9C4cWPs3LkTly9fhpGREUJDQzFp0iQEBATA3t4eR44cQbly5QAAycnJqFKlCl6/fv3FsiaGkD1zJ12zarUaZmZmePXqlbh+CxYsKMvMfRf842HT/xF8+vSJa9asYUREBI2MjBgcHMxRo0bx4sWLvHv3LidNmsRff/2VVlZWep1SXyLol1/s2bOHZmZmDA4O1nPJleTRo6KiZAx33XmkSbfNXKvV0tLSkidOnBCtsXXq1GH9+vX5/PlzAuCmTZvE6NvOzk4Ii5H/kbHPruSpOz1+/JgdO3YUQl25ie/lJZku4ePHj1y6dCkjIiKENPuUKVNytGDQHYX9/PPPwjm6T58+7NOnjzCtq169OqtVq0alUina5CWhsxkzZnDGjBnCzZiUy6Ibwt27d2XiZ15eXgY7z7KrxJJZZpFBQUFCbbNs2bK0s7Ojj48Px40bxwEDBrB3794EINrEfXx8hL/NsWPHCEAmirZq1SoGBwfn2b4aExOTo9npjRs3uGPHDqamptLa2locVx8fH+7bt49klg1FfgTndFGrVi1Wq1aN+/bt02vTfv78OaOioli7dm3xnaFsUn5M/XLzQNKdvhaSeeW9e/dob2/PJUuWCP8xXasDMzMzmXCYsbGx6Cpp3LixaGeXWtTLli0rrAcWL14svHbu3bvHxMREtm3bVri+V69enYULF2bPnj2ZlpbG1NRU+vv7CzsOyYbie0A382XoeZP9fs+uYJ7d+qNYsWJ0cnKiSqXi3LlzZb+TfdSelpbGatWqydrmVSoVK1euzMmTJ8sEOYsUKUITExNZRj4qKoqWlpai88/T01OYXZqamnLIkCF6wp65yTiMGzeOAQEBX9XCT2ZljgwpeUuWLWSW8J0hHyldw1pdoTxbW1vhU2fIKsbd3V2Y/krKzQBkXaCSSrUEyR7ne2VqDKFmzZoMCAgQz5p/6volSX2q+78Uzs7OyMzMRPPmzTFlyhQ9XkXfvn3x5s0bTJ48GZ6enrhw4QIuXLgAAOjevTv69u2Lp0+fCmGvBQsWwNbWFjExMTL+zMKFC/H8+XMMGDAg1+0ZOHAgfvrpJ4wYMQIqlQpdunTB+PHjUalSJVy6dAkTJkxAr169cO/ePSxfvhwLFizADz/8oDea0BXJkqBLhD127Bj27dsHe3t7qFQqbN68GfPmzUPz5s3Ru3dvREZGinlv3bqFjx8/5lojl0YrEtlt5syZePToEebOnYtx48bJ5mUOScC0tDSo1WqcOXMGCxYswIoVK+Dn54dWrVphxYoVcHNzQ40aNfKV9Xnx4gX69u2LIUOGyL43MzMTZLhhw4YhPj4eDRs2xPnz51GtWjVUq1ZNb13+/v7Yt2+fyPbZ2tri+vXrsLe3h42NDT59+oTPnz+LDoq0tDSEhITA3NxcZG+ArJrzmzdvsHTpUty6dQv9+vWDm5sbFi1ahOPHj+Phw4dISUlB+fLlMWfOHCxduhRXr14VXWnv3r3DkiVLoFQqRd1eyizp1vFDQ0Nx7949mJmZ6ZGXdXlItWvXRr9+/XD58mVx/b579w4TJ07ExYsXoVAocOPGDQQHB6Njx44oVqwYypQpgwkTJkCtVmPevHm5Eiwl9OrVC0WKFEH79u0xc+ZMFC5cGJGRkVAqlShVqhRevXqFlJQU/PXXX3BwcEBsbKwQ5JJG8JMmTcLQoUMBZIkDAv/JvuryfICs7sRFixbBysoKBQoUAMkcM0MS4uLiMH36dJkAG5CVpezevTsWLlwIIKtDLy4uDkePHhXzZGZmolWrVqITLy4uDkeOHIG1tTVatGgh66RZu3YtSOLZs2fYuXMnevfujbVr16Jly5ZQq9U4d+4c0tLSAGSR/ceMGYOrV6/i9evXCAsLQ6VKldC5c2eUKlUKRkZGcHJyEpy45cuXgyTevHmDxMREjBo1Shyrb8WdO3fE/zdu3JjjfMeOHcOMGTP0shfR0dGyz0qlUoh+6o7Inzx5gvLly8vmVavVmDlzJgICApCUlARra2vBz5I4UxJevHgBY2Nj1KhRQ3yn1WoRExODO3fu4MKFC3j16hU0Gg00Gg3MzMywZMkS2TpyEvaUEBYWBicnJyGSmheBNjtatWqF9u3bY9CgQSKjeerUKYwZM0bwEZOSklC4cGG9ZZ2cnPDq1St4enrCw8MDx48fR0hICEJCQnDw4EF06NAB169fR61atQBACEpevXpVZO68vLxgamqKjx8/yrY9p/3Iq5v1W3D27FlMmTIFPXv2xNChQ/+x6xfAvzNTY8iJVNKh2Lhxo/Ay0jU7zD7lxZ+BzshFF8ePH8+XBouuJgUAbtu2jSR59uxZApAJx925c4cajSZfolbZYW1tLbQLnJ2daWJiQh8fH5qamuqNsho2bEgvLy9GRESwYsWKsknS4ihQoACnTp3KAwcO0NLSUvhsLV68mDVr1iRJMQpSKpUcPXq0bGQ0ZcoURkdHs1ixYlSpVOzVqxevXr0q2w4jI6McXZ+lYyeNNKysrAx6fXXs2FG48F65coUWFhb09vbO1f5gypQptLW15datW0nKa+qStkezZs3ESM7Dw0MYNAYHB4trrWDBgkLPxcjISGzrL7/8IpzFSTI0NFRwZaR9UiqVrFGjBhs2bEgAQgvm6dOnBCD7nUKFClGpVOppb3h6ehoU1TN0/Uo8jVu3bnHHjh0cPHgwlUoltVqtnv+SSqXSm3R/19jYmIGBgST/Y9I6b948VqxYkY6OjsT/GMD6+vrqeapptVp6enrKuBxSxrRs2bJMTk4W/5em8PBwuri40MjISHg3vXz5MsfzS+acPXz+/LnsfihfvjwrVarEbdu28dy5czx//jxPnTrF5s2bi2yiUqnM0frgjz/+EPNJAn7FihVjo0aNGBUVJbuGz549S0dHRzo5OdHa2pp169bl5MmTefr0aSH+ZmpqKiwOWrVqJa6Le/fu0dzcXJZR0p2+N65evcro6GiqVCq2bt06X15GhlC4cGGOHj1a9l27du04ePBgBgcHy75PSUn5pmzb18LMzOyL+Uq6SE9P56hRo+jk5CTuOycnJ44ePVoYn967d8+gZkv79u1Fdk9XKM/KyoqFChVivXr1ZNWDoUOHctSoUVQqlTLNLYkz17lzZ+GVplarGRcXJz537tz5u/JADcHU1JTbt2+npaWlwev3e+Jfl6mZMWMGfvnlF7Rt2xYbN25Eu3btcOvWLfz5559o1KgRoqOjRZeTNKqgDrNeF7lF8QEBAdi7d69ez72DgwOePHmS53aam5vL+CjPnz8H8B+2vzTyfvnyJTQaDdLS0hAUFISIiAg4ODigXr16qFixYp6/ExwcjOTkZHh7eyM8PBwPHjxAiRIlcO7cObx8+VLMt3LlSmzYsAFhYWE4cuSInhR65cqVAWSNaBs0aAAPDw9YWVkJrkOFChXQpUsXAMDUqVMBZB3XOXPmQKVSid+RJNPnzJmDoUOHYsGCBfjrr7/QqlUr1KhRI1+jId1WS1NTUxw9elRPC+fu3bv49OkTKleuDDc3N6Snp8PPzw8xMTGIiorCrFmz9Nbbs2dPHD16FHXq1BFchQ0bNuDKlSu4ceMGoqOjsWzZMnGOpOxCdiQmJqJ06dIYMGAAWrRoASArc2JpaYkdO3aILMrFixfRvn17bNq0CUZGRvjw4QNIYsCAAWjXrh2KFi2KGTNm4OXLlxg6dCgUCoXM9uHSpUt48+aNzJri1KlTuHbtGkaNGoXRo0fjzz//hI+PDxISEpCYmCja452cnLBz506EhISIrEWNGjXg7++PCRMmiNbcBw8eYMqUKXB1dRWdRffu3cOVK1fg6emJ8PBwAFkdgp8/fxb6M9u2bUOTJk3QsWNHVK1aFSEhIahVqxb27duH4OBgxMXFoU6dOuJYLliwAPHx8ahXrx7Wrl0r468NHDhQZEOPHTumd7zT0tKwbt06LFy4EO7u7qhduzbat2+P6tWri+vk3bt3Mu0OU1NTsXxGRga2bdsm4xKcP38eZ86c0av3L1++HPPnz5fpEpmYmGDq1Kl6nSpmZmbIzMzEjh07AADXrl3DsGHDULBgQRkXSavV4s2bN/j48SOuXr0qpOcnTJiAjx8/okKFCrCwsMCSJUvQvXt37NixAytXrhTbmZaWJrMlAPLfdpwdcXFxBr9PTU3FuXPncOfOHdSoUQPnz5/X07uSkB/7mBEjRqBp06Y4ePCg4NQsWrQIKpVK1lEHZHWSLV68GAsXLkRmZiYmTpyITZs24dOnT6hSpQqGDRsGjUaDxYsX57pvubXWG0JQUJCetMOXQKVS4ZdffsEvv/yCd+/eAdDnHObEy5k3b544dl27dhWdXfXq1TOoMzNixAhYWVkhMzMTpUqVgp2dHd6/f4/379/DzMwMy5YtE/Oq1Wq9d9vXaD7lhOzdqiRhZWWFjh07okyZMrLr9/Xr17J78bvgu4ZI/wcQGBjI5cuXk5SP6BUKhcFoP/sILb/w8/PjkiVL9GS0Fy9enK8ujPr163PevHli27y9vTlq1CiWKFGCKpWK27Zto6enJ5VKJf38/ETdHv8j4a5UKnPtipKwY8cOrl27lmQWfyIwMJAKhYL29vai9koalkI/cOAA69SpwzZt2jApKYlJSUn08fHh9OnTmZSUxCpVqrBv374ks7Iz2dVgw8PD9fgU2XH//n2OGDFCdMT06NGDRkZGMq5KdpsKhUJBrVZLGxsbmpqaEgBNTEyE9UGPHj2oVCrp7e3N8PBw+vr6ytSYpS6fnNRFV65cyfr167NQoUIsVKgQ69evzxUrVjAjI4PXrl3joUOHxPGQJl1YWVnx2rVr4pzdunUrTwuCQoUKiQyhZDJ67do17ty5k76+vixatKjeaGrZsmV6XBnJ4Vn3PJJZasp2dnZiPgsLC2E0qTvfqVOnaGtrK+Zr0KABf/31V9lvtG/fnjVq1NCzbdBqtaxevbrMpJUk//zzT5ExXLFiBXv27MmAgAA6OTmxf//+vHr1ao4ZJWnavn27XjbVEO7evcvhw4fTx8eHHh4e/Pvvv0n+R5E5p0mlUnHUqFFiPaVKlRI8l7wwZMgQOjs75+hkTmYZDjo6OnL+/Pl6xzwxMZEFCxY0mGm5fPkyZ86cyeLFi4vrpWjRoqKjxtvbm1qtVpZROnPmDIcNG8aoqChWqVKFERERsik3REdHy6bq1avTyspKcL2yd8Flx7Fjx+jt7Z2vDkWpMzIkJEQY7m7cuFHG4Xv58iW7du1KMzMzNmzYkIUKFSIAFihQgM7OzjQ1NRXPdcnwV5qkLIWJiQltbGzydS51sXfvXpYrV4779+/nixcvcnUN/3+JgwcPMjY2luXKlZPxskaOHMnw8HBaW1vTycmJRkZGLFGihJ5R5LeYReYHhs67pIqv1WoZEhIirt8ZM2YwPDz8+/4++e/qfjIzMxOjyAIFCmD9+vUIDg6GjY0NrKyscP/+fRQuXBiHDh2CVqvF5s2b0b17dzx48CBHDkfbtm0xc+ZMWSfAhAkTMG7cOCGSBQB79+5F//790bdvXwwcODDX7bx9+zZSUlJQtGhRKJVKoXuiVCqRnp4OlUoleCtpaWn49OkT4uLi0L59e3To0AHPnj2Di4sLLl68+MXH6NWrV7CxsZFlRXSN/uzs7HDgwAHB36CBTJZCocDOnTtRt25dkMTnz59FzfRrsXv3bixatAjr16+Hu7s7GjVqhEaNGuW5j0ePHsXevXtF1khSAJayJB8+fIBCocC4ceNyzQRlVxfVhaRVJCl76kJ3RHz9+nUUL14cGo0GL168kHUu7N69G3FxcXjw4AGALP5B7dq10bFjR/z000/YuHEjMjIyYGlpCQcHB+zZswdAFn+gYcOGOHToUJ517+yifMnJyfjjjz9gYmKCgQMH4sOHD2jcuDHWrFkDCwsLHD58GKVKlUJ0dLQQuyMpuFZLlixB/fr1YWVlJfgmWq0Wa9euRXR0tOheArK4Z7/99hsKFiyIhw8f4u7du7Czs8OcOXPwyy+/CN6RQqFA5cqV0b9/f6xatQpr165FkSJFsGfPHlnG4fbt24iJiZF17unCUKfjiBEjsGjRIiQkJODTp0+4evUqLCwskJSUJPZr7dq1MmVZtVoNT09P2Nvbi+zCkSNHMGnSJKhUKqxevRq2trZClA+ALJO0a9cuFC1aFEePHoWlpSXOnz+PgQMHIjMzE2q1GgsWLEBISAhu3bqFzMxMjBkzBmPHjsW2bdtw4sQJ/Pzzz8jIyJBdm9L+rlixAvv378f+/ftx/fp1GBsb49WrV6KzztTUFAsXLhTXOgB069YNCQkJqF27tkEuiJRJzQsTJkzA+PHj4eTkBDc3N1SpUgX9+/fPdRlD2kK6MKSBIiniGoJ0vfv7+6N8+fJYt24dgoODhWBdbGwsateujQ8fPugZ8AJZ3KguXbqgX79+Mv5NfqCrOK8LfkEWzJDWjARdLanc8P79eyGURxL9+/dHbGwsFi9ejCNHjqBUqVL47bffsG3bNmzbtg0LFixAp06dYG5ujqtXr8pEFv83cebMGdy/fx/VqlUT1+/WrVthbW1tUKfnq/FdQ6T/A/D29hY6KCVLlpSN0PA/o2Jk4wkAECN/Q5M0utfVWVi0aJHImEiTmZlZvjyR0tPTmZSUJIzPDDHvLSwsOHLkSCYkJHDOnDlUKBQ8ffo0yaxuobi4OAIQ+gSGfGUkZGZm8vnz50InxBB0jf6KFCnC5cuX882bN9y1axctLS355s0bPn/+nLt27WKZMmW4Z88eklkj47Vr1+oZSn4LXr16xRkzZrBYsWL/eK3XEN68ecM//viDEydO5KRJk7hu3ToWKVKEjRs35uXLl/W8vh4/fsyFCxeyQoUKVKlUdHBwYOHChfnp0yfhS3Pv3j0WL16cPXv2FL9z69YtcdxSUlLYuXNnFilShA0aNDDIVTBkrJp9UiqVokYtZQO8vLzYq1cvFi9enLt27aK1tTXnzp1LU1NT2tnZEQDNzMxoaWlJExMTVqtWTYzUNRoNCxcuLPMGkrR+PDw8ZNu3aNEiWllZccqUKTLuSp06dWhnZ8d9+/bx/fv3PHz4MH19fdm3b18mJiaydOnS1Gg0eqPf7J17rq6urFSpEm1sbFixYkWxjXXr1mWpUqXo4OBAU1NTNmrUiFu3bpXpg0i4e/eu3vfXr18XJpK6zwro8I6yf6fry2NkZMRGjRqRzDLuO3PmDB0dHbllyxZaWVlx2bJl9PPzY0pKCuvWrauXxfDw8OC2bdu4d+9ejh8/no0bNxbZDhMTE1asWJFDhw7l/v37+e7dO169elVo5RjKKNnZ2QleWF7IruWkO0mZxnr16rFatWo0MTHJ1ceKzOKhGOK45QZJr0mhUHDdunUyPy1LS0vR4UNm+YZJ3CIJJiYmuXoJnTp1SnC9vnS7cpvyQk5aM1qtloMGDTK4zL1791ipUiVaWFiwatWqvHfvnujAkqaBAweSJFUqFSdOnEjyP7ysLVu2UKPRMDExkT/88APbt2//xfv9T8CQubCE/FQcvgT/Ok5NZGQkNm3ahOLFi6Ndu3a4ePEigoODcfbsWURGRmLo0KGIiIjAunXr4OjoCE9PT/j4+OCXX37JsT8/PT0da9aswZ49ezBo0CDcvHkT27dvx2+//YbmzZvjypUr0Gg08Pf315NKNwSVSoXq1avjypUrsLa2NqjQ2K5dO3Tq1Els008//SS6ktLS0oTiqFarNejXAmRptfTv3x+bNm0S81tZWSEmJgZjx46Fo6OjmLdSpUrYvXs3ihQpgsaNG6Nnz57Yt2+fUEqVRljVqlWDWq1Gnz59cObMGXh6euZLk+dLYGNjg+7du6N79+75Hs18+vRJr4Z/4cIFHDx4UIySdu7cifDwcJiYmMik3d+8eYMSJUrg9u3bWLp0Kbp16yZq4BJIon379jJNkOPHj2P+/Pn4448/4OHhgStXrgidl0aNGkGr1eLjx48oUaKE0MZxdXXV8/06cOAAevTogTlz5gD4DyfhwIEDmDt3Lg4dOgRLS0uUL18eTZo0Ecu9ffsWvXr1kqm0JiUlYcOGDVi1ahVI4uTJk3j48CHmzp2LhQsXYsuWLWjSpAk6deqEkiVLokKFCvD19cX9+/dhaWmJfv36oWvXriKTkZCQgA4dOsDb21soHdvY2GDVqlWoWrUqli5dCiBLlXXhwoUYMmQIevfujb59+4ptunv3Ln799VehMKpUKuHj44MpU6agePHiaN++Pf7++28kJCTIjsv+/fvRtWtXLF++HMbGxkhJScG7d+/QokULJCUl4eDBg/jxxx+xcuVKuLu745dffkFsbKzBjkAJnp6eelYHe/fuhYuLC7Zs2SKyC6dPnxbLGPJVkzhmQFam8KeffgKQxbHZtWsX3r59i7t378LExAQ7duxATEwMzpw5g9GjR2Pv3r04deoUUlJSEBERgZ07d6JgwYIiY1uqVCm0aNECERERKF++PDQaDVJTU9G9e3ehWnz9+nX4+PjAzc0NsbGxSExMFJ1txsbGcHJywrt373LtIBwxYgTi4+NRqlQpg1mV1q1bi+8ePnwIwHCmRRdlypTBzZs3c/Siyy0rA2R1vEnZaiBLJViXf5Senq7HwTA2Nsbnz59zXKeRkREeP36c63ZnZGQgISEBe/fuNcgF+hrF21mzZolO04SEBPTv3x8+Pj4YOnRojrpLP/30Ez59+oQ5c+Zg9erVgud28OBBKJVKODs7C15cRkaG8FbSarV49eoVWrZsiaVLl6JBgwYIDAzU60b7p5CXTcm8efOEjpCuJcLatWvRunVr4Wn3PfCvKz9lZmYiMzNTvOglIy87Ozv8/PPPMDExgVKplFki6JYIcsOwYcMwcuRIYbAmiRcBWeTJ9+/fi4dTXihVqhTGjx+vZ+wnIbvvkiQmdfPmTcTFxcHe3h7Jyck5liPevXuHYsWKISUlBbGxsShYsCBI4vLly1ixYgVsbGxw9uxZkQb8Ein0q1evolSpUrLSw/8WDLXeAv9JW9epUwe7du1C9erVsWXLFlhaWqJhw4ayQODZs2dwd3fH8ePHUaZMGcTGxqJ3796yY1arVi28ePECZ86cwZ49e7Bw4UK8ffsWzZs3R8uWLRESEgJjY2MkJyfLvIQ+ffqEzMxMmJiY5EqIk0pLZ8+eRY8ePfDo0SOD57ZTp07C5uLZs2dCqkAXy5Ytw/DhwwWZVaFQoH///hg7diwCAwMxatQoNG7cGNeuXUNoaCjevXsnyLazZ8/GsWPHEBMTI8i2J0+exIwZM0QQUKhQIQQFBWHbtm04d+4cTExMEBQUhICAAPGQ7dWrF0aNGgULCwsMGjQI3bt3h42NDRISEvDixQvUrVsXCxcuxIsXL3L0Qrt//z6cnZ2hVquhUCgwa9YsvHr1CjNnzsSRI0dEGc3DwyNHEUYJUhBryOpgw4YN0Gq12Lt3r8w0MTuk9L9E4pesD44dO4aQkBAMGjQIq1atQsuWLYW4ZY8ePbB06VKsXLkStWrVwrp169C6dWtBQA0NDcXUqVNRoUIF7Ny5ExUqVNATvAOySOxHjhzBtGnTEBUVhQsXLsDHx0eYF+o+c/g/hGhpG3KCs7MzJkyYgFatWonvsr+cSOLJkyfYunUr2rRpg99++01vPZL0BZAlCzF48GD069dPBFm60G0Zl/Du3Tt8/PgRt27dEm3iZ86cwaRJk3Dp0iUYGRlh79690Gg0UCqVqFmzpmzwuHnzZkRGRsoGIgMHDgRJ3L59G/PmzYObmxvWrl0r/q5QKISwI5Bzye7jx4+4dOmSENArXLgw4uLi8gzuAH0qxO7duxESEoIbN26gbNmyskYNCU5OTti0aRNKly6NV69e6Qnlubm54d27d3j37h0UCgW2bt2KWrVqYeTIkYiPj8fmzZuFWe+1a9dQqlQpMaD9J5HdEuHs2bNIT08XZcI///wT6enpKFeuHI4cOQIAWLVqFeLi4pCQkCDMVb8Lvmve5/8YkpOTRapZV7RLoVCwe/fu7N+/P/v370+1Ws3+/ftz/PjxskkihL148YLdunWjiYkJa9euTR8fHzo5OYkUb8eOHUXaulChQnrpUUPYvn07ixUrxs2bN/Px48d6JDSFQsFatWqJFK+RkRHd3NzEb9SsWTPX0kx8fDz9/Pxk7X0Snj17Rj8/P9FS+fnzZyYmJsoEmrIfs+TkZJ4/f57bt29n5cqVDUp7/2/AUOvt+fPn6e/vz59//plkVjvh3LlzqVAoGB4ezqZNmwqy6bp169i1a1cGBASwbdu2ooyQHevWraOlpaUoMXXo0IFnz56VCcHl1YqeHdeuXcux7KFQKOjj48OVK1eKMtfZs2fp5+fHtm3bMjMzU4hmffjwwSCJURLl69q1Kz09PVm1alXa2dkJ8uyKFSv05PDPnz9PhUJhkGxrCF5eXjL7A13hNgsLC1pZWVGpVIq2Vk9PT3bt2pWxsbE0NTUVbaW6k4QKFSqI1HTz5s0ZFRXFw4cPs3Xr1vT39+fw4cNpYWFBc3NzxsbGykpC2SfddWa3OihZsiSjoqJYsWJF2b69fv2akyZNYvv27dm+fXsGBARwypQp4m85WR8cO3aMDRo0oEqlorW1tSD2lixZkl27dpURI/NLRvXw8OCxY8dIyknGS5cupUajkZVFKlSoQHNzczo7O7NOnTo5lotsbW2FrISE8PBw2RQZGcmmTZty7ty5smOmi7zkL/ISrKtVqxZ9fX1Fm/jp06dpY2PDwoULs3bt2lQoFEI2wdbWVjbpnmPkUDLMjSTu4eHBoUOHGizZSaR5V1dXcezc3NxoZ2fHM2fOGNwXXWSnQsyZM4ckuXPnzhyJywqFIlehvEGDBhEAjx8/TpVKxYIFC7J+/fpUKBSyEjFJjhgxgqGhoXlu5/fG5MmTWbduXVmTyKtXr+jt7U1HR0e+fPmSy5Yto0aj+e7Ce+S/kCisC6VSKZxdu3fvnqs9Qk7LA3LBudKlS6NTp054/vw5hg0bhqpVq2Lnzp1ISEhAoUKF0K1bNwQFBWH+/Pn5Wre0Xgn8nxGWofbDDRs2oGLFijKDNSnjQBI7duzAggULsGbNGpQtWxadO3c2SKaUhOTS0tJEevr169fQarUwNzeHn58f2rZti/bt2+sJngFA2bJlsXDhwjzlrXfs2AELCwvh/D1z5kz8/vvvCAoKwsyZM/NlhJcXzM3NDbbe6hKfpRZw3fMvHXNjY2N4eXlh8uTJ6NOnD2bNmiUzJpSga6yXHdKIWMrUSARfQ/NJ7ryVKlVCpUqVYGRkhJ9//lmMDsuWLYvVq1fDw8MD5cqVw+XLl+Hl5SXW8ejRI0RGRgoyckJCgsHMoC6J8fPnz5g+fToePHiAtm3bimzK1KlTYWlpiQ4dOoh5k5OTUbx4cQwfPlyQbbdt24bVq1fj9u3bmDZtGgoUKIDt27fD2dkZ9vb2BuXjw8PDZdd1bGwsli5dKr67d+8eXr16JbZF9xhJqf6dO3cKCYGbN2+iTp06uH79Ouzs7PDrr7/i+vXreoTgvJDd6gCAsIG4fPkyHj9+DGNjY5w9exYNGjSARqNBmTJlAGSJ0VlaWmLfvn04e/ZsntYHp0+fxoMHDwQxcseOHejatSs6d+4sLAisra3FfuuC2cioZmZmoj1fN7OcnJyMSpUqyZzQ87KKkZ4ZAwYMgIWFhZ5w5ZdC17g1L+iWqh8/foxhw4Zh/vz5KFeuHObNm4fg4GBMmjQJc+bMwdWrV9GiRQts27YN5ubm6NKli95xyo3cDwCLFy8WEh9SZu7kyZNITEzE4MGD8fz5c0yaNAkZGRk4ffq0zNLAkGt4eno6OnTogNu3b+PgwYO5/naHDh3g7u6OYcOGYebMmejXrx/CwsJw+vRpNGjQAAsWLNBbJq8qwtOnT+Hi4gIzMzNRslEqlahWrRoOHz6M7t27o1ixYjh48CDmzZuHVatWCZHViIgIRERE6MmQfG+4urpi165deqKCf/75J0JDQ+Hu7o5Hjx5h+fLlMjmK74V/TVAjOZGePXsWZcuWxYIFCxAeHo47d+6IVGNiYqJ4QOni+PHjcHJyynHdEyZMQPfu3aHRaNCgQQMcOHAARYoUwblz51ClShVERkZizZo1ALL4Ee3atTOYZtVFUlJSrn/XrdlL+PTpk54+QU5eSba2tjh27JhBW/upU6ciPj4eqampmDRpEgBg1KhR+PDhA37++WfcuXMHS5YswfDhw9G8eXOxnKQOml9dgSJFimD8+PGoVasWLl68iNDQUPTp0wf79+9HwYIFDTr25ob4+Hj89NNPMvXc0NBQjBs3DkeOHBFKtEBWmnb79u0oUqQIihYtioEDB2LQoEGYNWsWmjVrJnsJSLCwsMDly5cNakfcu3cPjx49QpUqVXD16lUAWdfN6tWrsX37dvj7++PSpUtISkpCy5Yt8fz5c6SmporATdJjMDIywt9//w2tVov3798jNjYWtra2os4cGRmJ/v37IyoqCj4+Pvj999/1SpSPHz9GUFAQ0tPTkZqaKlN2jo+Ph4uLi6y7JyMjA0ZGRiKgatu2rUgXS/wHqfw0ffp0nDhxAo0aNUK7du2g0WhQu3ZthIWF4eDBg7hy5QoyMjJQvXp13L17VxZQSe7e2YOcDx8+YOLEibLzc/v2bYwdO1ZP2TcnTJkyBWlpaVi8eDFWr16Nw4cPo06dOmjXrh2ioqLyVfIFAEdHRyxZskTmlK0bsBoayEj/NzMzQ61atfDXX3/ByckJhQsXxrBhw/DgwQMEBgYKp3VdfPr0CXfu3IGvr6/s3pVezrpBtsSV0IX0HKhUqRIaN26M7t27i1K0t7c3unfvLsqjUlCV3xJJz549sXjxYhQtWhRFixYVpaLnz5/j9evXaNu2LQIDA/NUaf5SSArKv/76K4oVK4YzZ87g+vXrIuCpVasWgoODMWHCBJibm+P3339H9+7dDZZrDOHFixdQq9WwsrJClSpV0LlzZxkXDQBWr16NuXPnYu/evViyZAn69u2Lxo0b47fffhPnxlAADACXL19GqVKlDJ5vXeREhfD39zeoNQNkXYudOnUSz7iZM2eiZcuW4lympqbi999/x4cPH4RnW1BQECwsLLBv3z4MHDgQFy5cgKurK+rWrQuNRoMdO3bgyZMneP78OTIzM2FhYYGmTZuKQCe3d9/XwNLSEps3b9bjJV64cAGjR4+Gg4MDqlevjnr16om/6f7/m/Hdcz//S2jcuDHLli3LpUuXsl69eixYsKBBJ9JvwcWLF2WeHGRWp5CkRUFmsdd1/YG+dP05QZchnh+vJJVKpVdOktCgQQOOGzdOps+zatUq2tvbMyQkhEePHuWAAQPo5+en51ieXz8nMit1eufOHZLksGHD2LBhQ5IU3SFfCkO/vXfvXoaGhlKhUMjS940aNRLltfj4eDo4OLBDhw709PQ02CFGMk/vE6nckx3v3r3jnDlzWLp0aapUKvr7+9PX11eW2k9MTKRSqaS7uzuNjIyEhoa5ubnsutT1O6pfvz6jo6MNOse7uLjQxcVFdOVJHSd16tShkZGRzAvLysqKVlZW7Nmzp8wL6+rVq3R1dWWXLl1oY2PDokWLsl+/flQoFOJ3ypYty8mTJ5P8T9mjfPnyLF68OO3s7GQlP6VSKfyidGHo2iD1Sx05TREREbJtnDZtGp8/f57jecoN3bt3p5ubG1euXMn79+/z/v37HDJkCB0cHNiwYUNRwlGr1UxMTJR1uRQpUoQDBw6kiYkJrayshFv96dOn9a7n9+/fMy4uTigvS7pPMTEx7Nix4xd30xw6dIgWFhb84YcfaGpqKs6lqakptVqtwRLJnj17eOjQIR46dMhgGTr7cS5RogTNzc31SjhFihThyZMnc92+a9eu8cSJE7Lv9uzZw/DwcIaGhop7cfz48bS1tWVQUJDwYytQoIBM6dvOzk6UJQIDA7lp06Y8VWdfv37NH3/8kXZ2dqK05OjoSCMjI4OdmdevX6dSqWRMTAyrV68uVLS9vb1Fyc7ExITly5fXe14Ycg3/XqhcubLBe8DExIRhYWHi86+//pqrVs7w4cOpVCpZunRp8RypW7cuw8LCGBgYyEqVKtHExIRKpZIFCxbkjz/++N32oVWrVvTy8spVxTw3/aJvxb8mqHF0dBQ31cuXL6lQKHj06FGePn2a4eHhPHz4sEx8jMxq3Q0PD89ROn/VqlV88eIF586dK16cBQsWFGJ29+7do1KpFK3WJHnixIl8v7Bfv37NnTt3csmSJUxMTKS1tTUnTZqkZ/S2Zs0ampmZ8fTp0+zSpQutra1ZqlQpTp8+nU+fPjXI5cgul60Lc3NzHjt2THYxZb/wsj/YdOcLCAjQE+F69OiRXjBnY2MjtissLEwY2km2DxKePn3Kli1b0tnZWbTP6066v519n3S3Ozs3RXo5Z2RkcOzYsaxbty4bNWrE3r1759jCunjx4hytMzp16kQAdHZ2FoHt1KlTxcOZJC9cuCDkAXQRGhrKjh070tPTk+bm5kxISBAt2r169RIBmaGHgCFOgrm5OU+ePMmEhAS6urqKa79p06Y0NjaW/XZUVBT9/f0ZFxfHmJgYFixYULRv+/r6ipZuZ2dn2tvbE4B4QapUKmEYKAU1ZmZm3LNnj7ChyOn8pKamcsGCBYyKiqKxsTFr1arFbt26CTmAL4HEx4mOjjbYVpyTnEF2pKWlsUePHjI5BkNWBwUKFODOnTtly/7xxx80MjIiAGF9QJJjxoxhVFSUbN4ePXqwZMmSPHTokIwXsWHDBhYrVkw2b3buTvPmzQ0G15cvX2blypUZGhrKQoUKMTY2lsWLF9fjCL1584Z+fn6yF4iRkRHj4uJkhqG6uHTpEi0sLBgaGsrly5fz3LlzPHfuHJctW8ZSpUrR0tIyV75YdHQ0hwwZIj7fvn2bGo2G1atXZ48ePWhhYcGpU6fK2sSlc+bk5CTObenSpalUKgUfY8uWLSxRogR9fHxy/O2XL18yICCA5ubm7NSpE6dOncqpU6eyY8eOVCgUdHR05IcPH3jixAkxAB0wYACtrKzYtm1b1qlThxqNRo+HVahQIZqZmbFy5coiAF6xYgXd3Nxk0gzZkV1AMafpS5B9wGVpaSnj2mSHk5OTrBXeEF69esVffvlF8N6+F96/f88uXbqIoEmpVFKtVrNLly5fZfXzpfjXBDU5EayaN2/O+Pj4HEfZo0ePZmxsrN73SUlJ4gb09/fngAEDaG5uzn79+tHJyYnx8fEsX748sye7pk6dyipVquS5vZs2bZKpLFpbW4uLQKvVivlWrlxJMzMzrl69+ou8khQKRY66JhLxTvd43L17l4MHD6azszOrVq3KTp060d7eXvjv6Po51a5dW2Sosvs56aJu3bqsUaMG4+PjaWxsLNQvd+7cSX9/fzFfVFQUg4KCOGvWLK5fv54bNmyQTdJ+KJVKvX0yMzOjQqFg/fr18xz9Ghq96E45ER2zjzI0Go14oCxatEhPEVOj0QhSpwQLCwuuW7dOFqhI69MNyKTPCoVCHHvdSUKRIkXE/ukqO5uamuoF1ampqSxRogSNjIzYtm1bRkZGEgCDgoLYtm1b+vr60s/PTzZJD3YzMzPWqlWLbdu2FUFNqVKlOHr0aPGiMXR+pAel7rGrXbs2y5QpQ5VKxcaNG+dIPDWENm3a5EoEzk4Izgvv37/nhQsXeOHCBb5//14vsKhQoQJdXV1lGZ0VK1bQ2dmZzZs3l2ndnDhxQs8jKCdi740bN2hhYcErV64wOTmZy5cvp1arZYECBcRLHgBtbGz0yKiGMl6mpqZ6v92pUye6u7tTrVaLzOXWrVvp6+vLH374weDxqFOnDqOiovQU0sksnavo6Gg2btw4x+Pp5uYmMlckOXLkSIaEhIjP8+fPZ0hIiMHzWK9ePfHsUygULFq0qFjO2tpafG9hYaH3LCPJnj17Mjg42GBmOiEhQTxjjY2NWalSJYaEhNDExISbN28mSc6aNUtGUJeQ3wA4O3QHV7rZCN3vvjSIyB7U6F5ThmCIBJ6WlsYDBw5w+PDhDA8Pp0ajoZ+fH+Pi4vQG0t8DKSkpTE5O5unTp1m5cmWhYP5P418V1Bg66T4+PkxOTs4xqLlw4YKwNXjy5AnHjh1LPz8/FihQgACoUqlEwGBhYcEbN25wyJAhLFasGCMiImSpepJs1KiRkELPDf7+/uzZs6feyKlbt24sXLiwQYZ49erVaWlpyRYtWnD79u3iAWQoqDEk6CdNbdu2pVKpZLFixThy5EiOHDmS9erVo5GREefPn08PDw/269ePTZo0EeuTuloUCoXIqEjfBQQEsHr16jx+/LhsG+7du8fatWuzaNGismPSq1cvdu/eXXauzp07l+OxSkhI4KJFi6hQKDh9+nTZvixfvlz2MM0N+Rm95IT82g+QWd0cJUqUEJ0PZFZKPSgoiGXLlqWHhwdbtmxJb29vzp8/n6ampjkGZGlpaVy1ahV79erFZs2asVmzZuzVqxdbt24tykK7d++mqakpTUxMCIAtWrTQ2/5Zs2YJkTg7OztZpiw39O3blxUqVOCTJ09EmWv69Ok0MTFhmzZt+OLFC86ePZuzZs2iQqHg+PHjmZCQwKJFizI8PJzLli3j0aNHOW7cOGF4ev36dXp5eXHYsGHid1JSUjh48GCWK1eOvr6+9Pb2lk3/JAx1ubi6utLU1DRX88q3b99y/fr1wtJD11TS1NSUhw4d4r1798T18tdff7FixYqyIFY3WJagUCjYtGlTVqxYkZ8/fxa/d/78edrY2PDp06ccPnw4+/XrRxsbG72Mkp2dHcePH69XItm3bx/t7e3F54yMDI4YMULYIEgv//j4eD2BwpMnT8qWzQ5dw02SjIyM5ODBg8XnmzdvygZr2fH8+XNu2LBB7xmSkJDA3r17c+LEiQafZSTp6enJHTt25LjuRYsWEQALFizImJgY/vzzz6Isnh9kD4DzgkqloqenJ4cNG8bTp0+L8mz26UvwpUFN//79GR8fTzKrCyoiIoJmZmYsVKgQO3fuzOXLl/PRo0dftA1fgwcPHvDBgwe0t7f//wc1XwqFwrATqUqlYlxcXI5OpLdv36apqSnr1KlDKysrNm/enFu2bGF6ejoVCoVeUKN7IeUUKOUHkieQIbRo0YL+/v40MzOTlTbI/Hkl5QeHDx9ms2bNhO9RmTJlOHjwYCYmJtLY2JgTJkxgYmKimCSEh4fz9OnTX80bMoRChQrJAoCccODAAX7+/DnHVn1Dky4MjV7yC1NTU5Ep0b0Orl+/rncsnjx5wqpVq1KhUFCtVlOtVhMACxUqxKdPn7Jv3750dXVlmzZtWKJECYOZvUuXLnHBggV0cnKiWq1mcHAww8LC2KRJE1auXJmmpqb08/MTXBpJ2blr167UaDTs3Lkz582bx3nz5rFz587UaDTs2bMn3d3dWb58eYaHh+fLwyYtLY0dOnSgkZERFQoFjY2NZdmmnEp+ZmZmsodYWloajY2NRfv3hg0bZG72zZo1o7OzM/v378+pU6dy2rRpsulbkFu5KiYmhnZ2dvTw8JB5WX3+/Jlt2rRh+fLlxQtN1wcrNTWV/v7+NDY2Fq21hlrzlUqlUJVu0aIFnZ2dWbZsWZqbm3PXrl00Njaml5cXt2zZwmLFirF48eLCm0yhUNDW1pZ2dnYsWrQoLS0tGR0dTXd3dzo4OLBo0aJUKLJ83HQzSmq1mo6Ojnolkj///JNmZmbi888//0wHBwfOmjWLarWaO3fu5MyZM+ng4KCneHv//n29cqMuXFxcRAk0IyODVlZWwvuLzCqdWVlZfe0pzBVqtTpXReEHDx7ky9/vjz/+YOPGjVm6dGkWLFiQISEher5wqampsuePITx58oTjxo1jYGAgHR0d2bdv3y9+PmeHQqHg6NGjRXbc1NSUQ4YMEZ+lSUKPHj1obW3NSpUqEQCtrKwYGRnJH374wWBW6ntCN1jWLT9VqFAh1+P2vfCvCWpyI1gVKVJEfM6Obdu20c3NjSqVir1795Y9iPMb1HTp0uWLiYsxMTFctWqVQe7GmjVr6O7uzvbt2+dq4Ldr1y42b96cpqam9Pf358CBA/Oln2AIukZw0qhUkYMZ3Nq1a+nl5SWTa88J6enp/OOPPxgfH8/4+Hj+8ccfesvs3LmT1atXz9fo6ebNmwTA6OhoPnv2LFeNjOwBp+7o5UtRqFAhEWDqXgczZszQ03qRcOXKFXHudu/eLYKsu3fvskWLFjJLhD///JNt27ZlzZo16eHhocdvys4vevv2LevXr8/q1avr/e7SpUtz5EblVzskO+7fv8+tW7dy1apVXLp0qcgmbd26Vfb/rVu38u3bt3R2dmZSUpIInHbs2EEAPHr0KJOTk7l161YaGxuL4NPS0pIJCQl6gejixYtZvnz5XHlMeSGvkpVKpWJ0dLRe+erSpUuyjJajo6MYYUvWB+/fv6ePjw/Nzc1lWkmLFi2imZkZGzduLIi9arWapqamPH13/jXTAAEAAElEQVT6NC0tLXnt2jUWKFCAw4cPZ1hYmDAbVCgUbNiwIc3NzWlra8uWLVtyzJgxXL58OadNm0YXFxe+efOGJEWArFsiUSgU9Pf3F/OQWS/jxo0bywJoZ2dn8VwJCAgQGeENGzbQxcVFdiz++OMPBgQE5HiMW7RowTp16vD+/fucPHkyLSwsZPyJNWvWyMpKX4Oc9JhcXFxyNR/dunUrbW1tBXfR0GBN19JApVLR3t6eVapU0bM0+Pz5M0uWLMklS5bka5sPHTrEuLg4WlpaskyZMpw3b95Xvdg9PT1lOlCGJt2Mpu47sGjRonR3dxd0B3Nzc3br1o1//PFHjrzLb4FusCzd35UrV6ZCoaCTkxM7deqUozbV98C/JqjJCW3btmWFChUM/i0zM5NhYWFs27Ytjx07xg4dOtDS0pKlS5eWvQx+/fVXbty4kWZmZpw3b554UUkdLXmRtgxBKvMYYoPn5wWti6/xSsrNcbpbt24MDg7mxYsXWaVKFVlq9+XLl7S2thYBn7Tf3bp149ixY2W/8eeff9Lb25tmZmZixGNubk4vLy9Zp5e1tbV4KOdUNyezMjUajYZhYWE0NjbmrVu3ePfuXfbv359RUVG5clBI+eilW7duX3Rj/f7774JjYW5uzhUrVnDUqFHi/1+CZs2asU+fPuLzs2fPhNiYo6MjFQoFZ86cKVyLDx06xNKlS/PgwYNMTU0VXIALFy7QyMhItg8//fQTP3z4kKdvTX67bgx1M0mYM2eOrCNNlzuge/8YCq6kebJneXSv31mzZtHe3p6jRo3Kk8f0LZBIwTExMeJFGRMTw/Lly8v8jpRKJWvUqMGYmBi2atWKAwYMIJnFoTJUzrt58yY7dOggiL1GRkbcvn07ySzOzeHDh9m9e3c6OzvT2NhYZFp++OEHurq6smfPnjQzM+Pt27fFOmNiYmSl20uXLtHBwUFWIjl58iRdXFxoZ2fHyMhIRkZG0s7Ojq6urvzzzz/FsiYmJrx27RpJcujQofTw8ODFixd59epVWfbxwoUL9PT0lBGBs+POnTv08/MTpGRdMUKSrF+/Pnv16pXvcyIhJSWFXbt2pYODg0HxPJJs164dK1WqxLS0NL3l165dK/P30x286T5bAgMDuXz5cpJZnBgpOzhkyBB27dpVts5Vq1bpCTXmhadPnzIiIoJKpZIvX778omUNIXuGRneaOnUqu3fvzrFjx8qyN2RWp+bWrVvZv39/hoaGUq1WMygoSG8fvwW6wbKE8PBwBgcHU61WG+xu/J741wc1Ui23dOnSXLVqlahnrly5kqGhodRqtTIDtpSUFC5YsID+/v45tqBlDzbyqm8awtcGMHkhP5maY8eOCcM8Q7/99OlTuri40N3dnd27d6eLiws3bNjAcePG0cLCgsbGxty4cWOeXR1ly5Y1qCxZr149litXTnyXG/9HqptL69NtL7569SrbtWvH9evX09XVVW8/X79+zVOnTvHUqVN8/fp1nm3DeWHp0qXiwa1QKOjg4MDhw4eTJHv37s169erR19eXoaGh7NGjhyzYsLKyEqlfLy8vEUy8fv2atra29PX15efPn2lnZ8fevXuzTJkyVCgUnD17Nsms1vVixYpx9uzZrFOnDskssrlCoWCZMmXEfjg5OQnVWzJrZDlixIhc0/O5Qa1W86effuKnT5/Ed8+fP2edOnWo1WqZmJjIM2fOMDk5mQsWLOCCBQt44MABrl+/nkFBQeKasre355YtW3j37l2uX79emGJKI7l27drRwsKCK1euFL/zJTym/CI1NVXGi7h79y4rVqxIe3t7Vq5cmZcvX+b9+/dZqVIlwUGQMjpWVlasXLkyY2Nj6eDgwL1795Ikg4KC8lVaKVWqlBgg1K1bl61ateLt27dZsmRJWYCny92xtbWV8eWcnZ25dOlS8fnWrVsioJL4C2QWD2TevHmirf/3339namqqbHtKly4tAqQPHz6wfPnyVKlU9PDwoJOTE3v16sUaNWpQpVKxXLly/PDhQ6779/nzZ54/f94gV+P8+fO5GurmhB9//JGFChXimjVrqNFouHDhQo4cOZJubm7iODx48ICOjo708PDg+PHjuXHjRm7YsIFjx46lkZERNRqNXnNFduhKdSgUCqEufP36ddra2srmvX37dq78Il0cOXKE7du3p5WVFUNDQzl79uxcMzUeHh5s27YtExMTc1Wmz56lkSQipIEgAGo0mhz5aOnp6Tx69Ch//vnn7979pBss6yJ7sPxP4V8f1JBZRMDChQvLRokKhYKFCxfOVX/h6tWrotvJ1NSUdevWNTjf1wQ12fHp0ydGRkZ+E5kqOTlZr53XEEJCQnJ0nJZS1nfv3hVWDLqjaFNTU9HSnr2rQ9fFnMzioeiODCVcvHjxqy5uc3NzMWqVftvKyooHDx6U1fvv3LnDWrVqydrDVSoVa9eu/UUEQV3ock8k+4FSpUpxzZo1vHHjBsuUKUOlUskCBQpQo9FQrVbLMlT4H9uAiIgIGT/n6dOnVCgU7NevH8msrNWePXtoa2tLa2trWlpacsqUKdyyZQtNTU1ZpkwZ0XFma2tLtVotu/YSExPp4eHB0NBQOjo6igeclZVVjtLsueHIkSP09fVlSEgIL126xC1bttDBwYG2trYGuzyyE+evX7/OixcvykqOoaGh3Lp1q+CQSJNGo6FSqWRwcDCLFy8u7tHixYvnyWPKL6pVqyYCRcnqwNXVlSqVikZGRrl2ucycOZNGRkYy6wMyK0tpZWXF/fv3C10s3RKJROytVauWcFg+ffo07e3txT2VmJgoMi3v3r3jxIkTxUja1NSUNjY2tLCwIAA+fvxYbNOOHTtk3WZS96Qhsm92HDhwgObm5ixUqBDj4uLYpk0bkRExMTGhRqNhSEgIx44dm2u3zz8Jd3d37t+/nyRlekyLFy8WxHMyK9CIiorSK7GqVCoRfOYGXUsDpVIpSM6GLA2Sk5Nl3KTsePz4seDUFChQgL17985Vg0wXw4YNE5w5pVJJX19fdujQgcuXL+eTJ08MLrNs2TKGhYXJArfChQszODhYBH4ZGRk8ceIEx40bx6ioKFpaWlKpzLKJaNOmjWzw+K3QDZZ10a1bN5YpU0YWfP8T+K8IaiScO3eOq1ev5qpVq3LttsmO9PR0rl+/Pseg5kvx6dMnqlQqvQv9WxnikgBabkhPTxd1fV1k5/Vs2LCBs2fPZsGCBVmuXDmeOHGCr169kpUBdF8058+f1xutFi1a1OADZe/evQwODtbbrjVr1ohurHXr1jE9PV02j6urK48cOSL77datW7Ndu3aivfj+/ft0dHSkm5sbx4wZw/Xr13P9+vUcPXo03dzc6OTklO8bau3ataJNtEKFCvz48SOnTp0q/m5lZcVdu3bR1dWV48aNE/yWbt260dTUlK9evRLHU6FQsESJEmzXrh21Wi2nTZsmfKeUSqXgM1SoUIEzZ86kubk5mzdvzoCAANrZ2elxZJydnTl+/Hja29vLArUff/yRCoWCkyZNoqmpKUeOHEkPDw+am5vrpaLzi7///puxsbE0MTGhsbExixUrxrCwMJ46dUoQXpcsWUKFQsEFCxbkuT5TU1NevnxZcEikqWvXrjQyMhKf7e3t2axZM+HxlB8eU16ws7MTgfbvv/8ugpPVq1czICBABBaVKlXi69ev9Zbfv38/g4ODZX5Yui/R7NpCCoVCRuw1MjISWYD379/zzJkzeny8IUOG0NnZmZMmTaJaraaxsTEtLS0JgGXKlJHNW7x4cZqamvKHH37g6dOnmZyczM6dO9PKyoqNGjUyyNnTxaNHjzho0CA2aNCADRo04C+//PL/pCvGELLzZd6+fUtzc3NeunSJaWlpMj2m27dvGxTke/XqFU+cOMETJ07w5cuXgruYF9q3by+yrq6urjQ2NmbVqlVpbW3NuLg42bwzZ86Utatnh5GRET09PTl06FBxTvJqYsiOjx8/cu/evRw6dGieQnk+Pj56jRbbt29nQEAACxQowIiICFpZWVGhUNDFxYVNmzbl/Pnzv3kgnhOyB8txcXEsWLAg1Wo1zc3Nvzj4/lL8VwU12ZFbG6mzs3Oey0u8lN27dzMhIUHGS8kL3t7eem19vXr1EnX6r4GhoKZnz56inTo9PZ1hYWEEQBMTEzECIvXLYUplliJn8+bNZSPDihUrcsaMGSQpujrIrBd5jRo1ZL+9detWFi5cmH/88YeIzv/44w8WKVJEEErfvn3Ls2fPim4vadRuZmbGwMBAWbeSofbiDh06UKnMMvkcM2YMy5QpQ19fX06aNEm8xCVORL169WhnZydUhfMSbrOyshIZnvLly9PDw0OWCTM3N6e9vT179OjBqlWrijq8o6Mj1Wq17Lhm12wBQGNjYzo7O9PIyEiU6Hbs2MFBgwaxYMGCvHHjBgMDA0VaecaMGVSr1bmK10mKxdL5uXnzJmfPnk0rKysWLFiQy5cvz/UlZwhnzpxhYGAgfX19BX9EKp9JhFcya4Smqz+UE4oXL84GDRqwdevW4ru0tDS2atVKFqx8Tx6TBI1GI4TPGjduLF5k9+/fl/FisrfQSnj27BlVKpWMJK/LT3Jzc+PEiRPF5549e8qIvf3796e9vb2Mu5N9Mjc3Z7ly5YTg4Y4dOzht2jS2adOGzZo1k22PVqsVona63CZdvaPvVdr+p5FdzyV7ltjExIRly5ZlRkYGp0+fbrDknB0Sd3HYsGFcs2ZNjtd+RkaGOJ/jx4+nhYUFmzdvzhkzZsi4OufPnxct87ntR3Z9mm89D7kJ5Wk0Gr2Kg+41kP06+H9xDWQPlsuXL087OzsZeTinTrtvxX9VUJM9M5JbG6m9vT2rV6/O1atXG1RBPHbsGN3c3Aw+PPJz0cyfP5+1atWSkcakNHbJkiW/iiFuKKhxdXXlqVOnSGZZLbi4uPC3336jvb09/fz8DI4kckNOcu3m5uZ62Z/cbu7sYnNRUVGyY/HixQtGRUWxVq1a4ruc2osl8rGXlxdVKhWdnJxk3QC6nS5RUVEG1UNzEm67c+cO+/TpI7Y5IiKCmZmZvHjxIo2NjVmoUCEuXryYxsbGIjWu0Wj0BPC8vLy4fv16WlhYMDk5mfb29oIcravnQZItW7Zk586dxeeXL18KTSI/P79cnW1NTEzo4eFBMkuX58yZM9/0khs7dizVajW7devGDx8+8OLFi1Qqs+wejh49KgivZJbgGgD27ds31+DpxIkTtLW1JQBWqVKFVapUoYODAwsUKKAntZ+dx+Tq6povHaicIIlGSin4o0ePMiYmhhERETQxMRHEWgCsUKECIyMjxX1x5MgRwX/JiSSfG7G3Xbt2QqW5ZcuWbNeunUHBQ0lPqG3btuIckhTlVl18K38hu+jglClTZF1T/y+RmJhINzc3Dh48mJs2beKmTZtYrVo1Wltbc+7cucKJWyoT5qfV/2u4i58+fWJ4eDiNjIwYFRXFXr16sVevXoyKiqKRkRErV64s45hlh6GGhbyaGLLjS4Ty6tSpw+LFi8v4lHPnzqW/vz/LlSv3xc0B34KcaBSGyMOk4U67b8W/Pqh59+6dsDnIfhFrtVrxQM6OT58+cfr06QwICKCRkRGDgoJYtWpV1qlTh2FhYYKvUbNmTR4+fNggLyU3FCtWjBYWFjQxMWFAQIDgDUiTISKrofSs7nTo0CG9fTQxMRHllo4dO7Jnz545vuSktLkuUlNTOWLECNl32bs6YmNjeeHCBb19zG/3jampqcHlz58/bzDFfO/ePdFenP3myY9mRU56G5s2bdIrl2VkZLBu3br08vKira0tfXx82KhRIxYoUICtW7dmcHAwraysxIifzOqkMDc359q1a0WGas2aNfT29hbZiZzExsgsaXjpxfj48WMuWbKEW7duFQqnQUFB/PDhA1NSUmTnJjU1lWq1WogmhoWFiZftypUr6eDgkONxyQlOTk7ctm2b7LuSJUuyYcOGVKvVgvD68OHDHDuepO90A5xx48ZRoVCIgN3MzMyg+rWtrS1dXFwYFhb2zXo1ZFZrshQMSx1Ukl6Qq6ur7J7IPsqV7o+ff/5ZjyQfHBzMSZMm0cTEhA0aNBDBgS6xNzo6WnhvRUdHs3bt2vT09KRWq5VlCgMCAsR1kdc5NMRfSExMZJcuXfRKVWlpabIXoiHRQck36mulIe7du5ejKnFe1gCRkZEGS0WrVq1iZGQkSXLKlCl0cXHJc/D1NZCsFDZv3sy1a9eyTZs29Pb2lvGLxo8fb7DL6nshP0J52TtXN27cKBoLJF0s6d0kZe8+f/7MCRMmiA5Uc3NzFi9enBMnTsw1QPsaGKJR/L8kD/9rg5qkpCS2bt2a5ubmwuYge4rOy8srX6JIp06d4tSpU9mrVy927tyZv/zyC01MTEQG5GuQnU+QfTIEQ+nZ7GTN7EGJh4cHd+7cyfT0dLq7u4sOlF27dtHKykqMGpTKLA+r7COInMwIvydsbGwEV0YXhw8f/iJya2ZmJj09PfUUVnWxfft2enp6GvxbSEiILKh5+/atEEK8fPkyZ8yYwdDQULq7u7NLly56ehkSXr58yc6dO+t5n3To0IFr167l7Nmz9dows/tQtWvXjnXq1BGcCpVKRUtLSx44cIBOTk708PDgkCFDqFAouGHDBo4fP57u7u40NzcXZNSVK1fSyMiIfn5+VKvVX1XaNKS/tGTJEi5atIgHDhzQI7xK3Uu6Jbf8jJSnTJlCOzs7tmzZkjNmzOCMGTMYHR1NGxsbjh49mh06dKCJiQnnzZvH69evfzXhm8wSRzt79qxBq4O7d+/yzp07VCgUPHXqlGxk7erqKgZBuhwfyf7C1dWVDg4ODAgIoJubmygV6JZvd+3aRV9fX/E5JSWFcXFxopxx9+5dRkZGisxhXufQEH9B8vLK7s+W/V6uUKGCnm+UJDr4pS3LEnRb/HP7bUMwNTU1yCm8fv06NRoNP3z4IDylvje2b99OBweH796N+qVQKLI8zmbPnm2wWyy3zlXpWbBx40YRQLx//57nzp0Tch/lypVjbGwse/bsKYw8K1asmGdn25dAl0YhBWN5kYe/JxQkacC8+/+TePr0KRISErBgwQK8e/cOTZo0wZw5c5CcnIygoCC9+ZcuXYqNGzeif//+CA0N/aLfioyMRP/+/REVFfW9Nj9PJCUl5Wu+ypUri/8PHz4c06ZNg7OzM1JTU3H9+nWYmJhg4cKF+P3333Hs2DEAWZb3z549g4ODg2xd+/btQ9OmTfH8+XMA0LOTl6BQKGBiYoKrV68iODgYSqUSFy5cyHU7ixYtCgBo3bo1zp49iwULFqB06dIAgBMnTqBjx47IzMxEjRo1cl3P5cuXcfr0aaSkpCA9PR3GxsaYNGkSunbtKpvvr7/+QrVq1RAREYFp06bprcfMzAxXr16Fh4eH2Cfp2EjIzMwU30u3jlKpREZGhpjnzZs3KFGiBC5evIhbt24BAFJSUtCwYUOkpqbi/fv3sLW1xYsXL2BmZoYCBQrg7t278PT0RPHixcV6jxw5Ao1Gg+LFiyM9PR2XL1/Gu3fvkJCQgN9++w27d+8W26NQKFCtWjXMmjULPj4+YluOHTuGY8eOIS0tDUePHsWVK1cAAEFBQejXrx8qVqyY67HND1JTU8Vxs7e3BwC4urpi1qxZqF+/vsFlNm7ciJiYGMTHxyMzMxMrV66Er68vQkNDMXToUABZ17G3tzf+/vtvrF27Fr/++ivmzZuHAQMGYP78+Thw4MBXb/PNmzdx69YtVKpUCbVr18batWthY2Mjm+fdu3eIjo7Gvn37AGRdH3/++Sd8fHxgaWmJ5ORk+Pj4oESJEvjzzz+RmpqKI0eOoGbNmnB2dsa9e/dgb2+Pp0+finX++OOPeP/+PRITEwEA1atXR1hYGObMmYMrV64gMDAQarUaL168wJQpU9ClSxccP34cR48ehb+/P+rWrau3L48fP8bMmTNx9epVAMC6detw4cIFFClSRDZfcnIyIiIi8OrVKwCARqPBuXPnULBgQdl8ly9fRqlSpZCamvrFxzWn58i9e/cQFBSE9+/f57hsQEAAGjRogHHjxonvMjIyEB4eLp5Ta9asQdeuXREXFwcvLy+0b99ebz0zZsxAp06dYGpqihkzZuS6vT169AAA+Pv7o3r16hg6dCgcHR3zvb/fGzt37sT+/ftx4MABnDt3DgEBAQgPD0flypVRuXJlVKtWDQEBARgxYgScnZ3Fs0iClZUVAODFixdo164dtm/fjszMTAAQzwkA4nmVnJyMevXqoV27dhg+fPh32Yfu3btj8eLF8Pf3x8WLF1GlShVYWFhgw4YNsLS0RHR0NICsZ9ODBw+wbdu27/IcEviuIdL/IgzZHJD6vkhSG2lISAjd3d0FGU1qI9WdcsO6desYFBTERYsWfTEvJTecOnWK/fr1Y9OmTb/YgTgn/PHHH4yLixMljY0bN7Jnz54cNGgQzc3NaWFhQaVSKf4vpf6lkaYu2z6vbBH+h1ORkZGR62hdd/Tz+vVr1qtXTy99Gh0dzQoVKuSqL+Pr6ytaEzdu3Mhly5aJNuby5ctz+vTpnDZtGjt37kxLS0v6+/vnKH7l4uLC1atXk8wSIwsKCuKWLVtEmWzmzJm0tbUVnxUKBdevX69Xo3769Klea33lypXZsWNHZmRkiFG+pIeydu1a/vjjj7SxsWGxYsU4ffp0vnz5kjY2Nnop27Fjx9LGxoYnT57klStXqFAoRKdHTliyZAmNjIzYpEkTkRlq0qQJjY2NuWzZsjyvn+zXZKFChVi3bl3ZNfnu3TsePnxYkP4qVarEIkWKsFGjRjJdFZKcN2+eEEQLCQkRo8hChQrJ7jtLS0vu2bNHlCBv3rxJMzMz3rhxI1cfodzw4sULRkZGimvw1q1bVCgUeoKI5H9Iwdu3b+fGjRsZFBTEjh07cuPGjTKSvEqlYlhYmFju8uXLnDZtmuhA08XcuXNlnZcSedLe3l6vG6tgwYJftG+6NgtFihSRPcskmwVdU0pDTuQkOXHiRL0M6alTp3JtgJDKiEqlUmZX07t3b/bo0YNlypRh+fLlc93+jRs3Uq1Ws2jRooLj4+joKJ4pGo2G8fHx7N27N1euXMmyZcsaXI+Xl5fIcuRXgdfS0vKrLVT+KRgSylMoFAYNmBMTExkcHEwTExOamJhQq9XS39+fp06dokKh4JAhQ7hkyRIGBgbK7CtIcvXq1fki+OcXus9nf39/qlQqOjg4CN+7f7rT7l8T1BiyOSD1g5p27doxJCSExsbGtLW1ZVhYGDt27JjvEpCEnF7U+U1XpqenCy0KSU/E3NxcdMWo1WrWqVOHAQEB1Gq1bNu2LTMyMjhu3DiWL1+epUqV4oABA/QEtXLb3uzdETlxH3IzizRE5hs8eDDd3d05d+5c9u3bl1qtlqNHj/5iotyNGzfEOnUFEXODl5eXHnHu1atXQr1T2k8bGxt27tw515d///79qVar6ebmRgsLC3bu3FmUKFJSUhgZGckmTZrI2rQXL17MjRs3smzZslyxYgXXrVtHHx8fWlhYyAJSqUU0JiaGWq1WlD2PHz/OwMBAklltnMuXL2fVqlVpZmZGY2Njzpo1S4+jMHHiRFpbW3PdunV611p2GfjExEThLJ39OE2ePDnPF+eKFStobGwsSmF16tQhAFpaWooSSVJSkpBgB8CdO3dSo9HQzc2NhQsXplKp5Lx588Q6PTw8GB8fLwsG3d3dZaKBZFb3WZ8+feju7k4ySx/E0dGRp0+fpoWFRa7bnRNatWrFGjVq8MGDB9RoNNy6dSsViiwjTsn8Njk5mZs2baKTk5OsPVv3PtElyQPgb7/9pvdbO3bskJlKZif+9+rViyqVimZmZuzatWuu3VgSJNPMo0ePyqZ79+6J9SoUCtFoID3LJJsFXT5I9+7d6ebmpudEDkBPcE7ytsoJ0ktMoVAIbzFpql69Ojt16pQvuYrbt29zwIAB4r6xtrYWQbFuye/KlSu0trbOc335Rbt27b6JgP5PQlcoT6VSUaGQa0FNnjyZZmZm7N+/v3g2mZub08TEhFOmTCEAca9t3LhRFoCTeft6fStu377NiIgIOjo65qvb8lvxrwlqstsc/Prrr3z+/DmNjIx44MABmft2t27dDDpbfwm+hdlOyrUoJD0RKbCRfEhu3brFzMxMduzYkUOHDmV8fDyVSiWrV6/O+vXr09TUlO3atTO4/pw8TnLCgQMH8kUYyw+Zb/HixQwICGC7du1knSDfG2/fvqWxsbFBh97r169TrVbz2bNnfPbsmUHyYnZkZmZy8eLFXLp0KZ88ecLg4GC6u7szKiqKTk5OdHBw4OXLl/WCWN0XnlqtppWVFatUqSLrrJIIpG3btqW/v7/Y5itXrhgU8rp79y49PDxob29PDw8PmS4KmdV2KnF2dKErA29tbS0CZbVarTf6vnHjRp4PsyJFiogXtnRNKhQKtmzZkkOHDiWZ1eYfFxfHlStX0szMjNbW1oLXQ2Z1RenqehiyFZGyN3Xr1hVaRZJlhBQQTZo0iY0aNWLDhg0ZFRWV63bnBF3/Jilg0Q1adM+nSqXitGnTaGFhwcuXL/PQoUMsWrQo69SpIyPJt2jRwmBw4ObmJjOVzJ5ljIyMpFarZdOmTXn79m1aWVmJQcTp06dlHXTXr19nhQoVZBnR7IOR7PuS1+BKIp7r+kaZmJjIsroSHj16lK/nWtu2bfM0Sf0S5GQke+nSJYNNBF+L9+/fs1atWmzTpo2QgzBkFPml+Pz5M3fv3s05c+bw3bt3JLOOZfb7WRe5CeWFh4fTxcVFViFwcXHhqFGjZBUCS0tLTpw4kV5eXlQqlSJgM8RJysuB/UvRrl07sa+6mDRpEhUKhV4W8Ws1p3LCvyaokSDZHEj+QNKoqlGjRnplqT179sg6ZU6cOMGePXty7ty5//h2+vj4iDSgpCdiZmbGoUOHsnnz5rS1tRUdQZcvX6aTkxP9/Pw4Z84csY7du3dTrVYbFC/KjwVAXt1UhoiweZH5yP/cOFZWVt81qGncuLGeS7L08JbanKVs1MiRI/UE/sish0z2tuGckJqaypkzZ/KHH37gzz//zKpVq+aooSFB6vLInkGrVq2aKPV06NCBpUuX5siRI1m+fHmWLl2aZFYXTf369Tlw4EDevHmT9erVo7m5OV1dXQ0+BMeNGydzus4JHh4eDAwM1Av+Zs+eTT8/v1yXNTMzE6RchUIhSpKSmJeNjQ0VCoUQ1ercuTOVSqVMg+nGjRuyzEpcXJxQ9dVFduf4mjVrUqvV0tfXVwSHvr6+dHBwyLdCa3ZYWFiI69fMzIxJSUlUKBRMTEykVqsVgxIbGxshaGZlZSXUWiW7Cl3kFBxkVyQ2BKkbS6lUslq1auL7MWPGyAK38uXLs1KlSsI0U6VS0dnZWXTHSPYv2af8QPKNOnv2LAcPHvxd1V7fvn3L9evX88qVK/ma//Xr19y5c6cwn/T09GSnTp2YmJgoC2pGjBiRo6efLtLT0zl//nw2b96cVapUYUREhGySMH/+fBoZGdHCwkLPPDInq4G8cPfuXRYsWJBmZmYyCYAePXrIJBt0ERUVJe4tV1dXtmzZUiaUZ6hCIAW2us+hUqVKccGCBTQxMaGLiws9PDz48OFD9u/fXwiVSmjQoIGsLPmtMEQWv3v3LitUqEAAHDx48BdVRb4U/7qgRhdXr16lQqGgmZmZaD+VYGRkxBIlSnDx4sUkKQTdypUrR3t7e702Zgl//PGHQZXOLxU0MzMzEy2OkhaFq6srt23bRisrKxYpUkQYrB09epRWVlZUq9V6fiC6Ldtfgj179uToa5VbR5XUSZYdAwYMEC6+p06doouLC1u3bq1XUvgWGHJJXrZsGZXKLFPR+Ph4KhQKoTGxbt06BgcHy46Z5Kz+pWjRooVBFd3sNeqMjAwaGxvrBX6nTp0S5pDPnj1jjRo1qFQqhQjjrVu3aGJiwnLlylGj0VClUrFRo0bcunXrNytuzpo1i8bGxtRqtVy8eDEXL14surN0g2RDcHV1FcG1m5sbO3fuTIVCwV69etHU1JQJCQlUKLI8qqQsQ05u9hLGjBlDe3v7fI2KHz16xIEDB7JWrVps2LAhR4wY8U2GgDVr1hS6QBIvJiMjg40bN2bDhg3FfNbW1iIg9/b2FgHhzZs3qdFohPVBv379hEO0rqmkrr9UXsitG0uCmZmZ7POTJ0+EFL+joyP79u0rSpqGStuGDGINwcLC4ps6ywwNPIyNjWlkZJSrvhKZJakglTEl80kp06jRaGhmZsaJEyeyQ4cOVKvV3LVrV57b07VrV5qbm7NJkybs2bOn0JyRJgmOjo4cPXo0MzIyOGLECNn0tahfvz5btmzJtLQ02T2xf//+HAcTzZo149y5c3Ms1RmqCgQEBLBfv36yTNqSJUsYExPD4OBgrl69WgQ/xsbGHD9+PM+fP88VK1awdOnStLCwMGhn86V4+/Yt37x5Q4VCwZs3b4oBsVR5KFmypKwc+0/hXx3UkFllqfbt21Oj0dDa2lpWltIdgU2fPl0Q2Xbu3CmLzjMyMhgfH08XFxe9FPXXtgAa0qJo3rw5W7VqRQcHB8bHx9PBwYEdOnQQCrhKpVLPKl6XsJhfDB8+XEhuh4WFsUKFCrIpN7EmQ2S+kJAQmpiYCPfoWbNmsXfv3hw5ciStra3ZsGFDjhkz5ptTuqampiJA0XVJ3rJlC1UqFUuUKEEAbNiwoRhlG3rBZq9J5wdOTk4iw6OrohsfH083Nze2b99etGJbW1uzdu3aea7TyspKkBPLli1LIyMjFi1alD169MhT0TopKUnWiivh8+fPBgmdkydPpkqloq2treCSbdiwIc9tbN68uTARla7J2rVr08PDQxCFs1+XlpaWsmsye1AjjYA9PDxk//fw8KCnp2eumcJvxcWLF1mgQAFGRUVRrVazUaNGLFSoEB0dHbl9+3YZKXjgwIHcuHEjvb296ebmxsOHD7N169YsWLBgjtYHuSG715WhqWjRovT29ubly5cFf+bevXssWrQo16xZY1Dr5dChQ4yLi6OlpSXLlCnD2rVr65W227dvTzs7uxzlA6TJ3d2dFSpUyLGsnRcMDTzev3/PWbNm6WW4ssPf3589e/bUCwgPHjzIqlWr0sHBgRqNhmFhYbnKNujCzs4uX+fGxsZG3Iu6ZeOvPQ4kaWtrK94vus+hO3fufFVb+qdPn+jj46MnQ7JmzRqqVCrWqFGD8fHxjI+PZ40aNcTAjswKpHx8fPTKlIUKFdLjTX4tDDWR6JZHVSoVR40a9V1+K9ftIP89Ld254f3791i1ahUWLlyIkydPIiMjA0ZGRjhz5gyCg4NRr149hIWFYcCAAbh//z4CAwPx4cMHAEB8fDwSExMRHx+Pjh07irbOVatWYdq0aaLd8Evw888/w8rKCoMGDcKqVavQsmVLuLu74+HDh+jTpw/GjBmDCRMmiFbOwYMHw87ODjVr1oSJiYlYz+bNmxEZGQlzc3Px3bp168T/MzIykJCQgL179+Kvv/5CZmYmjhw5Al9fXzg5OYl21S/BnTt3MG/ePFy7dg0AEBgYiM6dO8PLywsA4OPjg1OnTqFUqVI5rkOhUOD27dsAgPv378Pd3V2vPZEkHjx4IFqsAwICMGrUKNSuXRve3t5YuXIlIiMjkZycjCpVquDFixdQKpV4+vQpChQoAACy1lsAePbsGVxcXGQt2PmBlZUVLly4AC8vL3h6emL58uXYs2cP4uPjQRL16tUT2//kyRPcvHkTBw4cQHBwcK7rPHPmDPz9/aFQKGBjY4PKlSvjw4cP2L17t8F2aOncqlQqPHnyROynhKVLl6J169bYsGED9uzZgyJFiiAjIwO//fYb3N3dsX379i/a71evXuHjx49wcXHBp0+fMGHCBJw8eVJck58+fYKTkxPs7e1hY2MDCwsLXLhwAQULFoRarQYApKen49KlS3rHXHcflEql3vkH/tNCv3jxYtGaKqF169ZftC8S3r59i99++w3JyclISUmBt7c3Dhw4gCtXrkChUIBZgz3RAuvh4YH09HQ8evQIdnZ2aN68OX7//Xdcv34d7u7uCAgIwOvXrw22pWZmZuK3335DZmYmxo8fjyVLlsDPzw/h4eEAgMWLF+P9+/fo2bMnjIyMMHv2bLx+/RokZVICutv0/PlzGBsby37HysoKz549Q/PmzbF//36sWLECzZo1g6WlJc6fPw9fX1/MmDEDx48fx8qVK/XkAyTcuXMHV69ehbu7O+Lj42XPFQCoV69ersdWo9GI49K6dWu4uLhg3LhxuH//PoKCgpCSkpLjsubm5rh48aK4V9PT0zFmzBjExcXBzc0t19/NCS4uLjhw4AACAgJyna93795wcHDAoEGDvup3DMHGxgZHjhxBUFCQ7Dl0+PBhNGzYEM+ePTO4XHp6OqZOnYoVK1bg+vXrALKefS1atMDUqVOxZ88eFCpUSLbMmTNnMHXqVCHZUKhQIfTt2xfFixeXzXf+/HnZOosVK/bd9jcpKQkkERkZibVr18LW1hZ9+/bFgAED4ObmBk9PT7i4uHy338sJ/zVBjS6uXbuGBQsWYNq0acjMzESZMmVw9uxZHD9+HCEhITh+/DgaNWqEhw8fAgD8/Pwwd+5cVKlSRXZxXr16FeXKlcPr16+/eZvWrVuHlStXwtbWFt26dTP4MmzXrl2+1rVo0SLx/27duiEhIQG1a9cWugZz5sxBs2bNYG1tjalTpwIADh48mOs6K1WqlO99yR5Y5IWcXtAvX75EgQIFxMtw1qxZ6NmzJ8zNzeHu7o5Dhw5BqVRizpw52Lx5M7Zu3Qpra2vcuHFD6GS4urp+l6AmNDQUo0aNQo0aNVCvXj1YW1tj586dCA0NxZUrV4QeDZD1MEtNTUV6ero4HrqQXn7nzp2DqakpbGxscPXqVcTExMDKygpPnz7FoUOH0LhxY73tkM5tTnogSqVSvPykW1ulUsHT0xN9+vRBTEzMVz9Y2rVrB7Vajblz5wIA/v77bxQuXBgvX76EpaUlnj9/jubNm8Pf39/g8sOGDZN9TkpKQlhYGIyMjAxqMB09ehSjRo3Chw8fYGVlJQt6FAqF0Fv5VtStWxcqlQrz58+Ht7c3Tp48iZcvX6Jv376YNGkSoqKi8Oeff0Kr1cLGxgYNGzbE1atXceLECVhaWiImJgbbt29H8+bNxTrfvXuHw4cP4/nz52K7paBMV9fIyckJ9evXx+fPn1G1alUMGzYM9vb2ePHiBTIzM7F27VooFArxcjIU+ANAXFwc/vjjDwQGBiI5ORnXrl2Dl5cXnJ2dsXXrVpQoUQK3b99G8eLF0bJlS6xYsQKenp5o164dWrZsCVtbW7FtOUGhUOR53+Rn4JETGjRogGbNmqFJkybiOwsLC/z5559iwPSlmDx5Mm7fvo3ffvvNYNAsoUePHli8eDFCQkJQtGhRvaBxypQpePfuHfbt24fAwEC9oMIQmjZtCq1Wi3nz5sHS0hIXLlyAg4MD6tevDw8PD9lzWsKHDx9QrVo1HDt2DFWrVhW/c+XKFezZswfu7u6oWLEiFi1aBCMjI4O/e+PGDVy4cAElSpSAt7c3xo4di61btyItLQ3R0dEYNGhQrsfiW3Hv3j24u7vnei39kzB8VP7lCAwMxIQJE1CjRg3Ur18fR48eRbt27RASEgIA2LRpkxCBA4BHjx7Bz88Px48fl60nMzMTnz9/NvgbqampuHPnDgoXLpzn9uzfvx+tWrUSmaGFCxdi4cKFaNmypWw+QzdBXli5ciVWr16NWrVqie/UajUsLCwwZMgQ8Z00ctSFrsjc+fPn8/V7kqDel0B6CWdHSkoKTE1Nxecff/wRpUuXRunSpXH58mXY2dnJ5rexsQFJ+Pv7i3VaWFggJSVFiAbmJB6YF3r27IknT54AyHo5R0VF4cWLF9i9ezcWL14sm1dX2G/58uV665KEILVaLTZu3IinT59i+PDh4qXfvXt32NjYGDzfDRo0AJB1btq2bSvL2mVkZMDT0xOBgYHYsWOHENxLSkrC/v378dNPP6FHjx7w8/NDREQEIiIiEB4eric2ltMxOnToECZOnCj+/vvvvyMjIwOPHz+GVqvFgAEDcPLkSSxdujTXYwkADx8+xKVLl7B9+3Z8/PgRJ0+eROHChWFpaYkpU6YAADp27IiOHTtizJgxMDMzy3Od+cXHjx9x4cIFkblMSkrCqFGjcPToUSiVSiiVSty9exdDhw5Fjx49YGpqig8fPsDb2xsAcPz4cUycOBGWlpYAsl6cO3fulJ2vsLAwFCxYEAkJCWIwUaFCBSxbtgyenp5ivrdv3yI2NhZ169ZFeno6GjZsiF9//RWbN29GvXr1xEh6//79sn14+fIldu7cie3btyMlJQVWVlY4cuQIgoODERgYiGfPnsHLywu+vr7YtWsXSpQogVOnTsHExAQzZ87ElClTsG7dOixcuBADBw5E7dq10b59e2RkZHzTC69Xr16IjY2FhYUFPDw8xHPl4MGDemKA2VG7dm3069cPly9fRpEiRWBsbIzChQtj2rRpiIyMzDNLZAiHDx/G/v37sX37dhQuXFgvWJEynxcvXhSB459//gkAuHTpErRaLdzd3fHhwweUKlUKd+/eBUmsXLkSDRs2zPW3J0+ejBo1aiAoKAgfP35EixYtcOPGDdjb22PFihUGlxk3bhwePHiAc+fO6T1Lk5OTUa5cOaxevRq7d+9GSEgIzM3NZe+gZs2aoW3btiLzOX36dAwaNAhKpRI2NjYYOnQoHj58iF9//TXHoOhb4enpiTdv3uDkyZPiHtPF12ZY84v/ykyNLjIyMvDu3TuZmujdu3eF0isAlCxZEr1798aIESNw584dTJs2De3atcPkyZOxe/duHDp0SCx7+fJlLF26FIsWLcL48eNzPIEvX74UL+XQ0FC8e/cOkZGRqFu3LrZu3Yr169fj8ePH37x/htKvPXv2xOLFi1G0aFExKklLSxN/HzNmDD5//oxz585hyJAhOHnypBj56z7wpEtH97uMjAwolUokJiZCq9Xmum2SIuz06dPRsWNH2YsrIyMDJ06cgEqlwpEjR2TL5aasHBERobeNhj5/SaaGJDIzM6FSqcR3qamp+PHHH+Hs7IyxY8fme11AVnp55syZGD16NLRaLUaOHIlmzZqJv3/8+BFGRkYGHzpSti4xMRFNmjSBRqMRf1Or1fDy8kLHjh2Fsq8uPn78iGPHjgnF0lOnTuHz588ioyQhr1KQbomme/fuQrX18uXLCA8Px19//aW3vkKFCuHSpUsAgL1796JatWogCSMjIwQHB+P8+fOwtLREqVKlREk0eznie2DHjh1o3bq1LGMgXcdKpRJeXl6YP38+mjRpgtTUVKSlpSE4OBg1atTA+PHjcejQIYSHh+Phw4dwdnYGAGzZsgU9evQQ5dR79+4hICAAM2fORIcOHcTvODk5Ydy4cWjbtq34LiAgAFWrVsWaNWsAZA1CBgwYgK5du+Knn37KMbNhbGwMV1dXtGnTBvXq1ZO9rKdNmwYLCwt06NABV65cQcuWLeHl5YX79++jd+/eMsVeaXsTEhKwePFiUSq0sLDAx48fZYOK/OL06dN48OABqlWrBgsLCwAQWdSwsLAclzM0std9PS1fvvyLy2F5ZbdzGyg6OTlh586dCAkJwfLlyzFs2DAkJycjMTER8+bNw7lz53JdN5B1r69cuRIXLlxASkoKSpQogdjYWNl9q4vAwECMGTMmx4ApIiICZ86cQUpKirj/ExIS9FTOdTO1Q4YMgbe3N5KSkrBlyxa8fPkS5ubmCAsLE4Ob0NDQ75ZZ2bx5M2JjY0Ww/U9lWHPCf31Qkx9s3LgRbdq0Qf/+/TF8+HBYW1uLh02xYsXg6uqK169f4+rVq0hJSUFMTAwGDRpkcGRy8eJF1K1bFw8ePIC/vz9WrlyJEiVKQKPRwMjICO/fv8eyZcsQGxuLZ8+e6WUjvhSG0q8RERE5zq9QKGQ8m6SkJHTt2hVbt24FkFUy+emnn9CvXz+UK1cOQJbc9eTJkzFhwgRER0fn6+ZQKBSipJWUlIRy5coJDgbwnxf0Tz/9JMoZhvhButi3b99XWUlISE9Px/Dhw8WLa8SIEZg4cSKGDx+Oz58/Cy6FtJ2GgkNdTJkyBSSxf/9+fPjwAeXLl8e2bdswdOhQfPjwAZ8+fcKlS5f0MiWSzcKyZcvw8uVL1KlTR/xt8eLFGDp0KJ4+fYrmzZtjzpw5smxNnz59DO6vQqEQ25eZmYkTJ07gxIkTcHFxES9jCTkdw3r16mHGjBmiFNCwYUNMnz4dsbGxAIDbt28jODhYT14/ISEB1tbWQh69dOnS8Pb2Rq1atdCtWzckJyeje/fuePz4MTp16oQuXboAMFyO+FYYksOvWLEi+vbti+joaLRo0QKvX7/Gzz//jPj4eJw5cwZpaWn4+PEjrKyskJaWhtjYWCxYsECs093dHa6urjh+/DjevHmDwMBAvH79GgqFAtOmTRP7M27cOIwYMQIdO3YUmeD58+cjKSkJpqamCAgIwLlz53DgwAG0b98eWq0We/fuFeftzZs3WLJkCe7cuYMFCxaI+zn7C02CFLznZbPw4MEDLFq0CAkJCUhLS0NcXBwWLlyIZ8+e4fr16/Dx8cGQIUNytCUwhE+fPuHOnTvw9fX9pozAt5bD8otFixahWbNmsmDjW/hBXwtTU1PcuHED7u7uBv8uvTd27txpsHRbs2ZNzJ8/H66ursjMzETVqlWRnJws6Ax3795FwYIFMWvWLBw4cABJSUl4+PAhLC0t8ebNm++yDwEBAahVq9Z3z7DmG/8gCfn/JIoXL85Xr16RzLsbQRfZGfhFixZl586dZSaXa9asybPdNCoqinXq1OHhw4fZuXNn4Qz85MkTZmRk8Mcff2SZMmX0una+FtHR0dRqtfT29madOnUYHR3NihUrsnbt2vmyXrhy5YpM5Co0NNRgN8HWrVtZokQJknL14vwgv4JdObVn/vDDD0IALi4ujpMmTfqqtt/BgwfT0dGRffr0YVBQEH/44Qe6u7tz6dKlgr1fvHhxzp8/nzdu3NATUwsLC6OjoyPNzc3p7OzMt2/fMiwsTHTKSToY8fHxTElJyfE4STYLUVFRHDdunPj+woULNDIyYvv27alSqWhvb89hw4bJlg0PD6eVlRXNzc1ZrFgx+vv7U61WCyVSyVxz3LhxevIAeSEyMpI///wzyaz7IS+zxpwg6TKRWa3Tf/75J2fPnk17e3taWVlx+fLl3LhxI7t160YHBwc2a9aMa9as+WLZBEMwJIe/Y8cOrl27lmSWpk5gYCAVCgXt7e25d+9evn//nuPHj2ehQoWoUqn0dEvMzc1Fu7JkdbB7924GBATQ3d2dL168EF1cixYtYpkyZUR7dfny5TlmzBiuW7dOaBHlJK2A/+kkiYmJYY0aNejk5ERra2thUitNV69ezVMEVFe9WtLx2rp1K4cPH04fHx8uXbqUGo1GPINysyXQxfv37xkXF0eVSiXTZunWrZtwG/+/iAIFCtDS0pJxcXHCXNff35+rVq1iSkoKHRwchNnt+fPnaWdnl6/1Xr9+nXPnzuXIkSPz1Sru4ODA06dP57i+7EJ5nz9/5ogRI4SsR/ZnSk7yCnfv3uXChQvZunVrWllZfVeTUDMzs+/y7vpa/NdlakaMGIF+/frBzMwMI0aMyHXe7MTG7wF7e3vs27cPRYsWFek5AKJc8/DhQ/Tr1w9AVhpZdxT/NTVlQ+nXxYsXIyYmBpaWliL9mt18kiSePHmCcePGIT09HYcPHwaQNXo5e/asHlHuypUrKFGiBD58+JAj8fdbYW9vj8WLF8v4QQcPHkTdunWh1WpRqlQpfPjwQZSrtmzZIiM4v337FqNGjcJPP/1k0LTO19cX06dPR506dXDz5k0EBgZi+fLlaNq0KR49eoRx48Zh2bJlcHBwwI0bN+Di4oLKlSsjIiICHTp0QIcOHXDw4EG0adMGmzdvhlKpxN9//w21Wo1Lly7BwcEBQUFBwmgzOjpar0yXkZGBvXv3Yvfu3Xj37h02b94sush++eUXJCUl4fDhwyhcuDBatGiBZcuW4fLly2L5adOm4dChQ1i0aBEcHR1RoEAB1KhRAxcvXkStWrXQt29ftGjRAh8+fMDOnTvzddwPHTqEuXPn4ty5c7h9+zZcXFzw8OFDVKtWDVu2bBHzZTdrBIDnz5/rkZmdnJywf/9+pKeno2nTphg3bpzI4lCnXKj7aMpeDvvaUXpcXBzCwsLyzDi8evUKNjY24ndfvHiBlStXCuNJ3d/WNUJt0qQJChcuLJ4tNNDFZGjbdTMb2cutQBbPytXVFT/99BOqVKkCICuz2KFDB9y+fVtG9LeyskJMTAxatmyJKlWq6GU7fvzxR6xcuRLu7u6Ii4tDbGysKFd+a1NEz549ceTIEUybNg1RUVG4cOECfHx8sHHjRgwfPlyvZPM15pN5oUSJEti7dy9sbGxQvHjxXDlCZ8+eBZB1LDdv3oyEhARs374dPj4+KFiwILZu3QoLCwt4enri7NmzUCqV+PXXX7Fu3To9nlN2/P777+jSpQvs7e3h5OSkV4aRflsXTZs2RXp6OtauXWtwnQ0bNsSTJ0/g5uaG+/fv49OnT0hOTkbBggVhYmKC5ORkPH36VNxzVlZWSE5OhkqlwoEDB7Bt2zasWrUKFhYWKF++PCpWrIjKlSujTJkyskz5t+CfyLB+Ef7Xwqn/j+Lvv//+Jg0NQ5G0IYXIr9G+yS9KlizJPXv26G2XIfPJcuXKyUS/ihcvzlatWsk8ZNLS0tiqVSuR3frSTA2ZPyNPZ2dnPYPH4OBgduzYUShF9+3blx06dGCnTp0MKgp37tyZ/fv3N7gNujo40mfdfb99+zYtLS1JZo3A2rRpQyMjIyoUCu7YsYPOzs48cOAAMzMz+fDhQ3EMzczM2KtXL/bp00eIi+U0qdVqBgQEcPPmzTQxMZFtT1hYmNB52LRpE0uVKqU3wnJxcRH2H2XKlKFarWaRIkXYokUL2tjY8MWLFzxz5ky+R5pr1qyhRqNhhw4daGJiwp07d3LatGls27atnlVBdrNGMku3JLuBXv369dmoUSOampqyb9++9PPz46hRo1iiRAlWqVIlX9v1tTAkh9+yZUtOmDBBTzvp/fv3XLp0KWvWrEm1Wk1fX18OHjxYTx23SJEinD59Ou/fvy+sDg4cOMC5c+fSxsbGoO7Thw8fmJCQwGnTprFRo0Z5ZjayX4sSLl26pHcNrFu3jo0aNaJGo6GTkxN79uzJU6dOib8rFAp6enoyOjpa715TKpWsUaMGY2JivsqWwMPDg8eOHSMpzxLcuHFD3Du6yM180tPTk3Z2dtRoNDQ2NmZwcDDr1q3LxMTEXG1Phg8fLrRuDHn65aVk+/TpU06aNIlFihShkZERS5UqxRUrVghxxC1btvDw4cP5Oha6mdb84NKlS7SwsGCZMmW4atUqJicny4Ty1Go1zczM2K1bN6rVanbu3Jn29vbUaDQcNGgQFQoFra2tRSZQ99libGxMU1NTKhQKgxpX3wvz58+nh4cHhw0b9t0yrF+C/39QQ8pErnQnCbdv32atWrVoZmaWq9pufqBQKGRCZdnF83JTvE1KSpJN+UV2/5Ht27ezcOHCXL16NR8/fsy3b9/y4sWLYrp79y7v37/PDx8+6K3rxIkTLFCgAB0cHFilShVWqVKFDg4OLFCggBCna9u2rUHvj5xgyDRR18hTwqRJk/jjjz/KHmimpqZC4IokCxcuzEOHDvHq1at6DskkeeTIEQYFBRncDkdHR6GeS2ZJ0z98+JBk1gtu/vz5VKvVLFeuHE1NTYU3lHQdqFQqPn78mO3atWOfPn2o0Wjo6uoqHtLu7u4EID4bGRnR3d1dr5whpay1Wi3btWvHESNGcMiQITQ2NhbBqLW1tcwGRHqIAZBZEvz999/cvn07mzVrRqVSSWNjY6Hyunr16jyDz2LFignvMN2X1NmzZ2XeRBLu3bsnK0lJHlUtW7ZkamoqHz58yHLlytHGxobr1q1jSkoKO3fuzCJFirBBgwb58hf6FhiSw5fuZXNzc27dupXp6els2rQpzc3N6eDgwK5du+YqUJaX1UHv3r3ZrVs38X1aWpow1ZWsFWbPnk1zc3NxfJcuXUoXFxchcGlhYSGE1HSR3TRTF+/evePChQtZrVo1qlQq+vv7c8SIEWzTpo1MYE53srOzY8WKFdm2bduvsiXQLVnpLn/+/HlaWVnlubyEzMxM1q5dmwqFgsWKFWOzZs3YtGlTFi1alAqFgvXr18/3ur4Ghw8fpqWlJY2Njenl5UWtVksvLy/u378/3+sw5HGWHxw7doxBQUEGhfI8PDyE0rx0fGfPnk0LCwsWK1aMP/zwA3v27CmbtFotzczMxHEcPnx4vrzwvha5Ddq+5+A8J/xXBzXXrl2TmcTlFKyUL1+e5cqV48qVK7l///4c1XbzA4VCwVq1aomRkZGREatXry4+16pVK8cT/zV+JIb8R3Tr818TpKWkpHDu3LnCFXjevHlMSUn5ouOgC0OmibpGnhKy84NiYmJoa2vLMmXKiIyOZD+xfv16lilTRu+37t27Z9BAkiQjIiKYkJBg8G+SzUCBAgW4ceNGvnr1Sub4LGXcnj17xh07djAoKChPuwBDkIwdHR0daWdnRzMzM/r5+dHBwYEqlUpkyBISEtipUyd6eXkJV/WEhASWLVuWDg4OXLduHR88eMAHDx4I5/CWLVvy3bt37N+/PwsUKECtVkuVSpXr9mg0GiGbr7s/kq1DdkgPX114eXkRAP38/Ghra8uaNWvyyZMn4u8ZGRlcsGABa9euzcKFC8tG5H///Te3bt3K2bNnfxeTQV05fAmfP3/m5s2b2aJFCxHI+Pv7c+LEiSIDmBcMWR3s2bOH/fv3p7W1NatWrcopU6bwzZs3XLhwIW1sbIRpaa1atVirVi1xfE+dOkVra2sqFArxXLCwsKBSqeTYsWNzNc3MCZcuXWKxYsXyvP42bNhArVbLcePGfZUtQcWKFTljxgyS8gFbt27dWKNGjTyXl7Bw4UJaWloKaxFd7N27l5aWlvky6v0SPH36lBMnTmRQUBBNTU2p0WiEEWRKSgr79+9PDw+PfK8vJ4+z/OLcuXNctWoVV61aJTKgGo1GBP4ODg48f/58vjL8V65c4ezZs9mkSRM6OjpSq9Wydu3anDhxIk+ePPnNViz/l/BfHdRkN4nLyQzO3Nxclg34FuQ0Qso+fS8Y8h85cOAAp06dSldXV06ZMoWenp7cunWrXpD25s0bBgUF8eDBg99tewxB1zTRkJGnBEPHqXLlyjQ3N2epUqV46NAharVadunShV5eXly5ciWTk5PFRGZlu3IqvVy7di1Hy4n69evTwsKCNjY2bN68OefOnUt7e3txnUhBzejRozlkyBCq1WqamppyyJAh4iU8atQovZfKnj17OHDgQGGzYG5uzpIlS7Jdu3Z8/vw5K1asSIVCQUtLS0FmlRAZGclBgwbJvvv777/ZqlUrmbmiWq1mhw4duH//fo4bN47ly5enmZkZFQpFnoaY3t7e3L17t9hHKahJTEzUC17ILLf3kydPyr7bv38/IyIiaGRkRCMjI1ngmNuIHABNTExoZWVFlUpFBwcHkVH5WpNBXTl8Q3j//j0TEhJoZ2dHY2NjPfO//ODt27ecOHEitVotXV1daWRkxGrVqtHNzY12dnasUaMGO3bsSDLrJbV582Y6OzuL41uhQgXWq1dPVq55//49CxUqJBu952Wa+eHDB65atYr169eniYkJPTw8DPq2Zce32BIcOnSIFhYW/OGHH2hqasqePXuyWrVqNDc3z5UAS2ZdC6tXr2aXLl1YoEABBgUFGSxDk+To0aNZvXr1PLdHtxSjO9na2tLFxYWVKlXiwoULWadOHRobG7Nw4cKcOnUqX758ydGjR7NNmzaiVPPs2bM8LVZ0g+4v8TiTsG/fPllpPzu8vb2FBUzJkiWFd9vOnTvz9PXSxeXLlzlz5kw2btyYWq2WWq0238v+X8d/dVCT3SQuJ4SHh4sHuyEYKtP8X0Fe/iN169bN1XRy+vTpjI6OFp8TExNznb4GuqaJhow8c4MhPpLuiCV7Bqp9+/asWbPmV20nSSYnJ3PGjBls2LAhFQoFCxQowBYtWtDCwkKUmlxcXKhUKvU4AtIkQfLgKl26NOvXr8/o6GjxAtQ95m/evDGYMXj58qXsAbhz5042btyYpqam/Pvvv7l06VL26tWL1atXF1wed3d3tmrVigsXLsyXceGYMWMYFBTE48eP09LSkocOHeLSpUvp4OAgRuS54fDhw/Ty8mKJEiV4+fJl/v7777S0tGSTJk346tWrXEfkUolm0aJF4tq9f/8+K1WqpBfg5Re9evXi6NGjc53n+fPntLCwoJ+fn8HMRvZyde3atUU3i2TiKF1/q1atolar5fXr1/n582e2adOGJiYmXLBgAcmszMawYcNoamoqMhumpqaMjY3Vy2xcunSJpqameqaZ2cvLO3bsYKNGjWhlZUVbW1t26tTpi8rV34qbN2+yQ4cODA0NZaFChRgbGysr6+aEHj160MTEhFFRUTQ1NWXdunVzHOjlVP7MjilTptDOzo4tW7bkjBkzOGPGDLZs2ZL29vYcPXq04IqFhYXplRijo6NpaWlJZ2dnkU2X+EY5dY7mdM9nn3IKyhUKBTUaDSMiIhgfH8/Dhw/L+C/t27cXXKDffvuNGo2GVatWpbW1NePi4vL1Lnr69ClXrlzJzp07MyAggAqFwmCp/kuRPWjLafqn8V8d1Eij+7xw8+ZNVq1alQkJCTx9+jSTk5N57tw5/vjjj6IsIAULgwcPFinLfxIHDhxgnTp16OvrS19fX9atW9dgRsXa2loQR3WDmkOHDtHBwYHOzs5cv369XkZDwpUrV+ju7i5bn+5kbm5OhUJBExOTLxop6MKQaaKukWduyO5Yu3z5cqpUKnbs2JGnTp0S3586dYp9+vShSqUSrZlfg8zMTJ45c4aTJk0SmQOVSpWr43NOcHJyEi7xEnJKWWdmZvL58+eCVKm7/0OHDqWnpyetrKzYtGlTrl69mmTWA9LZ2ZktWrTg77//nmuGIrf9HTVqlDjP0gNQcrrOC2q1mgMGDOCnT5/Edzdv3mTZsmXp6urKatWq5djqq9VqRVCm1WqFkd/x48cZGBj4xftCkt27d6dWq2WlSpXYrVs3UULt1q0bo6KiBClYq9WyfPnyskHP9evXDZarpSCa/I+Jo6mpKYcOHcpixYqxbNmy4vreuHEjAYiM4KFDh6jRaGhhYSEyG2q1miYmJnqZDUP8GUPlZY1GQ39/f9aoUUN23L8U39oU8aWwsbERchHGxsYyblZ2PHr0iGq1Os91NmjQwOD9NGfOHDZo0IAkOWPGDINNBf+vsum6kFqt27RpQ09PT5GZrF69OseOHcujR4/KBjIrVqxg165dWatWLbq4uBh8Fz179oyrVq1ily5dWLBgQZHlq1ixIocOHcr9+/fnmO37EnxLMPc98V8d1Ozdu5flypXj/v37ZVoS2W/gY8eO0dvbO8cupa/Rc/gWLFmyhEZGRmzSpImIfps0aUJjY2MuW7ZMNm+TJk1Eqlt68d6+fZt2dnayfdB9SOvixo0beUbx169fZ5UqVbhjx46v2p+XL1/y0aNHJLP4FWPHjmXdunXZp08foSlEUtwUOU0S5syZQxMTEyqVSpF+lm7kWbNm5bgdnz59Yr9+/ejr68vQ0FAxmiazXK6rV68u9GZKlizJVq1aUavVskqVKnqOz/kJIGxtbXnz5s1cU9YjR45kaGgoNRqNOE9arZaVK1dmxYoVaWpqyjp16lClUvHChQtMSUnh4MGDWa5cOUFCNnSMvhRpaWm8dOkST5w4IfRUUlNT89R68vPzM6j7lJGR5Xzv6Oio1zElwd7enhs2bKCjoyP9/f3F9XXlypUceVF5Ibu2UHh4OB0cHASJWiIFd+vWjVZWVixZsiQ7derE3r1709nZma6uroyOjpaVq01MTMS2Se7xBQoU4JIlS2hubs5169ZRrVYzMjKSNjY2ei/jjh070tvbW2Q2AgMD6ejoyNDQUF66dIn3799naGgoTU1N6evrKyvJODs7093dXZSXr127xhkzZnDt2rX08/P74uPzPZsivhReXl4iiMzu/J4d+eGnkVnUgRs3buh9f+PGDarVan748IE3b96ksbHxd8sueHt76w0+vha3bt3iggUL2KpVK3p4eIj7XxcjRozIVVtI6qosX748f/nlF+7Zs4epqanfZfv+L+K/0vtJQtWqVQFA6D5IYDYtibi4OBQvXhwrVqyAo6MjFAoFKleujDFjxiAsLExmPhkSEoKrV69+9Ta9efMGa9aswa1bt9CvXz/Y2tri7NmzcHR0hKurKwBg9OjRmDBhAnr37i2W69GjB6ZMmYKRI0eiRYsW4nvJkE/Xf+Ts2bNQqVTYsWMHoqKiMHToUPj5+WHUqFGYPHmybHsuXLgg5OBzgr+/P8aNG4eWLVsKX6P8QPJdkcz0gCwF0Z9//tng/L169ZJ9/vz5M2bNmoU3b96gf//+4vvOnTsjJCQELVq0QM2aNUESAQEBaNSoUa5uv6NHj8bixYvx008/4c2bN+jTpw9OnDiBuXPnYsWKFUIv5sWLF0JbRnJ8trW1RUpKCho0aICuXbvmecwAoEOHDli+fDkWLlwo+97CwkL4NT1+/BiZmZmwsLCAmZkZihQpguPHj+PIkSPCCNPT0xPGxsZQqVTo0KEDkpKS0KpVK+E59D2gVqvFuU1NTUXdunWxY8cOmJiYyDRXPn78iLJlywq16ePHj+PSpUv48ccfZetTKpUYMGAARo4cmaNqdvHixfHw4UO8fv0adevWxdChQ/HixQssWbIkV/fz3GBIWyQ2NhaxsbGoUaOGsMIYNGgQSpQoAQDC1fjZs2coWbIk3r59K3M39vDwwNu3b/H+/Xvs2LEDK1euRGpqKn766ScoFAqUKlUKCQkJWLJkCTIyMmTWCUCW6erChQuFT9KnT5/Qr18//PbbbwgODhbnsGDBgihZsqTMruPVq1eoVauW0BgxMjLCgAEDsGvXLjx69OiLj0/Lli1BEgsXLhTPuvwgJ2sNXSgUCj1LDl0MHz4cI0aMwMKFC0FSz9tMF7q2LrnB1tYWmzdvlj0rgSwp/4yMDLx//x7v379HRkaGMPfVBUmkpaXBxMQELVq0gKWlJR4/fgwrKythAZEdd+/e/W5Kxz4+PlCpVMKeZMOGDfj06RMA4P3791i1ahV+/fVXTJo0CbGxsfjhhx/EstK7aPv27ahQoYKexcS/Ff914nu6yEtSX5LSNzc3R3JyMvz8/MTfNBqNeKHoilRdvnwZpUuX/ioJ7QsXLqBq1arQarW4e/curl27Bh8fHwwePBj3798XxokmJia4dOmSbHsA4ObNmwgODsbHjx9l36enp2PVqlVITk5GSkoKli9fjk2bNqFSpUpQq9Xw9vZGcnIydu3ahQkTJgihvQ8fPqB06dKIiIjIUxjr/PnzqFSpUp4mb7rQ9V3JyMjAhg0bcOXKFQBA4cKFUa9ePdkD3BCkF1/p0qWFlUNiYiJ69OiByMhIrF+/Pt/b4+/vj6lTpwpbgps3b6JmzZqoUKECFi5ciL/++kvm8E0SO3bswIIFC4R3T044e/YsjI2NhXXGxo0b0adPHzx+/BihoaEICQnRs1mwsbHB4sWLcfToUSGmJb202rdvjxo1aqBdu3YYNGgQjI2NkZycjPLly2Pr1q25euzkB2lpaRg+fDh2794NtVqN/v37Izo6GosWLUKPHj2QmpqKqKgo7Nu3D7/88gvu3r2LpUuXonLlyqhdu7ZMUG3btm148+aNCLY/ffqENWvW4NSpU8jMzMTJkycRGhoqBOakoPb06dO4d+8emjRpgidPnqB169ZC7n/hwoXCgPZb8PnzZ0RFRWHOnDk5uotLCA0NxdSpU1GhQgXZ95J7vGTieO7cOaSnp6N69eo4ePCgeNkbGxujS5cuGDduHFQqFTIyMmQv7WfPnmHOnDl4//496tWrhxIlSgj3d19fX4OS8zY2Njhy5AiCgoLEcyguLg7Vq1fH9OnT8ezZsy86HhYWFjhz5gwCAwO/aLmNGzfm+Ldjx45hxowZyMzM1Hs26eLDhw+IiYnBkSNHYGRkpCcaaEh8NC+TX0kAr1atWsKa4tSpU9i2bRvmzJmD9u3bY/LkyTh58iRWrVolW/bevXuIiorC/fv3kZaWJiwjevbsibS0NMyZM8fgbyqVSjx9+vSrxUfv37+PAwcOCI+2Fy9eoHjx4njw4AGePXuGcuXKYdGiRahWrRpu3LgBkjA1NUXdunWxYcMGtGrVClqtFi9fvsTy5cvRvXt3vd+QTGP/lfhfyxH9fwh16tQRMugSSpQowSVLlpDkV+k5GEKVKlXYr18/vXUeOXKEnp6eYj5fX1/BetfF7NmzZSnnT58+0cfHR3ARJFhaWgqSqKurK+3t7enu7s4BAwZQrVZzw4YNHDduHN3d3eni4sKnT5+KZbMLKW3YsIGzZ89m4cKF9cTY8osbN24wICCAZmZmolRhZmbGwMDAPMs4nz59YocOHQiAAwcOZOPGjWlhYcF58+Z98Xboti9LePjwIQMCAhgbG8tHjx5RqVTy9u3bHDx4MO3t7WlsbMzatWuTzCLuhYSEsHnz5rKyGZnF35KuoVu3btHU1JQFChSgRqOhm5ubXkkkIiKCZcqU4cKFC2XrkaTtzc3NGRoaysDAQKanp9PIyIiXLl2il5eX3vn+GvTv359arZYNGzaks7MzjYyM2LFjRxYpUkS0tZNyywOpFJZdUM3NzU10Wnl5edHS0pJqtZrOzs4EwPDwcMbExLBs2bLUarX/P/a+O6ypdPt6JyQhBUKXJlVAmogFpaggVixgw46iWMeKBR072B17G3vvvQyOXSyjDnbFymAvqKioiArC+v7g5r05KRDa3Pv95q7nOc8DJ6fl5JT97r32WpzySmESB7qidevWrJysKjbXunVriEQiNGrUSCN/KzU1FYcPH0Z2dnah5epTp05xrA6AApG248ePqxF7gQK+Rp8+fdj/nz59gp2dHSwsLODj4wOBQMCxI6lfvz4+fPig8btZW1sD+Hd5ef369RCLxahduzbOnz/P4cupcuZUUVRTRHFw7949tGrVCnp6eujWrVuRGkSRkZEwNzdHv379MHHiRJ2E8nTBuXPn0LFjR/Zs6dixI7NCKAyaOkeBgm6+wkp7PB4PGzZsUHtW6iJC5+TkBGNjYzRv3hwzZ87EhQsXkJubi8jISPj7+2PTpk0IDw+Hu7s7mjdvjvT0dPj4+MDPzw/GxsbQ09ND7dq1ERISwkrwiu8tk8kgl8tRv379kp3I/0/wjwtqbty4wXryVW92bTf/8uXLYWdnx1FIHDNmDGQyGbp161YiPQdNkMvl7AWhfBM9fvyYowmydOlSiEQi9OvXDxs2bMCGDRvQt29f6OvrqwU7NjY2ai+5mjVrMg5Ay5Yt0bp1a9SvX1+NYxMWFqbW4qxJB8HS0hKdOnXSSux78+YNzp49i7Nnz2qsk4eFhaFp06Ycv6aMjAw0bdoUzZo1K/K8zZw5E0ZGRkw1szChtMLg5OSkprQMFJASXVxc4O3tDSJiQmtWVlbYuXMngAJfJpFIhJ9//hn+/v5qRELl33bGjBmsHfXcuXOoWLEiZ9lnz55hyZIlEIvF6N69OyOzxsbGsmUePnyIn376CXw+H+bm5uDz+di5cyc2btyIdu3acV6gJT0XigfvrVu3wOPx0KNHD+Tn5zMtIKCA7HzlyhUABRwYTfyrtWvXcgiuyqqzAoEAbdu2RXR0NNq0aQOBQFDmpExlMUhNwnOenp7w9vbm7CcjIwOhoaHsGlfWd1LloCn+//79O+7du6eTWqurqyunTbpq1aqwsrJCZmYmWrduDVdXV5ibm7PAi4iYvpUyrl27BiKCh4cHBAIB/P391ToANXUBaoOmpghdAyIFXrx4gV69ejFBzVu3bum0nlQq1alxo7yguO9GjRqF2NhYzv2nqXNUGwoTnytKhE7h59WyZUvMmTMHly9fRn5+PiwtLZm46bt378Dj8dhzbt++fTAwMIBUKmXvotq1a4PH43G6BN+/f4+IiAjMnj27rE7ZfyX+cUGNsoS/NmsA1YtO24WpeHiURM9BEywsLJgGgfJNdPToUbUX3549exAUFARTU1OYmpoiKCgI+/btU9umqtYCUEA0Xrt2LQDg8uXL7KWor6+PqVOn4s8//1TLNJQEWVlZ6NGjBzNT5PF4EAgE6NmzJ+elK5VKNbZ8Xr9+nSPNrkpK9fX1haWlJdvumDFjUK9ePVhZWWk03SwKMTEx6NmzJ2fe5cuX0b9/fxgZGUFfXx88Hg/p6ekQCASczM7EiRNZx9OmTZtgamrKtrFv3z4IBAL07dsX379/R8OGDTF//nwABWKAIpGIZQOOHz8OqVTKAigvLy8YGxvDyMhIbYT16tUr8Pl8HD58GJGRkdDX14dQKIRQKISBgQG8vb1RrVo1WFlZoWrVqmpk3ezsbK3GekKhkKkpA2CtxADg5uaGixcvAiiwblB0L3Xq1AlEhEGDBmHjxo3YuHEjBg4cCKlUyulw0lV1NiMjAz/99BM8PDxgZmampjVSVtBECvbw8ICDgwN69erF0XeaNWsWHBwcOOKbhw8fRrNmzZiYZVpaGlq3bg1nZ2d4eXlpzA5JpVLOgMHe3h59+/YFUBCEtWrVCvr6+ggPD0d4eDiICE2aNEF4eDgLMK5evYpp06bB3t4eGzduxMiRI9G/f3/MmDGDY2qpOhUGTU0RugZEmZmZiIuLg0QiQUBAQLH1rSpXrqxz4FQSfP36VWsziPJ9JxAI4OvrCx6PBwMDA9SvX1+tc1SbijNQMpsYZWgSyiMiTJgwgQnlKatPAwXPGOV3kUgkwvLly9W2fevWLZbZ+7+Kf1xQ8/jxYyYRre2m1+XmLw/ExMSgVatWyMnJYankJ0+eoFq1ajqphmqCJq0FVUGrL1++4MqVK3j79m2xtp2fn1+o3HafPn3g7OyMQ4cOsYdIYmIiKlWqhH79+rHlTExMNKaDz507x3l5qaajExISYGtryxn55+fnY8aMGdDX10f//v2L9X0eP36s1sGlp6eHoUOH4t69e3jx4gUTjhMIBJDL5axdPigoiD1EfHx8WIeLcqnJ0NAQjRs3hlAoRGpqKjIyMlC9enXOy9DPzw++vr4YNmwYiAjJycn4/PkzwsPD1Tq3VDtA3r17hyZNmsDS0pJznng8HkaMGKGWws/IyND6olLtPlFWhx01ahTTetm2bRsEAgFcXFwgEokQHh6OwMBAiMViiMVi2NnZITIykuNO7ODggLCwMMTHxxeqOhsWFgZXV1fMmDEDa9eu5Sgna1N+LgqayjghISGoW7cujI2NWflPKBSiZs2aai+0tLQ0NQ+kwYMHo0aNGggLC2MOxd27d0doaChMTU01Zp5MTU3ZtQMU+Jpt2rSJ/a9ozVaVyledpFIpp0uvtPDw8ECbNm1w8eJFPHr0SOdn4syZM2FqagpPT0+Ngytd8Ntvv6FJkyY66Sfpii9fvmDAgAGsw011UsDPz4+plyt+7zZt2sDBwQFLly5l1+nnz58RGhpaaPaQz+eXKqhRxZ07d8Dj8dCyZUsmlKesvP7gwQMkJSVxhAENDAw0WjqcPHkSBgYG/9XaaqXFPy6oAQoEr5QfbPv37y9Vi1tZ6TlkZmYyISU9PT3Y2dlBKBSiXr16HBuC8ePH4+TJkzpdmIXpLERFRemcLlfGqlWr4OXlBZFIBJFIBC8vL6xcuVJtOTMzM603lrm5Ofs/KioKXl5euHjxIguULly4AG9vb3Tv3r3QY+nZs6dGi4arV6/Cy8uL/Z+ens7x89IVCuG6zp074/fff2dBnEAgQEhICJo0aYKEhAROZkMqlTIOlKLUdP36dTg7O4PH47HgQtGmqVArTktLg4GBAdasWQNPT08QEeRyOUxMTCCXy8Hn8zmZCmNjY534JjwVvzEFTpw4wfkdVNcpzM5DOSi+cOEC5syZgwMHDnDWt7W1ZRk15UkhaqcoV2lTnTUwMOAoe5cFtI2iX79+DYFAwNn3gwcP2N+KoObkyZOQSCTMk2nu3LmoWLFisUwcgQI16NGjRwMoUPDl8/msfJudnY0DBw6gUqVKePz4Mc6ePQsej4dFixZxAoyXL1/ix48fzCts8uTJLHBs06YN7OzsYG1tzYKRefPmFRlwSKVSjS3QRUERYIWHh2vMTBUmWKeAsbExU8JWqHeXNjOnyPQpjFnXrFmDyZMno2LFipwgUpkbZmxsjJSUFDx79gzOzs4QCoWstGdmZobKlSsXGrSUNlOjDIVQHhGxjI2enh5EIhEiIyOZNIeicqAwLo2KioKjoyN2797N7FJ27NgBY2NjSCSSctdWCwkJUXt2d+vW7W/h8/wjW7rPnTvH2uKICtoYr1+/Ts7OzlrXuXTpEp06dYrevHlD+fn59PHjRzp16hQ9e/aM8vPz2XJQaQcvDoyMjOjYsWN07tw5unnzJmVlZVH16tVZ67kCFy5coLlz59KPHz/Iz8+PgoODKSQkhIKCgkgikXCW1dQdkJ2dTYMGDaKNGzfSli1bGKtftftEEyZMmEBz586lQYMGsbbdCxcuUGxsLD19+pQSEhI4+7G0tFTbRoUKFSg7O5v9v3DhQurevTsFBASwDqAfP35QeHg4LViwgD59+qT1eObNm0d5eXn06dMnksvl9PnzZ+rfvz+dPXuW6tatSzk5ORQbG0u//vor8Xg8qlOnDh08eJDkcrnG7eXk5NC+ffvowoULlJ6eTqamptS+fXv6/Pkz9evXj759+0YdOnQgIqJx48bRvHnzaNeuXfTrr7+ylvsfP35QvXr1iIjo+PHj1KJFC6patSqdOnWKKleuTBMnTiQioqNHj9KBAweoevXqZGJiQkQFnXa2trb05MkTsra2pvbt21O1atXo6dOnNGXKFI1tp9pgYmLCWkHd3Nw4Lbd5eXmUlZXFaQFVRvfu3Tn/d+3aVet+/P39yd/fn3MO69evT3/88Qd5eXlR+/btqUGDBuTo6MiWSUtLoxkzZrCuu+rVq9OFCxdYdxhRQQvz169fdf6+heHmzZvs7zt37lB6ejr7Py8vjw4fPkwVKlSgI0eOUL169ahu3bq0fv16mjJlChEVtCMnJydT06ZNSU9Pj96/f09EBV0kz58/pzdv3nD2FxoaSvHx8WptzgrJAHNzc5o5cybNnTuXcnNzycTEhMkARERE0Pfv3ykoKIiMjIyoVq1aZGtrSyNHjiQ9PT3q378/256iu8fc3JysrKyIx+NRRkYGvXr1iipUqECZmZnsWWRsbEzz58+niIgIrecpNDRUrdNTF3Tr1q3U8gHz588v1fqacPDgQdqwYQOFhIRQjx49qG7duuTi4kIODg60efNm6tKlCxEV3HeKd4K1tTWlpaVReHg47dixg4KCgmjw4MGUlZVFMTEx1KVLF7XnrDK6d+9e6OeF4c2bN5SUlMS6nx48eEBCoZCMjIzI2NiYnJycSC6XE5/Pp1OnTtHXr1/J3d2d+Hw+PXv2jPr06UNXr16lZcuW0YgRI6hz586Um5tLRAXXsEwmo8WLF9PAgQPZPr29vWn+/PkUExNTomPWBEdHRzVZC1tbW7WOtnJBuYdN/4VQjaRVjQdVMXXqVPB4PLi7uyM4OBghISGQy+WQy+Xw9PQstcllSZCbm4tz585h2rRpaNKkCesoCQoKKnJdRbr87NmznNrsvn374OvrW+i65ubmzMZAGVu2bFHzVAoNDUVkZCQno5SdnY3IyEg0aNBAbRsPHjzAgQMHcODAAc5oUZWYqZyKV/47Ly8PAwcOhLu7O2bPng1nZ2dERETA29sb586dw+nTp+Hp6anml6RAamoqnJ2dIRaLERwcjPbt26N9+/YIDg6GWCyGi4sL1q5di06dOkEsFsPV1RU///wzI8oqUL9+fXTr1g0bNmxgpSYF8Va5i83AwACXL1+Gk5MTuwYjIiIwZswYmJqaYvjw4XBxccGUKVNQvXp1jedMFT9+/MAvv/wCPz8/yOVySKVSEBEkEgmkUikr3WzZsqXEhGptUFXcVeWexcXFFctDLTk5GaGhoUhKSipUHFMXFFbGoX+V/5RJwbdu3YJYLIajoyMTVpRIJGqu8Lm5uahQoQLziFKUKXg8Hnr27Mkppy1YsIApM4tEIrRv3x5ubm6QSCT4+eef2XJmZmaYOHEirl27hpUrV8LHxwd5eXnYsWMHnJyc8Pvvv7MOGgsLC3Tr1o3zXT08PLB37152PIr7+9atW1p9zxTQ1BRRVMdOeUNTJkoxFQWZTMYytLa2toxs+/DhQ04ZMSIignVMluS+KysURyjP0tKSQ6x++fIl+Hw+J3OdlZXFOFjOzs6sEUL5urh79y6MjY3L8Vv9vfhfUIOig5oKFSowYq0CZWVyqatfhjZVy/v372PZsmVo164dBAIBzMzMilR5FQqFcHNzQ7Vq1XROlyug8LHRdByqSpe3bt2CjY0NzMzMEBoaitDQUJiZmcHW1hYpKSk6nyPlYPHUqVOMa7B37142X8FlsLOzw8mTJ5Gens5eWgcPHmTb+u2337RK7Dds2BAREREaX5gfP35EREQE61p6//49Fi5cCA8PDxAROnbsyK6pxYsXw9XVFXK5nJWaFC+5Tp06sW2GhYUhNjaWEXsfPnyI1NRUNGrUCG3btkVSUhJro27Tpo0ap+Hbt2/Yvn07Z9748eNhbW2N2bNnQywWY/LkyWjWrBlMTU3L3XelMIPYxYsXM4+sWrVqIT09XS1IUQ1WHjx4gJo1a2oMaIvb5v348WM8evQIPB6PY5/x+PFjtGvXDo0bN2Zu64r7Yffu3bCwsEBkZCTCwsIgEAg0eiht2LABRIR+/fpBJBKhc+fOICKIxWJs3bqVvVQcHR3RoUMHODg4cPYzfvx4DBgwgG1PIpGwF3FkZCQmTZqEtLQ0dq2pBozKXAqggNStuFaU9/PgwYMi1cFL0rFTHlCQehcsWAA9PT1UqFABVatW5ZQxVYnvmlClShU2yGzQoAGGDx8OoOC5a2try5ZLS0tjJOWsrCz07dsXVapUQePGjTFt2rQSBVQlweHDhzWW0zVB0bSgDJlMptWUV9t1cfv2bTWe2P/P+EeWn4iIjhw5wlRh8/Pz6cSJE5SSksJZRiH2xOfz1cTM/Pz86NmzZ8UWqVKFajnh7du3lJ2dTcbGxkRUoDAslUqpQoUKNHjwYCIiWrFiBSUlJdHp06fp+/fvVLduXQoJCaFx48aRj48PpwT07ds3Wrp0KXl6erJy0Y0bN+jly5c0cOBASk1NZct++fKlyBRyVFQU/frrr2riTStWrGCpXAW8vb0pNTWVNm/ezFSWO3XqRF26dKGxY8fqfI5U96UQ5AsMDGQCV4q05ps3b1jqnMfjkVgsJjc3N84xPXv2TON+/vjjD0pOTtZYmpLL5TR58mSqXbs2ERWUdnx8fOjx48dUu3Zt2rNnD02dOpUqVKhAnz9/Jh8fH9q1axcdOHCADhw4QEREQUFBZGJiwv5v3LgxE87LycmhuLg4un37Nr1//57++OMPcnNzY2UExTEol0kzMzOpU6dO1L59e3acmzdvppUrV1Lz5s1p0qRJ1KlTJxo3bhzNnz+flXmUy6VExEplpcX169fpypUr5O7urvZZtWrViKigPJucnEw2NjZqy0CldNulSxcSCoW0ZcuWYqnbaoKDgwMRkdp3JyI6e/YsHTlyRE1t2tfXl7Kzs2nHjh1ERGRpaalRPK5ChQpkampKP378oJycHNqyZQvxeDz6/v07R90bAKWnp9OSJUto9OjR9PnzZyIquKf8/f1p8eLFRETk4uJC+/bto9atW9ORI0coNjaWhgwZQhUqVKCMjAz6+vUrJScn07t376h169ZqpUInJye6fv06+84KHD58mDw8PAo9T5rOz9+FL1++0KhRo2jHjh307t07djyKklpxhQSJiHr06EE3btyg4OBgGj16NLVs2ZIWL15Mubm5nOeKMvVAJpPRsmXLWGnvxo0brLSnAI/HowkTJpTi22pGkyZNdF6Wx+NRVlYWp9TF5/Pp8+fP9OrVK5o3bx6dPn2a3r17R/n5+ZSfn09+fn5qSsi7du1i92dZ4fTp0zR79mwmpurp6UkjR46kunXrlul+NOI/HFT9R1BcHYGZM2eqdR+VhZ6DKjZv3oygoCBOBujevXuoW7cuh9TG4xW4Q8+cOZMj9qUJMTExauaDdevWRdOmTdGjR49Cu08UUNZJGTRoEAwNDeHl5cXIkt7e3pDL5Rg4cKDO31WTB4+mSROxzMDAQGu2zcbGBleuXGGdQZ06deIsl5KSopV0aG1tzcnqqOLAgQOcdkhlo0LlkY+NjQ2srKwAgHM9KY+sFWnmSpUqoWvXriwbMHbsWEYY5fF4+Ouvv1gGQ3kfihKEYpSuEP5TeEAB/9aQuXDhAuzs7NS0S8p69K3JIPb8+fPo1asXE1McOnQofvvtN7VyraJ7Q9nFXCKRwMnJqdwzBJpIwb///jtWrlzJWvMXL14Mc3NzSKVSrFq1Ck+fPsXTp0+xdetWVKxYkT0fCssI2dvbMyJnjRo1mKbUkSNHONfkzp07mRZSo0aNABSUpAYNGoSmTZtCX18fY8aMwYIFCxATEwM9PT3mFbZgwQJ07NgRRkZG6N69O2QyGbZu3cpMSbdu3Vqu57I00ETq1dfXh5WVFef5Vxo8fvwYu3fv1vqMVnZgt7W1xejRo0vUYPB3QFtZXmGyqpjmzZuH+fPnIyYmhglklpW2miYUx5uwPPCPDGqKi7y8PDRt2hTOzs5o0aIFWrdujeDgYMZXKK6egzY4OzsznRplXL58mfOw37t3L2JjY1GtWjWIxWIEBATg559/xpEjR9RE1+RyuVq5SMGlEQqFhXafKFCaAOSvv/7CwIED0aBBAzRo0ACDBw8ukVu0MgoLapo2bYply5ZpNbxbu3YtAgMDNW53/PjxMDExwdy5c3Hjxg2kp6cjPT0dN27cwNy5c2FqaoqJEyey5ZVTvcoBhyJgUYajoyNu374NoVBY6HdTNhRUXFvKAZFiH97e3ti0aRP4fD5u3rwJfX19/PzzzxCLxUzhWKEhU7VqVfj7+8PExAQfPnxAZmYmZyorKCvuTpgwAZUrV4a5uTl++uknnRRc165dy7ggQEHwPWnSpBK3b+uKsLAwFvgrgnxvb2/UqVMHbdu2ZcKKcXFxsLKy4rxARCIRhg4dylyO09PTMWnSJIwcOVItwIuJiWHlyMWLF0MikbBuR1V9pFevXuHq1atMKNTY2Bh79+7F3bt3IRAIYGVlpVGtWTGZm5tDIBCwZ5Otra3OHS7JycmYOXMmhg8fzhnQKIs/lgfs7OxYt6ShoSFSU1PRs2dPREdHIywsrFz3ff/+fTUHdkVQUNqgWllUVAFFt1xpoGlgoJhkMhkWLVqkxu88c+YMGjZsWGbaaprg7u6OuXPnqs2fM2cO3N3dy3RfmvCP9n7SFQMHDqRVq1ZR/fr1WRp87969ZGxsTN7e3rR48WK11Lhq6lcXSKVSOn36NPn5+XHmJycnU0hICKdjSIGPHz/S2bNnaefOnbR161bi8/mcFLmVlRXNmDGDoqOjOevNmjWLJk6cSFWqVGFdVqNGjeJ0n5QWR44cofDwcPL19WXluz/++INu3LhBBw8epEqVKpGTk1OxywqGhob05csXWr9+PSshdurUiebPn09SqZQZ5/Xo0UOtC+33338niUTCzANVMXPmTFqwYAGlp6ez4wJAVlZWNHToUI5xZsWKFWnHjh0UGBhIhoaGNGfOHLKysqJWrVqRubk5rVq1ii2bl5dHJ06coGPHjtH9+/eJqKAcYGBgwLyElixZQnFxcSSVSmnGjBnUu3dv2rNnD+uMCgsLo5SUFHJ2diYDAwM6deoU+fv70/jx4yklJYV27dpF0dHRtHv3bvr8+TNt376dunbtSnl5eSQQCGjYsGE0Y8aMYp1rTVB0VeXm5nL8qj58+FDoegpTwbdv37J5I0eOZH8ryoX29vakr69PO3fupEmTJtHIkSOpSpUqat5YPj4+pf4uREQpKSnUoEEDql69Op08eZLCw8Np9+7dZGZmRhcvXqSNGzey83v16lUKCwuj48eP0/jx48nMzIxWr15NRESfP38mLy8v+vbtG1lbW9OdO3do0aJF5OjoSDk5OZSfn08ASE9Pj8LDw2nbtm3My6pv377MlFIVnz59In9/f+rfvz8NGjSIOnfuTB8+fKBx48bRihUr6MqVK2qlcwWys7MpKytLZx+iadOm0bhx46hy5cpqJT8ej0cnT54s5tnVHQYGBnTnzh2yt7enihUr0p49e+jEiRM0e/Zs+vTpE82YMUPtGlCU5AuDaueqMhQlqKCgIBIIBDR69GhmBDtp0iTy8vKiyMjIUvmM8fl88vDwoJ49e9KAAQPowIED1KNHD/ry5UuJt1kUnJyc6NChQ0WWG8sDxfUmLHOUe9j0fwAGBgb47bffOPNKqudQGFq0aIFq1apxumkuX76M6tWro2XLlnjy5AnTScnIyMDu3bsxaNAgVKlSBXw+H2ZmZmjVqhVnm9OnT4dYLC5S5RUo0OpQiKqVBXx9fTFq1Ci1+aNGjUK1atXURKrat2+vRnwD1P16BAIBJ72qmMqytPLw4UOcP38e58+f10q8Gz58OOrUqYNXr17B0NBQrdtH+VhEIhEqVqyIyMhIxMTEoEePHjA2NkbDhg3Ro0cPlg0QCoWoWrUqoqOjwePxcOrUKVbSlMlkSExMxI0bNyCXy7F69Wrw+XyO8J+qhPuFCxfg4uLCyTCVBqmpqWjQoAH7XgsXLsTChQvRtWtXGBkZoVevXmjevDl4PB7s7Ow4xE5FRk/5N1NNmyuUrbt166a1LFwepNXMzExMmTKFlQHFYjEb5Wo7v6pWB4sXL4aNjQ0yMzORlpYGCwsLNWKvquibAsplj+bNmyM+Ph5PnjxBdnY2XF1doaenBz6fj127diE1NRWVK1dm2jCq6tnZ2dnIyMhgZNbHjx9j3rx5Oo3INTVF/F3QROp1dHSEqakp9PT01LJRTk5ORW5TU+eqpsyyVCrF3bt3OY0Z06ZNg7m5Oae0V1TjhiZcuXIFa9euRZ06dWBjYwOhUFis5+zXr19hb2+P6OhorF+/Hk+fPi1yncLsUpSvNeWprKCrN2F54X9BjQ6wt7fH3bt3OfM0mVyWFm/evEFYWBh7CSqEqMLCwvD69WsWBHh7e0NPTw/m5uZo06YNFi5cWCiPZ/v27QgMDGQiVoGBgWpdM0CBTH1Zviz09fW1dkopLAd06UIrTEBQmz+QIm2vivz8/DK5gfPz85GdnY1evXqxNL+CByGTydSCs0mTJoHP56NWrVqIiIhgRn+NGjVCq1atmM1CSEgIli5dyuwftCnJKgdOysJ/R44cgaurK2ffe/bsQeXKldG2bdsS8b+ys7Oxfv161K1bl4nmderUSe07Llu2DG3atAEALFy4EN7e3hq3t2/fPlSuXBmrVq1iZo9yuRwVK1bEtm3bsGnTJlSsWBG9e/fGmDFjoK+vX+aK30U92Fu2bIkmTZowT6Xnz5+jdevWCAoKgkwmQ+vWraGnp6cmSDho0CAABc+H0NBQGBkZQSaT4c6dO1i7di28vb2xdu1adu4PHDjAAnxNZY/NmzfDxcUFX758wdKlSzmSC+/evdOoXtuoUSP88ssv4PP5+PDhAypUqICKFStCLBarqVKrwsrKSuM9+3dg7ty5LFg4duwY9PX1IRKJwOPxmK1IcaFrkKbgg6kGTtqmwgKqBw8eaDyHU6ZMgb6+PuRyeZGds3l5eUhISICNjQ309PQwePBgBAcHs2dNpUqV0KtXL2zZsgWvXr1SW9/X1xeGhoYcuxQPDw/IZDLOYKI8BgnF8SYsD/wvqNEBa9asQfv27TlRb3nqOdy/f59t5/79+2y+IghYvHixziZxxUFZBzUVK1bEjh071OZv374ddnZ2xW6t1wUfP35EZGQksyYYP348fvz4wT7XxrVR4OXLl9i4cSMSExPx/ft35ObmYuzYsahXrx5Gjx6N+Ph4zJo1CxKJBEKhEJ07d8Zff/2FxMREbN++XesLwcrKChs2bODMMzExUbNZ+OuvvxAUFAShUIiDBw/i999/50yKF/off/yB0NBQuLu7c7gSQ4cOZS9WBVTbf3XNeCQnJ6NPnz6Qy+WoVq0aZs+eDT09PUgkEo1ZytTUVMhkMnz58gVHjhyBWCzWGDz5+fmp2VHMnDkTQqEQFhYWyM7OxrJly8Dj8WBiYoI9e/ZoPcbiQlVLR5mvpDgXixcvhoeHB2xsbGBsbIzFixcDKDDD9PT0hIeHB6Kjo6Gvr49WrVqxoFrZ6sDMzAyJiYkgIhgYGODevXscEqem4FTRBq+vr4/Dhw/j+vXriIqKwqhRo7Bx40bcvXtXrfWWx1NXizYzM8Pq1athbm6upnNTFKdBU1PEfwoPHz6EQCDgKFUXF4UFacoyAoU5sBdXE6l+/fpqA95ly5bB0NAQx44dw7hx49C+fftCtxEfHw9nZ2ds2rSJ45W2ceNGeHh4YMKECahXrx5z4nZ3d8dPP/3E1le1lJk0aRLs7Ozg4OCALl26qEkulLVyt67ehOWB/wU1OkBT1FseZY+TJ08W+rmmB1hZoqyDmvj4eBgbG2PGjBk4c+YMzpw5g+nTp8PY2BgJCQmF+guVFIMHD4abmxt27tyJlStXwsHBAc2bN8f3798BgOnXaEJycjKMjY0hl8shkUjg4uKCvn37wtLSEsOGDYObmxuICHZ2dtiwYQP09PRgaWmJmTNnqm3r+PHj+Pnnn1mpSV9fH23btkWPHj3YMopsgLLNwoULF2BlZVWmBPTHjx/j0KFD4PF4Omc8qlSpAgcHB/z8888cTSEFSVUTETAhIQFisZiTcdDksyMWi9Uyn0CBLgyPx4OLiwuMjY1BRBp1YUoDTVo6Li4uWLRoEa5fv16k27oyCrM6MDY2xvr162Fvbw8nJyecPHkSjx8/xunTpzmZJ4lEguPHj3N+B1dXV2zfvh1ZWVmwsLBgdhYKo8LExEQYGxvDxMQEfD6f/a2YFNfOTz/9xHRuAODp06eFuksDmpsidLU5KEsoBDs9PT1LRaotLEhT7R4qrJuoOJDL5Zzn2M6dO2FmZsbI8teuXeMY3mpCpUqVdBLKe//+PcaOHctsVAqDosRWnsjNzUV8fDyePXtWrvspDP8jCuuA+Pj4Qj9XyN6XFvr6+lSxYkXq0aMHde/enezs7Dif8/l86tOnD0ml0kK3s3btWp3Jtwq5d6IC/Zrq1atrtXjIzc2lvn370vjx48nJyanIbQOg+fPn05w5c+jly5dERGRjY0MjR46kwYMHk56eHoWFhZG+vj4RFUiah4aGkkwm42xnz549On0XogKC9vr16xkROCMjg5o3b07GxsZ04MAByszMJBsbG43fsVGjRmRnZ0erVq1imhnLly+nuXPn0pAhQ+jixYsUEBBA27Ztow4dOpCXlxd16tSJtm/fTrdu3WLbiY+Pp4SEBKpZsyYjHd6+fZv09PTI3d2d9u7dS0RET58+pZ9++omePXtGgwcPppiYGPL09KTc3FyqVq0aOTs7U48ePUgsFhMR0ZkzZ6hp06bsfH3+/JkmTpyopuNDRGpaO0X9tqrQ19enDh06UFRUFDVs2JBdT0KhkMaNG0eTJ0+mZs2aUa1atYiogIypIH9v3bqVgoKCyN/fn3r37k1TpkyhOXPmUPPmzYmoQLOmatWqtGLFCkaOzc3NpejoaDp06BBlZWURANLX16fIyEhatWoVCQRlI6klk8nUtHQMDAwoJSWFHB0dadKkSYwUfOnSJWrUqBENHz6ciIi2b99OSUlJZG5uTkQFWhxhYWFkaWlJT58+pejoaEYarlu3LhkYGFCFChUoNzeX3r17RwKBgPT19enBgweM2Ovn50fz5s1jZHEioqVLl9KQIUPIwMCA7O3t6dq1a5Sfn08DBgygffv20ZcvX4jP55Ofnx+dOnWK5s+fzwjzRETjx4+ntm3b0rBhw8jb25sOHz5MAQEBdOXKFWrevDnHIkIVmpoilKHJdqWskJeXR9OmTaNly5bR69ev6cGDB3T79m0aMGAA9erVq0S6MPn5+dS8eXN68OABeXp6cojGGRkZNHnyZK3rTpgwgdzd3alz584UHBzM5s+aNYsuXbpEO3fu1LieqakpHTp0iPz9/enIkSPUu3dv2r9/P9OCuX37NtWpU6dQYr1EIqF79+6Rg4MDGRoa0o0bN8jZ2ZmuX79OAQEBNHr0aEpKSqI///yTbG1tqV69ehQcHExCoZDCw8PVnqFEmq+18oDy/fSfwD86qFF0cahC0YXh4uJC0dHR1KNHj7/leDIyMmjjxo20fv16un37NoWGhlJMTAy1atWKRCIR8fl8CggI0NoloTh2VTEuBbZu3ao2z9PTk/399u1b2rJlS6EvPiMjI7p+/bpOQY0yFEJjhoaGbJ6u57U4D1KpVEq3b9/mHN/nz5+pSZMmJJFIaNWqVeTi4qLxO5qamtLFixc5Yn1CoZBkMhkdO3aM7O3tycrKiu7evUvu7u508OBBSkhIoDt37nA6GaytrWnWrFkUFRXF5g0ZMoQ2bNhAPj4+5OPjo9bFoQhMZDIZ897R09PjiO/xeDw175T8/HyNfip79+6lsLAwEgqFdODAAXr06BHFxsbSvn371JZViEwq48WLF7Ru3Tpau3Ytff36lYkm1q5dm65fv04fPnygxYsXs06uypUr07Fjx+jQoUNUq1YtksvldPnyZXJzc6MDBw7QrFmz6Ny5c0REdP78eQoPDyc+n886mK5cuUKfPn0iV1dX2rt3L82ePZvWrVtHfD6fzM3NycfHp1TBrgKaHuympqZ07tw58vT0pDp16lC3bt0oKCiIwsLC6NmzZ+xldO3aNbKzs6NDhw6Rt7c3ERHdvXuXdu/eTRMnTqTc3Fz2Wxw5coT27t1L/fr1IwMDA2rRogXdv3+fTExMaNeuXRQaGkpERCdPnqRx48bRtGnTOB1eV69epRcvXlBERAQTS0tMTCRjY2OqVq0a7d27l7Zs2UJHjx4lOzs7evjwIfs+u3btos6dO1NeXh6FhobSsWPHiIho+vTpdObMGfr999+1nh9DQ0Patm0bC0D/TiQkJND69espISGBevfuTSkpKVSjRg3KysqiHz9+kFgsVvNUUh6UaUJpgjQLCws6efKkWkforVu3qGHDhlrFANu1a0dXr16lwMBA2rVrFyUkJHC6JgcOHEgpKSmUlJSkdd81atSg2NhY6tq1KxkaGlKvXr3oxo0bdO7cORIIBNStWzcKDg6m4OBgjpClQqDTwcGB5s2bR1u3bqVnz55Rbm4u/fjxg75+/UoSiYQeP36s9gzS5odXXERERFCbNm20vofKG//ooGbevHk0depUCgsLYyPO5ORkOnz4MMXGxtKjR49o48aNtGjRIurdu7fa+rq0CpYUV69epbVr17JApHPnzrR48WJKT0/XuT1TFfXr19dpuVOnTmn9rHv37uTr68vac//b4O7uTnPnzqVmzZpx5mdlZVHjxo0pOzubbt26pTWoSUpK4rQKW1lZUZcuXWjNmjW0Zs0aatOmDT1//pxsbW3JxMSEvnz5Qrm5uZwHbmZmJhkaGtLHjx/ZdrSd+69fv1J6ejoFBATQggULKCYmhnx8fKhz585UpUoVzu8tlUpp9erVZGNjQ48fP6a4uDh68+YN7d+/n1avXk2vXr2iO3fuUJ06dejIkSPUt29fkkqlHNVq1Yc6Twfz1ZMnT9KaNWtoz5499O3bNxoxYgT16tWLE/wRFTwUb968SY6OjuTg4EBbtmyhoKAgevToEXl5eXEkCT5//kybN2+mBw8eEBHRokWLaNCgQTRz5kz2sG3Xrh2dOXOGvnz5wlFNVqAkWQNNQUTHjh0pJyeH/P39adasWfTo0SNq164dERUoVCsya76+vhQQEEBZWVm0ceNGIvq3Geby5cvp8ePHhe67Y8eOVKtWLRo2bBibpwiCVH8XxWP57t27VKlSJbVMVUZGBm3bto2WLVtGd+/eVfsN09PT6dWrV1S1alW2D4VatibFZwUcHBzoyJEjhS5TXnBxcaHly5dTgwYNWHbi7Nmz9OrVK5o8eTItXbpUbZ2iXpy6BmlnzpxRm9eoUSNavXo12dvbc1S37927R9WqVdNqtpqRkUFxcXGkp6dHERER1LlzZ2rWrBlVq1aNzp49S4cPH6YTJ05wsj+q2L9/P3Xv3p1+/vlnSkhIoK9fv5JMJqOvX7/S9u3bqW3btlq/740bN2jdunW0atUqSk9PZ0rdRP9W7Va+3lAKE2ZNWLZsGcXHx1OXLl2oRo0aaoMRTYOossQ/Oqhp27YtNWrUSM2pePny5XT06FHavXs3LVq0iJYvX07R0dG0Y8cOevr0KeXk5NDXr1/p27dvxOfzqW7duuWi5/Dy5UtasWIFzZgxgwQCAX358oVq1apFa9asIS8vL63rKRyrFX8XhuJG54pSQoMGDTResMq6Ea9fv6YRI0bQiRMn6M2bN6R6qZXVTaS6/1evXmlMDX/+/JkaNWpEly5d0rjvevXqUefOnTnXQ2hoKHXv3p1ev35NEyZMoNzcXLbu+vXrKTk5mQ4dOkSTJk1i6+zYsYP09fWLzCQoyhdBQUF05swZunv3Lh0/fpzi4uLIxsaG7t27R+vWrWOWGR06dKDbt2+Ts7MzNWjQgCIjI2nAgAGUl5fHgqbXr1/Ty5cvtcqeFxawFoWPHz/S5s2bac2aNXTlyhVyc3Oj1atXs4C+T58+1KtXL2rcuDENHjyYDA0NafDgwbRlyxaWxVGFIoA8ffq0xod8fn4+TZ06lcaPH1/i41aGpiACBdxCIiJatWoVxcTEkEQiocjISDI2NuboUCmWVV5fIpHQokWLqGfPnmzepk2bqHXr1pz7Q9O989dff7HPFS+qb9++0cKFC+nw4cPE4/HowYMH5OzsTP369aMPHz7Q58+f6cSJE2RnZ8cyaNqCEIUliGopWxvWrl1Lhw8fprVr1xZZ5i5raCu53Llzh2rVqkVZWVnF3qauQZqmbKdyAKD8vJg0aRIdPHiQrly5otMx3Llzh+Lj4+nmzZvMbV0XO4SzZ89SQkIC3bhxgz5+/EgWFhZkaGhIDx8+JDc3NwoJCWHZGgsLCyL6d1DTqFEjWrhwIRkYGFBYWBitWrWKbG1taffu3XTnzh2N91NhQVZxUJgTd1kGT1rx91J4/rsgk8kK7eIAChRxBQKBmkmgWCyGTCYrc5PAnJwc7Ny5kxno+fv7Y+XKlcjKygKPx0Pbtm3h4eFR6DaU2zw1kd9KQzwtTptj06ZN4enpiaVLl2Lv3r3Yt28fZyor9OjRgzlvv3//HikpKfj55585pFwFPn36pNVFfeXKlejatStn3v379xnpb8aMGRxlZ6DA2kK1PX7w4MEwNjZGvXr1MHDgQI4ia48ePXD48GFkZ2fD398fs2fPBvBvMqBqVwypdMooCIMSiQTnz59X+w3v37/PIYPm5OQgNDS0TNt0L1y4AFtbW41t5srkZtXvoHr98Xg8nYwC37x5g7Nnz+Ls2bOlJsoXpsKqfF34+PjgxIkTALjWB0uXLoWbmxsj+r58+ZLTXaeAubk5ZDIZOnXqhMTERPz48UPne2fw4MGoUaMGU/5OS0tDhw4dIBaLIRAIMGDAgEId1nNzczFu3DhGHuXz+ZDL5Rg7dixycnIKPT+amiKUp/JE9erVsXHjRgBccuyQIUNgZ2fHMY09dOiQTqa4mjpXNUFVZfvt27eIj48Hj8dDo0aNmLt9VFQUBAIBR/n678anT5+QmJiIuLg4+Pn5QSQSwdPTEwMGDMDZs2fx7ds3SKVSJlFgYGCAc+fOASgw7pTL5f+xY/878I/O1Njb21NsbKxaKWXevHk0b948evr0Kd28eZOqV69O+/fvp+bNm5OhoSFdv36d6tSpQzExMfTw4UPasmVLmRzPoEGDaOvWrQSAoqKiqFevXqx2T0SMAOvk5FSo8dzp06eZQubp06cL3WdZReeaYGhoSGfPniVfX99y2wdRQWnHwcGB1q1bx+Z1796dnj17Vq4KqEQF2aa9e/dyjNsWLVqkVk7Izc2l27dvU2ZmJvH5fEpNTSUfHx8KCwsje3t7WrFiBRuZPn78mNzd3SknJ4emTJnCOBWjRo2ikSNHkrm5OU2dOpXc3Nzo/PnznJFPXFwc7d+/n3FdiAq4AQrl2rKAr68vubm5UXx8PCNCKyMzM5OICkpriYmJtHjxYho9ejQzVJ01axZt3ryZJBIJ4w4pqwwr+Affv3+n3bt306VLl1gmRU9Pj7p160aLFi0q00xCXl4ebd68mZ03AHTgwAGaNGkS+fv7ExHRxYsXKSEhgWbMmKFW3lTFjx8/6PDhw7R161bav38/SaVSioyMpC5dulBgYCBn2czMTFq9ejW7hvbs2UM7duyghg0bspH3+PHjqX79+hQbG8v4adrQv39/2rNnDyUkJLBzfuHCBZo0aRK1atWKfv31V63r/l1NEZqgWnKJj4+npKQkSkxMpGrVqtHt27fp7t275OzsTDNmzKDLly/Trl27Ct1mtWrVKC0tjQCQo6OjGo/k6tWrha4/Y8YMmjJlCgEgiURCPj4+NHHixHJ9biojJydHI73B3t6e8vLyKDk5mQ4cOEBLly6lrKws9iyoXLkybdiwgWrXrk08Ho/Gjh1LU6ZMoe3bt9OgQYPozZs3f8vxf/v2jTU6/G34DwZU/3GsWLECenp6aNmyJSZPnozJkycjPDwcAoGAaX8otDkUUa/CJHDmzJmIjo4u06g3NDQUW7ZsYT4ympCbm6s10/DfBg8PD41eVuWNt2/fYubMmWjVqhX8/f3h7++PVq1aYdasWWXaEp+SkgJnZ2dIpVI2kpXJZHB0dFTTEYqKikKTJk3w7NkzNgq1tbXF3Llz4enpyealpaVhz549cHZ2hoODg9aRfYUKFZjwnsJYtEqVKhCLxWoKs0OHDtWo7FxSaFPTjo+PVxsR+/n5Yc+ePZwMjEIdVSQSISMjA4DmDKCBgQEEAgEsLS2ZXkhiYiIqVaqEfv36lfj4P3z4gNmzZ7PzFhcXBwcHB60q1arZJR6PxwxFddGm+vLlCzZt2oRmzZpBJBLB2dkZ+fn5yM/Px6VLl2BqagpbW1vWNs3j8WBsbIwrV64wjZvQ0FDs379f6/MmNTWVZQDlcrnaNQAAiYmJ//WjdFVvIkNDQ/Tp0wcAN3vz559/wtbWtsjtadJrUZ6KgiZtoL8Dhekp8Xg8NG3aFIaGhuDz+bC3t0f37t05HmmjRo1iqsU8Hg96enpwcXGBSCQq02eBJvz48YMjHKj4zcaNG6ez/1hp8I/O1BAVeBGpdnEMGjSIM5pSjnrr1KlDLVq0oLi4OKpevTrdunWLmjVrpjYCKElnRnkhMzOTkpOTNUb83bp1K9a2lHkDmrBmzRr299GjR2nOnDm0fPnyv62979KlS9SkSROSSqXUsGFDsrS0JKICrsmJEycoOzubjhw5QjVr1tRpe7m5uTR27Fjas2cPmZqaUr9+/dg5CAgIILlcTseOHWPn9cOHDxQdHU1v376lDRs2UFpaGtWrV4+cnJzo8OHD5Ovry0bfS5cupdOnT9Pt27dJIBDQ1atXyc3NjfT19SksLIy2bNlS6Cjn2bNn9Ouvv9K9e/eIiMjDw4P69eunxp8YNGgQbdiwgVxdXTXyoIpLag8NDaW4uDhq2rQpZ75qtxZRAU/i5MmTVKdOHTaKlMvltGvXLoqIiNBKtiQiMjc3p127dqn5dJ06dYrat2/Pye7oisuXL7NOOEVzQGJiIgGgWbNmMS7S58+fafr06ZSZmckIqi9fvqTx48fTw4cPicfjseyRIlP19etXraNqBbF3xowZ9OLFC9aWr6enRzVq1KCTJ08yMnDdunUpJyeH9PX16dq1a3Tz5k2qVasWNW3alN6+fUuHDx9m23737h116NCBTp48STwej1JTU8nf35/q1KlDTk5ONGfOHLbs3bt3qV69eiU6b+WNHz9+0LRp06hnz55UsWJFNt/AwIBu3bpFTk5OHJ6NIptZVj5CN2/e5PwPgF69ekUzZsygHz9+sM69vwuqXlQDBw6kGzdu0JcvX8jCwoIaN25MISEhVL9+fXJ2di50W3w+nxITE+nu3bvk6upKLVu2LNdj19TF5uzsTNu3b6f58+fThQsXynX///igRheMHj2a5HI5jRkzhpkEymQy+vjxIzk5OVG9evVKpedw4MABnZYrCWv84MGD1KVLF8rKyiK5XK5GaC6qJVIVrVu35vyfm5tLKSkplJmZSaGhoXTq1CnOPr58+UI/fvwgqVSqFvgVd9+asH79ejI3N2fdDTY2NvTu3TuqXr06bdu2jWMsCoD69etHN2/e1PnGmjRpEi1btoxGjBhBmZmZtHjxYurQoQMtX76cJBIJHT58mOrXr895kZ07d46Cg4MZ0TA1NZWqVq1KjRs3JkdHR1ZqqlixIrVv3572799PPB6PBAIB/fjxg9zc3Oj9+/eUk5NDHTp0oJiYGPYCVsbz588pISGBVqxYUeh3KKzrrSSk9r1799K4cePUjCZ9fX3p5MmTnCCkevXqZG5uTlevXqWMjAwiKmjlv3v3LuXk5BSa/pdKpXTlyhU1U77bt29TrVq1SmQIWLduXXJxcaGVK1eyIEIikVDjxo3pw4cPnC6YlJQU8vPzY4FXy5YtSU9Pj1atWkVOTk6UnJxM7969owEDBrDllZGfn088Ho+aNm1KJ06cIENDQ/r06RN169aN3ctt27YlgUBA06ZNY2Xwc+fOUZMmTej79+8kFAqpb9++tHfvXnr16hVduHCBatSowfbRrVs3evPmDa1atYo8PDzoxo0btGnTJjp16hSlp6ezktb3798pJiaGXF1dCy0h8fn8QjWuypPkqUnfRNU0VhHU7N27l0aMGEFpaWllsm/F91Z+HQIgBwcHksvl9ObNG8rJyeGsUxbPL21Q1VPq1KkT1a9fn+rXr1/sMjKfzycjI6MitcvK6vto6mJzdname/fuUUBAQJHGt6VF2Sha/X+EknQGKTsbd+jQgRwcHCgkJITGjx9PCQkJpT6mVq1acf5XvbkU80ryQBk+fDj17NmTpk2bxuEgnD17lpYvX04BAQG0a9cusrW1pY0bN5KTk1Oh4kyK9lZl5OfnU//+/alSpUoUERFR7GMsDaZNm8Y4AhcuXKBXr15RfHw8Xb58mWJjYzkZMx6PR7GxsVo7gzRh8+bNtGrVKmrRogUREUVHR1NYWBj16NGD3NzcKCMjQ+1hkZCQQFKplO7evcteyHXr1iV9fX3OKPvly5dMgHDgwIGUlZVF1apVI1dXV/rx4wcdOHCA1q1bR3Xq1CE3Nzfq2bMnRUVFsU6HY8eO0cqVKyklJYV27typ9TcsTceTJii6dBQZK+VrtX79+sxVnKiAE3Dt2jWSSCTUsGFDIirgpmRnZ1OzZs2oSZMmpKenx9m+gsNiZWVFkZGR1Lp1ayaS9vXrV4qPj2dckeLi8uXLnICGiMjNzY0iIiJo4MCBbN6lS5dYe3mLFi2ocuXKdPbsWTpz5gyZm5sTn88nPp/PMlCPHz+m3377jXGMRo0aRWfOnCGxWEzOzs40fvx46ty5M82dO5eTHTU1NaVu3brRwoULWVBTp04dWrx4Mf30009UpUoVOnr0KInFYtLX16e+fftysm27d++mNm3a0ODBg+nr16/Uv39/kslkdPnyZcrKymLn/MaNG5STk0MNGjQo9Pyo3t+5ubl07do1Wr9+fZF8m9KiQYMGdPr0aU5Q07FjRxo1ahTt3LmTeDwe5efn0x9//EEjRozQmmU2NTWlBw8ekLm5uVYtMgUUL/JHjx5x5vP5fPr1119p3bp11L17dxo3bhyNHTuWHj9+TPv27dNJCDAlJYXDiVTGvn371J77yvD09GSDACLNGmPFQXx8PEegsTzx4sULNYduooL3RG5ubvkfQLkXuP7LUNzOoJycHPTo0UNNvl+TyWVZoSgPJCcnJ8ZFUMaHDx/UOpCkUqnatnbt2gWJRIJevXpBX1+ffb5o0SKEhYWV6Jjv3bsHKyurEq1bGkgkEsZ3iouLg0wmw/r165GSkgJzc3O15devXw8HB4dibf/Ro0ecec+fP4ebmxtCQkKYW/KzZ8/w7Nkz7Ny5EwKBAIsWLcLHjx9hYGCA69ev49atWzAzM4Oenh5EIhHatm0LIoKZmRn++usvrfv/9u0b5s6dywxA9fX1ERUVhZUrV0IsFoOIOL9h//79Ubt2bba+wg3czs4Oc+bM0fl7K+PJkydM/h8o6AZKTk7GH3/8gcePH2P27Nn45ZdfwOPxMHHiRNYpsm7dOmzZsgUnTpzA8uXLWQeYmZkZ4wsRETsniknh6l25cmUIhULo6ekhNDQUoaGhMDMzg62trU6dL5pQoUIFHDlyhOPrk5iYCAcHB8jlcjx79gz9+vVjzwAnJydUrVoVBgYGICLG73B2dma2JhKJBPr6+pz9dO7cmXU9KaCvr6/GRRo0aBCsrKwgEAjw9OlTPH36FFu3bkXFihU58v7K7tLKk56eHmrXro3o6GgIBAK0bdsW0dHRaNGiBUQiUZHGr7pi8+bNCA8PL9G6uuLXX3+FlZUVhg8fji1btmD//v3YtWsXGjVqBD09PY5pbNeuXTV2nQHAunXrGC9R+VrUNBUGZ2dn/PbbbwAKnsmK+3TBggXo1KlTkd/HxsZGo+3Lrl27IJVK1eYX5UX17t07JCQkwMfHh90rtra2iIiIYGagmiZVj73yhrYutvj4eNSpU6fc9/+PC2qSkpKQm5vL/talvVPVywPQvVWwJCgqqNF2kaanp0MkEnHmtW7dWq3l2NfXF+vXr1fb19WrV2FpaVmiY05MTFQLIhITE9WMC4ECJ+lDhw6VaD+qsLCwYGRkX19fdOvWDfr6+ujevTv09fVx8eJFXLx4Efv378fgwYMhkUiwZMkSjds6f/48Dh48qLZ9S0tLWFhYoHfv3uxh+eLFCw6hVBOZT9m8EABOnToFiUSCyMhIhIWFwdzcXG1/Cly6dAn9+/eHiYkJKlasiLFjx+Lhw4c4c+YMGjRoAKlUismTJ4PP53N+Q4VvEgCMHTsWRARTU1NIpVLweDyMGDGi2OeYx+OpyQi4u7urtZMr31u6olmzZhCLxYiIiMD+/fvV3NW/fPmCFStWYNiwYRg2bBhWrlyJ7OzsYn8HBQYNGoSKFSuqEYBJiRis+rsCBYMbZ2dnCIVCrF+/Hp06dULTpk1x7tw5mJmZcVr9tbXRe3l5MfKmAt+/f4e/vz+HhKyvr4+hQ4fi27dvSE9Px6RJkzBy5EicPXtW7fuEhYVh3LhxAP7tnZaXl4fIyEi0bdu2xOdJFWlpaeVOmFWVCFCdijKNLQk03fPr169nAXenTp3w7ds31iAC6N4WPWHCBDg7O3NctLdt2wapVKrR6LcwLyrV61Iul0Mul3MGNpoaC5ycnDQ6uZcn9u3bByMjI8yYMQNSqRS//PILevXqBZFIhKNHj5b7/v9xQU1J0K1bNzUDv/LUc9AW1Ci6LHg8HjZs2MDpvNizZw8GDBgANzc3zvxVq1bB3t6e4yYuEomwYsUK7N+/n7OvtLQ0tRGnKpQ1V2JjYzF06FB06NABBgYGGDBgAGfZKlWqaOzC+P333+Hj41OKM/RvdO7cGdWrV0dMTAykUikyMjKwbds2Zj6peCAKBALUrl1bLcBTRtOmTTFjxgz2/82bN8Hj8eDm5oY5c+bAysoKEydOZJ/v3LmT6bUoB8O1a9dGVFQUkpKSIJFIsHXrVo0vmgMHDqBOnTqcTqk5c+bA29sbQqEQEREROHjwoNqL/tmzZyAiJCYmqgU1UqmUBbYWFhYsGLly5QrkcrnGEWJRSEpKwuzZs5nGyf79+zF79mxMnTqVXXvKTvUAOC/jLVu2YPny5Vo1aV68eIFp06bBzc0NAoEAgwcPxr179zR2U5UW379/x+DBgyEQCNi1IRQK0a5dOxw9ehTu7u4YMGCAxsHN4cOH0b17d/j5+SE1NZVl6eRyOTw9PTmjajMzM1y9epXj8Lxr1y7o6ekxE9OEhAQ0adIEAoEAW7duRUREBNq1a8e+86dPn2BnZwcLCwv4+PhAIBBg5cqVrMsJKLhGK1SogKZNm0IkEqFdu3bw8PCAqakpFi1ahJ07d+LmzZulOmfZ2dkYMmQI3NzcSrWd/zSaNWvGyTgCmu95gUCAXr16wcLCAqamppg4cSKCgoIwffp0AAWBiYWFhU77HDhwILy8vPDu3Tts3rwZEolEzcFbgcIG2N27d4elpSVWr16t1v16/fp19ozXhL87UwOod7EFBQXhyJEjf8u+/xfU/AtZWVlYvXo1Fi9erDYSmDx5MoyNjdG2bVtMmzYNCxYsQNOmTdlUklbBwqAtqClsFCMSieDm5oaDBw8WOeJRHoUq72v9+vVFCvuppr9DQ0PRoUMHLF++XG2ULhaL1Uo3APDo0aMSvVw14cOHDxgwYADCw8Px+++/s/kTJkxAfHw8Xr58iZcvXxYpOgYUtOtfunSJ/T9mzBjUqFGDZZt27Nihdn5evHihlsa+deuW2ovGzs4OJiYmLIW9ePFi6OnpsZGYWCxmrstisRhGRkZqDsmKKSIiAiKRCFWrVlX7DWUyGZydnQEUlFoVmYFHjx5BLBZDJBKpPdh1gfKDUdv1pBhZKr+MbW1t2UjS29sbvr6+sLCwYJNqkMzn8xEZGQlDQ0MQkVYX8dLiy5cvuHnzJm7evMkJnDSVa5WRlpbGuXbfvXvHERxUdihXzvQocPnyZXTp0gXVq1dH9erV0aVLF5ZpdHV15Tz4Fy9eDBsbG2RmZiIjIwP29vZsm4pj7NGjBwYMGIApU6YgMjISAQEBsLCw4LSg8/l8VKlSBcnJyUWeF1XHb2NjY+jp6cHQ0LDQtvXywo8fP7Bq1Sp06tQJDRo0QP369TlTcaDpuarpng8KCgJQ0BbdsWNHeHh4YNu2bRAIBCVqi+7cuTNcXV0hlUqLFB3VFsi7ublpDYaAgmeTq6urzsf0fxn/OKIwUYE7clRUFF29epX8/f1p9erV1KhRI0pNTSWigm6I33//nfl9rF69moyNjenKlStq0tg8Hq9Qg7iSQCHNrQpFh42TkxNdvnyZzMzMNK5fmDAfUYGx3aZNm2jNmjXUqFEjevnyJV24cIFGjBhRpBx9cUinRkZG9PDhQ7V27r/++kuji2xJ8OnTJ1q4cKGaNPekSZPo2bNnZG1trfO2Pnz4wFrAiQpEDFu3bs0kzf38/JjsvAI2NjZq/jPe3t704MEDWrx4MRkaGlJWVhaTvq9UqRLdunWLhg0bRk2bNqV79+6RtbU19erVS+14CjO88/b2pocPH1JYWBidOXOG/Ya5ubkkEolo8uTJlJ+fzwjODx48IDs7O3r16lWhbdTaoHxNqV5fbm5utHjxYmrcuDERES1ZsoTy8vKYwGBwcDDz8TE2NuZ0Y127do2zLZlMRnfu3CG5XE6fP3+muXPnar3OS+LarIBUKmVGhZcuXaKtW7fSgwcPKCcnhyZPnkwDBgxQa/vftGkTeXl5cYjNpqamGu+JBQsW0NGjR8nW1pb69u3Lud7//PNPunLlCsnlcmrTpg0jQT98+JDmzJlDy5YtI6ICQnW7du3IyMiIunXrRnZ2dpSVlcXpwunQoQMNGzaMbt++TXfu3KHatWuTh4cHLViwgJHU79y5Q/PmzaMGDRrQxYsXOSa2qpg/fz7nfz6fTxYWFlS7dm0OAbyskZ+fT+vWraM9e/bQ48ePicfjkZOTE2VnZ9PFixepefPm5O3tXWQHT3Gh6Z4PCwsjooIGkcePH1OVKlWoQ4cOZG9vTxcuXCi0LVpTJ2ubNm3o7Nmz1KlTJ+LxeGwZTd2s8fHx1K9fPzVhySdPnmjsgFTAwcGBHj16RKNHj6acnByOT5bytnj/IbPmvxX/6ajqP4HIyEj4+/tj06ZNCA8Ph7u7O5o3b4709HS8efMGbdu2LfYooDRQHR3xeDwYGRlx5pmYmAAoG9n7/Px8TJkyBTKZjI3mxGIxq83rAl2k6/v06YMqVapwiLCpqanw8fFBTExMiY9fGZrqxdevX8fPP/8MHo+Ht2/fcj77+PGjRvsEoID8ffr0aQAFZQqJRILjx4/j+/fv2L59O7p27QqhUIiOHTti6NCh2LFjB75//67TccpkMpa1mjhxIitDXblyBaampqzEdOPGjUInBbT9hoMGDULz5s3h4+MDHo+Hvn37IjY2FtWqVYOvry9EIhF69uzJyY6owtfXV62cqjx5eXlxyqxSqZRxzi5cuIDWrVtj0KBBAABDQ0McPny4yHT9+fPn0atXL8hkMpiYmMDe3h58Pp9ld1Sn4pR4W7duzcpAqlkvV1dXEBEEAgGMjIwgk8kYGTUuLo6zHXNzcwiFQlSoUEGNBKwKTaReIkJgYCCsrKzw6dMnAED37t3RqVMnls1q1aoVI/RKJBJs2rQJAGBpaYnffvsNEomEk3Gwt7eHUCjEgwcPEBkZidatWyM/P1/tePLz89GqVStERkbqfN7+LuTn56N58+bg8Xjw9fVFx44d0aFDB/j4+ICI4O/vXyb78fLywtOnTznztN3zCty8eZM9e3VBUVly5eyZtvU1lYosLCxw+fJljescP34cYrEYenp6EAgE8PX1hVgsBo/Hg6WlJRYuXIiFCxeia9euMDc3x9SpU1mTyIoVK3T+bkVB9T2mbSpv/CODGktLS/z5558A/p0+VvZSuX79OszMzArdxo8fP/DLL7/Az88PlpaWpfrhimLoqzL1zc3NiwxqTpw4AQ8PD05NX4HMzEx4enri+PHjuH37Nv788098/vxZp2PNyspCjx49WDeCgq/Ss2dPtbRpZmYm/P39IRAIGHFNIBCgfv36+PDhg077KwqqD4EjR46wUhyPx4OZmRnrUgEKuB7aHij9+vVDQEAAzpw5g2HDhsHMzAy3b9+Gs7MzxGIx3N3dYWJigvbt2yM4OBhisRguLi5qHS2///47h9SpKDU1a9YM79+/R1BQEJYvXw6gwFuMiBAXF4eEhAT2wFN9AGp7EH7//l3rbxgcHKy1a0YxaQrelcuoo0ePhlwuh7+/PwuCFEqvo0ePBgCYmpri9u3bOHfuHIyMjGBtbc1exj179sTkyZM5flTKmDlzJjw8PGBhYYGhQ4dyArey4gJER0dzgghF0FCnTh3WPdStWzdER0fj4MGDrNtKX1+fEepfvXqFYcOGgc/nIzg4GDKZDBYWFvjpp5/wxx9/qKkUz507F5mZmZzj0PZ9Xrx4AbFYjNDQUHZOz5w5Az6fz0qFBgYGWLt2LSpVqsQJamJjY9m9KBAIMGzYMA4xVRnJyckaOwKBAhVu1VJfSkoKoqOjERkZic2bN+t6uouNNWvWwNDQkHOfKmBmZsY6GssDmu555YFKv379IJPJYG1tzc7PvHnzytS7Thk8Hk/jILF9+/Zo06aNxnX8/Pzg7u6OyMhIdm2Eh4fDx8cHS5cu5Sy7bNkytp2FCxfC29u7zI5d+V21du1aiMVizJo1q1gdZ2WBf2RQw+PxkJ6ezv5XmMYpoPriU637x8bGonbt2pDJZGjQoAGEQiF+/vlnxMTEwMzMrMxNLlWhi+x9y5Yt1cjNCmzcuBG//PILWrVqVex99+nTB87Ozjh06JBO0vX5+fk4cuQIZs2ahUWLFrFRUWmhzMFQZCNiY2NhbW2NmjVronbt2ggICMDMmTNhYGDA+DaFBTVv375F3bp1wePxYGhoiN27d6Nhw4aIiIjAx48fERoayowzgYKsT0REBBo3bszZjre3NyNI37x5EyKRCC4uLjAyMkK1atUgFArx/PlzpKSkwNraGkTEsg8SiQQVK1bEkSNHmGmi8qSK1NRU7N69G+np6fj48SMyMzM5raGqU3ERExOjlsHr0aMHrK2tmflnaGgounTpArlcjoEDB3JextOmTYORkREMDQ3h5+eH2rVrcyYigoGBAdzd3eHl5QUvLy/ExsZi8ODB8PT0ZFml8oCfn5/Ge2ThwoUQiURMXl7BdRKJRJg/fz4ArvWBQCAAn8/nWB1UrFgRZmZm2LdvH/r164fZs2eDz+djypQpnHZbFxcXNGvWDL6+voxY7uzsDIlEAmtra3ZMYWFhqFGjBrp166axy+n+/fvQ09NjA4dGjRqpBQJPnz7V2gjQsWNHDBs2jP3/+vVrmJiYwMvLC+Hh4RAKhdiwYUNZnHY1NGrUiJFwVTF79mzUrl0bjRo1KvH2z5w5gy5duiAgIADPnz8HAGzYsAFnz55Vu+f37NnD1lu6dCmEQiGCg4MhkUjYO2Lt2rUICQkp8fEUBt6/LDJUB8lyuZzJH8hkMty4cQPXr1/H1q1bwefzIZVKkZKSAmNjY6SkpEAmk+HAgQNq8hWqZs1lxW3UhKK6eMsL/9igRnnEpHryVV98ISEhkMvlkMlkjODH4/EglUrZg1kul+P27ds6axiUBgMHDoRcLkeNGjXQp08ftYALKEir3rlzR+P65ubmkEqlkEqlRabRVWFmZoZTp06pzT958qTWUWB5QJFp4PF4CAwM5Oh21KlTB3369GHZrM2bN0Mmk+HgwYOFBjUKZGZmsnMikUhYd9K7d+/Uyk03b95kWYj8/Hz8+PFDY6npyZMnqFOnDsdXzN/fH87Ozujduzfb3vv37xEeHo6AgIBCjzEjIwOhoaGMqKvqT6RJf6kkruxyuVwtK5iXl8e0Q759+4Z58+YxzR2JRIKePXuyZR0dHVmXoKLMo7j2pFIpzMzMYG5uzplUNVjKshSsnCVUJgV//PiRs59nz55h7NixEAgE6N+/P+bNm6dWunj79i0WLVoEqVQKIuIQ5dPT02FlZcUIw4o2cplMBrlczjKXRITg4GBcvHgRAHDnzh3Mnz8fy5cvh56eHtverVu3YGhoiMDAQE6Xk6WlJSvvKsikFy5cgK+vr9rvvXPnTq0dTI6Ojpyuml9++QWVKlVi3+mXX37h6B+VJSwtLXHt2jX2v2qJ0MDAAHp6emjRooXaZ0VBV00u5XteAQ8PD2zYsAHfv3/nvCMUmlO6ICkpCS1atEClSpVQqVIltGzZEmfOnNG6PI/Hw4IFCzRm6seNGwcbGxu1Vm89PT1s2bKFHfP+/fthZ2eH4cOHq7Xhz507F3Z2dgAKSt0llfDQBf8Lav5GKHMNYmNj1XgGffv25TwQ5s2bhzZt2nBGulKpFM2aNcP8+fNhaWmJ4OBgNG7c+G+xdtelnKBJ6EuB3NxcLF++HHw+Xy2NXhQkEonGYCklJYVF/YVpP6jqvZQW0dHRnN9FW+1569atkEql+PXXX3V6uefn5+Pt27ewtLRU+y65ubkYO3Ys6tWrh44dO8La2hqzZs1i7dQikQjXr18HAE6p6dGjR5wyjFgs1igid+vWLYhEokJNE5UNMiUSCbZs2YKkpCQMHz4cAoEAo0ePZuuMHj0a1tbWJUr9WlpaYu3atWrzV65cCaFQiMDAQBgYGGDs2LGYP38+tm3bptaCvnz5cly7dg0//fQTTExM4OvriwULFuDdu3eF7luTlEJpoTygMTQ0ZAKar1+/hkAg4Cx77949GBoacuYpMjRhYWEQiUSoVKkSBAKBmnRBVFQUgoKCIBaL2cM9JCQEO3fuhKenJ+NI8Xg8nDp1isObunr1KqZNm6Y2ys7MzGRdTmFhYRg7diynky0mJgaGhoYwMzODVCpFhw4d2Gc3b96Eg4MDxo8fr/G8iMViTiYwLCwMI0eOZP/fv38fpqamRZ3eEkEoFHK+h6pYYPv27cHn80skJFgaTS7lc6K87oMHDyAWi4vc98aNGyEQCNC+fXuWmWvfvj2EQqHWcp4uJddr165h+/bt2L59O65du4aIiAjGjRk+fDhcXFwQEREBIoK5uXmhZs3t27cv8nuUFP8Lav5G6MI1UE4v2tjY4Pbt25xtuLm5YcuWLbCxsUFQUBAGDhwIMzOzYmkYlCecnZ2xd+9erZ/v3r0bTk5OGh2EC0NoaCgiIyPx9etXNi87OxuRkZFo0KABgMK1HzTpvZQlGjVqhF9++UXjZ1u2bGEkUG149eoVoqKiYGRkxBHPq1WrFk6ePIn09HSmihscHAw9PT3UqFEDdnZ22LRpE9avXw+xWAw3NzckJCSwUhNQkLY2MTFBx44d8fr1a/j4+GDatGmcwCYtLQ3Ozs4s+6KaeVHA0tKSBU7KD4+AgACNJYbNmzcjODi42Odz+vTpEIvF6NSpE6ZOnYqpU6eiY8eOEIvF6Nu3L+zs7NCvXz+NZGZN+PbtG7Zs2YKGDRtCKpUiMjIShw8f1khu1SSloDwVB5qCiJo1a6J3795ag4ixY8dyzlmHDh3YIGDAgAGMh6dQKVaGpaUlli5digoVKqhpQSnI3ZrcvxWTVCrF6tWri/xe9+/fx4QJE+Dq6go9PT0YGxuDz+ejUaNGTEeqSZMm0NPTQ0BAAOe+VUaFChXY9QQUZGSVW4gfPHhQbuJ7fD5fa7MBUHjJuCgoK4IXV5PLw8ODcWeU1124cKFORHV3d3eNQfmcOXPg7u6ucR1tQnknT57U2pSQlpbG7rusrCz07dsXVapUQXBwMFq2bMlI/R07dtRp4FpW+F9Q818MmUymVnIZNWoUYmJiYGBgwDQMFHox5W3trgsGDhwIb29vjQ+x7OxseHt7sw4VRRrdy8uryIfHrVu3YGNjAzMzM63S9YVpPwCa9V5KiqysLIwbNw4BAQGoVKkSKlSoALlcDicnJzXLCKDg5a6tHv7x40c4OTkx0uqyZcvw66+/IjAwkAU4yhok1tbWGDlyJPh8PrZt28a2s2TJEhgaGsLHx4eNipKSkiAQCGBnZweRSIS0tDQkJibC0tIStWvXZjYLNWrUgFwux5YtW2BgYIDk5GQcPnwYtWrV4qStDQwMWFlI+eGhr68PIyMjte92//59rWTdorB9+3aOmikpadLoQmZ+9uwZlixZglGjRnHKpDExMZg0aRKcnZ1hb2+vRnRWVUdVVUotDjQFEcrfRyKRsCDi1atXGDFiBAQCASdLp8n6APi3SvG2bduY1YFYLIalpSWGDBnCfp82bdpg4MCBMDU1xePHj/Ho0SPweDwMGjQIYWFhjDf18uVLtX1oIp9XrVoVRITq1atj/vz5SE9Px/fv3zFjxgxUrVoVEokEEokEVatWxfTp0wvNjoaHh6Nnz57Iy8vDzp07IRKJ8P79e/b5b7/9pvVFXFrweDw0a9ZMoyaTubk5GjVqpHZdqZYLtcHJyQnHjh0DAJ01uRRaMStXroStrS22bdsGmUyGrVu3so7DrVu3FrlvkUikMVuempqqNaDSlqnh8XiQSCSoX78+EhIScO7cuWKrd5c3VGkQmjoty4sfp4z/BTU6oHPnznBycsKePXvYy2fPnj1wdnZmZMmEhARUrFgRBw4c+FuO6dKlSxg5ciQ6dOigsc6cnp4OGxsb2NnZYebMmdi3bx/27duHGTNmwM7ODlZWVliyZAknjT5u3Did/KyKkq7X19fn8A+CgoIwZcoU9v+jR49gYGBQJudBUf6Ji4vDvHnzMH/+fM5UHCQkJMDFxUXjqPH169dwcHBA3759IRKJcO7cOfaZWCzmnLeHDx+qlS38/f2Z95Li4ar8ctUk2qb894kTJ+Dr68u2p00e38DAQCNvYuTIkaVShNVEWtY2KeP48eOQSqXw9vZm7abGxsYwMjJCQEAA4uPj4eTkBFtbW5078Ep6/Iog4tKlS+xYJ02aBJFIBD6fz0iZqqRgoHApBYVKsWI7iqlWrVr49u0b+33Mzc3RuHFjNfsChSpwYdBEPh81ahScnJzKhMN348YNmJubs++gSg7v2rUr+vbtW+r9aIKmspJiIiJ06NBBrdSkqVyoCdOmTYOnpycuXrwIQ0NDnD17Fps2bYKFhQUWLlyocR3lbMmmTZvg4uLC7lVbW1s2UCkKlSpVwrJly9Tm//rrr3BxcdFpGwo8fvwYa9asQffu3eHg4MD4WY0bN0bNmjWxZMkStbJvXl4e7t+/j7Nnz+L06dOcqTygS/Xj75BK+V9QowM+f/7MvCuUR6QdOnRAVlYWgII6pzLZrSTQVT1z69atEAqFzLSuRYsWcHNzg5GREefmf/z4McLCwtRG1NbW1pBKpWppdF2g+L6Foay1HwqDkZERJ8AoDWrXro01a9Zo/Xz16tXw9/eHpaUlR3o+MDCQlZgA4O7du4xnoig1yWQyrFmzBikpKSyoSUpKYr+lQg7dwMAAW7duRVJSEmxsbDBv3jwkJSXhr7/+4mRaNKkWe3h4wNjYmKn3KtqLHR0dIRKJ2EtRMcrv1KkTZzReGL5//45nz57hyZMnnKko+Pn5YcKECQAKgq87d+5gzZo1TPOlXbt2SExMVHsgq+773r175TYyffbsGebOnYv+/ftrJQUD/5ZS0FQqA7gqxcnJyWq/j0JiQNXA9O7du0VyqLTpHIlEojIj6L99+xb79u1jpGVl/PbbbxrNGcsLJeEcaUJJNLk0ZUu+fPlSbHmBpUuXQiQSoV+/ftiwYQM2bNiAvn37Ql9fX2OwUxykpaVh9erViIqKgkQiYdnTESNG4Pr167hw4QLzfdJVI+f/Cv4X1BQDnz9/ZjeWJpPL0mLAgAGQyWRo3749hgwZgqFDh3ImBapUqYLFixcD+PeoPz8/H71792YvEGW8f/8eycnJ+PPPP/H+/XutaXRdIJPJ0KNHD43megoUpf2wadMm1KxZs9j71gRHR0etXV7FhYmJCe7du6c2/+XLl9i4cSOWLVsGY2Nj1K9fn5Fus7KymIeRApMmTQKPx0PDhg1ZqcnW1hb9+vVD27ZtOWlwRcZPgTp16jAulLJpYrdu3eDl5cXZjzbi6NOnT/Hzzz+zzJ2FhQU73ps3b0JfXx8///wz/P39iyRbPnjwAHXq1NHoZM/j8Qp9EQNcd2ORSAS5XA4fHx+MHDkSFStWLHTfX758Qc+ePaGnpwc9PT12zgYOHKi1BVhX3L59u9BjnzVrlto6Q4cOxciRI9GxY0ed9qH6+1hbW6sZiqalpcHS0lIjh4rH47FA0sjICMeOHcOTJ0845PMqVaqomdj+X0BZcY4U0KTnpM0YVZtWTEmwZ88eBAUFwdTUFKampggKCiozjRtF9qZbt24wNDRk7ed8Pp8NbI4dO4YPHz4gMzOTM/1fxv+CmmJCUX4qj84MMzMzjQaQqpBKpWzUZmpqyrIGd+7cgZWVVZkekyr27t2LiIgICIVCuLq6Yvr06Xjx4gVnmcK0HwCo6b2UBhs3buSYAJYGenp6HP0ioECwzNjYmOOIqzxq1URidHFxQVRUFIB/B53Dhw9H1apVYWVlBUNDQ6SmpuLcuXNwdnbmeIUdPnwYu3fvBgCOaaK5uTlOnDhR5Hd49uwZp0UcKFzNuKgOkMDAQNSrVw+HDh3CtWvXcP36dfz2229M3LAwMjNQQJhVBJ1EhAoVKqBVq1YIDQ0Fn89nvCzlSTFw6Ny5Mzw9PbF27VqOltS+ffs4pbjiIC0tjaktF3bsFhYWamWGAQMGQCAQQCwWw9HRET/99BNiY2Ph4uICFxcXrV5dChw4cAACgQDdunVjbboKQ9T169ezTJaCT6XJS4rH43HI51OmTIG+vj4OHjyIly9fllqX6L8F2sqF2jhHxcG3b98wZ84crde+Nq2Yv1sZVxVPnjzB+vXrER0dDUdHRxgYGKBx48aYPHkyzpw5wwaOz549g1AohLOzM0cW4J+Cf6T3U3GRn59PU6ZMoTlz5lBWVhYREQmFQtqxYwedO3eOatasqeZlNHjw4GLvRyQSkYuLS5HLmZiY0OfPn4mIyNbWllJSUqhKlSqUmZlJ2dnZGtdZuHAh9enTh8RiMS1cuLDQ7Rd27K1ataJWrVrR27dvaePGjbRu3ToaP348NWnShHr27Enh4eFkbm5OZ86coY8fP5KBgQHHK4eIaOfOnWRgYFDk99QFc+bMobS0NLK0tCRHR0cSCoWcz69evarztgCoeUiNGTOGWrduTatWraJHjx6Ri4sLde/enY4dO6Z1O69evaL4+HjOvGnTptHz58/pxo0bxOPxyNPTk/Ly8qhz5840btw4tpzCZ4qIyMXFhe7du0fv378nExMTnXxv3r17R6tWraLs7Gx6+PAh7dy5k0QiEW3bto3q1KlDx48fp27duhFRgW/Rp0+fCt3e9evX6cqVK+Tu7s7mjRs3jjw8POiPP/4gJycnSk5Opnfv3tGwYcOoZs2aVKtWLXr69Cnl5ORQVlYW1axZk/T19cnLy4uePn1KT548oSdPnlB+fj6dOnWKAHC+W7Vq1Yio4L7j8XgUExPD8a/x8vKitLS0Is+FJgwZMoScnJzoxIkTnGMfPnw4zZ49my2XmJhIjRs3JiMjI2rXrh39+PGDtm/fTiKRiHx9fenhw4d08+ZNEggE9PnzZ+LxeGRkZMTWf/78OQmFQuYrtGTJElq5ciUFBgbSvXv3aNeuXSSRSOjTp0+0atUq6tatGw0aNIj4fD4tXryYnJ2dKSsri3bv3k08Ho9evXpF06ZNo9evX1NcXBzZ2tqy34KowEdI+RwqzmleXl6JztN/Gg4ODpSbm0vdu3cnMzMzcnBwKNb6379/p0mTJtGxY8dIJBJRXFwctWrVitauXUtjx44lPT09io2N1bp+fHw85/csDa5cuUJ3794looJrV3F9FwfOzs704cMHCgoKonr16lHfvn2pZs2aJBBwX+G5ubl0+fJlMjY2pmfPnnF8rf4x+A8HVf9fYPTo0bCwsMDSpUvZKNLMzAx8Ph9GRkal7sxQYPbs2fjpp5+01uwV6NSpEyOdJiQkwMLCAr169YKDg4NWQSpHR0dkZGSwv8uqqwQoaHHU19cHj8eDhYUFxo8fXyaZE12gySFdk1t6bm5ukURUTSM0Ho8HuVzOHIv5fD6mT58OExMTJCcna8zU2NrastZJRfnlyZMn2Lp1K+zt7ZGYmIjt27eXyr9LG2bPng0i4oiNtWzZEh4eHnB1deWM8o8cOVKks2/NmjXVSo1mZmashVQul7OSXdeuXSEQCDB79myIxWJMnjwZkZGRMDIywoIFCzjtpm3atMG5c+fY6Hvv3r2MWKm4x4RCIRwdHbF3715Oye769esl1oLSduyqRGzFPIU7dXh4ODw9PdUyedqgidirqeRnbGzMsn7Ozs44efIkpFIpjhw5olO3moKLpTytWbOG/a2KwmQe/hthZGRUojJ/XFwcjIyM0LZtW1hbW0MgEKB3796oUqUKtm7dWmimp6zsOV6/fo369euDx+NxniehoaHFLm9ZWVnB2NgYLVu2xJw5c3D58mXOe+LkyZPo1asXTExMYGRkhNDQUDg4OGDNmjW4fPmyVg+5/4v4xwc1jo6OaNiwIWdegwYNOC93a2trNa4AUJAGt7GxKdX+VVPVRkZGcHJyKlQ98927d6zkk5eXh+nTp6Nly5YYNmyYzsTP0iI9PZ359kilUnTp0gUnT57Ehg0b4OXlVSpZ89LgwIEDamJxihS9np4eGjVqpPUcaVLxlMlkmDx5MmdeTk4Oq10rOiOU0a9fPxARXr16BUNDQ9y/f5+1cysHWpqg2qKuaE3X1qKuCkW5Cvh36UuTmjFQwBFRtPVrw4kTJxAQEIBTp04hIyMDHz9+hJGREW7cuIGPHz+yFzEA1q6u2LeCS6OLyrafn59a6bVu3bro27cvqlevzjqIgAJOTZMmTYo8F5qgKYgAoEbEVmDPnj0QCASoUqUKM0dNTU3F4cOHGSdDk5eZTCbDzZs3Ub9+/UJLfpo4VO7u7mjSpIkah+rHjx/YuXMnEhISkJCQgJ07d2okT9vY2GgMBHbt2lWusvjlgZKW+Z2cnNgz+9atW+DxeOjRo0eRA0ZAu1ZMcdG+fXvUrFmTw/m7ffs2atasqTMvSxl3797Fr7/+ivbt28PS0hJGRkZo3rw55HI59PX1ERERgZ07d+Lbt29aTTT/CURhHgD8p7NF/0lMmjSJLCwsaMCAAWzekiVLKCMjgyZOnEhERGKxmG7evElubm6cde/fv0++vr709evXEu+/ONbva9eupcePH9OxY8coJyeHgoODydvbu9j7TEhIoBEjRqjZ23/9+pV++eUXmjBhgtZ19+zZQ2vXrqUjR46Qp6cn9erVi7p27UrGxsZsmbS0NPLw8KCcnJxiH1tpUb9+fWrXrh37Pc+fP09169alhIQE8vDwoLFjx1JYWBjNnTtXp+3Vq1ePOnfuTP369WPzJk2aRMuWLaMaNWrQkSNHKC8vj/r06UPLly8nIqJnz56Rvb09CQQCysvLI4FAQLm5udSkSRNKTExUK8cpAIA6depEZ86coaioKLK2tlYrOQ0ZMqTQ45VIJPT9+3fKz88nQ0NDunHjBjk7O9PDhw/J09OTvn37ptP3VkBRjlM+jvz8fPZZhw4d6MOHDzRu3DgKCQkhJycnevDgAVlbW1NiYiJVr16dHj58SNWqVaOPHz8WetxXr14lDw8PNu/cuXPUpEkT+v79OwmFQurbty/duXOHzp8/T6dPn6YaNWoU67sQEdWtW5eGDx9OrVq1os6dO9OHDx9YqWfv3r3UsGFDtiwAunz5MuXl5ZGLiwsZGhrSpUuX6O3bt8Tn8yk1NZWcnZ2Jx+NRv3796Ndff2Xrmpqa0v79+6levXpUq1YtiomJoVGjRhEA+vjxI5mYmBBRQbkAAIlEIkpOTqYWLVrQ/fv3SSAQ0MyZM6l79+4kFArp7t271KFDB3r79i1VrlyZiIgePHhAFhYWrMyiKDeuWLGCli1bRitWrKCIiAgiItq+fTv17NmT1q1bR5GRkWrn5cePH5SXl0f6+vps3uvXr2nZsmX05csXCg8Ppzp16hT7fBcXqampdOrUKXrz5g3l5+fT6dOn6fz58+Ts7Exdu3bVucwvEono0aNHrEwnkUgoOTmZqlSpUuQx8Pl8Sk9PpwoVKpTquxgZGdHx48fJz8+PMz85OZkaN25MmZmZpdr+3bt36dSpU7RmzRpKTU0lHo/HtvnkyZNC1y1uOa8kyM7OZmVoZfj4+JTvjv+TEdX/L6hVq5baiDY2NpYRP5WFhYYNG4YxY8ZgzZo1RcrAFxeK1LQi8hYKhdi4cWOxt6NtJJKRkVFkFC+Xy9GnTx8kJydrXSY7O7vIjERpYGJiwkbNmspFhoaG7P/Y2FjOqD4xMVGrRsSff/6plpZeuXIl0yL69u0btm/fDhcXFybKNmPGDNja2sLFxQXR0dHIy8vD5cuXwePx8PTpU1ZqWrZsGerUqYNbt25xbBYU3WoKmwUiQtOmTbWqh2ojoyomsVgMHo+Hjx8/QiaT4fr16/j48SOWLVsGNze3YptcaipvzJo1CwkJCUhKSuKQmfX09FhXXlBQEOtQ0kVlu1q1aoiKiuJ87+/fv6NVq1YwMzODn58fPDw80KVLF047fXGhiYhN/zLVbNKkCdNHUeiBKGQSoqOjUalSJdjY2DA35MTERNZ27ODgwEnv16tXD66urpBIJBAIBHj+/DnWrl2LESNGwNLSUmNWUAFN/l2kRBRW4P3796hZsyb4fL6at1G9evVgYGCAd+/eYfPmzZBIJByFYFVER0ejT58+7P9Pnz7Bzs4OFhYW8PHx0WgFUdZYsWIF9PT0YGlpiapVq8LX15fZjohEomKVylVVipUzfX8XDAwMNMp8XL16VU3HqrhIT0/Htm3b0LdvX0ba18W64e/Amzdv0Lx58zLznysu/hfUKOHHjx+4du2aWnkiKSkJMpkMHh4e6NmzJ3r27MleQBKJhJlcGhgYwMjICLVr12YvW1V7hcKgKY0N/Fs9MygoCBEREXj58iXev3+Pn376iePkqyu0tSyeOHGiSM2Lv4srUxjWrVvH1FFVXwxCoRBz5sxh//v5+XHacx8/fqw1Ba8a7BkaGmo0OlWWXlfg+fPncHNzQ+fOnSEUCtVKUsbGxkznSE9PDzweD/r6+kzoTWGzYG5ujgoVKmDmzJkaj7EwobLo6GhUr14dxsbGHFE/xd/ajC7LAu/evUNcXBymTp0KAExl28XFRSeV7T///BMVKlSAhYUFGjRogODgYBgZGcHIyAiHDx8uk2PUhmPHjsHY2Bg7d+4EUCC016RJE1SuXBmvXr1iy6laUyifT8X5VRVUrFixIgYNGsR0eFRLfhs3blTTftIUSIpEIqxdu1aNJ+Pu7g6hUMiOSdnbSCwWw9XVFVKptMg2YldXV47Vw+LFi2FjY8Paf+Pi4srNmVoBe3t7jr1KaaCqUiwQCNC4ceNiG2KWBuHh4ahXrx6nO/T58+cIDg5Gq1atirWt169fY/v27ejfvz/c3d1BRBCJRKhbty7c3d1Rt25d1KpVCxEREWjdujX8/f3ZpCpboIlKUZbo3LkzgoKCcOnSJchkMhw9ehQbN25E5cqV8dtvv5XrvoF/eFAzZMgQxjH48eMHgoKCmFKjqi3CixcvMGbMGLRp0wZt2rRBo0aN0KxZM85INzMzE+3atcP8+fPx5csXREREoHHjxjofjzaCmkI908jIiBMkffnyBXp6eowAXBQUgRafz1fLcMjlcvD5fPz00086H68maLqBtE2lRW5uLtavX88hb1aqVIm9BD9//qym/nvlyhWtgZvq+dfk3s7j8eDk5MQRE1TgxYsXcHNzY0JfylAOvBQ2DOvWrcPMmTPB4/GYzcLGjRtRu3ZteHp6luCM/FtsTNF+TkQQCoUwMDAolcnlly9fcPfu3WIRDi9cuIA5c+borLKdlZWF5cuXo0uXLhyxNLlcXiaBTU5ODvT09JjrujKUScEtW7YEEamJUqpaU5w5c4a1Hcvlcq1tx3p6erCxscGYMWPUhPfMzc0hk8nQqVOnQrWjfHx8NLb06+vrw83NDfv374dYLMby5cuxf/9+LF++nPG4YmJiirzvpFIpJ5PRunVrTvB1+/btcve0Ux1EqCI/P18nTgxQdPCvqyFmafD06VP4+vqy9mpnZ2cIhUJUq1YNz549K9a2FBY8gYGBGDt2LJo0acKeVd27d1dTX1bc+6rB9t/BqbGyssKff/4JAIxTCBS8G5TtcsoL/+igxtbWlnkU7d27FzY2Nrh//z7GjRuHwMBAANrl0TWZXAIFbtUK8vCVK1d0sqjXVT1TU9BTHNOwdevWYe3atRrt7bds2VIsZWFt0EZO05RSLwtIJBKONP/o0aPh7u6ODRs2oGPHjrC3t+e8KJYvX671xtIlqOHz+YiJiUHPnj01buP58+ewtrYGEWl8eQIFtgrKirU8Hg8eHh7MeM7AwABEBG9vbzZPMekKZbGx4OBgbNmyRW0ZXUwulVPJyg9KxdSjRw+1Sdvx6KoK3LhxYwQGBuL8+fO4evUqWrduXWxZeW1wcnLiGDcqY+/evYwUXLlyZVy4cIHzuTZrisjISDXrA+DfxN7hw4ejfv36sLS0BJ/PR7169bBhwwZkZ2cjNzcXBw8eROfOnZlZ5k8//YTDhw9jypQpiIqKQlRUFHr16gUPDw/s3LmTaWXt3LkTQqEQU6ZM4WTjlLNFur7QTE1NOc8za2trbNq0if2flpZWYu8wXdGzZ0/8+uuvavPXr18Pb29v6OvrQ19fH1WqVMGGDRvK9VjKCvn5+Th69CgWLlyIhQsXMh+q4uLw4cM6qbn/N8DQ0JBlsu3t7dmg8uHDh+V+DQH/cJ2ajIwMsrKyIiKiQ4cOUWRkJLm5uVHPnj1pwYIFRFSgR3Pz5k21dT9+/Ehv3rwhT09Pzvy3b98y7Q9jY2OdyLK+vr7E4/GIx+NRaGio2ucSiYQWLVpEvXr1oiNHjnD0E/Lz8+nEiROUkpLC5oWHh2vcT/fu3YmIyMnJiQIDA9U0XcoCChIpEdHx48dp1KhRNG3aNAoICCAiogsXLtC4ceNo2rRpZbK/WrVq0bVr1xjxbcKECfTixQsaPHgwWVlZ0aZNmzjE3K1bt1LLli1Ltc/x48fTvXv3NH5ma2tL2dnZJBAIqGrVqiQSiUgikRBRAfE0NzeXkUDr169PERERVLFiRQoLCyO5XE5EBdflypUrqV27diU+xqdPn9KzZ8+oXr16lJycTCtWrFBbpmbNmtSrV69CtzN06FDKzMykP//8k/z8/MjS0pLs7Ozo3r175O3tTR8+fCh0/ezsbBo0aBCtX7+eiArIrc7OzjRo0CCytbWl0aNHs2UVJNFz585RVFQU0wKqXLky7du3jz59+sTOUUkxduxYGjNmDPF4PBKJRGqfW1hYkLGxMeXm5lKLFi3I19eXjh8/TkREs2bNogYNGtDly5cpJyeH4uLi6Pbt2/T+/Xv6448/6M6dO4wY+fTpU5oyZQplZmayZ0RWVhbbfv/+/WnQoEHUsWNHiomJoc2bN1N2djbt3buXli5dSkuXLtV4/O3bt2ekbRQMSmncuHF08eJFatSoER06dIiePHlCsbGxNH78eBo0aJBO58XX15c2btxI06dPp7Nnz9Lr1685z6K0tDSysbEp1rkuLlxcXGj8+PF08eJFqlKlCgmFQjp16hQdOnSI6tatS1OnTiWiAgJ5v379KCMjo1Ctmf8G8Hg8atSoETVq1KhU21HWr1JFaGgo7dmzh9OsQUT06dMnatWqFZ08ebJU+y4uKleuTPfv3ydHR0eqWrUqLV++nBwdHWnZsmVkbW1d/gdQ7mHTfzHs7e1x5MgR/PjxA3Z2dqzel5KSAmNjY7bc0KFD1TgBuphcbt26FTVq1CjyOHRVz9TUplfa1OLXr1/LTYXUy8tLo53CmTNnyszxd/v27XB2dsaiRYtw/vz5UukxqGbKZDIZI4PeuHEDJ06c0On8aiKBTp06FRYWFhCJRDAwMIC9vT1kMhkcHR3VMjo7duzQ6brRhIyMDISGhrJrIS0tDW5ubvD29sawYcM4y+picqmcShYKhTAyMoKvry969eqFWrVqFXk8gwcPRo0aNXD27NlCVYGVSaJEBC8vL/j6+sLX15dlr8qC6Onr68vUeuVyOZOvV0yKsoSyz5tYLGZlWmNjY4jFYo41xYULF9RUikkLsTc8PBwBAQH49OkTVqxYwRzgfXx8ABSocTs7O8PY2BhExDg1J06cQJMmTVClShUO1+bUqVOIiYlh5Tr6F5enuGXkpKQkSCQSODs7QyKRqGUi+/fvj27dupX6/BcGTbpZAoEA5ubmaqTgdevWwdHRsVyPpzT49OkTLl++zLSxrly5gqioKLRr146TASsLaKMt7Ny5EzweDzExMTplU8sKGzduZLIaly9fhrm5Ofh8PsRiMSuzlyf+0ZmaHj16UPv27VnrrKKd888//+QoqP748YPWrFlDx48fpxo1apBMJiMTExOSyWQUGRlJ+FdXvEAgoO7du9O8efOIiMjd3Z1WrVpV5HEosgzKWQ5NKOpzXZGdnU1xcXG0Y8cOevfundrnZaVCmpaWpjZ6ICpodXz8+HGZ7KNjx45ExG3t5PF47DdJTk4mHo9Hjo6OZGZmVuT2GjRowNYlImrRogVnm4pRck5ODu3bt48uXLhA6enpRERkZWVFgYGB1KlTJ7UsQEBAAPn7+9P69evp7du3JBQKydjYmKKjo6lPnz50/vx5tmxubi7FxcWV5HRQbGwsCYVCevr0KWuPnjdvHrVu3ZpSU1NZW3VycjKlpqbS7t27C93ely9fWGurtbU1rVu3jtLT02nJkiWUnJxM7du3p5iYGGrcuLFGxeN9+/bR9u3byd/fn/O5qirwlClTaOrUqTRq1Cimqmtqaso+DwwMpLt37zIlbaKStYa2atWK8z/+1WItk8lIKBQyGYeQkJBCt6PIehIRtWzZUk2l2NfXl9zc3DgZFxMTE5o6dSr5+fmRoaEhNWjQgJ48eUJ3796llJQUatasGZ04cYJyc3Opb9++NGTIEM5zyMrKimrWrEnBwcGcYwkJCaGlS5fSX3/9RVlZWdSsWTMaOnRosc5LcHAwXblyhY4ePUpWVlZqbd++vr5Uq1atYm2zOABASUlJVKFCBZbZJCqQ07hw4YKa0npgYCC9evWq3I6nNDhz5gy1aNGCsrKyyMTEhLZu3Urt2rUjW1tb0tPToz179lB2djb17t27VPtRriDcuXOHPYeIiJYuXUorVqwgoVBIGRkZOqmRlxW6du3K/q5RowY9efKE7t27R/b29mRubl7+B1DuYdN/OXbu3Im5c+dyiFvr1q3jdAsUZqVet25dNpIvSrFWE/bv34+cnBz2d3kSaxX46aef4OHhgV27dkEikWDNmjWYPHkyKlasWOQoojjicHXr1kWjRo04RN709HQ0btwY9erVK5PvopzVUkxHjx5FrVq11Lp86tevj7t37xZrW7t378bq1as582bNmgWBQAAigrW1Ndq1a4f27dsjODgYYrEYLi4uuHfvHkcoTSQSaeRy3Lp1i9OKqa1DSVcekmqHjiIzcvbsWQiFQtb1MWbMGI1O1KqoWbMmI+m2bNkSUVFReP78OeLi4piYoLOzM+zt7TVe/xKJhB1DYarAyiRRTVys8hIQy8vLg1Ao1End+ffff+dkHhVu5yKRiM1XqBT7+Phg9uzZairFhw4dgq2tLRNvNDAwgEgkgpmZGQYMGIDz58+jQoUKnE4koMCDrHXr1hCJRGjevDmGDRvG+IDK+PjxI1q2bIlevXqV5HT8x6Dtd/Dy8mIddcqYPHkyvL29/67DKxbq1q2Lnj174vnz50hISICxsTF+/vln9vnkyZNRtWrVUu9H+Vmhep/Qv7qjimP6+X8F/+hMDREx3oKyKJnyKIyI6NSpU4Vu4/nz50REJfIzatWqFRN6Uh1FKoPH46kdR7169Yq9PyKigwcP0oYNGygkJIR69OhBdevWJRcXF3JwcKDNmzdTly5dtK7bq1cvOn36tFZxOGWsWbOGWrduTfb29mRnZ0dEBcJ0rq6utG/fvhIduypURaTS09OpU6dOZGFhQXPnziV3d3cCQHfu3KGVK1dSvXr1KCUlRaOwliZBqn79+lFISAj77NatWzRq1Ciyt7enPn360KJFi8jLy4smTZpERP+uY1erVo14PB4TSvvx4wc1adKEjh8/zhFMfPPmDWcUunfvXs7+c3Nz6dq1a7R+/Xo1PylN+PLli5qoIlHBiNfQ0JD27NlT5DaUMWTIEDYinjhxIjVt2pQ2b95MIpGIZs+eTe/evSMAWrN7NWvWpMTERMbtUFwvq1atYjwrIqLIyEg6evQo9evXjx49elSsYywJlP147Ozs6N27d+Tq6qpx2W/fvlFOTg4NHz6c4uPj6dOnT/TkyRMaNmwYDR8+nFJSUmj+/Pnk4+NDpqamlJqaStOnT6ehQ4fSkydP6Pnz53T16lVauHAhnTp1ioRCIYWEhNDx48dp1apV1KVLF2rSpAnjfnXo0IFiYmJo9uzZFBgYSFOnTmWcKDMzM3r+/DmdPn2a5s+fT66urjRw4EAaOHAgff36lfz8/Oivv/6i/Px8OnnyJDVs2FBNsK4w4cmTJ0/Snj176PHjx8Tj8cjJyYnatWtX4meNruDz+eTq6qr2O8THx1OHDh3ozJkzFBQUREREf/zxB504cYJ27NhRrsdUUty8eZNWrFhBtra2NGrUKJo0aRJ16NCBfd6xY0eaOXNmqfdz9+5d0tfXJ2dnZ0pOTiYLCwv2WbVq1ejixYtqgrF/B4YNG6ZxPo/HI7FYTC4uLhQREcHJxJYp/tNR1X8SP378QEJCAmxsbKCnp8dGiuPGjWOt3tu2bUPnzp3Rrl07DjM/Ly8P8fHxrBVa4QOVkJDANCnKGmXhLwUUSLg/efIEQEEHmIIz8fDhQ8hkskLXNTIy4rRIF4X8/HwcOXIECxYswIIFC3D06FGd2zJ1xb179zBgwACEhobC3t4eFhYWGvk02dnZqF69OkaPHq1xOzNnzmTS9wBw7tw5WFlZsRHxp0+fUL16dfD5fMaD2bFjBzw8PDjb8fHxAZ/P5+gdbd++HYaGhnBzc8PDhw/Rr18/WFpaQiKRYMiQIRxOkyY/qc2bNyM8PLzIc6GtQyckJAR2dnYICAhg3k8bNmzQyHkqDO/fv8fUqVNZVqpdu3ZITExEXl6eRmdjQ0NDEBGkUin4fD4aNmyIRo0aQSaT4fLly2y706ZNg7m5Obp3747Zs2ez60UxlRU0+fEQEYyMjHD69Gm2XFZWFgYMGAALCws1LRo+n8+xPvD19YWRkZGaRg1p6BYjJZ6Nts7K79+/Y/DgwRCJRGx7AoEAgwYNYvpMOTk5WLBgAYgIkydPBlBwjbi4uDDhPwMDA7XMcv369bWem759+4LH48HU1BT+/v6oXbs2TE1NwefzMXDgwDL7DbThwIEDTKBSGZcvX0aXLl2YHliXLl1w9erVcj+ekkLXLsqSIC8vr8h3FlCgK5SQkFDCb1A6hISEQC6XQyaTlZmGW3Hwjw5q4uPj4ezsjE2bNnHS5Nu2bYO/vz+WLl0KHo8HNzc3VK1aFXw+HyNGjACg2eRyyZIlsLCwwJgxY0p0PF+/fi2z71YYFGRDoMDnavjw4QAKPHpsbW0LXdfR0ZHjZaIrvn79WubBDFDgZyMQCODv74/Y2FhUqFABrq6uEAgEGhVUt27dqrU1WpP4nkgkYmWa9PR0EBEMDQ2ZovCjR49gYGDA2Y5IJFLTwlF+4RX2suPz+UwPRxlpaWlFBpxAQTmrQoUKaNq0KUQiEdq1awdbW1sQEdq3b89RnV20aBHCwsIK3V58fDwTXOzfvz9MTEzg4+ODX375BXFxcZxl586dCzMzM3Tt2pW1sHbt2hUmJiaoWbMmLCwswOPxULt2bTVV4LI2WdUGTX48crmc/T4KUrBCGFEmk7ESrUQigaWlJTZt2oSgoCAsX74cQEG5WiQSISkpCZs2bYKdnR0LlObOnYs2bdpg1apVHIKvAubm5lpLX1++fIG3tzdGjhypVfRSIBAwknFUVBRraHjy5IlO14sCe/bsYQJ/yvdpXl4eVq9eDZFIVO6ibcoClcrkbMX0/wtU1YwNDQ05JPfSBDWa3lnr1q1DXFwc/P39ARQ0AIhEIujp6aFWrVoYOHAgR/U+Nja2dF+wCMybNw9t2rQpUw234uAfHdRUqlSJiagpR9N3796FsbExPD09OXL/GzduZGq05WFyqa+vj7p162LcuHE4fvw4J2tQlpg7dy4b/R47dgxisZg9xOfPn1/ouhs3bkS7du10UhbWdVRRGjg7O2P8+PHsfyMjI6SmpmLChAlwdnZWWz41NRVGRkYat6VphGVjY8NG8E+fPgURsRf13LlzsWvXLhgZGSE9PR03btzA3Llzoaenp9YpkpSUhLlz58LJyQm2traYNm0ae8Ft2rQJtra2aNq0KU6dOqX20MvOzsaQIUOK7FRSIDMzE1OmTGEdOpaWluz3VlWdVTZX1ATlQE9hB9CqVSs0b94cRMRRZ7WxsVHjkADAsmXL0KZNGwAFju7/SS6EXC5Xs/hYt24dJkyYAIlEwrrVTE1NMWrUKKxbtw6GhoZITU1Fy5YtUaVKFZ3czt+9e6dTEK+ps1IZUqm0UB0qR0dHiEQiZGVlwcLCggn0Xb9+XSeNLAVatmypNYMJFIz8dckUlgaaugY12Uj8t4PH46FKlSpMW0pPTw9eXl7s/ypVqpQ4qNH0znJzc8PatWthbGyM8+fPQyKRwM3NDWZmZjA3Ny9Wtq4sUJYabiXBPzqoEYvFTLhN+WF/+/ZtyGQyiMVijhx+Xl4eRCIRXr58CX19faaUqIx79+6V2IPj7NmzmDp1KkvP6+vrIygoCGPGjMHRo0dLtE1doCDE6tIC7evrC0NDQxgYGBQpDldUJqwsIJFIkJqayv5XvIQfPHigUegpPT0denp6GrelKajp3LkzAgICcObMGfTt2xdEhO/fv2PGjBmwtrZWsyOwtrZGjx494OXlpSaUVqVKFSQmJkIikeDmzZuckYzCZkEkErF2XkULsZ6eHlO7Lek5On/+PHr37s25ztPS0qCvr1/ousqWGgrl0ujoaDRp0gT6+vocdVaBQMBGaMrT1atXIZVK8fHjR1y7dg0SiaTM5QN0ha5+PJpKtE+ePEH9+vXB5/M5QXmTJk3Qr18/zvaSk5MRGxuL5s2bF0rsHThwIORyOYyNjREdHY3Y2Fi4uLiwSSAQoGHDhlql/SdMmAAigrGxMapWrcpK3yNGjICdnR06dOigkzWAchlaEy5evFhkFrcsURRhXmE38t+ISZMm6TSVBJreWRKJBMeOHYNMJkNcXByioqIAFAQRRdnelAc0KfIDwKlTp1hWOy0trdT+V9rwjyYKe3p60tmzZ9UIort27aJq1arRH3/8wSHZ8fl8EolE9PXrV6patSotXryYFi5cyFl38eLFVLVq1RIdT506dahOnTo0ZswY+vHjB126dImWL19Os2bNohkzZpRZq7Uyvn37Rg4ODjq7thZGZlbFhg0baMWKFdSgQQOOy3XVqlW1itcVFyEhIXT27FkO2fbz58907NgxCggIYEKICnz69InTsl0UYmNjadiwYRQcHEwymYyJto0aNYpGjRpFgYGB5OrqSv369SMrKytycnJiztaqQmlEBe2/+fn55OPjQ3w+n/2mtra2dOrUKapevTqZm5vTx48fad68ecTn88nCwoJq167NnJ2LCysrK7p58yatXr2aQyI+d+4cOTs7a1zHxMSECUK6ublxCOF5eXmUlZVF/fr1oyVLlrD5J06coDp16pCxsTFnefxLJE5x/Pn5+WwZ5Wv6+fPndODAAY3Ovrq6qheF0NBQGjJkCG3dupWJyb148YJiY2OpQYMGjBTs6OhIKSkpZGxsTO7u7rRjxw6aPXs2tWrVih48eEAxMTFsm1euXKFz587Rx48fqWvXrnTy5EmaO3cuGRgYsPOrIPaOGDGCQxJNSUmh6tWr07179+ivv/4igUBAnz9/ZufPzMyM3rx5QxUrVtT4ffLy8qh69eo0btw4atSoEfH5fNq2bRvNnz+fatWqRXv37qXGjRvTgwcP6PXr19S6dWuN28nIyNC6DyKiihUrapR/KGukpaXR2rVrKSgoiHr16kXGxsZ05coVsrCwIHt7eyIqEPBcuHBhmUlclDUUsgDlAU3vLAMDA9q9ezdVq1aNjh49yoi6YrGYvnz5QkeOHKF69eqRRCLhyFKUFyIiIqhnz540Z84c5lB+6dIlGjFiBHt/JCcnlx+JuVxCpf9PsG/fPhgZGWHGjBmQSqX45Zdf0KtXL4hEIhw9ehQ8Hg99+/bl1CJFIhF69uyJyMhICIVCmJqaMpNLDw8P5glTUty/fx/Lly9Hp06dYG1tDVNTU7Rq1arIslBxoAtBuixQVCasLPDrr7/CwsICAwYMwMaNG9Uk4lVHd4W1A/N4PEydOpWRU8ViMcaPH48FCxZgxowZSEhIUFv33bt3ao7amgwJladmzZqhWbNmauaEQEHGxsXFpUz9WaZNmwZnZ2fmYH727Fls2rQJFhYWWLhwocZ1SmKpoRDQCwgIYPdEYGAg9PT0MHLkSCQlJaF///4ICQlR45YcP34cUqkU3t7eEAgE8PX1hbGxMYyMjMo0Xa7Jj0ch8GZmZqbWIsvn8zklWh6Ph+joaNaqv3PnTnz9+pVZHYhEIhAR6tatyyEeK4i9YrEY69ev1/l4Dx48yM6fsjTCq1evMGLECAgEAsbvUngjValShbmlK+67/Px89O7dm7nCq0I5I6cJpeGB6AqFAGDDhg0hEonY82L69Olo27Yt7t27h1atWrHyrrI9yj8Fmt5ZlSpVAo/HQ9OmTSGVSpGRkYGMjAz4+PiwLLLiXPbo0UNNhLOs8fnzZ/YeVdxPIpEIvXv3ZlYP165d05gxLQv8o4MaoEDdtmHDhrCwsIBEIkFQUBDTiAgODi5UoyYgIAAODg7M5HLs2LEcR9biwsbGBiYmJmjdujUWLFiA69evlwu59u8oCwFA9erVsXHjRgDcoCY+Ph516tQpk31o0mfQNPF4PI1ETWU4ODgUSlh1cHCAnZ0dMjIy8PLlS2zcuBGJiYlqQU1WVhbi4+O1HvPjx4/VDBrfvn3LHtIvXrzAunXrkJKSgujoaERGRmLz5s0lPkf5+fkYMGAAxwtILBazLqnCkJSUpJNfkwLnzp1Dx44dWTmyY8eO+OOPP4pcz8/Pj71wFdeKj48PjIyMYGdnxylxVq9eHYGBgejWrRtOnjyp87EpoOrH07JlyyJ1mx4/fox58+bB1tYWUqmUHYuqKnSNGjXQpUsXNGvWDCKRiMPrWr9+PWbOnAk/Pz/O8Xz//h2zZs3C4cOHkZ2djfr163M65xYuXMheEAKBgJnSikQizJ8/H6tWrYKXlxdEIhHrmJo+fTqAAk8nBSn7zp07sLKy0nhONA3glKe+ffuWe1Dj7++POXPmAOA+L3777TdIpVIIhUK0aNFCq6faPwWq76zatWujZcuWCA8Px++//w6ggDReqVIljBw5knMuDx8+XGKz3OLi8+fPpdJwKyn+8UFNSaCtFbO0qFq1KvT19REQEICff/4ZR44c0UjIVXXyvXjxIk6fPs1E/IpCUQRpVZiYmODt27cAoLFtV1uHQlGZsP9f8OrVK0RFRcHIyIgzihcKhZBIJHBxcUFKSgpbviSj2o4dO3JGUK9fv4aJiQm8vLwQHh4OoVBYKhO/69evg8fjMZPLoh4yubm5rH1YgfT0dEyaNAkjR47UuRVc1bZCMd28eRMPHjxg+zAwMGAO1sbGxkhJScHo0aNhYGAAfX19DBs2DMOGDUPdunVhZGSEIUOGoFGjRuDz+RyhzJLAzs6OcQAUpGCgoOVduTvM398fLVu25AQcytYHQAGx99KlS1i0aBG8vLw41wGfz8eff/7Jmg2AAluLunXrckbUPB5P7Xp49uwZ4uPjwePx0L9/f8ybNw9Pnz7F+PHjIZPJOA7shoaGkEgkGD9+PKpUqcLMTM+fP88RPFRGUQM4xVSekMlkrEvIwMAA169fR1xcHMRiMXg8Xqky4P80aBPh1LWLsqyg4BT+nfhHc2p69epFXbt2LVISXRXaTC5Li+vXr1NmZiadOXOGTp8+TWPGjKE7d+6Qr68v1a9fnwYOHEiRkZF08eJFCgoKon379lFUVBQdOnSIiIhcXV0pKSmpSNOwFy9eqMmOExVwHXJzc9Xmz5s3jwwNDYmIaP78+Tp/n4iICDp48CAlJCSQTCajCRMmUPXq1engwYOlNnhTYMOGDdShQwfS19cnIqIdO3awuu22bdsoNDSUbGxsGM8lOzubFi9erLMNwadPnygwMJCysrKoXbt2dP/+fSY7/ubNGzI2NqaQkBAKDg6mY8eOUbVq1XTa7vfv32nv3r30559/Unp6Oh08eJDCwsJo586dFBERQRs2bCBTU1O6fv06CQQCmj17Ni1ZsoSioqI0bq9NmzaF7i8zM5OIiJlcFlVf7927N4lEIlq+fDkRFfCU/Pz86Nu3b2RtbU3z5s2j/fv3U7NmzTjr5efn019//UVv3ryh/Px8CgkJKbSGLxQKqUOHDiSTyRiPxtramtLS0igjI4O6detG69evpzlz5rB1pkyZQk+ePKGjR4/SxIkTafLkyRQREaF1H6q8N1W8fv2akpKS6ObNmySXyykjI4POnDlDmzZtoqSkJKpSpQo5OTnRlStX6OrVqxxuk8L6oGbNmrR582b6/v07BQYGkr29PXXq1Il27drFlsW/RAqVDVZjY2MpLy+PjIyMKCcnh3HNqlWrRsuXL2dCoHl5eSQUCsne3p5jvfDrr7/SypUrqVOnTmxeixYtiM/n09KlS2nIkCE0ZMgQOnnyJB07dowaNGig8RwkJSUVeo7+DhgbG9OrV6/IycmJcnJyKCQkhGxsbGjo0KG0Y8cOqlu37n/6EP9rkJOTw+4xogKOyubNm+n169e0c+dO+vLlCx09epRjK0JE9P79e/asLC/k5+fTlClTaM6cOZSVlUVERIaGhjR8+HAaO3YsexaXG/7WEOq/DOHh4dDX10fFihUxYsSIYtX4imrFLC0yMjKwa9cuREVFQSAQgM/nIyoqCoGBgThw4AA6dOiAwMBA1K1bF8+fP8eTJ08QFBSEAQMGFLntv6Ms9HdBVVtG8X9GRgb4fD5Hfh8ofhYlISEBLi4uePPmDa5fvw4+nw8TExPcv38fr1+/houLC6ZOnYrp06fDxMQEycnJnH3k5uZi7NixqFevHiuvxMXFsVKZpaUl2rVrBz09PdSuXZvZLAQHB2PkyJHsOO7fvw9TU1Otx6nchaQ6dezYEdbW1sWqr7u6unKk+hcvXgwbGxtkZmay76A6cr9w4QKcnJw42SxSKv/dvHkTN2/exKpVq+Dh4YFt27Zh06ZNqFixIipVqoQVK1YAAIYPHw4XFxfo6+vD09MTDRo04OwnNTWVZRzu3r2rphOkisJKio6OjhAKhbCysoKTkxNCQ0MZ/8jW1hYSiQQdOnRg/ITAwEC17YeEhIDP58PCwgI2NjaIjo7mfK4w5eTz+ahQoQIMDAxY+UogEEAqlSIyMpL9PsqmmMqlValUqiZ7b2RkpJYxfvfuHc6cOQMjIyPk5eVh+vTpaNmyJYYNG8bJMv23Yfjw4ahTpw5evXoFIoJEIkGdOnUglUrh7u6u1sWlrZPr/zIePHiA/8feWYdF0X5v/N6FBZZGQgQFQZQQEAO7sBFFsQsV7EDsfFXAwE5UVFDsxm4pFRNRUEFBSQsVRAUkdjm/P/jtfBl2QVrfVz/XNdcFk8/Ozs6ceZ5z7rtt27ZieYKi35lIh8rW1pa6d+9Otra2LBHOgQMHMqKRVUVVaLiVhT86qCEq6D7euXMn48ViZmZGK1asYJVyS0JUitm0aVMaP358pYgbnTp1ilxcXMjCwoKkpKRIU1OTlV9Tq1Ytunv3LhEV3Lg4HA4zjEREFBAQIFGbpSgVHRYSCoX08uVLunXrFoWEhLCmwhgYGNDnz5/Ftv/y5UulCaoVTXAUlWU/efKE1NTUKqzm2aJFC9qzZw8RESuoEZW/+/r6MnlIa9euJVVVVfL392eO8c8//1DNmjVp5syZZGZmRhMnTiRZWVlq2rQpeXt7k66uLq1evZq0tLToyZMn9PXrV+rTpw/xeDyWeGBMTEy5u40dHR2pe/fulJycXOrxdXl5eZZgmIODA7m4uDD/P3/+nDQ1NVnbNGrUiAYOHEhRUVH05csXSk9PpyZNmtCpU6eYYEjElStXmNyS06dPU506dZhzmpGRQRMmTCBpaWlq2rSpWELovn37SEtLi2lHRctWC+s2zZo1iwAQj8cjLpdLq1atYsrPV65cyajrFi7VV1FRITc3NxIIBBITe93c3Gj27NlMkDJs2DCmrFdGRobWr19POTk5JC8vTyEhIcThcGjfvn2koqLC+I29e/dObNiZiBhhtaLMmjWrTE7dpqamlJqayvw/adIkZsiZqGA4VJJEQmWSk5NDY8eOZXzVRA9rQ0NDlpxA4el3o6gSdklTeWjdujW1b9+eLl26RI8fP6YnT56QsbExLVu2jJ48ecL8vp8+fUo1atRg8qwGDBhApqamVLNmTWaYt6qoCg23svDHBzWFSU5OpjVr1pCJiclPNRBKGncub7WGpqYm9e/fn7Zu3SqmuEpUUE1U2IRQQUGBpdGSmJhY6htPSQnSJSHpbbxwpUhhiuq+iPjw4QPJyMiUqp3FUfjtt7DQFQAyMzMjJSUlGjhwYIWDGjU1NXrx4gUR/S+oadeuHWOZER0dzcolWr16NSNkSFQgDnju3DkSCAQUGxvLJHiKkh2PHTtG5ubmZG9vT87OziQUCmndunUEgPVWfeHCBTIxMSnXuSrP+HqNGjVYAlq1atVimZ2K9DEKIy8vz7oeiQquWUkmotHR0YyeU3x8vMTrdtmyZcTn82natGl04MABOnDgAE2bNo3k5eVp+fLlRFQQkHTp0uWn50ASomqhwnTt2pXmzp3L6DYVraArrEtU2AqhsAJ04cReUa6ZSFdl7dq1rOMVZ2tR0ht14ZcnFxcXUlJSooYNG9KYMWNozJgxZGpqSnw+n1q3bk3r1q0jf3//n2oCFf2tSurhLKpyXVUkJibSxYsX6dixY5Wet1jVFO0FVFBQYFlycDgcUlBQKPdLnby8vNjvic/nMy/hRU1jpaSkGBHORYsW0bt37yr0+UpDVWi4lYU/OqemMHl5eQgLC8P9+/eRkJCAmjVrlrj+z0wuy8PHjx9LXK6lpYX3798z5pBTp05lmYJ9+fJFzLyuKAKBACtXroSzszOuX79e5jZOnDiRMSksztDy3LlzzN9Xr16FiooK879QKERAQADq1q1b5mMXRpQ38+TJE3Tv3p0xE338+DH69u0Lc3Nz9O/fH+rq6hU6zrdv36CqqsqaN3LkSISEhGDixIlQVVVltHAEAgG+ffsGHR0dpKWlAQCSkpIwaNAg5OfnY8iQIZCRkYGSkhISEhJgbm4Oa2trJCYm4tChQ+jcuTMOHjwIgUAARUVFVu7G0aNH0aFDh3J9huJMLksaX7eyssKBAwfg6emJW7duISUlBZ06dWKWv379mtF5EdGiRQu8evWKla9lYmKCVatWYdeuXZCRkQFQ8FtbtWoVTExMABTkeEn6vf3zzz8wMDCAl5cXDhw4AAAwNjbG7t27MWzYMAAF1+OkSZPKcjrg6+uLjRs3IjY2FkBBLtr06dMxduxYREZGYs2aNbCysgIg/juPjY3F3LlzWcajffr0Yen1uLi4wMHBASdOnGCO0aBBA/Tv35/57YpYs2YNOnfujLCwMOTm5mLu3Ll4/vw50tLS4OfnhytXrohp9jx+/Jj1f9OmTQEUfCcfPnxAbGwshEIh7ty5g7t37wIAVFRU4O3tzTJWLAmSoOVU1fomIvT09BhNmn8bhc1YDx8+jO3bt8PX15cxtn358iXGjRuHCRMmlGv/ZmZm+Pz5M2uetrY2Xr16JXZPjYiIQIMGDarN+PPdu3fQ0dGpEg23MlHlYdNvTmBgII0dO5bU1NRIRUWFnJyc6MaNG6w3uMuXL7OqPZycnEhVVZXq1KnDlCBWB/b29iXq1Xh5eVGnTp1+uh8FBYWfDq8Vh6S38aIU7rkp2psjIyNDDRo0YLQ1Koqfnx/LM4vD4dD+/fuZShB5eXnatWsX8/++ffuK7amRNGYPgHr27EkODg6MmmxhCvf8SBpq4nK55OnpSfv27SNdXV3S19cnV1dXxmbhzJkzpKioSB8+fKDg4GBydnYmZWVlWrp0Kes4Fy5cYA0HlYXy9AaINEMMDQ2Jz+eTs7Mza/mkSZPErCD8/f3JzMyM9u7dS2FhYRQREUH79u1jKuY6d+5MnTt3Ji0tLVJXV2eGUvfv309r1qwp12crK0WrhU6fPk22trbMcC+Hw6GuXbvSvn37JMopvH37VqyXsbT5dQKBgNauXUvW1tZUs2ZN5u1dVVWV5OTkmDfqyZMnk5mZGes3hEK9Q0X3OWTIECIqkJ6XlpamUaNG0ZMnTyg7O5t+/PhBjx49IkdHR+LxeEyPXVGq0oSxtAgEAvLx8aGhQ4dS586dycbGhjX92zA0NJRovBkWFkZ169Yt9X4Kq3MHBARQq1atKCgoiD5//kxfv36lJUuWkImJCQUEBLB0qNTV1alPnz6MZtS6detYQ4yVjaqqKh06dIhCQkJIQUGBTE1NK1XDrbT80UGNjo4OycnJUd++fenEiRNiJawizM3N6eLFi0REtGjRIgJANWrUIHl5eeJwOIzJ5a/m/v37pdJwsLe3L7eXio2NDaOF8DPq1q3LGpevSsLCwljieyVNxd2cJY3ZA2DGpUVT4RJ2VVVV1lCTKFgTDTU1bNiQOdeioSYiKtFmYfXq1ZV6biSZXJZmfD0qKoo2bdpER48eFXOe37lzp1hifXHnGv8/PCMaMvH29qZv376Vuv05OTmUnJxMiYmJrKk8aGhoMCXO+fn5ZGdnx3haiTReRAFFnz59WNs+ePCAscoobH1Q2vy6xYsXU61atWjdunUkJydHy5YtozFjxpC6ujorx6JXr17Up08f+vTpEykqKlJUVBSpqqqSgYEB66EgEAhowIABVL9+fXr48CGzXXH079+fnJycJC4rasIoCn5FVEdQM2XKFFJQUKBBgwaRq6srTZ8+nTX92+Dz+WI+Y0QF9+my5CdJGgItLlG48MujrKws1alTh3lB09PTI2VlZbHcx8pi27ZtpKioSAMGDKCkpCRatGhRpWm4lQUOURk04/9j7N69GwMHDhQbXiiKoqIinj17hrp160JLSwsaGhqIiopCeHg4bGxsIBAIkJmZWT2NrgS8vb3h7u6O4cOHo2nTpmJDVvb29qz/C5evv379Gv/88w/mzJkDCwsL8Hg81rqWlpZV13AJfPz4EUOGDEFwcDDzPaanp8PGxgZHjx6FpqZmhfa/b9++Uq03atQo8Pl8xMTEMEMMfD4f/v7+MDExgYGBAeLj49GoUSOWdcOmTZuQkZGBzp07MzYLVcHXr1/h5eWFiIgIZGRkoEmTJpgyZcpPy//LQmJiYonLS2vFISI2NhbOzs64c+cOaz79fyl6eWxDVFVV8fDhQ9SvXx979+6Fq6srzp49C11dXTRv3hzfvn2Dra0tvn37hnv37qFRo0bQ09PDs2fPEBsbC2lpaQgEAjRq1AivX79GVlYWdHV1Ua9ePYnH43A4CAwMBADUq1cPW7ZsgZ2dHZSUlPDkyRPExsbi8uXL+PTpEw4fPoxt27bB1dUVXbt2xeHDh1G3bl08ePAA3759Q6dOnaChoYH4+HgIBALY2dkhNDQU2dnZICLk5+eDy+XC1tYWXl5eYsMRN27cwOTJkxETEyPWTi6XC3Nzc0hLF2QkREZGwsTEhBkyFAgEeP78eZVYtYjQ0NDA/v37xWQC/q307t0bb9++hY+PD5o0aQKgwFJj/Pjx0NXVZQ3Tl0RISEip1svLy4OOjg4yMjLg5OSENm3aYMeOHYyEgFAoxOTJk3Hnzh08ffq0fB/qJ8THx2PMmDGIiorCrl27xJ4l1cEfHdSUlho1auD27dswMzODlJQUli1bhoULFyIhIQGmpqbIz89HQkJCpT4gSuLNmzdQVVVl8khE5OXl4e7du2jfvn2J25ekEyDpYcHlcsHhcIr1TBItk7RtZmYmQkJCJPr5TJs2rcR2lobBgwcjLi4O+/fvh6mpKQAgKioKo0aNgpGREY4cOVLhY5QWbW1tXL9+HRYWFgCANm3a4Pjx49DV1QUAvHjxAi1atMDXr1+rrU0l8ebNG3h4eGDXrl1VepzY2FgEBQWxdDVELFmyhPV/bm4u4uPjUa9ePXTo0AHS0tKYP3++xPyt8ozPu7i4gMfjYcOGDejWrRs6deqE+fPnY/bs2fjx4weysrKYdSMjI/HhwwcYGhri7t27aNasGYyNjcHlcrF3717k5eVhx44dmDdvHnbu3ImRI0eWeGwFBQVER0dDT08PtWrVwsWLFzFq1ChMnz4dM2fOxO3bt9GsWTNwuVyYmJjAysoKN2/ehI+PD2xsbHDw4EE4Ojri7Nmz8PLyQmBgIGrWrImpU6fC1NQUQ4cOhYuLC44cOcJ4xxX2c0pKSoKpqanEFzB3d/dSnb+q9DXS0dFBcHBw1XkCVTOfPn3CqFGjcOXKFeblTyAQoHv37vDz84OWllap9+Xh4YHZs2ezcuP09PTw+PFjJm/Qy8sLI0eOhLKyMvh8Pp48ecLk8oh4+fIlrKys8OPHj0r4hMXj5eWFGTNmwNTUlAmURYSHh1fpsf+4ROF+/frBz88PysrKPxUs8/f3B1BgNDlz5ky0adMG+fn56NWrFwAwb+Xv37+v1Ivk1atXeP36tZhI2vv379GnTx88evQIHA4Hw4YNw/bt25ngJi0tDTY2Nj99myqrEVzh5Ley8PjxY/Ts2RNZWVnIzMxEjRo18PnzZ8jLy0NLS6tSgporV67gxo0bTEAzefJkrFmzBtu2bUO3bt1w5MgR2NvbM71R6enpGDZsGCNY+DMePHiApk2bsgTTCpOTk4OzZ89i0KBBMDMzQ3h4OBPUhIaGstZ9+vQp6tevDwB4//49AgICUKNGDXTp0oV5IwYKAsH169eLPfArm9TUVPj6+lYoqDl37hxsbW3B4/Ekvnleu3YNO3bsgLKyMvT19VmBCYfDYT5jVlYWXFxcmJ6xmJgYPHnyBA4ODoiIiICtrW2521gUX19fXLt2DXFxcVBQUICFhQWSkpIwcuRIVnK2j48PbG1tkZOTg7Vr12LGjBms/fB4PEybNg0CgQBeXl5o3bq1xN+tiNq1azOJ/vXq1cO1a9cQHx+PrKwsyMrK4tSpU+jduzdSUlLQt29frF27Fp06dcKaNWsgIyOD69evo06dOujfvz+UlJTQvHlzBAYGQk5ODkDBtTh79my4u7ujR48ecHNzg4+PD3N8WVlZZGdnSzwnVRmslJZZs2Zh8+bN8PLyqrak5KpEU1MTly5dQkxMDKKjo8HhcGBiYlKuoM3d3R0TJ05kBTVv3rxh3esXLlyInj17QllZGU2aNEF0dLRYUBMdHV3lybqJiYnw9/eHmpoa+vTpIxbUVDV/XE+Nk5MTtmzZAiUlJTg5OZW47t69ewEUvOFMnjwZycnJePr0KcaPHw95eXkEBweDiBAVFYURI0awqnzK4yqcmpqKwYMHIzAwEBwOB7GxsTA0NISzszPU1NTw+fNnvHz5El5eXkhPT8f8+fPB4XBw7do1qKmpISUlBbVq1apS99qbN2+idevWYheqQCDAnTt3WL1EHTt2RIMGDeDt7Q0VFRVERESAx+NhxIgRcHV1/WlQWRqUlJRw69YtplpFSkoK79+/x9u3b5lqoSdPnjBuySkpKdDR0Sl1N7pof6K3KmVl5WL3FxMTAx6PxxpCysvLw6JFi+Dv7w8iQrdu3eDs7Ixu3boxCs4/fvzAs2fP0LBhw3K1sbxERESgSZMmFToOl8vFhw8foKWlJbEHUHR7KexILglXV1eEhoZi06ZN6NGjByIjIzF48GD069cPx48fF6v4KS82NjbM3yEhIWjZsqXECjAOh4ODBw/CwMAA0tLSePr0abGO5o8ePULz5s2ZICY2NhanTp1CdHQ01NTUGDXk+fPnQ1FREc+fP0ffvn0xYsQI5OfnQ0pKiumpGTlyJPT19REfH48pU6agc+fOuHv3LjIyMiAjI4PmzZvj9evXSE1NRYsWLaChoQGg4AWMy+Vi3759UFFRwfPnz7F27Vr4+fkx7UxPT4eTk5PE7+Hjx48l9hwIBAKEh4ejefPmpTrPpaXoPSAwMBA1atRAw4YNxYa2RS+Z/0ZEv4PyBmuFf2fFzVNSUkJERAQMDQ1x7NgxzJ07Fy4uLmjZsiUA4N69e9i2bRtWrVrFvAQClZsysHv3bsyaNQtdunTBzp07Kzz8Xy6qJXPnP0RpPFLKm6n/M5E0HR0dun//PrN+dnY29e7dm6ysrCg1NfWnyXwBAQFkamoqUbMiPT2dzMzMfppEVlTBV4RIwbcwKioqjMaLiooKRUVFEVGBV5WxsXGJxykt9vb21L59eyYJjcPh0JMnT6hDhw7Ut2/fCldxSKoKOXHiBJMQLNLv2LdvH9WtW5c0NTVp3LhxTNL50qVLqWbNmrR27VpatGgRqaiokK6uLjk5OZFQKKRXr14RAFJXV6fw8HB69OgRBQUFMW08c+YM9enThxYsWCBmnFlRRLo7VUlRvZPi0NPTY6qhRN9ZQEAANW7cmPh8PlPpUXiqKEWTY4siulaUlJQkau2I6NOnD0lJSbF+t5qamjR9+nSWuKEosVekN3T37l0yMzOjxo0bk4eHB/F4PHrz5g0REV29epWUlJSYhPWhQ4eyEti5XC4NHDiQJUInydy1tEnyRX/X5ubmLE2sqkoULkkJ+3cX2isN+/btI3Nzc5KVlSVZWVmysLAol4ebJBf1kirWSlMsUdL1UB66d+9OampqZXKhrwr+BjUSiIiIIGlpabGbaHFTZfEzkTQFBQUxMaq8vDzq27cvWVpaUmRkZIkXae/evWnDhg3FLt+8eTP17du3xDZK+nERFcj4KykpseZpaGgw7a1fvz7jTB0dHc0y9asISUlJZGVlRTwejwwNDQkASUtLU+PGjcWCQ6LKCWrat29Pq1atYvbH4XBIWlqaxo4dS+vXrydtbW2mJNvIyIhVvi6qinJwcKD8/HymPSKbBVNTU/Lx8WHsDOTk5Gjo0KFkZGRErq6uFTtZRajsoEaScZ2zszPt2LGDCViKo7BbvOg7K/xwllT9UR6Kqk+LyvUdHByoc+fOrHL+nj17EpfLpQ4dOpToaK6goEBNmzZltf3BgwekrKxMsrKyRFTwO3VwcCBTU1N6//49s21iYiLZ2dmRpaUl+fj4EBHRgQMHaMqUKYyCc35+PiUmJlJWVhaznb6+folimZcvXyZ9ff1Sn5fSlHRXl/jef4X169eTvLw8zZ07l5GUmDNnDsnLy5d4H5YEh8MRMxMGQHJycsTn84nP5xMAWrx4MW3evJmWLl3KTCJV6uKmyqJLly7Vbl4piT8up6Y0EBEEAgFrfL249cpbhSGJn4mk6erqIjIyksnLAABpaWmcOHECAwcOZHJ9iiMiIgKrV68udnm3bt2wbt06ictE3cQcDgejR49mddkLhUJERkaidevWrG0aN27MVJp06NABS5YswefPn3HgwAGYm5uX2NbSUqdOHYSHh+PGjRt48eIFXF1dcfjwYQwcOLBS9i+J6OholsEiEaFFixbYvn07Fi1aBCLC6tWroaenh7dv3zKfNSUlBcbGxlBSUkJ4eDgcHR2xZs0aAAVDE9LS0pgzZw6TUH3ixAm0b98ehw8fRmhoKIYMGVImQ9HSmlyWhFAoxMaNG3H8+HGJyd4ikUGg4Pq5ffs2SxDSyMgICxYsQGZmJjw9PcWGFER5VSJBRxcXFwAF11lQUBA2b96MN2/eYO3atT9ta2mwsLCAr68v7OzsGLNIAHj27BkeP34sZhg6cuRI9O/fH3379kVOTg5mzZrFCAV++PAB69evR2ZmJsaPH8/aztraGqtWrcLkyZNx7tw5+Pr64tWrVwgKCmIJDerp6eHChQusbWfMmIEfP37A3t4ely5dQteuXWFkZITnz58zv/2+ffti9uzZCAgIEOvi//jxI+bNm8cIDH5oogABAABJREFUVFYWVZ3n0qlTJ/j7+4tVo3779g19+/Zlqsj+LWzduhU7duxgJZDb29ujYcOGcHNzE8vR+hnu7u6sFIdZs2axvhMFBQVGpFIEh8OBm5tb+T5AGSmPmGtV8DeoKYbCpZjVRbt27bB//34sW7aMaUN+fj7WrFkDGxsb1KtXD7t27UL//v1Z24kCm/79++PNmzfF7j8lJUXsoVJ0P58+fZK4TPRjIiIoKSmBz+czy2RkZNCyZUuMGzeOtc3KlSsZl9gVK1Zg5MiRmDRpEurXrw9fX98SzkTZ4HA46Nq1K7p27QpXV1cEBAQwSqq5ublYsWIF0/7C1S2lJSoqCh8+fABQ8PnT09ORlpaGyMhIRt3T1tYWK1aswP79++Hs7Ix169Zh5syZkJaWxuvXr5nyWiKCpaUlevbsib1792L06NHMcWbPno1//vkHrq6uAApKcEWBap06dcSURH9G4Rtgcct/VrHj7u4OHx8fzJo1C//88w8WLVqEhIQEnDlzRiyRuWXLlujWrRuCgoIYV/ctW7bg69evUFNTg5eXF2t9DofDBDUrV66Era0toqKiIBAIsHnzZkRFReHOnTsICQlhVHMrysyZM9G/f384OTlh+/btSEtLw8iRI5GYmIgTJ07AwcEBeXl5mDBhAhYvXszkR23cuBGzZ8/G+vXrmfP69etXSEtLw9TUFMnJyazPlZ+fj6CgILRs2RL9+/eHqakpQkJCmByYwgiFQpw+fRrR0dEACipH5OTkcPz4cQwaNAjy8vJQVFREUFAQE9QsXboUly5dQr169TBixAiYmJiAiBAdHY3Dhw9DW1u7yhPNK5vg4GCxoBkAsrOzcevWrV/Qoorx/v17sRc9AGjdujXev39f5v0NGTKElVNTOCgvyokTJ3DkyBHExMTA3NwcDRo0wLBhwzBgwIAyH/dfx6/rJPp9qY5cA0n8TCQtLy+vxOGuvLy8ErsTDQ0N6fTp08UuP3Xq1E89Sdzc3CgjI+Onn6U6CQ4Opl69elG9evVITk6O1NXVqXHjxiXmPZUWScrI+H+hq8LePzdu3GCGmiIjI0lNTY1xk65fvz5rqGn37t00YsQIevPmDRkZGbGuNRsbG2rSpAlpaGgQj8dj1JuDg4PLNJxQWRgaGtKFCxeIqGBIQiTWt3nzZho6dChrXaFQSA4ODtShQwfKzs6mwMBAUlRULFEFuzCvXr2isWPHkrW1NZmamtLw4cPp9u3btG7dOsbXaMOGDWLmmGUlPDycGjZsSEZGRlSjRg2ytbVlDQkRESkrK4spOCcnJ9OGDRto0qRJNGnSJNq4cSMlJSUxv9uaNWsSh8MhHR0dUlJSIllZWerWrRvVqlWL2rVrJ9Fd+tmzZ2RgYEDy8vKMf5mCggLVrVuXnj59SpmZmXTw4EFq2rQpcTgcql27NrNtWloaTZw4kfEUEnkMTZgwoczKsVwul169ekVfv36l9PR0UlJSooiICGaIPSYmpsruiSInZw6HQ0FBQcz/ERERFB4eTitXrvwl135FadiwIa1YsUJs/rJlyxgRztJSXC5jUYRCIQ0aNIg4HA4ZGxtTnz59qE+fPtSgQQPicrk0ePBgiUrZ/yX+yKDmZzkyt27dEvsBf/nypdJvrpJIT0+n5cuXV4kJ2dSpU8nc3JxlKyAiKyuLzM3NWU7MFcXGxoa+fPkiNv/r16+VJnt+4MABkpaWpkGDBjHutwMHDiQej0eHDh2q8P4ljUEPHz6cmjRpQsePH2csNnJychhjuYMHD1KzZs2IqCApWldXl4YPH05v374Vu67evn3LUnd+8uQJmZubk7KyMrm5uTHzp06dKhZEVAfy8vKMeq+2tjY9evSIiAryvJSVlcXWz8nJoS5dulDr1q1JUVGRtm7dWu5jP3z4kGrUqEG6urpMMFC7dm1SV1dn2lEevn37RoMHDyZpaWmSlpaWqK49cuTIMuU9pKenU+PGjalu3bqkq6tLlpaWNGjQoJ8mvbZs2ZJ69+7NMi9NS0sje3t7atWqFRERffr0ifh8PhNQy8nJialap6SkUEpKSrkfWKVRra2qoKbwsSQltcrLy5Ovr2+VHLsqOXnyJElJSVH37t3Jw8ODPDw8qHv37iQtLU3+/v5l2lfRnKfi2LBhA9WoUUOiDc3Zs2epRo0atHHjxjId+9/GH1fSDfxPTK44qEiuTFhYGLp37w4+n8+UND58+BA/fvzAtWvXGLXI6iAqKgpeXl64e/cuMySira2NVq1aYerUqTAzMyt225SUFDRp0gRSUlKYOnUqo2Hw4sULbNu2DUKhEOHh4WLmgk2aNEFAQADU1NTQuHHjEs9dYWElSWWIQMGYv66uLvLy8sr8+YtiamqK8ePHi41Pb9iwAbt372a69EXExcVh4sSJuHbtWrmP+fnzZ/Tr1w+3b9+GoqIi/Pz80K9fPxgaGmL37t1YuXIlWrZsiRUrVgAoMHqzsbGBvr4+AgICypWDlZ2dDWlp6WrXfDA2Nsb+/fvRokULtG3bFr169cL8+fNx7NgxuLi44MaNG2LbrFy5Erdv30bv3r2RkZHBzC+a+5GTkwNPT89ij92jRw8YGhpiy5YtTJ6OQCDA2LFjERcXh5s3b5b584SGhmLEiBGoUaMGDh48iNDQUMycORO2trbw9vZm8uiWL1+O9evXo3PnzhJVt0vSWCIiJCcnQ1NTkzVMKyI3N5cRImzQoAEuXLiABg0asEwcHz58iDZt2qBLly4ICAiAiooKWrZsidatW0sU+RQNRQiFQoSGhsLS0vKnSumFKa1qbXlNVUsiMTERRARDQ0M8ePCAdZ3IyMhAS0urWJ2o351Hjx5h48aNzH3I1NQUs2bNQuPGjavkeJaWlpg+fTqcnZ0lLvf19cXmzZtZKvH/Nf7IoKasP+B27drByMgIu3fvZh4qFy9ehJeXFzIzM3Hz5k1s27YNu3fvhpmZGbZt2/bTJGNJ7N27F4qKimJJridOnEBWVha0tLTQt29fNGnSBN27d2eCj5SUFFy/fh2PHj3C2bNn0b1792KPkZiYiEmTJuHq1ass7YTu3btj27ZtEmX63d3dMWfOHMjLy8PNza3EoGbp0qXMD8bKyorRnRAhFApx5coV7Ny5EwkJCaU+N8UhKyuL58+fs5yhgQIBQ3NzczGxsbJqs6xZswYuLi7Mwyk0NBTNmjWDrKwsvn79CiLCwoULsX37dowdOxZEhLVr10JRUZER1MvNzcWePXswf/58fP36FUOGDIG2tjZat26NPn36sIT3DA0N8fDhQzF38fT0dDRp0gRxcXFlPkcVYf78+VBWVsbChQtx7NgxjBgxAnXr1kVSUhJmzJiBNWvWiKlNF76uCs/v2LEja9/BwcElqluL9JaKatxERUWhWbNm5cqPkpWVxYwZM7Bs2TImv+z169cYMWIEkpOTmZy0kuwqOBwO63u4cuUKFBUV0bZtWwAFCaKurq6ws7PD/v37mXuBJNsHSZ9xyJAhOHv2LPLy8jBx4kQMHz4crVq1KvVnlJOTQ3R0dKVabmRlZeHJkycSc0Qqg7y8PIwfPx5LliypMquQPwE+n4+XL18W63KemJgIExOTKlcU/qX8kv6hfxlycnJiOhXm5ua0Y8cO4vP5FBkZSbKysrRgwQJq2bJluTUV6tevT4GBgWLzg4ODqUGDBmRpaUmLFy8udvulS5eShYVFqY6VlpZGDx48oPv377O6viuD6uxOrlevHnl7e4vN37FjBxkZGYnNL2u+VNGx7KK6K+/fvycOh0OfP3+mhIQEpmxdRGxsLBkaGpKcnBy1atWKmjdvToMGDaIOHTqQnJwcGRkZsVzPi+tm/vDhA/F4vFK3u6q4e/curV+/ns6dO0dEkofnSls6GhwcXOKkpqZGa9eupeDgYNZ2V65cIS0trXK1v+i+cnNzycnJiV69ekUeHh7l2mdhw9vIyEiSkZEhDQ0NatiwIete0Lp1a2rfvj2dPHmSbt26Rbdv36atW7dSvXr1aO3atZScnEzJycnUtm1b0tfXZ85xUX78+FGirETTpk3pxo0b5fosxVEdeYYqKirldqL/XREIBHTy5ElatmwZLVu2jPz9/UkgEFTZ8dTU1CgiIqLY5ZGRkaSqqlplx/8d+BvUlAItLS0xTQgFBQXy8/MjLS0tWrp0KfXv35+IiB49ekQ1a9Ys13FkZWUpPj5ebH58fDzJycmRnJwcI2YniRcvXpCcnFy5jl1aFi9eTIGBgRLzckQkJCRQfHw8cTgcevjwIevB9u7du0r9UW/fvp1kZGRo4sSJtH//ftq/fz9NmDCBZGVlJQY7Zb05F6ff8f79e3J0dCRlZWUmaVhVVZWcnJzow4cPzPpdunShPn36SEzw/vr1K/Xp04e6devG6FhwOBzav38/8//Zs2fJ39+fpkyZQg0aNCjj2fl34+LiQrVr16ajR49SUlISJSUl0ZEjR6h27doV1uyJjY2lK1euUFZWFikrKxcrEJiTk0MvXrygvLy8YveloKDAPIxF94Jz586RlZUVqaurM+vJy8tTdHS0xHyVwgnpKJSILiIjI4OmTJlCmpqarG1FU2EuX75MVlZWdP78eXr37l2l6GpVR1BT1jym353Y2Fhq0KABKwlcXl6ejI2NmYT7ykIoFNLLly+pZcuWZG9vTyEhIcxUmAkTJpCtrW2lHvt3429JdykYPHgwxowZg3Xr1rG6X+fNm4ehQ4fixo0bTGlsjRo1WC7MZUFLSwuRkZFi7roRERFQV1eHkpISLl68KObnIeLixYtldkIuK3fv3sWGDRsgEAhgbW2NDh06oGPHjmjTpg0zRCNqQ1XaNYiYNGkStLW1sX79ehw/fhxAwbj1sWPH0KdPnyo55vfv39GlSxdkZGRgyJAh2L17N7Zt24aoqCgcPnwYly9fRv/+/ZGamoqgoCAMHToUV69eFRtqUlZWxrJly9CiRQtG44HD4YiVavJ4PNStW5eljfM7ExUVhenTp4t9/5K6xPfs2QMAEsf4R40ahdTUVDg6OjJDMzweD5MmTcKqVavK1bbU1FQMGjQIQUFBjKVB3759MXToULRr147RaZLkRXXq1CkkJSVBV1cX8+fPZ/YpIyODKVOm4NKlS8y9YOTIkcjKykJubi74fD74fD5ycnLQvHlzKCgoiGnTFKZPnz7Ytm0by4xy7ty5CAoKwo4dO+Do6Iht27bh7du32Llzp9i5ELlc29vbs4aKqZJ1tSqb+vXrw8PDA6GhoWXOY/odmTZtGmOGKhqCT01NxYgRIzBt2jRcvHixUo5z7949DBs2DImJicxvTuTDxuFw8OXLF0Zb6+zZswgKCqqU4/6u/A1qSsG6devA4XAwcuRICAQCZr6GhgZUVFTw4MEDHDt2DEDBza/wzagsDB06FNOmTYOSkhLjoRQSEgJXV1cMGTIELVq0wLBhwxAcHIwuXbqwcmoCAgJw5coVHD58uIKftmSuX78OgUCA+/fv4+bNmwgJCcGWLVuQk5MDa2trzJ07t0SDw8JUli29g4MDHBwcABQI/mVlZcHd3V2i83B58jCK4ufnBykpKTx//hz5+fnw8fHBxIkT8erVK5w7dw5JSUm4dOkSrK2twePx8OTJE5w8eRK1a9fG5cuX8enTJ6SmpqJXr15ISEiAqqoqVq1ahaVLlyIpKQkjRozA7t27JXoS/c7ExcXBwcEBT58+lejoXpIYnJWVVbG5WkQEaWlp9OjRA35+fqwcrbIyY8YM8Hg8xrEaKHiY+vv7Izo6Gurq6lBQUMCpU6cY/yWRptLatWsxaNAgHDt2jAlqhEIh5OTkcPPmTSxbtoy5F8jKyuLZs2c4cOAAI3gZFRUFf39/9O/fH+bm5mKaUcrKygAK/OmePn2K4cOHM8vOnz+P/fv3o2PHjnBycmLy/PT19eHj44NOnToxCcRBQUFITU2FQCAQS/r/nfH19YWqqioePXqER48esZYV1jT6txASEoJ79+6xrld1dXWsWrUKbdq0qbTjTJw4kRGvrFWrFi5cuIDp06fjy5cvAMAcX01NDUeOHKnUY/+O/JGJwuUlKysLr1+/BlDwdjZr1iwkJydj2rRpGDNmDICCm6ZQKMSWLVvKvP/c3Fw4OjrixIkTTEJyfn4+Ro4cCW9vb8jIyODOnTvYsmWLxOonV1fXMiUUVpSYmBgEBQXhxo0bOHPmDFRUVJCWllaiwaGIir4x6unp4fHjx0xCrZeXF0aOHImNGzeWavvSuhJzuVwsX76ccUKfN28e1NXV0b59e7Rs2RLfv3/HkiVLIBQK0bVrVygoKKBr1644ePAg7t69iyVLlsDLywtz5szBtWvXQETgcrmwtLSEvr4+li9fjkGDBsHHxwejR4+Gqakp1q5diwkTJlSbEmhl0bt3b0hJScHHxwc6Ojrg8/moWbMmcnJysH37dtjZ2RW77dmzZzFv3jzMmTOHqTB88OAB1q9fj6VLl0IgEGD27Nno0aMHfH19S7y2SkJbWxtXr15Fo0aNGAPAzp07QyAQ4O3bt0wvY+HqpU+fPiEiIgKpqano0qULcnNz8ePHDwgEAgwaNAhPnz5F3bp18fHjxxLvBaI2F+09Ed2C7ezsYGxsjDdv3uDKlSuoX78+02Mhur6VlZVx/Phx+Pv7o3nz5oiPj4ehoSFMTU0RFRXF7NfU1BQxMTGl/o397AUkPj4eM2fO/G17eX5HatSogQsXLoglV4eGhqJ3794sNe6KoKCggIiICFaxRFZWFq5evYrY2FgAQIMGDdCtWzeJivX/OX7dyNevx8nJib59+yY2PyMjg5ycnCRuI0rmq0pevnxJx48fp/Pnz1eqN0dlsHPnTho6dCjp6OiQuro69e3blzZt2kRPnjypVlGnorkupTVOLCv6+vpUt25d1sTlcklXV5c1j6jAv+jp06cUHR1NampqzD5WrVpFtWrVYuVLAKBatWrR6tWraeHChdSmTRtm/cWLF5O6ujqNGTOGnJycWNPvjLq6OpOkqKysTJGRkXT48GFq0qQJY8B45coVideJtbU1k2Tt6+tL69evJ6KCpGBra2saN24cI3ZoamrKMlssC4qKiowfWWF/I5EmjghJXlRERLt27SIAdPbsWbK3tyczMzNWDpUkRIm9Fy9eZKbg4GAaMmQIkzhfr149atSoESkqKhIAqlOnDkssUkFBgaysrMjGxoY6d+5Ms2bNIqICEUQNDQ168OAB65g7d+6kLl26UKtWrRiTzP3799OtW7cktvFnBohVqVMjifz8/H+9SJyjoyM1bNiQ7t27x3yeu3fvkrm5OY0aNarSjmNjY0OXL1+utP392/mjg5riVBo/ffpEUlJSzP9CoZDc3d1JSUmJ+YErKyvTwoUL6cuXL1Vqcvm7weFwSEtLi1avXk3fv3//pe0oyYCvKpGSkpL4IKtVqxadP3+e3r9/z7p+ROzatYvU1dVJRkaGbt++zcxv06YNLV++nIgKFJtFyZ99+vShvn37sqbfGVVVVSZh1tDQkKnke/XqFcnKypKbmxsZGhqSnp6e2LVTuMKwRYsWtGfPHiIqMD/l8XgkLS1NGzduJFlZWWrVqhWNGTOmXG20tbVlzCkVFRUpLi6OhEIhDRw4kBwcHJik4Hbt2tGWLVtY6xEViCBaWVmRtLQ0WVhY0KdPn4iooMrlxIkTjMjagQMHaNKkScUm9vr5+ZGcnBxt3bqVcnNzmfbl5ubS5s2bSU5OjuV2vGHDBtq8eTMREV2/fp3k5ORIVlaWuFyumGLzyZMnic/n09ixY0lWVpb5XWzduvW3TxKtLFfr34EvX76Qvb09cTgckpGRIRkZGeJyudS3b99KFW719/cnMzMz2rt3L4WFhbEUmUuqhPqv8kcGNSIpcA6Hw0iDi6a0tDTat28f1apVi1l//vz5pKmpKVaqDKBSlTcFAgH5+PjQ0KFDqXPnzmRjY8OaiIguXrxIY8aMoTlz5lBUVBRr+7S0tEpT6i2O06dP04wZM6hx48ZMmfKCBQvo6tWrlJmZyaj6lmaqCL8yqOFyuYzbc3JyMo0bN46ICnpY1NTUyN3dnTgcDn348IE+fPhAERERjNLn0qVLSU9Pj6lKECkRi0pwtbW1acWKFayenl9JUWdg0VSjRg3S0dGh9u3bMwFI27ZtGRuOoUOHUo8ePej27ds0cuRIatCgAbm7u5OBgQHp6uqKBTVWVlY0atQoysnJoRo1alBkZCTl5ubSqFGjSF1dnfr370+3b9+munXrUlBQENM7VlYkWZEYGxuTnJwcSUlJkZSUFL1+/Zpu3bpFPB6P1NTUiMvlUr169UhLS4ukpKTIxsaGZX3QuXNnkpeXZ1W5SEtLE4/How0bNhCfz6c9e/bQsmXLSEdHh4YNG0YaGhrUokWLYpXJ169fTxYWFkyFFhGxei4SEhLo1KlTFBERQXl5eXT9+nXy9vamb9++kZWVFW3atIm+f//O+l2Eh4eXuzKzOqhMV+vfiZiYGDp37hydO3eOJd9QWRTXq1bdvWu/C39kTs3PFIU5HA7c3d2xaNEiAICOjg68vb3FDAJv376NjRs34tSpU2L7KI/y5tSpU+Hn5wc7OzvUqlVLrI3W1tYYOXIkevToga9fvyIsLAw+Pj5MQmFKSgp0dHSqbdz769evuHXrFmOexuVyJaqdSqKogFlZkZTrMmfOHDHDwKpILuRyuVBRUWHygr59+8YIrGVnZyM7O5vJnQEK8qJUVFTQr18/eHt7w9XVlXFMP3HiBHx9ffHlyxfIyMhAXV0dixYtwpEjR/Dw4cNKb3tZ2bhxI1asWAFbW1tWrsuVK1cwY8YMxMfH48CBA9i6dSv09PSQmZmJfv364dWrV+jZsydiY2PB4/HA4XBgb28PJycn9OjRQywn5s6dO7C3tweXy0VqaipatmyJV69eQSgUQk1NDS4uLlBTU8OHDx8wePBgGBsbl1tA7OvXr/Dy8kJERAQyMjLw+fNn5OTkYNu2bejRowciIyNhaGjIfFfKysrIy8uDuro6LCwsxIQ1L168CDk5OURERDDLateuDX19fRARnj17hvDwcKSnp6Njx44QCAQQCATo3LkzoqKixJTJU1NT0bt3b9y9exdcLhexsbEwNDSEs7Mz1NTUWFVwiYmJ6NGjB5KSkpCTk8MYGA4ePBiysrI4dOgQIiIiYGhoiLi4OJiZmYkJUv4uGBgYwN3dXcxkdd++fXBzc0N8fPwvatnvTWJiYonLq7oi9rfj18ZUv4bg4GAKCgoiDodD/v7+LMGvO3fu0Nu3b1nry8rK0suXL8X2U9m6MOrq6oyIlySsrKxYPRzHjh0jBQUF8vHxISJiDBOrms+fP9OpU6fIxcWFLCwsiMvlMvk11YWkXJei08/MOcuLn58fM3l4eBCHw2HN8/Pzo7Vr19KdO3fIx8eHlJWVSVlZmfh8PhkZGdGtW7eoXbt2xOFwSFFRkTgcDrPvuXPnkoGBAS1cuLBK2l5W+vXrRzt27BCb7+3tTf369SMioi1btogZ9E2aNInU1NSoYcOGtHHjRmaYpiS+fftGO3bsoBo1alCvXr3I29ub4uPjSUpKisLCwpj17t+/X6k9Dnp6enT37l0iYvf4xcbGkpKSEhEV9JIkJiYyvSaFkZOTo2fPnrHmKSgo0LVr10hOTo50dXXp/v371LZtW+rfvz/Jy8uTkpISRUdHU15eHo0aNYratWvHbOvo6Eht27YlBQUFUlRUpNjYWPL19aXmzZuTrKwsmZubU+/evWnfvn3Up08fGjFiBOXk5DBtNzAwoHXr1pGRkRHr8+zbt49MTU0r7bxVNrKyshJ7MmJiYkhWVvYXtKh8fPnyhbZv3878P2zYMJaZ6YABAyR64pWH3NxcMjQ0FOu1/5P5I4MaEQkJCSQUCn+6XvPmzSUaPY4bN4709PQqzeSyVq1aEoMnEYVFvkSInJB37NhRLUGNubk5SUlJkYaGBvXr14+2bNnyR47biviZKFmXLl3IycmJhEIhffv2jSZNmkTq6uoUHh5O6enpYiaX06ZNIxUVFWrXrh1NnTqVZsyYwZqqGwUFBYkPmtjYWFJQUCCigpwZeXl51nIOh0P6+vrUt29f1g296CQJT09P0tbWJg8PD+rYsSM1bNiQtXzjxo3UuXPnSvqEkpOCuVwuBQYGMqadQqGQeDwe3b9/X+z7trS0pICAANY8CwsL2rBhA5mbmzOJvXJycrRw4ULS1dWlDh06MLk9z58/Jz6fz2xbs2ZNGjt2LHXo0IEUFBTIxsaGOBwOmZmZkZSUFA0ePJgsLS2Jw+EQj8djBDlFbV+5ciXVr1+fZGVlSUlJiW7dukUHDx4kTU1NJk/od6QyXa1/JWvWrKFhw4Yx/ysqKlL//v0ZM1NjY2NaunRppR1PR0dHYlAjEuS7desWS4yvqCDff40/WqdG1C2XlZWFpKQk5ObmspZbWloCKPD/sbOzw40bN5iS6cDAQCQkJEBTU5MpzduwYQNWrFhRbpPLWbNmYfPmzfDy8pI4PKasrIyUlBSWN4qNjQ0uXLiAXr16Mb41VcnEiRPRoUMHmJubS1w+c+ZMLFu2DAoKCpg5c2aJ+9qwYUNVNJEhICAAAQEBjHlgYUSib+XhwYMHaNq0qUSTvffv3+PKlSuIiYmBu7s7Hj16hG3btoHL5YLL5UJbWxuzZ89G586dcfXqVdSpUwdEhNTUVKirqyMyMpIxu3v27Blr3yUNmVYVNWrUwPnz58UMQ8+fP8/oX8yaNQv5+fksE7169eoBYH8GkTdSccTGxiIoKAi5ubkwNjbG9u3boaioiB49erDWCw0NxdChQyv0uQoj0vhwcXEB8D/PqoMHDzK/dy6Xi/r16yMlJQUyMjIsgU1PT09MmzYNbm5uaNmyJYACE9i1a9fCx8cHMjIy6N27N7Kzs+Hp6YmNGzeiXr166Nu3L3JyctCkSRMoKSkBAD58+IC0tDTs3bsXZ86cwYABA/Dw4UMEBARASUkJ3bt3x9GjRwEU3IM6d+4Mf39/LFiwgGnP/PnzER8fDx8fH+Tm5qJ9+/aQlZXF7Nmzmc/4O+Lu7o7Bgwfj5s2bjJZKaGgoAgICGGHNfwMnT55kzGxFrFmzBoaGhgCA06dPw8PDo9IkG6ZMmYLVq1fDx8eHkQIpLMhHRTJMfmcBxsrgj8ypEfHp0yc4OTnh8uXLEpcX/uLfvXuHbdu24cWLFwAKXHRbtWqFQ4cOMRdSRR2EHRwcEBQUhBo1aqBhw4Zi4lz5+flo1KiRRFG54OBg9OrVCz9+/PilF6yNjQ1Onz4NVVVV2NjYFLseh8NBYGBglbXD3d0dHh4eaNasmcT8pNOnT5dqP/369RObd/r0afTs2ROysrJIT09HUFAQXr9+jdTUVHTr1g1CoRDfv3+HkZERPn78iFu3bsHS0pKV87RkyRKsWrUKPB4PWVlZ4HK5UFZWhoODAzw9PX8b0bTdu3dj0qRJ6NmzJ8uh/tKlS/D29saYMWPA5XIhLy+Pbt26SRTdE1HSORcdR0NDA9ra2qzvi8PhsNzfK5vbt2/D1tYWI0aMgI+PD9q0aYOQkBDweDy4urqiTp06AApUj8+cOQMNDQ3ExMSI6c2I2lr0f6FQiMTEREyePBmPHj3C5s2b0bp1a+zduxfLli2DQCCArKws5OXlGZPUrl274urVq5CWlsbMmTOxatUqDBkyBPn5+Th58iRzXEtLS6SlpeHNmzdQUlJCZGQkNDU10adPH0b5OCMjA2ZmZkz+WUmMGjUKY8aMYcQ/q5vqdrWuCjQ1NREeHs5cN82aNcOZM2cYUda4uDhYWlqyHOwrgoODAwICAqCoqAgLCwsoKCggMDAQioqKMDExwcmTJ8Xuf0XzQ/9L/NE9NdOnT0d6ejru37+Pjh074vTp00hJScHy5cvFJOl1dHRY0Tefz4e7uzsT0ACAtLQ05s6di2bNmpWrPaqqqowyriRGjx7NcvgtTMeOHRnV0V9JYQnuXynH7e3tDT8/Pzg6OlZoP8X9+JWUlMDn86GiosJcAwsXLoSDgwNWrFgBHR0ddO3aFbt378axY8eYXj8A+PbtGw4ePAgZGRlkZ2eDw+EwNgtHjhzB7du3ceLECXz48AHt27cHn89nJO6rm3HjxsHMzAxeXl7w9/cHABgbGyMkJIQRFZs0aRKOHDmC+Ph4ODk5YcSIEWVW/V2+fDlWrFiBefPmVfpn+Blt27bFkydPsGrVKnC5XOY3pq6uzgogkpKSQET48uULeDwey/ICQInWB/r6+jh9+jTmzJnDUiaXlpZG+/btYWJiAikpKTRo0ADm5uYYPnw4bG1tIRQK8fjxY5ibmyMtLQ2hoaGs/a5Zswa9evViEoCHDRuGx48fQ09PD0eOHIGWlhazbmZmJlxcXErspfz69Su6dOkCfX19ODk5YdSoUdDV1S39yawgTZs2xcGDB6vteFVBZmYmvn79ygQ1YWFhYssr00JGVVUV/fv3FztG586doaysDFVV1Uo71r+CXzTs9Vugra1N9+/fJ6IC8TZRPsvZs2dZYmhEBclfV69epQMHDtC+fftIWVmZZs+ezdKSIKqYg/B/jfT0dEpNTRWbn5qaWuVaPjVq1Kh00zgRxZWTq6mp0cuXL1m5Tf369SMZGRl68OABM9/Dw4OMjIzo48ePtGrVKlZ5cnR0NPH5fKYcU5Tr4eTkRDNnzqySz1MZZGdn0+HDh6lLly4kLy9fotCeJKpKPFESRUugiYjevn1LR48epZycHCIi6tixo5h7fdFk8KKTCKFQSL6+vmRnZ0cNGzZkJfbm5+dTZmYmRUZGUmRkJGVmZkpsY3p6Oi1fvpw4HA7Z2NjQokWL6N27d2LrvX37lng8Hh08eJDmzJlDkyZNIg6HI1G0s6j+VnF8/PiR1q9fT5aWliQtLU09evSgEydOsPR0/lI8DRs2FHsuFGbPnj1kZmZWpW34kwX5/uigRklJiXHF1tPTYwTR4uLiWIl7586dY4T3VFRUSFVVlWRkZIjD4ZCCgkKlOwj/V+jRowdt27ZNbP6OHTuqXARs7ty55OHhUSX7LimoiYiIEEvYXrt2LamqqpK/vz9xuVyWuFxRHB0dydzcnBo3bsyqXLly5UqV3wiLo6wJhwkJCSUK7UnC2dlZYpVVZZOQkEAmJiYkLy/PaNJwuVwaO3YscTgcRn+Iy+VSdHR0qRLvHzx4QDNmzCA7Ozvq2bMnGRgYEIfDISsrKxoyZAgrsbdPnz5lam9hTSRJFL7Wyqq/VRoePXpEU6dOJTk5OdLQ0KDp06czisyVRVGtL0lTaYKx34V//vmH6tSpI1Gg8/3791SnTh1atGhRlbbhTxbk+6OHn4yNjfHy5UvUrVsXjRo1ws6dO1G3bl14e3uz9FZmzZoFZ2dnrFy5kvHOyM3NxZw5c+Dt7c24alfUQRgoSDI7fvy4xMTlqswrqAru378vMRm4Y8eOjAZQeSjOBX3hwoXM3/n5+di5cydu3LgBS0tLsfykiiYpR0VFMd5bRIQXL17AwMAAx48fR6dOnVjrzp49G/n5+Uxya0xMjJgfjIhr167B29ublXQLFJgu/kyPoiooT8KhSAeKiEqd32VkZITFixfj3r17sLCwEPu+KktvyNXVFc2aNUNERATjG0ZE6NmzJ/bu3Yt79+6hd+/eICLk5eWJDTGJyM7ORm5uLhYvXoytW7dCUVERhoaGSEtLQ3JyMjgcDrp164bY2Fj4+flBWVkZ7dq1w8WLF9GsWTOJjuWi4b0rV65AUVERbdu2BRHBxsaGyZmxsrJinZvnz58z34uqqio4HA44HA7q168PAGK5SZLy8Yrj/fv3uH79Oq5fvw4pKSn07NkTT58+hZmZGdasWSOWPF5eSsq1unv3LrZs2VKpwzVVzdy5c3Hq1CnUr18fjo6OaNCgAQDg5cuXOHjwIHR1dSt9mLXoc+Px48cACsxRRdeA6Df5X08U/qN7ag4cOEB79+4lIqKwsDDS0NAgLpdLcnJydPToUWY9eXn5YrvGS9OVXFo2b95MioqKNHXqVJKRkaEJEyZQly5dSEVF5bfRLSESH4orPBVGXl6eIiMjxbaPjIxk9YSVleLe7FDIV0k0FfbPKTxVhMKKnYUn0TGLU/IUDTUVZ7NAVNDrExoaSlJSUiV6E1UXjRo1ooEDB1JUVBR9+fKF0tPTWZOIwsNPcnJyNGDAALp48WKpJBOISKLOUM2aNStdb6hGjRpMCbSMjAwtXryYuFwuzZ49W+w7FX2fRVXERfMKq4qLtIa6du1Ky5cvZ6wO2rZtywxxjR49mpo0aUI6OjpMeW/hSYS5uTmjV9WnTx/icrlkYWFBmpqaZGRkxNpGQUGBevbsSURs/a1Vq1aRtrZ2ifpbksjNzaWTJ0+SnZ0d8Xg8atq0Ke3YsYM1XOzv70+qqqqV84UUw4sXL6hv374kJSVFI0eO/O088H5GWloaTZgwgdTU1JjrQ01NjSZMmCBxSL4iSHputGnThpSUlGjKlCmUkJAgNv2X+aODmqJkZmbSo0ePxITCHBwc6NixY8VuV1kml8bGxnT48GEiYouALV68mKZMmVLh/VcGkobiRFNRaf+OHTvS1KlTxfYxefJkatu2bbnbUFgs8WdTVSDpJlGWG0dJQwq2trY0Y8YM4nK5Yt5E/fv3r5LPUxLy8vI/lXYXCe1ZWlrSpk2bSiW0VxpkZGTI0NCQli1bVm4Dy6KoqqrS8+fPiaggOK1duzbjZ8blcklHR4e0tLQIADVs2JDWrFlDZ86coTNnzpCtrS3Vrl2b5s6dS3w+nwwMDJh5Bw8eJKICjZnHjx8TUYHsv7W1Nev4pbEqUFBQoPj4eMrPz6elS5cy3/ujR4/EtpWVlaW4uDhSU1Njzvvo0aMpIiKiXIJ16urqpKamRpMnT2Y+R1G+fPlSbpuKn/H27VsaO3Ys8Xg86tWrFz19+rRKjlNd5OfnU0pKCqWkpFSZQWfR58aLFy/I0NCQJk6c+Ns8N6qTv0FNMYi8R86ePUs+Pj6kp6dHS5cupZMnT9LZs2fp9OnTNHToUJKXl2fe5FRUVMjDw6PUb6dF4fP5zMNQU1OTnjx5QkQFipolvaUnJCTQ8+fPy33cslC/fn1ydXUtVa/U7du3SU5Ojtq1a0dubm7k5uZG7dq1Izk5Obp582aVtrM8DuzVBYfDKdZTSVlZmekBEHkTmZqaUs2aNass8bkkSpNwWBGhvZL49OkTbdiwgRo1akTS0tLUrVs3OnbsGJPMWx4GDRpE48aNo7NnzzJilu3ataN27dqxekvc3NzErvE6depQQEAAnT9/npSUlBjRvv379zM5Yjwej0noff36NUuUMCsri169ekUyMjJEVPC77d27N129epV1HDU1NYqMjKQhQ4ZQmzZtaOfOnUREFB8fL9bDaWRkRAcOHCAFBQXmJYjL5ZKXl1e5erj2799PP378KPN2FSU9PZ0JFlu1alXl94f/EpKeGzo6OnTp0qVf0rv7q/mjdWqEQiH8/PwkCrQFBQWVWEJLhXQonjx5AqBA78LNzQ3jxo0TE18qDYaGhjh16hQaN26MZs2aYdy4cZgwYQKuXbuGIUOGYN26dUhPT2eJ2o0fPx6+vr4ACnKERIJuVYWCggKePn3KCEn9jCdPnmDt2rV48uQJ+Hw+LC0tsWDBAmbMv7IoKqDYuHFj3LhxQ0wr5/Pnz9DW1mZKasvDmjVr4OLiAj6fD6BAIKxZs2aQlZUFAHz//h3z5s3D9u3bJW6/b9++n36WGzduQEpKChkZGWjSpAmmTJlSal+tyuT06dP4559/MGfOHIm5LpaWlhg9enSpys337t3L+r8sQo0jRozA3r17ceTIEQDAsGHDMGbMGDRq1KhMn+fNmzfo3r07oqKiICUlBWtra9y7dw/16tXDnTt3WCXQhXn16hXMzMygpqaGtLQ01KxZE1++fMGjR48gKysLCwsLZGRkQEpKCh8+fICmpiZevnwJa2trJgesW7du6NKlCxYsWIDU1FQYGxvj8+fP4HK52LJlCyZNmgQA6N27Nx4+fAihUIivX78iPj4eurq6uHbtGqZOnYqYmBimXWvWrMGaNWtQs2ZN5Ofnw9zcHKdOnQKPx4OFhQVLSkBERYQnq4I1a9Zg9erV0NbWxsqVK9GnT59f3aR/FZKeG6mpqQgODsbDhw/x5cuXX93EauWPDmp+ZiC5cePGYrcVmVza29uz5p89exaTJ0/G27dvy9yesWPHok6dOli6dCm2bduGOXPmoE2bNggLC0O/fv3w/PlzTJgwAU5OTgAKEgp79+4NPz8/mJqaYurUqTAzM4OPj0+Zj11a+vXrhyFDhmDQoEFVdoyyUFRAUXQ50/8nxKWnpzPrCoVCnD9/HvPnz8e7d+/KfUwpKSm8f/+eeQAqKyvjyZMnTKBXWGTv7t27SE1NRa9evZjt9+/fj6VLlyIzMxN9+/bF1q1bmYDod6Oo8SRQeQmHZRVqfPfuHXbt2oVVq1ZBWloa2dnZaNWqFby9vdGwYcNSH1cgEEBDQwOdOnWCtrY2vL29kZCQIJa8++PHD5w4cQI+Pj4IDQ0Fn8/H+PHjMW/ePAwfPhwvX77E6NGjoampiTVr1uDNmzfgcrmwtbWFrKwsoqKikJqainbt2gEoML5s0aIFQkNDsXPnTmzduhW7du1C586doaKigrdv30IgEKBXr14IDQ2Fnp4eZs6ciTFjxgAAZsyYAaFQiC1btjBtJCLMnz8fmzdvRk5ODjO/fv36xZ4TSYm5RRPTi6MqAiIulws+n48uXbpIVOkWIUqk/gsbSc8NRUVFfPr0CXw+H+3atYOCggJrm//yufyjq5+OHj2K48ePo2fPnmXeNi0tDSYmJmLzTUxMGNuEsrJr1y6mt2jKlClQV1dn3IsnTJiAWrVqsYT9zp49iz59+jAu3StXrmQCnqrCzs4Oc+bMQVRUlMQ396JBnghRtUhhlJWVK9yeogKKWVlZzDIOhyPmqFzWChBJFH0PKOm9wMPDAx07dmSCmqdPn8LZ2RmjRo1Cw4YNsXbtWujo6DCS6VeuXIGMjAw+f/6MQYMGYdu2bdi9ezfMzMywbds2sc9T1VSlM3JphBrz8vJw9uxZ9OzZE9evX0ezZs3g5eWFoUOH4tOnT/jnn38wcOBAREVFlfq40tLSmD59Ojw8PJhqocLWI1QwLM/8v27dOty5cwdTpkyBrq4uatasifnz56Nnz55Yvnw5AGDZsmUAChR5f/z4gWfPniEmJgadOnViBByFQiFq1qyJkSNH4tq1a+jXrx9atGgBHx8fDB06FOfOnYOvry+Sk5Px6tUrMVVpSS9ZHA4Hq1evxuLFixEdHQ0+n49evXrh7t27THVXYYoLQv38/KCvr4/GjRuXeD1XBSNHjvwlwpL/FSQ9Nzw8PGBoaAhjY2OJLyb/aX7FmNfvws8MJEW4uLiw3LGJCkwuO3ToIKZJM3XqVGrRokVlNpOh8NgpUYGRXuF2JSYmVqpruCSKVvwUnopW/GRmZtKUKVNIU1NTYrVSZVBUQPHAgQNMBYiJiclPHdjLQ3E6NSIKa4doa2vTw4cPmWULFy4kAMz2x48fZ4nsmZub08GDB4nL5VJkZCTJyMjQggULqGXLlqycjz+BqVOnkrq6OtWoUYNcXV0lJo2+f/+e5XL+M1auXEm+vr5EVCB0eP78eeJwOOTs7EyOjo6kr69Pmpqa1L9/f9qyZQudOXOGiIikpaWZBGMRCQkJNGbMGOLxeMTlcpm8KC6XSzIyMrRp0ybW+hYWFrR582ZKSkoiZWVlunPnDhEVVF6qqKiQtLQ0WVhY0KdPn0ggENCJEyfIw8ODli5dSjY2NhXSh3n58iXNnTuXtLW1JS6fPHkyqampkZWVFW3evLnSK3T+dH5FntKfyh/dU/MzA0kRp06dwrlz51jz1qxZA1tbW4SGhuL79+8ACjQVkpOTcenSpVK3ITIystTr6uvr49GjR9DX18fnz5/x/PlzxvgNKDDDq2pPj7LoRcyZMwdBQUHYsWMHHB0dsW3bNrx9+xY7d+6skJZPYTIzM5lhIDU1NRgYGKBNmza4efMmunbtig4dOlTKcUqDaKjJ2tqamZeamgoHBwfk5OSgb9++ePbsGetas7a2Zp3T+Ph4NGjQAESEU6dOoXfv3li5ciXCw8PL1aNYHs6dOwdbW1vweDyx674oxfXMlZaShj2uXLkCc3Nz6OvrY9OmTRLX0dDQKJMdx86dO3H48GEABb2qJiYmWLp0KTp27IjRo0fj/fv3GDx4MBwdHdGpU6difeGAgt+jj48P3NzccOLECcTGxgIAGjRogP79+4vlti1ZsgTDhg2Dq6srtLS0sHbtWgAF+iVycnKQl5eHqqoqhgwZgrt37yInJ4fJiXn8+DFsbGyYc1KYsLAwidpWAoEADg4O2LNnD+7evYtmzZoVm7u0bds2bNiwAf7+/tizZw8WLFgAOzs7jBkzBt26dfvbk1IO8vPzsWLFCnh7eyMlJQUxMTEwNDTE4sWLUbduXWZYsTLJzMzEsWPH8OPHD3Tr1q3Scxf/DfxxQU1Rg8LAwEBcvnxZooGkaNwxNTVVLFjo0KEDrl+/jg4dOjB5G/369cPkyZOho6NT6vZYWVmxchRKYsWKFZgyZQqeP3+OwMBAmJiYoGnTpszyO3fuFOueXRVkZ2dDTk6u2OUiL6qOHTvCyckJ7dq1g5GREfT19XHo0CFm2KwiFBZQNDAwYMQQfX19GddrSUhKoCwLPj4+jEGgQCCAn58fTp48CSMjI0RERAAoGGrKy8tDo0aN0KlTJ6xZswapqams/YgCYhEyMjL48eMHOBwObty4gZEjRwIocMsuTnSwsunbty8+fPgALS0t9O3bt9j1KkPEq6RhjxYtWgAoXmwRKBhKKkvg+uHDB7GE66VLlyIuLg7v379HXFwc1q9fj0GDBuHbt28gIjx69AhAwf1g7ty5SEhIYIasBgwYAEdHx1IJ0Q0YMABt27bF+PHjUaNGDeb3bmBgAGNjY+Yec/HiRairq6Nt27ZMADZ06FA8ffoU48ePZ/m/HT16FCNHjkT37t1x7do1dOvWDREREYwwZHx8PKKjoxEUFMTk9hSHrKwshg4diqFDhyIxMRF+fn6YPHkyBAIBnj9/XipDzL/8j+XLl2Pfvn1Ys2YNxo0bx8w3NzfHpk2bKhzUJCUlwdHREeHh4WjZsiV8fX3RtWtXJrjm8Xho3bo1fvz48a8Xci0Lf1xQUzQ4KclAUoSRkRGuXLmCqVOnsuaHh4ejQYMGOHXqVLnbUzhn4fHjx5g9ezbmzJmDVq1aASh4+1+/fj3WrFkDe3t7ZGVlwd/fH9ra2jhx4gRrX6GhoYxqbVUhFAqxcuXKUr19pKWlMcmzysrKTK5R27ZtmUqPiuLq6or3798DAG7evAk1NTUcPnwY+fn54HA4sLKyEtumog9jPT097N69m/lfW1sbBw4cQHJyMtLT0/H06VPo6enh6NGj0NbWRlpaGqytrWFtbS325h8ZGcka827bti3c3NxARHjw4AGOHTsGoECFWOTyW9UU7jmqaiXXn5lhHjhwAN7e3tDR0cHdu3eZXhsDA4NyVcnUqVMHoaGhrBwaoCCnR0lJCUOHDkVoaCjatWsHKysrvHnzBq1bt4ZAIMDixYthamqKRo0agYgQHR2N0aNHw9/fH2fOnCnV8bW1tZner69fv+L48eNo1qwZy4Waz+cjKCiIlejbsGFDXLx4EZmZmfD09GQSP1etWoU+ffrgxIkTkJWVxcuXL5Gfnw9TU1O0bNkSO3fuBI/Hk5hfUxLlUYX+C5v9+/czieATJ05k5jdq1AgvXryo8P5nz56N3NxceHt74/jx4+jevTvq16+PmzdvwtfXF0uXLkVsbCxTTPH69Ws8fPgQU6ZMqfCxf2t+4dDXLyMxMbFMmi6+vr7E5/NpyZIlTH7G4sWLic/nk6ur60+VdUuLtbU1oyRamIsXL1KTJk3Ktc/Kxt3dnQwNDengwYOMTgcR0dGjR6lly5asdS0sLBgBvM6dO9OsWbOIqEABU1dXt9LblpCQQBkZGfTo0SMKDw8vlzBeRZCVlWWJxLVp04YWLFhA7dq1Iw6HQ4qKiiQnJ0ccDoeCgoIoIiKCmjdvTjwejy5evEgRERF05coVatGiBQEgHx8fZl/Tp08nFxeXKml3SZQkKnn37t1KOUZxZpjbtm0jDQ0NWr58Oeta27t3b7lVoVevXk3q6uq0Z88eSkhIoLNnz1KHDh2Iw+GQjo4OrVu3jqSkpFj5M15eXiQnJ0cNGjQgDodDFhYWzLKAgABSUlIq1W9+4MCBtHXrViIq0KwxMjIiACQlJUUnT55k1rO0tKSAgADWtnXr1iVtbW3i8Xgs1WWRgCAREQAaO3YsCQQCioqKYvJnJOUDSaKiqtB/YSMnJ8fcawrn3T1//pwUFBQqvP+aNWsy+YSpqanE4XCYPC1jY2Py9PQkdXX131bItar4I4MaLpfLSvQsDdu3byddXV0mKbZmzZrMA+pnyrqlRU5OjqKiosTmR0VFsRKA8/Pz6eHDh3TixAk6efIkPXr0qMrUKotSr149unHjBhGxf6jR0dFi0ukbNmxgEpmvX79OcnJyJCsrS1wuVyyJsry4u7tLFALMysoid3f3SjlGadHT06OQkBBKTk4mZ2dn4vP5zLlKT0+nx48fM7LpkmwWCs+vrETqimJqaioxafT27dukoqJS6ccrbIYpLS0tUWH76dOnpK6uXq795+fn09y5c0lOTo6xPJCWlmbd6IsGAV27diVPT08iInr8+LFYcLlixQrq1q0b839ubi45OTlRXFwca72aNWsygpqHDh0iIyMjMjU1pTlz5pCFhQVjPnnx4kVq2LAhnThxglErP3HiBFlYWIi99Ojq6jJWJDVr1iRtbW2qU6cODR8+nHlwliaoqSpV6D+ZJk2a0IEDB4iIff26u7tXSFFdBIfDYdmtFBZg5PP59PDhQ+JyuWUScv0v8EcGNUWrV8rCx48f6fv372VS1i0tjRs3JkdHR5Ziak5ODjk6OlLjxo2JiCgwMJAMDAxYD0Uul0v16tUr1jW5MinN28fr168lBlkJCQl06tSpSnWJLS5A1dXVZXo7qkuJd+LEidSqVSvas2cPASB1dXXWd3ngwAFq1KgRPX78uMRepJCQEJo6dSoNGTKE+WyXLl2iZ8+eVcvnKIyTkxM1bdqUpc4cEhJCysrKtGHDhko/XlJSErm7u5OBgQEBYB7Gha+1mJiYClf5ff/+nXg8HvXu3ZsuXLjAul6LBgGFrQ8kIcn6QFlZmeLi4lj7lZOTY3ryHB0dad68eXTu3DmytrZmeUwV/W0XDYBfvHhBeXl5REQ0dOhQWr9+PREReXh4kKamJtnZ2ZGCggJJSUmRpaUlSUlJ0e3bt0s8H1WlCv0nc+bMGVJRUaFVq1aRvLw8rV27lsaOHUsyMjJ07dq1Cu+/pCpMAwMDun79OnG5XGratCl5e3sTEdHVq1fL/dL9b+GPDWqK894pDcHBwSQrK0vh4eGV2Cqi+/fvk5aWFmlqalLnzp2pc+fOpKmpSVpaWnT//n2KjY0leXl5srGxoTNnztCLFy8oOjqaTp06RR06dGBF6lVFad4+igYagwYNKtbAsaIU913Onz+fZGVlqX79+kwX/fDhw2nXrl0VKo0tiU+fPjFDTQDo1KlTRFRQduzo6EjS0tLMg0pVVZWcnJzEzktwcDDx+Xzq0qULycjIMOfX09Pzl3g/CYVCcnBwoA4dOlB2djYFBgaSoqJipfW0ERU/7GFqasqUVBe+1rZs2cIE+RXhzZs3tHz5cqpXrx7p6OjQrFmzKDw8nHg8HiuoKWx9IIl//vmHsT4QMXLkSFq3bh0NGTKEmVe/fn06duwYZWRkkKamJgUEBJCqqirxeDzGFkNRUZE1iYa7r1y5Qj179iQul0tSUlLMuRg7diwtWLCAiAq+K09PT+rduzfNnDmTEhMTydvbm5o3b05SUlLUqlUrJgAqyqhRoySabBZnuvmX0nHz5k3q0qULaWpqEp/PpzZt2ojZYpQXDodDEyZMoBkzZtCMGTNIRkaGnJ2dacaMGWRubk5NmzZlLDNE9xRVVVVydnaulOP/rvyRisJcLhfjx4+HvLx8ievVrFkTGRkZjLAWEcHW1hbXrl0DEUFFRQWhoaFlUjP9GZmZmTh06BCTSGZqaophw4ZBQUEBU6dORXR0NAICAsS2IyJ06dIFZmZm2Lp1a6W1pyhnz57FqFGjsGDBAnh4eMDd3R0vX77E/v37ceHCBXTt2hVcLpepngEAJSUlRERElNpaoTSoqamBw+Hg69evUFZWZlWOCYVCZGRkYOLEidi2bRvev3+PkJAQXLhwAceOHUN+fn6VJj/evn0b7du3R35+Pr59+wYrKytkZGSgf//+MDc3R0BAAJPoraamhm3btqF9+/aQlZVFq1atYG9vj+TkZBw4cIA5bw8ePEC/fv3w5s2bKmt3ceTm5sLOzg5ZWVmIjIyEp6enWNJ8eZk8eTKOHj2KOnXqwNnZGcOHD4eGhgYAMOXS69evx5gxY+Dj44PXr1/D09MTPj4+GDJkSLmOKakE+tOnT0hMTMTnz5+RnZ2N2bNnY+zYsWjQoAHL+kASGhoaSEtLYyVVe3h4YPny5ZCTk8OCBQugoKCAW7duwd/fH7Kysqhfvz4eP36MAwcO4Pr163j06BHmz58vtu9Ro0YBKEiIDw0NxaZNm9CjRw9ERkbC0NAQZ8+ehZubGx4/flziZ3769Cl8fX1x+PBhfPz4sVzn7S+/Fx07diy2Ypb+X0CSy+UiKCgIR48exZ07d1C/fn1MmDABMjIy1dza6uOPDWpatWpV4hcrktifN28eBg8eDACYN28eNm3aBA8PD/D5fMyfPx8GBgbw8PAotbJuRTA3N4enpyd69+4tcfn58+exYMECPHv2rNKPXZhbt27Bw8MDERERjDfRkiVL0K1bNwColqBm3759ICI4Oztj06ZNrKo2GRkZ1K1bF40aNcLt27cRHByMoKAgPH78GKampujYsWOJFhgVJSIiAo0bN8bHjx+xfv16nDx5Enfu3GEeiiKbBQBo06YNkpOTERUVBUNDQygqKiIwMBCtWrWCvLw8c94SEhJgYmKC7OzsKmu3CEll8N+/f8fQoUNhZ2fHqlyraGk8l8uFnp4eGjduLPEGnZycjOjoaEYpWkdHB+7u7uUuh5VUAh0TE4OUlBQ4ODhg06ZNOHToEPbs2YPw8HCYm5vj2bNnjPWBJFJSUnDnzh2cOHECAwYMgEAggIqKCvLy8qCtrc2S/s/JyYFQKMTr16+ZEumLFy9CVVWV0Zx6+PAhjhw5wng8GRsb4/Dhwzh9+jRatmwJRUVFpoLr9evXaN++fbG2LEVVu/Py8sTuVX+pWnJzc8W8BQGI2XL8pXL4Y4Oawg/d4lBTU8OdO3dgamoKAMxNt/DNlyToy1SkZDg2NhZBQUESfwTr1q1DZGQk6tatK3Hb+Ph4WFpaimmfVDdF32yVlJQQGRkpVkZbGYSEhKB169ZiN+rWrVuzgpgOHTqgffv2lWIzUFTrqDDZ2dkIDw9HSkoKuFwu8vPzwefzMWTIEHh6eqJmzZqs62/Pnj0YN24cYmNjYWhoiNq1a8Pb2xt9+vRhBTWnT5/G7Nmz8fr16wq3/2cULucVUfj/yvJ+AlBqM8xt27YhIyPjp7/Zn2FpaYkJEyZgypQpTLBtYGDA2JAUttB48uQJ9uzZU6rf0/v373Hnzh0cPHgQvr6+ePXqFQIDA8WsDoCCh1x8fDzq1asHaen/qWpkZ2dj3rx52Lp1KxQVFVG3bl1wuVy8fv0aGRkZGD9+PHbu3AkOh8OSAcjPzxeTwq+s7+cv5Sc2NhbOzs4sXSGg+r+bP02Q74/TqQFQanVMgUDAejszNjbG9OnTGc2BpKQkGBsb48ePH5XSrt27d2PSpEnQ0NCAtrY2q50cDgcZGRklDpnJy8uzvI+qkrCwMERHRwMAzMzMWCKARITRo0cz5y47OxsTJ06sNFO1b9++MW+gjRs3xo8fP8S+g+joaMjLyzOqsaamppXmm1ScanNubi6uX78OgUAAMzMzTJs2DTNnzkS/fv1w/vx53L59W0z0qnXr1qzgdciQIVi+fDlz48vPz0doaChmz57NCPFVNVXp91QUPz+/Uq/7s+Hi0vD69WvY2dkBKOjRy8zMBIfDwYwZM9CpUydWUFOjRg0sWLCAJdb3/v175OXlSXzLPnPmDPr37w9TU1OEhIRAQ0ODFcDk5ubCxcWFcWmPiYlBzZo10apVK8TFxSErK4v53jMyMvD8+XMIhULk5eXB1NQUe/bsQZs2bcDn87Fnzx7UqlULmzdvxps3bxh14r/8PowePRrS0tK4cOGCRMPkquBngnx8Ph+XL19G+/btq7wtv4o/MqgpbedUvXr1cPPmTRgaGiIpKQkxMTGsi+HNmzdlFrUqieXLl2PFihWYN2+exOVcLhdRUVGMWmhRPn/+XGltKY43b94wAmWqqqoAgPT0dLRu3RpHjx5F7dq1mTwAESNGjKjUNqipqTEu2aqqqhJvFiLxvZYtW+Lq1atYtGgRZGRk0KFDB9jY2LAUPsvK3r17Jc5ftmwZHjx4wBpqmjJlCtatW4f169ejTZs2LIdlAMw5FLFy5Uo4Ozvj/v37yMjIgJmZGYRCIYYNG4Z//vmn3G0uC/r6+tVyHEkUNwwlifKooqqpqTE9L7q6unj27BksLCyQnp4u9kJQt25dmJiYsMwyO3XqhJiYmGKF/zQ1NaGqqgpnZ2dERkYiKSkJXC4XMTEx2Lx5M86fP4+xY8fi4MGDAIC5c+fiy5cv0NTURGJiIoYMGYKGDRuyrER4PB78/PzQpUsXzJ49G0SEe/fuISoqCnfu3EFISAjrpeIvvwdPnjzBo0ePJBofVxUlCfJxuVxMmjQJbm5uCAwMrLY2VTd/ZFCzd+/eUnkkTZkyBVOnTsWtW7dw7949tGrVCmZmZgCAadOm4fXr1ywlUADw8vLCq1evivWqKYkvX75g4MCBJa7TuXNniUFZaa0WKsrYsWORl5eH6OhoGBsbAyjwrnFycsLYsWNx5cqVYh/6lUVgYCCjOvsz358OHTrAxcUFjx49gpeXFw4dOoRjx45VKKgpjosXL2LhwoWshFJRsp6mpiYWLFjAKBGLbBZED1g/Pz+oq6vjy5cvMDIyAofDwYULF5CRkYHGjRv/8i7jqKgoMW8hoPJzx0qyZagM2rdvj+vXr8PCwgIDBw6Eq6srAgMDcf36dXTu3Jm1blBQkFjv0P79+5GVlVVsD1P37t0BgAlKe/TogZs3bwIo6MmZPXs2jhw5wvxOz58/j1WrVmHSpEkgIowbNw6dOnUSsxJp27YtLl++jK5du6JJkya4du0amjRpgrt378LCwgJZWVkSv5+K5jz9pfyYmZlVy4tmYW7evIlz586hefPmsLW1hYaGBvbs2cMMgy5evFjsOv/PUU1VVv9afH19qW/fvjRx4kR6//49M19HR4cGDBhA/v7+rPUfPXpUbrVcZ2dn2rFjR7HLS9I2qWq1XBFycnISS9nDwsKIz+dX6bHLwqNHj2j9+vXUu3dvUlNTI2lpaWrcuDHNmDGDKROubNTU1OjFixeseRwOhxFkVFFRYWmPiCYAVLduXdLX1ycApKurS3Xr1q2SNpaV169fk6WlpZhgYGU6rUtCIBBQSEgIffnypVL3m5qayji1Fy2BTktLK/P+8vPzKTExkbKysljz9fT0GMVlUTk6n89nFIhF8xQUFOjy5cukrKxMHA6Hjh07RkREcXFxYqqzL168ICUlJda8jx8/kp2dnUQhRw6Hwwj6FZ7+UnUUPs8BAQHUqlUrCgoKos+fP1fL91CSIB8R0YcPH34bYc+q4o/sqSkLzs7OEp2EU1NT4enpCSMjI9Z8ZWXlckfnRkZGWLx4Me7duwcLCwux5Ndp06aVa7+VSZ06dZCXlyc2XygUlsnIs7IozrCyefPmMDU1RZcuXTBu3Di0b9++yh3Mv337JjacVLjX6uvXr5g+fTr27Nkjtq1oyK5hw4bw9fVFy5Ytq7StpcXV1RUGBgYICAiAgYEBHjx4gNTUVMyaNQvr1q2rsuNKSUmhW7duiI6OFjunFaGwrxSXy5VYRi1CIBAgODgYr1+/xrBhw6CkpIR3795BWVmZqVwiIhgZGeH58+es3rRPnz6JJTU3a9YM165dY/WqGhoaYteuXWjVqhXu37+PjRs3YtCgQTh//jzrc0tJSWHatGlo0qQJa5+TJk3CxYsXmX1yuVxWOa+kPLK/ycNVR9HhcCIS6xmhSkoU1tfXR6dOnWBjYwMbGxvGFb5oLuafxt+gppwUZ3J5+fLlcpcu79q1C4qKiggJCUFISAhrGYfDQXZ2NlxcXMDn8wEUGFg2a9aMScj9/v075s2bh+3bt5fr+KVh7dq1cHFxwbZt29CsWTMABUnDrq6uVfqQKw6Ry3lRiAhRUVGIjY1FWloaunbtWuVtET1IClM4vyglJQUzZswQyzkqzKpVqzBt2jTo6enh5MmTVdbW0nL37l0EBgZCQ0MDXC4XXC4Xbdu2haenJ6ZNm/ZTfZSKYG5ujri4uApXzZXG3Tw5ORk8Hg8NGjQAACQmJqJLly54+/YtcnNz0bFjR6xevRr5+fmQk5ODt7c3gILAqH79+khNTWUFNc2aNcPFixfh4uICoOD3u3LlSnTq1Ana2tr49OkTNm/ejJycHFy8eBF37tzB5cuXsXjxYkhLSyM/P5+RHfjw4QPy8/OxdetWMePMW7duQUZGBteuXYOtrS127doFoVCIGTNmQF5enrkX3L17F/v27YOnp2eFzuVfSuZnw+GViZOTE4KDg3H06FHk5ubCwMAARIRhw4ahXr16UFBQQG5uLlasWMG80FVXIckv5Vd1Ef3bKc7kUl5ennbt2lUlxyyq1KukpFTtXYuqqqokIyNDXC6XZGRkWH+rqamxpurgzJkzZGxsTD4+PhQZGUmRkZHk4+NDpqamdPToUTp48CDVrl2bMdOsSgoPNYkmJSUlZp6qqqrY95Odnc0MORARS2FWTk7ul5zTwqiqqjIeRoaGhhQYGEhERK9evary4cbLly+TlZUVnT9/nt69e1fu7ntJQ36ShgAL3w779OnDDAmJhoqUlZXp8OHDZGRkxNr/uXPnqG3btvT06VNm3q1bt0hRUZEmTpxIcnJy5OrqSl27diU+n099+/Yla2trMjU1peHDhzPeTUREbm5uJC0tTVwul9TU1IjP5zMK1XZ2drR582Zm2rBhA0lLS5OpqSkRFQx53b59mzp16kSbNm0S+34OHTpEHTp0KMtX8JdyUJwfXVWRnZ1NAQEBtGTJEmaIGwDJy8uTjo4OdezYUWz6L/NH6tRUFjt27MCKFSvw7t07AAXVEm5ublVWevszUbuUlBTo6OhUafeyqBy1NJTUI1FZNG/eHMuWLWMSNEVcvXoVixcvxoMHD3DmzBnMmjWryjVeJJ0bJycnbN68mSlBnzhxIp4/f17sd7Zv3z4kJSVh6dKlEhOuq+OcFqZdu3aYNWsW+vbti2HDhuHLly/4559/sGvXLjx69KhKhR4L93pJ0oYq7XVetNdTEk+ePIGcnBwmTJgAAFBXV8fOnTuhqamJXr16ISIiAu7u7tDT08P69etZb7xqamrIysqCQCCAjIwM05MqFAqRnZ2NRo0aMSKV8+bNg4WFRYltefPmDU6cOIHY2FgcPHgQPB4PX758Qe3atVlCfjIyMvjw4QM8PDzg6uoKe3t7qKqq4sSJExgxYgQCAwNZ13xMTAysrKz+jLf1X4hIXLOimkrl5cuXL1i/fj22bt2KjIyMP2648Y8LakTy+qUhLS2tVOt9+vQJfD6fGWcvCzNnzsSyZcugoKCAmTNnlrjupk2bfnlQ87vB5/Px+PFjsbLJFy9eMBo2CQkJMDMz+yU389IEorVq1WJp1URERKBJkya/xfd49epVZGZmol+/fnj16hV69eqFmJgYqKur49ixY+jUqVOVHftnwUiHDh2q7NhqamoIDQ2FmZkZ850dPnwYq1evRl5eHpYuXcroLj148AAAih3iHD58OIRCIUvzKiUlBdu3b8eDBw/w9etXfPv2DRwOBwYGBhgwYAAcHR1x/vx59OjRAzIyMrCxsYG/v79YjszBgweRl5cHJycnPHr0CD169MDnz58hJSWFQ4cOMWroQEH5+NmzZ/Hy5cvKPl1/KURpxV0ri9zcXNy9exfBwcEIDg7G/fv3oauri/bt26NDhw7Vpm/1u/DH5dSUp9S6MEeOHIG9vT1LSE5TUxMhISHIyspCy5YtyyTy9vjxYybxtqT8hN8p4UsoFOL06dMs8b0+ffqw1FGrCxMTE6xatQq7du1ibC/y8vKwatUqJtB5+/atRGXXyubBgwdo2rQp6226MDk5ORAIBGLzi363QqEQRMR4jv3K81u4B8zIyAgvXrxAWlpamV4OyktVBi1FS6AFAgHCwsKYnIRu3bph5cqVTO4Mh8OBj48PBAIBeDwedu3axdofh8NhtGcA9tu6k5MTZGRksHPnTqSmpkJTUxO6urr4+PEjc/z27dujVq1aiI6OxujRo+Hv74/z588zytw3b96UmKBfWAOqadOmSExMhI+PD+bNm4fly5fj+vXrAAquzdjYWJw6dapyT+RfJFId92sPDw8miNHX10f79u0xfvx4HDp06JcUbfwu/HE9NRVFVlYW48aNg5eXFwC2ySUAaGlpISAgoFJNLkVwuVwsX76c6RGaN28e5syZwxgAfv/+HUuWLKnSN/znz5/D3t4eHz58YHRqYmJioKmpifPnz8Pc3LzKji2JO3fuwN7eHlwul9HkiIyMRGpqKg4dOoQhQ4bgwIED+PDhA+bMmVOlbSna7aysrIyMjAzmrS0lJQXa2tro1q0bExTn5OTg0qVLcHBwAFCQ1BoaGors7GxGA+lXnt9fTXp6Onx9fZkAumHDhnB2di53JdunT5/g5OSEy5cvM/Po/6uFgILvMCYmBjIyMmjUqBHy8/ORkZGBZs2aITY2FhoaGrh582axb+HZ2dnIzc2FqqoqYmNjoampiWbNmsHLywvdunXDu3fvoK+vD0VFRQiFQpw9exZXrlzBgwcPmCTTwMBA9O3bF1wuFwcOHEDv3r3B5XKRkpLCaCBlZmZi9uzZOHfuHHJzc9G5c2ds3bqVWZ6cnIwdO3awjHEnTpzIVMj8pergcrlQUVH5aWBT2pGAko6jp6eH+fPnY+DAgZUqBPtv5o8LakpTCSGiqBkcUHDT27hxI1NefeLECYwaNQrXr1+HqakpRo4cCXl5eRw/frzS2iyibt26pXoDqEqZ+1atWkFTUxP79u1jeqS+fPmC0aNH49OnT2I+J9XB9+/fcejQIZYBoLu7OwICAhjfrupA0lBTZmYmIxaYmpqKTp06oUuXLoyoW05ODq5evYrRo0cDKBDwk5OTQ9u2bXH48GEAv+b8SpIxkISk8vTKIiwsDN27dwefz0fz5s0BFJg9/vjxgxGfKyvDhw9HYmIiNm3ahI4dO+L06dOYP38+Xr16hX379sHR0ZEZHgwICMDw4cMxcuRIJidm+PDhkJKSYnk3ZWZmYt68eTh+/Dgj50CFhDB5PB7mz58PVVVV3Lx5E0FBQVBWVsbkyZMxf/58REVFoWPHjiz37JUrV8LX1xfx8fHFKmYXRlNTE23atMHp06fLfE7+UrlwuVwxk11JVDQ/7urVqwgKCkJwcDAeP36MBg0aMD53HTp0KNZV/r/OHxfUiMz6SqKkREQOh4OrV68yjtROTk4QCoXYv38/AODevXsYOHAgkpOTy9W+sLAwHD9+XKI6aHm9kioTPp+PsLAwsZ6oZ8+ewdrautJ8sCrKypUrERMTAx8fn2obtikuqClsBln4YSfJGPJ3Ob9cLhf6+vpo3LhxibYiVfkQbdeuHYyMjLB7927mOxQIBBg7dizi4uIYpd6yUKtWLZw9exbNmzeHsrIywsLC0KpVKyxbtgyHDx9GREQEyxm9cC5WVlaWmHeToaEhLC0tmRwZ0RtzamoquFwuE8xqa2szJpXh4eHIy8tDcHAwrKysEBcXB3Nzc1bO1+PHj2Fra4vg4GC8evUK9vb2jBI6h8PB+PHjMWrUKMbZu3bt2mjZsiV+/PgBaWlp3Lp1Czt37kRcXBxOnDgBXV1dHDhwAAYGBmjbtm1Fv5q/lEB159QABS92t27dQkhICIKCghAREQEjIyPY2Ngwowp/Cn9cTk1l6AiIcjeAAv2H6dOnM//r6OiUW3zv6NGjGDlyJLp3745r166hW7duiImJQUpKCjM88atp0KABUlJSxB66Hz9+FBMirCrOnTsHW1tb8Hg8nDt3rth1IiMjce3aNVhYWFSamWZZCQkJYcwPP336hObNm5fYk/Y7nF+gQNTtyJEjiI+Ph5OTE0aMGMESrqsOwsLCWAENAEhLS2Pu3LmMRlJZyczMZB42ampq+PTpE/Lz82FkZITw8HAmH8rT0xPfvn2DkpISs+2CBQsQEBCAcePG4cCBA8z89+/fQ0VFBTweDwoKCrh79y7GjRuHwYMH49y5c8jJyUHz5s3h6emJW7duoWPHjpCSkmLyvF6/fs3KgVi7di2GDx+OL1++MIasS5cuRb9+/TB+/HgcOXIEAwYMwPTp06GtrY1Lly6hadOm4PF4ePfuHR4+fAhHR0cMHz4c4eHhyMnJAVAg/rhy5UpcunSpXOfuL6XjV+Q/KikpoWfPnpg0aRLMzc3RtWtXhISEYMeOHX9cUPNXp6YYCmtOFIbL5dLq1auJiCgxMZE4HA49f/6cWR4aGlpumwQLCwvy8vIiov9Jq+fn59O4ceNoyZIlZGtrS+np6cz6np6eLBn5z58/M5oVVcXFixepYcOGdOLECUpOTqbk5GQ6ceIEWVhY0MWLF6tFjp3D4TB6PcXJw+P/dUdGjx4tcaqqdgUFBVFERARFRESQgoICXbx4kfk/ICDgpzpCv8P5FZGdnU2HDx+mLl26kLy8PA0cOJCuXLlC+fn5VX5sIiItLS26evWq2PwrV66QlpZWufbZrFkzunLlChER9e7dmxwdHal3795kaWlJhoaGpKioSHFxcaSnp0dNmzZlXSt6enrk4+NDdevWZX6fRETy8vKkoKBAXC6XtLW16f79+8TlcunBgwekoKBAwcHBxOfzydDQkPh8Pjk7OxOXy6WPHz8SEdGkSZNo5MiRzHE0NTVpw4YNrGtFIBDQgAEDyMTEhIgK7kOurq5Uq1YtkpaWJqIC3aq4uDiysrKiffv2ERGx2hkeHk41a9Ys13n7S+kpfH+qaoRCId2/f59WrVpFPXr0IBkZGQLA3Ae1tLRo7NixdPjwYZbNz3+Zv0FNIb59+0Y7d+4ka2vrYh8+c+bMIQUFBXJ2diYzMzNq3bo1a/myZcuoV69e5Tq+vLw8xcfHExFRjRo1GFGuqKgo0tbW/i3E9woHDiLhMkn//9f9RSRR1B+pcHBVeH52djazzbdv32jSpEmsffyO5zchIYHc3NzI0NCQ9PT06Pv371V+TBcXF6pduzYdPXqUkpKSKCkpiY4cOUK1a9cmV1fXcu3zwIEDtGfPHiIq8CvT0NBgzq+uri5JS0tTy5YtCQAZGBiwfm98Pp+CgoJIVlaWFSzUr1+f5OXlqWbNmmRpaUmzZs0iDodDK1asYF5woqKiaNOmTXT06FESCoXE4XCoZ8+e5ODgQFZWVtSpUydycHAgBwcH6tixI0lLSxOHwyEiory8PHJwcCBjY2PavHkztWvXjgCQgoIC1alThywsLKhx48YkJSVFDRs2JA6HQ2ZmZtS4cWNWO1+/fk2ysrLl/Tr+8pvRo0cPRiBSV1eXRowYQT4+PvT69WuWIF/79u1JVlaWuFwumZiY0OTJk39106uUP274SRI3b96Er68vTp06BR0dHfTr1w/btm2TuO6aNWtgYmKC8+fPo3379li6dClr+bt370qdZFkUNTU1xrVZV1cXz549g4WFBdLT05GVlSWW21D0/+qgOmXAK0ppvHsqE0nDSoaGhnjw4AFToWZubo63b98yOjVZWVnYuXMnI2f/u55fUS4aEVWbfs66devA4XAwcuRIphSex+Nh0qRJWLVqVbn2KakE+sWLF9DR0UFAQAAiIiKQkZGBuLg4/PPPP6y8iGbNmsHX1xc6Ojr49OkTM8xQs2ZNSElJYfDgwfDw8GD8yBYtWgQOhyNW4j9s2DBWkqiVlRVruYqKCmRlZREYGIhz585h3bp1ePr0KYRCIfz8/DB8+HDcvn0bo0ePZiWD9unTB0CBbEXTpk1Rr149lnXJ7du3y23h8pffD1VVVaxduxY2NjYsiw4RnTp1YnSkCgvyeXt7F/t8+0/wi4OqX8b79+/J09OTjIyMSEtLi6ZOnUrS0tKsoaTqZujQobR+/XoiIvLw8CBNTU0aO3Ys6evrk4ODg1i3ZuG3MKI/w4G1MEKhkHx9fcnOzo4aNmxI5ubm1Lt3b9q3bx/Fx8eTiYkJycvLk5SUFHOepk2bRhMmTKi2Nv6bv7PCw09ycnI0YMAAunjxIgmFwmptR2ZmJmOBUV75+YyMDJo4cSLp6OiQhoYGDR48mBn+kcTq1atJXV2d9uzZQwkJCZSQkEDz588nANS8eXOW9YGCggKFhYUREVF0dDT5+voSh8OhZcuW0ZkzZyROpeH06dMEgHg8Hrm6utKzZ8+YZSXdq1auXElmZmZ07949UlJSolu3btHBgwdJU1OTtmzZUoaz9pd/Kzk5ORQcHExubm7UsWNH4vP5ZGRkRM7OzszQ5H+VPzKo6dWrFykrK9PQoUPpwoULJBAIiKjkG0V1kJqaSm/fviWigge2p6cn9e7dm2bOnElpaWmscXgiYsb/RVTnAzIzM5Oio6OZfBHRVF3k5+eTnZ0dcTgcsrKyoiFDhtDgwYPJ0tKSOBwOaWtr04gRIygnJ4cVSAQFBYl591QWq1evpqysLOb/27dvs4Kab9++EY/H+1cENZMmTSI1NTWytLSkTZs20adPn351kyrEjBkzSEFBgcaPH0/Tpk0jTU1N6tu3LxEVBAG+vr6s9fPz86lHjx6MDxOXyyV5eXlydXWlsWPHFuvdJMLNzU1iACYUCun8+fNi80VDT0UnAKSlpUVt2rShvn37koODAxGVfK/Kz8+n5cuXk4KCAjO0JicnR//880+Zz9tffm/y8vJozZo11LhxY1JQUCAej0eKiorE4/HIxMSEJkyYQIcPH2aeK38Cf+Tw0+XLlzFt2jRMmjRJYrfdr0AgEODChQuMgiuXy8X8+fNZ6xARRo8ezcitZ2dnY+LEiSwht6pGknhZYapraMLPzw83b95EQEAAbGxsWMsCAwPRuXNnmJubsyrVgAKtn7dv31ZJmxYsWIDRo0cz3j+2tras5VlZWRJVYX9HvL29oaenB0NDQ4mu8SKqooqsKjRyTp8+jb1792LgwIEAgJEjR6Jly5YQCATYuXMnowkkgsPhwM3NDVFRUTh58iT4fD7q16/PsjoACvRi/Pz8sGDBAiQkJLCsDkTXAQC8evUKe/bsgZ+fHz59+iR2HRSnaTJw4EC8evUKkZGREAqFMDAwwOPHj0ussOFwOFi0aBHmzJmDV69eISMjA2ZmZlUy5PqXX8ePHz/QtWtX3L17F126dEH79u2xefNmSElJQSAQQFVVFZs2bYKcnNyvbmq18kcGNbdv34avry+aNm0KU1NTODo6YsiQIaXaNjs7u0ouEmlpaUycOJFRTpVEUbGmwvkBIqra52P69OlIT0/H/fv3GfGylJQULF++HOvXr6/SYxfmyJEjWLhwoVhAAxSMJcvJyeHcuXOYN28ea9mbN29YZbqVCRWT8+Tj4wNFRUUmX8rPz4+lAv07MnLkyF9mzeHn51cqjZyy8ObNG0bTBQCrBPrDhw+oVauW2DaamppISUmBtbU1AHHFaCKCvb09Ll26BCLCkCFDQESM1cGJEycwcOBA+Pj4IDQ0FO3atcOSJUskyjOIzEuJCMnJydDU1GQFRUBBsL5nzx60adMGAoEAfn5+GDt2LBo0aMBaz8/PD6NHj4aMjAzMzMyY+QKBAIsXL4anp2c5z+JffidWrVqF5ORkPH78mFFTt7W1RVBQEC5duoR79+5BX18fgwYN+rME+X5dJ9GvJyMjg3x9falNmzbE4/GIy+XSpk2b6Nu3b6z1hEIheXh4kI6ODis/459//iEfH59Ka0+HDh1KPd7+qxCVrBIVVF+9fPmSiIjOnj1Lbdq0qbZ21KxZkx4/flzs8q5duxKfzyei/w3Tff/+nTp16lSlJd1F82d0dXWpbt26VLduXapTpw4BYP4vPP3lf0yePJnU1NTIysqKNm/eTKmpqRXeZ9GhW6L/lUAbGRnRgQMHxLZxc3MjFRUVGjx4MDMUJKpYIiLas2cPKSkp0fHjx0lOTo7Z7sGDB2RnZ0cASF9fn9atW0dSUlLMcFFOTg4lJydTYmIiayIquNfweDyKiYkp9rOkp6fTtm3bqGnTpsThcMjCwkLscw0YMIDS0tKYeS9evKAmTZqQvr5+2U7cX35bGjRoQCdPnix2+b59+0hHR4fmzp1L1tbWJCMjQ2ZmZjRlypRqbGX180cHNYV58eIFzZkzh7S1tUlOTo569+7NLHN3dydDQ0M6ePAg8fl8Jqg5evQotWzZkg4fPkwZGRkVbsOxY8fI0NCQtm7dSnfu3Clzvkp0dDTVr1+/wu0oCSUlJabsXE9Pj27fvk1ERHFxcUwQUR3weDx69+5dscsfPnxIHA6HTE1NmTJddXV1MjY2rjINiapICs7Pz2dyvv4kKlsjR/Twb9y4MTOJSqBFLyt6enpMUvD48eMJAJmYmDDrASBZWVlq3rw5bd68mYyNjcnOzo769u1LVlZWRFSgNaWvr08LFiygadOmUbdu3YioIAfm0qVL1LZtW1ZpPgqV/IswMzOju3fvlupzPX78mFxcXFjzXr16RS1btiRdXV26du0aeXl5kby8PA0bNoylc/WXfzeysrKUlJRU7PKkpCSSlZUlgUBAd+7cofnz55OysvJvmcNXmfxxNgk/QygU4vz589izZw+jVmtkZISdO3eic+fOUFJSYmTUX7x4gVatWkEoFOLJkycVLpfkcrli8yRJ6RdHREQEmjRpUqV5LdbW1li+fDm6d+8Oe3t7qKqqwtPTE1u2bMHJkyfx+vXrKjt2YaSkpBgHY0mkpKSgVq1a2L9/PyIjI1nePUW79SuL8hiOvnnzBh4eHti+fTvc3NwYxVl3d3esXbsWbm5uEAgEGDJkCHbv3i2WI/QnkJiYCD8/P+zfvx8CgQDPnz8vc36Iu7t7scuICDdu3MD9+/cZTyX6f6PaixcvgsvlQldXF2/fvoW8vDx4PB5UVVWRlJSE2rVrw8TEBB4eHmjRogVkZWUxePBgODo6Ql1dHT179sSHDx/A4/Fgbm4OZWVlzJ8/H7Vq1QKHw0Hbtm1x7Ngx6OrqolGjRgCA8+fPY82aNdixY0epDEwDAgIQEBCAjx8/stp///59vHz5ElJSUti3bx+GDh1apnP2l98bLS0tXL58GU2bNmXNz8/PR1hYGPbv349du3ZBTk4OmZmZqF27NmxsbGBjY1Nh36nfmb9BTSng8/l48eIF9PX1WUFNVFQUmjdvDg6Hw8yrCImJiSUu19fXL3F5dQQ1Bw8ehEAgwOjRo/Ho0SP06NEDaWlpkJGRgZ+fHwYPHlxlxy4Ml8uFra2tWOKmiJycHFy5cqXaEpeB8hmOir6zhQsXYvfu3Rg+fDiuXLmC9u3b4+LFi/D09IRQKMTChQsxbdo0zJ07tyo/wm9JcnIy9u7dCz8/P+Tm5uLFixdVkvSakZGB6Oho8Pl8tGjRAs+fP0dkZCRGjx6NkJAQTJs2DZ6ennBwcMD79+8hIyODxMREVj7O27dv4efnh7179yIzMxMfP35EWFgYWrRoAWlpaYSHh8PExIRZf9SoUbCyssKMGTOYeWpqasjKyoJAIICMjIxYEF7Y3dnd3R0eHh5o1qwZEygBBdYNjx8/hrW1NWJiYmBpaYn9+/ez7Bj+8u9m8ODBEAgEOHXqFDPP1tYWd+7cwffv3yErKwstLS0sWbIENjY2f4xG0R+ZKFxWzMzMcOvWLbGg4uTJk2jcuDGePHlSKcf5WdDyO1CceJmenh7TI1EdlOZNo2/fvti1axfrDVbEkiVLKr1NCQkJ5d728OHD8PHxQa9evTBp0iQYGxvj8OHDTJAoJyeHZcuW/TFBTU5ODvz9/bFnzx7cvn0bvXr1gpeXF3r06CGxR7MyUFRUZJKCRUKYDg4OMDY2xrNnz3Dz5k2kpqYyxpNCoVDMLFVXVxeLFi3CokWLcOrUKQwYMIBJ7FVXVxcLaurXrw8PDw+EhoaiadOmUFBQgJ2dHbO8a9euJbbZ29sbfn5+cHR0ZOZNmDABly9fxsqVKzFz5kykpKTA2dkZFhYW2LFjBwYNGlThc/WXX8/SpUvRokULtGzZEjNnzmSuq0GDBuHBgweIi4vDpUuXxHzk/uv87akpBWfPnsWoUaOwYMECeHh4wN3dHS9fvsT+/ftx4cIF9O/fv1KGn1JTU6Gurg6g4O109+7d+PHjB+zt7dGuXbufbl8dPTX/Fnbv3o1JkyZBQ0MD2trarB4UDoeD8PDwam+TaKhp165dzDzRdyYjI4OYmBjUqVMHQEHv4OPHj5kbVXx8PBo1aoRv375Ve7urm8mTJ+Po0aOoU6cOnJ2dMXz48CoPmMPCwnD8+HEkJSUhNzcXDx8+hKqqKmJjY9G/f39cv34dnz59Qu3atWFtbQ1/f/9S9xampaXh0KFD2LRpE2JjY2FgYICHDx+Cx+PBwsKCWb9osMbhcBAXF1diu9XV1fHgwQPUq1ePmWdubo5Dhw4xw1kitm3bhnnz5iEjI6Osp+cvvyn37t3DmDFjEB0dzdzjiAgmJibw9fVFq1atfnELq5+/QU0puXXrFjw8PBgZ9SZNmmDJkiXo1q0ba0iqPDx9+hS9e/dGcnIy6tevj6NHj6JHjx7IzMwEl8tFZmYmTp48CScnpxKHNwQCATIzM6s0qBFJtRcdwxcRGBhYZccuC/r6+pg8ebJYSfevRFLQKZqnqamJ69evMw+5Nm3a4Pjx49DV1QUAvHjxAi1atMDXr19/SdurEy6XCz09PTRu3LjE672yNHKOHj2KkSNHonv37rh27Rq6deuG6OhofPz4EYaGhoztgSi3TdSmotf+6NGjJe5fVK5dOGgp/LlKypnLzs5Gbm4ua56ysjLz97x586CoqIjFixcz83JycooNtF6+fAljY2OJy/7y7+XJkyeIiYkBUGDNEhQUhCNHjjDzGjRogGHDhsHV1RU8Hu9XNrXK+Tv8VEratWuH69evS1x2+fJl5uFTHubOnQsLCwscOnQIBw4cQK9evWBnZ4fdu3cDAFxcXLBq1Sps2rSp3MeoLFxdXeHn5wc7OzuYm5v/Mi2Tn/HlyxdGaO1X0q9fP+bvr1+/Ij8/nzUvPT0dQMEQZ3h4OBPUhIaGsvbz9OnT30Yosqqpbo2clStXYuPGjZgyZQqUlJSwefNmGBgYYMKECahVqxaOHj2KV69ewd7eHnv37oWqqqrE/Yi8l4qjJF+vvLw8vHz5EvXq1UNOTg7mzZuH48ePIzU1lVlH9P5ZOJhKTU2Ft7c3bty4AUtLS7EH1oYNG1j//w1o/jsEBQWhTZs2kJGRgZWVFaysrCQK8gFAdHQ05s2bh3PnzuHatWv/aUG+vz01pSA5ORkcDge1a9cGADx48ACHDx+GmZkZxo8fX+H9a2hoIDAwEJaWlsjIyICysjIePnzIZLW/ePECLVu2ZB6AvxINDQ3s378fPXv2/NVNKZExY8bA2toaEydO/KXtcHJyYv5OS0vDuXPnJL7RL1iwADweDwYGBhL3c/jwYUhLS//Nh6gCFBQU8Pz5c9SoUQN169bFxYsX0bBhQ7x8+RK9evVCbGwsgAKxs2nTpkFeXp7VW5Kfn49Lly6hV69eZT52VlYWXFxcsG/fPgBATEwM1q9fjyNHjqBnz57w9/fHtm3b8PbtWyxevBg6OjosRWwFBQVkZWWhY8eOrP1+/PgRnz59gqGhoVhPz68Yev1L5cPlciEnJ4eWLVvCxsYGnTp1wpUrV7B//36cP3+eEeQTERERAXt7ezg5OcHNze3XNLoa+BvUlIJ27dph/PjxcHR0xIcPH9CgQQOYm5sjNjYWLi4uFU465XK5+PDhA6NUWnQ4KyUlBTo6Or9FroyOjg6Cg4PFVEx/Nzw9PbFhwwbY2dnBwsJC7A122rRp1d6mvzlPvwdFS6CPHTuGrl274uzZswAgNsRUeNio8FDRz6wPJJGeng5fX19GOTwmJgbfv3/H1q1b0aNHD0RGRqJjx44YP348Tp06hdevXyM8PBxGRkZYtGgRgoKCcOfOHWZ/Dx8+RFZWFjp06MDM27JlCxYtWoTRo0dj165dcHJywuvXr/Hw4UNMmTIFK1asqJTz+JdfS2JiIgIDAxESEoLg4GAkJSUBACwtLTFkyBDY2NjA2tqadf2eOHECixYtYoal/ov8DWpKgZqaGu7duwdjY2Ns2bIFx44dQ2hoKK5du4aJEyf+NJnvZ3C5XKSkpDCaK0pKSoiMjGTe2n+noGb9+vWIi4uDl5fXbzv0BKDYHg+gdAmY5aHwsJIk0tPTERIS8lt8j38qkkqgw8LCoKqqClVVVdSvXx/+/v5o27YtwsLC0KBBAyxbtozZPicnB8HBwbh9+zZjfTBkyBA4ODigZs2aJR47LCwM3bt3B5/PR/PmzQEA586dg4KCAoKCgtChQwdERETA0tKS6flRVlaGv78/mjdvjvj4eFhYWBSb6PvmzRsAQJcuXbB06VIMHTqU9YK0ZMkSpKWlwcvLq5LO5l9+J+Li4mBsbAx7e3uEhYUxljCFe/hFeZvZ2dm/rqFVzN+cmlKQl5fHJN7duHED9vb2AAATExO8f/++Uo7xq40qS6LowzowMBCXL19Gw4YNxXpAqsLgsCgiUcSS2Lx5MwAw31V1UJwpYeHlxXlz5eXlYdGiRfD390eNGjUwceJElrHj7xTY/puRVAKdlpaG7Oxs6OjoID8/Hw0aNMCdO3cwfPhw/PPPP1BTU8PDhw/h4+ODo0ePol69ehg+fDju3LmD7du3s/yVSmLGjBmwt7fH7t27mVJweXl5dOnSBdOnT2fWMzQ0RGxsLDgcDkxMTHD8+HE0b94cZ86cgZycHHbu3Ilhw4ZBSUkJb968gbe3N7Zu3coEOyLxtcGDB4PP5zP+Yo6OjmjZsuXfoOY/iqGhIVRUVGBubg5FRUWcOXNGbOjxw4cPVeZ997vwt6emFLRo0QI2Njaws7NDt27dcO/ePTRq1Aj37t3DgAED8OrVqwolXhXOuygJURVFdVPa9gHV00ZJpa+FL+PCPUj/liDAzc0N3t7emD17NtLT0+Hl5YXBgwdj586dAP6nkFy04uYvZUNSCXRJZGVloXHjxsjIyICtrS169uwJIyMjJik3LCwMmzdvxuLFi8V6B5OSksDj8RhxPj6fj6tXr6Ju3brQ09MDALRv3x7t2rXDxo0bISUlhcjISJw5cwanT5+GvLw8Zs+ejd69eyM/Px+5ubmQkZGBUChETEwMDA0N0axZMzx//hwbNmxgDDs7deoEoVCIyZMn4+rVqxg3bhwmTJiAa9euYciQISzxvr/8u0lKSkJwcDCCgoIQHByMN2/eoEaNGnBxcUGHDh3QokULlgp5//79ISUlhePHj//CVlcx1eXH8G8mKCiIVFVVicvlkpOTExEVGM+1a9eO5OTkqtTk8i8lc/36dWrSpAlduXKFvn79Sl+/fqUrV65Q06ZNacaMGTR06FDq3Lkz2djYsKbfDSMjIzp//jzzf2xsLBkZGdHo0aMpPz+/XL5RfxFn7ty55OHhwVwrxU2vX7+m7t27E5fLZfyZOBwOcTgc5nuQlpam58+fk7KyMsXFxYkdS+Q9JkJLS4vq1KnD+h5v3bpFfD6f+Hw+ycnJkaurK3Xt2pUUFBQoLCyMiIgSEhLI2tqa7OzsKCcnh+Uppq6uTrVq1WId9//YO8+oKLKv6+9uYpODiKAECQoKKIh5TBgwjGJOKIpiQjHHcRTRMTHmNJgQwfyYHRNGFDCACqiAgaiiiAklp/N+4KX+tA2IDnQT7m+tXktuVVedLpvi1L3n7D1+/HgaPnw46erq0rZt20ggEFC3bt1ITU2Nxo0bV+HXlCEZGjZsSGpqatSnTx9au3Yt3blzh8LDw0lJSYlat25NR48epfDwcAoLC6PDhw9Tq1atSElJiZ48eSLp0CsVtvxUDjp37owPHz7g69evUFdXBwD89ddfSEhIwPr16zF37lxuXwsLC2zatAnjx4+vtHhmz55d4jiPx4O8vDxMTEzg4OAADQ2NSouhqjBz5kx4eXnht99+48bs7e2xc+dObNq0CUOGDKnSredFvHnzRsjnx8TEBDdv3oSdnR1Gjx4NT09PCUZXc8jKysKuXbuwdOnSEr8T32vQ8Hg8CAQCDBs2DBcuXMCnT5/Qt29fPHr0iNu3f//+OH36tJDVAVDYcqugoMD9PGzYMBw9ehR//vknXr16BaCwDkZVVRWamppQUFCAv78/bGxscOfOHa6938DAADExMfDz8xPx/vr27ZvI59i1axeioqJga2uLqVOnQlNTE8HBwejXrx8mTZr0Xy4fowqRmZkJoHDmWlpamhNzvHLlCsaPH4/hw4eLCPL5+/vXeIVhtvz0i/zI5PLz58+Vdu4uXbrg4cOHyM/P53Qnnj9/DikpKZiZmeHZs2fg8XgIDAws93p/dUUgECAkJETE+E9dXR3p6ekia8pVFSMjI+zevRtdu3YVGk9KSkKXLl1gYGCAa9euVZvltIqCz+fD3NwcT58+5cbMzc3x/PnzX7oWXbp0AYBS5RGKtKAGDhyIlStXwtzcHH379uWKhv/66y9s2bIFaWlpyMrKwty5c5GTk4P9+/eja9eunNVBcYo67XJycjBv3jx4eXkhLy8PACAjI4MpU6ZgzZo1kJOTQ0FBAXx8fHDy5EnEx8eDx+OhYcOGuHbtGu7fv4+mTZsK3W+aNGmC+Ph4zrqhCDc3N4SEhODu3bs/fY0Y1Yfo6Ghu+SkgIABZWVn47bff0LlzZ+jo6EBKSgp8Ph+NGjVC8+bNJR2uWGBJTTlo2LChyNNQfHw86tevDxkZGaSkpIiYXFamFPmmTZtw+/Zt7Nu3j9PLSE1NhYuLC3777TdMmDABI0eORGZmJi5fvlxpcVQFOnbsCHl5efj5+XHdJ8nJyTAwMIClpSVCQkIkHGH5cHFxARFh7969ItvevHmDzp07IzY2ttYlNT4+PlBTU0P//v25sdOnTyM1NbVSnYZVVFQQEREBQ0NDGBgY4NChQ2jfvj3i4uLQtGlTvH37FgcPHoS3tzcePHgAGRkZEQFOIkJ2djaWLVvGFfYmJSVBWloaycnJAIDmzZvj7du3qFu3LogIffv2xYULF2BhYYHHjx9j2LBhiIqKQkREBAwMDBAfH891R2ppaaFjx454/Pgx9PT0OFuE8PBwvHv3Djt27ICNjY3IZ/tev4RRc/Dx8cHXr18RGBgIf39/AKUn8DUWya18VR82bdok9Pr7779JXV2dFBUVafXq1UJr3B4eHvTbb79Vajy6urr09OlTkfEnT56Qrq4uERE9ePCANDU1KzWOqsCLFy/IwsKCZGVlydjYmIyNjUlWVpa0tbXJ0dGRCgoKJB1iuYiPj6dLly6Vuv3Nmzfk4+MjxohqPq9evaJXr15xP6enp1NUVBSFh4dT06ZNaceOHRQeHk59+/al0aNH0+vXr2n+/PlkZGQkdJxHjx6Rm5ub0Fh8fDyZmZmRgoKCUM3d9OnTadKkSdx+PB6PkpOTiYjI29ublJWV6fr16/TmzRuSl5fn9jty5Ajx+XzS1dUlaWlpatOmDWlqalLjxo0pPDycq/vBd/U/379YXVbN5d27d8Tj8UhaWpoEAgEBIFlZWcrNzZV0aGKFzdT8ImfOnMGIESPQpEkTREVFiZhc/shd97+gpKSEf//9V0RF9ObNm+jbty++ffuG2NhYNG/evFYYIBIRrly5gujoaACFyxM7duzAjRs3oKGhIbHWc8Z/IyUlhdNu+p7Hjx8LmUGWl4KCAvz1119Yv349N5uqqKgIHR0dvHz5ktuv6LbI4/Fw//599OzZE58+fYKsrCx8fHw49/Ti5OTkIC4uDsbGxhg8eDCUlZXx7ds3XL16FREREZg7dy4+fPiAhw8fct1XERERaNKkCaSlpZGdnQ1TU1PY2dnh1q1biI+Px6NHj7jjr1ixAv/3f/+Hnj17cv5zjo6OEAgESEhIKPc1MDAw+Onrxqh6vH//Hjdv3uSWn54/fw5paWkYGBhAQUEB7969w/v376GgoID27dujS5cuJQry1TRYUvMfOHr0KBwdHaGhoSFiclmZODo64s6dO1i/fj1atmwJoFBZdO7cuWjXrh38/Pxw5MgRrFu3DqGhoRVyTl9f33LtV5oOi7j5URu6pNrjyyInJwenT5/GnTt38O7dOwBAvXr10K5dOzg4OIgUidZ06tWrh71796JPnz5C4+vWrcOSJUu4QsmfYdGiRdi7dy88PDy4Fujx48cjLCwMo0ePxrFjx3Dq1CkkJydzyU+fPn2QkZGB6Oho6OvriziGl2R10LJlS/Tq1QvR0dGIjo5GREQEli9fjvT0dJw6dQoCgQAAkJaWBkVFRfB4PGRkZEBbWxvKysowNDTE8uXL0bp1a+48jx49Qq9evbjvRhHfqxQ3bdoU48aN+6FuEqN6w+fzISMjA1tbWy5hadeuHffdAgoF+YoSn4CAgBIF+Wockpwmqu6sXbuWDAwMxH7eb9++kYuLC8nKyhKfzyc+n0+ysrI0YcIESktLI6LCKfFHjx5V2DnV1NRKfamrq3OxSIKrV6/SokWLaPz48eTs7Cz0qi68ePGCjIyMSF5enjp16kRDhw6loUOHUqdOnUheXp5MTEzoxYsXkg5TrKxdu5bk5ORo8uTJlJGRQa9fvyY7OzvS0tKikydP/tIxdXR06MyZM0Jj9erVI09PT9LV1SUlJSWuHVpFRYXq1KlD79+/L/OY06dPpxYtWtDt27dJUVGRYmJiSE1NjbZu3UrNmzcXWp6+ffs2qaqqUnZ2NhERde7cmT59+kRERDIyMpSUlFTiOVatWkXr168nWVlZofElS5aQgoIC1a9fnwYMGEADBgygBg0akJKSEjVr1ox0dHQoPj6eiIg2btxIp0+f/vmLxqiSXLp0ibvfl0V8fDx5e3uTk5MTqaiokEAgEEN0koMlNeWgefPmZG1tzb2aN29OWlpaxOfzaefOnUREdO/ePZoxYwb3szj49u0bhYeHU3h4OH379k1s5y1OUlISTZo0iWRkZMje3l7s51+2bBnx+Xxq1aoVOTg4UP/+/YVe1YVu3bqRg4MDpaamimxLTU0lBwcH6tGjhwQikywPHz6kpk2bkomJCWloaFCvXr3o7du3v3w8OTk5evbsmdCYsrIyXb16leTl5UlZWZkEAgFNnDiRxo4dSwB++D3S19enO3fuEBFxCczQoUNp2LBhpKysTEpKShQbG0sdO3akDh06EI/H4xIlPp9PL1++pC5duhCfzy81gTIwMKBz586JPDg0a9aMlJSUhOomtm7dSnJycmRgYEACgYBLqPbt20edO3f+uQvGqHYkJCTQ/v37aezYsWRoaEhKSkrUo0cPWrFiBd26dYtLqGsqbPmpHHh4eAj9zOfzsX//fkyYMAELFiyoFJPLqs63b9+wdu1abN68GU2bNsXq1au5dllxoqOjA09PT4wePRo2Nja4du0a1NXVYW1tXaY2TVVzKlZQUMD9+/dFWtOLePz4MVq3bi3SulvT+fbtGyZMmIATJ04AAPbs2fOfup5at26N1q1bY8uWLdxYy5YtoaOjg/fv3yMiIgItW7bEoUOHsGXLFhw8eBDJycnIzMzkrA2+R0FBAU+ePIGRkRHXbi0rK4tOnTohPj4efD4ftra2uHv3LoyNjfH161fs3bsXffv2BZ/Px5MnT9CsWTPk5+ejV69enF1Kcc6cOYOOHTvi1q1bQh1w8vLynNpwEU2aNMGUKVOwYMECSElJcZ2ZT5484TS3GDUTIyMjfP78Ge3bt0fHjh3RsWNH2NralvrdrYnUnk/6H3B3dxcZ27BhA9dmeuzYMVhaWgqZXFZmUpOeno41a9YIOQ0XpzLMGovIzc3F1q1bsWrVKmhqamLfvn0YPHhwpZ3vR+Tk5KBdu3YAAAcHB+4PQvEW4OqAmpoa4uPjS01q4uPjoaamJt6gJExQUBBGjRoFDQ0NREREICgoCG5ubrhw4QK8vLw4IcyfwdPTE3369MHVq1fRtm1bAIVaQI8fP8aVK1fQpUsXPH78GPr6+lxRsLOzM5KSkqCvry9ifQAUtkj7+flx9wkej4cGDRqgZ8+euH37NmxsbJCZmYl79+5h+/btOH36NBwcHDg3cAsLC64w+cKFC0Lxjh07FkBhMXN+fr5IzZqcnJxQDQUAxMXFQVVVFcrKykJJsJycHNLT03/6mjGqDyUJ8klJSUk4KvHCkppykp+fj9OnT3PFeFlZWVz2W1kml6Xh4uKCgIAAjB49mnMarmyICL6+vli6dCny8vKwatUqjB8/XuK/MC4uLjh06BCWLFkilHyWlIhWZVxcXODk5IQlS5aga9euQpo7165dw19//QU3NzcJRyle7OzsMGvWLKxYsQIyMjIwNzdHly5dMGrUKFhaWnKu1D9Dp06d8Pz5c2zfvp3rlnN2doarqyt0dXVBRHj06BE+fvzIFQVPmDCBmx0xNDSEmZkZIiMjuWO+ffsWy5Ytw7t375CXl4fNmzcjMjISwcHBCAgIQMuWLbkEplevXgAKf5+KEhlZWVlMnDgR3bp1E4nXwcEBQGFHn6enJ5ydnblOp2vXriEnJwc8Hg9Hjx7lkntNTU3Mnj0bo0aNEtI9unTpEszNzX/6mjGqD2/fvhUS5PP09BQS5OvUqRNatGjBup9qOy9fvkTv3r3x5s0bTsE3PDwcampq2L59O5ydnUVMLn/lhlte1NTUcP78ea57QxxYWloiNjYWbm5umDlzppD8e3GKxADFxYwZM+Dr6wsrKyvOZBAo/KORnJyMgQMHcqqsP1qSkjRFy3nv3r0TkjevV68eZs6cifnz50s4QvESEBCATp06iYwXFBRg5cqVWLJkyX86fnp6OubOnYuzZ88iJycHXbt2xbFjx2BhYSE0XR8REQEzMzPIysri27dv4PP5ePbsGbc9JCQEL168wI0bNxAeHo60tDTIyspi4MCBWLp0KRISEkBEMDIywp9//omcnBxMmTIFALB161a4u7uLOCcXFBTgwoUL+P333wEUfg8WLlyILVu2cEtN8vLymDNnDlJTU4VUivl8PuTl5fHPP/9g8uTJ2LNnD2JiYrB69Wrs2bMHw4cP/0/XjVF1ycrKEjFXjoqK4gwva4MgH0tqykHv3r1BRDh48CDnp3TmzBkMHjwYeXl5cHZ2hre3NwDgjz/+QHR0dKXqoDRs2BAXLlwQ61NX8cy+pMSAiMDj8cSueFtSHc/nz5/x7NkzZGVlcbEWJTbe3t7o2LGjWGP8WeLi4oRaur93f2b8N4paoPft24dnz57B1tYWzZo1w8mTJ6GpqVmuP/o/mgk0NDTEoUOHuNmTIu7du4fhw4cjLi6uxPe9fPkS3t7e8PHxQUpKCnJzc4W2p6WlISoqCgKBAKamptxya0ZGBmJiYgAAxsbGOHXqFJYtW8aN6erqwsPDo1I96RiSoSjJ9/LyQnJyMufgvmTJEqirq6N+/fq4ceMGbty4gRcvXkBOTu6X5BCqCyypKQeKioq4e/euiNjXw4cP0aFDB6F16vj4eCgoKKBu3bqVFs+BAwdw5swZ7N+/v9QZk4omICCgXPuV9GQtTl6+fIlmzZqhdevWmDFjBszMzEBEiIyMxJYtWxAaGoqIiAgYGRlJNE5GyWzZsgUTJ06EvLy8UDHv9/B4vF9ajgsNDYW9vT0EAgE+f/4MCwsLJCUlITMzE5s3b8bYsWPLLArOy8vDzZs3ERMTw1kfSElJ4eXLl0LJp7y8PIKDg9GyZUuhRD82NhZmZmbc7BAAZGdnIygoCA8fPkRQUBA6dOiA4cOHY8CAAdwy5K+SkZGBtLQ07n705s0bETsHRvVm+fLl2L9/P5YvXw4XFxd4enoiKioKZ86cQVJSEuTk5NCqVStOy6Zt27YlFqPXFFhSUw40NDTw77//ijx1BQUFoW/fvvj06ZNY47G2tkZMTAyICIaGhiJquZLq7Pn06ZPEncGnTZuGqKgoXLt2TWQbEaFbt25o0qQJtm7dKoHoyubt27e4du0aNDQ00K1bNyGxvfT0dKxfv77Gd9U1bNgQoaGh0NTULHOGisfj/VJBfIcOHWBiYoLdu3dzSrx169aFi4sLYmNjERoayonsfU9CQgJ69uyJxMREZGdnc0/EPB4PTk5OnPgeAJiammL69OmYP38+91QcGxuLzp0749WrV+Dz+SIF/uvWrcOCBQs4leHvCQ0NxbFjx5CYmIg7d+4IbfveCLWIohnkd+/eYeXKldi7d2+t66Cr6RQ3V+bxeJCVlYWtrS0sLS1x4MABpKSkiBST12RYUlMOnJyc8PDhQ+zduxetWrUCANSvXx8fPnyAnJxciVLuldmB9H2L+feIu0jW398fe/bswblz5yQyrVn8Zn/hwgU0bdqU6075fhnw3LlzWLRoEZ48eSL2OMsiJCQEPXr0QEFBAXJzc1G/fn2cPn0aTZs2BVBYMKyrq1vrDC0rGoFAgEePHsHMzAxSUlJ49+4dtLS0EBkZybW+hoeHl5hQ9e/fH8rKyti7dy80NTUxa9Ys1KlTB7NmzYKamprQ792VK1fg7+8PbW1t3L59G0Bh0W9kZCTmz5+P1atXo169erCzs0NYWBh27NiBDh06QFpaGv369cP69euFYjhy5AicnJxgb28Pf39/5OTkcLNJurq6sLGxQU5ODsLDw5GSkgI+nw9TU1OEhYVh2bJlWLduHaysrDBr1qwSLR4Y1ReBQIDo6GgYGBhAIBAgJCQEFhYWYjFXrpKISxCnOvP582fq168f8Xg8kpWVJVlZWeLxeGRpaUmrV6/mTC5HjhxJGhoatHr1akmHXOnEx8fT0qVLycDAgFRUVGjYsGF07Ngxscdx+PBhkpGRod9//51kZWVJWlqaGjZsSKqqqjR27FiR/WNjY0lJSUnscf6Ibt26kbOzM+Xn59PXr19pypQppKmpSQ8fPiSiQrM6Zkb436lbty5dvnyZiIj7Hba2tiZjY2OSlpYmKSkpatq0qZDYZhEaGhoUHR1NRIUiew0aNCBDQ0POLNLQ0JB7mZqakqGhIcnJyXGq3wBoypQpREQEgBwcHMjf35+uXr1KzZs3JyIiaWlpTqyvOJaWlrRt2zbu3KNGjSJ1dXXS1NQke3t7+vjxI02cOJH09fVpzpw5ZGFhQXw+n3r16kV9+vThxAEZNQ8bGxvy8/MjIhK7uXJVhLV0lwM1NTWcOXMGL168EDJNNDExEdl3+/btFea3VNXIycnByZMnsWfPHgQFBaFbt254/fo1Hj169EvmghXBqlWrsHHjRkydOhXKyspIT0/HnTt3sGTJEiEtkSIUFBSq5PT7gwcPsH37dvD5fCgrK2PHjh3Q19dH165dcfny5RKXQ2oqy5cvL9d+v7IUN2zYMIwfPx7r1q3DzJkzAQCJiYm4cuUKWrRowbVcl0RBQQE3U5aXl4crV67AzMwMNjY2ePXqVYnFv8ULezt06IB58+YBAPT19aGpqYkpU6YgLS0NHz9+xKNHj8Dj8WBnZ4fTp09j1qxZ3HFiYmI4DyxZWVnMnz8fe/bswdatW7F48WLo6emBiODu7o758+dj2rRpMDIyQvPmzbFq1aqfvk6M6sPSpUsxZswYvHnzBgUFBTh58qSQuXKtQ9JZVU0jJiaGlJWVK/y46urqlJKSQkTE+S2V9qoMpk2bRpqamtSmTRvatm0bffjwgYgKnyyfPn1aKecsDwoKChQXF0dEhU/SPB6Pbty4QadOnSJNTU3ORqLode3atSo546Gurk7h4eEi43///TepqanRyZMnq2TclQGPx6P69etzliQlvYrPoPwM2dnZNH36dCHfNDk5OZo5cyZlZWWV+d6hQ4fShAkTiKhwpiUkJIS+fftGAGjYsGE/PPdvv/1Gp06dIiKiESNGUM+ePSkwMJC6d+9OqqqqJBAIiMfj0W+//UYqKio0aNAgWrVqFW3evJlUVVVpwYIFtHnzZrK0tKRDhw4REVFwcDCpqKhQfHw88Xg80tfXJ319ffr27RsJBAKJ/m4yxMetW7eoW7dupKWlRQKBgNq3b8/NSNY2WE1NGcyePbtc+23YsIH7t6enJ3bs2IH4+PgKjWX//v0YPnw45OTk4OPjU6beyn+RkS8NaWlpLFiwAAsXLhTS1JCRkUF4eHiJhY3ioEGDBrh48SIsLS1hZWWFJ0+egMfjceJmxa9T0bgkWs9/RMeOHTFy5EhMnjxZZJunpyeWLl2K3NzcKhd3ZdCnTx9cv34d9vb2GDduHH7//fcKFwv7vgW6pC7Ca9euCal2p6enw9/fH0SE1NRUNG7cGB8+fMDHjx/x9OlTkd+B4rVeOTk5SE5ORl5eHurXrw9PT0/8/vvveP78OTQ1NXH06FG0aNECBw8exKxZs5CTkwMZGRmuUyklJQWysrJQU1ODs7Mztm7dCgcHB1y5cgU2NjbYvHkzDAwMoKenh/z8fERHR0NHRwcRERFMEoBRq2BJTRl8r4ESGBiIFi1aQCAQCC0xmZqagojw7t07pKSkYMeOHZg4caK4w61UDh8+DG9vb9y5cwd9+vTB6NGj0atXL8jLy0s0qRk5ciRsbW0xe/ZsrFixAps2bUL37t0RGBgICwsL7Ny5s8T3GRgYiDnSstmzZw8CAgLg5+dX4va1a9fCy8urVH2TmkZSUhL2798PHx8ffP36FU5OThg3bhwnflnZeHh4YPny5bC1tRVS7S4oKMCbN28gJyeH4OBgTin4e+g7xeAePXrg+fPnSE5OxoABA7Bv3z4AhR2D6urqIscICwuDt7c319b+6dMnZGVlQVdXFwUFBfD09OQKkNPT03Hv3j1kZWXB0NCQs48oLhpYnKrme8aoGHJyckq0zalbt66IIF9NhiU1P0GRWZ2RkVGJJpdaWlro3LkzzMzMKjUOKSkpvH37VkQL5+PHj6hbt26lPs3HxcXBx8cHPj4+yMjIwKdPn3D06FGJ+T+VdLMPDg6Gqakp/vzzz1/yB2JULW7duoV9+/bhxIkTsLS0xNWrV3+6RXXcuHHl2q+oBbq4UWppREdH4+XLl+jXrx/27dsn5M01Y8YM2Nvbo3fv3hg1ahTCw8MRFBSE69evQ19f/4cdjEDhH6m4uDgYGxuL6Oa4urriyJEj0NPTw7hx4+Do6Ijt27eX6zNWNwsRRtm8ePEC48aNQ3BwMDdWPKmWkpISEuQzNDSs0SKMLKn5CYonNZKEz+fj3bt3IklNUlISjI2NxdJWTUTw9/fH3r17cfbsWdSpUwcDBw4sUzCNwfgVMjMz8X//93/Yvn07Hj9+jHfv3v20HQefz4eBgQGsra1R1i3v1KlTAAr9k+7fvw9jY2Nu2+rVq6GtrS2SIDk4OMDW1lbItkFRURGPHz9GZGQkxowZg5s3b8LOzg7p6ekgIpw4cQL29vYleqdlZGTAzc0NPj4+AApnVho2bIh58+ZBR0cHs2fPhpqaGvT09GBlZQUAIlpVRVSmsjmjatC+fXtIS0tj4cKF3Kzizp07ce7cOUyZMgV//fUX5yJ/9OhRbNq0SUTnqCbBkpqf4Puk5nuTy6ZNm6Jfv36VZvJYlDAUmfwpKSlx2/Lz83Hr1i3Ex8fj0aNHlXL+0vj06RN8fX2xb98+hIeHi/XcjJrLnTt34O3tjWPHjqFRo0ZwdnbGyJEjf8mtfOrUqTh8+DAMDAzg7OzMuX+XxoIFC6CkpCSUqJTX+uDly5ewsbGBnJwcvnz5AnNzcyxatAhDhgzBpk2bsGjRIsjJyUFBQQFDhgyBo6Oj0DFnzJjBKQwTkVA9UUFBQYnCfUVu3t9TtMzFqLkoKiriwYMHQisExQX5iv/dio6ORtu2bfH582cJRlzJiLEoudpTXAPgxYsXZGpqSgoKCpyehYKCAjVu3JhevnxZKecv0sDg8Xikp6cnpIvRqFEj6tGjB929e7dSzk1ElJqaSvn5+SLj+fn5lJqaWmnnZdQu1q5dS+bm5qSlpUUzZ84ssSvsV8jKyqJDhw5Rt27dSEFBgYYMGUKXLl2igoICunr1Ki1atIjGjx9Pzs7OZG5uTrKysqStrU3Tpk2jWbNmkZSUFI0bN45mzZoldNyYmBiSlZWl/fv3U4cOHYjP51PdunVp0KBB9O7dO1q+fDlpaWmRi4sLGRgY0IABAyg9PZ0OHDhAvXv3JllZWTIyMuKOp6+vT3fu3KGbN2+SQCCgQ4cO0c2bN+nAgQMkEAjo5s2bIi9G7cXW1pZu374tNCYvL0/x8fFEJPx36+nTp6SoqCj2GMUJ06kpg4iICKGfiQjR0dFIS0vD1KlTUbduXezduxcdOnQAUFjTMmrUKEyfPh3nz5+v8HiKngS7dOmCkydPirVe5NSpU1iwYAHCwsJEOkUyMzPRsmVLrFu3Dn379hVbTIyaycKFC6Gvr4+hQ4eCx+NxyzDfU7zrsDzIyclhxIgRGDFiBBISEuDj4wNXV1d8/PgR3759EyoKTklJgYqKCvLz8zn1aVlZWQQHBwvpH4WEhGDBggXIzc3Fpk2b4OjoiODgYJw6dQqGhobQ1tbG4sWLISMjg+DgYAwaNAh//vknFBQUYG9vj8+fPyMhIYGb7QUKO53q1q0LIyMjSElJoXXr1jAyMkJ4eDhkZGQk7q/GkDxfv37l/r127VrMnz8fq1atgqWlJWRkZNC4cWP4+/uLqEcfP34c1tbW4g5XrLDlpzLg8/lcG/D3FI3x+Xyhwtzw8HC0b9++xklT9+jRA0OHDoWLi0uJ2729vXH06FFcvnxZzJExahqdO3cuU7IAKGzPv379+i+f49WrV9i3bx98fHyQkJAALy8vTJgwocz3eHp6wtPTE3///Tfs7OzQs2dPpKSkICMjAxMnTsSmTZsAlC1zkJGRgVOnTuHgwYO4du0a9PT00Lt3bwwePJhzj+/YsSN69OgBJycnNG3alGvLdnNzQ3R0NLZu3cqZYRZRVFvDqB0U/W0qgr6Tr6BikhYCgQAeHh5Cgnzdu3eXRNhigSU1ZZCQkFDqtmbNmsHb2xstWrQQag8Wl8nl69evcfbsWU4Dozg/+wRbHnR1dXHr1q0SVZSBwjqCjh07IikpqcLPXV6sra1RUFCAtLQ0yMnJldnGWNXaWu/cuYOPHz/i999/58Z8fX3h7u6O9PR09O/fH1u3bq3R7rqVTXZ2Nk6ePAlvb28EBgbi999/h7OzM0aPHi1SFFyc169fAyj0e1u4cCG2bNmCnJwcFBQUQEpKCo6OjvDx8cG3b98AFBrgBgcHi3RBOjs74/LlyxAIBBg2bBgcHR3Rtm1b8Pl8mJmZITIyEkChdESnTp1QUFAAeXl5TJo0CWFhYQgMDCy1yLk26Bcx/kdAQMAP94mIiMD+/fuRmJiItLQ02NjYYOnSpejRo4cYIpQgElr2qvaMHj2amjZtSnfv3qWCggIqKCigO3fukIWFBY0ZM6ZSz3316lVSUFAgCwsLkpaWpubNm5OamhqpqqpSly5dKuWc8vLyFBUVVer2yMhIkpeXr5Rzl8WQIUNo69atRES0ePFi0tDQID6fTzwejxQUFKhNmzY0a9YsmjVrFrVt25ZUVFRo4cKFYo/zR/Ts2ZPWrFnD/RwREUHS0tLk4uJC69evp3r16pG7u7vkAqzmTJkyhdTV1cnKyoo2bdrEqXMTEc2fP5+WL18utH9+fj55eHiQiooKpzysqqpKy5cvp9TUVLp//z5dvXqVli1bRsbGxqSrq0sAOI+novcUfwEgAMTj8YTOdfPmTbp//77Q2MmTJ6lPnz7UsmVLMjc3J0NDQ7K2tqaQkBBSVFQkf39/8vPzo8aNG9O///4r8nkTEhIoKSlJaCwpKYkSEhL+66VkVBE8PDwoPT1d0mFUOVhS84uUZHLJ5/Opf//+9OXLl0o9d8uWLWnp0qVE9L8isG/fvlG/fv1ox44dlXJOMzMzzjStJHx9falx48aVcu6y0NbWprCwMCIiOnjwIJmYmFB6ejq1a9eOtLW1RfZfunQpOTs7izvMH1KvXj0KCQnhfv7jjz+offv23M/Hjh0jc3NzSYRWI+DxeGRgYED9+/enAQMGCL2MjY1JRkaGNDU1uaLgli1bkkAgIDs7O85iY/v27aSlpUV//PGHyPGvXbtG3bp1I1lZWQJAw4cPJz8/P66Q9+rVq2RjY0MHDhz4pcLeevXq0b1794iISFlZmZ49e0ZERGfOnBH6nhT/vN9/X8zMzGqN1UZtgM/nU3Jycpn7ZGdn06tXryghIUHoVZNhhcK/yM+YXFY0UVFROHz4MIBC+4LMzEwoKSlh+fLlcHBwwJQpUyr8nAMHDsTixYvRvXt3aGtrC2179+4d/vzzT4waNarCz/sjUlNTudbcS5cuYdCgQVBQUMDjx4+Rl5cnsv+oUaNga2vLiaxVFT5//ix0XQMCAoTMFVu2bIlXr15JIrQagZOTU6l1Ounp6dDU1AQArig4PDwcjRo1AhFx9SpWVlbIzMyEu7s7YmJiRJZ9r1y5gtTUVBw8eBDe3t5wcnKChYUF13CQmJiIVq1awdTUVOh9eXl5uHnzJmJiYriW9UePHsHIyIiTbUhPT4eMjAykpKTQoEEDpKSkoFGjRrC0tCxxKfXGjRsiBf2+vr5V0syV8WtQGZUjJQnyFb2nKtrEVCQsqfmPmJqaitykKhtFRUXuhqqjo4OYmBg0bdoUAPDhw4dKOefChQtx5swZmJqaYtSoUZxcfXR0NA4ePAg9PT0sXLiwUs5dFnp6erhz5w40NDRw6dIlHDlyBEBhp8r3Wh5AYc1TVZQM19bWRlxcHPT09JCTk4OHDx8Kqc5++/atVIE1xo8prYOqNOTl5XHixAk0atSIGzty5AgWLVqE/Px8nDp1SsT6AABUVVXh6uoKV1dXhIWFYefOnYiOjkZOTg569uyJ1atXY+bMmVyilJCQgJ49eyIxMRHZ2dno3r07iAhbt26FlJQUvLy8AACNGzdGVFQUZGVl0axZM+zcuROGhobw8vIq0Y2+pA6pli1b/tQ1YFR9SkvUx44dC2lpafz7779CNh+1AZbU/CS/YnJZ0bRp0waBgYEwNzdH7969MWfOHDx+/BgnT55EmzZtKuWcysrKCAoKwqJFi3D06FFOvElNTQ2jRo3CypUrhYwuxcXMmTPh6OgIJSUlGBgYoHPnzgCAdu3a4fz585g+fTpatWoFoFAkzdvbW0hQrarQu3dvLFy4EGvXrsXp06ehoKDASQUAhUV/pRWyMiqOoqLgZs2aYdu2bUIK2atWrULbtm2RnZ2Np0+fYvPmzWjYsCEmTZokklikpKTgzz//xMWLF7Fr1y4A4JLsffv2YeLEiVBUVMTZs2chIyMDFxcXeHl5cWa19P9Vh4s6qBo1aoR169bBzMwM7u7u6NmzJw4ePAhZWdkSE7bvZ3+UlZWRlJQEFRUVIdFORvWmUaNGJSYsnz9/hoqKChwdHSu9aaWqwbqffpKyTC6L+K/tpj8iNjYWaWlpsLKyQnp6OubMmcP5HW3YsKHSzRqJCB8+fAARQUtLS+JPAaGhoXj16hW6d+/O3bDPnz+PBw8e4PLly5wGiLm5OWbMmIGhQ4dKMtwS+fDhAwYOHIjAwEAoKSnBx8cHAwcO5LZ37doVbdq0wcqVKyUYZeXzvTZUWVRUG3NBQQH++usvrF+/npNiEAgEyM3NhbGxMdq2bQugMBkRCAS4dOkS+vfvj5s3b8LS0hJRUVGws7PD27dvuWM6OjoiISEBmzZtQufOnXHq1CnMmDED8fHxMDEx4Za7AgMDYWNjA0VFRdy8eRP169fHmzdvoKOjg7dv33K/y7KysjA0NMTy5cvRunVrZGRkIDo6Gvr6+qhTp47Q5/l+9qfI92fGjBnIzs7mZn8Y1Rs+n49NmzZBVVVVZJuHhwdGjBiBRo0aYcyYMRKIToJIrJqnitO8eXNOKbisF5/P59QaxUFeXh4FBATQ58+fxXbO6kJRF1p15suXL5SXlycy/vHjR8rOzpZAROKFx+Nx3WsldRAVf1UUCxcuJC0tLdqxY4dQUbCGhga1a9eOBg4cSAMHDiRlZWW6evUqERFZWlrSoUOHiIgoODiYVFRUhI5Z3sJeNTU1evr0KZ05c4YUFRUpJiaGOnfuTBcuXKC6detSWloaTZ48mXR1dalOnTo0bNgwev/+fZmfx8HBgUaNGkXZ2dlCarI3btwgExOTirloDInD4/GECoVTU1O517Vr16ht27Z048YN+vDhg9C2mq7+zpafSqF///7cv7OysrBjxw40adKEe2q7e/cunj59KuKeW9lISUmhR48eiIqK+iUPnJrI3r17sXHjRrx48QJAYZ3TzJkz4eLigpycHLx//16kvkZfX18Sof4QVVVVbiaMx+NxT/Rl+RTVJIpUswHg0aNHmDt3LubNm8f93t25cwfr16+Hp6dnhZ1z//792LNnD/r168eNWVlZoX79+nB1dUVQUBAAYOTIkQgPD0fXrl0xZMgQzJgxA9evX8eVK1fQtWtXoWOmp6dzhrPq6upChb2hoaG4fPkyJ7K3ceNGeHt7QyAQgMfj4datW8jLy0Pv3r2xZMkS+Pn5wdHREfLy8jh8+DAmTpzIGW+WxO3btxEcHAxZWVmhcUNDQ7x586aiLhtDwnw/Q66mpiYiwPf995JYoXDtxd3dnfu3i4sLpk+fjhUrVojss2rVKnGHBgsLC8TGxqJhw4ZiP3dVY+nSpdiwYQPc3NyE/vDNmDEDy5cvF7mJV+Vf6nfv3mH+/Pk4e/YsJ+SmoqKCAQMGcA7RNZ3iS6dDhgzBli1b0Lt3b27MysoKenp6WLJkidCDx3/h06dPIkJ5QKHg5Pv37zkV7SZNmnCxlGR9UJzGjRvj2bNnMDQ05Ap7VVVV0adPH2RnZ6N379548eIF1q9fD0tLSxARMjMzMXLkSBQUFODt27c4ceIEWrdujX379mHIkCEACru42rRpg7y8vFIfqAoKCkr8fr9+/VoidW+MyoG+qxy5ceOGhCKpYkhymqi6oKKiQs+fPxcZf/78OQEQ6/ITEdHFixepefPmdO7cOUpKSqpVU4vfU6dOHW4ZoDiNGjUiaWlpunDhAj169IjCwsKEXlWN1NRUatiwIWfi6OXlRf/88w+5ublRnTp1yNTUlL59+ybpMMWKvLw8RUZGioxXtNBjq1atyM3NTWgsJCSE5OTkSEZGhtOzadCgAWlqatKDBw9EjvG92J2fnx9t2LCBEhISKDQ0lOrUqcOJ8m3fvl1oWej8+fOkrKzMCfMVX3orGiu+7CYQCMrUGhk6dChNmDCBiAp1rGJjY+nbt29kZ2dHY8eOrYhLxqiiMEE+Jr5XLrS1tWnfvn1ERNyae3h4OC1fvpx4PB6dP39eaLyiXIVLo+jG9/3NrujnikZdXZ1TYHV2dqavX79W+Dl+FVVV1RITToFAQEpKShKI6NdYvnw5mZiYlFgvkZycTCYmJrRy5UoJRCY5rK2tafTo0UK1RNnZ2TR69GiytrausPPcvHmTFBUVydzcnMaNG0fjxo0jgUBA0tLSdO7cOe5h4ePHjzRixAhq27atyIPEj8Tu0tPTSVNTk27cuEFEws7JMTExpKioSFFRUXTu3Dni8Xjk4+NDp0+fJj6fT/v376fTp09zL2VlZYqNjS3187x69YqaNGlC5ubmJC0tTW3atCFNTU1q3LjxD8XaGNWb8gjy1XRY91M5WLNmDTw8PDBhwgRs27YNwP+m/oqvYRa1Ylb28saPfD8q2sVXSUkJERERnGvwu3fvoKWlVaHn+FXc3NwgIyMj0kJfr149tGvXDidPnpRQZD9HmzZtMGnSJDg7O5e43dvbG7t378adO3fEHJnkuH//Pvr27SskgBcREQEej4dz585xrfoVQVJSErZv384JaZ49exbXrl0r0VyzoKAAfD6f+7noXnDv3j00adIEc+fOxdmzZ5GRkQFra2scPXoUWlpaUFZWxsOHD2FqagplZWWEh4fj6NGjyMzMxPbt2/Hx40cAhZ0rdevWxdevX7Fo0SJYWFhwS02pqalISEiAmZmZUM3M9wJ8eXl5OHr0KMLDwznfH0dHR6EuTUbNg8/n4927d1w9V22EJTXl5NixY9i8eTOnOGpiYoJx48YJGRAWp7LbqsVJ9+7dkZycjBYtWmD//v0YNmxYqTdHcSv1urm5wdfXF3p6epxGz7179xAbGwsVFRX89ttvqFOnDvh8PlavXs29T0VFRaxx/ggNDQ3cuXOHEzX8nujoaLRr167WaU6kp6fj4MGDQqrdI0eOhKKiYqWeV1tbG35+fiIGovfv38eqVatw+vRpkfd06tQJs2fPxq5du4QKe9u3b49Tp06hd+/eaNGiBVasWAFlZWVERESgS5cuMDIygoaGBo4fP84d6969exg+fDjGjh2LT58+4eHDhwgLC0NGRgaWLl0qcu7iNYCM2gufz0dycnKVeeiUBCypqaZ8/vwZe/fu5TRYmjRpAmdn50rpkklOTsbGjRsRExODEydOoGfPnqW6RZfVlVEZfK8bVMTNmzdFxvh8fpUtFJaWlsabN29KLQZ+9+4dGjRoUKL1A+O/8+XLF6Hfp2fPniEuLg7r169Hu3btABSqUc+bNw+DBg3Cpk2bhN5fJHY3fPhwbNiwAU5OTkhKSkJMTAzs7OyQmZmJ6OhodO3aFTY2Nrh+/Tr69euHEydOQFNTE3fv3hUSV4yMjESzZs3Qtm1bBAUFoUOHDhg+fDgGDBjww4LxoqLycePGCY17e3sjJSUFCxYsqIArxqiK8Pl8qKqq/lA7rCY/HLGkppx8+fIFx48fR2xsLObOnQsNDQ08fPgQ2traqF+/vlhjuXXrFvr27QtVVVXY2toCAB48eIAvX77g3Llz6NixY6Wdu2HDhggNDeVajasq4l6i+6/8aFkvOTkZurq6VS4Zq2xevHiBGzdulNiWX9KMxa8QGhoKe3t7CAQCbknr/v37+PjxI/Lz87lrLiMjgylTpmDp0qVITk7mrEqSkpLg6uqK5ORkZGRkIDg4GG3btuXE7nx9fTmhvNTUVGzbto1bFrp79y6WL1+OadOmAQBCQkKwZ88e+Pn5IT8/H6tWrcKCBQsQERHBqQv/CENDQxw6dIhLxooomv0p3jbPqFmUJchXnBotyCeRSp5qRnh4OGlpaZGJiQlJS0tzBX6LFy+m0aNHiz0eCwsLmjBhgpBIW15eHk2cOJEsLCwq/HxVuVC4psDj8UhNTY3U1dVLfKmpqdU6h+Vdu3aRlJQUaWtrU7Nmzah58+bcqyILhX/77TcaO3Ys5ebmcmO5ubk0ZswYateuHUVERFBERATFx8dTnz59REQAARAAys7OJgB0//59Ivqf2F1Zhb1r164lTU1N8vb2JjMzM6pfvz717t2bVFVVadWqVUREJC0tTU+fPi3355GTkyvxfDExMSQnJ/czl4ZRzfhekK82wmZqykG3bt1gY2MDT09PrsDPyMgIwcHBGDlyJOLj48Uaj0AgQFhYmEj9xbNnz9C8eXNkZmZW6PmqcqEwUPikfezYMSQmJoo4Jx84cKDE8YqS2K8o9u/fX679avQT1ncYGBjA1dW10pdLBAIBHj16JKJVExkZCVtbW87ZuiTrg+TkZIwZMwY7duzApEmTwOPx0LhxYygoKCAnJweRkZHg8/kwMzNDVlYW+Hw+lJSU8PDhQ2zfvh27du1Cbm4u4uLikJWVBQCQk5PDokWLuDoZGRkZhIeHl3umxtTUFO7u7hg1apTQuJ+fH9zd3REbG/tfLxmjiiIlJYW3b9/W6kJhJr5XDkJCQrBz506R8fr16+Pdu3dij8fGxgZRUVEiSU1UVBSaNWtW4edr27Yt+vfvjxYtWoCIMH369CpTKHzkyBE4OTnB3t4e/v7+nHPy27dvoaqqWqrYWFVbxqlNyUp5+fz5Myc6V5moqKggMTERZmZmQnUob968ARFxY6dOnULXrl2xY8cO8Pl8GBgYoHv37pg8eTJ27tyJSZMmQVZWFj179oS6ujoSExMRHx+PefPmAQB27NiBbt26oVGjRnj8+DFmz56NOXPm4MaNGxg0aBBGjBiBy5cv4/z589i1axe+ffsGR0fHn/ZWmzBhAmbOnInc3FzY2dkBAK5du4b58+djzpw5FXTVGFURNkcBtvxUHrS0tOjhw4dEJKwv4e/vTw0aNBBLDMU1cI4cOUL6+vr0999/0+3bt+n27dv0999/k6GhIR05cqTCz/3u3TtasGABDR48mPh8PvXq1Yv69+9f4kvcWFpa0rZt24jof/83BQUFZGxsTHp6ehQSEkKKiork7+9Pfn5+1LhxY/r333/FHuePuHfvXomeT0VkZWXR0aNHxRiR5Bk3bhz9888/lX4eNzc3atCgAR05coR4PB7p6elRy5YtSV5enoyNjbnvtrS0NHXv3p369+9P+vr6FBgYSEREffr0ISkpKSIqW+xOUVGR4uLiiIjI3d2dBg0aREREDx48IG1tbaGYrl27Ro6OjiQQCIjH49G8efM4/6gfUVBQQPPnzyd5eXluiUxBQYE8PDz+66ViMKo8bPmpHLi4uODjx4+Ii4vD48ePYW5uDqDQLVtJSQkNGjQQec/3uhH/FT6fz+nglEVld/ZUtUJhRUVFPH36FIaGhtDU1OSck7W0tFBQUICPHz9CRUUFoaGhaNSoEc6ePQtPT08EBgZKOnQhvp82VlFRQVhYGIyMjADUzkLh1atXY8OGDejTpw8sLS0hIyMjtH369OkVcp6cnBzMmzcPXl5e3DIlj8dDx44dcfjwYejo6AAAWrZsib/++gv29vbo168f1NTUsHr1aqxcuRJ79uyBiYkJXrx4AVtbW7x48QJ16tTBrVu3uP9TDQ0NBAYGokmTJvjtt9/g5OSEiRMn4uzZsxg0aBAGDRoksky6b98+HDx4EN7e3njw4AG0tLTQr18/kaLpkmZI09LSEBUVBYFAAFNT01I7FhmMmgRLaspBamoqBg8ejMDAQGRnZ0NZWRlpaWng8Xho0aIF2rdvD+B/Jpeurq5CmigVQUJCQrn3rUkaOT+iQYMGuHjxIiwtLWFlZYVFixZhxIgRUFRUBJ/Px7dv32BgYIBDhw6hffv2iIuLQ9OmTbk6iarC96JZxWu3gMKkRkdHR+SPWU2mLG8zHo9X4bUhGRkZiImJQU5ODh4/foyDBw8iODgYffr0wfjx4/H+/Xvk5eXB2dkZDx48QM+ePfHp0yfIyspi7969IKIyxe769euHnJwctG/fHitWrEBcXBxu376N0aNHQ05ODrm5udzyaXJyMgYMGIB9+/YBKBTkW758ObS0tNCmTRuRJSlxSykwGFUVVlNTDlRVVXHlyhUEBQVxN60bN27A1tYWy5cvF7rBuLu749WrVxUeQ1VJVJYvX17m9opqsy0vHTt2xJUrV2BpaSnknJyXl8e1uxcZChoaGsLLy4t78q5u/GxtRXVH3K3HCgoKsLS0BAC0aNECY8eORUJCAnx8fODq6oq8vDw8ffqU256QkMC1atepUwdAYTFxaWzbtg2urq44fvw4/vnnH9SvXx+rVq1Chw4dYGFhgX379mHz5s1o2LAhJk2aJPQ99fLygo+PD0aPHl2uz1JW8Xx1UdlmMH4FNlNTDv7++2+u2K8IVVVV3Lt3Dx4eHjh8+DA3XjT9nJqaWqkx+fn5wcvLC3Fxcbhz5w4MDAywadMmNGzYEA4ODpV2Xmtra6Gfizo3pKWlYWxsXOHLbj/i06dPyMrKgq6uLgoKCuDp6Yng4GDk5ubi999/x9SpU0Weqn18fDBs2DCxxvkjyjNTU9uWnyqb78XpSiItLQ2NGjXCli1bkJ6eDnV1dXTr1g1bt27lOgD/i9hdacunUVFRsLOzw9u3bwEAmpqauH//vpBAX2mUVjz//ewPg1ETYTM15eDvv/+GhoYGxo8fz40JBAKMHj0aaWlpQvsGBQVBXl6+UuP5559/sHTpUsycORMrV67k/tCpqalh06ZNlZrUPHr0SGTs69evGDt2LAYMGFBp5y2N4grKfD4fCxcuFNmntKfqqkZkZCTXTUdEiI6O5r5fHz58kGRoEuP169c4e/ZsiTMO3/t9/Sw+Pj4wMDCAtbW1UK1afn4+3r59i4SEBHz8+BHGxsbIzc3F+PHjIRAIcPjwYUycOJFb8tm5cycOHTokcvymTZti+PDhQklNfn4+Tp06xSkXy8vL4/PnzzA0NET9+vXx5MkTWFpa4suXL0JLpC4uLjh06BCWLFnyw8+1atUqbNy4EVOnToWysnKpsz8MRo1EUhXK1Yn79++Tmpoa/d///R8RFQpzNWnShHg8Ho0fP578/PzIz8+Ppk2bRgoKCrR69epKjcfc3JxOnTpFRMLdWI8fPyZNTc1KPXdpREREkIGBgUTOXRMoclgv7sBe3Im9shzYqzJXr14lBQUFsrCwIGlpaWrevDmpqamRqqoqdenS5T8f39XVldTV1al58+a0efNm+vjxI02ZMoXU1dXJysqKNm3aRCkpKWRoaEjHjh3j3hcaGkrS0tKcWF9pYne+vr4kJSVF48ePJ2dnZ+rfvz8pKSmRtLQ0WVtbk7W1NUlJSZG6ujo9fvyYli9fTlpaWuTi4kIGBgY0YMAA7ljTp08nNTU16tixI02bNo1mzZol9CqOgoIC12WloaFBERERREQUGRlJ9erV+8/XjcGoyrCZmnLQsmVLnDhxAv379+eKAoHCde79+/dza9Tm5ubYt28fhg4dWqnxxMXFiSwDAYWiXenp6ZV67tJITU2t9CW34khJSZVrv+qyXMOk60VZtGgR5s6dCw8PDygrK+PEiROoW7cuHB0d0bNnz/98/O3bt2PDhg04efIkvL29sWjRImRkZKBu3bowMjJCQEAAAgICkJCQAG9vb6FlZhkZGSQlJUFfXx96enoICgoSKmz28PCAh4cHZGVl8eHDB/B4PAQEBEBJSQkdO3bE+fPnARR2UE6ZMgUTJ05EYGAgZGRkEBwcjEGDBuHPP//kjhcREYHmzZsDAGeqW8T3tVbq6ur49u0bAJQ5+8Ng1ERYUlNO7Ozs4Ovri0GDBsHc3BwBAQGoU6cOJk6cKPZYGjZsiLCwMJHi4UuXLnHt5pXFli1bhH4mIrx9+xZ+fn7o1atXpZ77+/MaGBhgzJgxJSZ41Y2qUghelYiKiuISCWlpaWRmZkJJSQnLly+Hg4MDpkyZ8p/PIScnhxEjRmDEiBFISEiAg4MDYmJicOXKFfTv359rI1dTUxNaVpaWluYS5pLE7jZu3AhFRUX88ccfWLRoEYDCJevbt2+jadOm3HGMjIywfv16tGzZUmj5NDExkVMYBoAbN27g7du3yM3Nhb6+fpmfqbTi+StXrqBr167/+ZoxGFUZltSUwsCBA0sc19LSgpqaGiZOnIicnBwkJSWhZ8+eYjW5nD17NqZOnYqsrCwQEe7fv4/Dhw9j9erV2LNnT6WdFyi8WReHz+dDS0sLY8aM4W7e4uD+/fvYu3cvVy8wbtw4ODo6Ql1dXWwxVCSenp5wc3PjWoCDgoJga2vLaYt8+/YNCxYswI4dOyQZplhRVFTk6mh0dHQQExPDJQSVUWPE5/MxcOBA+Pj4ICcnB15eXlBSUsL+/fvx9OlTSEv/73aZkZGBvn37QlZWFkQEKSkpuLq6cvEWFBRgxowZQr8TjRo1QnJyMvT09ITOGxcXh4YNG+Lr16/cmKGhIRo1aoTo6GhuzM7ODs+fP+fkHUrSxwIKu6yKEqLFixeXOvvDYNREWPdTKTg7O5e5/dOnT/D394eMjAwyMzPx7NkzGBkZ4c8//0RiYiJ8fX0rNb6DBw9i2bJliImJAQDo6urCw8NDqJi5NpCVlYXjx49j3759uHv3Lvr27Yvx48eje/fukg7tp2Die6L0798fffr0wYQJEzB37lycOXMGY8eOxcmTJ6Guro6rV6/+53NkZ2dzy0+BgYH4/fff4ezsjJ49e4LP5wMoXEoqD3PmzOHE7nx8fKCqqooZM2Zw2wMDAzF//nxERkZyS0ZEBCLizlVEQUEBeDwep0tUUFCAKVOm4ODBg5y3m7KyMubMmYPFixeLvJ/BqK2wpOYXqSomlxkZGUhLSxObgdm4ceOwefNmEU+l9PR0uLm5id37qThxcXEYP348AgICkJKSAj6fj/v37+P9+/cionVOTk4SirJkWEu3KLGxsUhLS4OVlRXS09MxZ84cBAcHw9TUFBs2bPjPS3aurq44cuQI9PT0uJm+iuqMmzFjBnx9ffHlyxehmpei223xpKbo5xs3bogcp1OnTgAK64v27t0LDw8PTuwzMDAQy5Ytw4QJE37K9FNFReXXPhSDUQ1gSc1PkJKSgmfPngEAevfujUePHsHY2FjoD1BCQgIaN24stB5ekyjNBfbDhw+oV68e8vLyxB7T69ev4ePjAx8fH2RkZMDJyQlt2rSBk5MT0tLSoKKiIvSHhcfj4dOnT2KPsyxYUiN++Hw+9PX1YW1tXaawYXnE6r4Xu7t9+zaAQh2nkpSRN23aJDJWlMAAQF5eHm7evImYmBiMHDkSjRs3xqpVqzB48GAoKSlx+505cwaurq54+/btD8UZiajSbVQYDEnDamrKQdEshK+vL/fET0SYM2eOiD7F8+fPOVGuiuRHN97iVIYA3tevX7mp8m/fvgkVTebn5+PChQtitbvPycnBqVOnsHfvXty+fRu9evXCpk2b0KtXL0hJSaFRo0YYN24cVq1aBQUFBbHFxag+ODk5VYhKc0lidxoaGj8ldpeRkYHo6GiuTq8oUcnNzUX37t3x6dMnXL9+HXfv3oWXlxf3PjMzM3z69KnEWR4GozbCkppyMHv2bAQEBODcuXPc1O+QIUNw9epVzJw5E0Dh039iYiIWLFiAQYMGVXgM/fv3r/Bj/gxqamrg8Xjg8Xho1KiRyHYej1fu2oOKQEdHB8rKyhgzZgx27NjBJVRFLe1v3ryBs7NztUpo9uzZwz2F5+XlwcfHh1sOKWrRZVQcPj4+FXKcH4ndvX79GgDw9u1bHD58GM+fPwcANG7cGD179sTmzZtx8eJF7nhFD048Hg+KiooACq0+0tLScOfOHaFzb9u2Dc2aNROa5WEwajNs+akc1KlTB8ePH0fnzp25sdTUVHTt2hUPHz4En8+Hrq4u3r17h7Zt2+LChQvczaimEBAQACKCnZ0dTpw4IaTkKysrCwMDA+jq6ootnuKFkSU9bX9faFnVMTQ0LNesAdOzqXqUZHXQtGlTzJgxA9u3bxf6HsrJycHMzAwAEBMTg7S0NNSvXx+nT59G586dcerUKQwcOBBaWlrYunUrhg8fjvDwcLx69Qq9e/dGZmYm18Rw584dvHr1ChcuXECHDh1E4srIyChRidnKyqqSrwiDITnYTE05yMjIgLa2ttCYqqoq9u/fjxYtWmDDhg2cM2+3bt0gjjzxy5cvOH78OGJiYjBv3rxKbycvehKMi4uDvr6+xM0VfzTdfv78efj6+mLZsmWwtLTk9EaK6NevX2WG99OIq7CcUfGUJHZ36NAhHDhwAHJycli8eDH++usv9OvXDzdu3ECfPn2wcuVK5Obmok6dOkhJSUFkZCT4fD4MDAwgLS2N2bNnY/Xq1dw5OnXqhIMHD8LR0RFfvnwBUCg74erqKvIwkZKSAmdnZ6HZn+KwmhpGjUac8sXVFTs7OxoyZAhlZmZyYytXrqQhQ4ZQ165dhfbNy8uj4cOHV2o84eHhpKWlRSYmJiQtLc3ZJCxevJhGjx5dqee+ePEi3b59m/t527Zt1KxZMxoxYgR9+vSpUs/9M5RkN1DcdqC68erVK5owYYKkw5AI2dnZFB0dzdkSSJKrV6/SokWLOOsDZ2dnMjIyopYtWxIRcVYHCgoKpKWlRQMGDKCWLVvShg0biIjo9OnTpKuryx1PWVmZFi9eTC1btiR9fX0KDAykoUOH0vDhw0kgEJCSkhLFxsbSt2/fyM7OjsaOHfvDGEeOHEnt27enkJAQUlRUJH9/f/Lz86PGjRvTv//+WzkXhsGoIrCkphw8fvyYdHV1SVNTk+zs7MjOzo54PB6pqanRkydPuP3y8vJo8ODBZGZmVqnxdO3alebNm0dEwt5PQUFBle6/ZGFhQefPnyeiQr8nWVlZWrRoEbVp06ZcN1zGrxEWFlYtk7H/Qnp6Oo0bN46kpKRISkqK+55Pmzat0v3VSmLZsmXE5/OpVatW5ODgQP3796f+/ftT7969yd7enoiI8vPzafXq1cTn88nZ2Zk+ffpECgoKXOzR0dEkLy/PHdPW1pb27dtHCgoK1LdvXxo9ejTdv3+fNDU1SUZGhqSlpalNmzakqalJJiYmtGzZMho/fjyNHz+eNmzYQF++fBGJs169enTv3j0iKkyanj17RkREZ86cofbt21f2ZWIwJApLaspJeno67dq1i2bPnk2zZ8+mP/74Q8TkcsCAAWRubk5v376t1FhUVFTo5cuXRCSc1MTHx5OcnFylnltRUZEzy3N3d6dBgwYREdGDBw9IW1u7Us9dm6mNSc306dOpRYsWdPv2bVJUVOS+56dPn6bmzZuLPZ569eqRr69vufZt1aoVubm5EVFhYhEVFUVEhQlZ69atuf38/Pxo5cqVpKysTKGhoVSnTh3i8/kkJydH06ZNo3nz5tGUKVNo8eLFpKGhQfXr16cBAwbQgAEDqEGDBqSpqUkPHjwQOreysjL3O1o0+0NEFBsbSwKB4L9eBgajSsNqasqJgoICJkyYIDTWtWtXIZPLly9f4saNGyL1NxWNnJyckKR6EZXVTl4cWVlZzhTv6tWrnIidhoZGiTFJkoCAAKxbtw5RUVEAgCZNmmDevHklFlUyqh6nT5/G0aNH0aZNG6EarqZNm3JK2uIkJycH7dq1A4Afftfd3d0xdOhQ+Pv7Q1FREcOHD0dOTg5X2FvEqFGj8Oeff8LGxgYtWrRAQkICoqOjoa+vLyQE2KFDB/Tr1w+7d+/m7Bry8vLg4uKCmTNn4tatW9y+jRs3xrNnz2BoaIhmzZph586dMDQ0hJeXF3R0dCrykjAYVQ6mrV1OYmJi4Obmhm7duqFbt26YMWMGDAwMOJPLuLg4BAQEVHpCAxQWuS5fvhy5ubkAKr+dvDi//fYbZs+ejRUrVuD+/fvo06cPgMKEqjQvGklw4MABdOvWDQoKCpg+fTqmT58OgUCArl27imgLMaomKSkpJWofpaenS6RQ3cXFhfvuqKmpQV1dvdRX3759kZ6ejmfPnqFhw4aIiIiAqqoqAgMD0aFDB6Snp2PMmDFQVlbGypUrUVBQgJSUFCgoKODy5cs4e/as0LlDQ0NhYmKC9evXc2PS0tKYP38+QkNDhfadMWMGkpKSABQmVxcvXoS+vj62bNmCVatWVfJVYjAkC2vpLgeXL19Gv379oKioCE1NTQDAx48fkZqairZt2yI2NhYmJiZCT1blUSH9VVJTUzF48GCEhobi27dvYm0nT0xMhKurK169eoXp06dzXlOzZs1Cfn6+iIu3uHj58iViYmLQsWNHCAQCmJubY+LEiZg1a5bQfhs2bMDu3bu52ZuqQmkGqkV8+fIFAQEBtapzpWPHjhgyZAjc3NygrKyMiIgINGzYEG5ubnjx4gUuXbok1niKrA+srKygqakpZHAJAFOnTi3xfZ06dcLWrVsxd+5c5OXlQVVVFRkZGcjOzgafz8dvv/2GqKgotG/fHqdOnYKhoSEOHTrEzQoBgLa2NhYvXoyNGzcKtfVfvnwZTk5OSE5OLjXuImG/72d/GIyaCEtqyoG1tTXs7e1FbhyhoaFISkoqsT24PCqi/5WgoCCEh4cLtZPXNj5+/Ihhw4bh+vXr4PF4ePHiBYyMjCAlJYUxY8aIeFG9fPkSFhYWVc7G4kcGqkWI43tVVQgMDESvXr0watQo+Pj4YNKkSYiMjERwcDACAgLQokULscbTpUuXUrfxeDxcv35daOzLly/Yu3cvl0DXr18fcnJyeP36NQ4cOICBAwdixYoV0NPTw4MHD9CmTRtkZmZCSUkJUVFRQvYK06dPx//93//hw4cPiI2NBVD4+z9v3jwMGjQImzZtQnp6OubOnYuzZ88iJycHXbt2xdatWyt9SZrBqFJItqSneiAnJ0fPnz8XGX/27FmlF+Yyymb06NFkb29Pr169Eiqa1tHRIR0dHZH9//nnHzIxMRF3mIxf5OXLl+Ti4kItW7Ykc3NzcnR0pIiICEmHVSLp6ekUFRVF4eHhdOjQIVJVVaW6deuWWNgrLS1Nb968EXq/QCCghIQEMjExIT8/P6Ft2dnZ1KNHDwJAfD6fKyaeOXMmZWVlERHRrFmzSFFRkSZOnEjTp08nLS0t6t+/v9g+P4NRFWBJTTlo0KABHTt2TGT86NGjpKurS7dv36bbt2/T+/fvKzWOa9eukbm5OaWmpops+/LlCzVp0oRu3bpVqTFUNbS1tSksLIyIhDvBli9fTgBo8uTJ5OvrS76+vjRp0iSSk5MjLy8vSYbMqAG8evWKXr16RURE79+/pz59+nDJBp/PJwAEgHg8Hvee3NxcGjNmDHXo0IH4fL7I/UJZWZliY2Np7dq1pKmpSd7e3hQfH0/x8fG0d+9e0tTUpGXLllFERARFRERQenq60PsNDQ2F7lOhoaEkLS1dJfR9GAxxwZKacuDh4UFqamq0Zs0aunXrFt26dYs8PDxIVlaW+Hw+J+omLS1N48aNE7nZVBR9+/blRLxKYvPmzbXuyUxJSYmbRSue1ISEhJCSkhK1b9+eNDQ0SENDg9q3b0+nT5+WZLiMH5Camlrul7jJz88nDw8PUlFR4ZIXVVVVsrKyEhG7k5GRIUNDQxGxu6dPn5JAICAej0eWlpZkbW3NvaSkpKhp06bUvHlzqlu3LicUyefzSUFBgTw8PMqMr6zZHwajtsBqasoBEWHTpk1Yv34911UgEAggEAjg6+uL3377DUBhDcD06dPRvXt3/PPPPxUeh4GBAS5dugRzc/MSt0dHR6NHjx5ITEys8HNXVXr37o0WLVpgxYoVXDGpgYEBhg8fjoKCAhw/flzSITJ+Aj6f/8POJiICj8cTe9H0okWLsHfvXnh4eHDGtoGBgXBzc4OTkxP27dsHFRUVhIaGokOHDnB1dcWVK1cQGBjIHaOosNfV1fWH58vOzsaTJ08gJSUFFRUVSElJlbqvt7c3pKSk8O7dO6EaGhUVFYSHhwvV5zAYNRmW1PyAvLw8HDp0CPb29tDW1uY8Xho2bChicgkUehINHToUKSkpFR6LvLw8njx5AhMTkxK3v3z5EpaWlsjMzKzwc1dVnjx5gq5du8LGxgbXr19Hv3798PTpU3z69AlBQUEwNjaWdIiMnyAgIKDc+4rbmVpXVxdeXl4ijQEKCgpQVlZGcnIyDAwMcOjQIRw9ehTHjx/Hhw8fOE2d7wt7i1OUqH1PkR+UtbV1mZ5yp06dAp/Ph4WFhVBXVkREBMzMzCArK8uNPXz48Fc+PoNRLWDiez9AWloakydP5joYlJWVAZRscgkAdevW5cTpKpois7zSkpqIiIhKEdf6UbtxcSqzlb0kLCws8Pz5c2zbtg3Xrl3D58+fMXDgQGzbtg0tW7Ys9X2fPn0SY5SM8iLuROVn+PTpE+ewXRxjY2M8e/YMADixOw8PDwQHB+Pt27cwNDQEUNgh5ebmhjVr1gi9Pz8/H6NGjcLhw4e5sdDQUBw7dgzGxsZISEjA58+fYWBgAD09Pfz7778lxufu7i4y5uDg8Ksfl8GolrCkphy0atUKjx49goGBATfWtm1buLu7w9fXF/Ly8gCAzMxMeHh4oG3btpUSR+/evbFkyRL07NmTO2cRmZmZcHd3x++//17h51VVVa3wY1YkqqqqWLx4MRo0aIDhw4dDTk4OJiYmEncSZ/w3IiIiShzn8XiQl5eHvr4+5OTkxBZPs2bNsG3bNhEtJh0dHe5Bxt3dHT179sTBgwchKyuL/fv3w9raGgBgZ2cHCwsLoZjz8/MxfPhwPHnyhBs7cuQInJycYG9vj8TERHTr1g2PHj1CZGQkIiMjMXToUIwfPx49evQQ+o6XlNQwGLUNtvxUDo4dO4ZFixZh1qxZaNGiBRQVFfHixQtMmTIFubm5sLGxAQCEh4dDXl4ely9fRtOmTSs8juTkZNjY2EBKSgrTpk1D48aNARTW0mzfvh35+fl4+PChWFSNqwomJiYYNWoUHB0dYWpqKulwGBXIj+prZGRkMGzYMOzcuVMkya8MAgIC0KdPH+jr63MPLnfu3OGsD4rsN0oTuwsJCUGPHj2we/duDB48GHl5eRg6dCiio6Nx/fp11KtXDwBgZWWFSZMmYerUqVBWVuZqYiZNmgSBQAANDQ34+voiLy8PT58+hZKSUqV/dgajusCSmnLA54u6SfB4PBQUFIDH43Gqtebm5nB0dIRAIKi0WBISEjBlyhRcvnyZW2Pn8Xiwt7fH9u3ba11B4MaNG3Ho0CE8ePAALVq0wKhRozBs2DDUr18fb9++FZHZ//jxI+rWrVurlHmrK2fOnMGCBQswb948tGrVCgBw//59rF+/Hu7u7sjLy8PChQsxbNgwrFu3TiwxJSUlYfv27YiOjkZeXh5ev36NpKQk5OXloWvXruDz+WUmWElJSbh+/TqOHz/O+cVdv35d6EFEUVERT58+haGhITQ1NXHz5k1YWloiKioKnTp1wrRp0+Dj44OcnBxER0ezpIbBKAZLaspBQkJCmduLL0uJi8+fP+Ply5cgIpiamkJdXV1s5z5+/DiOHTuGxMRE5OTkCG2TVBHi8+fPcfDgQRw+fBhxcXHIy8vD1q1bMW3aNKH9kpKSYGxsXKuKqasrrVq1wooVK2Bvby80fvnyZSxZsgT379/H6dOnMWfOHIkYXM6ePRu7du2Co6Mj5OXlcfjwYaSkpMDQ0LDMwt6kpCQ8fPgQ5ubmuH79uoh1QYMGDXDx4kVYWlrCysoKc+fOhYyMDDZu3IiQkBAMHjwYzs7O6NmzZ4kPXAxGbYYlNf+BmJgYbNq0iSsibtq0KaZPn16jO262bNmCxYsXY+zYsdi1axecnZ0RExODkJAQTJ06FStXrpR4fPHx8di4cSN4PJ5Ql0l+fj5u3bqF+Ph4PHr0SHJBMsqFQCDAo0ePRIpzo6OjYW1tjczMTMTHx6NJkyaVVpz/PcWtD44ePYqBAwdiy5YtUFVVxYMHD9CyZUuoqanBwMAAzs7O8Pf3F+o8KuLu3bucX9z79++RkpKCDh06oKCgAAEBAdDU1ISFhQWePHmC0NBQqKurg4jQtm1bnD9/XiyflcGojrCkpgwePHiAuXPn4syZM1BRURHadvLkSQwePBhNmzZF9+7dAfzPi+ncuXPcWE3DzMwM7u7uGDFiBLfeb2RkhKVLl+LTp0/Ytm2bxGK7f/8+unfvjvT0dOTn50NBQUFo+UlWVhaGhoZYvnw5WrduLbE4GeXD2toazZo1w65du7jEIDc3FxMmTEB4eDgePXqEoKAgjBo1SsjksbIIDQ2Fvb09BAIBWrVqhdOnT6NevXrIycmBv78/bGxsoKCggPDwcISGhsLb2xs3btyAnp4eTE1NUb9+fZFjhoWFITw8HJqammjfvj14PB5ycnKQn58PgUCAM2fOQFVVFfLy8lBSUoKZmRlkZGREjiPurkMGo6rCkpoyGDlyJMzNzbFkyRKRbdbW1lBRUYGenh4OHDjAjS9cuBD+/v41VgtCQUEBUVFRMDAwQN26dXHlyhU0a9YML168QJs2bfDx40exxvP9spOdnR0cHR2xZ88enDlzRqzLcoyKJTg4GP369QOfz4eVlRUA4PHjx8jPz8e///6LNm3awM/PD+/evcO8efMqPZ4OHTrAxMQEu3fvhrS0NKSkpPD69WssWrQIsbGxuHXrlojYXUJCAnx8fLB//35kZ2cjLCxMSBxPR0cHnp6eGD16dInnHDt2bLm6+L43Or127RquXbuG9+/fo6CgQGjb9yavDEZNgiU1ZWBsbIxTp05xN9TiyMvL4/jx45g+fTrnmgsU/pG1srKqci7QFYWRkRFOnDgBa2tr2NraYsKECZg0aRL8/f0xfPhwseu/8Pl8tGzZEiNHjsTw4cNL7PwqXlDNqF58+/YNBw8exPPnzwEAjRs3xsiRIzm9KHHy/XJYkdhdXl4eoqOj0bx5cxGxu5ycHAwdOhT79u3jlj2bN2/OHVNTUxP379//KSft72eNv8fDwwPLly+Hra0tdHR0RL73p06dKve5GIzqBtOpKYM3b96UevPU0tJCQkIC3r59KzQeFhYm0nFTk7Czs8PZs2dhbW0NZ2dnzJo1C8ePH0doaOhPifRVFM+ePSu1lXvv3r3YuHEjXrx4AQAwNTXFzJkz4eLiIs4QGf8BZWVlTJ48WdJhAChMJhITE7mkpkgX5uXLl0hMTISDgwMcHByQl5eHqKgoPHr0CImJiXj8+DG2b9+OefPmiTzsuLi44NChQ3B3d68wewgvLy/4+PiUOvvDYNRkWFJTBlpaWnj27FmJbdITJkzAwoULISsri9u3bwMorKlZu3YtZs+eLe5QxcauXbu46eypU6dCU1OTWyaYNGmS2OMpLaFZunQpNmzYADc3NyFNkVmzZiExMRHLly8XZ5iMX+TFixe4ceNGicsoS5cuFWssw4YNw/jx47Fu3Tq0a9cO48aNQ1BQEPbs2QMXFxe4u7vD1dUVR44cgZ6eHqZPnw5HR0euuyk/Px/z5s3DP//8AwsLCwBAVlYWdu3aBUtLSxgbGwtZHACFv2M/S05ODtq1a/ffPzCDUQ1hy09l4OzsjJcvX3JJS3EKCgpgbGyM9+/fc+3Burq6mDdvHqZPn15jlzoSExOhp6cn8vmICK9evYK+vn6lx6ChoYHnz5+jTp06UFdXL/Faf/nyBQoKCkhLSxMaP3z4MNzc3PDhw4dKj5Px39i9ezemTJmCOnXqoF69ekL/zzweT+x1azk5OZg3bx68vLyQl5cHoFAAcMqUKVizZg3k5OTA5/Ohr68Pa2trke/lv//+i/z8fBQUFEBeXh4CgYDzkgPAGeMWwePxcP369Z+Oc8GCBVBSUiqxFpDBqOmwpKYMYmJi0KJFCzRu3Bhz5szhFHyfPn2KP//8Ex8+fBBS8JXEOr+4kZKSkrio3f79+zk7BB8fnxKTmilTpsDd3R0LFiwQGn/+/DlatWqFL1++VHqcjP+GgYEBXF1dRf4PJU1GRgani2NsbAwFBQVuW1mFvS9fvuT+XdIS6JgxY0TOU5IWVEk1fsWZMWMGfH19YWVlBSsrK5FuqQ0bNpT5fgajOsOSmh8QGhqKsWPHIjIykrtZFV2y06dPizj21nT4fD6Sk5NFChsTEhLQpEkTpKenSygyYdzc3CAjIyNyA587dy4yMzOxfft2CUXGKC8qKioICwuDkZGRpEMRC69fvwYAyMnJwdnZGRcvXixxvx89OHTp0qXUbb86+8NgVBdYTc0PsLW1xZMnTxAWFoYXL16AiNCoUSPMnDlTZI2/JlNUJ8Tj8bBkyRKhp9P8/Hzcu3dPqKtDXDx8+BAyMjKwtLQEUCitv2/fPrx+/RovXryAv78/2rRpAwC4d+8eEhMT4eTkJFT3xJ5cqyZDhgyBv7+/xAuFx40bV679fqZVOisrCzk5OSgoKMDff/+Nbdu2cUulUlJS0NHRwZ07d2BnZ4dTp04hOTkZf/31F9avX//DY9+4caPccTAYNQ2W1JST5s2bC/3RdnV1xZw5c/D69WvO5LI4P5oirm4UKfASER4/fiykkiorK4tmzZph7ty5Yo9r0qRJWLhwISwtLREbG4thw4Zh4MCBiIyMhKamJrS0tLilgjp16qBOnTpCjsg1tfapJmBiYoIlS5bg7t27sLS0FFlGmT59ulji8PHxgYGBQZnWB+UhPT0dCxYswLFjxzg9p6IHIx6Ph7CwMACFejhfv37FmTNnwOfzYWBggO7du0NFRQWrV69Gnz59yn3OotmfBg0a/HLcDEZ1gi0//SKlmVyWt+2yuuLs7IzNmzf/UCtDXKiqquLhw4cwNjbG2rVrcf36dVy+fBlBQUEYPnw4Xr16JekQGb9IWeasPB5PSB+qMpk6dSoOHz7MWR+MGjUKGhoaQvuUR+xu6tSpuHHjBlasWIHRo0dj+/btmDFjBmRlZbF582Y4OjoCKFx2W7duHTw8PCAtLY1Dhw6hffv2iIuLQ9OmTX9oCVFQUMDN6hTN/igrK2POnDlYvHgx84ti1GjYTM0vIg5Z9qrI98qlkoaIuD8iV69exe+//w4A0NPTw4cPH/Dy5UvExMSgY8eOEAgEXNLJqPpUld+x7du3Y8OGDTh58iS8vb2xaNEi9OnTB+PHj0ePHj2wfPnyMsXuijh37hx8fX3RuXNnODs7o0OHDsjJycGff/6JgwcPcklN48aNwefz8enTJ3Tv3h07d+6EoaEhvLy8oKOj88N4Fy9ejL1792LNmjVo3749ACAwMBDLli1DVlaWxP3ZGIzKhM3UMH7IwIED4ePjAxUVlR8K7Inbg8bOzg56enro1q0bxo8fj8jISJiYmODs2bMYNmwYsrOzwePx8OLFCxgZGWHcuHFQV1cvV20Cg1ESRdYHvr6+yMvLQ3Z2Nv7+++8fit0pKSkhMjIS+vr6aNCgAU6ePAk3NzeYm5vj+PHj3KzKgQMHsG/fPqSnp2P79u3o2bMnPn36BFlZWfj4+GDYsGFlnkdXVxdeXl4iTQxnzpyBq6sr3rx5898uAINRhWEzNT9JWSaXqamp6N+/PzZt2oRmzZpJKMKKR1VVlXv6VFVVlXA0wmzatAmOjo44ffo0Fi9eDBMTEwDA/PnzoaamhpCQEJibm3P7Dxs2DLNnz2ZJTRVl9uzZWLFiBRQVFX8oYimpAm8+n88tNefn55db7M7IyAhxcXHQ19eHmZkZjh07Bk9PT/To0QMFBQUYP348gEKRyFevXuHChQto0aIFEhISEB0dDX19fU7Iryw+ffok4mwOFJrRitvGhMEQN2ym5ifIyMjA0KFDYWBgIKSeW7woeNWqVYiMjBQyuWRUDvn5+QgKCoKlpaWIcWW9evXw77//wtbWVshNPDY2FlZWViKifIyqQZcuXXDq1CmoqalVqdbk7OxsbvkpMDAQv//+O5ydndGzZ08sWrSoXGJ3GzduhJSUFKZPn46rV6+ib9++ICLk5OSgW7duEAgEePz4MVJSUiArK4vu3btj69atP+ULBQCtW7dG69atsWXLFqFxNzc3hISE4O7duz/9+RmM6gJLaspBSkoKpxtRUFAAHo8ntG5evCj48ePHcHBwEFsRY21HXl4eUVFRIkWlysrKePjwIUxNTYWSmtDQUNjb24vdTZxRfSlufTBu3Dgh6wPg18XuEhIS8ODBA5iYmMDKygqzZ8/Grl274OjoCHl5eRw+fBjt27f/aQPKgIAA9OnTB/r6+kIWIUWzPx06dPjJK8BgVB/Y8lM5mDlzJr58+YJ79+6hZcuW8PHxAZ/PL1E3QklJScTksiZRkvw7UPjkLC8vDxMTE4wdO7bMp+yKxMLCArGxsSJJTYcOHeDr64sVK1Zw8RUUFMDT01NssTFqBl5eXtDX14eRkRECAgIQEBAgtP327duQlpYGn88XkgsAypYMMDAwgIGBAb58+YL169dj9+7daN26NczMzDBu3Dg4OTmhTZs2yMvLE/GEKotOnTrh+fPn2L59O6KjowEU1sW5urpCV1f3Jz45g1H9YDM15UBHRwdnzpxBq1atwOfzsWvXLri4uODs2bPw9PREYGAgt+/FixcxceLEGttKvGjRIvzzzz+wtLREq1atAAAhISGIiIjglJevXbuGkydPwsHBodLjuXTpEhYtWoQVK1YI6QVFRkaiX79+aNGiBa5fv45+/frh6dOn+PTpE4KCgmBsbFzpsTF+jcoQu/svlGV9UJyyOgMLCgrg4+ODkydPIj4+HjweDw0bNkSLFi2wZcsWCAQCJCUlwd7eHk+ePEFmZib8/f3x22+/cfU0DAbjx7CkphyoqKggIiIChoaGUFJSgrGxMcLDw0V0I4gIHTp0gKmpaZVrfa4oJkyYAH19fZH6gb/++gsJCQnYvXs33N3dcf78eYSGhlZ6PMU1N4r/4Sn6Wq9YsQLh4eFIS0uDjY0Npk6dWq62WIbkKBKc+5HY3c8uy4iDksTuiAh9+/bFhQsX0KxZM5iZmYGIEBUVhYiICOjp6SE2NhZycnJ49+4d1NXV4eLigtjYWISFhSE8PLxMzZ6S+PLlC/bu3YuoqCgAQNOmTTFu3LgqV+jPYFQ0LKkpBy1btsRff/0Fe3t7dO3aFbdv30bTpk2hr6+PBw8e4Pz584iOjsb69evx/PlzhIaGcl04NQ1VVVWuDqA4L1++RIsWLZCamoro6Gi0bNlSyIG4svh+KeB7OnXqVOkxMCqW8ojdVSV+JHa3f/9+zJgxA2fOnBFZ+pSTk4O0tDT++ecfjB07FhYWFpCWlkZWVhaio6PB5/NhZmYmpOD9I3fyoroxgUAgNJtaNPtjY2NTwVeAwag6sJqacjBjxgyuTsbT0xNdu3ZFWFgYwsLCwOPxYGNjAyJCkyZNcOXKlRqb0ACFhbnBwcEinzE4OBjy8vIACm/yRf+ubEpLWvbt2wclJSWR8f/7v/9DRkaGiCMyo+rwI7G7qiae+COxu5CQEPzxxx8l1nKpqamhd+/eOHjwINzd3bnxly9fIjExEfPmzfvpeGbNmoV+/fph9+7dXC1OXl4eXFxcMHPmTNy6desXPymDUQ0gxk+Tnp5ODx48oOvXr9OxY8fo6NGj9OjRI0mHJRZWrFhBAoGApk+fTn5+fuTn50fTp08nBQUF+uuvv4iIaMOGDdStWzexxXTr1i1ydHSktm3b0uvXr4mISFtbmzZv3iyy782bN6lRo0Zii43x34mPj6dly5aRkZER6evr07dv3yQdkhA6Ojp05swZkfHTp0+Trq4uaWtrl3p/cHNzI21tbVJVVaXExERKTEykw4cPU4MGDWjGjBm/FI+8vDxFRUWJjD99+pQEAsEvHZPBqC6wpIbx0xw4cIDatGlD6urqpK6uTm3atKGDBw9y2zMyMigzM1MssRw/fpwEAgG5uLiQnJwcxcTEEBGRtLQ0derUSWT/uLg4kpeXF0tsjIohMTGRPDw8qGHDhlS/fv0ql9TIycnRs2fPRMajo6NJXl6eZGRkKCkpqcT3Zmdn0/jx4wkA8fl84vP5JCcnRzNnzqSsrKxfiqdu3bp0+fJlkfFLly5R3bp1f+mYDEZ1gSU1jGpN8+bNaf/+/UREpKSkxCU19erVI1VVVZH9T58+TfXr1xdniIxfICsriw4dOkTdunUjeXl5Gjx4MJ0/f57y8/MlHZoIrVq1Ijc3N5HxadOmUevWrYnP59P79+9Lff+7d++Ix+NRREQERUREUHp6+n+Kx83NjRo0aEBHjhypsNkfBqO6wGpqGNWaZ8+eoWPHjiLj/fr1w65du3Djxg1ue0BAAGbMmIHhw4eLO0zGT/C92N3hw4fLZQ8gKTw9PdGnTx9cvXq1RLG7Tp06YezYsZCTkyvx/UX+ZJaWlhUSz7p168Dj8eDk5IS8vDwAgIyMDKZMmYI1a9ZUyDkYjKoK635i/BANDQ08f/4cderUgbq6epmFmuL2ljEyMsKuXbvQrVs3IeVgb29vzJw5E2lpaVyxZEFBAZycnODl5SXUTcKoWvD5fOjr65cq9FiEuM1TyyIpKUlI7M7c3JwTu3N2dhbZv7i2VRElKf3+Fy2ejIwMxMTEAACMjY2hoKDwy8diMKoLbKamHCQmJkJPT0/kBktEePXqVY0Xxtq4cSOUlZUBFBpIViUmTJiAGTNmwNvbGzweD0lJSbhz5w4WLlyIlStXwt7eHuHh4RAIBLC0tISBgYGkQ2b8ACcnpyrX4fQjdHV1sXLlyhK3laRZVZIWz+fPnys0JgUFhQqb/WEwqgtspqYcSElJ4e3bt6hbt67Q+MePH6GlpYXIyEjk5OQIbStucsmoPIgIq1atwurVqzkRRDk5OcydOxcrVqxATk4O4uLiYGxs/FNS8wzGz/CzYnc/0uK5du0arl27hvfv36OgoEDovaXN3lQ1JWYGQxKwpKYc8Pl8JCcnC7nlpqSkYPjw4bh+/bqQqm0RxU0uqztfv34t974qKiqVGEnp5OTk4OXLl0hLS0OTJk3A5/Ph5uaG/fv3AwCeP38OIyMjuLm5oX79+li4cKFE4mTUPH5V7K6483dwcDCnxXPnzh2sWLECtra20NHREZm1Kk1JuTorMTMYFQVLaspg9uzZAIDNmzdjwoQJQmvSFy5cwJs3b2BkZISYmBicOnUKycnJnLJonz59JBV2hcPn88u9HFBVkrkZM2YgKCgImzZtQs+ePREREQEjIyOcOXMGy5Ytw6NHjyQdIqOG0KFDB5iYmJQodhcbG1susbuEhAT4+PjA19cX8fHx8PLywoQJE34qjuqmxMxgVAZsPr4Miv7wEREeP34sVFwaFxeH3r17w9PTEy1atICBgQG6d+8OFRUVrF69ukYlNTdu3OD+HR8fj4ULF2Ls2LFCnR779+/H6tWrxR5bVlYWtm7dihs3bghN1T958gQNGzbEb7/9JpSQNW3alCueZDAqgtDQUKGEBgCkpaUxf/582NralusYRQ8OVCizgdatW/90HNVNiZnBqAxYUlMGRX/MnZ2dsXnzZqGlFRUVFWzcuBGGhoZQV1dHSkoKGjVqBEtLyx96s1Q3ilsRLF++HBs2bMCIESO4sX79+sHS0hK7du0Su/3A+PHj4e/vj8GDB6NVq1bcjfvx48fo2bOnyP7p6ens5s6oUFRUVJCYmAgzMzOh8VevXnEF9rm5uZg0aRKWLFnCmVMWX34KDAzE77//jm3btuHmzZs4c+bML9XlycnJYcSIERgxYgQ3++Pq6oq8vDw8ffq0ROsQBqMmwZKaclBS90Ljxo3x7NkzGBoaolmzZti5cycMDQ3h5eVVo12g79y5Ay8vL5FxW1tbuLi4iD2ef//9FxcuXOA8d4q4du2akD9VUSKzZ88eboaJwagIhg0bhvHjx2PdunVo164dACAoKAjz5s3jkn8ZGRmcOHGCc7cvS4vn8uXL2L17N65evQorKyvIyMgInW/Dhg3liqv47E9VWRZmMCobltSUwsCBA8vcTkT4448/sHPnTri7u6Nnz544ePAgZGVl4ePjI54gJYCenh52794NT09PofE9e/ZAT09P7PHUr1+fexouzqpVq9CrVy9ERkYiLy8PmzdvRmRkJIKDg3/o7M1g/AzlFbvr378/Tp8+jVmzZsHLywv6+vowMjJCQECA0Hfy9u3bkJaWRmRkpEgTwo9mGUub/enZs2eJDQ0MRk2DFQqXQkmCWaWxb98+ZGRkIDo6Gvr6+lVa/fS/cuHCBQwaNAgmJibcuv/9+/fx4sULnDhxAr179xZrPBcvXsSWLVvg5eUlokETExODNWvWIDw8HGlpabCxscGCBQuYdgejUviR2F1RE0HXrl0RFxcnIjHQpEkTkWOWNEtcGt/P/jg6OtboexGDURIsqWH8NK9fv8Y///zDaXKYm5tj8uTJEpmpSUlJwdChQ3Hr1i0oKCiITNWXpHB8/PhxDB48WFwhMhgAwNXSlASPx0NsbKzI+OvXrwEADRo0+OHxq6MSM4NR0bCkhlGt6datGxITEzF+/Hhoa2uDx+MhPz8fb9++hbS0NBYsWMDte+bMGSxduhTR0dHIzs6WYNSMmkBlid0VFBRwszppaWkAAGVlZcyZMweLFy8udRlp7Nix5SqC/5nZHwajusFqakrBxsYG165dg7q6+g+ffGpat1N1Ijg4GHfu3EGzZs0AFLZy//7773j16hUA4N69e/jnn38wdOhQPHnyBBMmTMD58+clGTKjhuDj41Musbvv+ZHK9eLFi7F3716sWbOGK4APDAzEsmXLkJWVVaodQ02u5WMwygtLakrBwcGBc9Xt37+/ZINhlIqZmRkyMzO5nxcsWAATExNs27YNhw8fxuHDhxEVFYXx48fj0qVLEAgEEoyWUZOYMmUKDh8+jLi4uHKJ3WVkZJRL5Xr//v3Ys2cP+vXrx73XysoK9evXh6ura6lJDYPBAECMXyIhIYEKCgpExgsKCighIUECEdVOLl++TO3ataMbN27Qhw8fqE6dOnT79m1KTU2lxMRE4vF45OvrK+kwGTWUrKwsOnToEHXr1o0UFBRoyJAhdOnSpRLvDdOnT6cWLVrQ7du3SVFRkWJiYoiI6PTp09S8eXNuPzk5OXr27JnI+6Ojo0leXr7yPgyDUQNgNTW/SFkml3Xr1mW6EGKiqL6gaHmwoKCA+zePx4OCggIePnwIU1NTicXIqB0UtzooSezOwMAAR48eRZs2baCsrIzw8HAYGRnh5cuXsLGx4TzWWrdujdatW2PLli1Cx3dzc0NISAju3r0r1s/FYFQn2PJTOSjJ+6igoAD16tXjClOLSEtLg7y8vLhDrLUUt3AAADs7O/j5+UFNTQ1EhBEjRiAzM1PElFNSxpuMmsuPxO5SUlJEHoIAUZVrT09P9OnTB1evXhWyInn16hUuXLhQeR+AwagBsJmacnDmzBnu397e3sjPz8eFCxcgEAjQvn17WFhYACg0c7x37x6kpKQQFBQkqXArnB8VShdH0kXT3yegRFTiz2wmjVERlCR25+zsXKLYXceOHTFkyBC4ublBWVkZERERaNiwIdzc3PDixQtcunSJ2zcpKQnbt29HdHQ0gELZBFdXV+jq6or18zEY1Q02U1MOHBwcuH9v2rSJ+3f9+vXx8OFD5ObmAgBkZWXRrFkzzJ07V9whVirFC6WzsrKwY8cONGnShHuKvHv3Lp4+fQpXV1eJxJeVlYWIiAi8f/8ef/31l9C27+0TGIyKoiyrg5L4GZVrXV1dVhDMYPwCbKbmF3F2dsbMmTPRvn17TkuiNuDi4gIdHR2sWLFCaNzd3R2vXr36aU2O/8qlS5fg5OSEDx8+iGxjMzKMyuRXxO7Kq3L95csX7N27lxO4bNq0KcaNGwdVVdXK+TAMRg2BJTW/SGZmJhYtWoSLFy/i2bNnkg5HbKiqqiI0NFSk8PbFixewtbVFamqqWOMxNTVFjx49sHTpUmhra4v13IzaTWWJ3YWGhsLe3h4CgQCtWrUCAISEhCAzMxP+/v6wsbH5pXgZjNoAS2rKgbq6Ong8ntCMTG5uLqSlpWFra1uiK3dNlSKvV68e1qxZg7FjxwqN+/j4YMGCBUhOThZrPCoqKnj06BGMjY3Fel4G42cpb8dkhw4dYGJigt27d3PifHl5eXBxcUFsbCxu3bol9tgZjOoCq6kpB0V1NHv27AFQuKwhLy+POnXqcAJ9tYWZM2diypQpePjwIfcUee/ePXh7e2PJkiVij2fw4MG4efMmS2oYVZ7Snh+zs7MhKyvL/RwaGiqU0ACAtLQ05s+fD1tb20qPk8GozrCZGsZPc+zYMWzevFnI0HLGjBkYOnSo2GPJyMjAkCFDoKWlBUtLSxFDy+nTp4s9JgajOEV6M7NmzcKKFSuEtGvy8/Nx69YtxMfH49GjRwAAbW1t+Pn5oUePHkLHuXz5MpycnMQ+G8pgVCdYUvOTpKen4+jRo8jMzESPHj2YqJuE2bt3LyZPngx5eXloamoK1TgUdz7++vUrrl+/jsaNG8Pc3FxS4TJqIUXu3AkJCWjQoAGkpKS4bbKysjA0NMTy5cvRunVrAIWJ+KlTp7Bu3Tq0a9cOABAUFIR58+Zh0KBBQh2YDAZDGLb8VAaJiYkYPXo0Hj58iDZt2uDt27fIyspCbGwsp3diYmIi9ORVhKT1WiqbBw8eCHVmWFtbSySOxYsXw8PDAwsXLhTSBRk6dCg6duwIoLCo29bWFvHx8SAiHDlyBIMGDZJIvIzaxdmzZ/Hs2TPIysqiS5cuOHnyJNTV1ct8z7p168Dj8eDk5IS8vDwAgIyMDKZMmYI1a9aII2wGo9rCZmrKYOjQoXj16hWmTZuGY8eOITg4GLa2tvDx8cH69evx77//IjMzU6RoFihsca6JvH//HsOHD8fNmzehpqYGoLD9tEuXLjhy5Ai0tLTEGo+GhgZCQkJEamrq1auHy5cvo1mzZjh06BDc3d0RHh6O/fv3Y9euXdxUP4NRmUhJSeHdu3fQ0tIqtVC4NDIyMhATEwMAMDY2hoKCQmWGymDUCFhSUwb16tXD2bNn0apVK3z69Al16tRBUFAQJzoXHh6Orl27lqiRUlMZNmwYYmNj4evryy3jREZGYsyYMTAxMcHhw4fFGs+sWbOgpaWFP/74Q2hcIBDg+fPn0NPTg5OTE3R1dbFmzRokJiaiSZMmtUpbiCE56tWrh927d6Nv377g8/lITk4We+LPYNQm2PJTGbx//x4GBgYACmcEFBQUhLRQ6tWrh8+fP0sqPIlw6dIlXL16VagupUmTJti+fbtIYaM4yM/Ph6enJy5fvgwrKyuuUFheXh6TJ0/GsWPHcOnSJRw5cgQA8PnzZ+bNxRAbkydPhoODA3g8Hng8HurVq1fqvmPGjCnXMcUtcMlgVCdYUvMDvi88LaLIY6igoECo8K+ImqpkW1BQINJhBBSu+RcUFIg9nsePH3P1PE+ePOHGtbS0cPHiRTRo0AAGBgbo3LkzAODWrVsi6q0MRmWxbNkyDB8+HC9fvkS/fv2wb98+btn2ewYMGAADAwNYW1uX2v7NYDDKhi0/lQGfz8fEiRO5tezt27dj1KhRUFVVRUxMDLKzs+Hv749Tp04hNzcXjx49wv79++Hh4YHx48dLOPrKwcHBAV++fMHhw4c5c703b97A0dER6urqOHXqlIQj/B8PHjxAYmIiunfvzhVznz9/HmpqaswTiiF2PDw8MG/ePJHamIKCAly4cAEXL17E4cOHYWBgAGdnZ4waNQoaGhoSipbBqJ6wpKYMOnfuXC4Z9Bs3bnD/PnToEI4ePSrk7F2TePXqFfr164enT59CT0+PG7OwsMDZs2fRoEEDCUdYyJMnTzj39O85ffq0kEkngyEJXr58CW9vb/j4+CAlJQW5ublCrt/BwcHo06cPxo8fjx49epTrXsRg1HZYUlPBxMbGwsrKqkYXohIRrl69iujoaACF4nvdunUTawwDBw4sc/vFixfRsWNHXL58WWj8xIkTcHJyQnp6emWGx2CUSGZmJv7v//4Pe/bsQVBQEDp06IDhw4djwIABIt5lCQkJ8PHxga+vL/Ly8vD06dMS5SMYDMb/YDU1FUhmZia2bNmC+vXrSzqUSoXH46F79+7o3r27xGL4kVtx48aNcefOHbx7944rzjx69CjGjRsHHx8fMUTIYPyPkJAQ7NmzB0eOHIGxsTEcHR0RHByMHTt2oEmTJiW+p6huj4hqbI0eg1HRsJmaX6TI5LIIIsK3b9+goKCAAwcOoF+/fhKMrnIJCAjAunXrOPG9Jk2aYN68eejQoYOEIxPGzc0NN27cwK1bt3Dp0iW4uLjAz8+PCe8xxIqVlRW+fv2KkSNHwtHREU2bNgVQWFwfHh4ulNQUX34KDAzE77//DmdnZ/Ts2VNIXJLBYJQMS2p+kf379wv9zOfzoaWlhdatW/9QMbQ6c+DAATg7O2PgwIFcsW1gYCBOnz4NHx8fjBw5UsIRCuPo6IiQkBC8efMGhw4dgoODg6RDYtQy5OTkMGzYMIwePRrdunXjHoa+T2pcXV1x5MgR6OnpYdy4cXB0dESdOnUkGTqDUe1gSQ3jpzA3N8fEiRMxa9YsofENGzZg9+7d3OyNJDh79qzIWG5uLmbNmoUePXoIzZ7V5Jk0RtXizZs38PHxwb59+5CZmYkRI0bA0dERrVu3RlhYGJfU8Pl86Ovrw9rausyi4JMnT4ordAaj2sGSmgqgNplcysnJ4enTpzAxMREaf/nyJSwsLJCVlSWhyFDu6Xkej8dqFBgS4fr16/D29sbJkyeRlZWFuXPnwsXFBY0aNcLYsWPL1eG0b98+MUTKYFRPWKFwObl9+zZ27tyJyMhIyMrK4unTpzAwMICHhwf++OMPvHjxAkChPH9R501NRE9PD9euXRNJaq5evcq1eEsKSYj/MRg/g52dHezs7JCamoqDBw/C29sb69atg4WFBSIiIiQdHoNR7WGVZ+XgxIkTsLe3h0AgQHh4OHJycuDl5QU+n48xY8bA1NQUb9++RXJyMnr16oVly5ZJOuRKY86cOZg+fTqmTJkCPz8/+Pn5YfLkyZg5cybmzp0r6fAYjGqBqqoqXF1dERoaiocPH3KK1wwG47/Blp/KgbW1NWbNmgUnJyfw+XycOHECAwYMwM2bN9GlSxcEBwfXKpPLU6dOYf369Vz9jLm5OebNm1flinCvXbuGa9eu4f379yKzOMw/h8FgMGoebPmpHDx79oxbTiIiTodGX18fAGqdyeWAAQMwYMAASYdRJh4eHli+fDlsbW2ho6PD1FgZDAajFsCSmnJQr149vHz5EoaGhkLjgYGBTDuiiuLl5QUfHx+MHj1a0qEwGAwGQ0ywpKYcTJgwATNmzOCWLFatWoXs7GwEBASAx+Nh5cqVnMJtRkaGJEOtdL4XHSyCx+NBXl4eJiYmGDt2LJydnSUQ3f/IyclBu3btJBoDg8FgMMQLq6kpB0SEVatWYfXq1ZxnEJ/Ph56eHho2bFjie4qbXNYkNm7ciJUrV6JXr15o1aoVAOD+/fu4dOkSZs2ahbi4OPj5+WHr1q2YMGGCxOJcsGABlJSUsGTJEonFwGAwGAzxwpKanyAnJwcvX75EWloamjRpUivN5QYNGoTu3btj8uTJQuM7d+6Ev78/Tpw4ga1bt2LXrl14/PixhKIEZsyYAV9fX1hZWcHKygoyMjJC2zds2CChyBi1mcTERMjIyEBHR4cbe/v2LXJzc7kaPQaD8euwpIbxUygpKSEsLKxE8b3mzZsjLS0NMTExsLKykqgTdpcuXUrdxuPxcP36dTFGw2AUwufzYWZmhsjISG7M3Nwcz58/Z4KQDEYFwGpqykF6ejrWrFlTantwbGyshCITPxoaGjh37pyITcK5c+egoaEBoPB6KSsrSyI8jpq6/Meo3ty4cQMKCgpCY76+vjW+Fo/BEBcsqSkHLi4uCAgIwOjRo2t9e/CSJUswZcoU3Lhxg6upCQkJwYULF+Dl5QUAuHLlCjp16iTJMBmMKklJvxctW7aUQCQMRs2ELT+VAzU1NZw/f55zpa7tBAUFYdu2bXj27BkAoHHjxnBzc5N4t9HAgQPh4+MDFRUVDBw4sMx9mSkgQxLk5eXh5s2biImJwciRI6GsrIykpCSoqKjUyho9BqOiYTM15UBdXZ1bWmEA7du3r5IJnqqqKjeLVtRiz2BUFRISEtCzZ08kJiYiOzsb3bt3h7KyMtauXYvs7GxuppPBYPw6bKamHBw4cABnzpzB/v37hdbDi0wuY2JicPz4cdSvXx9+fn5o2LAhfvvtNwlGXLshIrx69QpaWloQCASSDofBAAD0798fysrK2Lt3LzQ1NREeHg4jIyPcvHkTEyZM4ExxGQzGr8NmakrB2tpaqHbm5cuX0NbWhqGhIWRkZPDlyxfEx8dDQ0MDaWlpyM7OBgCkpqZi1apVuHDhgqRCr/UQEUxMTPD06VOYmppKOhwGA0DhQ1BwcDBkZWWFxg0NDfHmzRsJRcVg1CxYUlMK/fv3L3O7l5cXHBwc0Lx5c6xbt44bb9++Pf76669Kjo5RFnw+H6ampvj48SNLahhVhoKCghLbtl+/fi3xbkEGo6bAlp9+EQUFBURGRsLQ0BDKysrcVHJsbCyaNGmCrKwsSYdYqzl37hw8PT3xzz//wMLCQtLhMBgYNmwYVFVVsWvXLigrKyMiIgJaWlpwcHCAvr4+9u3bJ+kQGYxqD5up+UmysrJw9OhRKCgo4ObNmxg7dqzQ9sDAQBgZGUkmOAaHk5MTMjIy0KxZM8jKyorU1nz69ElCkTFqK+vXr4e9vT330DNy5Ei8ePECderUweHDhyUdHoNRI2BJTRnMnj0bubm52Lp1K4BCm4Q2bdogMjISfD4f48aNQ25uLng8HpKSknDnzh3MnTu3xvsN+fr6QlVVFQ4ODiLj7du3h7GxsYQi+x+bNm2SdAgMhhANGjRAeHg4jh49ivDwcKSlpWH8+PFwdHRkBe0MRgXBlp/KwMLCAqtWrUK/fv0AAPv27cOcOXPw6NEj6OnpwdbWFhEREZzCsJycHObOnYsVK1ZIMuxKpySp96JxGRkZTJw4kUsEGQwGg8EQF2ympgwSExPRpEkT7md/f38MHjwYBgYGAABvb2/06tUL165dq1Uml9/bRBQfj4uLw8WLF8UckSipqam4cuUK4uPjwePxYGRkhK5du0JFRUXSoTFqKatXr4a2tjbGjRsnNO7t7Y2UlBQsWLBAQpExGDUHNlNTBmpqaggJCeE6aBo2bIglS5ZwN6X4+HiYm5sjMzNTkmFWGTIzM6vENPqBAwcwbdo0fP36VWhcVVUVXl5eGDZsmIQiY9RmDA0NcejQIRHl7Xv37mH48OGIi4uTUGQMRs2BL+kAqjLm5uY4d+4cAODp06dITEzk3J/T09OxdOlSThPFyMhI6FVTmT59eonj6enp6N27t5ijEeXhw4dwdnZG//798ejRI2RmZiIjIwOhoaHo27cvRo8ejfDwcEmHyaiFvHv3Djo6OiLjWlpaePv2rQQiYjBqHmz5qQzmz5+P4cOH4/z583j69Cl69+6Nhg0bAig0uTx37hwMDQ0xefLkWmNyef78eairq8PDw4MbS09PR8+ePSUY1f/YunUr+vfvDx8fH6FxGxsbzg158+bN8Pb2lkyAjFqLnp4egoKCuHtIEUFBQdDV1ZVQVAxGzYIlNWUwYMAAXLhwAf/++y969OgBNzc3btvFixcxbNgwjB49Gp07d5ZckGLG398fHTp0gLq6OmbOnIlv377B3t4e0tLSVaKWJigoCDt27Ch1++TJk+Hq6irGiBiMQiZMmICZM2ciNzcXdnZ2AIBr165h/vz5mDNnjoSjYzBqBqym5hdp2LAhLly4AHNzc0mHInYiIiLQpUsXuLu74/Dhw5CTk8P58+ehqKgo6dCgpKSEyMhI6Ovrl7g9MTER5ubmSE9PF3NkjNoOEWHhwoXYsmULcnJyAADy8vJYsGABli5dKuHoGIyaAUtqfpHSTC5rC3fu3EH37t3RunVr/Pvvv1WiQBgobCt/9+4d6tatW+L25ORk6OrqlihXz2CIg7S0NERFRUEgEMDU1BRycnKSDonBqDGw5aef4Ecml8V5+PChuMOrNL7/3EXIyckhKSkJ7du358aqwue+fPkyVFVVS9z25csX8QbDYHyHkpISWrZsKekwGIwaCUtqfoIfmVzWVKrb5x4zZkyZ22tLUTej6hEaGopjx44hMTGRW4Iq4uTJkxKKisGoObDlJwaDwRADR44cgZOTE+zt7eHv748ePXrg+fPnSE5OxoABA5ihJYNRAbCkpgIoMrlMT09H9+7dObG+mkhISAgKCgrQunVrofF79+5BSkoKtra2EoqMwajaWFlZYdKkSZg6dSqUlZURHh6Ohg0bYtKkSdDR0RGSSWAwGL8GS2pKobQ6ktevX4OIoKenB+B/lgGRkZFQUFBAXl4e/P39RVRDawqtWrXC/PnzMXjwYKHxkydPYu3atbh3756EImMwqjaKiop4+vQpDA0NoampiZs3b8LS0hJRUVGws7NjAnwMRgXAFIVLoX///nBwcICDgwPs7e0RExMDOTk5FBQUoF27dpCXl0dMTAzq16+PxMREvHjxAp8/f8aQIUOwcuVKSYdfaURGRsLGxkZk3NraWsTgksFg/A91dXV8+/YNAFC/fn08efIEQGHxekZGhiRDYzBqDKxQuBTc3d25f7u4uGD69OlYsWIFVFRUsH79epiYmMDd3R1+fn5CJpczZsyoEnYBlYWcnBySk5NFrCDevn0LaWn2dWIwSqNjx464cuUKLC0tMWTIEMyYMQPXr1/HlStX0LVrV0mHx2DUCNjyUzlQVVVFaGgoTE1NhUwuX7x4gcaNG2PPnj21xuRyxIgRePv2Lc6cOcO1TX/58gX9+/dH3bp1cezYMQlHyGBUTT59+oSsrCzo6uqioKAAnp6eCA4OhqmpKf7880+oq6tLOkQGo9rDHq3LgUAgQFBQEExNTTmTy9mzZ+PYsWMgIs7kEgASEhKgra0twWgrl3Xr1qFjx44wMDCAtbU1ACAsLAza2trw8/OTcHTCfPnyBcePH0dMTAzmzZsHDQ0NPHz4ENra2qhfv76kw2PUMjQ0NLh/8/l8LFy4UILRMBg1EzZTUw7WrFkDDw8PTJgwAXw+H9u3b0e9evXw+vVrmJmZISoqitt3wYIFiIuLq9EzFunp6Th48CDCw8MhEAhgZWWFESNGiAgQSpKIiAh069YNqqqqiI+Px7Nnz2BkZIQ///wTiYmJ8PX1lXSIjFrA169fy72viopKJUbCYNQOWFJTTo4dO4bNmzcjKioKubm5UFZWRpcuXbB7924hmwQPDw906tSpVplcVkW6desGGxsbeHp6cu2zRkZGCA4OxsiRIxEfHy/pEBm1AD6f/0OxRyICj8dj1h0MRgXAkhrGTxMTE4NNmzZxM1RNmjTBjBkzYGxsLOHI/oeqqioePnwIY2NjoaQmISEBjRs3RlZWlqRDZNQCAgICyr1vp06dKjESBqN2wGpqfoKcnBy8f/+e06YpojRH6JrI5cuX0a9fPzRv3pzzfAoKCkLTpk1x7tw5dO/eXcIRFiInJ1fi1P/z58+hpaUlgYgYtRGWqDAY4oXN1JSDFy9eYNy4cQgODhYar43TxtbW1rC3t8eaNWuExhcuXAh/f/8qYWgJFLbhf/z4EceOHYOGhgYiIiIgJSWF/v37o2PHjti0aZOkQ2TUUjIyMkr0frKyspJQRAxGzYElNeWgffv2kJaWxsKFC6GjoyOyRt6sWTMJRSZ+5OXl8fjxYxEriOfPn8PKyqrKLHGwG8MAACJGSURBVOukpqZi8ODBCA0Nxbdv36Crq4t3796hbdu2uHDhAhQVFSUdIqOWkZKSAmdnZ1y8eLHE7bXp4YjBqCzY8lM5CAsLw4MHD2BmZibpUCSOlpYWwsLCRJKasLAw1K1bV0JRiaKqqoorV64gKCgI4eHhSEtLg42NDbp16ybp0Bi1lJkzZ+LLly+4d+8eOnfujFOnTiE5ORl//fUX1q9fL+nwGIwaAUtqykGTJk3w4cMHSYdRJZgwYQImTpyI2NhYzt8qKCgIa9euxezZsyUc3f/w9fXFsGHD0L59e672ByisiypyS2YwxMn169dx5swZ2Nrags/nw8DAAN27d4eKigpWr16NPn36SDpEBqPaw5afysH169fx559/IiUlBQKBQGT5SUpKSuQ9VaW2pKIhImzatAnr169HUlISAPy/9u48Kuqq/wP4+wuyL4q4BAoMiyKSKKSp+JiJG4Gg5opbuBSu+Lhlbqk9ph4PoWkd0cQQj/pkSrlRmmgQorEpkAYYqxaESggISM7M7w9/Ts4zLnxd+OLM+3UOJ+Z+h+mddfTTvZ97L2xtbbF48WKEhoY+cftqY9HX10dJSYnG7NHNmzfRpk0bTvVTo7O0tERmZiZkMhkcHBywb98+9OnTBwUFBXB3d+f9T0TPAWdqGuBhSxYP1oLz588HAJw/fx6XLl3CrFmzGi1bYxMEAfPnz8f8+fNVl/NZWFhInErT/Sbu/3Xt2jXV9Q5EjcnV1RU5OTmQyWTo2rUrtm/fDplMhoiICNjY2Egdj0grsKhpgDNnzmiMbdy4EdbW1pg2bZrats1Vq1bh6tWrjRlPMk2xmPH09IQgCBAEAQMGDFC7ZFMul6OgoAC+vr4SJiRdNW/ePNXs5qpVq+Dr64u9e/fC0NAQUVFR0oYj0hJcfnpK9y+5vHPnDl599VXV+JUrV9C9e3fcunVLwnTP1/1CoSGkXnZbs2aN6q8LFy6Eubm56pmhoSFkMhlGjhwJQ0NDqSISAbi3tTs7Oxv29vZo1aqV1HGItAJnap7C/WWXIUOGoKioSK0/4+zZszA2NpYq2gsxfPhwqSM02KpVqwAAMpkMY8eO1bp/F/TyuX37NhYtWoQjR46gvr4eAwYMwNatW9G6dWt4eXlJHY9Iq3CmRoSEhARERkbi0KFDMDY2xq1bt/D2228jICAAAPDzzz9j165dWLlyJW/gJSIAwIIFC7Bjxw5MmDABxsbG2L9/P/r06YNvvvlG6mhEWodFzROUlpYiKioKkZGRqKysxJgxYxAREYGMjAz88ssvqksuAcDNzQ3z5s3DmDFjJE794qSkpEChUKBnz55q4z///DP09fXRvXt3iZKpk8vl2LRpEw4cOPDQ01vLy8slSka6xtHRERs3bsTo0aMBAGlpaejVqxdqa2vVer6I6NnpSR2gKQsICICrqysyMzOxefNm/PHHH9i6davq+ZgxY3D27FmUl5ejvLwcZ8+e1eqCBgBmz5790Ebo33//HbNnz5Yg0cOtWbMG4eHhGDt2LG7duoUFCxbg7bffhp6eHlavXi11PNIh165dUzsr6bXXXoOBgYGqaZiInh/O1DxGs2bNEBoaipkzZ6qdoGtgYICMjAx07txZ5y65NDc3R2ZmJpycnNTGCwoK4OHhoeo3kpqzszO2bNkCf39/WFhY4OLFi6qx8+fPY9++fVJHJB2hr6+P0tJStYtULS0tkZGRAUdHRwmTEWkfzn0+RmJiIiIjI/Haa6/Bzc0NkyZNwrhx4wAARUVFCAkJ0blLLo2MjPDnn39qFDUlJSVNaiq9tLQUXbp0AXCvELu/G23o0KFYuXKllNFIxyiVSo3jBWpqahAQEKC2C0/qnYNE2qDp/CnUBPXq1Qu9evXC5s2b8dVXX2HXrl1YsGABFAoFZs+eDVtbWxw7duyhl1xqq8GDB2Pp0qU4fPiw6hC7iooKLFu2DIMGDZI43T/at2+PkpIS2Nvbw9nZGSdPnoSXlxdSUlJgZGQkdTzSIfd35D1o2LBhEiQh0n5cfhIpJycHkZGRCAsLg4GBAYYMGYIjR45IHavR/P7773jjjTdw8+ZNeHp6Arh3mWXbtm3xww8/wM7OTuKE93zwwQewtLTEsmXL8NVXX2HixImQyWQoLi7G/PnzsWHDBqkjEhHRc8ai5in16NEDI0aMwPnz53WqqAHunbuxd+9eZGRkwMTEBB4eHggKCoKBgYHU0R7p3LlzOHfuHDp06KDagk9ERNqFRc1Tun/J5bp169ClSxeNP9AtLS0lSkZERKSbWNQ8JT29e7vh/7eXRtsbhV8mf/zxBxITEx+6Oy00NFSiVERE9KKwqHlK8fHxj33+4CWX1PiioqIQEhICQ0NDWFtbqxWfgiAgPz9fwnRERPQisKh5AX755Re1Sy6p8dnZ2WHGjBlYunSpalaNiIi0G7d0PydVVVXYv38/du7cibS0NC4/Saympgbjxo1jQUNNSlxcHOLi4h66JLpr1y6JUhFpD/6O/4wSEhLwzjvvwMbGBmFhYfDx8cH58+eljvVCVVRUYOfOnVi6dKnqDqX09HT8/vvvEif7x7Rp0/D1119LHYNIZc2aNRg8eDDi4uJw48YN/PXXX2pfRPTsuPz0FB53yWXnzp2ljvdCZWZmYuDAgWjevDkKCwuRk5MDJycnrFixAsXFxYiOjpY6IoB7F1oOHToUtbW1D92dFh4eLlEy0lU2NjbYuHEjJk2aJHUUIq3F5SeRAgICkJCQAH9/f2zevBm+vr7Q19dHRESE1NEaxYIFCxAcHIyNGzfCwsJCNe7n54fx48dLmEzd+vXrceLECbi6ugKARqMwUWOrr6+Ht7e31DGItBpnakRqyCWX2qx58+ZIT0+Hs7MzLCwskJGRAScnJxQVFcHV1RV1dXVSRwQAWFlZYdOmTQgODpY6ChEAYMmSJTA3N+fdY0QvEGdqRHrcJZe6wMjICJWVlRrjubm5arcQS83IyAh9+vSROgaRSl1dHXbs2IFTp07Bw8ODS6JELwBnap7S7du3VZdcJicnQy6XIzw8HFOnTlVbltE206dPx82bN3HgwAG0bNkSmZmZ0NfXx/Dhw/HGG29g8+bNUkcEcG/5qaSkBFu2bJE6ChEAoH///o98JggCTp8+3YhpiLQTi5rn4P4ll3v27EFFRQUGDRqktfdB3bp1C6NGjUJqaiqqqqpga2uL0tJS9O7dG7GxsTAzM5M6IgBgxIgROH36NKytreHu7q7xf8UxMTESJSMioheFRc1zJJfLcfToUezatUtri5r7EhMTkZmZierqanh5eWHgwIFSR1IzZcqUxz7/8ssvGykJkaZr164BANq3by9xEiLtwqKGiKgRKBQKrF27Fp988gmqq6sBABYWFli4cCGWL1/OgyKJngM2CpNoPBWVSLzly5cjMjISGzZsUDWxJyYmYvXq1airq8PHH38scUKilx9nakiUNWvW4KOPPkL37t1hY2OjcebLN998I1EywMvLC3FxcbCysoKnp+djz6NJT09vxGREgK2tLSIiIhAYGKg2fvjwYcyaNatJnchN9LLiTA2JEhERgaioqCZ5KuqwYcNgZGSk+p6H7FFTUl5ejk6dOmmMd+rUSXXdCBE9G87UkCjW1tZITk6Gs7Oz1FGIXio9e/ZEz549NY4ZmDt3LlJSUrT+zjiixsCihkR5WU5FdXJyQkpKCqytrdXGKyoq4OXlhfz8fImSka6Kj4+Hv78/7O3t0bt3bwDAuXPncPXqVcTGxqJv374SJyR6+bGooSdasGCB6nuFQoHdu3fDw8OjSZ+Kqqenh9LSUrRp00Zt/M8//4SdnR3q6+slSka67I8//sDnn3+O7OxsAICbmxtmzZoFW1tbiZMRaQf21NATXbhwQe11t27dAAC//PKLBGke78HzgU6cOIHmzZurXsvlcsTFxcHR0VGKaESwtbXlLieiF4gzNaRV7p/1IQgC/vc/bQMDA8hkMnzyyScYOnSoFPFIx1VUVCAyMhK//vorAMDd3R1Tp05VK76J6OnxtCcSZerUqaiqqtIYv337NqZOnSpBInUKhQIKhQL29vaqc3Tuf925cwc5OTksaEgSqampcHZ2xqZNm1BeXo7y8nKEh4fD2dmZRwwQPSecqSFR9PX1UVJSotGrcuPGDbzyyiu4e/euRMmImra+ffvCxcUFX3zxBZo1u7fyf/fuXUyfPh35+flISEiQOCHRy489NdQglZWVUCqVUCqVqKqqgrGxseqZXC5HbGysRqEjNZ58TE1JamqqWkEDAM2aNcP777+P7t27S5iMSHuwqKEGadGiBQRBgCAI6Nixo8ZzQRCwZs0aCZI93JNOPiZqbJaWliguLtY4gO/q1auwsLCQKBWRdmFRQw1y5swZKJVK+Pj44NChQ2jZsqXqmaGhIRwcHJrUttSmfPIx6aaxY8di2rRpCAsLg7e3NwDg7NmzWLx4MYKCgiROR6QdWNRQg/Tr1w8AUFBQAHt7+yY/81FfX6/6g4OoKQgLC4MgCJg8ebKq98zAwAAzZ87Ehg0bJE5HpB3YKExa6WU5+Zh0T01NDfLy8gAAzs7OMDU1lTgRkfbgTA1ppbq6OuzYsQOnTp1q0icfk+4xNTVFly5dpI5BpJU4U0NaqX///o98JggCTp8+3YhpSJc19Pwm7sgjenYsaoiIXiA9PT04ODjA09NT45TrB33zzTeNmIpIO3H5iUTx8fFBTEwMWrRooTZeWVmJ4cOHcwaE6H/MnDkT+/fvR0FBAaZMmYKJEyeq7R4koueHMzUkyqNuvy4rK0O7du3w999/S5TsnrfffrtB74uJiXnBSYj+cefOHcTExGDXrl1ISkqCv78/pk2bhsGDBzf5nYRELxPO1FCDZGZmqr6/fPkySktLVa/lcjm+//57tGvXTopoangxIDVFRkZGCAoKQlBQEIqKihAVFYVZs2bh7t27uHTpEszNzaWOSKQVWNRQg3Tr1k11orCPj4/GcxMTE2zdulWCZOq+/PJLqSMQPZaenp7qFnm5XC51HCKtwuUnapCioiIolUo4OTkhOTkZrVu3Vj0zNDREmzZtoK+vL2FCoqbrweWnxMREDB06FFOmTIGvry/09PSkjkekNVjUEBG9QLNmzcJ///tf2NnZYerUqZgwYQJatWoldSwircSihkTZvXs3WrVqBX9/fwDA+++/jx07dqBz587Yv38/HBwcJE5I1LTo6enB3t4enp6ej20KZvM60bNjUUOiuLq6Ytu2bfDx8cG5c+cwYMAAbN68GceOHUOzZs34GzPR/wgODm7QDif2gxE9OxY1JIqpqSmys7Nhb2+PJUuWoKSkBNHR0bh06RLefPNNXL9+XeqIRESko9ihRqKYm5vj5s2bAICTJ09i0KBBAABjY2PU1tZKGY2IiHQct3STKIMGDcL06dPh6emJ3Nxc+Pn5AQAuXboEmUwmbTgiItJpnKkhUT7//HP07t0b169fx6FDh2BtbQ0ASEtLQ1BQkMTpiIhIl7GnhoiIiLQCl59ItIqKCiQnJ6OsrAwKhUI1LggCJk2aJGEyIiLSZZypIVGOHj2KCRMmoLq6GpaWlmpbVQVBQHl5uYTpiIhIl7GoIVE6duwIPz8/rFu3DqamplLHISIiUmFRQ6KYmZkhKysLTk5OUkchIiJSw91PJMqQIUOQmpoqdQwiIiINbBQmUfz9/bF48WJcvnwZXbp0gYGBgdrzwMBAiZIREZGu4/ITiaKn9+jJPUEQIJfLGzENERHRP1jUEBERkVZgTw0RERFpBfbU0BNt2bIF7733HoyNjbFly5bHvjc0NLSRUhEREanj8hM9kaOjI1JTU2FtbQ1HR8dHvk8QBOTn5zdiMiIion+wqCEiIiKtwJ4aIiIi0grsqSHRrl27hiNHjqC4uBj19fVqz8LDwyVKRUREuo5FDYkSFxeHwMBAODk5ITs7G6+++ioKCwuhVCrh5eUldTwiItJhXH4iUZYuXYpFixYhKysLxsbGOHToEK5evYp+/fph9OjRUscjIiIdxkZhEsXCwgIXL16Es7MzrKyskJiYCHd3d2RkZGDYsGEoLCyUOiIREekoztSQKGZmZqo+GhsbG+Tl5ame3bhxQ6pYRERE7KkhcXr16oXExES4ubnBz88PCxcuRFZWFmJiYtCrVy+p4xERkQ7j8hOJkp+fj+rqanh4eOD27dtYuHAhkpKS0KFDB4SHh8PBwUHqiEREpKNY1BAREZFWYE8NERERaQX21JAoVlZWEARBY1wQBBgbG8PFxQXBwcGYMmWKBOmIiEiXsaghUT788EN8/PHHeOutt/D6668DAJKTk/H9999j9uzZKCgowMyZM3H37l28++67EqclIiJdwp4aEmXkyJEYNGgQZsyYoTa+fft2nDx5EocOHcLWrVuxY8cOZGVlSZSSiIh0EYsaEsXc3BwXL16Ei4uL2vhvv/2Gbt26obq6Gnl5eardUURERI2FjcIkSsuWLXH06FGN8aNHj6Jly5YAgNu3b8PCwqKxoxERkY5jTw2JsnLlSsycORNnzpxR9dSkpKQgNjYWERERAIAffvgB/fr1kzImERHpIC4/kWhnz57FZ599hpycHACAq6sr5s6dC29vb4mTERGRLmNRQ0RERFqBy0/01Orq6lSXW95naWkpURoiItJ1bBQmUWpqajBnzhy0adMGZmZmsLKyUvsiIiKSCosaEmXx4sU4ffo0tm3bBiMjI+zcuRNr1qyBra0toqOjpY5HREQ6jD01JIq9vT2io6Px5ptvwtLSEunp6XBxccGePXuwf/9+xMbGSh2RiIh0FGdqSJTy8nI4OTkBuNc/U15eDgD417/+hYSEBCmjERGRjmNRQ6I4OTmhoKAAANCpUyccOHAAwL3D91q0aCFhMiIi0nVcfiJRNm3aBH19fYSGhuLUqVMICAiAUqnE33//jfDwcMybN0/qiEREpKNY1NAzKSoqQlpaGlxcXODh4SF1HCIi0mEsaoiIiEgrsKeGiIiItAKLGiIiItIKLGqIiIhIK7CoISIiIq3ACy1JlMrKyoeOC4IAIyMjGBoaNnIiIiKie7j7iUTR09ODIAiPfN6+fXsEBwdj1apV0NPjRCARETUeztSQKFFRUVi+fDmCg4Px+uuvAwCSk5Oxe/durFixAtevX0dYWBiMjIywbNkyidMSEZEu4UwNiTJgwACEhIRgzJgxauMHDhzA9u3bERcXhz179uDjjz9Gdna2RCmJiEgXsaghUUxMTJCZmYkOHTqojV+5cgVdu3ZFTU0NCgoK4O7ujpqaGolSEhGRLmLTA4liZ2eHyMhIjfHIyEjY2dkBAG7evAkrK6vGjkZERDqOPTUkSlhYGEaPHo3vvvsOPXr0AACkpqYiOzsbBw8eBACkpKRg7NixUsYkIiIdxOUnEq2goADbt29Hbm4uAMDV1RUhISGQyWTSBiMiIp3GooaIiIi0ApefSLSKigokJyejrKwMCoVC7dnkyZMlSkVERLqOMzUkytGjRzFhwgRUV1fD0tJS7SA+QRBQXl4uYToiItJlLGpIlI4dO8LPzw/r1q2Dqamp1HGIiIhUWNSQKGZmZsjKyoKTk5PUUYiIiNTwnBoSZciQIUhNTZU6BhERkQY2CpMo/v7+WLx4MS5fvowuXbrAwMBA7XlgYKBEyYiISNdx+YlEedzN24IgQC6XN2IaIiKif7CoISIiIq3AnhoiIiLSCuypoSfasmUL3nvvPRgbG2PLli2PfW9oaGgjpSIiIlLH5Sd6IkdHR6SmpsLa2hqOjo6PfJ8gCMjPz2/EZERERP9gUUNERERagT01REREpBXYU0OiyOVyREVFIS4u7qEXWp4+fVqiZEREpOtY1JAo8+bNQ1RUFPz9/fHqq6+qXWhJREQkJfbUkCitWrVCdHQ0/Pz8pI5CRESkhj01JIqhoSFcXFykjkFERKSBRQ2JsnDhQnz66afgBB8RETU1XH4iUUaMGIEzZ86gZcuWcHd317jQMiYmRqJkRESk69goTKK0aNECI0aMkDoGERGRBs7UEBERkVZgTw0RERFpBS4/kSienp4PPZtGEAQYGxvDxcUFwcHB6N+/vwTpiIhIl3GmhkTx9fVFfn4+zMzM0L9/f/Tv3x/m5ubIy8tDjx49UFJSgoEDB+Lw4cNSRyUiIh3DnhoS5d1334W9vT1WrlypNr527VoUFRXhiy++wKpVq3D8+HGkpqZKlJKIiHQRixoSpXnz5khLS9M4gO+3337Da6+9hlu3biE7Oxs9evRAVVWVRCmJiEgXcfmJRDE2NkZSUpLGeFJSEoyNjQEACoVC9T0REVFjYaMwiTJ37lzMmDEDaWlp6NGjBwAgJSUFO3fuxLJlywAAJ06cQLdu3SRMSUREuojLTyTa3r178dlnnyEnJwcA4Orqirlz52L8+PEAgNraWtVuKCIiosbCooaIiIi0AntqiIiISCuwp4aeqGXLlsjNzUWrVq1gZWX10MP37isvL2/EZERERP9gUUNPtGnTJlhYWKi+f1xRQ0REJBX21BAREZFWYE8NiZKeno6srCzV68OHD2P48OFYtmwZ6uvrJUxGRES6jkUNiRISEoLc3FwAQH5+PsaOHQtTU1N8/fXXeP/99yVOR0REuoxFDYmSm5urOljv66+/Rr9+/bBv3z5ERUXh0KFD0oYjIiKdxqKGRFEqlVAoFACAU6dOwc/PDwBgZ2eHGzduSBmNiIh0HIsaEqV79+5Yu3Yt9uzZg/j4ePj7+wMACgoK0LZtW4nTERGRLmNRQ6Js3rwZ6enpmDNnDpYvX666rfvgwYPw9vaWOB0REekybumm56Kurg76+vowMDCQOgoREekoztSQaBUVFdi5cyeWLl2qOkH48uXLKCsrkzgZERHpMs7UkCiZmZkYMGAAWrRogcLCQuTk5MDJyQkrVqxAcXExoqOjpY5IREQ6ijM1JMqCBQswZcoUXLlyBcbGxqpxPz8/JCQkSJiMiIh0HYsaEiUlJQUhISEa4+3atUNpaakEiYiIiO5hUUOiGBkZobKyUmM8NzcXrVu3liARERHRPSxqSJTAwEB89NFH+PvvvwEAgiCguLgYS5YswciRIyVOR0REuoyNwiTKrVu3MGrUKKSmpqKqqgq2trYoLS1F7969ERsbCzMzM6kjEhGRjmJRQ08lMTERmZmZqK6uhpeXFwYOHCh1JCIi0nEsaoiIiEgrNJM6AL08FAoFoqKiEBMTg8LCQgiCAEdHR4waNQqTJk2CIAhSRyQiIh3GmRpqEKVSiYCAAMTGxqJr167o1KkTlEolfv31V2RlZSEwMBDffvut1DGJiEiHcaaGGiQqKgoJCQmIi4tD//791Z6dPn0aw4cPR3R0NCZPnixRQiIi0nWcqaEGGTx4MHx8fPDBBx889Pm6desQHx+PEydONHIyIiKie3hODTVIZmYmfH19H/n8rbfeQkZGRiMmIiIiUseihhqkvLwcbdu2feTztm3b4q+//mrEREREROpY1FCDyOVyNGv26BYsfX193L17txETERERqWOjMDWIUqlEcHAwjIyMHvr8zp07jZyIiIhIHYsaapB33nnnie/hziciIpISdz8RERGRVmBPDREREWkFFjVERESkFVjUEBERkVZgUUNERERagUUNERERaQUWNUTUJL355pv497//LXUMInqJsKghIiIircCihog0KBQKrF+/Ho6OjjAxMUHXrl1x8OBBKBQKtG/fHtu2bVN7/4ULF6Cnp4eioiIAQEVFBaZPn47WrVvD0tISPj4+aheerl69Gt26dcOePXsgk8nQvHlzjBs3DlVVVQCA4OBgxMfH49NPP4UgCBAEAYWFhY/N/OOPP0IQBMTFxaF79+4wNTWFt7c3cnJyVO/Jy8vDsGHD0LZtW5ibm6NHjx44deqU2ufIZDKsXbsWkydPhrm5ORwcHHDkyBFcv34dw4YNg7m5OTw8PJCamqr2c4mJiejbty9MTExgZ2eH0NBQ3L59W/SvPRE9PRY1RKRh/fr1iI6ORkREBC5duoT58+dj4sSJ+OmnnxAUFIR9+/apvX/v3r3o06cPHBwcAACjR49GWVkZvvvuO6SlpcHLywsDBgxAeXm56mfy8vLw7bff4tixYzh27Bji4+OxYcMGAMCnn36K3r17491330VJSQlKSkpgZ2fXoOzLly/HJ598gtTUVDRr1gxTp05VPauuroafnx/i4uJw4cIF+Pr6IiAgAMXFxWqfsWnTJvTp0wcXLlyAv78/Jk2ahMmTJ2PixIlIT0+Hs7MzJk+ejPtnl+bl5cHX1xcjR45EZmYmvvrqKyQmJmLOnDnif/GJ6OkpiYgeUFdXpzQ1NVUmJSWpjU+bNk0ZFBSkvHDhglIQBGVRUZFSqVQq5XK5sl27dspt27YplUql8qefflJaWloq6+rq1H7e2dlZuX37dqVSqVSuWrVKaWpqqqysrFQ9X7x4sbJnz56q1/369VPOmzevwbnPnDmjBKA8deqUauz48eNKAMra2tpH/py7u7ty69atqtcODg7KiRMnql6XlJQoAShXrlypGjt37pwSgLKkpET1a/Pee++pfe5PP/2k1NPTe+zfm4ieL979RERqfvvtN9TU1GDQoEFq4/X19fD09ES3bt3g5uaGffv24YMPPkB8fDzKysowevRoAEBGRgaqq6thbW2t9vO1tbXIy8tTvZbJZLCwsFC9trGxQVlZ2TPn9/DwUPtMACgrK4O9vT2qq6uxevVqHD9+HCUlJbh79y5qa2s1Zmoe/Iy2bdsCALp06aIxVlZWhldeeQUZGRnIzMzE3r17Ve9RKpVQKBQoKCiAm5vbM/9zEdGTsaghIjXV1dUAgOPHj6Ndu3Zqz+7f0j5hwgRVUbNv3z74+vqqipjq6mrY2Njgxx9/1PjsFi1aqL43MDBQeyYIAhQKxTPnf/BzBUEAANXnLlq0CD/88APCwsLg4uICExMTjBo1CvX19U/8jMd9bnV1NUJCQhAaGqqRx97e/pn/mYioYVjUEJGazp07w8jICMXFxejXr99D3zN+/HisWLECaWlpOHjwICIiIlTPvLy8UFpaimbNmkEmkz11DkNDQ8jl8qf++Yc5e/YsgoODMWLECAD3ipEnNSA3hJeXFy5fvgwXF5dn/iwienpsFCYiNRYWFli0aBHmz5+P3bt3Iy8vD+np6di6dSt2794N4N7Skbe3N6ZNmwa5XI7AwEDVzw8cOBC9e/fG8OHDcfLkSRQWFiIpKQnLly/X2DH0ODKZDD///DMKCwtx48aN5zKL06FDB8TExODixYvIyMjA+PHjn8vnLlmyBElJSZgzZw4uXryIK1eu4PDhw2wUJmpkLGqISMN//vMfrFy5EuvXr4ebmxt8fX1x/PhxODo6qt4zYcIEZGRkYMSIETAxMVGNC4KA2NhYvPHGG5gyZQo6duyIcePGoaioSNWL0hCLFi2Cvr4+OnfujNatW2v0vTyN8PBwWFlZwdvbGwEBARgyZAi8vLye+XM9PDwQHx+P3Nxc9O3bF56envjwww9ha2v7zJ9NRA0nKJX/vyeRiIiI6CXGmRoiIiLSCixqiOilMGPGDJibmz/0a8aMGVLHI6ImgMtPRPRSKCsrQ2Vl5UOfWVpaok2bNo2ciIiaGhY1REREpBW4/ERERERagUUNERERaQUWNURERKQVWNQQERGRVmBRQ0RERFqBRQ0RERFpBRY1REREpBVY1BAREZFW+D946jro1mWxZAAAAABJRU5ErkJggg==", + "image/png": 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", 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" ] @@ -287,19 +287,19 @@ { "cell_type": "code", "execution_count": 10, - "id": "86178ee4", + "id": "36d4df45", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T23:41:31.387237Z", - "iopub.status.busy": "2023-10-25T23:41:31.386341Z", - "iopub.status.idle": "2023-10-25T23:41:31.658745Z", - "shell.execute_reply": "2023-10-25T23:41:31.657741Z" + "iopub.execute_input": "2023-10-26T23:40:55.058206Z", + "iopub.status.busy": "2023-10-26T23:40:55.057122Z", + "iopub.status.idle": "2023-10-26T23:40:55.267092Z", + "shell.execute_reply": "2023-10-26T23:40:55.266323Z" }, "papermill": { - "duration": 0.28399, - "end_time": "2023-10-25T23:41:31.661112", + "duration": 0.221931, + "end_time": "2023-10-26T23:40:55.269030", "exception": false, - "start_time": "2023-10-25T23:41:31.377122", + "start_time": "2023-10-26T23:40:55.047099", "status": "completed" }, "tags": [] @@ -307,7 +307,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -323,13 +323,13 @@ { "cell_type": "code", "execution_count": null, - "id": "4b502a86", + "id": "dd3410e6", "metadata": { "papermill": { - "duration": 0.008606, - "end_time": "2023-10-25T23:41:31.680234", + "duration": 0.009833, + "end_time": "2023-10-26T23:40:55.288470", "exception": false, - "start_time": "2023-10-25T23:41:31.671628", + "start_time": "2023-10-26T23:40:55.278637", "status": "completed" }, "tags": [] @@ -358,14 +358,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 21.381665, - "end_time": "2023-10-25T23:41:32.213369", + "duration": 19.057056, + "end_time": "2023-10-26T23:40:55.820117", "environment_variables": {}, "exception": null, "input_path": "tickets.ipynb", "output_path": "../../../../working/output/tickets-transform.ipynb", "parameters": {}, - "start_time": "2023-10-25T23:41:10.831704", + "start_time": "2023-10-26T23:40:36.763061", "version": "2.4.0" } },