From 6f6d69f06b1fc6605f700ec340266893afde80b5 Mon Sep 17 00:00:00 2001 From: gilesdring Date: Thu, 2 Nov 2023 23:41:11 +0000 Subject: [PATCH] Data updates --- data/metrics/events/master/all.csv | 32 +- data/metrics/events/partner-events/events.csv | 2 + data/metrics/events/tickets/events.csv | 108 +++--- data/metrics/events/tickets/orders.csv | 16 +- .../my-leeds-2023/_data/events/by_month.csv | 2 +- .../my-leeds-2023/_data/events/by_week.csv | 4 +- .../my-leeds-2023/_data/events/headlines.json | 2 +- .../metrics/events/partner/_data/by_month.csv | 1 + docs/metrics/events/partner/_data/by_ward.csv | 2 +- .../events/partner/_data/headline.json | 4 +- .../events/signature/_data/headlines.json | 4 +- .../signature/_data/tickets_by_event_date.csv | 2 +- .../signature/_data/tickets_by_ward.csv | 2 +- .../smeaton-300/_data/events/by_month.csv | 2 +- .../smeaton-300/_data/events/by_week.csv | 8 +- .../smeaton-300/_data/events/headlines.json | 2 +- scripts/dashboard/community/dvc.lock | 4 +- scripts/metrics/community/dvc.lock | 4 +- scripts/metrics/events/scheduled/dvc.lock | 18 +- scripts/metrics/events/signature/dvc.lock | 46 +-- scripts/metrics/events/ticketing/dvc.lock | 16 +- scripts/metrics/partner-events/dvc.lock | 18 +- working/output/childrens-day.ipynb | 194 +++++----- working/output/community-transform.ipynb | 166 ++++---- working/output/my-leeds-2023.ipynb | 190 +++++----- working/output/nest.ipynb | 111 +++--- working/output/partner-events-transform.ipynb | 244 ++++++------ working/output/signature-prepare.ipynb | 190 +++++----- working/output/smeaton-300.ipynb | 353 ++++++++---------- working/output/the-barn.ipynb | 174 ++++----- working/output/tickets-transform.ipynb | 233 ++++++------ 31 files changed, 1087 insertions(+), 1067 deletions(-) diff --git a/data/metrics/events/master/all.csv b/data/metrics/events/master/all.csv index 24f55108..e1d79739 100644 --- a/data/metrics/events/master/all.csv +++ b/data/metrics/events/master/all.csv @@ -1102,7 +1102,7 @@ actual_audience_size_number_of_participants_in_person,actual_audience_size_numbe ,,1220,2023-10-19,Tetley: Afra Eisma Learning Resources,['CLE - Creative Learning session'],Creative Learning S3: Tetley: Afra Eisma Learning Resources,,,Creative Learning S3,CLE,['Season 3 - Dreaming'],2023-09-03,, ,,238,2023-09-04,Dress Rehearsal 2 - Ticketed,['CLE - Youth Voice session'],10 - Melt: Dress Rehearsal 2 - Ticketed,,,10 - Melt,Produce (Signature),['Season 3 - Dreaming'],2023-09-04,, ,,268,2023-12-29,Participant / Volunteer thank you events (Hosts),['CLE - Participant / Volunteer thank you event'],12 - My LEEDS 2023: Participant / Volunteer thank you events (Hosts),,,12 - My LEEDS 2023,Produce (Signature),['Season 3 - Dreaming'],2023-09-04,, -1338.0,,241,2023-09-09,Melt (Run),['Public Event - Performance'],10 - Melt: Melt (Run),1542.0,['LS26 8AL'],10 - Melt,Produce (Signature),['Season 3 - Dreaming'],2023-09-05,,['Garforth and Swillington'] +1338.0,,241,2023-09-09,Melt (Run),['Public Event - Performance'],10 - Melt: Melt (Run),1542.0,['LS26 8AL'],10 - Melt,Produce (Signature),['Season 3 - Dreaming'],2023-09-05,"ev_2809632, ev_2809633, ev_2809634, ev_2809635, ev_2809636",['Garforth and Swillington'] ,,1733,2023-09-06, Community CPD Session - North West Workshop 1,"['CLE - Skills and Talent session', 'CLE - Community Engagement session']",General CLE: Community CPD Session - North West Workshop 1,,['LS6 1LJ'],General CLE,CLE,['Season 3 - Dreaming'],2023-09-06,,['Headingley and Hyde Park'] ,,1752,2025-10-04,Lighting the Way Workshops at Leeds Libraries ,['Public Event - Installation'],09 - Smeaton300: Learning programme: Lighting the Way Workshops at Leeds Libraries ,,,09 - Smeaton300: Learning programme,Produce (Signature),['Season 3 - Dreaming'],2023-09-06,, ,,1515,2023-09-07,Animated Harehills,"['Public Event - Large Scale Outdoor Event', 'CLE - Community Engagement session']",12 - My LEEDS 2023: Animated Harehills,,['LS9 7LN'],12 - My LEEDS 2023,CLE,['Season 3 - Dreaming'],2023-09-07,, @@ -1208,7 +1208,7 @@ actual_audience_size_number_of_participants_in_person,actual_audience_size_numbe ,,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'] -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'] +860.0,,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,, @@ -1218,16 +1218,16 @@ actual_audience_size_number_of_participants_in_person,actual_audience_size_numbe ,2.0,2133,2023-10-09,Storymakers: Re-imagining Home CPD session 1,['CLE - Creative Learning session'],Creative Learning S3: Storymakers: Re-imagining Home CPD session 1,,,Creative Learning S3,CLE,['Season 3 - Dreaming'],2023-10-09,, ,,1745,2023-10-10, Community CPD Session - North West Workshop 3,"['CLE - Skills and Talent session', 'CLE - Community Engagement session']",General CLE: Community CPD Session - North West Workshop 3,,['LS6 1LJ'],General CLE,CLE,['Season 3 - Dreaming'],2023-10-10,,['Headingley and Hyde Park'] ,,1133,2023-10-10,Digital Upskilling Workshoip 18/20,['CLE - Skills and Talent session'],Creative Learning S3: Digital Upskilling Workshoip 18/20,,,Creative Learning S3,CLE,['Season 3 - Dreaming'],2023-10-10,, -,,1802,2023-10-10,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Clapgate",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Clapgate",,,Creative Learning S3,CLE,,2023-10-10,, -,,1801,2023-10-10,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Farsley Springbank",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Farsley Springbank",,,Creative Learning S3,CLE,,2023-10-10,, -,,231,2023-10-23,Participant / Volunteer thank you events,['CLE - Participant / Volunteer thank you event'],09 - Smeaton300: Talks and Discussions: Participant / Volunteer thank you events,,,09 - Smeaton300: Talks and Discussions,Produce (Signature),['Season 3 - Dreaming'],2023-10-10,, +,,1802,2023-10-10,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Clapgate",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Clapgate",,,Creative Learning S3,CLE,,2023-10-10,, +,,1801,2023-10-10,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Farsley Springbank",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Farsley Springbank",,,Creative Learning S3,CLE,,2023-10-10,, +,,231,2023-10-23,Participant / Volunteer thank you events,['CLE - Participant / Volunteer thank you event'],12 - My LEEDS 2023: Participant / Volunteer thank you events,,,12 - My LEEDS 2023,Produce (Signature),['Season 3 - Dreaming'],2023-10-10,, ,1.0,2135,2023-10-10,Storymakers: Re-imagining Home CPD session 2,['CLE - Creative Learning session'],Creative Learning S3: Storymakers: Re-imagining Home CPD session 2,,,Creative Learning S3,CLE,['Season 3 - Dreaming'],2023-10-10,, ,1.0,2130,2023-10-10,Storymakers: Re-imagining Home CPD session 2,['CLE - Creative Learning session'],Creative Learning S3: Storymakers: Re-imagining Home CPD session 2,,,Creative Learning S3,CLE,['Season 3 - Dreaming'],2023-10-10,, -,,1805,2023-10-11,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Rosebank Primary",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Rosebank Primary",,,Creative Learning S3,CLE,,2023-10-11,, -,,1803,2023-10-11,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Stanningley",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Stanningley",,,Creative Learning S3,CLE,,2023-10-11,, +,,1805,2023-10-11,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Rosebank Primary",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Rosebank Primary",,,Creative Learning S3,CLE,,2023-10-11,, +,,1803,2023-10-11,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Stanningley",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Stanningley",,,Creative Learning S3,CLE,,2023-10-11,, ,,386,2023-10-20,Cherish Menzo,['Partner Programme - Event'],Transform 2023: Cherish Menzo,,,Transform 2023,Partner,['Season 3 - Dreaming'],2023-10-12,, -,,1809,2023-10-12,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Cockburn John Charles",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Cockburn John Charles",,,Creative Learning S3,CLE,,2023-10-12,, -,,1806,2023-10-12,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Primrose Hill Owlcotes",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Primrose Hill Owlcotes",,,Creative Learning S3,CLE,,2023-10-12,, +,,1809,2023-10-12,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Cockburn John Charles",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Cockburn John Charles",,,Creative Learning S3,CLE,,2023-10-12,, +,,1806,2023-10-12,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Primrose Hill Owlcotes",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Primrose Hill Owlcotes",,,Creative Learning S3,CLE,,2023-10-12,, ,,696,2023-10-13,Light Night 2023,['Partner Programme - Event'],02 - Making A Stand: Light Night 2023,,['LS1 2HA'],02 - Making A Stand,Partner,['Season 3 - Dreaming'],2023-10-12,,['Little London and Woodhouse'] ,,333,2023-10-21,MEXA,"['Partner Programme - Event', 'Public Event - Digital Experience']",Transform 2023: MEXA,,,Transform 2023,Partner,['Season 3 - Dreaming'],2023-10-12,, ,,387,2023-10-20,Nastaran Razawi Khorasani ,['Partner Programme - Event'],Transform 2023: Nastaran Razawi Khorasani ,,,Transform 2023,Partner,['Season 3 - Dreaming'],2023-10-12,, @@ -1252,12 +1252,12 @@ actual_audience_size_number_of_participants_in_person,actual_audience_size_numbe 180.0,,2115,2023-10-28,Storymakers: Re-imagining Home Strawberry Fields,['CLE - Creative Learning session'],Creative Learning S3: Storymakers: Re-imagining Home Strawberry Fields,,,Creative Learning S3,CLE,['Season 3 - Dreaming'],2023-10-16,, 120.0,,2113,2023-10-28,Storymakers: Re-imagining Home Temple Learning Academy,['CLE - Creative Learning session'],Creative Learning S3: Storymakers: Re-imagining Home Temple Learning Academy,,,Creative Learning S3,CLE,['Season 3 - Dreaming'],2023-10-16,, ,,1748,2023-10-17, Community CPD Session - North Workshop 4,"['CLE - Skills and Talent session', 'CLE - Community Engagement session']",General CLE: Community CPD Session - North Workshop 4,,['LS6 2NY'],General CLE,CLE,['Season 3 - Dreaming'],2023-10-17,,['Headingley and Hyde Park'] -,,1807,2023-10-17,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Abbey Grange",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Abbey Grange",,,Creative Learning S3,CLE,,2023-10-17,, -,,1810,2023-10-17,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Roundhay",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Roundhay",,,Creative Learning S3,CLE,,2023-10-17,, +,,1807,2023-10-17,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Abbey Grange",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Abbey Grange",,,Creative Learning S3,CLE,,2023-10-17,, +,,1810,2023-10-17,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Roundhay",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Roundhay",,,Creative Learning S3,CLE,,2023-10-17,, 55.0,,1706,2023-10-17,Smeaton300 Talks: The Art of Engineering - panel talk,['Public Event - Talk / Tour'],09 - Smeaton300: Talks and Discussions: Smeaton300 Talks: The Art of Engineering - panel talk,,['LS1 3AB'],09 - Smeaton300: Talks and Discussions,Produce (Signature),['Season 3 - Dreaming'],2023-10-17,,['Little London and Woodhouse'] ,,1709,2023-10-18,Early Career Music Promoters: CPWM Gig - Elise Return of the She-Punks,"['Public Event - Performance', 'CLE - Skills and Talent session']",Skills Development: Early Career Music Promoters: CPWM Gig - Elise Return of the She-Punks,,,Skills Development,CLE,['Season 3 - Dreaming'],2023-10-18,, -,,1800,2023-10-18,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Castleton",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Castleton",,,Creative Learning S3,CLE,,2023-10-18,, -,,1811,2023-10-18,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Ralph Thoresby",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Ralph Thoresby",,,Creative Learning S3,CLE,,2023-10-18,, +,,1800,2023-10-18,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Castleton",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Castleton",,,Creative Learning S3,CLE,,2023-10-18,, +,,1811,2023-10-18,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Ralph Thoresby",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Ralph Thoresby",,,Creative Learning S3,CLE,,2023-10-18,, ,,1399,2023-11-17,Royal Opera House Create and Learn ,['CLE - Creative Learning session'],Creative Learning S3: Royal Opera House Create and Learn ,,,Creative Learning S3,,['Season 3 - Dreaming'],2023-10-18,, ,,1990,2023-10-19,Yorkshire Schools Dance Festival,"['Public Event - Performance', 'CLE - Creative Learning session']",Creative Learning S3: Yorkshire Schools Dance Festival,,['LS2 3AD'],Creative Learning S3,CLE,['Season 3 - Dreaming'],2023-10-18,,['Little London and Woodhouse'] ,,1991,2023-10-19,Yorkshire Schools Dance Festival,"['Public Event - Performance', 'CLE - Creative Learning session']",Creative Learning S3: Yorkshire Schools Dance Festival,,['LS2 3AD'],Creative Learning S3,CLE,['Season 3 - Dreaming'],2023-10-18,,['Little London and Woodhouse'] @@ -1287,8 +1287,8 @@ actual_audience_size_number_of_participants_in_person,actual_audience_size_numbe 20.0,,1870,2023-10-18,Yorkshire Schools Dance Festival: Trinity Academy Halifax,,General CLE: Yorkshire Schools Dance Festival: Trinity Academy Halifax,,,General CLE,,,2023-10-18,, 30.0,,1862,2023-10-18,Yorkshire Schools Dance Festival: Trinity Academy Leeds,,General CLE: Yorkshire Schools Dance Festival: Trinity Academy Leeds,,,General CLE,,,2023-10-18,, 30.0,,1867,2023-10-18,Yorkshire Schools Dance Festival: Wetherby High School,,General CLE: Yorkshire Schools Dance Festival: Wetherby High School,,,General CLE,,,2023-10-18,, -,,1808,2023-10-19,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Cockburn",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - Cockburn",,,Creative Learning S3,CLE,,2023-10-19,, -,,1804,2023-10-19,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - St Lukes Beeston",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Package - St Lukes Beeston",,,Creative Learning S3,CLE,,2023-10-19,, +,,1808,2023-10-19,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Cockburn",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - Cockburn",,,Creative Learning S3,CLE,,2023-10-19,, +,,1804,2023-10-19,"Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - St Lukes Beeston",['CLE - Creative Learning session'],"Creative Learning S3: Leeds 2023, Leeds Art Gallery and Henry Moore Institute: 'Feeling Her Way' Schools Workshops - St Lukes Beeston",,,Creative Learning S3,CLE,,2023-10-19,, 30.0,,1857,2023-10-19,Yorkshire Schools Dance Festival: Cookridge Holy Trinity,,General CLE: Yorkshire Schools Dance Festival: Cookridge Holy Trinity,,,General CLE,,,2023-10-19,, 30.0,,1786,2023-10-19,Yorkshire Schools Dance Festival: East Morton CE Primary,,General CLE: Yorkshire Schools Dance Festival: East Morton CE Primary,,,General CLE,,,2023-10-19,, 15.0,,1856,2023-10-19,Yorkshire Schools Dance Festival: Hanson Academy,,General CLE: Yorkshire Schools Dance Festival: Hanson Academy,,,General CLE,,,2023-10-19,, @@ -1311,7 +1311,7 @@ actual_audience_size_number_of_participants_in_person,actual_audience_size_numbe 51.0,,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'] 70.0,,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'] +74.0,,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'] diff --git a/data/metrics/events/partner-events/events.csv b/data/metrics/events/partner-events/events.csv index 482df9b8..94e0c827 100644 --- a/data/metrics/events/partner-events/events.csv +++ b/data/metrics/events/partner-events/events.csv @@ -222,3 +222,5 @@ Family Workshop: L23 Artspace Artist Residency with Kalisha Piper-Cheddie,2023-1 Halloween Mask Making and papercraft,2023-10-31,2023-10-31, Queercore: Night of The Living ,2023-10-31,2023-11-01,E05011403 The Addams Family Musical,2023-10-31,2023-11-03, +Day of the Dead: Meet The Artists ,2023-11-02,2023-11-02, +LCAN Takeover,2023-11-02,, diff --git a/data/metrics/events/tickets/events.csv b/data/metrics/events/tickets/events.csv index 1ac4f0c9..72ebbd8d 100644 --- a/data/metrics/events/tickets/events.csv +++ b/data/metrics/events/tickets/events.csv @@ -37,42 +37,42 @@ event_date,event_name,event_id 2023-05-12,Andi Oliver - Car Parking,ev_2380832 2023-05-13,The WOW Barn Festival - Build A Barn Birdbox,ev_2380853 2023-05-13,WOW Speed Mentoring,ev_2385797 -2023-05-13,The WOW Barn Festival - Build A Barn Birdbox,ev_2380854 +2023-05-13,The WOW Barn Festival - Build A Barn Birdbox,ev_2380855 2023-05-13,WOW Speed Mentoring,ev_2385798 2023-05-13,The WOW Barn Festival - Period & Empowerment Cross Stitch,ev_2380933 2023-05-13,The WOW Barn Festival - Build A Barn Birdbox,ev_2380856 2023-05-13,The WOW Barn Festival - All Cisterns Go,ev_2380865 -2023-05-13,The WOW Barn Festival - Build A Barn Birdbox,ev_2380855 +2023-05-13,The WOW Barn Festival - Build A Barn Birdbox,ev_2380854 2023-05-13,The WOW Barn Opening and Barn Raiser Portraits Private View,ev_2107622 -2023-05-13,The WOW Barn Festival,ev_2058305 2023-05-13,A Barn Dance at The WOW Barn,ev_2078074 +2023-05-13,The WOW Barn Festival,ev_2058305 2023-05-16,LEEDS 2023 presents Natalie Haynes at The WOW Barn,ev_2064393 2023-05-16,Natalie Haynes - Car Parking,ev_2389087 2023-05-20,Braindance with Hyde Park Book Club at The WOW Barn,ev_2263745 2023-05-23,LEEDS 2023 Awakening Documentary Screening,ev_2381816 2023-05-23,LEEDS 2023 Awakening Documentary Screening,ev_2381817 2023-05-27,It's A Wrap Reggae Party,ev_2306057 -2023-06-15,Making a Stand Launch Event,ev_2377802 2023-06-15,Intimate Drinks Reception and Dinner with LEEDS 2023 CEO and Artists of Making a Stand,ev_2377556 -2023-06-28,Feel the Music Live!,ev_2553157 +2023-06-15,Making a Stand Launch Event,ev_2377802 2023-06-28,Creative Learning S2: Youth Voice for Teachers,ev_2407051 +2023-06-28,Feel the Music Live!,ev_2553157 2023-06-29,Making a Stand: Audio Described (AD) Tour,ev_2667173 2023-07-09,My LEEDS Summer: Our Alwoodley: Walking Poetry,ev_2605929 -2023-07-14,Children's Day: Reimagined,ev_2240951 2023-07-14,Children's Day: Reimagined Guest Event,ev_2690524 +2023-07-14,Children's Day: Reimagined,ev_2240951 +2023-07-29,Introduction to Paddleboarding,ev_2825718 +2023-07-29,Float on Aire: Reflective Boat Journey,ev_2825468 +2023-07-29,Float on Aire: Reflective Boat Journey,ev_2825443 +2023-07-29,Float on Aire: Reflective Boat Journey,ev_2825530 2023-07-29,Introduction to Paddleboarding,ev_2825719 2023-07-29,Yoga Hero: Introduction and destressing yoga,ev_2825709 -2023-07-29,Hunslet History and Sketching Walks,ev_2825702 2023-07-29,Float on Aire: Reflective Boat Journey,ev_2825529 -2023-07-29,Hunslet History and Sketching Walks,ev_2825465 -2023-07-29,Yoga Hero: Introduction and destressing yoga,ev_2825710 -2023-07-29,Float on Aire: Reflective Boat Journey,ev_2825530 -2023-07-29,Float on Aire: Reflective Boat Journey,ev_2825443 -2023-07-29,Float on Aire: Reflective Boat Journey,ev_2825468 -2023-07-29,Introduction to Paddleboarding,ev_2825718 +2023-07-29,Hunslet History and Sketching Walks,ev_2825702 2023-07-29,Introduction to Paddleboarding,ev_2825714 -2023-08-03,Moon Palace: Stakeholder Launch,ev_2825913 +2023-07-29,Yoga Hero: Introduction and destressing yoga,ev_2825710 +2023-07-29,Hunslet History and Sketching Walks,ev_2825465 2023-08-03,Moon Palace: Stakeholder Launch,ev_2825914 +2023-08-03,Moon Palace: Stakeholder Launch,ev_2825913 2023-08-06,Moon Palace: After Dark Observation Session at The Royal Armouries,ev_2054071 2023-08-06,Moon Palace: After Dark Observation Session at The Royal Armouries,ev_2071392 2023-08-12,Moon Palace: After Dark Observation Session at We ART Seacroft Festival,ev_2848288 @@ -91,22 +91,22 @@ event_date,event_name,event_id 2023-08-31,Making a Stand: British Sign Language (BSL) Tour,ev_2667220 2023-09-04,Nest: Dress Rehearsal,ev_2903867 2023-09-05,Nest,ev_2809632 -2023-09-05,Nest Shuttle Buses and Car Parking,ev_2818500 2023-09-05,Pre-show Celebration of Nest,ev_2854383 +2023-09-05,Nest Shuttle Buses and Car Parking,ev_2818500 2023-09-06,Nest Shuttle Buses and Car Parking,ev_2818501 2023-09-06,Nest,ev_2809633 2023-09-07,Nest,ev_2809634 2023-09-07,Nest Shuttle Buses and Car Parking,ev_2818502 2023-09-08,Nest Shuttle Buses and Car Parking,ev_2818503 2023-09-08,Nest,ev_2809635 -2023-09-09,Moon Palace: After Dark Observation Session at Victoria Square (outside Leeds Art Gallery),ev_2848029 +2023-09-09,Nest,ev_2809636 2023-09-09,Nest Shuttle Buses and Car Parking,ev_2818504 2023-09-09,Moon Palace: After Dark Observation Session at Victoria Square (outside Leeds Art Gallery),ev_2848028 -2023-09-09,Nest,ev_2809636 -2023-09-14,School Leaders' Breakfast,ev_2943440 +2023-09-09,Moon Palace: After Dark Observation Session at Victoria Square (outside Leeds Art Gallery),ev_2848029 2023-09-14,Leeds Print Workshop: Bookbinding Workshop,ev_2967905 -2023-09-15,Making a Stand: A Relaxed and Interactive Experience,ev_2941751 +2023-09-14,School Leaders' Breakfast,ev_2943440 2023-09-15,Making a Stand: A Relaxed and Interactive Experience,ev_2941750 +2023-09-15,Making a Stand: A Relaxed and Interactive Experience,ev_2941751 2023-09-22,A City Without Seams Ceremony,ev_2967747 2023-09-23,FANTASMA,ev_2905328 2023-09-26,Leeds Language Week - Programme Launch,ev_2876920 @@ -120,13 +120,13 @@ event_date,event_name,event_id 2023-10-14,The Path Between,ev_2877136 2023-10-18,Yorkshire Schools Dance Festival,ev_3013871 2023-10-19,Yorkshire Schools Dance Festival,ev_3013872 -2023-10-21,Moon Palace exploration timeslot at Observe the Moon Night,ev_3147906 -2023-10-21,Moon Palace exploration timeslot at Observe the Moon Night,ev_3147904 2023-10-21,Moon Palace exploration timeslot at Observe the Moon Night,ev_3147901 -2023-10-21,Moon Palace exploration timeslot at Observe the Moon Night,ev_3147907 -2023-10-21,Moon Palace exploration timeslot at Observe the Moon Night,ev_3147908 2023-10-21,Moon Palace exploration timeslot at Observe the Moon Night,ev_3147905 2023-10-21,Moon Palace: Observe the Moon Night at Potternewton Park,ev_2916785 +2023-10-21,Moon Palace exploration timeslot at Observe the Moon Night,ev_3147904 +2023-10-21,Moon Palace exploration timeslot at Observe the Moon Night,ev_3147906 +2023-10-21,Moon Palace exploration timeslot at Observe the Moon Night,ev_3147908 +2023-10-21,Moon Palace exploration timeslot at Observe the Moon Night,ev_3147907 2023-10-22,Moon Palace: After Dark Observation Session at The Royal Armouries,ev_3004009 2023-10-22,Moon Palace: Relaxed After Dark Observation Session at Royal Armouries,ev_2918207 2023-10-24,Moon Palace: After Dark Observation Session with Audio Description,ev_2918127 @@ -137,43 +137,43 @@ event_date,event_name,event_id 2023-10-31,Queercore: Night of The Living,ev_2905326 2023-11-02,All That Lives: Meet the Artists,ev_3045586 2023-11-04,"All That Lives: Big Finish, Film Screening and Pity Party",ev_2912459 -2023-11-06,Northern Dreaming Storytime Tour - Schools,ev_3051996 2023-11-06,Northern Dreaming Storytime Tour - Schools,ev_3051995 +2023-11-06,Northern Dreaming Storytime Tour - Schools,ev_3051996 2023-11-08,Facilitated School Trips to This is a Forest Exhibition,ev_3029738 2023-11-08,Moon Palace: School Days,ev_3011518 -2023-11-09,Moon Palace: School Days,ev_3011519 2023-11-09,Facilitated School Trips to This is a Forest Exhibition,ev_3029739 -2023-11-10,Northern Dreaming Storytime Tour - Schools,ev_3052022 +2023-11-09,Moon Palace: School Days,ev_3011519 2023-11-10,Northern Dreaming Storytime Tour - Schools,ev_3052023 -2023-11-13,Northern Dreaming Storytime Tour - Schools,ev_3051998 +2023-11-10,Northern Dreaming Storytime Tour - Schools,ev_3052022 2023-11-13,Northern Dreaming Storytime Tour - Schools,ev_3051997 +2023-11-13,Northern Dreaming Storytime Tour - Schools,ev_3051998 2023-11-13,And She Built a Crooked House – Schools Programme (In-School Facilitated Workshops),ev_3034657 -2023-11-14,Moon Palace: School Days,ev_3011520 2023-11-14,And She Built a Crooked House – Schools Programme (In-School Facilitated Workshops),ev_3034658 +2023-11-14,Moon Palace: School Days,ev_3011520 2023-11-14,Northern Dreaming Storytime Tour - Schools,ev_3052013 2023-11-14,Northern Dreaming Storytime Tour - Schools,ev_3052012 -2023-11-15,Moon Palace: School Days,ev_3011521 2023-11-15,Facilitated School Trips to This is a Forest Exhibition,ev_3029740 -2023-11-16,Facilitated School Trips to This is a Forest Exhibition,ev_3029741 +2023-11-15,Moon Palace: School Days,ev_3011521 2023-11-16,Moon Palace: School Days,ev_3011522 +2023-11-16,Facilitated School Trips to This is a Forest Exhibition,ev_3029741 2023-11-17,Northern Dreaming Storytime Tour - Communities,ev_3052121 2023-11-17,Northern Dreaming Storytime Tour - Communities,ev_3052122 -2023-11-19,Moon Palace: After Dark Observation Session at North Parade Car Park,ev_2848367 2023-11-19,Moon Palace: After Dark Observation Session at North Parade Car Park,ev_2848366 +2023-11-19,Moon Palace: After Dark Observation Session at North Parade Car Park,ev_2848367 +2023-11-20,Northern Dreaming Storytime Tour - Schools,ev_3052000 2023-11-20,Northern Dreaming Storytime Tour - Schools,ev_3051999 2023-11-20,And She Built a Crooked House – Schools Programme (In-School Facilitated Workshops),ev_3034659 -2023-11-20,Northern Dreaming Storytime Tour - Schools,ev_3052000 -2023-11-21,Northern Dreaming Storytime Tour - Schools,ev_3052015 -2023-11-21,Northern Dreaming Storytime Tour - Schools,ev_3052014 2023-11-21,And She Built a Crooked House – Schools Programme (In-School Facilitated Workshops),ev_3034660 +2023-11-21,Northern Dreaming Storytime Tour - Schools,ev_3052014 +2023-11-21,Northern Dreaming Storytime Tour - Schools,ev_3052015 2023-11-22,Facilitated School Trips to This is a Forest Exhibition,ev_3029742 2023-11-23,Youth Voice for Freelancers,ev_2669616 2023-11-23,Facilitated School Trips to This is a Forest Exhibition,ev_3029743 -2023-11-24,Northern Dreaming Storytime Tour - Schools,ev_3052031 2023-11-24,Northern Dreaming Storytime Tour - Schools,ev_3052030 +2023-11-24,Northern Dreaming Storytime Tour - Schools,ev_3052031 2023-11-24,Hibiscus Rising Launch,ev_3074636 -2023-11-25,Northern Dreaming Storytime Tour - Communities,ev_3052123 2023-11-25,Northern Dreaming Storytime Tour - Communities,ev_3052124 +2023-11-25,Northern Dreaming Storytime Tour - Communities,ev_3052123 2023-11-27,Northern Dreaming Storytime Tour - Schools,ev_3052002 2023-11-27,Northern Dreaming Storytime Tour - Schools,ev_3052001 2023-11-27,And She Built a Crooked House – Schools Programme (In-School Facilitated Workshops),ev_3034661 @@ -183,55 +183,57 @@ event_date,event_name,event_id 2023-11-29,And She Built a Crooked House – Schools Programme (Exhibition Visit and Workshop),ev_3034631 2023-11-30,And She Built a Crooked House – Schools Programme (Exhibition Visit and Workshop),ev_3034632 2023-12-01,And She Built a Crooked House – Schools Programme (Exhibition Visit and Workshop),ev_3034633 -2023-12-01,Northern Dreaming Storytime Tour - Schools,ev_3052032 2023-12-01,Northern Dreaming Storytime Tour - Schools,ev_3052033 +2023-12-01,Northern Dreaming Storytime Tour - Schools,ev_3052032 2023-12-02,Northern Dreaming Storytime Tour - Communities,ev_3052126 2023-12-02,Northern Dreaming Storytime Tour - Communities,ev_3052125 -2023-12-04,Northern Dreaming Storytime Tour - Schools,ev_3052004 2023-12-04,Northern Dreaming Storytime Tour - Schools,ev_3052003 2023-12-04,Cultural Education Conference,ev_3073624 +2023-12-04,Northern Dreaming Storytime Tour - Schools,ev_3052004 2023-12-05,Moon Palace: School Days,ev_3011523 2023-12-05,Children's Day: Re-imagined Schools Tour,ev_2963290 -2023-12-06,Moon Palace: School Days,ev_3011524 +2023-12-05,LEEDS 2023: Festive Celebration,ev_3197549 2023-12-06,And She Built a Crooked House – Schools Programme (Exhibition Visit and Workshop),ev_3034634 +2023-12-06,Children's Day: Re-imagined Schools Tour,ev_2963295 +2023-12-06,Moon Palace: School Days,ev_3011524 2023-12-07,Moon Palace: School Days,ev_3011525 2023-12-08,And She Built a Crooked House – Schools Programme (Exhibition Visit and Workshop),ev_3034636 -2023-12-11,Northern Dreaming Storytime Tour - Schools,ev_3052005 2023-12-11,Northern Dreaming Storytime Tour - Schools,ev_3052006 -2023-12-12,Northern Dreaming Storytime Tour - Schools,ev_3052020 +2023-12-11,Northern Dreaming Storytime Tour - Schools,ev_3052005 2023-12-12,Northern Dreaming Storytime Tour - Schools,ev_3052021 -2023-12-13,And She Built a Crooked House – Schools Programme (Exhibition Visit and Workshop),ev_3034637 +2023-12-12,Northern Dreaming Storytime Tour - Schools,ev_3052020 2023-12-13,Moon Palace: School Days,ev_3011526 +2023-12-13,And She Built a Crooked House – Schools Programme (Exhibition Visit and Workshop),ev_3034637 2023-12-14,And She Built a Crooked House – Schools Programme (Exhibition Visit and Workshop),ev_3034638 2023-12-14,Moon Palace: School Days,ev_3011527 2023-12-15,And She Built a Crooked House – Schools Programme (Exhibition Visit and Workshop),ev_3034639 -2023-12-15,Northern Dreaming Storytime Tour - Schools,ev_3052036 2023-12-15,Northern Dreaming Storytime Tour - Schools,ev_3052035 +2023-12-15,Northern Dreaming Storytime Tour - Schools,ev_3052036 2023-12-18,Northern Dreaming Storytime Tour - Schools,ev_3052007 -2023-12-18,Moon Palace: After Dark Observation Session at Wetherby Sports Association,ev_2999873 2023-12-18,Northern Dreaming Storytime Tour - Schools,ev_3052008 +2023-12-18,Moon Palace: After Dark Observation Session at Wetherby Sports Association,ev_2999873 2023-12-18,Moon Palace: After Dark Observation Session at Wetherby Sports Association,ev_2999874 2023-12-19,Moon Palace: After Dark Observation Session at Farnley Hall Park,ev_2917362 -2023-12-19,Moon Palace: After Dark Observation Session at Farnley Hall Park,ev_2917361 2023-12-19,Northern Dreaming Storytime Tour - Communities,ev_3052129 2023-12-19,Northern Dreaming Storytime Tour - Communities,ev_3052130 -2023-12-20,"Moon Palace: After Dark Observation Session at Springhead Park, Rothwell",ev_3009222 +2023-12-19,Moon Palace: After Dark Observation Session at Farnley Hall Park,ev_2917361 2023-12-20,"Moon Palace: After Dark Observation Session at Springhead Park, Rothwell",ev_3009221 +2023-12-20,"Moon Palace: After Dark Observation Session at Springhead Park, Rothwell",ev_3009222 2023-12-22,The Gifting Preview,ev_3048970 2023-12-22,The Gifting,ev_3027783 -2023-12-26,The Gifting,ev_2994143 2023-12-26,The Gifting,ev_2994144 -2023-12-27,The Gifting,ev_2994146 +2023-12-26,The Gifting,ev_2994143 2023-12-27,The Gifting,ev_2994147 2023-12-27,The Gifting,ev_2994145 -2023-12-28,The Gifting,ev_2994132 -2023-12-28,The Gifting,ev_2994133 +2023-12-27,The Gifting,ev_2994146 2023-12-28,The Gifting,ev_2994134 -2023-12-29,The Gifting,ev_2994136 -2023-12-29,The Gifting,ev_2994137 +2023-12-28,The Gifting,ev_2994133 +2023-12-28,The Gifting,ev_2994132 2023-12-29,The Gifting,ev_2994135 +2023-12-29,The Gifting,ev_2994137 +2023-12-29,The Gifting,ev_2994136 2023-12-30,The Gifting,ev_2994141 -2023-12-30,The Gifting,ev_2994139 2023-12-30,The Gifting,ev_2994140 +2023-12-30,The Gifting,ev_2994139 2023-12-31,The Gifting,ev_2994150 2023-12-31,The Gifting,ev_2994149 diff --git a/data/metrics/events/tickets/orders.csv b/data/metrics/events/tickets/orders.csv index 51aa9e00..863ee4c8 100644 --- a/data/metrics/events/tickets/orders.csv +++ b/data/metrics/events/tickets/orders.csv @@ -4913,7 +4913,6 @@ created_at,event_id,event_date,number_of_tickets,ward_code 2023-10-13 20:56:03,ev_2917362,2023-12-19,2,E05001403 2023-10-13 21:25:40,ev_3027783,2023-12-22,1,E05011395 2023-10-13 21:32:16,ev_2917362,2023-12-19,1,E05011396 -2023-10-14 04:56:50,ev_3045586,2023-11-02,1,E05013831 2023-10-14 06:39:23,ev_3009222,2023-12-20,2,E05011410 2023-10-14 07:00:05,ev_3027783,2023-12-22,1,E05011385 2023-10-14 07:10:41,ev_2917362,2023-12-19,2,E05011406 @@ -5487,3 +5486,18 @@ created_at,event_id,event_date,number_of_tickets,ward_code 2023-11-02 09:49:47,ev_3027783,2023-12-22,3,E05011388 2023-11-02 09:51:25,ev_2912459,2023-11-04,2,E05001349 2023-11-02 10:18:47,ev_3027783,2023-12-22,2,E05001349 +2023-11-02 11:55:58,ev_3073624,2023-12-04,1,E05011400 +2023-11-02 13:25:21,ev_3074636,2023-11-24,1,E05012515 +2023-11-02 13:26:30,ev_3074636,2023-11-24,1,E05012515 +2023-11-02 13:27:10,ev_2912459,2023-11-04,2,E05011387 +2023-11-02 13:33:37,ev_3074636,2023-11-24,1,E05011405 +2023-11-02 14:00:33,ev_3074636,2023-11-24,1,E05011402 +2023-11-02 15:11:54,ev_2912459,2023-11-04,6,E05010872 +2023-11-02 15:13:48,ev_3073624,2023-12-04,1,E05011403 +2023-11-02 16:18:12,ev_3027783,2023-12-22,2,E05013831 +2023-11-02 17:01:59,ev_3073624,2023-12-04,2,E05011413 +2023-11-02 17:53:44,ev_3197549,2023-12-05,1,E05001349 +2023-11-02 18:11:52,ev_3197549,2023-12-05,1,E05011399 +2023-11-02 19:30:28,ev_2912459,2023-11-04,2,E05012841 +2023-11-02 22:29:21,ev_2912459,2023-11-04,4,E05011411 +2023-11-02 23:14:08,ev_2912459,2023-11-04,1,E05011397 diff --git a/docs/metrics/events/my-leeds-2023/_data/events/by_month.csv b/docs/metrics/events/my-leeds-2023/_data/events/by_month.csv index 94a6ffef..839b296a 100644 --- a/docs/metrics/events/my-leeds-2023/_data/events/by_month.csv +++ b/docs/metrics/events/my-leeds-2023/_data/events/by_month.csv @@ -13,4 +13,4 @@ month_ending,events,audience,cumulative_events,cumulative_audience 2023-07-31,19,13198,106,22584 2023-08-31,13,8225,119,30809 2023-09-30,5,4024,124,34833 -2023-10-31,3,700,127,35533 +2023-10-31,4,700,128,35533 diff --git a/docs/metrics/events/my-leeds-2023/_data/events/by_week.csv b/docs/metrics/events/my-leeds-2023/_data/events/by_week.csv index 614eff73..9a34d17d 100644 --- a/docs/metrics/events/my-leeds-2023/_data/events/by_week.csv +++ b/docs/metrics/events/my-leeds-2023/_data/events/by_week.csv @@ -57,5 +57,5 @@ week_ending,events,audience,cumulative_events,cumulative_audience 2023-09-22,2,3114,124,34833 2023-09-29,0,0,124,34833 2023-10-06,0,0,124,34833 -2023-10-13,0,0,124,34833 -2023-10-20,3,700,127,35533 +2023-10-13,1,0,125,34833 +2023-10-20,3,700,128,35533 diff --git a/docs/metrics/events/my-leeds-2023/_data/events/headlines.json b/docs/metrics/events/my-leeds-2023/_data/events/headlines.json index 09df72c6..94afc718 100644 --- a/docs/metrics/events/my-leeds-2023/_data/events/headlines.json +++ b/docs/metrics/events/my-leeds-2023/_data/events/headlines.json @@ -1,5 +1,5 @@ { - "total_events":127, + "total_events":128, "total_audience":35533, "ward_count":33, "earliest_date":"2022-08-31T00:00:00.000", diff --git a/docs/metrics/events/partner/_data/by_month.csv b/docs/metrics/events/partner/_data/by_month.csv index 972aca79..c73eff59 100644 --- a/docs/metrics/events/partner/_data/by_month.csv +++ b/docs/metrics/events/partner/_data/by_month.csv @@ -13,3 +13,4 @@ start_date,events,cumulative_events 2023-08-31,23,149 2023-09-30,27,176 2023-10-31,47,223 +2023-11-30,2,225 diff --git a/docs/metrics/events/partner/_data/by_ward.csv b/docs/metrics/events/partner/_data/by_ward.csv index e1b6d44f..361abe4d 100644 --- a/docs/metrics/events/partner/_data/by_ward.csv +++ b/docs/metrics/events/partner/_data/by_ward.csv @@ -12,4 +12,4 @@ E05011403,76 E05011413,2 E05011547,2 E05012647,11 -UNKNOWN,98 +UNKNOWN,100 diff --git a/docs/metrics/events/partner/_data/headline.json b/docs/metrics/events/partner/_data/headline.json index 317f7a94..9415b08f 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":223 + "latest_month":"2023-11-30T00:00:00.000", + "total_events":225 } \ No newline at end of file diff --git a/docs/metrics/events/signature/_data/headlines.json b/docs/metrics/events/signature/_data/headlines.json index 9ecebe69..25a06bbd 100644 --- a/docs/metrics/events/signature/_data/headlines.json +++ b/docs/metrics/events/signature/_data/headlines.json @@ -3,6 +3,6 @@ "total_attendances":8, "first_event":1661904000000, "latest_event":1698624000000, - "total_ticket_orders_for_events_to_date":4958, - "total_tickets_sold_for_events_to_date":10850 + "total_ticket_orders_for_events_to_date":4957, + "total_tickets_sold_for_events_to_date":10849 } \ No newline at end of file diff --git a/docs/metrics/events/signature/_data/tickets_by_event_date.csv b/docs/metrics/events/signature/_data/tickets_by_event_date.csv index aec28c98..5620e6ea 100644 --- a/docs/metrics/events/signature/_data/tickets_by_event_date.csv +++ b/docs/metrics/events/signature/_data/tickets_by_event_date.csv @@ -7,4 +7,4 @@ event_date,orders,tickets 2023-08-31,103,192 2023-09-30,1214,2249 2023-10-31,450,842 -2023-11-30,20,30 +2023-11-30,19,29 diff --git a/docs/metrics/events/signature/_data/tickets_by_ward.csv b/docs/metrics/events/signature/_data/tickets_by_ward.csv index d1864c3c..ec3045be 100644 --- a/docs/metrics/events/signature/_data/tickets_by_ward.csv +++ b/docs/metrics/events/signature/_data/tickets_by_ward.csv @@ -396,7 +396,7 @@ E05013789,1,1 E05013812,2,2 E05013828,1,2 E05013830,104,223 -E05013831,103,281 +E05013831,102,280 E05013866,2,4 E05013884,1,1 E05013943,1,2 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 0ebab46b..3f9a7d77 100644 --- a/docs/metrics/events/smeaton-300/_data/events/by_month.csv +++ b/docs/metrics/events/smeaton-300/_data/events/by_month.csv @@ -7,4 +7,4 @@ month_ending,events,audience,cumulative_events,cumulative_audience 2023-07-31,0,0,10,195 2023-08-31,9,612,19,807 2023-09-30,13,284,32,1091 -2023-10-31,24,1936,56,3027 +2023-10-31,23,1936,55,3027 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 710a8f54..fefd715e 100644 --- a/docs/metrics/events/smeaton-300/_data/events/by_week.csv +++ b/docs/metrics/events/smeaton-300/_data/events/by_week.csv @@ -34,7 +34,7 @@ week_ending,events,audience,cumulative_events,cumulative_audience 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 -2023-10-20,3,160,44,2730 -2023-10-27,10,166,54,2896 -2023-11-03,2,131,56,3027 +2023-10-13,0,0,40,2570 +2023-10-20,3,160,43,2730 +2023-10-27,10,166,53,2896 +2023-11-03,2,131,55,3027 diff --git a/docs/metrics/events/smeaton-300/_data/events/headlines.json b/docs/metrics/events/smeaton-300/_data/events/headlines.json index 7a416e05..422a61c5 100644 --- a/docs/metrics/events/smeaton-300/_data/events/headlines.json +++ b/docs/metrics/events/smeaton-300/_data/events/headlines.json @@ -1,5 +1,5 @@ { - "total_events":56, + "total_events":55, "total_audience":3027, "ward_count":10, "earliest_date":"2023-02-06T00:00:00.000", diff --git a/scripts/dashboard/community/dvc.lock b/scripts/dashboard/community/dvc.lock index d3b51be5..c15ad9e2 100644 --- a/scripts/dashboard/community/dvc.lock +++ b/scripts/dashboard/community/dvc.lock @@ -17,8 +17,8 @@ stages: size: 630 - path: docs/metrics/events/partner/_data/by_ward.csv hash: md5 - md5: eb1aa68bb791bbbf40eaab459c523fb8 - size: 187 + md5: d86bd398209343273bfd199d59b76d14 + size: 188 - path: docs/metrics/events/the-barn/_data/events/by_ward.csv hash: md5 md5: a93136f5d2cbe6e51468d99d0207a372 diff --git a/scripts/metrics/community/dvc.lock b/scripts/metrics/community/dvc.lock index b9b414ab..0eacaf65 100644 --- a/scripts/metrics/community/dvc.lock +++ b/scripts/metrics/community/dvc.lock @@ -10,14 +10,14 @@ stages: outs: - path: ../../../working/metrics/community/events.csv hash: md5 - md5: 4bea61fb3daa35be383f6306d871bc1b + md5: ae08e562ef11173566fcbed71fe94485 size: 280643 transform: cmd: papermill transform.ipynb ../../../working/output/community-transform.ipynb deps: - path: ../../../working/metrics/community/events.csv hash: md5 - md5: 4bea61fb3daa35be383f6306d871bc1b + md5: ae08e562ef11173566fcbed71fe94485 size: 280643 - path: transform.ipynb hash: md5 diff --git a/scripts/metrics/events/scheduled/dvc.lock b/scripts/metrics/events/scheduled/dvc.lock index b8cc06a5..622dcf6b 100644 --- a/scripts/metrics/events/scheduled/dvc.lock +++ b/scripts/metrics/events/scheduled/dvc.lock @@ -14,29 +14,29 @@ stages: outs: - path: working/metrics/events/all.csv hash: md5 - md5: 003b8c869bd89ec32ee3ba2143911045 - size: 374945 + md5: 84c61483558fbc99dc32d1068acb583e + size: 375019 transform: cmd: PYTHONPATH=. python3 scripts/metrics/events/scheduled/transform.py deps: - path: lib/util/ hash: md5 - md5: c29f173f8ef9871a71c87e431c14f4e5.dir - size: 5093 - nfiles: 4 + md5: 1716a8255a4563e6111e07666ced83f0.dir + size: 2040 + nfiles: 2 - path: scripts/metrics/events/scheduled/transform.py hash: md5 md5: 524e279ace334758487c53542086d809 size: 676 - path: working/metrics/events/all.csv hash: md5 - md5: 003b8c869bd89ec32ee3ba2143911045 - size: 374945 + md5: 84c61483558fbc99dc32d1068acb583e + size: 375019 outs: - path: data/metrics/events/master/all.csv hash: md5 - md5: 31470a69ef0b26f57bc6fd7aed9b6f4c - size: 327016 + md5: cf900c97a1b30e6614215017071061a5 + size: 327090 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 9396bef3..b802bebf 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: 4efa4100c452b360eb15b4aef89df378 - size: 326491 + md5: cf900c97a1b30e6614215017071061a5 + size: 327090 - path: ../../../../lib/util/ hash: md5 md5: 1716a8255a4563e6111e07666ced83f0.dir @@ -23,7 +23,7 @@ stages: outs: - path: ../../../../docs/metrics/events/my-leeds-2023/_data/events/by_month.csv hash: md5 - md5: 234809e0d6989269c64a2801a276fc07 + md5: 6080caca6aeab09107b68c752fdb8e3c size: 426 - path: ../../../../docs/metrics/events/my-leeds-2023/_data/events/by_ward.csv hash: md5 @@ -31,19 +31,19 @@ stages: size: 630 - path: ../../../../docs/metrics/events/my-leeds-2023/_data/events/by_week.csv hash: md5 - md5: 1f1057c85f0fb737f57f296b8a6836fd + md5: a7332eac760e9db5c60643e197ff61b5 size: 1455 - path: ../../../../docs/metrics/events/my-leeds-2023/_data/events/headlines.json hash: md5 - md5: ac67e070f261639d57387b5ee2183ef1 + md5: f374dd6eebc7bb3cb7b3567288833dcc size: 157 prepare@the-barn: cmd: papermill the-barn.ipynb ../../../../working/output/the-barn.ipynb deps: - path: ../../../../data/metrics/events/master/all.csv hash: md5 - md5: 4efa4100c452b360eb15b4aef89df378 - size: 326491 + md5: cf900c97a1b30e6614215017071061a5 + size: 327090 - path: ../../../../lib/util/ hash: md5 md5: 1716a8255a4563e6111e07666ced83f0.dir @@ -79,12 +79,12 @@ stages: deps: - path: ../../../../data/metrics/events/master/all.csv hash: md5 - md5: 4efa4100c452b360eb15b4aef89df378 - size: 326491 + md5: cf900c97a1b30e6614215017071061a5 + size: 327090 - path: ../../../../data/metrics/events/tickets/orders.csv hash: md5 - md5: 6584583411a3acf7dff792d11a6cfaea - size: 295059 + md5: dc6866b2ca5ef3229533975ccd5dae2f + size: 296085 - path: events.py hash: md5 md5: 25a51096f645446456576c2b95f6e38a @@ -104,23 +104,23 @@ stages: size: 512 - path: ../../../../docs/metrics/events/signature/_data/headlines.json hash: md5 - md5: a714535b6f197ca88572ca1ceaa6a1e3 + md5: eee94b6001ab50c7c68b94f4b55609c7 size: 210 - path: ../../../../docs/metrics/events/signature/_data/tickets_by_event_date.csv hash: md5 - md5: a4af84f2ef22e6a83d5dd9d290fd77b3 + md5: 54c560f321859ee5086646a645e511ad size: 198 - path: ../../../../docs/metrics/events/signature/_data/tickets_by_ward.csv hash: md5 - md5: 3e225af8272a00d74b9cc462fac9a25f + md5: 1cc418c5b1f2794d46274ccc7dca2cd8 size: 6112 prepare@nest: cmd: papermill nest.ipynb ../../../../working/output/nest.ipynb deps: - path: ../../../../data/metrics/events/master/all.csv hash: md5 - md5: 4efa4100c452b360eb15b4aef89df378 - size: 326491 + md5: cf900c97a1b30e6614215017071061a5 + size: 327090 - path: ../../../../lib/util/ hash: md5 md5: 1716a8255a4563e6111e07666ced83f0.dir @@ -156,8 +156,8 @@ stages: deps: - path: ../../../../data/metrics/events/master/all.csv hash: md5 - md5: 4efa4100c452b360eb15b4aef89df378 - size: 326491 + md5: cf900c97a1b30e6614215017071061a5 + size: 327090 - path: ../../../../lib/util/ hash: md5 md5: 1716a8255a4563e6111e07666ced83f0.dir @@ -193,8 +193,8 @@ stages: deps: - path: ../../../../data/metrics/events/master/all.csv hash: md5 - md5: 4efa4100c452b360eb15b4aef89df378 - size: 326491 + md5: cf900c97a1b30e6614215017071061a5 + size: 327090 - path: ../../../../lib/util/ hash: md5 md5: 1716a8255a4563e6111e07666ced83f0.dir @@ -211,7 +211,7 @@ stages: outs: - path: ../../../../docs/metrics/events/smeaton-300/_data/events/by_month.csv hash: md5 - md5: 1e55a46a75003270a93f8a7f2eb5bfb1 + md5: c0180c663ce5876071e8de302cfef2e5 size: 266 - path: ../../../../docs/metrics/events/smeaton-300/_data/events/by_ward.csv hash: md5 @@ -219,9 +219,9 @@ stages: size: 199 - path: ../../../../docs/metrics/events/smeaton-300/_data/events/by_week.csv hash: md5 - md5: 4acd1fa51cc7958b2a172ae0e177407c + md5: a655a3972e5177b2c30f63ac2c31f097 size: 899 - path: ../../../../docs/metrics/events/smeaton-300/_data/events/headlines.json hash: md5 - md5: d06e07218c879d860f77a6885842a839 + md5: d441071d31f3c92727242b72fdd1e0ed size: 155 diff --git a/scripts/metrics/events/ticketing/dvc.lock b/scripts/metrics/events/ticketing/dvc.lock index aa6b59fb..a353852f 100644 --- a/scripts/metrics/events/ticketing/dvc.lock +++ b/scripts/metrics/events/ticketing/dvc.lock @@ -18,25 +18,25 @@ stages: outs: - path: ../../../../working/metrics/ticketing/orders.csv hash: md5 - md5: 4ceb9a64dd09d2ebd455355bc5091554 - size: 654172 + md5: a863ebbff87729177f757cf66ba90fd6 + size: 656067 transform: cmd: papermill tickets.ipynb ../../../../working/output/tickets-transform.ipynb deps: - path: ../../../../working/metrics/ticketing/orders.csv hash: md5 - md5: 4ceb9a64dd09d2ebd455355bc5091554 - size: 654172 + md5: a863ebbff87729177f757cf66ba90fd6 + size: 656067 - path: pipes.py hash: md5 md5: 564a48f276d11d6a64b72b71f5e50c66 size: 714 - path: tickets.ipynb hash: md5 - md5: 06c99edacc51d39a5382112a1b339a2c - size: 304456 + md5: aac125fd2b4ba0ea6abf11b6660e6161 + size: 494730 outs: - path: ../../../../data/metrics/events/tickets/orders.csv hash: md5 - md5: 61c96de84dac703299b2bc79eb52f066 - size: 295329 + md5: dc6866b2ca5ef3229533975ccd5dae2f + size: 296085 diff --git a/scripts/metrics/partner-events/dvc.lock b/scripts/metrics/partner-events/dvc.lock index 40b02bfc..94e3c5f2 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: 92e6a54e8d04d2f5ad17e8b653314466 - size: 14202 + md5: acae3fb78bd5d08c0caa0c5fc9f5c4cb + size: 14287 prepare: cmd: PYTHONPATH=. python3 scripts/metrics/partner-events/prepare.py deps: - path: data/metrics/events/partner-events/events.csv hash: md5 - md5: 92e6a54e8d04d2f5ad17e8b653314466 - size: 14202 + md5: acae3fb78bd5d08c0caa0c5fc9f5c4cb + size: 14287 - 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: 116eea6fbb9efb94bbaac61e0ef5002b - size: 266 + md5: b4fd94cbd49f271066ce0238aff87aa3 + size: 283 - path: docs/metrics/events/partner/_data/by_ward.csv hash: md5 - md5: eb1aa68bb791bbbf40eaab459c523fb8 - size: 187 + md5: d86bd398209343273bfd199d59b76d14 + size: 188 - path: docs/metrics/events/partner/_data/headline.json hash: md5 - md5: 95fc12acced1527fb113fe7f2c2d6083 + md5: a635cb91d4972f20e689dda570200d68 size: 68 diff --git a/working/output/childrens-day.ipynb b/working/output/childrens-day.ipynb index 0ab2ab7d..8b4a6732 100644 --- a/working/output/childrens-day.ipynb +++ b/working/output/childrens-day.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "markdown", - "id": "38a89cb8", + "id": "d1325b31", "metadata": { "papermill": { - "duration": 0.002025, - "end_time": "2023-11-01T23:39:22.910979", + "duration": 0.002253, + "end_time": "2023-11-02T23:38:19.004344", "exception": false, - "start_time": "2023-11-01T23:39:22.908954", + "start_time": "2023-11-02T23:38:19.002091", "status": "completed" }, "tags": [] @@ -20,19 +20,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "16c3e004", + "id": "5af16232", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:22.915267Z", - "iopub.status.busy": "2023-11-01T23:39:22.914829Z", - "iopub.status.idle": "2023-11-01T23:39:30.137678Z", - "shell.execute_reply": "2023-11-01T23:39:30.136964Z" + "iopub.execute_input": "2023-11-02T23:38:19.009613Z", + "iopub.status.busy": "2023-11-02T23:38:19.009032Z", + "iopub.status.idle": "2023-11-02T23:38:29.816150Z", + "shell.execute_reply": "2023-11-02T23:38:29.815469Z" }, "papermill": { - "duration": 7.226959, - "end_time": "2023-11-01T23:39:30.139424", + "duration": 10.811747, + "end_time": "2023-11-02T23:38:29.817982", "exception": false, - "start_time": "2023-11-01T23:39:22.912465", + "start_time": "2023-11-02T23:38:19.006235", "status": "completed" }, "tags": [] @@ -47,13 +47,13 @@ }, { "cell_type": "markdown", - "id": "70643452", + "id": "041a3476", "metadata": { "papermill": { - "duration": 0.00135, - "end_time": "2023-11-01T23:39:30.142402", + "duration": 0.001988, + "end_time": "2023-11-02T23:38:29.821894", "exception": false, - "start_time": "2023-11-01T23:39:30.141052", + "start_time": "2023-11-02T23:38:29.819906", "status": "completed" }, "tags": [] @@ -65,19 +65,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "b491b2f1", + "id": "4d56c678", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:30.146321Z", - "iopub.status.busy": "2023-11-01T23:39:30.145789Z", - "iopub.status.idle": "2023-11-01T23:39:30.149117Z", - "shell.execute_reply": "2023-11-01T23:39:30.148525Z" + "iopub.execute_input": "2023-11-02T23:38:29.826299Z", + "iopub.status.busy": "2023-11-02T23:38:29.826057Z", + "iopub.status.idle": "2023-11-02T23:38:29.829659Z", + "shell.execute_reply": "2023-11-02T23:38:29.829008Z" }, "papermill": { - "duration": 0.006797, - "end_time": "2023-11-01T23:39:30.150496", + "duration": 0.007812, + "end_time": "2023-11-02T23:38:29.831301", "exception": false, - "start_time": "2023-11-01T23:39:30.143699", + "start_time": "2023-11-02T23:38:29.823489", "status": "completed" }, "tags": [] @@ -89,13 +89,13 @@ }, { "cell_type": "markdown", - "id": "b5fb6439", + "id": "2aaa8122", "metadata": { "papermill": { - "duration": 0.001256, - "end_time": "2023-11-01T23:39:30.153072", + "duration": 0.001587, + "end_time": "2023-11-02T23:38:29.834555", "exception": false, - "start_time": "2023-11-01T23:39:30.151816", + "start_time": "2023-11-02T23:38:29.832968", "status": "completed" }, "tags": [] @@ -112,19 +112,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "c7015596", + "id": "f195440d", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:30.156456Z", - "iopub.status.busy": "2023-11-01T23:39:30.156274Z", - "iopub.status.idle": "2023-11-01T23:39:30.190853Z", - "shell.execute_reply": "2023-11-01T23:39:30.190124Z" + "iopub.execute_input": "2023-11-02T23:38:29.839106Z", + "iopub.status.busy": "2023-11-02T23:38:29.838553Z", + "iopub.status.idle": "2023-11-02T23:38:29.881417Z", + "shell.execute_reply": "2023-11-02T23:38:29.880752Z" }, "papermill": { - "duration": 0.03781, - "end_time": "2023-11-01T23:39:30.192218", + "duration": 0.047521, + "end_time": "2023-11-02T23:38:29.883679", "exception": false, - "start_time": "2023-11-01T23:39:30.154408", + "start_time": "2023-11-02T23:38:29.836158", "status": "completed" }, "tags": [] @@ -1360,52 +1360,52 @@ "991 ['Season 2 - Playing'] 2023-07-14 \n", "1163 ['Season 3 - Dreaming'] 2023-09-21 \n", "\n", - " ticket_tailor_id ward_(from_venue) \n", - "5 NaN ['Hunslet and Riverside'] \n", - "6 NaN ['Hunslet and Riverside'] \n", - "23 NaN NaN \n", - "24 NaN ['Hunslet and Riverside'] \n", - "32 NaN ['Hunslet and Riverside'] \n", - "39 NaN ['Hunslet and Riverside'] \n", - "48 NaN ['Hunslet and Riverside'] \n", - "72 NaN ['Hunslet and Riverside'] \n", - "97 NaN ['Hunslet and Riverside'] \n", - "123 NaN ['Hunslet and Riverside'] \n", - "162 NaN ['Hunslet and Riverside'] \n", - "179 NaN ['Hunslet and Riverside'] \n", - "180 NaN ['Hunslet and Riverside'] \n", - "182 NaN NaN \n", - "185 NaN NaN \n", - "225 NaN ['Hunslet and Riverside'] \n", - "448 NaN NaN \n", - "465 NaN NaN \n", - "564 NaN NaN \n", - "565 NaN NaN \n", - "567 NaN NaN \n", - "568 NaN NaN \n", - "569 NaN NaN \n", - "570 NaN NaN \n", - "571 NaN NaN \n", - "572 NaN NaN \n", - "573 NaN NaN \n", - "574 NaN NaN \n", - "575 NaN NaN \n", - "576 NaN NaN \n", - "577 NaN NaN \n", - "578 NaN NaN \n", - "579 NaN NaN \n", - "580 NaN NaN \n", - "581 NaN NaN \n", - "582 NaN NaN \n", - "627 NaN ['Hunslet and Riverside'] \n", - "652 NaN ['Hunslet and Riverside'] \n", - "785 NaN ['Hunslet and Riverside'] \n", - "795 NaN NaN \n", - "804 NaN NaN \n", - "805 NaN NaN \n", - "915 NaN NaN \n", - "991 NaN ['Roundhay'] \n", - "1163 NaN ['Hunslet and Riverside'] " + " ticket_tailor_id ward_(from_venue) \n", + "5 NaN ['Hunslet and Riverside'] \n", + "6 NaN ['Hunslet and Riverside'] \n", + "23 NaN NaN \n", + "24 NaN ['Hunslet and Riverside'] \n", + "32 NaN ['Hunslet and Riverside'] \n", + "39 NaN ['Hunslet and Riverside'] \n", + "48 NaN ['Hunslet and Riverside'] \n", + "72 NaN ['Hunslet and Riverside'] \n", + "97 NaN ['Hunslet and Riverside'] \n", + "123 NaN ['Hunslet and Riverside'] \n", + "162 NaN ['Hunslet and Riverside'] \n", + "179 NaN ['Hunslet and Riverside'] \n", + "180 NaN ['Hunslet and Riverside'] \n", + "182 NaN NaN \n", + "185 NaN NaN \n", + "225 NaN ['Hunslet and Riverside'] \n", + "448 NaN NaN \n", + "465 NaN NaN \n", + "564 NaN NaN \n", + "565 NaN NaN \n", + "567 NaN NaN \n", + "568 NaN NaN \n", + "569 NaN NaN \n", + "570 NaN NaN \n", + "571 NaN NaN \n", + "572 NaN NaN \n", + "573 NaN NaN \n", + "574 NaN NaN \n", + "575 NaN NaN \n", + "576 NaN NaN \n", + "577 NaN NaN \n", + "578 NaN NaN \n", + "579 NaN NaN \n", + "580 NaN NaN \n", + "581 NaN NaN \n", + "582 NaN NaN \n", + "627 NaN ['Hunslet and Riverside'] \n", + "652 NaN ['Hunslet and Riverside'] \n", + "785 NaN ['Hunslet and Riverside'] \n", + "795 NaN NaN \n", + "804 NaN NaN \n", + "805 NaN NaN \n", + "915 NaN NaN \n", + "991 NaN ['Roundhay'] \n", + "1163 NaN ['Hunslet and Riverside'] " ] }, "execution_count": 3, @@ -1421,13 +1421,13 @@ }, { "cell_type": "markdown", - "id": "d2d5c2ee", + "id": "498743bc", "metadata": { "papermill": { - "duration": 0.002166, - "end_time": "2023-11-01T23:39:30.196880", + "duration": 0.002865, + "end_time": "2023-11-02T23:38:29.889560", "exception": false, - "start_time": "2023-11-01T23:39:30.194714", + "start_time": "2023-11-02T23:38:29.886695", "status": "completed" }, "tags": [] @@ -1439,19 +1439,19 @@ { "cell_type": "code", "execution_count": 4, - "id": "89987042", + "id": "a93e15ca", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:30.202210Z", - "iopub.status.busy": "2023-11-01T23:39:30.202019Z", - "iopub.status.idle": "2023-11-01T23:39:30.227586Z", - "shell.execute_reply": "2023-11-01T23:39:30.227090Z" + "iopub.execute_input": "2023-11-02T23:38:29.896553Z", + "iopub.status.busy": "2023-11-02T23:38:29.895884Z", + "iopub.status.idle": "2023-11-02T23:38:29.926884Z", + "shell.execute_reply": "2023-11-02T23:38:29.925958Z" }, "papermill": { - "duration": 0.029742, - "end_time": "2023-11-01T23:39:30.228900", + "duration": 0.036168, + "end_time": "2023-11-02T23:38:29.928479", "exception": false, - "start_time": "2023-11-01T23:39:30.199158", + "start_time": "2023-11-02T23:38:29.892311", "status": "completed" }, "tags": [] @@ -1482,14 +1482,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 8.773318, - "end_time": "2023-11-01T23:39:30.447270", + "duration": 12.600389, + "end_time": "2023-11-02T23:38:30.249016", "environment_variables": {}, "exception": null, "input_path": "childrens-day.ipynb", "output_path": "../../../../working/output/childrens-day.ipynb", "parameters": {}, - "start_time": "2023-11-01T23:39:21.673952", + "start_time": "2023-11-02T23:38:17.648627", "version": "2.4.0" } }, diff --git a/working/output/community-transform.ipynb b/working/output/community-transform.ipynb index 8c3a50c3..12a298d3 100644 --- a/working/output/community-transform.ipynb +++ b/working/output/community-transform.ipynb @@ -3,19 +3,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "717329af", + "id": "8577b0bb", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:25.580020Z", - "iopub.status.busy": "2023-11-01T23:37:25.579551Z", - "iopub.status.idle": "2023-11-01T23:37:25.586956Z", - "shell.execute_reply": "2023-11-01T23:37:25.586337Z" + "iopub.execute_input": "2023-11-02T23:40:53.608638Z", + "iopub.status.busy": "2023-11-02T23:40:53.608091Z", + "iopub.status.idle": "2023-11-02T23:40:53.616717Z", + "shell.execute_reply": "2023-11-02T23:40:53.615991Z" }, "papermill": { - "duration": 0.012356, - "end_time": "2023-11-01T23:37:25.588449", + "duration": 0.014069, + "end_time": "2023-11-02T23:40:53.618332", "exception": false, - "start_time": "2023-11-01T23:37:25.576093", + "start_time": "2023-11-02T23:40:53.604263", "status": "completed" }, "tags": [] @@ -32,19 +32,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "e31507da", + "id": "aa54ded8", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:25.593333Z", - "iopub.status.busy": "2023-11-01T23:37:25.592959Z", - "iopub.status.idle": "2023-11-01T23:37:32.897056Z", - "shell.execute_reply": "2023-11-01T23:37:32.896417Z" + "iopub.execute_input": "2023-11-02T23:40:53.624283Z", + "iopub.status.busy": "2023-11-02T23:40:53.623686Z", + "iopub.status.idle": "2023-11-02T23:41:03.955039Z", + "shell.execute_reply": "2023-11-02T23:41:03.954345Z" }, "papermill": { - "duration": 7.308233, - "end_time": "2023-11-01T23:37:32.898673", + "duration": 10.336028, + "end_time": "2023-11-02T23:41:03.956816", "exception": false, - "start_time": "2023-11-01T23:37:25.590440", + "start_time": "2023-11-02T23:40:53.620788", "status": "completed" }, "tags": [] @@ -60,19 +60,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "aba76042", + "id": "e5a4e663", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:32.903611Z", - "iopub.status.busy": "2023-11-01T23:37:32.903262Z", - "iopub.status.idle": "2023-11-01T23:37:32.918489Z", - "shell.execute_reply": "2023-11-01T23:37:32.917877Z" + "iopub.execute_input": "2023-11-02T23:41:03.963227Z", + "iopub.status.busy": "2023-11-02T23:41:03.962757Z", + "iopub.status.idle": "2023-11-02T23:41:03.981902Z", + "shell.execute_reply": "2023-11-02T23:41:03.981303Z" }, "papermill": { - "duration": 0.019122, - "end_time": "2023-11-01T23:37:32.919795", + "duration": 0.024269, + "end_time": "2023-11-02T23:41:03.983510", "exception": false, - "start_time": "2023-11-01T23:37:32.900673", + "start_time": "2023-11-02T23:41:03.959241", "status": "completed" }, "tags": [] @@ -86,19 +86,19 @@ { "cell_type": "code", "execution_count": 4, - "id": "a30442a7", + "id": "25e56d9e", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:32.924309Z", - "iopub.status.busy": "2023-11-01T23:37:32.923878Z", - "iopub.status.idle": "2023-11-01T23:37:32.932836Z", - "shell.execute_reply": "2023-11-01T23:37:32.932226Z" + "iopub.execute_input": "2023-11-02T23:41:03.988886Z", + "iopub.status.busy": "2023-11-02T23:41:03.988658Z", + "iopub.status.idle": "2023-11-02T23:41:03.999210Z", + "shell.execute_reply": "2023-11-02T23:41:03.998600Z" }, "papermill": { - "duration": 0.012777, - "end_time": "2023-11-01T23:37:32.934320", + "duration": 0.014982, + "end_time": "2023-11-02T23:41:04.000694", "exception": false, - "start_time": "2023-11-01T23:37:32.921543", + "start_time": "2023-11-02T23:41:03.985712", "status": "completed" }, "tags": [] @@ -111,19 +111,19 @@ { "cell_type": "code", "execution_count": 5, - "id": "f8715a35", + "id": "368078f1", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:32.938894Z", - "iopub.status.busy": "2023-11-01T23:37:32.938497Z", - "iopub.status.idle": "2023-11-01T23:37:32.957835Z", - "shell.execute_reply": "2023-11-01T23:37:32.957239Z" + "iopub.execute_input": "2023-11-02T23:41:04.006349Z", + "iopub.status.busy": "2023-11-02T23:41:04.005929Z", + "iopub.status.idle": "2023-11-02T23:41:04.030491Z", + "shell.execute_reply": "2023-11-02T23:41:04.029896Z" }, "papermill": { - "duration": 0.02315, - "end_time": "2023-11-01T23:37:32.959221", + "duration": 0.029092, + "end_time": "2023-11-02T23:41:04.032020", "exception": false, - "start_time": "2023-11-01T23:37:32.936071", + "start_time": "2023-11-02T23:41:04.002928", "status": "completed" }, "tags": [] @@ -139,19 +139,19 @@ { "cell_type": "code", "execution_count": 6, - "id": "b694b67f", + "id": "5c96ebc5", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:32.963979Z", - "iopub.status.busy": "2023-11-01T23:37:32.963532Z", - "iopub.status.idle": "2023-11-01T23:37:32.968980Z", - "shell.execute_reply": "2023-11-01T23:37:32.968479Z" + "iopub.execute_input": "2023-11-02T23:41:04.037709Z", + "iopub.status.busy": "2023-11-02T23:41:04.037363Z", + "iopub.status.idle": "2023-11-02T23:41:04.043928Z", + "shell.execute_reply": "2023-11-02T23:41:04.043337Z" }, "papermill": { - "duration": 0.009266, - "end_time": "2023-11-01T23:37:32.970278", + "duration": 0.011224, + "end_time": "2023-11-02T23:41:04.045516", "exception": false, - "start_time": "2023-11-01T23:37:32.961012", + "start_time": "2023-11-02T23:41:04.034292", "status": "completed" }, "tags": [] @@ -165,13 +165,13 @@ }, { "cell_type": "markdown", - "id": "5678eb6d", + "id": "838fe07d", "metadata": { "papermill": { - "duration": 0.001741, - "end_time": "2023-11-01T23:37:32.973826", + "duration": 0.0022, + "end_time": "2023-11-02T23:41:04.049984", "exception": false, - "start_time": "2023-11-01T23:37:32.972085", + "start_time": "2023-11-02T23:41:04.047784", "status": "completed" }, "tags": [] @@ -183,19 +183,19 @@ { "cell_type": "code", "execution_count": 7, - "id": "66ec1364", + "id": "7520da46", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:32.978464Z", - "iopub.status.busy": "2023-11-01T23:37:32.978107Z", - "iopub.status.idle": "2023-11-01T23:37:32.990690Z", - "shell.execute_reply": "2023-11-01T23:37:32.990025Z" + "iopub.execute_input": "2023-11-02T23:41:04.055597Z", + "iopub.status.busy": "2023-11-02T23:41:04.055176Z", + "iopub.status.idle": "2023-11-02T23:41:04.070146Z", + "shell.execute_reply": "2023-11-02T23:41:04.069606Z" }, "papermill": { - "duration": 0.016288, - "end_time": "2023-11-01T23:37:32.991945", + "duration": 0.019652, + "end_time": "2023-11-02T23:41:04.071843", "exception": false, - "start_time": "2023-11-01T23:37:32.975657", + "start_time": "2023-11-02T23:41:04.052191", "status": "completed" }, "tags": [] @@ -352,13 +352,13 @@ }, { "cell_type": "markdown", - "id": "a8f4ebd5", + "id": "3552566a", "metadata": { "papermill": { - "duration": 0.002043, - "end_time": "2023-11-01T23:37:32.996829", + "duration": 0.002912, + "end_time": "2023-11-02T23:41:04.078381", "exception": false, - "start_time": "2023-11-01T23:37:32.994786", + "start_time": "2023-11-02T23:41:04.075469", "status": "completed" }, "tags": [] @@ -370,19 +370,19 @@ { "cell_type": "code", "execution_count": 8, - "id": "a2aceba4", + "id": "ddc6f980", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:33.002300Z", - "iopub.status.busy": "2023-11-01T23:37:33.001917Z", - "iopub.status.idle": "2023-11-01T23:37:33.012179Z", - "shell.execute_reply": "2023-11-01T23:37:33.011632Z" + "iopub.execute_input": "2023-11-02T23:41:04.085036Z", + "iopub.status.busy": "2023-11-02T23:41:04.084355Z", + "iopub.status.idle": "2023-11-02T23:41:04.095822Z", + "shell.execute_reply": "2023-11-02T23:41:04.095175Z" }, "papermill": { - "duration": 0.014357, - "end_time": "2023-11-01T23:37:33.013440", + "duration": 0.016501, + "end_time": "2023-11-02T23:41:04.097453", "exception": false, - "start_time": "2023-11-01T23:37:32.999083", + "start_time": "2023-11-02T23:41:04.080952", "status": "completed" }, "tags": [] @@ -540,13 +540,13 @@ { "cell_type": "code", "execution_count": null, - "id": "35d30788", + "id": "570facd9", "metadata": { "papermill": { - "duration": 0.003122, - "end_time": "2023-11-01T23:37:33.018989", + "duration": 0.002725, + "end_time": "2023-11-02T23:41:04.103057", "exception": false, - "start_time": "2023-11-01T23:37:33.015867", + "start_time": "2023-11-02T23:41:04.100332", "status": "completed" }, "tags": [] @@ -557,13 +557,13 @@ { "cell_type": "code", "execution_count": null, - "id": "2a984cd3", + "id": "a536b7f8", "metadata": { "papermill": { - "duration": 0.002206, - "end_time": "2023-11-01T23:37:33.023465", + "duration": 0.00272, + "end_time": "2023-11-02T23:41:04.108648", "exception": false, - "start_time": "2023-11-01T23:37:33.021259", + "start_time": "2023-11-02T23:41:04.105928", "status": "completed" }, "tags": [] @@ -592,14 +592,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 8.90494, - "end_time": "2023-11-01T23:37:33.241270", + "duration": 12.176567, + "end_time": "2023-11-02T23:41:04.428204", "environment_variables": {}, "exception": null, "input_path": "transform.ipynb", "output_path": "../../../working/output/community-transform.ipynb", "parameters": {}, - "start_time": "2023-11-01T23:37:24.336330", + "start_time": "2023-11-02T23:40:52.251637", "version": "2.4.0" } }, diff --git a/working/output/my-leeds-2023.ipynb b/working/output/my-leeds-2023.ipynb index 2668c6e7..c43719b5 100644 --- a/working/output/my-leeds-2023.ipynb +++ b/working/output/my-leeds-2023.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "markdown", - "id": "62b9da13", + "id": "6b00a909", "metadata": { "papermill": { - "duration": 0.002543, - "end_time": "2023-11-01T23:36:37.252934", + "duration": 0.003418, + "end_time": "2023-11-02T23:36:52.074129", "exception": false, - "start_time": "2023-11-01T23:36:37.250391", + "start_time": "2023-11-02T23:36:52.070711", "status": "completed" }, "tags": [] @@ -22,19 +22,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "74299d01", + "id": "7c95d5f8", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:36:37.258373Z", - "iopub.status.busy": "2023-11-01T23:36:37.258120Z", - "iopub.status.idle": "2023-11-01T23:36:44.554440Z", - "shell.execute_reply": "2023-11-01T23:36:44.553757Z" + "iopub.execute_input": "2023-11-02T23:36:52.081114Z", + "iopub.status.busy": "2023-11-02T23:36:52.080427Z", + "iopub.status.idle": "2023-11-02T23:37:02.413436Z", + "shell.execute_reply": "2023-11-02T23:37:02.412763Z" }, "papermill": { - "duration": 7.300906, - "end_time": "2023-11-01T23:36:44.556025", + "duration": 10.338426, + "end_time": "2023-11-02T23:37:02.415231", "exception": false, - "start_time": "2023-11-01T23:36:37.255119", + "start_time": "2023-11-02T23:36:52.076805", "status": "completed" }, "tags": [] @@ -49,13 +49,13 @@ }, { "cell_type": "markdown", - "id": "5e7289e9", + "id": "0500a9e9", "metadata": { "papermill": { - "duration": 0.001927, - "end_time": "2023-11-01T23:36:44.560319", + "duration": 0.002947, + "end_time": "2023-11-02T23:37:02.420961", "exception": false, - "start_time": "2023-11-01T23:36:44.558392", + "start_time": "2023-11-02T23:37:02.418014", "status": "completed" }, "tags": [] @@ -67,19 +67,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "44c7551d", + "id": "cbb16b92", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:36:44.565468Z", - "iopub.status.busy": "2023-11-01T23:36:44.565046Z", - "iopub.status.idle": "2023-11-01T23:36:44.568165Z", - "shell.execute_reply": "2023-11-01T23:36:44.567556Z" + "iopub.execute_input": "2023-11-02T23:37:02.427019Z", + "iopub.status.busy": "2023-11-02T23:37:02.426611Z", + "iopub.status.idle": "2023-11-02T23:37:02.429988Z", + "shell.execute_reply": "2023-11-02T23:37:02.429416Z" }, "papermill": { - "duration": 0.007133, - "end_time": "2023-11-01T23:36:44.569459", + "duration": 0.008226, + "end_time": "2023-11-02T23:37:02.431572", "exception": false, - "start_time": "2023-11-01T23:36:44.562326", + "start_time": "2023-11-02T23:37:02.423346", "status": "completed" }, "tags": [] @@ -91,13 +91,13 @@ }, { "cell_type": "markdown", - "id": "93786ec9", + "id": "4cc90e2c", "metadata": { "papermill": { - "duration": 0.001955, - "end_time": "2023-11-01T23:36:44.573454", + "duration": 0.002417, + "end_time": "2023-11-02T23:37:02.436441", "exception": false, - "start_time": "2023-11-01T23:36:44.571499", + "start_time": "2023-11-02T23:37:02.434024", "status": "completed" }, "tags": [] @@ -109,19 +109,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "ecff65f2", + "id": "5b338357", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:36:44.578484Z", - "iopub.status.busy": "2023-11-01T23:36:44.578101Z", - "iopub.status.idle": "2023-11-01T23:36:44.590203Z", - "shell.execute_reply": "2023-11-01T23:36:44.589572Z" + "iopub.execute_input": "2023-11-02T23:37:02.442162Z", + "iopub.status.busy": "2023-11-02T23:37:02.441944Z", + 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"2023-11-01T23:36:44.657025Z", - "shell.execute_reply": "2023-11-01T23:36:44.656492Z" + "iopub.execute_input": "2023-11-02T23:37:02.517117Z", + "iopub.status.busy": "2023-11-02T23:37:02.516520Z", + "iopub.status.idle": "2023-11-02T23:37:02.539075Z", + "shell.execute_reply": "2023-11-02T23:37:02.538448Z" }, "papermill": { - "duration": 0.022776, - "end_time": "2023-11-01T23:36:44.658400", + "duration": 0.027575, + "end_time": "2023-11-02T23:37:02.540655", "exception": false, - "start_time": "2023-11-01T23:36:44.635624", + "start_time": "2023-11-02T23:37:02.513080", "status": "completed" }, "tags": [] @@ -205,13 +205,13 @@ }, { "cell_type": "markdown", - "id": "a90974f9", + "id": "372d9edc", "metadata": { "papermill": { - "duration": 0.002226, - "end_time": "2023-11-01T23:36:44.662950", + "duration": 0.002712, + "end_time": "2023-11-02T23:37:02.546104", "exception": false, - "start_time": "2023-11-01T23:36:44.660724", + "start_time": "2023-11-02T23:37:02.543392", "status": "completed" }, "tags": [] @@ -223,19 +223,19 @@ { "cell_type": "code", "execution_count": 6, - "id": "db62abc0", + "id": "33863301", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:36:44.668373Z", - "iopub.status.busy": "2023-11-01T23:36:44.668010Z", - "iopub.status.idle": "2023-11-01T23:36:44.680963Z", - "shell.execute_reply": "2023-11-01T23:36:44.680257Z" + "iopub.execute_input": "2023-11-02T23:37:02.552424Z", + "iopub.status.busy": "2023-11-02T23:37:02.551952Z", + "iopub.status.idle": "2023-11-02T23:37:02.565927Z", + "shell.execute_reply": "2023-11-02T23:37:02.565277Z" }, "papermill": { - "duration": 0.017396, - "end_time": "2023-11-01T23:36:44.682462", + "duration": 0.018898, + "end_time": "2023-11-02T23:37:02.567536", "exception": false, - "start_time": "2023-11-01T23:36:44.665066", + "start_time": "2023-11-02T23:37:02.548638", "status": "completed" }, "tags": [] @@ -304,13 +304,13 @@ }, { "cell_type": "markdown", - "id": "fd894029", + "id": "6da5d53f", "metadata": { "papermill": { - "duration": 0.002405, - "end_time": "2023-11-01T23:36:44.687288", + "duration": 0.002772, + "end_time": "2023-11-02T23:37:02.573162", "exception": false, - "start_time": "2023-11-01T23:36:44.684883", + "start_time": "2023-11-02T23:37:02.570390", "status": "completed" }, "tags": [] @@ -322,19 +322,19 @@ { "cell_type": "code", "execution_count": 7, - "id": "98ff48b9", + "id": "2973a179", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:36:44.692906Z", - "iopub.status.busy": "2023-11-01T23:36:44.692705Z", - "iopub.status.idle": "2023-11-01T23:36:44.700200Z", - "shell.execute_reply": "2023-11-01T23:36:44.699568Z" + "iopub.execute_input": "2023-11-02T23:37:02.579761Z", + "iopub.status.busy": "2023-11-02T23:37:02.579537Z", + "iopub.status.idle": "2023-11-02T23:37:02.587161Z", + "shell.execute_reply": "2023-11-02T23:37:02.586540Z" }, "papermill": { - "duration": 0.011836, - "end_time": "2023-11-01T23:36:44.701541", + "duration": 0.012748, + "end_time": "2023-11-02T23:37:02.588719", "exception": false, - "start_time": "2023-11-01T23:36:44.689705", + "start_time": "2023-11-02T23:37:02.575971", "status": "completed" }, "tags": [] @@ -392,19 +392,19 @@ { "cell_type": "code", "execution_count": 8, - "id": "2a8c7f56", + "id": "0205aef5", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:36:44.707557Z", - "iopub.status.busy": "2023-11-01T23:36:44.707050Z", - "iopub.status.idle": "2023-11-01T23:36:45.384020Z", - "shell.execute_reply": "2023-11-01T23:36:45.383357Z" + "iopub.execute_input": "2023-11-02T23:37:02.595851Z", + "iopub.status.busy": "2023-11-02T23:37:02.595251Z", + "iopub.status.idle": "2023-11-02T23:37:03.464454Z", + "shell.execute_reply": "2023-11-02T23:37:03.463854Z" }, "papermill": { - "duration": 0.681439, - "end_time": "2023-11-01T23:36:45.385406", + "duration": 0.874271, + "end_time": "2023-11-02T23:37:03.465888", "exception": false, - "start_time": "2023-11-01T23:36:44.703967", + "start_time": "2023-11-02T23:37:02.591617", "status": "completed" }, "tags": [] @@ -443,13 +443,13 @@ { "cell_type": "code", "execution_count": null, - "id": "01af43d7", + "id": "f379e430", "metadata": { "papermill": { - "duration": 0.002739, - "end_time": "2023-11-01T23:36:45.391213", + "duration": 0.003494, + "end_time": "2023-11-02T23:37:03.473065", "exception": false, - "start_time": "2023-11-01T23:36:45.388474", + "start_time": "2023-11-02T23:37:03.469571", "status": "completed" }, "tags": [] @@ -478,14 +478,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 10.089963, - "end_time": "2023-11-01T23:36:45.710905", + "duration": 13.294868, + "end_time": "2023-11-02T23:37:03.793709", "environment_variables": {}, "exception": null, "input_path": "my-leeds-2023.ipynb", "output_path": "../../../../working/output/my-leeds-2023.ipynb", "parameters": {}, - "start_time": "2023-11-01T23:36:35.620942", + "start_time": "2023-11-02T23:36:50.498841", "version": "2.4.0" } }, diff --git a/working/output/nest.ipynb b/working/output/nest.ipynb index 0258aeea..21194b52 100644 --- a/working/output/nest.ipynb +++ b/working/output/nest.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "markdown", - "id": "1caccc4f", + "id": "17b65f7c", "metadata": { "papermill": { - "duration": 0.002069, - "end_time": "2023-11-01T23:39:13.558143", + "duration": 0.002234, + "end_time": "2023-11-02T23:38:02.787840", "exception": false, - "start_time": "2023-11-01T23:39:13.556074", + "start_time": "2023-11-02T23:38:02.785606", "status": "completed" }, "tags": [] @@ -22,19 +22,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "82a3afb1", + "id": "069c4340", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:13.562476Z", - "iopub.status.busy": "2023-11-01T23:39:13.562027Z", - "iopub.status.idle": "2023-11-01T23:39:20.764678Z", - "shell.execute_reply": "2023-11-01T23:39:20.764031Z" + "iopub.execute_input": "2023-11-02T23:38:02.793098Z", + "iopub.status.busy": "2023-11-02T23:38:02.792449Z", + "iopub.status.idle": "2023-11-02T23:38:13.475279Z", + "shell.execute_reply": "2023-11-02T23:38:13.474591Z" }, "papermill": { - "duration": 7.206709, - "end_time": "2023-11-01T23:39:20.766355", + "duration": 10.687571, + "end_time": "2023-11-02T23:38:13.477308", "exception": false, - "start_time": "2023-11-01T23:39:13.559646", + "start_time": "2023-11-02T23:38:02.789737", "status": "completed" }, "tags": [] @@ -49,13 +49,13 @@ }, { "cell_type": "markdown", - "id": "92fb40de", + "id": "459b386f", "metadata": { "papermill": { - "duration": 0.001326, - "end_time": "2023-11-01T23:39:20.769304", + "duration": 0.001987, + "end_time": "2023-11-02T23:38:13.481212", "exception": false, - "start_time": "2023-11-01T23:39:20.767978", + "start_time": "2023-11-02T23:38:13.479225", "status": "completed" }, "tags": [] @@ -67,19 +67,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "c3c943a5", + "id": "7f0518c1", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:20.773155Z", - "iopub.status.busy": "2023-11-01T23:39:20.772727Z", - "iopub.status.idle": "2023-11-01T23:39:20.775842Z", - "shell.execute_reply": "2023-11-01T23:39:20.775309Z" + "iopub.execute_input": "2023-11-02T23:38:13.485758Z", + "iopub.status.busy": "2023-11-02T23:38:13.485324Z", + "iopub.status.idle": "2023-11-02T23:38:13.489546Z", + "shell.execute_reply": "2023-11-02T23:38:13.488955Z" }, "papermill": { - "duration": 0.006505, - "end_time": "2023-11-01T23:39:20.777137", + "duration": 0.008309, + "end_time": "2023-11-02T23:38:13.491119", "exception": false, - "start_time": "2023-11-01T23:39:20.770632", + "start_time": "2023-11-02T23:38:13.482810", "status": "completed" }, "tags": [] @@ -91,13 +91,13 @@ }, { "cell_type": "markdown", - "id": "ffecd48e", + "id": "3aab230c", "metadata": { "papermill": { - "duration": 0.00128, - "end_time": "2023-11-01T23:39:20.779795", + "duration": 0.001572, + "end_time": "2023-11-02T23:38:13.494349", "exception": false, - "start_time": "2023-11-01T23:39:20.778515", + "start_time": "2023-11-02T23:38:13.492777", "status": "completed" }, "tags": [] @@ -116,19 +116,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "5a036356", + "id": "7b227aee", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:20.783436Z", - "iopub.status.busy": "2023-11-01T23:39:20.783073Z", - "iopub.status.idle": "2023-11-01T23:39:20.806515Z", - "shell.execute_reply": "2023-11-01T23:39:20.805893Z" + "iopub.execute_input": "2023-11-02T23:38:13.498671Z", + "iopub.status.busy": "2023-11-02T23:38:13.498249Z", + "iopub.status.idle": "2023-11-02T23:38:13.527628Z", + "shell.execute_reply": "2023-11-02T23:38:13.527035Z" }, "papermill": { - "duration": 0.026732, - "end_time": "2023-11-01T23:39:20.807829", + "duration": 0.033198, + "end_time": "2023-11-02T23:38:13.529141", "exception": false, - "start_time": "2023-11-01T23:39:20.781097", + "start_time": "2023-11-02T23:38:13.495943", "status": "completed" }, "tags": [] @@ -188,7 +188,7 @@ " Produce (Signature)\n", " ['Season 3 - Dreaming']\n", " 2023-09-05\n", - " NaN\n", + " ev_2809632, ev_2809633, ev_2809634, ev_28096...\n", " ['Garforth and Swillington']\n", " \n", " \n", @@ -211,8 +211,11 @@ " postcode_(from_venue) project_name project_type \\\n", "1103 ['LS26 8AL'] 10 - Melt Produce (Signature) \n", "\n", - " season start_date ticket_tailor_id \\\n", - "1103 ['Season 3 - Dreaming'] 2023-09-05 NaN \n", + " season start_date \\\n", + "1103 ['Season 3 - Dreaming'] 2023-09-05 \n", + "\n", + " ticket_tailor_id \\\n", + "1103 ev_2809632, ev_2809633, ev_2809634, ev_28096... \n", "\n", " ward_(from_venue) \n", "1103 ['Garforth and Swillington'] " @@ -234,13 +237,13 @@ }, { "cell_type": "markdown", - "id": "c11df001", + "id": "a3a04df5", "metadata": { "papermill": { - "duration": 0.001546, - "end_time": "2023-11-01T23:39:20.810985", + "duration": 0.001958, + "end_time": "2023-11-02T23:38:13.533051", "exception": false, - "start_time": "2023-11-01T23:39:20.809439", + "start_time": "2023-11-02T23:38:13.531093", "status": "completed" }, "tags": [] @@ -252,19 +255,19 @@ { "cell_type": "code", "execution_count": 4, - "id": "b791f4a9", + "id": "a16de10e", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:20.815293Z", - "iopub.status.busy": "2023-11-01T23:39:20.814790Z", - "iopub.status.idle": "2023-11-01T23:39:20.837042Z", - "shell.execute_reply": "2023-11-01T23:39:20.836527Z" + "iopub.execute_input": "2023-11-02T23:38:13.537870Z", + "iopub.status.busy": "2023-11-02T23:38:13.537644Z", + "iopub.status.idle": "2023-11-02T23:38:13.564066Z", + "shell.execute_reply": "2023-11-02T23:38:13.563457Z" }, "papermill": { - "duration": 0.025875, - "end_time": "2023-11-01T23:39:20.838423", + "duration": 0.030727, + "end_time": "2023-11-02T23:38:13.565638", "exception": false, - "start_time": "2023-11-01T23:39:20.812548", + "start_time": "2023-11-02T23:38:13.534911", "status": "completed" }, "tags": [] @@ -295,14 +298,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 8.736577, - "end_time": "2023-11-01T23:39:21.056190", + "duration": 15.485731, + "end_time": "2023-11-02T23:38:16.917669", "environment_variables": {}, "exception": null, "input_path": "nest.ipynb", "output_path": "../../../../working/output/nest.ipynb", "parameters": {}, - "start_time": "2023-11-01T23:39:12.319613", + "start_time": "2023-11-02T23:38:01.431938", "version": "2.4.0" } }, diff --git a/working/output/partner-events-transform.ipynb b/working/output/partner-events-transform.ipynb index 81c955e4..aa3462f4 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": "2d8d21cb", + "id": "c9fb3ea4", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:07.999883Z", - "iopub.status.busy": "2023-11-01T23:37:07.999411Z", - "iopub.status.idle": "2023-11-01T23:37:08.249185Z", - "shell.execute_reply": "2023-11-01T23:37:08.248604Z" + "iopub.execute_input": "2023-11-02T23:37:29.392350Z", + "iopub.status.busy": "2023-11-02T23:37:29.391884Z", + "iopub.status.idle": "2023-11-02T23:37:29.648955Z", + "shell.execute_reply": "2023-11-02T23:37:29.648270Z" }, "papermill": { - "duration": 0.255331, - "end_time": "2023-11-01T23:37:08.250891", + "duration": 0.263563, + "end_time": "2023-11-02T23:37:29.651124", "exception": false, - "start_time": "2023-11-01T23:37:07.995560", + "start_time": "2023-11-02T23:37:29.387561", "status": "completed" }, "tags": [] @@ -32,19 +32,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "af522b17", + "id": "3193ffb6", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:08.256719Z", - "iopub.status.busy": "2023-11-01T23:37:08.256224Z", - "iopub.status.idle": "2023-11-01T23:37:15.273901Z", - "shell.execute_reply": "2023-11-01T23:37:15.273234Z" + "iopub.execute_input": "2023-11-02T23:37:29.658252Z", + "iopub.status.busy": "2023-11-02T23:37:29.657698Z", + "iopub.status.idle": "2023-11-02T23:37:39.935898Z", + "shell.execute_reply": "2023-11-02T23:37:39.935228Z" }, "papermill": { - "duration": 7.022136, - "end_time": "2023-11-01T23:37:15.275461", + "duration": 10.283563, + "end_time": "2023-11-02T23:37:39.937714", "exception": false, - "start_time": "2023-11-01T23:37:08.253325", + "start_time": "2023-11-02T23:37:29.654151", "status": "completed" }, "tags": [] @@ -57,19 +57,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "1d4002e7", + "id": "333bc837", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:15.281210Z", - "iopub.status.busy": "2023-11-01T23:37:15.280872Z", - "iopub.status.idle": "2023-11-01T23:37:15.284147Z", - "shell.execute_reply": "2023-11-01T23:37:15.283616Z" + "iopub.execute_input": "2023-11-02T23:37:39.945116Z", + "iopub.status.busy": "2023-11-02T23:37:39.944519Z", + "iopub.status.idle": 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- "end_time": "2023-11-01T23:37:15.294952", + "duration": 0.009879, + "end_time": "2023-11-02T23:37:39.962358", "exception": false, - "start_time": "2023-11-01T23:37:15.287551", + "start_time": "2023-11-02T23:37:39.952479", "status": "completed" }, "tags": [] @@ -119,13 +119,13 @@ }, { "cell_type": "markdown", - "id": "9faf1dd4", + "id": "b19d746e", "metadata": { "papermill": { - "duration": 0.002219, - "end_time": "2023-11-01T23:37:15.299348", + "duration": 0.002639, + "end_time": "2023-11-02T23:37:39.967640", "exception": false, - "start_time": "2023-11-01T23:37:15.297129", + "start_time": "2023-11-02T23:37:39.965001", "status": "completed" }, "tags": [] @@ -137,19 +137,19 @@ { "cell_type": "code", "execution_count": 5, - "id": "66e9c998", + "id": "592fdb6e", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:15.304596Z", - "iopub.status.busy": "2023-11-01T23:37:15.304235Z", - "iopub.status.idle": "2023-11-01T23:37:15.312915Z", - "shell.execute_reply": 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"execution_count": 6, - "id": "4f56b02c", + "id": "7348df17", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:15.324548Z", - "iopub.status.busy": "2023-11-01T23:37:15.324190Z", - "iopub.status.idle": "2023-11-01T23:37:15.328479Z", - "shell.execute_reply": "2023-11-01T23:37:15.327948Z" + "iopub.execute_input": "2023-11-02T23:37:39.998636Z", + "iopub.status.busy": "2023-11-02T23:37:39.998088Z", + "iopub.status.idle": "2023-11-02T23:37:40.003012Z", + "shell.execute_reply": "2023-11-02T23:37:40.002373Z" }, "papermill": { - "duration": 0.008306, - "end_time": "2023-11-01T23:37:15.329722", + "duration": 0.009703, + "end_time": "2023-11-02T23:37:40.004426", "exception": false, - "start_time": "2023-11-01T23:37:15.321416", + "start_time": "2023-11-02T23:37:39.994723", "status": "completed" }, "tags": [] @@ -210,19 +210,19 @@ { "cell_type": "code", "execution_count": 7, - "id": "4466e3f7", + "id": "e44269ca", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:15.335190Z", - "iopub.status.busy": "2023-11-01T23:37:15.334695Z", - "iopub.status.idle": "2023-11-01T23:37:16.185403Z", - "shell.execute_reply": "2023-11-01T23:37:16.184689Z" + "iopub.execute_input": "2023-11-02T23:37:40.010900Z", + "iopub.status.busy": "2023-11-02T23:37:40.010485Z", + "iopub.status.idle": "2023-11-02T23:37:40.977386Z", + "shell.execute_reply": "2023-11-02T23:37:40.976728Z" }, "papermill": { - "duration": 0.855319, - "end_time": "2023-11-01T23:37:16.187208", + "duration": 0.972251, + "end_time": "2023-11-02T23:37:40.979334", "exception": false, - "start_time": "2023-11-01T23:37:15.331889", + "start_time": "2023-11-02T23:37:40.007083", "status": "completed" }, "tags": [] @@ -235,13 +235,13 @@ }, { "cell_type": "markdown", - "id": "79424e0e", + "id": "2f053e7e", "metadata": { "papermill": { - "duration": 0.002391, - "end_time": "2023-11-01T23:37:16.192125", + "duration": 0.003172, + "end_time": "2023-11-02T23:37:40.985570", "exception": false, - 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[] @@ -279,13 +279,13 @@ }, { "cell_type": "markdown", - "id": "e7177fe6", + "id": "d4a7bc30", "metadata": { "papermill": { - "duration": 0.002162, - "end_time": "2023-11-01T23:37:16.208861", + "duration": 0.002708, + "end_time": "2023-11-02T23:37:41.006423", "exception": false, - "start_time": "2023-11-01T23:37:16.206699", + "start_time": "2023-11-02T23:37:41.003715", "status": "completed" }, "tags": [] @@ -297,19 +297,19 @@ { "cell_type": "code", "execution_count": 9, - "id": "76a5a84c", + "id": "ffb446db", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:16.214251Z", - "iopub.status.busy": "2023-11-01T23:37:16.214050Z", - "iopub.status.idle": "2023-11-01T23:37:16.225321Z", - "shell.execute_reply": "2023-11-01T23:37:16.224781Z" + "iopub.execute_input": "2023-11-02T23:37:41.013189Z", + "iopub.status.busy": "2023-11-02T23:37:41.012700Z", + "iopub.status.idle": "2023-11-02T23:37:41.027328Z", + "shell.execute_reply": "2023-11-02T23:37:41.026723Z" }, "papermill": { - "duration": 0.015503, - "end_time": "2023-11-01T23:37:16.226654", + "duration": 0.019555, + "end_time": "2023-11-02T23:37:41.028807", "exception": false, - "start_time": "2023-11-01T23:37:16.211151", + "start_time": "2023-11-02T23:37:41.009252", "status": "completed" }, "tags": [] @@ -372,16 +372,6 @@ " ...\n", " \n", " \n", - " 255\n", - " Family Workshop: Geometric Poetry\n", - " 2023-10-28\n", - " \n", - " \n", - " 258\n", - " Northern Dreaming Storytelling Sessions\n", - " 2023-10-30\n", - " \n", - " \n", " 262\n", " Family Workshop: L23 Artspace Artist Residency...\n", " 2023-10-31\n", @@ -396,9 +386,19 @@ " The Addams Family Musical\n", " 2023-10-31\n", " \n", + " \n", + " 266\n", + " Day of the Dead: Meet The Artists\n", + " 2023-11-02\n", + " \n", + " \n", + " 267\n", + " LCAN Takeover\n", + " 2023-11-02\n", + " \n", " \n", "\n", - "

95 rows × 2 columns

\n", + "

97 rows × 2 columns

\n", "" ], "text/plain": [ @@ -409,13 +409,13 @@ "5 Embassy of Netherlands, Meet Leeds Lab 2023-01-16\n", "6 Shifting Borders: A Journey to the Centre of o... 2023-01-24\n", ".. ... ...\n", - "255 Family Workshop: Geometric Poetry 2023-10-28\n", - "258 Northern Dreaming Storytelling Sessions 2023-10-30\n", "262 Family Workshop: L23 Artspace Artist Residency... 2023-10-31\n", "263 Halloween Mask Making and papercraft 2023-10-31\n", "265 The Addams Family Musical 2023-10-31\n", + "266 Day of the Dead: Meet The Artists 2023-11-02\n", + "267 LCAN Takeover 2023-11-02\n", "\n", - "[95 rows x 2 columns]" + "[97 rows x 2 columns]" ] }, "execution_count": 9, @@ -431,13 +431,13 @@ }, { "cell_type": "markdown", - "id": "2bd3d7a9", + "id": "9dc59317", "metadata": { "papermill": { - "duration": 0.002435, - "end_time": "2023-11-01T23:37:16.231606", + "duration": 0.003028, + "end_time": "2023-11-02T23:37:41.034918", "exception": false, - "start_time": "2023-11-01T23:37:16.229171", + "start_time": "2023-11-02T23:37:41.031890", "status": "completed" }, "tags": [] @@ -449,19 +449,19 @@ { "cell_type": "code", "execution_count": 10, - "id": "e61279c1", + "id": "90352ea3", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:37:16.237567Z", - "iopub.status.busy": "2023-11-01T23:37:16.237119Z", - "iopub.status.idle": "2023-11-01T23:37:16.674528Z", - "shell.execute_reply": "2023-11-01T23:37:16.673874Z" + "iopub.execute_input": "2023-11-02T23:37:41.042420Z", + "iopub.status.busy": "2023-11-02T23:37:41.041839Z", + "iopub.status.idle": "2023-11-02T23:37:41.580780Z", + "shell.execute_reply": "2023-11-02T23:37:41.580043Z" }, "papermill": { - "duration": 0.441773, - "end_time": "2023-11-01T23:37:16.675849", + "duration": 0.544367, + "end_time": "2023-11-02T23:37:41.582402", "exception": false, - "start_time": "2023-11-01T23:37:16.234076", + "start_time": "2023-11-02T23:37:41.038035", "status": "completed" }, "tags": [] @@ -469,7 +469,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -489,13 +489,13 @@ { "cell_type": "code", "execution_count": null, - "id": "b9d50572", + "id": "c47d6f2b", "metadata": { "papermill": { - "duration": 0.002761, - "end_time": "2023-11-01T23:37:16.681698", + "duration": 0.003674, + "end_time": "2023-11-02T23:37:41.589949", "exception": false, - "start_time": "2023-11-01T23:37:16.678937", + "start_time": "2023-11-02T23:37:41.586275", "status": "completed" }, "tags": [] @@ -524,14 +524,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 10.242374, - "end_time": "2023-11-01T23:37:17.001327", + "duration": 13.878513, + "end_time": "2023-11-02T23:37:41.911746", "environment_variables": {}, "exception": null, "input_path": "transform.ipynb", "output_path": "../../../working/output/partner-events-transform.ipynb", "parameters": {}, - "start_time": "2023-11-01T23:37:06.758953", + "start_time": "2023-11-02T23:37:28.033233", "version": "2.4.0" } }, diff --git a/working/output/signature-prepare.ipynb b/working/output/signature-prepare.ipynb index 62ed3e37..9c1d4708 100644 --- a/working/output/signature-prepare.ipynb +++ b/working/output/signature-prepare.ipynb @@ -3,19 +3,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "4808725f", + "id": "e92e1a4b", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:41.766786Z", - "iopub.status.busy": "2023-11-01T23:39:41.766520Z", - "iopub.status.idle": "2023-11-01T23:39:49.062394Z", - "shell.execute_reply": "2023-11-01T23:39:49.061724Z" + "iopub.execute_input": "2023-11-02T23:40:31.631101Z", + "iopub.status.busy": "2023-11-02T23:40:31.630569Z", + "iopub.status.idle": "2023-11-02T23:40:41.959525Z", + "shell.execute_reply": "2023-11-02T23:40:41.958841Z" }, "papermill": { - "duration": 7.301067, - "end_time": "2023-11-01T23:39:49.063987", + "duration": 10.334731, + "end_time": "2023-11-02T23:40:41.961299", "exception": false, - "start_time": "2023-11-01T23:39:41.762920", + "start_time": "2023-11-02T23:40:31.626568", "status": "completed" }, "tags": [] @@ -30,19 +30,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "5a741804", + "id": "c967bae1", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:49.069302Z", - 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"start_time": "2023-11-01T23:39:49.095237", + "start_time": "2023-11-02T23:40:41.999640", "status": "completed" }, "tags": [] @@ -117,19 +117,19 @@ { "cell_type": "code", "execution_count": 5, - "id": "204601f4", + "id": "2892f11c", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:49.142926Z", - "iopub.status.busy": "2023-11-01T23:39:49.142544Z", - "iopub.status.idle": "2023-11-01T23:39:49.145615Z", - "shell.execute_reply": "2023-11-01T23:39:49.145072Z" + "iopub.execute_input": "2023-11-02T23:40:42.057653Z", + "iopub.status.busy": "2023-11-02T23:40:42.057043Z", + "iopub.status.idle": "2023-11-02T23:40:42.060678Z", + "shell.execute_reply": "2023-11-02T23:40:42.059984Z" }, "papermill": { - "duration": 0.007004, - "end_time": "2023-11-01T23:39:49.146861", + "duration": 0.008663, + "end_time": "2023-11-02T23:40:42.062457", "exception": false, - "start_time": "2023-11-01T23:39:49.139857", + "start_time": "2023-11-02T23:40:42.053794", "status": "completed" }, "tags": [] @@ -142,13 +142,13 @@ }, { "cell_type": "markdown", - "id": "7d1f484b", + "id": "b7b64282", "metadata": { "papermill": { - "duration": 0.00194, - "end_time": "2023-11-01T23:39:49.150722", + "duration": 0.002591, + "end_time": "2023-11-02T23:40:42.067754", "exception": false, - "start_time": "2023-11-01T23:39:49.148782", + "start_time": "2023-11-02T23:40:42.065163", "status": "completed" }, "tags": [] @@ -160,19 +160,19 @@ { "cell_type": "code", "execution_count": 6, - "id": "6043cfeb", + "id": "f2d3e9ef", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:49.155341Z", - "iopub.status.busy": "2023-11-01T23:39:49.155011Z", - "iopub.status.idle": "2023-11-01T23:39:49.160931Z", - "shell.execute_reply": "2023-11-01T23:39:49.160324Z" + "iopub.execute_input": "2023-11-02T23:40:42.073998Z", + "iopub.status.busy": "2023-11-02T23:40:42.073319Z", + "iopub.status.idle": "2023-11-02T23:40:42.080182Z", + "shell.execute_reply": "2023-11-02T23:40:42.079586Z" }, "papermill": { - "duration": 0.009851, - "end_time": "2023-11-01T23:39:49.162419", + "duration": 0.011758, + "end_time": "2023-11-02T23:40:42.081880", "exception": false, - "start_time": "2023-11-01T23:39:49.152568", + "start_time": "2023-11-02T23:40:42.070122", "status": "completed" }, "tags": [] @@ -188,19 +188,19 @@ { "cell_type": "code", "execution_count": 7, - "id": "7a7eb6f7", + "id": "6691c5a9", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:49.167233Z", - "iopub.status.busy": "2023-11-01T23:39:49.166859Z", - "iopub.status.idle": "2023-11-01T23:39:49.174148Z", - "shell.execute_reply": "2023-11-01T23:39:49.173618Z" + "iopub.execute_input": "2023-11-02T23:40:42.087841Z", + "iopub.status.busy": "2023-11-02T23:40:42.087424Z", + "iopub.status.idle": "2023-11-02T23:40:42.096399Z", + "shell.execute_reply": "2023-11-02T23:40:42.095782Z" }, "papermill": { - "duration": 0.011009, - "end_time": "2023-11-01T23:39:49.175356", + "duration": 0.013737, + "end_time": "2023-11-02T23:40:42.098037", "exception": false, - "start_time": "2023-11-01T23:39:49.164347", + "start_time": "2023-11-02T23:40:42.084300", "status": "completed" }, "tags": [] @@ -215,13 +215,13 @@ }, { "cell_type": "markdown", - "id": "6c687732", + "id": "467f1b63", "metadata": { "papermill": { - "duration": 0.002708, - "end_time": "2023-11-01T23:39:49.180121", + "duration": 0.00241, + "end_time": "2023-11-02T23:40:42.103751", "exception": false, - "start_time": "2023-11-01T23:39:49.177413", + "start_time": "2023-11-02T23:40:42.101341", "status": "completed" }, "tags": [] @@ -233,19 +233,19 @@ { "cell_type": "code", "execution_count": 8, - "id": "f4965e4c", + "id": "e6fb9606", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:49.185029Z", - "iopub.status.busy": "2023-11-01T23:39:49.184672Z", - "iopub.status.idle": "2023-11-01T23:39:49.190707Z", - "shell.execute_reply": "2023-11-01T23:39:49.190184Z" + "iopub.execute_input": "2023-11-02T23:40:42.109833Z", + "iopub.status.busy": "2023-11-02T23:40:42.109385Z", + "iopub.status.idle": "2023-11-02T23:40:42.116408Z", + "shell.execute_reply": "2023-11-02T23:40:42.115792Z" }, "papermill": { - "duration": 0.009873, - "end_time": "2023-11-01T23:39:49.191964", + "duration": 0.011695, + "end_time": "2023-11-02T23:40:42.117866", "exception": false, - "start_time": "2023-11-01T23:39:49.182091", + "start_time": "2023-11-02T23:40:42.106171", "status": "completed" }, "tags": [] @@ -261,19 +261,19 @@ { "cell_type": "code", "execution_count": 9, - "id": "53f50df7", + "id": "daa00c51", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:49.196945Z", - "iopub.status.busy": "2023-11-01T23:39:49.196585Z", - "iopub.status.idle": "2023-11-01T23:39:49.203289Z", - "shell.execute_reply": "2023-11-01T23:39:49.202789Z" + "iopub.execute_input": "2023-11-02T23:40:42.124066Z", + "iopub.status.busy": "2023-11-02T23:40:42.123520Z", + "iopub.status.idle": "2023-11-02T23:40:42.132711Z", + "shell.execute_reply": "2023-11-02T23:40:42.132107Z" }, "papermill": { - "duration": 0.010578, - "end_time": "2023-11-01T23:39:49.204571", + "duration": 0.014071, + "end_time": "2023-11-02T23:40:42.134420", "exception": false, - "start_time": "2023-11-01T23:39:49.193993", + "start_time": "2023-11-02T23:40:42.120349", "status": "completed" }, "tags": [] @@ -289,19 +289,19 @@ { "cell_type": "code", "execution_count": 10, - "id": "123d781d", + "id": "9dccd2d0", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:49.209662Z", - "iopub.status.busy": "2023-11-01T23:39:49.209309Z", - "iopub.status.idle": "2023-11-01T23:39:49.213819Z", - "shell.execute_reply": "2023-11-01T23:39:49.213326Z" + "iopub.execute_input": "2023-11-02T23:40:42.140566Z", + "iopub.status.busy": "2023-11-02T23:40:42.140343Z", + "iopub.status.idle": "2023-11-02T23:40:42.146337Z", + "shell.execute_reply": "2023-11-02T23:40:42.145764Z" }, "papermill": { - "duration": 0.008491, - "end_time": "2023-11-01T23:39:49.215125", + "duration": 0.010721, + "end_time": "2023-11-02T23:40:42.147736", "exception": false, - "start_time": "2023-11-01T23:39:49.206634", + "start_time": "2023-11-02T23:40:42.137015", "status": "completed" }, "tags": [] @@ -321,13 +321,13 @@ { "cell_type": "code", "execution_count": null, - "id": "691534da", + "id": "3ba476b8", "metadata": { "papermill": { - "duration": 0.002036, - "end_time": "2023-11-01T23:39:49.219196", + "duration": 0.002496, + "end_time": "2023-11-02T23:40:42.152751", "exception": false, - "start_time": "2023-11-01T23:39:49.217160", + "start_time": "2023-11-02T23:40:42.150255", "status": "completed" }, "tags": [] @@ -356,14 +356,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 8.914667, - "end_time": "2023-11-01T23:39:49.437221", + "duration": 12.194305, + "end_time": "2023-11-02T23:40:42.472672", "environment_variables": {}, "exception": null, "input_path": "prepare.ipynb", "output_path": "../../../../working/output/signature-prepare.ipynb", "parameters": {}, - "start_time": "2023-11-01T23:39:40.522554", + "start_time": "2023-11-02T23:40:30.278367", "version": "2.4.0" } }, diff --git a/working/output/smeaton-300.ipynb b/working/output/smeaton-300.ipynb index ab2d9fa7..90cf2a3a 100644 --- a/working/output/smeaton-300.ipynb +++ b/working/output/smeaton-300.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "markdown", - "id": "22cd77ec", + "id": "3ed91c00", "metadata": { "papermill": { - "duration": 0.001932, - "end_time": "2023-11-01T23:39:32.300747", + "duration": 0.002527, + "end_time": "2023-11-02T23:38:32.330360", "exception": false, - "start_time": "2023-11-01T23:39:32.298815", + "start_time": "2023-11-02T23:38:32.327833", "status": "completed" }, "tags": [] @@ -20,19 +20,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "3cb3b7e9", + "id": "a4b418b0", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:32.305021Z", - "iopub.status.busy": "2023-11-01T23:39:32.304589Z", - "iopub.status.idle": "2023-11-01T23:39:39.598913Z", - "shell.execute_reply": "2023-11-01T23:39:39.598215Z" + "iopub.execute_input": "2023-11-02T23:38:32.335496Z", + "iopub.status.busy": "2023-11-02T23:38:32.334849Z", + "iopub.status.idle": "2023-11-02T23:38:42.581347Z", + "shell.execute_reply": "2023-11-02T23:38:42.580656Z" }, "papermill": { - "duration": 7.298303, - "end_time": "2023-11-01T23:39:39.600592", + "duration": 10.25101, + "end_time": "2023-11-02T23:38:42.583211", "exception": false, - "start_time": "2023-11-01T23:39:32.302289", + "start_time": "2023-11-02T23:38:32.332201", "status": "completed" }, "tags": [] @@ -46,13 +46,13 @@ }, { "cell_type": "markdown", - "id": "89cc3271", + "id": "1d99bcfa", "metadata": { "papermill": { - "duration": 0.00145, - "end_time": "2023-11-01T23:39:39.603693", + "duration": 0.001984, + "end_time": "2023-11-02T23:38:42.587557", "exception": false, - "start_time": "2023-11-01T23:39:39.602243", + "start_time": "2023-11-02T23:38:42.585573", "status": "completed" }, "tags": [] @@ -64,19 +64,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "bd0dcc55", + "id": "6627d4d2", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:39.607551Z", - "iopub.status.busy": "2023-11-01T23:39:39.607172Z", - "iopub.status.idle": "2023-11-01T23:39:39.610157Z", - "shell.execute_reply": "2023-11-01T23:39:39.609566Z" + "iopub.execute_input": "2023-11-02T23:38:42.592332Z", + "iopub.status.busy": "2023-11-02T23:38:42.591736Z", + "iopub.status.idle": "2023-11-02T23:38:42.596182Z", + "shell.execute_reply": "2023-11-02T23:38:42.595587Z" }, "papermill": { - "duration": 0.00641, - "end_time": "2023-11-01T23:39:39.611437", + "duration": 0.008531, + "end_time": "2023-11-02T23:38:42.597702", "exception": false, - "start_time": "2023-11-01T23:39:39.605027", + "start_time": "2023-11-02T23:38:42.589171", "status": "completed" }, "tags": [] @@ -88,13 +88,13 @@ }, { "cell_type": "markdown", - "id": "44b346ff", + "id": "0dda88ad", "metadata": { "papermill": { - "duration": 0.001336, - "end_time": "2023-11-01T23:39:39.614090", + "duration": 0.001586, + "end_time": "2023-11-02T23:38:42.600929", "exception": false, - "start_time": "2023-11-01T23:39:39.612754", + "start_time": "2023-11-02T23:38:42.599343", "status": "completed" }, "tags": [] @@ -112,19 +112,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "5599fd13", + "id": "20ecb7d9", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:39.617774Z", - "iopub.status.busy": "2023-11-01T23:39:39.617376Z", - "iopub.status.idle": "2023-11-01T23:39:39.653559Z", - "shell.execute_reply": "2023-11-01T23:39:39.652907Z" + "iopub.execute_input": "2023-11-02T23:38:42.605235Z", + "iopub.status.busy": "2023-11-02T23:38:42.604814Z", + "iopub.status.idle": "2023-11-02T23:38:42.651644Z", + "shell.execute_reply": "2023-11-02T23:38:42.650998Z" }, "papermill": { - "duration": 0.039615, - "end_time": "2023-11-01T23:39:39.655010", + "duration": 0.050832, + "end_time": "2023-11-02T23:38:42.653338", "exception": false, - "start_time": "2023-11-01T23:39:39.615395", + "start_time": "2023-11-02T23:38:42.602506", "status": "completed" }, "tags": [] @@ -890,24 +890,6 @@ " NaN\n", " \n", " \n", - " 1221\n", - " NaN\n", - " NaN\n", - " 231\n", - " 2023-10-23\n", - " Participant / Volunteer thank you events\n", - " ['CLE - Participant / Volunteer thank you event']\n", - " 09 - Smeaton300: Talks and Discussions: Partic...\n", - " NaN\n", - " NaN\n", - " 09 - Smeaton300: Talks and Discussions\n", - " Produce (Signature)\n", - " ['Season 3 - Dreaming']\n", - " 2023-10-10\n", - " NaN\n", - " NaN\n", - " \n", - " \n", " 1235\n", " 105.0\n", " NaN\n", @@ -1223,7 +1205,6 @@ "1200 240.0 \n", "1201 240.0 \n", "1202 280.0 \n", - "1221 NaN \n", "1235 105.0 \n", "1242 NaN \n", "1255 55.0 \n", @@ -1281,7 +1262,6 @@ "1200 NaN 2217 \n", "1201 NaN 2216 \n", "1202 NaN 2037 \n", - "1221 NaN 231 \n", "1235 NaN 1907 \n", "1242 NaN 1705 \n", "1255 NaN 1706 \n", @@ -1339,7 +1319,6 @@ "1200 2023-12-31 Smeaton CREST Awards - Discovery Level \n", "1201 2023-12-31 Smeaton CREST Awards - Discovery Level \n", "1202 2023-12-31 Smeaton CREST Awards - Discovery Level \n", - "1221 2023-10-23 Participant / Volunteer thank you events \n", "1235 2023-10-14 MOON PALACE: Evening Observation Session at Me... \n", "1242 2023-10-15 Rapid Motion Through Space: An Incomplete Hist... \n", "1255 2023-10-17 Smeaton300 Talks: The Art of Engineering - pan... \n", @@ -1356,63 +1335,62 @@ "1326 2023-10-28 Moon Palace: Daytime Observation Session at Wh... \n", "1327 2025-10-28 Smeaton300 Make and Create Family Festival (Wh... \n", "\n", - " event_type \\\n", - "243 ['CLE - Skills and Talent session'] \n", - "377 ['CLE - Community Engagement session'] \n", - "650 ['CLE - Creative Learning session'] \n", - "806 ['CLE - Creative Learning session'] \n", - "807 ['CLE - Creative Learning session'] \n", - "808 ['CLE - Creative Learning session'] \n", - "809 ['CLE - Creative Learning session'] \n", - "810 ['CLE - Creative Learning session'] \n", - "815 ['CLE - Creative Learning session'] \n", - "816 ['CLE - Creative Learning session'] \n", - "1034 ['Public Event - Installation'] \n", - "1038 ['Public Event - Installation'] \n", - "1039 ['Public Event - Installation'] \n", - "1043 ['Public Event - Installation'] \n", - "1044 ['Public Event - Installation'] \n", - "1054 ['Public Event - Installation'] \n", - "1055 ['Public Event - Installation'] \n", - "1069 ['Public Event - Installation'] \n", - "1070 ['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", - "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", - "1195 ['CLE - Creative Learning session'] \n", - "1196 ['CLE - Creative Learning session'] \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", - "1202 ['CLE - Creative Learning session'] \n", - "1221 ['CLE - Participant / Volunteer thank you event'] \n", - "1235 ['Public Event - Installation'] \n", - "1242 ['Public Event - Digital Experience'] \n", - "1255 ['Public Event - Talk / Tour'] \n", - "1296 ['Public Event - Installation'] \n", - "1299 ['Public Event - Installation'] \n", - "1300 ['Public Event - Installation'] \n", - "1301 ['Public Event - Installation'] \n", - "1305 ['Public Event - Installation'] \n", - "1306 ['Public Event - Installation'] \n", - "1307 ['Public Event - Installation'] \n", - "1309 ['Public Event - Talk / Tour'] \n", - "1321 ['Public Event - Exhibition'] \n", - "1323 ['Public Event - Installation'] \n", - "1326 ['Public Event - Installation'] \n", - "1327 ['Public Event - Installation'] \n", + " event_type \\\n", + "243 ['CLE - Skills and Talent session'] \n", + "377 ['CLE - Community Engagement session'] \n", + "650 ['CLE - Creative Learning session'] \n", + "806 ['CLE - Creative Learning session'] \n", + "807 ['CLE - Creative Learning session'] \n", + "808 ['CLE - Creative Learning session'] \n", + "809 ['CLE - Creative Learning session'] \n", + "810 ['CLE - Creative Learning session'] \n", + "815 ['CLE - Creative Learning session'] \n", + "816 ['CLE - Creative Learning session'] \n", + "1034 ['Public Event - Installation'] \n", + "1038 ['Public Event - Installation'] \n", + "1039 ['Public Event - Installation'] \n", + "1043 ['Public Event - Installation'] \n", + "1044 ['Public Event - Installation'] \n", + "1054 ['Public Event - Installation'] \n", + "1055 ['Public Event - Installation'] \n", + "1069 ['Public Event - Installation'] \n", + "1070 ['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", + "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", + "1195 ['CLE - Creative Learning session'] \n", + "1196 ['CLE - Creative Learning session'] \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", + "1202 ['CLE - Creative Learning session'] \n", + "1235 ['Public Event - Installation'] \n", + "1242 ['Public Event - Digital Experience'] \n", + "1255 ['Public Event - Talk / Tour'] \n", + "1296 ['Public Event - Installation'] \n", + "1299 ['Public Event - Installation'] \n", + "1300 ['Public Event - Installation'] \n", + "1301 ['Public Event - Installation'] \n", + "1305 ['Public Event - Installation'] \n", + "1306 ['Public Event - Installation'] \n", + "1307 ['Public Event - Installation'] \n", + "1309 ['Public Event - Talk / Tour'] \n", + "1321 ['Public Event - Exhibition'] \n", + "1323 ['Public Event - Installation'] \n", + "1326 ['Public Event - Installation'] \n", + "1327 ['Public Event - Installation'] \n", "\n", " event_unique_identifier \\\n", "243 09 - Smeaton300: Moon Palace East Leeds Observ... \n", @@ -1455,7 +1433,6 @@ "1200 09 - Smeaton300: Learning programme: Smeaton C... \n", "1201 09 - Smeaton300: Learning programme: Smeaton C... \n", "1202 09 - Smeaton300: Learning programme: Smeaton C... \n", - "1221 09 - Smeaton300: Talks and Discussions: Partic... \n", "1235 09 - Smeaton300: Moon Palace East Leeds Observ... \n", "1242 09 - Smeaton300: Talks and Discussions: Rapid ... \n", "1255 09 - Smeaton300: Talks and Discussions: Smeato... \n", @@ -1513,7 +1490,6 @@ "1200 NaN NaN \n", "1201 NaN NaN \n", "1202 NaN NaN \n", - "1221 NaN NaN \n", "1235 NaN ['LS7 2QG'] \n", "1242 NaN ['LS6 1JD'] \n", "1255 NaN ['LS1 3AB'] \n", @@ -1571,7 +1547,6 @@ "1200 09 - Smeaton300: Learning programme CLE \n", "1201 09 - Smeaton300: Learning programme CLE \n", "1202 09 - Smeaton300: Learning programme CLE \n", - "1221 09 - Smeaton300: Talks and Discussions Produce (Signature) \n", "1235 09 - Smeaton300: Moon Palace East Leeds Observ... Produce (Signature) \n", "1242 09 - Smeaton300: Talks and Discussions Produce (Signature) \n", "1255 09 - Smeaton300: Talks and Discussions Produce (Signature) \n", @@ -1629,7 +1604,6 @@ "1200 ['Season 3 - Dreaming'] 2023-10-02 \n", "1201 ['Season 3 - Dreaming'] 2023-10-02 \n", "1202 ['Season 3 - Dreaming'] 2023-10-02 \n", - "1221 ['Season 3 - Dreaming'] 2023-10-10 \n", "1235 ['Season 2 - Playing'] 2023-10-14 \n", "1242 ['Season 3 - Dreaming'] 2023-10-15 \n", "1255 ['Season 3 - Dreaming'] 2023-10-17 \n", @@ -1646,63 +1620,62 @@ "1326 ['Season 3 - Dreaming'] 2023-10-28 \n", "1327 ['Season 3 - Dreaming'] 2023-10-28 \n", "\n", - " ticket_tailor_id ward_(from_venue) \n", - "243 NaN NaN \n", - "377 NaN NaN \n", - "650 NaN ['Hunslet and Riverside'] \n", - "806 NaN NaN \n", - "807 NaN NaN \n", - "808 NaN NaN \n", - "809 NaN NaN \n", - "810 NaN NaN \n", - "815 NaN NaN \n", - "816 NaN NaN \n", - "1034 NaN ['Gipton and Harehills'] \n", - "1038 NaN ['Gipton and Harehills'] \n", - "1039 NaN ['Hunslet and Riverside'] \n", - "1043 NaN ['Hunslet and Riverside'] \n", - "1044 NaN ['Hunslet and Riverside'] \n", - "1054 NaN NaN \n", - "1055 NaN ['Killingbeck and Seacroft'] \n", - "1069 NaN ['Gipton and Harehills'] \n", - "1070 NaN ['Gipton and Harehills'] \n", - "1097 NaN NaN \n", - "1105 NaN NaN \n", - "1114 NaN NaN \n", - "1116 NaN NaN \n", - "1117 NaN NaN \n", - "1177 NaN NaN \n", - "1186 NaN ['Morley North'] \n", - "1187 NaN ['Alwoodley'] \n", - "1188 NaN ['Alwoodley'] \n", - "1189 NaN ['Alwoodley'] \n", - "1190 NaN ['Alwoodley'] \n", - "1191 NaN ['Alwoodley'] \n", - "1192 NaN ['Alwoodley'] \n", - "1195 NaN NaN \n", - "1196 NaN NaN \n", - "1197 NaN NaN \n", - "1198 NaN NaN \n", - "1199 NaN NaN \n", - "1200 NaN NaN \n", - "1201 NaN NaN \n", - "1202 NaN NaN \n", - "1221 NaN NaN \n", - "1235 NaN NaN \n", - "1242 NaN ['Headingley and Hyde Park'] \n", - "1255 NaN ['Little London and Woodhouse'] \n", - "1296 NaN ['Chapel Allerton'] \n", - "1299 NaN ['Hunslet and Riverside'] \n", - "1300 NaN ['Hunslet and Riverside'] \n", - "1301 NaN ['Hunslet and Riverside'] \n", - "1305 NaN NaN \n", - "1306 NaN NaN \n", - "1307 NaN NaN \n", - "1309 NaN ['Little London and Woodhouse'] \n", - "1321 NaN ['Armley'] \n", - "1323 NaN NaN \n", - "1326 NaN ['Cross Gates and Whinmoor'] \n", - "1327 NaN NaN " + " ticket_tailor_id ward_(from_venue) \n", + "243 NaN NaN \n", + "377 NaN NaN \n", + "650 NaN ['Hunslet and Riverside'] \n", + "806 NaN NaN \n", + "807 NaN NaN \n", + "808 NaN NaN \n", + "809 NaN NaN \n", + "810 NaN NaN \n", + "815 NaN NaN \n", + "816 NaN NaN \n", + "1034 NaN ['Gipton and Harehills'] \n", + "1038 NaN ['Gipton and Harehills'] \n", + "1039 NaN ['Hunslet and Riverside'] \n", + "1043 NaN ['Hunslet and Riverside'] \n", + "1044 NaN ['Hunslet and Riverside'] \n", + "1054 NaN NaN \n", + "1055 NaN ['Killingbeck and Seacroft'] \n", + "1069 NaN ['Gipton and Harehills'] \n", + "1070 NaN ['Gipton and Harehills'] \n", + "1097 NaN NaN \n", + "1105 NaN NaN \n", + "1114 NaN NaN \n", + "1116 NaN NaN \n", + "1117 NaN NaN \n", + "1177 NaN NaN \n", + "1186 NaN ['Morley North'] \n", + "1187 NaN ['Alwoodley'] \n", + "1188 NaN ['Alwoodley'] \n", + "1189 NaN ['Alwoodley'] \n", + "1190 NaN ['Alwoodley'] \n", + "1191 NaN ['Alwoodley'] \n", + "1192 NaN ['Alwoodley'] \n", + "1195 NaN NaN \n", + "1196 NaN NaN \n", + "1197 NaN NaN \n", + "1198 NaN NaN \n", + "1199 NaN NaN \n", + "1200 NaN NaN \n", + "1201 NaN NaN \n", + "1202 NaN NaN \n", + "1235 NaN NaN \n", + "1242 NaN ['Headingley and Hyde Park'] \n", + "1255 NaN ['Little London and Woodhouse'] \n", + "1296 NaN ['Chapel Allerton'] \n", + "1299 NaN ['Hunslet and Riverside'] \n", + "1300 NaN ['Hunslet and Riverside'] \n", + "1301 NaN ['Hunslet and Riverside'] \n", + "1305 NaN NaN \n", + "1306 NaN NaN \n", + "1307 NaN NaN \n", + "1309 NaN ['Little London and Woodhouse'] \n", + "1321 NaN ['Armley'] \n", + "1323 NaN NaN \n", + "1326 NaN ['Cross Gates and Whinmoor'] \n", + "1327 NaN NaN " ] }, "execution_count": 3, @@ -1726,13 +1699,13 @@ }, { "cell_type": "markdown", - "id": "70662658", + "id": "f7eb20bd", "metadata": { "papermill": { - "duration": 0.002466, - "end_time": "2023-11-01T23:39:39.660261", + "duration": 0.00312, + "end_time": "2023-11-02T23:38:42.659908", "exception": false, - "start_time": "2023-11-01T23:39:39.657795", + "start_time": "2023-11-02T23:38:42.656788", "status": "completed" }, "tags": [] @@ -1744,19 +1717,19 @@ { "cell_type": "code", "execution_count": 4, - "id": "d192482f", + "id": "b14050a3", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:39:39.666173Z", - "iopub.status.busy": "2023-11-01T23:39:39.665985Z", - "iopub.status.idle": "2023-11-01T23:39:39.691697Z", - "shell.execute_reply": "2023-11-01T23:39:39.691185Z" + "iopub.execute_input": "2023-11-02T23:38:42.667337Z", + "iopub.status.busy": "2023-11-02T23:38:42.666777Z", + "iopub.status.idle": "2023-11-02T23:38:42.699597Z", + "shell.execute_reply": "2023-11-02T23:38:42.698958Z" }, "papermill": { - "duration": 0.030278, - "end_time": "2023-11-01T23:39:39.693095", + "duration": 0.038323, + "end_time": "2023-11-02T23:38:42.701305", "exception": false, - "start_time": "2023-11-01T23:39:39.662817", + "start_time": "2023-11-02T23:38:42.662982", "status": "completed" }, "tags": [] @@ -1787,14 +1760,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 8.853147, - "end_time": "2023-11-01T23:39:39.911304", + "duration": 12.049555, + "end_time": "2023-11-02T23:38:43.023335", "environment_variables": {}, "exception": null, "input_path": "smeaton-300.ipynb", "output_path": "../../../../working/output/smeaton-300.ipynb", "parameters": {}, - "start_time": "2023-11-01T23:39:31.058157", + "start_time": "2023-11-02T23:38:30.973780", "version": "2.4.0" } }, diff --git a/working/output/the-barn.ipynb b/working/output/the-barn.ipynb index 27058b35..2926fae7 100644 --- a/working/output/the-barn.ipynb +++ b/working/output/the-barn.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "markdown", - "id": "b4626c6a", + "id": "69565285", "metadata": { "papermill": { - "duration": 0.002566, - "end_time": "2023-11-01T23:36:47.558371", + "duration": 0.003215, + "end_time": "2023-11-02T23:37:05.884816", "exception": false, - "start_time": "2023-11-01T23:36:47.555805", + "start_time": "2023-11-02T23:37:05.881601", "status": "completed" }, "tags": [] @@ -22,19 +22,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "3d2de34f", + "id": "e90a6bc6", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:36:47.563517Z", - "iopub.status.busy": "2023-11-01T23:36:47.563266Z", - "iopub.status.idle": "2023-11-01T23:36:54.764617Z", - "shell.execute_reply": "2023-11-01T23:36:54.763963Z" + "iopub.execute_input": "2023-11-02T23:37:05.891122Z", + "iopub.status.busy": "2023-11-02T23:37:05.890689Z", + "iopub.status.idle": "2023-11-02T23:37:16.261125Z", + "shell.execute_reply": "2023-11-02T23:37:16.260447Z" }, "papermill": { - "duration": 7.20583, - "end_time": "2023-11-01T23:36:54.766253", + "duration": 10.375804, + "end_time": "2023-11-02T23:37:16.263145", "exception": false, - "start_time": "2023-11-01T23:36:47.560423", + "start_time": "2023-11-02T23:37:05.887341", "status": "completed" }, "tags": [] @@ -48,13 +48,13 @@ }, { "cell_type": "markdown", - "id": "50ceab0f", + "id": "53fe1e3e", "metadata": { "papermill": { - "duration": 0.001864, - "end_time": "2023-11-01T23:36:54.770295", + "duration": 0.002658, + "end_time": "2023-11-02T23:37:16.268484", "exception": false, - "start_time": "2023-11-01T23:36:54.768431", + "start_time": "2023-11-02T23:37:16.265826", "status": "completed" }, "tags": [] @@ -66,19 +66,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "98b9d7d5", + "id": "532a4055", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:36:54.775102Z", - "iopub.status.busy": "2023-11-01T23:36:54.774717Z", - "iopub.status.idle": "2023-11-01T23:36:54.777630Z", - "shell.execute_reply": "2023-11-01T23:36:54.777081Z" + "iopub.execute_input": "2023-11-02T23:37:16.274488Z", + "iopub.status.busy": "2023-11-02T23:37:16.273917Z", + "iopub.status.idle": "2023-11-02T23:37:16.277626Z", + "shell.execute_reply": "2023-11-02T23:37:16.277012Z" }, "papermill": { - "duration": 0.006838, - "end_time": "2023-11-01T23:36:54.778958", + "duration": 0.008315, + "end_time": "2023-11-02T23:37:16.279073", "exception": false, - "start_time": "2023-11-01T23:36:54.772120", + "start_time": "2023-11-02T23:37:16.270758", "status": "completed" }, "tags": [] @@ -90,13 +90,13 @@ }, { "cell_type": "markdown", - "id": "4b26e2fe", + "id": "f654c024", "metadata": { "papermill": { - "duration": 0.001863, - "end_time": "2023-11-01T23:36:54.782722", + "duration": 0.002258, + "end_time": "2023-11-02T23:37:16.283679", "exception": false, - "start_time": "2023-11-01T23:36:54.780859", + "start_time": "2023-11-02T23:37:16.281421", "status": "completed" }, "tags": [] @@ -108,19 +108,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "81268e5e", + "id": "9f162653", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:36:54.787361Z", - "iopub.status.busy": "2023-11-01T23:36:54.787034Z", - "iopub.status.idle": "2023-11-01T23:36:54.799801Z", - "shell.execute_reply": "2023-11-01T23:36:54.799194Z" + "iopub.execute_input": "2023-11-02T23:37:16.289272Z", + "iopub.status.busy": "2023-11-02T23:37:16.289047Z", + "iopub.status.idle": "2023-11-02T23:37:16.304740Z", + "shell.execute_reply": "2023-11-02T23:37:16.304089Z" }, "papermill": { - "duration": 0.016643, - "end_time": "2023-11-01T23:36:54.801249", + "duration": 0.02021, + "end_time": "2023-11-02T23:37:16.306238", "exception": false, - "start_time": "2023-11-01T23:36:54.784606", + "start_time": "2023-11-02T23:37:16.286028", "status": "completed" }, "tags": [] @@ -136,13 +136,13 @@ }, { "cell_type": "markdown", - "id": "a6f17947", + "id": "3a3e2410", "metadata": { "papermill": { - "duration": 0.001844, - "end_time": "2023-11-01T23:36:54.805040", + "duration": 0.002339, + "end_time": "2023-11-02T23:37:16.311019", "exception": false, - "start_time": "2023-11-01T23:36:54.803196", + "start_time": "2023-11-02T23:37:16.308680", "status": "completed" }, "tags": [] @@ -154,19 +154,19 @@ { "cell_type": "code", "execution_count": 4, - "id": "b41f127e", + "id": "578bcd39", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:36:54.809952Z", - "iopub.status.busy": "2023-11-01T23:36:54.809495Z", - "iopub.status.idle": "2023-11-01T23:36:54.832708Z", - "shell.execute_reply": "2023-11-01T23:36:54.832207Z" + "iopub.execute_input": "2023-11-02T23:37:16.316707Z", + "iopub.status.busy": "2023-11-02T23:37:16.316481Z", + "iopub.status.idle": "2023-11-02T23:37:16.345032Z", + "shell.execute_reply": "2023-11-02T23:37:16.344435Z" }, "papermill": { - "duration": 0.02702, - "end_time": "2023-11-01T23:36:54.833988", + "duration": 0.033256, + "end_time": "2023-11-02T23:37:16.346640", "exception": false, - "start_time": "2023-11-01T23:36:54.806968", + "start_time": "2023-11-02T23:37:16.313384", "status": "completed" }, "tags": [] @@ -178,13 +178,13 @@ }, { "cell_type": "markdown", - "id": "9ccb2aa0", + "id": "0c6d50a4", "metadata": { "papermill": { - "duration": 0.001924, - "end_time": "2023-11-01T23:36:54.838596", + "duration": 0.002374, + "end_time": "2023-11-02T23:37:16.352316", "exception": false, - "start_time": "2023-11-01T23:36:54.836672", + "start_time": "2023-11-02T23:37:16.349942", "status": "completed" }, "tags": [] @@ -196,19 +196,19 @@ { "cell_type": "code", "execution_count": 5, - "id": "e51b35c0", + "id": "31c25b69", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:36:54.843407Z", - "iopub.status.busy": "2023-11-01T23:36:54.843037Z", - "iopub.status.idle": "2023-11-01T23:36:54.854134Z", - "shell.execute_reply": "2023-11-01T23:36:54.853574Z" + "iopub.execute_input": "2023-11-02T23:37:16.358061Z", + "iopub.status.busy": "2023-11-02T23:37:16.357838Z", + "iopub.status.idle": "2023-11-02T23:37:16.370737Z", + "shell.execute_reply": "2023-11-02T23:37:16.370197Z" }, "papermill": { - "duration": 0.014852, - "end_time": "2023-11-01T23:36:54.855350", + "duration": 0.017793, + "end_time": "2023-11-02T23:37:16.372456", "exception": false, - "start_time": "2023-11-01T23:36:54.840498", + "start_time": "2023-11-02T23:37:16.354663", "status": "completed" }, "tags": [] @@ -286,13 +286,13 @@ }, { "cell_type": "markdown", - "id": "80196fd6", + "id": "0e93b167", "metadata": { "papermill": { - "duration": 0.002162, - "end_time": "2023-11-01T23:36:54.859628", + "duration": 0.003025, + "end_time": "2023-11-02T23:37:16.378266", "exception": false, - "start_time": "2023-11-01T23:36:54.857466", + "start_time": "2023-11-02T23:37:16.375241", "status": "completed" }, "tags": [] @@ -304,19 +304,19 @@ { "cell_type": "code", "execution_count": 6, - "id": "29db304f", + "id": "3d5868b4", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:36:54.864825Z", - "iopub.status.busy": "2023-11-01T23:36:54.864463Z", - "iopub.status.idle": "2023-11-01T23:36:54.872249Z", - "shell.execute_reply": "2023-11-01T23:36:54.871629Z" + "iopub.execute_input": "2023-11-02T23:37:16.384781Z", + "iopub.status.busy": "2023-11-02T23:37:16.384251Z", + "iopub.status.idle": "2023-11-02T23:37:16.393620Z", + "shell.execute_reply": "2023-11-02T23:37:16.392967Z" }, "papermill": { - "duration": 0.011928, - "end_time": "2023-11-01T23:36:54.873626", + "duration": 0.014313, + "end_time": "2023-11-02T23:37:16.395177", "exception": false, - "start_time": "2023-11-01T23:36:54.861698", + "start_time": "2023-11-02T23:37:16.380864", "status": "completed" }, "tags": [] @@ -387,13 +387,13 @@ }, { "cell_type": "markdown", - "id": "9aadf962", + "id": "dac916d0", "metadata": { "papermill": { - "duration": 0.002267, - "end_time": "2023-11-01T23:36:54.878309", + "duration": 0.002741, + "end_time": "2023-11-02T23:37:16.400764", "exception": false, - "start_time": "2023-11-01T23:36:54.876042", + "start_time": "2023-11-02T23:37:16.398023", "status": "completed" }, "tags": [] @@ -405,19 +405,19 @@ { "cell_type": "code", "execution_count": 7, - "id": "425c7deb", + "id": "600daf9a", "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T23:36:54.883832Z", - "iopub.status.busy": "2023-11-01T23:36:54.883468Z", - "iopub.status.idle": "2023-11-01T23:36:55.343113Z", - "shell.execute_reply": "2023-11-01T23:36:55.342457Z" + "iopub.execute_input": "2023-11-02T23:37:16.407545Z", + "iopub.status.busy": "2023-11-02T23:37:16.407110Z", + "iopub.status.idle": "2023-11-02T23:37:16.922922Z", + "shell.execute_reply": "2023-11-02T23:37:16.922333Z" }, "papermill": { - "duration": 0.463992, - "end_time": "2023-11-01T23:36:55.344558", + "duration": 0.520887, + "end_time": "2023-11-02T23:37:16.924433", "exception": false, - "start_time": "2023-11-01T23:36:54.880566", + "start_time": "2023-11-02T23:37:16.403546", "status": "completed" }, "tags": [] @@ -461,14 +461,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 9.342807, - "end_time": "2023-11-01T23:36:55.663562", + "duration": 12.818483, + "end_time": "2023-11-02T23:37:17.345878", "environment_variables": {}, "exception": null, "input_path": "the-barn.ipynb", "output_path": "../../../../working/output/the-barn.ipynb", "parameters": {}, - "start_time": "2023-11-01T23:36:46.320755", + "start_time": "2023-11-02T23:37:04.527395", "version": "2.4.0" } }, diff --git a/working/output/tickets-transform.ipynb b/working/output/tickets-transform.ipynb index 64530782..eb9ad77e 100644 --- a/working/output/tickets-transform.ipynb +++ b/working/output/tickets-transform.ipynb @@ -3,19 +3,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "b370056a", + "id": "4e6cfebf", "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T11:26:13.449985Z", - "iopub.status.busy": "2023-11-02T11:26:13.449409Z", - "iopub.status.idle": "2023-11-02T11:26:13.623002Z", - "shell.execute_reply": "2023-11-02T11:26:13.622511Z" + "iopub.execute_input": "2023-11-02T23:40:16.134033Z", + "iopub.status.busy": "2023-11-02T23:40:16.133477Z", + "iopub.status.idle": "2023-11-02T23:40:16.397185Z", + "shell.execute_reply": "2023-11-02T23:40:16.396508Z" }, "papermill": { - "duration": 0.1807, - "end_time": "2023-11-02T11:26:13.624264", + "duration": 0.269237, + "end_time": "2023-11-02T23:40:16.398842", "exception": false, - "start_time": "2023-11-02T11:26:13.443564", + "start_time": "2023-11-02T23:40:16.129605", "status": "completed" }, "tags": [] @@ -25,7 +25,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "/media/data/code/oi/leeds-2023\n" + "/home/runner/work/leeds-2023/leeds-2023\n" ] } ], @@ -43,19 +43,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "99beca3c", + "id": "497baa57", "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T11:26:13.629118Z", - "iopub.status.busy": "2023-11-02T11:26:13.628801Z", - "iopub.status.idle": "2023-11-02T11:26:18.461947Z", - "shell.execute_reply": "2023-11-02T11:26:18.461552Z" + "iopub.execute_input": "2023-11-02T23:40:16.405135Z", + "iopub.status.busy": "2023-11-02T23:40:16.404485Z", + "iopub.status.idle": "2023-11-02T23:40:26.492159Z", + "shell.execute_reply": "2023-11-02T23:40:26.491495Z" }, "papermill": { - "duration": 4.836688, - "end_time": "2023-11-02T11:26:18.463000", + "duration": 10.092557, + "end_time": "2023-11-02T23:40:26.493952", "exception": false, - "start_time": "2023-11-02T11:26:13.626312", + "start_time": "2023-11-02T23:40:16.401395", "status": "completed" }, "tags": [] @@ -68,19 +68,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "d96e739d", + "id": "6eb2910f", "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T11:26:18.465838Z", - "iopub.status.busy": "2023-11-02T11:26:18.465702Z", - "iopub.status.idle": "2023-11-02T11:26:18.478360Z", - "shell.execute_reply": "2023-11-02T11:26:18.478011Z" + "iopub.execute_input": "2023-11-02T23:40:26.500589Z", + "iopub.status.busy": "2023-11-02T23:40:26.499983Z", + "iopub.status.idle": "2023-11-02T23:40:26.522442Z", + "shell.execute_reply": "2023-11-02T23:40:26.521834Z" }, "papermill": { - "duration": 0.015213, - "end_time": "2023-11-02T11:26:18.479385", + "duration": 0.027586, + "end_time": "2023-11-02T23:40:26.524107", "exception": false, - "start_time": "2023-11-02T11:26:18.464172", + "start_time": "2023-11-02T23:40:26.496521", "status": "completed" }, "tags": [] @@ -93,19 +93,19 @@ { "cell_type": "code", "execution_count": 4, - "id": "1137e989", + "id": "743d7f51", "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T11:26:18.482152Z", - "iopub.status.busy": "2023-11-02T11:26:18.481932Z", - "iopub.status.idle": "2023-11-02T11:26:18.488708Z", - "shell.execute_reply": "2023-11-02T11:26:18.488360Z" + "iopub.execute_input": "2023-11-02T23:40:26.529753Z", + "iopub.status.busy": "2023-11-02T23:40:26.529532Z", + "iopub.status.idle": "2023-11-02T23:40:26.539605Z", + "shell.execute_reply": "2023-11-02T23:40:26.539001Z" }, "papermill": { - "duration": 0.008947, - "end_time": "2023-11-02T11:26:18.489435", + "duration": 0.014746, + "end_time": "2023-11-02T23:40:26.541141", "exception": false, - "start_time": "2023-11-02T11:26:18.480488", + "start_time": "2023-11-02T23:40:26.526395", "status": "completed" }, "tags": [] @@ -116,24 +116,24 @@ "output_type": "stream", "text": [ "\n", - "RangeIndex: 5598 entries, 0 to 5597\n", + "RangeIndex: 5613 entries, 0 to 5612\n", "Data columns (total 12 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", - " 0 object 5598 non-null object \n", - " 1 id 5598 non-null object \n", - " 2 postcode_from_question 5355 non-null object \n", - " 3 postcode_from_address 567 non-null object \n", - " 4 created_at 5598 non-null datetime64[ns]\n", - " 5 event_id 5598 non-null object \n", - " 6 event_name 5598 non-null object \n", - " 7 event_date 5598 non-null datetime64[ns]\n", - " 8 number_of_tickets 5598 non-null int64 \n", + " 0 object 5613 non-null object \n", + " 1 id 5613 non-null object \n", + " 2 postcode_from_question 5370 non-null object \n", + " 3 postcode_from_address 569 non-null object \n", + " 4 created_at 5613 non-null datetime64[ns]\n", + " 5 event_id 5613 non-null object \n", + " 6 event_name 5613 non-null object \n", + " 7 event_date 5613 non-null datetime64[ns]\n", + " 8 number_of_tickets 5613 non-null int64 \n", " 9 referral_tag 0 non-null float64 \n", - " 10 status 5598 non-null object \n", - " 11 status_message 110 non-null object \n", + " 10 status 5613 non-null object \n", + " 11 status_message 111 non-null object \n", "dtypes: datetime64[ns](2), float64(1), int64(1), object(8)\n", - "memory usage: 524.9+ KB\n" + "memory usage: 526.3+ KB\n" ] } ], @@ -144,19 +144,19 @@ { "cell_type": "code", "execution_count": 5, - "id": "363b92f7", + "id": "836ef7b3", "metadata": { "execution": { - "iopub.execute_input": 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"2023-11-02T23:40:27.583162Z", + "shell.execute_reply": "2023-11-02T23:40:27.582494Z" }, "papermill": { - "duration": 0.016291, - "end_time": "2023-11-02T11:26:19.159302", + "duration": 0.033841, + "end_time": "2023-11-02T23:40:27.584955", "exception": false, - "start_time": "2023-11-02T11:26:19.143011", + "start_time": "2023-11-02T23:40:27.551114", "status": "completed" }, "tags": [] @@ -251,19 +251,19 @@ { "cell_type": "code", "execution_count": 9, - "id": "5a6e3ec0", + "id": "902adce2", "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T11:26:19.162142Z", - "iopub.status.busy": "2023-11-02T11:26:19.161994Z", - "iopub.status.idle": "2023-11-02T11:26:19.796788Z", - "shell.execute_reply": "2023-11-02T11:26:19.796440Z" + "iopub.execute_input": "2023-11-02T23:40:27.592397Z", + "iopub.status.busy": "2023-11-02T23:40:27.591826Z", + "iopub.status.idle": "2023-11-02T23:40:28.975051Z", + "shell.execute_reply": "2023-11-02T23:40:28.974440Z" }, "papermill": { - "duration": 0.638204, - "end_time": "2023-11-02T11:26:19.798664", + "duration": 1.391328, + "end_time": "2023-11-02T23:40:28.979756", "exception": false, - "start_time": "2023-11-02T11:26:19.160460", + "start_time": "2023-11-02T23:40:27.588428", "status": "completed" }, "tags": [] @@ -271,7 +271,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -287,19 +287,19 @@ { "cell_type": "code", "execution_count": 10, - "id": "681f4c4d", + "id": "a7eaf725", "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T11:26:19.809535Z", - "iopub.status.busy": "2023-11-02T11:26:19.809332Z", - "iopub.status.idle": "2023-11-02T11:26:19.891021Z", - "shell.execute_reply": "2023-11-02T11:26:19.890651Z" + "iopub.execute_input": "2023-11-02T23:40:28.995937Z", + "iopub.status.busy": "2023-11-02T23:40:28.995222Z", + "iopub.status.idle": "2023-11-02T23:40:29.162291Z", + "shell.execute_reply": "2023-11-02T23:40:29.161704Z" }, "papermill": { - "duration": 0.088011, - "end_time": "2023-11-02T11:26:19.891838", + "duration": 0.17663, + "end_time": "2023-11-02T23:40:29.163790", "exception": false, - "start_time": "2023-11-02T11:26:19.803827", + "start_time": "2023-11-02T23:40:28.987160", "status": "completed" }, "tags": [] @@ -307,7 +307,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -320,16 +320,41 @@ "chart = completed_orders.groupby(['event_date']).number_of_tickets.sum().resample('M').sum().plot.bar()\n" ] }, + { + "cell_type": "code", + "execution_count": 11, + "id": "aa89af50", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-02T23:40:29.180914Z", + "iopub.status.busy": "2023-11-02T23:40:29.180400Z", + "iopub.status.idle": "2023-11-02T23:40:29.188881Z", + "shell.execute_reply": "2023-11-02T23:40:29.188318Z" + }, + "papermill": { + "duration": 0.018512, + "end_time": "2023-11-02T23:40:29.190256", + "exception": false, + "start_time": "2023-11-02T23:40:29.171744", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "completed_orders.loc[:, ['event_date', 'event_name', 'event_id']].drop_duplicates().sort_values('event_date').to_csv('../../../../data/metrics/events/tickets/events.csv', index=False)" + ] + }, { "cell_type": "code", "execution_count": null, - "id": "ce46a71d", + "id": "8863ed08", "metadata": { "papermill": { - "duration": 0.005265, - "end_time": "2023-11-02T11:26:19.902485", + "duration": 0.00751, + "end_time": "2023-11-02T23:40:29.205333", "exception": false, - "start_time": "2023-11-02T11:26:19.897220", + "start_time": "2023-11-02T23:40:29.197823", "status": "completed" }, "tags": [] @@ -354,18 +379,18 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.12" + "version": "3.10.13" }, "papermill": { "default_parameters": {}, - "duration": 7.503651, - "end_time": "2023-11-02T11:26:20.225995", + "duration": 14.860624, + "end_time": "2023-11-02T23:40:29.630549", "environment_variables": {}, "exception": null, "input_path": "tickets.ipynb", "output_path": "../../../../working/output/tickets-transform.ipynb", "parameters": {}, - "start_time": "2023-11-02T11:26:12.722344", + "start_time": "2023-11-02T23:40:14.769925", "version": "2.4.0" } },