From e4b798597a8c2e9e23e34080a6bfb130403db559 Mon Sep 17 00:00:00 2001 From: gilesdring Date: Tue, 12 Nov 2024 09:02:11 +0000 Subject: [PATCH] Data updates --- data/labour-market/monthly-rolling.csv | 59 + data/vacancies/vacancies_by_date.csv | 11 +- scripts/cpi/dvc.lock | 2 +- scripts/labour-market/dvc.lock | 38 +- scripts/maps/dvc.lock | 8 +- scripts/neet/dvc.lock | 2 +- scripts/vacancies/dvc.lock | 24 +- src/_data/sources/labour-market/headlines.csv | 16 +- .../labour_market_status_all_data.csv | 198 +-- .../labour_market_status_last_3_years.csv | 24 +- .../long_term_unemployed_all_data.csv | 198 +-- .../long_term_unemployed_last_3_years.csv | 24 +- .../vacancies/growth_key_youth_sectors.csv | 4 +- .../vacancies/growth_wanted_youth_sectors.csv | 3 +- src/_data/sources/vacancies/headlines.csv | 6 +- src/_data/sources/vacancies/metadata.json | 2 +- .../sources/vacancies/monthly_vacancies.csv | 9 +- .../quarterly_growth_all_sectors.csv | 18 +- .../sources/vacancies/quarterly_vacancies.csv | 2 +- .../employment/_data/view/claimants_16_24.csv | 942 +++++------ .../_data/view/claimants_16_plus.csv | 1002 +++++------ src/dashboard/labour-market/_data/latest.json | 18 +- src/dashboard/vacancies/_data/latest.json | 2 +- working/output/labour-market-prepare.ipynb | 1466 ++++++++--------- working/output/neet-transform.ipynb | 214 +-- working/output/vacancies-transform.ipynb | 86 +- working/upstream/census-employment-status.dvc | 4 +- working/upstream/census-qualifications.dvc | 4 +- .../claimants-per-population-latest.csv.dvc | 8 +- working/upstream/destinations.dvc | 4 +- working/upstream/education.csv.dvc | 4 +- .../education_attainment_pcon_2010.dvc | 4 +- working/upstream/ks4_char_outcomes.dvc | 4 +- working/upstream/ks4_outcomes.dvc | 4 +- ...r-market_last_3_years_by_pcon_2010.csv.dvc | 4 +- .../labour-market_most_recent_by_pcon.csv.dvc | 4 +- ...ur-market_most_recent_by_pcon_2010.csv.dvc | 4 +- .../labour_market_by_pcon.parquet.dvc | 4 +- working/upstream/lms-codes.csv.dvc | 6 +- working/upstream/lms.csv.dvc | 8 +- working/upstream/metadata.csv.dvc | 6 +- working/upstream/mm23-codes.dvc | 4 +- working/upstream/mm23.csv.dvc | 4 +- working/upstream/neet-codes.csv.dvc | 4 +- working/upstream/neet-factors.csv.dvc | 4 +- working/upstream/neet.csv.dvc | 4 +- working/upstream/oecd-neet.csv.dvc | 4 +- .../oecd_education_attainment.csv.dvc | 4 +- .../upstream/oecd_lfs_by_sex_and_age.csv.dvc | 4 +- working/upstream/oecd_wage_levels.csv.dvc | 4 +- .../qualifications-local-authority.dvc | 4 +- .../uk-constituencies-2023.hexjson.dvc | 4 +- .../uk-constituencies-2024-changes.csv.dvc | 4 +- .../uk-constituencies-2024.geojson.dvc | 4 +- working/upstream/unem-codes.csv.dvc | 6 +- working/upstream/unem.csv.dvc | 8 +- .../vacancies-growth-by-sector.csv.dvc | 8 +- 57 files changed, 2291 insertions(+), 2233 deletions(-) diff --git a/data/labour-market/monthly-rolling.csv b/data/labour-market/monthly-rolling.csv index 8aa5ec33..c4e86fc0 100644 --- a/data/labour-market/monthly-rolling.csv +++ b/data/labour-market/monthly-rolling.csv @@ -17385,3 +17385,62 @@ YBXM,7.1,2024-07-01 YBXV,64.0,2024-07-01 YBXY,88.0,2024-07-01 YBYB,18.4,2024-07-01 +AGNH,84.0,2024-08-01 +AGNI,2594.0,2024-08-01 +AGNJ,2678.0,2024-08-01 +AGNM,1395.0,2024-08-01 +AGNP,1283.0,2024-08-01 +AGNT,918.0,2024-08-01 +AGOJ,39.0,2024-08-01 +AGOK,383.0,2024-08-01 +AGOL,422.0,2024-08-01 +AGOO,273.0,2024-08-01 +AGOR,149.0,2024-08-01 +AGOU,205.0,2024-08-01 +AGPK,111.0,2024-08-01 +AGPL,678.0,2024-08-01 +AGPM,789.0,2024-08-01 +AGPP,407.0,2024-08-01 +AGPS,382.0,2024-08-01 +AGPV,2173.0,2024-08-01 +AIVZ,50.0,2024-08-01 +AIWG,35.8,2024-08-01 +AIWH,71.0,2024-08-01 +AIWI,68.9,2024-08-01 +AIWL,67.2,2024-08-01 +AIWX,70.8,2024-08-01 +AIXB,27.8,2024-08-01 +AIXR,32.0,2024-08-01 +AIXS,12.9,2024-08-01 +AIXT,13.6,2024-08-01 +AIXW,16.4,2024-08-01 +AIXZ,10.4,2024-08-01 +AIYC,18.3,2024-08-01 +AIYL,41.2,2024-08-01 +AIYS,47.3,2024-08-01 +AIYT,18.6,2024-08-01 +AIYU,20.3,2024-08-01 +AIYX,19.6,2024-08-01 +AIZA,21.0,2024-08-01 +AIZD,65.9,2024-08-01 +JN5R,7184.0,2024-08-01 +JN62,3295.0,2024-08-01 +JN69,234.0,2024-08-01 +JN6A,3654.0,2024-08-01 +JN6B,3889.0,2024-08-01 +JN6E,2076.0,2024-08-01 +JN6H,1813.0,2024-08-01 +LF2Q,4.4,2024-08-01 +LF2S,21.8,2024-08-01 +MGUQ,3595.0,2024-08-01 +MGVF,627.0,2024-08-01 +MGVU,2962.0,2024-08-01 +MGWY,14.8,2024-08-01 +YBVH,114.0,2024-08-01 +YBVN,513.0,2024-08-01 +YBXG,15.0,2024-08-01 +YBXJ,10.0,2024-08-01 +YBXM,9.2,2024-08-01 +YBXV,72.0,2024-08-01 +YBXY,95.0,2024-08-01 +YBYB,18.6,2024-08-01 diff --git a/data/vacancies/vacancies_by_date.csv b/data/vacancies/vacancies_by_date.csv index 3ee38d97..9468abe4 100644 --- a/data/vacancies/vacancies_by_date.csv +++ b/data/vacancies/vacancies_by_date.csv @@ -379,7 +379,7 @@ AP2Y,1024.0,2023-06-01,m AP2Y,1000.0,2023-07-01,m AP2Y,983.0,2023-07-01,q AP2Y,983.0,2023-08-01,m -AP2Y,959.0,2023-09-01,m +AP2Y,961.0,2023-09-01,m AP2Y,951.0,2023-10-01,m AP2Y,929.0,2023-10-01,q AP2Y,929.0,2023-11-01,m @@ -391,7 +391,8 @@ AP2Y,909.0,2024-03-01,m AP2Y,899.0,2024-04-01,m AP2Y,875.0,2024-04-01,q AP2Y,875.0,2024-05-01,m -AP2Y,869.0,2024-06-01,m -AP2Y,856.0,2024-07-01,m -AP2Y,841.0,2024-07-01,q -AP2Y,841.0,2024-08-01,m +AP2Y,866.0,2024-06-01,m +AP2Y,853.0,2024-07-01,m +AP2Y,840.0,2024-07-01,q +AP2Y,840.0,2024-08-01,m +AP2Y,831.0,2024-09-01,m diff --git a/scripts/cpi/dvc.lock b/scripts/cpi/dvc.lock index 12371f1a..a57114be 100644 --- a/scripts/cpi/dvc.lock +++ b/scripts/cpi/dvc.lock @@ -52,7 +52,7 @@ stages: size: 8605 - path: working/upstream/metadata.csv hash: md5 - md5: c011c322af5151f2fdfec9f085a9ef65 + md5: b47172f55986c3079c3802f02a21718c size: 201 - path: working/upstream/mm23-codes.csv hash: md5 diff --git a/scripts/labour-market/dvc.lock b/scripts/labour-market/dvc.lock index 3e500a71..9c8e4d7a 100644 --- a/scripts/labour-market/dvc.lock +++ b/scripts/labour-market/dvc.lock @@ -13,20 +13,20 @@ stages: size: 628 - path: working/upstream/lms.csv hash: md5 - md5: 5b6bf0a30eaeabdfc46836615929b0c4 - size: 18838169 + md5: f4bb4e6b5846ff130e8024212fa80171 + size: 18904868 outs: - path: data/labour-market/monthly-rolling.csv hash: md5 - md5: d3cf112f98254475dd57de9a72f28f45 - size: 376393 + md5: 5a1b9c61e7eb4738135389bda9867671 + size: 377671 prepare: cmd: papermill prepare.ipynb ../../working/output/labour-market-prepare.ipynb deps: - path: ../../data/labour-market/monthly-rolling.csv hash: md5 - md5: d3cf112f98254475dd57de9a72f28f45 - size: 376393 + md5: 5a1b9c61e7eb4738135389bda9867671 + size: 377671 - path: ../../scripts/util/ hash: md5 md5: 11bcc8647207a0a99fd2664fe46f756a.dir @@ -34,7 +34,7 @@ stages: nfiles: 7 - path: ../../working/upstream/metadata.csv hash: md5 - md5: c011c322af5151f2fdfec9f085a9ef65 + md5: b47172f55986c3079c3802f02a21718c size: 201 - path: config.py hash: md5 @@ -51,25 +51,25 @@ stages: outs: - path: ../../src/_data/sources/labour-market/headlines.csv hash: md5 - md5: 60bd01001b73788b374949c7188a5b53 - size: 1166 + md5: 23ed48f9eb5da593c23d56be147f6173 + size: 1167 - path: ../../src/_data/sources/labour-market/labour_market_status_all_data.csv hash: md5 - md5: 632f1e471281f0735725d8ff6ac9f264 - size: 35426 + md5: bee96f66d57499e9d76f4b752767baa0 + size: 35435 - path: ../../src/_data/sources/labour-market/labour_market_status_last_3_years.csv hash: md5 - md5: 3f73a19a9d32050b39dd295ff6f4e083 - size: 6472 + md5: b36d962051cac10985d5f52697c0e715 + size: 6477 - path: ../../src/_data/sources/labour-market/long_term_unemployed_all_data.csv hash: md5 - md5: e8e24672a075b8c283e20ed05b24512c - size: 11963 + md5: 69aa5a1281273a6221257e600af37548 + size: 11992 - path: ../../src/_data/sources/labour-market/long_term_unemployed_last_3_years.csv hash: md5 - md5: 145bd653f205e74d7bcff95a03efbee6 - size: 1907 + md5: e0c92cc72df4155e5306f6ba8ed165f1 + size: 1933 - path: ../../src/dashboard/labour-market/_data/latest.json hash: md5 - md5: 088eae02062c01543c85ee41e48593cb - size: 533 + md5: 3583a75a003bad9dedf2cc464dbcf458 + size: 534 diff --git a/scripts/maps/dvc.lock b/scripts/maps/dvc.lock index fb975211..acdbe40b 100644 --- a/scripts/maps/dvc.lock +++ b/scripts/maps/dvc.lock @@ -13,8 +13,8 @@ stages: size: 2565260 - path: working/upstream/claimants-per-population-latest.csv hash: md5 - md5: e526d6cb9e143050305599acac941066 - size: 93656 + md5: 6cb320ccd5b774a267097ca448b29dcd + size: 93675 - path: working/upstream/labour-market_most_recent_by_pcon_2010.csv hash: md5 md5: 0b507ad441f9c7f5fdfd26c0f3010d1b @@ -22,6 +22,6 @@ stages: outs: - path: src/areas/maps/employment/_data/view hash: md5 - md5: 54f1afa1cbf1b99d0ca9f976afe6f3c3.dir - size: 181042 + md5: 0eaed711f96c724ec07991cc51073daa.dir + size: 181052 nfiles: 10 diff --git a/scripts/neet/dvc.lock b/scripts/neet/dvc.lock index 645e6696..f9e918f4 100644 --- a/scripts/neet/dvc.lock +++ b/scripts/neet/dvc.lock @@ -16,7 +16,7 @@ stages: deps: - path: ../../working/upstream/metadata.csv hash: md5 - md5: c011c322af5151f2fdfec9f085a9ef65 + md5: b47172f55986c3079c3802f02a21718c size: 201 - path: ../../working/upstream/neet.csv hash: md5 diff --git a/scripts/vacancies/dvc.lock b/scripts/vacancies/dvc.lock index 37937212..f9da0e53 100644 --- a/scripts/vacancies/dvc.lock +++ b/scripts/vacancies/dvc.lock @@ -5,8 +5,8 @@ stages: deps: - path: data/vacancies/vacancies_by_date.csv hash: md5 - md5: ef4a5d9d6afa4bb9bc8fb26ac54a2e30 - size: 9560 + md5: dbdb47c2847eb6d76541bfb91e07a668 + size: 9584 - path: scripts/util/metadata.py hash: md5 md5: cfc702d76a3920af615dbbf1a9408cfd @@ -17,17 +17,17 @@ stages: size: 5836 - path: working/upstream/metadata.csv hash: md5 - md5: c011c322af5151f2fdfec9f085a9ef65 + md5: b47172f55986c3079c3802f02a21718c size: 201 - path: working/upstream/vacancies-growth-by-sector.csv hash: md5 - md5: 1dddba7c580b5becede18639b52b1d89 - size: 1879 + md5: 3b84beea0809cc1dfe490c8306a20aa7 + size: 2015 outs: - path: src/_data/sources/vacancies/ hash: md5 - md5: 5860e34973fc094c87138c76c6dd3a6e.dir - size: 21315 + md5: 08362e16fce75006623a666527a5c80f.dir + size: 21323 nfiles: 7 extract: cmd: PYTHONPATH=. python3 scripts/vacancies/extract.py @@ -45,12 +45,12 @@ stages: deps: - path: ../../working/upstream/unem-codes.csv hash: md5 - md5: 68309ab8e6d635220bcfdd7f95917b4d + md5: c164dccb1e73391355b07ced2db1e122 size: 33842 - path: ../../working/upstream/unem.csv hash: md5 - md5: 7cd908b9470cba5f73efc7cf40197af3 - size: 3738989 + md5: fdcdb887af3179dc84635e3acdc2afbc + size: 3743540 - path: transform.ipynb hash: md5 md5: 9ad3d7e68c06102c0196aa068faabfc2 @@ -58,5 +58,5 @@ stages: outs: - path: ../../data/vacancies/vacancies_by_date.csv hash: md5 - md5: ef4a5d9d6afa4bb9bc8fb26ac54a2e30 - size: 9560 + md5: dbdb47c2847eb6d76541bfb91e07a668 + size: 9584 diff --git a/src/_data/sources/labour-market/headlines.csv b/src/_data/sources/labour-market/headlines.csv index 83dae617..4938a083 100644 --- a/src/_data/sources/labour-market/headlines.csv +++ b/src/_data/sources/labour-market/headlines.csv @@ -1,9 +1,9 @@ Title,Value,Note,Suffix -Unemployment rate (all working age),4.1,"People aged 16-64, unemployed as at Jun-Aug 2024 (seasonally adjusted)",% -Economic inactivity rate (all working age),21.8,"People aged 16-64, economically inactive as at Jun-Aug 2024 (seasonally adjusted)",% -Unemployment rate (young people),13.6,"Young people aged 16-24, unemployed as at Jun-Aug 2024 (seasonally adjusted)",% -Economic inactivity rate (young people),41.2,"Young people aged 16-24, economically inactive as at Jun-Aug 2024 (seasonally adjusted)",% -Unemployment rate (Not in full-time education),12.6,"Young people aged 16-24, not in full-time education, unemployed as at Jun-Aug 2024 (seasonally adjusted)",% -Economic inactivity rate (Not in full-time education),19.8,"Young people aged 16-24, not in full-time education, economically inactive as at Jun-Aug 2024 (seasonally adjusted)",% -Long-term unemployment rate 6 to 12 months,13.5,"Young people aged 16-24, unemployed between 6 and 12 months as at Jun-Aug 2024 (seasonally adjusted)",% -Long-term unemployment rate over 12 months,95.0,"Young people aged 16-24, unemployed over 12 months as at Jun-Aug 2024 (seasonally adjusted)",% +Unemployment rate (all working age),4.4,"People aged 16-64, unemployed as at Jul-Sep 2024 (seasonally adjusted)",% +Economic inactivity rate (all working age),21.8,"People aged 16-64, economically inactive as at Jul-Sep 2024 (seasonally adjusted)",% +Unemployment rate (young people),14.8,"Young people aged 16-24, unemployed as at Jul-Sep 2024 (seasonally adjusted)",% +Economic inactivity rate (young people),41.2,"Young people aged 16-24, economically inactive as at Jul-Sep 2024 (seasonally adjusted)",% +Unemployment rate (Not in full-time education),13.6,"Young people aged 16-24, not in full-time education, unemployed as at Jul-Sep 2024 (seasonally adjusted)",% +Economic inactivity rate (Not in full-time education),20.3,"Young people aged 16-24, not in full-time education, economically inactive as at Jul-Sep 2024 (seasonally adjusted)",% +Long-term unemployment rate 6 to 12 months,13.9,"Young people aged 16-24, unemployed between 6 and 12 months as at Jul-Sep 2024 (seasonally adjusted)",% +Long-term unemployment rate over 12 months,105.0,"Young people aged 16-24, unemployed over 12 months as at Jul-Sep 2024 (seasonally adjusted)",% diff --git a/src/_data/sources/labour-market/labour_market_status_all_data.csv b/src/_data/sources/labour-market/labour_market_status_all_data.csv index ebac558f..f5ddc863 100644 --- a/src/_data/sources/labour-market/labour_market_status_all_data.csv +++ b/src/_data/sources/labour-market/labour_market_status_all_data.csv @@ -1,100 +1,100 @@ quarter_index,lms_period,age_16_to_17_not_in_ft_education_in_employment_sa,age_18_to_24_not_in_ft_education_in_employment_sa,age_16_to_24_not_in_ft_education_in_employment_sa,men_16_to_24_not_in_ft_education_in_employment_sa,women_16_to_24_not_in_ft_education_in_employment_sa,age_16_to_24_in_ft_education_in_employment_sa,age_16_to_17_not_in_ft_education_unemployed_sa,age_18_to_24_not_in_ft_education_unemployed_sa,age_16_to_24_not_in_ft_education_unemployed_sa,men_16_to_24_not_in_ft_education_unemployed_sa,women_16_to_24_not_in_ft_education_unemployed_sa,age_16_to_24_in_ft_education_unemployed_sa,age_16_to_17_not_in_ft_education_economically_inactive_sa,age_18_to_24_not_in_ft_education_economically_inactive_sa,age_16_to_24_not_in_ft_education_economically_inactive_sa,men_16_to_24_not_in_ft_education_economically_inactive_sa,women_16_to_24_not_in_ft_education_economically_inactive_sa,age_16_to_24_in_ft_education_economically_inactive_sa,age_16_to_24_employment_rate_sa,age_16_to_17_not_in_ft_education_employment_rate_sa,age_18_to_24_not_in_ft_education_employment_rate_sa,age_16_to_24_not_in_ft_education_employment_rate_sa,men_16_to_24_not_in_ft_education_employment_rate_sa,women_16_to_24_not_in_ft_education_employment_rate_sa,age_16_to_24_in_ft_education_employment_rate_sa,age_16_to_17_not_in_ft_education_unemployment_rate_sa,age_18_to_24_not_in_ft_education_unemployment_rate_sa,age_16_to_24_not_in_ft_education_unemployment_rate_sa,men_16_to_24_not_in_ft_education_unemployment_rate_sa,women_16_to_24_not_in_ft_education_unemployment_rate_sa,age_16_to_24_in_ft_education_unemployment_rate_sa,age_16_to_24_economic_inactivity_rate_sa,age_16_to_17_not_in_ft_education_economic_inactivity_rate_sa,age_18_to_24_not_in_ft_education_economic_inactivity_rate_sa,age_16_to_24_not_in_ft_education_economic_inactivity_rate_sa,men_16_to_24_not_in_ft_education_economic_inactivity_rate_sa,women_16_to_24_not_in_ft_education_economic_inactivity_rate_sa,age_16_to_24_in_ft_education_economic_inactivity_rate_sa,age_16_to_24_total_sa,age_16_to_24_in_ft_education_total_sa,age_16_to_17_not_in_ft_education_total_sa,age_18_to_24_not_in_ft_education_total_sa,age_16_to_24_not_in_ft_education_total_sa,men_16_to_24_not_in_ft_education_total_sa,women_16_to_24_not_in_ft_education_total_sa,unemployment_rate_sa,economic_inactivity_rate_sa,age_16_to_24_in_employment_sa,age_16_to_24_unemployed_sa,age_16_to_24_economically_inactive_sa,age_16_to_24_unemployment_rate_sa,quarter_label,quarter_axis_label -0,2000-01-01,249.0,2765.0,3013.0,1632.0,1381.0,920.0,79.0,329.0,408.0,243.0,165.0,162.0,58.0,504.0,562.0,142.0,420.0,1193.0,62.8,64.5,76.8,75.6,80.9,70.2,40.4,24.0,10.6,11.9,13.0,10.7,15.0,28.1,15.0,14.0,14.1,7.0,21.4,52.5,6259.0,2275.0,385.0,3598.0,3984.0,2017.0,1966.0,5.9,23.3,3933.0,570.0,1756.0,12.7,Dec-Feb 2000,Dec-Feb\n2000 -1,2000-04-01,246.0,2748.0,2994.0,1625.0,1369.0,946.0,85.0,337.0,422.0,255.0,167.0,157.0,61.0,496.0,557.0,151.0,406.0,1187.0,62.9,62.7,76.8,75.4,80.0,70.5,41.3,25.8,10.9,12.4,13.6,10.9,14.2,27.8,15.6,13.8,14.0,7.4,20.9,51.8,6263.0,2290.0,392.0,3581.0,3973.0,2031.0,1942.0,5.7,23.2,3940.0,579.0,1744.0,12.8,Mar-May 2000,Mar-May\n2000 -2,2000-07-01,240.0,2750.0,2989.0,1627.0,1362.0,951.0,77.0,316.0,393.0,230.0,164.0,141.0,63.0,500.0,562.0,154.0,408.0,1239.0,62.8,63.1,77.1,75.8,80.9,70.4,40.8,24.4,10.3,11.6,12.4,10.7,12.9,28.7,16.5,14.0,14.3,7.7,21.1,53.1,6276.0,2331.0,379.0,3565.0,3945.0,2011.0,1934.0,5.3,23.3,3941.0,534.0,1801.0,11.9,Jun-Aug 2000,Jun-Aug\n2000 -3,2000-10-01,226.0,2749.0,2976.0,1614.0,1361.0,934.0,85.0,317.0,402.0,237.0,165.0,151.0,62.0,513.0,574.0,162.0,413.0,1268.0,62.0,60.7,76.8,75.3,80.2,70.2,39.7,27.3,10.3,11.9,12.8,10.8,13.9,29.2,16.5,14.3,14.5,8.0,21.3,53.9,6305.0,2353.0,373.0,3579.0,3952.0,2013.0,1939.0,5.3,23.5,3910.0,553.0,1842.0,12.4,Sep-Nov 2000,Sep-Nov\n2000 -4,2001-01-01,241.0,2735.0,2976.0,1622.0,1354.0,952.0,82.0,324.0,406.0,251.0,155.0,144.0,59.0,517.0,576.0,157.0,419.0,1280.0,62.0,63.1,76.5,75.2,79.9,70.2,40.1,25.4,10.6,12.0,13.4,10.3,13.1,29.3,15.4,14.5,14.5,7.7,21.7,53.9,6334.0,2376.0,382.0,3576.0,3958.0,2030.0,1928.0,5.2,23.3,3928.0,550.0,1856.0,12.3,Dec-Feb 2001,Dec-Feb\n2001 -5,2001-04-01,257.0,2775.0,3032.0,1652.0,1380.0,940.0,80.0,312.0,392.0,239.0,152.0,129.0,69.0,506.0,576.0,158.0,418.0,1295.0,62.4,63.4,77.2,75.8,80.6,70.8,39.8,23.6,10.1,11.4,12.7,9.9,12.1,29.4,17.0,14.1,14.4,7.7,21.4,54.8,6363.0,2364.0,406.0,3593.0,3999.0,2049.0,1950.0,5.0,23.5,3972.0,521.0,1870.0,11.6,Mar-May 2001,Mar-May\n2001 -6,2001-07-01,232.0,2808.0,3040.0,1662.0,1378.0,959.0,77.0,313.0,390.0,254.0,136.0,150.0,57.0,490.0,547.0,131.0,416.0,1305.0,62.6,63.3,77.8,76.4,81.2,71.4,39.7,25.0,10.0,11.4,13.3,9.0,13.6,29.0,15.6,13.6,13.8,6.4,21.6,54.1,6391.0,2414.0,366.0,3611.0,3977.0,2047.0,1930.0,5.1,23.5,3998.0,540.0,1852.0,11.9,Jun-Aug 2001,Jun-Aug\n2001 -7,2001-10-01,259.0,2826.0,3085.0,1659.0,1425.0,943.0,85.0,338.0,423.0,264.0,159.0,137.0,64.0,501.0,565.0,151.0,415.0,1273.0,62.7,63.4,77.1,75.7,80.0,71.3,40.1,24.8,10.7,12.1,13.7,10.0,12.7,28.6,15.7,13.7,13.9,7.3,20.7,54.1,6426.0,2353.0,409.0,3664.0,4073.0,2074.0,1999.0,5.2,23.4,4027.0,560.0,1839.0,12.2,Sep-Nov 2001,Sep-Nov\n2001 -8,2002-01-01,243.0,2835.0,3078.0,1646.0,1432.0,945.0,85.0,341.0,426.0,265.0,162.0,126.0,71.0,504.0,575.0,166.0,409.0,1311.0,62.3,61.0,77.0,75.5,79.3,71.5,39.7,25.9,10.7,12.2,13.8,10.1,11.8,29.2,17.8,13.7,14.1,8.0,20.4,55.0,6462.0,2383.0,399.0,3680.0,4079.0,2076.0,2003.0,5.2,23.6,4023.0,552.0,1886.0,12.1,Dec-Feb 2002,Dec-Feb\n2002 -9,2002-04-01,230.0,2869.0,3099.0,1653.0,1446.0,954.0,84.0,335.0,420.0,265.0,155.0,138.0,71.0,518.0,589.0,168.0,421.0,1297.0,62.4,59.7,77.1,75.4,79.2,71.5,39.9,26.8,10.5,11.9,13.8,9.7,12.6,29.0,18.5,13.9,14.3,8.1,20.8,54.3,6497.0,2389.0,386.0,3723.0,4109.0,2086.0,2022.0,5.3,23.3,4053.0,558.0,1886.0,12.1,Mar-May 2002,Mar-May\n2002 -10,2002-07-01,230.0,2865.0,3096.0,1644.0,1451.0,948.0,86.0,337.0,424.0,259.0,164.0,140.0,75.0,526.0,601.0,177.0,424.0,1325.0,61.9,58.9,76.8,75.1,79.1,71.1,39.3,27.3,10.5,12.0,13.6,10.2,12.9,29.5,19.1,14.1,14.6,8.5,20.8,54.9,6533.0,2412.0,391.0,3729.0,4120.0,2080.0,2040.0,5.3,23.3,4043.0,563.0,1926.0,12.2,Jun-Aug 2002,Jun-Aug\n2002 -11,2002-10-01,223.0,2856.0,3079.0,1652.0,1427.0,986.0,89.0,322.0,411.0,259.0,152.0,157.0,78.0,537.0,614.0,173.0,441.0,1320.0,61.9,57.2,76.9,75.0,79.3,70.6,40.0,28.5,10.1,11.8,13.6,9.6,13.8,29.4,19.9,14.4,15.0,8.3,21.8,53.6,6568.0,2464.0,390.0,3715.0,4104.0,2084.0,2020.0,5.2,23.2,4065.0,568.0,1934.0,12.3,Sep-Nov 2002,Sep-Nov\n2002 -12,2003-01-01,232.0,2835.0,3067.0,1661.0,1406.0,992.0,95.0,333.0,429.0,274.0,155.0,153.0,76.0,562.0,637.0,181.0,456.0,1325.0,61.5,57.6,76.0,74.2,78.5,69.7,40.2,29.1,10.5,12.3,14.2,9.9,13.4,29.7,18.7,15.1,15.4,8.5,22.6,53.6,6604.0,2470.0,403.0,3730.0,4133.0,2116.0,2017.0,5.2,23.4,4059.0,582.0,1962.0,12.5,Dec-Feb 2003,Dec-Feb\n2003 -13,2003-04-01,241.0,2847.0,3087.0,1682.0,1405.0,971.0,98.0,337.0,435.0,268.0,167.0,146.0,79.0,546.0,624.0,168.0,456.0,1375.0,61.1,57.7,76.3,74.5,79.4,69.3,39.0,28.9,10.6,12.3,13.7,10.6,13.1,30.1,18.9,14.6,15.1,7.9,22.5,55.2,6639.0,2493.0,417.0,3730.0,4146.0,2118.0,2028.0,5.1,23.3,4058.0,581.0,1999.0,12.5,Mar-May 2003,Mar-May\n2003 -14,2003-07-01,255.0,2862.0,3117.0,1705.0,1412.0,936.0,92.0,339.0,431.0,259.0,171.0,158.0,88.0,569.0,656.0,197.0,460.0,1377.0,60.7,58.7,75.9,74.1,78.9,69.1,37.9,26.5,10.6,12.1,13.2,10.8,14.4,30.5,20.2,15.1,15.6,9.1,22.5,55.7,6675.0,2471.0,434.0,3770.0,4204.0,2161.0,2043.0,5.1,23.3,4053.0,589.0,2033.0,12.7,Jun-Aug 2003,Jun-Aug\n2003 -15,2003-10-01,252.0,2907.0,3159.0,1719.0,1441.0,965.0,88.0,315.0,404.0,255.0,148.0,147.0,83.0,560.0,643.0,188.0,455.0,1394.0,61.5,59.6,76.9,75.1,79.5,70.5,38.5,25.9,9.8,11.3,12.9,9.3,13.2,30.3,19.6,14.8,15.3,8.7,22.3,55.6,6712.0,2506.0,423.0,3782.0,4205.0,2161.0,2044.0,5.0,23.4,4125.0,550.0,2037.0,11.8,Sep-Nov 2003,Sep-Nov\n2003 -16,2004-01-01,232.0,2950.0,3183.0,1722.0,1461.0,971.0,84.0,320.0,404.0,250.0,155.0,159.0,75.0,544.0,619.0,173.0,445.0,1413.0,61.6,59.4,77.3,75.7,80.3,70.9,38.2,26.6,9.8,11.3,12.7,9.6,14.0,30.1,19.1,14.3,14.7,8.1,21.6,55.6,6748.0,2543.0,391.0,3814.0,4205.0,2145.0,2060.0,4.9,23.2,4154.0,563.0,2031.0,11.9,Dec-Feb 2004,Dec-Feb\n2004 -17,2004-04-01,228.0,2964.0,3192.0,1736.0,1456.0,990.0,85.0,315.0,399.0,237.0,163.0,164.0,78.0,558.0,636.0,175.0,460.0,1404.0,61.6,58.4,77.3,75.5,80.8,70.0,38.7,27.1,9.6,11.1,12.0,10.1,14.2,30.1,19.9,14.5,15.0,8.2,22.1,54.9,6785.0,2558.0,391.0,3837.0,4227.0,2148.0,2079.0,4.8,23.4,4183.0,563.0,2039.0,11.9,Mar-May 2004,Mar-May\n2004 -18,2004-07-01,227.0,2934.0,3162.0,1713.0,1449.0,992.0,91.0,337.0,428.0,258.0,170.0,151.0,81.0,581.0,662.0,193.0,469.0,1424.0,60.9,56.9,76.2,74.4,79.2,69.4,38.6,28.6,10.3,11.9,13.1,10.5,13.2,30.6,20.3,15.1,15.6,8.9,22.5,55.5,6819.0,2567.0,400.0,3853.0,4252.0,2164.0,2088.0,4.8,23.5,4153.0,580.0,2086.0,12.2,Jun-Aug 2004,Jun-Aug\n2004 -19,2004-10-01,223.0,2958.0,3181.0,1725.0,1456.0,978.0,95.0,345.0,440.0,265.0,175.0,144.0,81.0,589.0,669.0,206.0,463.0,1437.0,60.7,56.0,76.0,74.1,78.5,69.5,38.2,29.8,10.4,12.1,13.3,10.7,12.8,30.8,20.2,15.1,15.6,9.4,22.1,56.2,6849.0,2559.0,399.0,3891.0,4290.0,2197.0,2093.0,4.7,23.4,4159.0,584.0,2106.0,12.3,Sep-Nov 2004,Sep-Nov\n2004 -20,2005-01-01,230.0,2962.0,3192.0,1720.0,1472.0,984.0,90.0,355.0,445.0,272.0,172.0,160.0,85.0,577.0,662.0,198.0,463.0,1436.0,60.7,56.8,76.1,74.3,78.5,69.8,38.1,28.2,10.7,12.2,13.7,10.5,14.0,30.5,21.0,14.8,15.4,9.0,22.0,55.7,6879.0,2580.0,405.0,3894.0,4299.0,2191.0,2108.0,4.8,23.1,4176.0,605.0,2098.0,12.7,Dec-Feb 2005,Dec-Feb\n2005 -21,2005-04-01,229.0,2934.0,3163.0,1712.0,1452.0,965.0,84.0,356.0,440.0,276.0,164.0,160.0,88.0,609.0,698.0,214.0,484.0,1482.0,59.8,57.1,75.2,73.5,77.8,69.1,37.0,26.8,10.8,12.2,13.9,10.2,14.2,31.5,22.0,15.6,16.2,9.7,23.0,56.8,6909.0,2607.0,402.0,3899.0,4301.0,2201.0,2100.0,4.8,23.4,4129.0,600.0,2180.0,12.7,Mar-May 2005,Mar-May\n2005 -22,2005-07-01,210.0,2955.0,3165.0,1705.0,1460.0,971.0,90.0,361.0,451.0,283.0,168.0,145.0,92.0,603.0,695.0,217.0,477.0,1510.0,59.6,53.5,75.4,73.4,77.3,69.4,37.0,30.1,10.9,12.5,14.2,10.3,13.0,31.8,23.4,15.4,16.1,9.9,22.7,57.5,6936.0,2626.0,392.0,3919.0,4310.0,2206.0,2105.0,4.7,23.3,4136.0,596.0,2205.0,12.6,Jun-Aug 2005,Jun-Aug\n2005 -23,2005-10-01,188.0,2940.0,3127.0,1687.0,1441.0,948.0,89.0,385.0,475.0,299.0,176.0,167.0,102.0,610.0,712.0,227.0,485.0,1532.0,58.6,49.5,74.7,72.5,76.2,68.6,35.8,32.3,11.6,13.2,15.1,10.9,15.0,32.2,26.9,15.5,16.5,10.3,23.1,57.9,6960.0,2647.0,379.0,3935.0,4314.0,2213.0,2101.0,5.1,23.3,4075.0,641.0,2244.0,13.6,Sep-Nov 2005,Sep-Nov\n2005 -24,2006-01-01,188.0,2959.0,3147.0,1691.0,1456.0,962.0,91.0,385.0,476.0,293.0,183.0,174.0,97.0,628.0,725.0,234.0,491.0,1500.0,58.8,50.1,74.5,72.4,76.2,68.4,36.5,32.6,11.5,13.1,14.8,11.1,15.3,31.9,25.7,15.8,16.7,10.6,23.0,56.9,6984.0,2637.0,376.0,3972.0,4348.0,2218.0,2129.0,5.2,23.2,4109.0,650.0,2225.0,13.7,Dec-Feb 2006,Dec-Feb\n2006 -25,2006-04-01,184.0,2953.0,3137.0,1682.0,1455.0,982.0,81.0,408.0,488.0,303.0,185.0,189.0,96.0,603.0,699.0,237.0,462.0,1513.0,58.8,51.1,74.5,72.5,75.7,69.2,36.6,30.5,12.1,13.5,15.3,11.3,16.2,31.6,26.5,15.2,16.2,10.7,22.0,56.4,7008.0,2684.0,361.0,3963.0,4324.0,2222.0,2102.0,5.5,23.0,4119.0,678.0,2212.0,14.1,Mar-May 2006,Mar-May\n2006 -26,2006-07-01,179.0,3006.0,3184.0,1723.0,1461.0,980.0,80.0,426.0,507.0,304.0,202.0,178.0,105.0,577.0,682.0,214.0,468.0,1504.0,59.2,49.1,75.0,72.8,76.9,68.6,36.8,31.0,12.4,13.7,15.0,12.2,15.4,31.1,28.8,14.4,15.6,9.6,21.9,56.5,7035.0,2662.0,364.0,4009.0,4373.0,2242.0,2131.0,5.5,22.7,4165.0,684.0,2186.0,14.1,Jun-Aug 2006,Jun-Aug\n2006 -27,2006-10-01,193.0,2973.0,3167.0,1698.0,1468.0,982.0,83.0,396.0,479.0,286.0,193.0,186.0,98.0,640.0,738.0,241.0,497.0,1515.0,58.7,51.6,74.2,72.2,76.3,68.0,36.6,30.1,11.8,13.1,14.4,11.6,15.9,31.9,26.2,16.0,16.8,10.8,23.0,56.5,7068.0,2683.0,375.0,4010.0,4384.0,2226.0,2159.0,5.5,23.0,4148.0,665.0,2254.0,13.8,Sep-Nov 2006,Sep-Nov\n2006 -28,2007-01-01,192.0,3000.0,3192.0,1719.0,1473.0,943.0,84.0,426.0,510.0,311.0,199.0,191.0,89.0,638.0,728.0,231.0,496.0,1535.0,58.2,52.6,73.8,72.1,76.0,67.9,35.3,30.5,12.4,13.8,15.3,11.9,16.9,31.9,24.4,15.7,16.4,10.2,22.9,57.5,7100.0,2670.0,366.0,4065.0,4430.0,2261.0,2169.0,5.6,23.2,4136.0,702.0,2263.0,14.5,Dec-Feb 2007,Dec-Feb\n2007 -29,2007-04-01,183.0,2990.0,3173.0,1715.0,1458.0,942.0,87.0,430.0,518.0,314.0,204.0,193.0,84.0,635.0,719.0,233.0,486.0,1588.0,57.7,51.6,73.7,72.0,75.8,67.9,34.6,32.4,12.6,14.0,15.5,12.3,17.0,32.3,23.8,15.6,16.3,10.3,22.6,58.3,7133.0,2723.0,354.0,4055.0,4410.0,2262.0,2148.0,5.5,23.1,4115.0,711.0,2307.0,14.7,Mar-May 2007,Mar-May\n2007 -30,2007-07-01,182.0,2977.0,3159.0,1707.0,1452.0,957.0,77.0,412.0,489.0,298.0,190.0,216.0,94.0,622.0,717.0,232.0,484.0,1623.0,57.5,51.5,74.2,72.4,76.3,68.3,34.2,29.7,12.1,13.4,14.9,11.6,18.4,32.7,26.7,15.5,16.4,10.4,22.8,58.0,7161.0,2796.0,354.0,4011.0,4365.0,2238.0,2127.0,5.4,23.2,4116.0,705.0,2339.0,14.6,Jun-Aug 2007,Jun-Aug\n2007 -31,2007-10-01,200.0,3032.0,3232.0,1718.0,1514.0,940.0,88.0,402.0,490.0,297.0,193.0,191.0,89.0,620.0,710.0,235.0,474.0,1617.0,58.1,53.0,74.8,72.9,76.3,69.4,34.2,30.6,11.7,13.2,14.7,11.3,16.9,32.4,23.7,15.3,16.0,10.5,21.7,58.8,7180.0,2748.0,377.0,4055.0,4431.0,2251.0,2181.0,5.3,23.1,4172.0,681.0,2327.0,14.0,Sep-Nov 2007,Sep-Nov\n2007 -32,2008-01-01,186.0,3017.0,3203.0,1719.0,1484.0,983.0,73.0,403.0,476.0,292.0,183.0,195.0,94.0,605.0,699.0,233.0,466.0,1643.0,58.2,52.6,75.0,73.2,76.6,69.6,34.9,28.2,11.8,12.9,14.5,11.0,16.5,32.5,26.7,15.0,16.0,10.4,21.8,58.2,7199.0,2821.0,353.0,4025.0,4378.0,2244.0,2134.0,5.3,22.9,4187.0,670.0,2342.0,13.8,Dec-Feb 2008,Dec-Feb\n2008 -33,2008-04-01,188.0,3011.0,3198.0,1721.0,1478.0,978.0,72.0,419.0,491.0,298.0,192.0,188.0,98.0,616.0,714.0,220.0,494.0,1649.0,57.9,52.5,74.4,72.6,76.8,68.3,34.7,27.8,12.2,13.3,14.8,11.5,16.2,32.7,27.4,15.2,16.2,9.8,22.8,58.6,7218.0,2815.0,358.0,4045.0,4403.0,2239.0,2164.0,5.2,22.9,4176.0,679.0,2363.0,14.0,Mar-May 2008,Mar-May\n2008 -34,2008-07-01,180.0,2973.0,3153.0,1686.0,1466.0,939.0,88.0,437.0,525.0,330.0,195.0,212.0,90.0,626.0,716.0,222.0,494.0,1688.0,56.6,50.2,73.7,71.8,75.3,68.0,33.1,32.9,12.8,14.3,16.4,11.7,18.4,33.2,25.2,15.5,16.3,9.9,22.9,59.5,7233.0,2839.0,358.0,4035.0,4394.0,2239.0,2155.0,5.8,23.0,4091.0,737.0,2404.0,15.3,Jun-Aug 2008,Jun-Aug\n2008 -35,2008-10-01,162.0,2941.0,3102.0,1653.0,1450.0,950.0,81.0,486.0,568.0,354.0,213.0,222.0,82.0,592.0,673.0,190.0,483.0,1722.0,56.0,49.8,73.2,71.4,75.2,67.5,32.8,33.5,14.2,15.5,17.7,12.8,18.9,33.1,25.1,14.7,15.5,8.7,22.5,59.5,7238.0,2895.0,325.0,4019.0,4344.0,2197.0,2146.0,6.2,22.9,4053.0,790.0,2396.0,16.3,Sep-Nov 2008,Sep-Nov\n2008 -36,2009-01-01,154.0,2891.0,3045.0,1615.0,1430.0,927.0,79.0,520.0,598.0,373.0,225.0,212.0,78.0,601.0,679.0,203.0,476.0,1781.0,54.8,49.5,72.1,70.4,73.7,67.1,31.7,33.9,15.2,16.4,18.8,13.6,18.6,34.0,25.2,15.0,15.7,9.3,22.3,61.0,7244.0,2921.0,310.0,4012.0,4322.0,2191.0,2131.0,6.8,22.8,3972.0,811.0,2461.0,16.9,Dec-Feb 2009,Dec-Feb\n2009 -37,2009-04-01,134.0,2806.0,2940.0,1544.0,1396.0,886.0,72.0,609.0,681.0,416.0,265.0,242.0,92.0,613.0,705.0,221.0,484.0,1795.0,52.8,44.9,69.7,68.0,70.8,65.1,30.3,34.9,17.8,18.8,21.2,15.9,21.5,34.5,30.9,15.2,16.3,10.1,22.6,61.4,7249.0,2923.0,298.0,4028.0,4326.0,2181.0,2145.0,7.7,23.0,3826.0,923.0,2500.0,19.4,Mar-May 2009,Mar-May\n2009 -38,2009-07-01,104.0,2771.0,2875.0,1510.0,1365.0,887.0,63.0,601.0,664.0,415.0,248.0,270.0,83.0,638.0,722.0,232.0,489.0,1841.0,51.8,41.5,69.1,67.5,70.0,64.9,29.6,37.7,17.8,18.8,21.6,15.4,23.3,35.3,33.3,15.9,16.9,10.8,23.3,61.4,7258.0,2998.0,250.0,4010.0,4260.0,2158.0,2102.0,8.0,23.2,3762.0,933.0,2563.0,19.9,Jun-Aug 2009,Jun-Aug\n2009 -39,2009-10-01,100.0,2690.0,2790.0,1463.0,1328.0,921.0,65.0,573.0,638.0,396.0,241.0,266.0,82.0,637.0,719.0,228.0,491.0,1939.0,51.0,40.6,69.0,67.3,70.1,64.4,29.5,39.4,17.6,18.6,21.3,15.4,22.4,36.5,33.1,16.3,17.3,10.9,23.8,62.0,7272.0,3125.0,248.0,3900.0,4147.0,2087.0,2060.0,7.9,23.4,3711.0,904.0,2658.0,19.6,Sep-Nov 2009,Sep-Nov\n2009 -40,2010-01-01,106.0,2653.0,2759.0,1442.0,1317.0,926.0,67.0,589.0,656.0,408.0,249.0,258.0,83.0,656.0,739.0,228.0,511.0,1947.0,50.6,41.3,68.1,66.4,69.4,63.4,29.6,38.7,18.2,19.2,22.0,15.9,21.8,36.9,32.5,16.8,17.8,11.0,24.6,62.2,7287.0,3132.0,257.0,3899.0,4155.0,2078.0,2077.0,8.0,23.6,3686.0,915.0,2687.0,19.9,Dec-Feb 2010,Dec-Feb\n2010 -41,2010-04-01,110.0,2722.0,2831.0,1507.0,1325.0,902.0,66.0,564.0,630.0,389.0,241.0,309.0,78.0,623.0,701.0,216.0,485.0,1929.0,51.1,43.3,69.6,68.0,71.4,64.6,28.7,37.5,17.2,18.2,20.5,15.4,25.5,36.0,30.8,15.9,16.8,10.2,23.7,61.4,7302.0,3140.0,254.0,3908.0,4162.0,2111.0,2051.0,8.1,23.4,3733.0,939.0,2629.0,20.1,Mar-May 2010,Mar-May\n2010 -42,2010-07-01,101.0,2732.0,2833.0,1517.0,1316.0,935.0,62.0,581.0,643.0,388.0,255.0,286.0,94.0,636.0,730.0,237.0,493.0,1890.0,51.5,39.2,69.2,67.4,70.8,63.8,30.0,38.2,17.5,18.5,20.4,16.2,23.5,35.8,36.5,16.1,17.3,11.0,23.9,60.8,7316.0,3111.0,257.0,3949.0,4206.0,2142.0,2064.0,7.9,23.3,3768.0,929.0,2619.0,19.8,Jun-Aug 2010,Jun-Aug\n2010 -43,2010-10-01,90.0,2715.0,2805.0,1527.0,1278.0,872.0,59.0,614.0,673.0,404.0,269.0,273.0,81.0,668.0,749.0,245.0,504.0,1960.0,50.1,38.9,67.9,66.4,70.2,62.3,28.1,39.9,18.4,19.4,20.9,17.4,23.9,36.9,35.3,16.7,17.7,11.3,24.6,63.1,7332.0,3105.0,231.0,3996.0,4227.0,2176.0,2051.0,8.0,23.5,3677.0,946.0,2709.0,20.5,Sep-Nov 2010,Sep-Nov\n2010 -44,2011-01-01,94.0,2762.0,2856.0,1543.0,1313.0,872.0,62.0,599.0,661.0,400.0,260.0,299.0,77.0,628.0,705.0,238.0,468.0,1955.0,50.7,40.5,69.2,67.6,70.7,64.3,27.9,39.5,17.8,18.8,20.6,16.6,25.6,36.2,33.0,15.8,16.7,10.9,22.9,62.5,7347.0,3126.0,233.0,3989.0,4222.0,2181.0,2041.0,8.0,23.3,3727.0,960.0,2660.0,20.5,Dec-Feb 2011,Dec-Feb\n2011 -45,2011-04-01,96.0,2775.0,2871.0,1549.0,1322.0,855.0,67.0,584.0,651.0,404.0,247.0,283.0,62.0,617.0,679.0,218.0,461.0,2023.0,50.6,42.6,69.8,68.3,71.3,65.1,27.0,41.2,17.4,18.5,20.7,15.7,24.9,36.7,27.5,15.5,16.2,10.0,22.7,64.0,7363.0,3161.0,225.0,3977.0,4201.0,2171.0,2030.0,8.0,23.4,3726.0,935.0,2702.0,20.1,Mar-May 2011,Mar-May\n2011 -46,2011-07-01,91.0,2734.0,2826.0,1518.0,1307.0,829.0,69.0,664.0,734.0,450.0,283.0,290.0,69.0,628.0,698.0,232.0,466.0,1995.0,49.6,39.8,67.9,66.4,69.0,63.6,26.6,43.1,19.5,20.6,22.9,17.8,25.9,36.5,30.1,15.6,16.4,10.5,22.7,64.1,7371.0,3115.0,230.0,4027.0,4257.0,2200.0,2056.0,8.3,23.4,3655.0,1024.0,2693.0,21.9,Jun-Aug 2011,Jun-Aug\n2011 -47,2011-10-01,92.0,2680.0,2773.0,1455.0,1318.0,858.0,67.0,669.0,736.0,455.0,280.0,318.0,81.0,604.0,685.0,238.0,447.0,1997.0,49.3,38.4,67.8,66.1,67.7,64.4,27.0,41.9,20.0,21.0,23.8,17.5,27.0,36.4,33.8,15.3,16.3,11.1,21.9,62.9,7367.0,3173.0,241.0,3953.0,4194.0,2148.0,2046.0,8.6,23.2,3631.0,1054.0,2682.0,22.5,Sep-Nov 2011,Sep-Nov\n2011 -48,2012-01-01,88.0,2681.0,2770.0,1457.0,1313.0,870.0,68.0,645.0,712.0,456.0,257.0,319.0,72.0,602.0,674.0,224.0,450.0,2017.0,49.4,38.7,68.3,66.6,68.2,65.0,27.1,43.4,19.4,20.5,23.8,16.3,26.8,36.6,31.7,15.3,16.2,10.5,22.3,62.9,7362.0,3206.0,228.0,3928.0,4156.0,2136.0,2020.0,8.5,23.2,3640.0,1031.0,2691.0,22.1,Dec-Feb 2012,Dec-Feb\n2012 -49,2012-04-01,92.0,2695.0,2787.0,1473.0,1314.0,879.0,59.0,663.0,722.0,458.0,264.0,307.0,76.0,637.0,713.0,237.0,476.0,1951.0,49.8,40.6,67.5,66.0,68.0,64.0,28.0,39.1,19.7,20.6,23.7,16.7,25.9,36.2,33.4,15.9,16.9,10.9,23.2,62.2,7358.0,3136.0,227.0,3995.0,4222.0,2168.0,2054.0,8.3,23.0,3665.0,1029.0,2664.0,21.9,Mar-May 2012,Mar-May\n2012 -50,2012-07-01,94.0,2737.0,2832.0,1508.0,1324.0,898.0,58.0,609.0,667.0,415.0,252.0,315.0,69.0,600.0,669.0,212.0,456.0,1972.0,50.7,42.7,69.4,67.9,70.6,65.1,28.2,38.0,18.2,19.1,21.6,16.0,25.9,35.9,31.0,15.2,16.0,9.9,22.5,61.9,7351.0,3184.0,221.0,3947.0,4167.0,2135.0,2032.0,8.1,22.6,3729.0,981.0,2640.0,20.8,Jun-Aug 2012,Jun-Aug\n2012 -51,2012-10-01,83.0,2803.0,2886.0,1547.0,1339.0,850.0,48.0,597.0,646.0,391.0,254.0,335.0,62.0,590.0,652.0,213.0,439.0,1972.0,50.9,43.0,70.2,69.0,71.9,65.9,26.9,36.8,17.6,18.3,20.2,16.0,28.3,35.7,31.9,14.8,15.6,9.9,21.6,62.5,7341.0,3158.0,193.0,3990.0,4183.0,2152.0,2032.0,8.0,22.6,3735.0,981.0,2624.0,20.8,Sep-Nov 2012,Sep-Nov\n2012 -52,2013-01-01,76.0,2752.0,2827.0,1511.0,1316.0,837.0,50.0,620.0,670.0,396.0,274.0,318.0,78.0,579.0,657.0,226.0,431.0,2022.0,50.0,37.2,69.6,68.1,70.8,65.1,26.3,39.7,18.4,19.2,20.8,17.2,27.5,36.5,38.3,14.7,15.8,10.6,21.3,63.6,7330.0,3176.0,203.0,3951.0,4154.0,2133.0,2021.0,8.2,22.5,3664.0,988.0,2678.0,21.2,Dec-Feb 2013,Dec-Feb\n2013 -53,2013-04-01,73.0,2712.0,2785.0,1486.0,1299.0,866.0,51.0,621.0,673.0,398.0,275.0,293.0,70.0,556.0,627.0,219.0,408.0,2076.0,49.9,37.6,69.7,68.2,70.7,65.6,26.8,41.2,18.6,19.5,21.1,17.5,25.3,36.9,36.0,14.3,15.3,10.4,20.6,64.2,7320.0,3236.0,195.0,3889.0,4084.0,2103.0,1982.0,8.0,22.7,3651.0,966.0,2703.0,20.9,Mar-May 2013,Mar-May\n2013 -54,2013-07-01,78.0,2740.0,2818.0,1495.0,1324.0,807.0,43.0,630.0,673.0,415.0,257.0,310.0,70.0,564.0,633.0,210.0,424.0,2070.0,49.6,41.0,69.7,68.3,70.5,66.0,25.3,35.6,18.7,19.3,21.7,16.3,27.7,37.0,36.4,14.3,15.4,9.9,21.1,64.9,7311.0,3186.0,191.0,3933.0,4124.0,2120.0,2005.0,7.9,22.4,3625.0,983.0,2703.0,21.3,Jun-Aug 2013,Jun-Aug\n2013 -55,2013-10-01,89.0,2785.0,2874.0,1538.0,1337.0,840.0,51.0,587.0,639.0,392.0,246.0,300.0,59.0,559.0,618.0,211.0,407.0,2033.0,50.8,44.6,70.8,69.6,71.8,67.2,26.5,36.5,17.4,18.2,20.3,15.6,26.3,36.3,29.7,14.2,15.0,9.9,20.5,64.1,7304.0,3173.0,200.0,3931.0,4131.0,2141.0,1990.0,7.4,22.3,3714.0,939.0,2651.0,20.2,Sep-Nov 2013,Sep-Nov\n2013 -56,2014-01-01,79.0,2827.0,2906.0,1544.0,1363.0,827.0,41.0,556.0,597.0,369.0,228.0,290.0,72.0,549.0,622.0,219.0,403.0,2056.0,51.2,41.2,71.9,70.5,72.4,68.4,26.1,34.0,16.4,17.0,19.3,14.3,25.9,36.7,37.6,14.0,15.1,10.3,20.2,64.8,7297.0,3173.0,192.0,3932.0,4125.0,2131.0,1993.0,7.1,22.2,3734.0,886.0,2677.0,19.2,Dec-Feb 2014,Dec-Feb\n2014 -57,2014-04-01,85.0,2856.0,2941.0,1570.0,1372.0,857.0,34.0,501.0,535.0,333.0,203.0,279.0,68.0,564.0,632.0,218.0,413.0,2047.0,52.1,45.5,72.8,71.6,74.0,69.0,26.9,28.7,14.9,15.4,17.5,12.9,24.5,36.7,36.2,14.4,15.4,10.3,20.8,64.3,7291.0,3182.0,187.0,3921.0,4108.0,2121.0,1987.0,6.6,22.0,3798.0,814.0,2678.0,17.6,Mar-May 2014,Mar-May\n2014 -58,2014-07-01,78.0,2901.0,2979.0,1587.0,1393.0,856.0,33.0,437.0,470.0,293.0,177.0,264.0,65.0,574.0,639.0,227.0,412.0,2076.0,52.7,44.4,74.2,72.9,75.3,70.3,26.8,29.7,13.1,13.6,15.6,11.3,23.6,37.3,36.9,14.7,15.6,10.8,20.8,65.0,7284.0,3196.0,177.0,3912.0,4088.0,2107.0,1981.0,6.2,22.3,3835.0,734.0,2715.0,16.1,Jun-Aug 2014,Jun-Aug\n2014 -59,2014-10-01,89.0,2825.0,2914.0,1571.0,1343.0,850.0,41.0,482.0,523.0,314.0,209.0,249.0,68.0,598.0,666.0,213.0,453.0,2076.0,51.7,45.1,72.3,71.0,74.9,67.0,26.8,31.4,14.6,15.2,16.7,13.5,22.6,37.7,34.4,15.3,16.2,10.1,22.6,65.4,7278.0,3174.0,198.0,3905.0,4103.0,2098.0,2006.0,6.1,22.4,3764.0,772.0,2742.0,17.0,Sep-Nov 2014,Sep-Nov\n2014 -60,2015-01-01,90.0,2902.0,2991.0,1618.0,1373.0,871.0,39.0,448.0,487.0,289.0,198.0,254.0,65.0,573.0,638.0,215.0,424.0,2029.0,53.1,46.2,74.0,72.7,76.3,68.8,27.6,30.3,13.4,14.0,15.2,12.6,22.6,36.7,33.7,14.6,15.5,10.1,21.2,64.3,7271.0,3155.0,194.0,3922.0,4116.0,2122.0,1994.0,5.8,22.2,3863.0,741.0,2667.0,16.1,Dec-Feb 2015,Dec-Feb\n2015 -61,2015-04-01,83.0,2913.0,2996.0,1595.0,1401.0,872.0,34.0,431.0,465.0,286.0,179.0,253.0,60.0,562.0,622.0,216.0,406.0,2055.0,53.3,47.0,74.6,73.4,76.1,70.5,27.4,28.9,12.9,13.4,15.2,11.3,22.5,36.9,33.9,14.4,15.2,10.3,20.4,64.6,7265.0,3181.0,177.0,3906.0,4084.0,2097.0,1987.0,5.8,22.3,3869.0,718.0,2677.0,15.7,Mar-May 2015,Mar-May\n2015 -62,2015-07-01,73.0,2909.0,2982.0,1603.0,1379.0,951.0,32.0,418.0,450.0,275.0,175.0,230.0,53.0,554.0,606.0,219.0,387.0,2036.0,54.2,46.2,75.0,73.8,76.4,71.1,29.6,30.5,12.6,13.1,14.6,11.2,19.5,36.4,33.5,14.3,15.0,10.5,19.9,63.3,7254.0,3217.0,157.0,3881.0,4038.0,2097.0,1940.0,5.6,22.3,3932.0,679.0,2642.0,14.7,Jun-Aug 2015,Jun-Aug\n2015 -63,2015-10-01,74.0,2919.0,2993.0,1603.0,1390.0,969.0,30.0,387.0,417.0,250.0,167.0,216.0,50.0,551.0,600.0,226.0,374.0,2042.0,54.7,48.3,75.7,74.6,77.1,72.0,30.0,28.7,11.7,12.2,13.5,10.7,18.2,36.5,32.2,14.3,15.0,10.9,19.4,63.3,7237.0,3226.0,154.0,3856.0,4010.0,2080.0,1930.0,5.3,22.0,3962.0,632.0,2642.0,13.8,Sep-Nov 2015,Sep-Nov\n2015 -64,2016-01-01,74.0,2916.0,2990.0,1599.0,1391.0,965.0,36.0,381.0,417.0,247.0,170.0,214.0,63.0,561.0,623.0,240.0,383.0,2009.0,54.8,42.9,75.6,74.2,76.7,71.5,30.3,32.6,11.6,12.2,13.4,10.9,18.2,36.5,36.3,14.5,15.5,11.5,19.7,63.0,7219.0,3189.0,173.0,3858.0,4030.0,2086.0,1944.0,5.3,21.9,3955.0,631.0,2633.0,13.8,Dec-Feb 2016,Dec-Feb\n2016 -65,2016-04-01,87.0,2918.0,3005.0,1593.0,1412.0,933.0,37.0,362.0,399.0,238.0,160.0,212.0,63.0,555.0,617.0,256.0,361.0,2035.0,54.7,46.6,76.1,74.7,76.3,73.0,29.3,30.0,11.0,11.7,13.0,10.2,18.5,36.8,33.5,14.5,15.4,12.3,18.7,64.0,7201.0,3180.0,187.0,3834.0,4021.0,2088.0,1933.0,5.1,21.8,3938.0,611.0,2652.0,13.4,Mar-May 2016,Mar-May\n2016 -66,2016-07-01,73.0,2919.0,2992.0,1575.0,1417.0,925.0,41.0,375.0,415.0,250.0,165.0,213.0,62.0,541.0,603.0,255.0,348.0,2033.0,54.5,41.7,76.1,74.6,75.7,73.4,29.2,35.8,11.4,12.2,13.7,10.4,18.7,36.7,35.1,14.1,15.0,12.3,18.0,64.1,7181.0,3170.0,176.0,3834.0,4011.0,2080.0,1930.0,5.2,21.6,3917.0,628.0,2636.0,13.8,Jun-Aug 2016,Jun-Aug\n2016 -67,2016-10-01,76.0,2938.0,3014.0,1578.0,1436.0,913.0,35.0,345.0,379.0,245.0,134.0,190.0,68.0,560.0,628.0,275.0,353.0,2031.0,54.9,42.5,76.5,74.9,75.2,74.7,29.1,31.4,10.5,11.2,13.4,8.5,17.3,37.2,38.1,14.6,15.6,13.1,18.4,64.8,7155.0,3133.0,178.0,3843.0,4021.0,2098.0,1923.0,5.0,21.8,3926.0,570.0,2659.0,12.7,Sep-Nov 2016,Sep-Nov\n2016 -68,2017-01-01,77.0,2905.0,2982.0,1587.0,1395.0,929.0,33.0,330.0,364.0,236.0,127.0,193.0,56.0,557.0,613.0,263.0,350.0,2049.0,54.9,46.2,76.6,75.3,76.1,74.5,29.3,30.2,10.2,10.9,13.0,8.4,17.2,37.3,33.8,14.7,15.5,12.6,18.7,64.6,7129.0,3171.0,166.0,3792.0,3958.0,2086.0,1873.0,4.8,21.8,3911.0,557.0,2662.0,12.5,Dec-Feb 2017,Dec-Feb\n2017 -69,2017-04-01,81.0,2934.0,3015.0,1611.0,1404.0,884.0,32.0,328.0,359.0,224.0,135.0,197.0,61.0,541.0,601.0,262.0,339.0,2047.0,54.9,46.7,77.2,75.8,76.8,74.8,28.3,28.1,10.0,10.6,12.2,8.8,18.2,37.3,35.0,14.2,15.1,12.5,18.0,65.5,7103.0,3127.0,173.0,3802.0,3976.0,2098.0,1878.0,4.6,21.7,3899.0,556.0,2648.0,12.5,Mar-May 2017,Mar-May\n2017 -70,2017-07-01,81.0,2917.0,2998.0,1593.0,1405.0,850.0,35.0,318.0,354.0,205.0,149.0,180.0,73.0,539.0,612.0,272.0,340.0,2084.0,54.4,42.8,77.3,75.6,77.0,74.2,27.3,30.3,9.8,10.5,11.4,9.6,17.4,38.1,38.6,14.3,15.4,13.1,18.0,66.9,7078.0,3114.0,190.0,3774.0,3964.0,2069.0,1894.0,4.5,21.6,3848.0,533.0,2696.0,12.2,Jun-Aug 2017,Jun-Aug\n2017 -71,2017-10-01,86.0,2895.0,2981.0,1594.0,1387.0,861.0,37.0,319.0,356.0,210.0,145.0,179.0,74.0,551.0,625.0,286.0,339.0,2054.0,54.5,43.7,76.9,75.2,76.2,74.1,27.8,29.9,9.9,10.7,11.7,9.5,17.2,38.0,37.7,14.6,15.8,13.7,18.1,66.4,7055.0,3093.0,197.0,3765.0,3962.0,2091.0,1871.0,4.4,21.4,3841.0,535.0,2679.0,12.2,Sep-Nov 2017,Sep-Nov\n2017 -72,2018-01-01,85.0,2868.0,2953.0,1565.0,1388.0,865.0,35.0,314.0,349.0,203.0,146.0,174.0,70.0,587.0,657.0,302.0,355.0,2034.0,54.3,44.8,76.1,74.6,75.6,73.5,28.2,29.3,9.9,10.6,11.5,9.5,16.8,38.3,36.6,15.6,16.6,14.6,18.8,66.2,7032.0,3073.0,190.0,3769.0,3959.0,2070.0,1889.0,4.4,21.4,3818.0,523.0,2691.0,12.1,Dec-Feb 2018,Dec-Feb\n2018 -73,2018-04-01,80.0,2853.0,2933.0,1556.0,1376.0,897.0,27.0,329.0,356.0,210.0,146.0,164.0,74.0,570.0,644.0,285.0,359.0,2014.0,54.7,44.2,76.0,74.6,75.9,73.2,29.2,25.2,10.3,10.8,11.9,9.6,15.5,37.9,40.9,15.2,16.4,13.9,19.1,65.5,7009.0,3076.0,181.0,3752.0,3932.0,2052.0,1881.0,4.3,21.2,3830.0,520.0,2658.0,12.0,Mar-May 2018,Mar-May\n2018 -74,2018-07-01,80.0,2875.0,2955.0,1600.0,1355.0,872.0,16.0,289.0,305.0,184.0,121.0,162.0,78.0,569.0,647.0,263.0,384.0,2045.0,54.8,46.0,77.0,75.6,78.2,72.9,28.3,16.5,9.1,9.3,10.3,8.2,15.7,38.5,44.9,15.2,16.6,12.8,20.6,66.4,6986.0,3079.0,174.0,3732.0,3906.0,2047.0,1859.0,4.2,21.4,3827.0,467.0,2691.0,10.9,Jun-Aug 2018,Jun-Aug\n2018 -75,2018-10-01,63.0,2906.0,2969.0,1605.0,1364.0,885.0,29.0,307.0,336.0,192.0,144.0,175.0,75.0,537.0,612.0,233.0,379.0,1987.0,55.3,37.9,77.5,75.8,79.1,72.3,29.0,31.6,9.5,10.2,10.7,9.6,16.5,37.3,44.6,14.3,15.6,11.5,20.1,65.2,6964.0,3047.0,167.0,3750.0,3917.0,2030.0,1888.0,4.2,21.2,3854.0,511.0,2599.0,11.7,Sep-Nov 2018,Sep-Nov\n2018 -76,2019-01-01,83.0,2915.0,2999.0,1605.0,1393.0,862.0,21.0,324.0,345.0,211.0,134.0,148.0,73.0,498.0,571.0,237.0,334.0,2019.0,55.6,46.8,78.0,76.6,78.2,74.8,28.5,20.2,10.0,10.3,11.6,8.8,14.6,37.3,41.3,13.3,14.6,11.6,17.9,66.7,6943.0,3028.0,178.0,3737.0,3915.0,2053.0,1861.0,4.1,20.9,3860.0,493.0,2590.0,11.3,Dec-Feb 2019,Dec-Feb\n2019 -77,2019-04-01,85.0,2817.0,2903.0,1530.0,1372.0,871.0,21.0,328.0,349.0,217.0,133.0,144.0,68.0,532.0,600.0,274.0,326.0,2055.0,54.5,49.0,76.6,75.4,75.7,75.0,28.4,19.8,10.4,10.7,12.4,8.8,14.2,38.4,38.8,14.5,15.6,13.6,17.8,66.9,6921.0,3069.0,174.0,3678.0,3852.0,2021.0,1831.0,4.0,21.1,3774.0,493.0,2655.0,11.6,Mar-May 2019,Mar-May\n2019 -78,2019-07-01,85.0,2757.0,2842.0,1532.0,1310.0,862.0,27.0,330.0,357.0,233.0,124.0,137.0,86.0,564.0,650.0,273.0,377.0,2055.0,53.7,42.9,75.5,73.8,75.2,72.4,28.2,24.2,10.7,11.2,13.2,8.6,13.7,39.2,43.4,15.4,16.9,13.4,20.8,67.3,6903.0,3054.0,199.0,3650.0,3849.0,2039.0,1810.0,4.1,21.3,3704.0,494.0,2706.0,11.8,Jun-Aug 2019,Jun-Aug\n2019 -79,2019-10-01,90.0,2806.0,2896.0,1546.0,1350.0,869.0,33.0,316.0,349.0,229.0,120.0,132.0,84.0,547.0,631.0,277.0,354.0,2015.0,54.6,43.4,76.5,74.7,75.3,74.0,28.8,26.9,10.1,10.8,12.9,8.2,13.2,38.4,40.6,14.9,16.3,13.5,19.4,66.8,6892.0,3016.0,207.0,3669.0,3877.0,2052.0,1825.0,4.0,20.9,3765.0,482.0,2646.0,11.3,Sep-Nov 2019,Sep-Nov\n2019 -80,2020-01-01,71.0,2823.0,2894.0,1556.0,1337.0,930.0,37.0,320.0,358.0,223.0,135.0,156.0,80.0,563.0,643.0,292.0,351.0,1901.0,55.6,37.7,76.2,74.3,75.1,73.4,31.1,34.5,10.2,11.0,12.5,9.1,14.3,37.0,42.5,15.2,16.5,14.1,19.3,63.6,6882.0,2987.0,189.0,3706.0,3894.0,2072.0,1823.0,4.1,20.5,3824.0,513.0,2544.0,11.8,Dec-Feb 2020,Dec-Feb\n2020 -81,2020-04-01,75.0,2795.0,2870.0,1546.0,1325.0,869.0,32.0,327.0,359.0,222.0,137.0,199.0,114.0,595.0,709.0,322.0,387.0,1857.0,54.5,33.9,75.2,72.9,74.0,71.7,29.7,29.8,10.5,11.1,12.6,9.4,18.7,37.4,51.6,16.0,18.0,15.4,20.9,63.5,6864.0,2926.0,222.0,3717.0,3938.0,2090.0,1848.0,4.3,21.1,3739.0,558.0,2566.0,13.0,Mar-May 2020,Mar-May\n2020 -82,2020-07-01,48.0,2631.0,2679.0,1411.0,1267.0,834.0,26.0,362.0,388.0,252.0,136.0,194.0,94.0,527.0,622.0,286.0,336.0,2137.0,51.2,28.5,74.7,72.6,72.4,72.9,26.3,35.0,12.1,12.7,15.1,9.7,18.9,40.3,56.2,15.0,16.9,14.7,19.3,67.5,6853.0,3165.0,168.0,3520.0,3688.0,1949.0,1739.0,4.8,21.3,3512.0,582.0,2759.0,14.2,Jun-Aug 2020,Jun-Aug\n2020 -83,2020-10-01,57.0,2648.0,2706.0,1443.0,1263.0,802.0,16.0,392.0,408.0,261.0,147.0,192.0,74.0,522.0,596.0,321.0,275.0,2135.0,51.3,38.8,74.3,72.9,71.2,74.9,25.6,22.1,12.9,13.1,15.3,10.4,19.3,39.9,50.3,14.7,16.1,15.9,16.3,68.2,6839.0,3129.0,148.0,3562.0,3710.0,2025.0,1686.0,5.3,21.3,3507.0,601.0,2731.0,14.6,Sep-Nov 2020,Sep-Nov\n2020 -84,2021-01-01,46.0,2613.0,2660.0,1396.0,1264.0,749.0,15.0,361.0,376.0,241.0,135.0,203.0,70.0,530.0,600.0,310.0,290.0,2234.0,50.0,35.3,74.6,73.2,71.7,74.8,23.5,24.5,12.1,12.4,14.7,9.7,21.3,41.5,53.2,15.1,16.5,15.9,17.2,70.1,6821.0,3186.0,132.0,3504.0,3636.0,1946.0,1690.0,5.3,21.6,3409.0,579.0,2834.0,14.5,Dec-Feb 2021,Dec-Feb\n2021 -85,2021-04-01,48.0,2662.0,2710.0,1431.0,1279.0,764.0,22.0,335.0,356.0,212.0,144.0,185.0,72.0,470.0,542.0,262.0,280.0,2252.0,51.0,34.1,76.8,75.1,75.1,75.1,23.9,30.8,11.2,11.6,12.9,10.1,19.5,41.0,50.7,13.6,15.0,13.8,16.4,70.4,6809.0,3200.0,142.0,3466.0,3608.0,1906.0,1702.0,5.1,21.7,3474.0,541.0,2794.0,13.5,Mar-May 2021,Mar-May\n2021 -86,2021-07-01,54.0,2634.0,2688.0,1418.0,1271.0,916.0,18.0,282.0,300.0,187.0,114.0,194.0,64.0,505.0,569.0,281.0,288.0,2145.0,52.9,39.8,77.0,75.6,75.2,76.0,28.1,25.0,9.7,10.1,11.6,8.2,17.5,39.8,46.8,14.8,16.0,14.9,17.2,65.9,6813.0,3255.0,137.0,3421.0,3558.0,1886.0,1672.0,4.7,21.5,3604.0,494.0,2714.0,12.1,Jun-Aug 2021,Jun-Aug\n2021 -87,2021-10-01,50.0,2656.0,2706.0,1419.0,1286.0,960.0,20.0,269.0,289.0,181.0,107.0,164.0,81.0,542.0,623.0,319.0,304.0,2074.0,53.8,33.0,76.6,74.8,73.9,75.8,30.0,28.6,9.2,9.6,11.3,7.7,14.6,39.6,53.8,15.6,17.2,16.6,17.9,64.9,6815.0,3198.0,150.0,3467.0,3617.0,1919.0,1698.0,4.3,21.7,3665.0,453.0,2697.0,11.0,Sep-Nov 2021,Sep-Nov\n2021 -88,2022-01-01,69.0,2678.0,2747.0,1439.0,1308.0,943.0,22.0,269.0,292.0,191.0,100.0,173.0,93.0,524.0,617.0,300.0,317.0,2043.0,54.1,37.4,77.1,75.1,74.5,75.8,29.8,24.6,9.1,9.6,11.7,7.1,15.5,39.0,50.4,15.1,16.9,15.5,18.4,64.7,6814.0,3159.0,184.0,3471.0,3655.0,1930.0,1725.0,4.0,21.8,3689.0,465.0,2660.0,11.2,Dec-Feb 2022,Dec-Feb\n2022 -89,2022-04-01,76.0,2741.0,2817.0,1463.0,1354.0,925.0,25.0,255.0,281.0,182.0,98.0,153.0,80.0,544.0,624.0,302.0,322.0,2021.0,54.9,42.0,77.4,75.7,75.1,76.3,29.8,25.0,8.5,9.1,11.1,6.8,14.2,38.8,44.0,15.4,16.8,15.5,18.1,65.2,6821.0,3099.0,181.0,3541.0,3722.0,1948.0,1774.0,4.0,21.5,3742.0,434.0,2645.0,10.4,Mar-May 2022,Mar-May\n2022 -90,2022-07-01,74.0,2716.0,2789.0,1448.0,1342.0,952.0,22.0,203.0,225.0,143.0,82.0,147.0,71.0,524.0,595.0,283.0,312.0,2129.0,54.7,44.1,78.9,77.3,77.3,77.3,29.5,23.3,7.0,7.5,9.0,5.8,13.4,39.8,42.5,15.2,16.5,15.1,18.0,66.0,6837.0,3228.0,167.0,3442.0,3610.0,1874.0,1736.0,3.7,22.1,3741.0,372.0,2724.0,9.0,Jun-Aug 2022,Jun-Aug\n2022 -91,2022-10-01,69.0,2694.0,2762.0,1405.0,1357.0,1008.0,19.0,302.0,321.0,197.0,124.0,165.0,109.0,556.0,665.0,318.0,348.0,2112.0,53.6,34.9,75.8,73.7,73.2,74.2,30.7,22.0,10.1,10.4,12.3,8.4,14.1,39.5,55.3,15.7,17.8,16.5,19.0,64.3,7034.0,3284.0,197.0,3552.0,3749.0,1920.0,1829.0,3.9,21.7,3770.0,486.0,2777.0,11.4,Sep-Nov 2022,Sep-Nov\n2022 -92,2023-01-01,81.0,2756.0,2838.0,1490.0,1347.0,985.0,27.0,319.0,346.0,216.0,130.0,143.0,119.0,616.0,736.0,334.0,402.0,2003.0,54.2,35.7,74.7,72.4,73.1,71.7,31.5,24.9,10.4,10.9,12.7,8.8,12.7,38.9,52.5,16.7,18.8,16.4,21.4,64.0,7050.0,3131.0,228.0,3691.0,3919.0,2040.0,1879.0,4.0,21.6,3823.0,488.0,2739.0,11.3,Dec-Feb 2023,Dec-Feb\n2023 -93,2023-04-01,71.0,2704.0,2775.0,1453.0,1322.0,1055.0,20.0,309.0,329.0,228.0,101.0,166.0,93.0,582.0,675.0,292.0,383.0,2067.0,54.2,38.4,75.2,73.4,73.6,73.2,32.1,22.5,10.2,10.6,13.6,7.1,13.6,38.8,50.5,16.2,17.9,14.8,21.2,62.9,7067.0,3288.0,184.0,3595.0,3779.0,1973.0,1806.0,4.1,21.3,3830.0,495.0,2742.0,11.4,Mar-May 2023,Mar-May\n2023 -94,2023-07-01,76.0,2554.0,2629.0,1385.0,1245.0,991.0,15.0,346.0,361.0,249.0,112.0,175.0,106.0,626.0,732.0,316.0,416.0,2197.0,51.1,38.6,72.4,70.6,71.0,70.2,29.5,16.3,11.9,12.1,15.3,8.3,15.0,41.3,53.9,17.8,19.7,16.2,23.5,65.3,7085.0,3363.0,197.0,3526.0,3723.0,1949.0,1773.0,4.3,21.9,3620.0,536.0,2928.0,12.9,Jun-Aug 2023,Jun-Aug\n2023 -95,2023-10-01,104.0,2621.0,2724.0,1441.0,1283.0,948.0,15.0,327.0,342.0,232.0,110.0,180.0,118.0,634.0,752.0,357.0,395.0,2162.0,51.7,43.8,73.2,71.4,71.0,71.8,28.8,12.8,11.1,11.1,13.9,7.9,16.0,41.0,49.8,17.7,19.7,17.6,22.1,65.7,7108.0,3290.0,236.0,3581.0,3818.0,2030.0,1788.0,4.0,21.9,3672.0,522.0,2913.0,12.4,Sep-Nov 2023,Sep-Nov\n2023 -96,2024-01-01,84.0,2581.0,2664.0,1393.0,1271.0,894.0,33.0,307.0,340.0,219.0,121.0,182.0,104.0,657.0,761.0,395.0,366.0,2289.0,49.9,37.8,72.8,70.8,69.4,72.3,26.6,28.2,10.6,11.3,13.6,8.7,16.9,42.8,47.3,18.5,20.2,19.7,20.8,68.0,7130.0,3365.0,221.0,3545.0,3765.0,2007.0,1758.0,4.3,22.2,3558.0,522.0,3050.0,12.8,Dec-Feb 2024,Dec-Feb\n2024 -97,2024-04-01,71.0,2587.0,2658.0,1385.0,1273.0,979.0,36.0,343.0,378.0,253.0,125.0,208.0,93.0,645.0,738.0,369.0,369.0,2192.0,50.8,35.5,72.4,70.4,69.0,72.1,29.0,33.5,11.7,12.5,15.5,8.9,17.5,41.0,46.6,18.0,19.6,18.4,20.9,64.9,7153.0,3379.0,199.0,3575.0,3774.0,2008.0,1767.0,4.5,22.1,3637.0,586.0,2929.0,13.9,Mar-May 2024,Mar-May\n2024 -98,2024-07-01,92.0,2616.0,2708.0,1420.0,1288.0,938.0,26.0,365.0,391.0,249.0,141.0,185.0,102.0,665.0,767.0,385.0,382.0,2187.0,50.8,41.8,71.8,70.1,69.1,71.1,28.3,22.1,12.2,12.6,14.9,9.9,16.5,41.2,46.4,18.2,19.8,18.7,21.1,66.1,7176.0,3310.0,220.0,3646.0,3866.0,2054.0,1812.0,4.1,21.8,3646.0,576.0,2954.0,13.6,Jun-Aug 2024,Jun-Aug\n2024 +0,2000-02-01,251.0,2756.0,3006.0,1638.0,1369.0,925.0,78.0,335.0,413.0,241.0,171.0,169.0,60.0,506.0,565.0,146.0,419.0,1183.0,62.8,64.6,76.6,75.5,80.9,69.9,40.6,23.7,10.8,12.1,12.8,11.1,15.4,27.9,15.3,14.1,14.2,7.2,21.4,52.0,6260.0,2276.0,388.0,3596.0,3984.0,2025.0,1959.0,5.9,23.2,3931.0,581.0,1748.0,12.9,Jan-Mar 2000,Jan-Mar\n2000 +1,2000-05-01,242.0,2723.0,2965.0,1612.0,1353.0,955.0,76.0,330.0,406.0,249.0,157.0,146.0,61.0,503.0,564.0,156.0,408.0,1228.0,62.6,63.8,76.6,75.4,80.0,70.5,41.0,24.0,10.8,12.0,13.4,10.4,13.3,28.6,16.0,14.1,14.3,7.7,21.3,52.7,6264.0,2330.0,379.0,3556.0,3935.0,2016.0,1918.0,5.6,23.3,3921.0,552.0,1792.0,12.3,Apr-Jun 2000,Apr-Jun\n2000 +2,2000-08-01,234.0,2755.0,2989.0,1626.0,1363.0,956.0,85.0,316.0,401.0,231.0,170.0,145.0,64.0,503.0,567.0,166.0,400.0,1228.0,62.8,61.1,77.1,75.5,80.4,70.5,41.0,26.6,10.3,11.8,12.4,11.1,13.1,28.6,16.8,14.1,14.3,8.2,20.7,52.7,6285.0,2329.0,383.0,3573.0,3956.0,2023.0,1933.0,5.4,23.2,3945.0,545.0,1795.0,12.1,Jul-Sep 2000,Jul-Sep\n2000 +3,2000-11-01,233.0,2744.0,2977.0,1625.0,1352.0,927.0,77.0,318.0,395.0,236.0,159.0,154.0,59.0,515.0,575.0,152.0,422.0,1288.0,61.8,63.1,76.7,75.4,80.7,69.9,39.1,24.9,10.4,11.7,12.7,10.5,14.2,29.5,16.0,14.4,14.6,7.6,21.9,54.4,6314.0,2368.0,369.0,3577.0,3946.0,2013.0,1933.0,5.3,23.5,3903.0,548.0,1863.0,12.3,Oct-Dec 2000,Oct-Dec\n2000 +4,2001-02-01,245.0,2744.0,2989.0,1628.0,1361.0,953.0,80.0,322.0,402.0,248.0,154.0,134.0,62.0,519.0,581.0,160.0,421.0,1285.0,62.1,63.3,76.5,75.3,80.0,70.3,40.2,24.7,10.5,11.8,13.2,10.2,12.4,29.4,16.0,14.5,14.6,7.8,21.8,54.2,6344.0,2373.0,386.0,3585.0,3971.0,2035.0,1936.0,5.1,23.4,3942.0,536.0,1866.0,12.0,Jan-Mar 2001,Jan-Mar\n2001 +5,2001-05-01,247.0,2796.0,3044.0,1654.0,1390.0,952.0,79.0,314.0,393.0,242.0,151.0,134.0,72.0,491.0,563.0,151.0,412.0,1287.0,62.7,62.1,77.6,76.1,80.8,71.1,40.1,24.3,10.1,11.4,12.8,9.8,12.4,29.0,18.0,13.6,14.1,7.4,21.1,54.2,6373.0,2373.0,399.0,3601.0,4000.0,2046.0,1954.0,5.1,23.4,3996.0,527.0,1850.0,11.7,Apr-Jun 2001,Apr-Jun\n2001 +6,2001-08-01,248.0,2783.0,3030.0,1651.0,1380.0,962.0,81.0,311.0,392.0,255.0,137.0,150.0,57.0,513.0,569.0,140.0,430.0,1299.0,62.4,64.3,77.2,75.9,80.7,70.9,39.9,24.6,10.0,11.4,13.4,9.0,13.4,29.2,14.7,14.2,14.3,6.8,22.1,53.9,6403.0,2411.0,385.0,3606.0,3991.0,2045.0,1946.0,5.1,23.5,3993.0,541.0,1869.0,11.9,Jul-Sep 2001,Jul-Sep\n2001 +7,2001-11-01,260.0,2817.0,3077.0,1646.0,1431.0,951.0,84.0,350.0,434.0,269.0,165.0,134.0,66.0,489.0,555.0,150.0,405.0,1287.0,62.6,63.4,77.0,75.7,79.7,71.5,40.1,24.4,11.1,12.4,14.0,10.3,12.3,28.6,16.1,13.4,13.7,7.3,20.2,54.3,6438.0,2372.0,410.0,3657.0,4066.0,2065.0,2001.0,5.2,23.4,4028.0,568.0,1842.0,12.4,Oct-Dec 2001,Oct-Dec\n2001 +8,2002-02-01,234.0,2843.0,3077.0,1649.0,1429.0,942.0,85.0,348.0,433.0,269.0,164.0,128.0,74.0,510.0,584.0,165.0,419.0,1308.0,62.1,59.6,76.8,75.2,79.2,71.0,39.6,26.6,10.9,12.3,14.0,10.3,12.0,29.2,18.9,13.8,14.3,7.9,20.8,55.0,6473.0,2379.0,393.0,3702.0,4095.0,2083.0,2012.0,5.2,23.6,4019.0,562.0,1892.0,12.3,Jan-Mar 2002,Jan-Mar\n2002 +9,2002-05-01,225.0,2867.0,3093.0,1648.0,1444.0,953.0,87.0,329.0,416.0,265.0,151.0,133.0,70.0,534.0,604.0,174.0,429.0,1310.0,62.2,59.0,76.9,75.2,79.0,71.3,39.8,27.8,10.3,11.9,13.8,9.5,12.2,29.4,18.3,14.3,14.7,8.4,21.2,54.7,6509.0,2397.0,382.0,3730.0,4112.0,2088.0,2025.0,5.2,23.3,4046.0,549.0,1914.0,11.9,Apr-Jun 2002,Apr-Jun\n2002 +10,2002-08-01,227.0,2860.0,3087.0,1634.0,1452.0,955.0,85.0,327.0,413.0,260.0,153.0,149.0,79.0,539.0,618.0,189.0,429.0,1323.0,61.8,57.9,76.8,75.0,78.4,71.4,39.3,27.4,10.3,11.8,13.7,9.5,13.5,29.7,20.3,14.5,15.0,9.1,21.1,54.5,6544.0,2427.0,392.0,3726.0,4117.0,2083.0,2034.0,5.4,23.3,4041.0,561.0,1942.0,12.2,Jul-Sep 2002,Jul-Sep\n2002 +11,2002-11-01,223.0,2858.0,3080.0,1666.0,1414.0,1003.0,93.0,318.0,411.0,260.0,151.0,159.0,74.0,539.0,612.0,169.0,443.0,1315.0,62.0,57.1,76.9,75.1,79.5,70.4,40.5,29.6,10.0,11.8,13.5,9.7,13.7,29.3,18.9,14.5,14.9,8.1,22.1,53.1,6580.0,2476.0,390.0,3714.0,4104.0,2095.0,2009.0,5.2,23.2,4083.0,570.0,1927.0,12.3,Oct-Dec 2002,Oct-Dec\n2002 +12,2003-02-01,238.0,2821.0,3060.0,1658.0,1401.0,988.0,95.0,352.0,447.0,277.0,170.0,146.0,80.0,552.0,632.0,180.0,452.0,1343.0,61.2,57.7,75.7,73.9,78.4,69.3,39.9,28.4,11.1,12.7,14.3,10.8,12.9,29.9,19.4,14.8,15.3,8.5,22.3,54.2,6615.0,2477.0,413.0,3725.0,4139.0,2116.0,2022.0,5.2,23.3,4047.0,593.0,1975.0,12.8,Jan-Mar 2003,Jan-Mar\n2003 +13,2003-05-01,240.0,2840.0,3081.0,1684.0,1397.0,962.0,94.0,329.0,423.0,259.0,164.0,152.0,83.0,565.0,648.0,180.0,468.0,1385.0,60.8,57.5,76.1,74.2,79.3,68.9,38.5,28.2,10.4,12.1,13.3,10.5,13.6,30.6,19.9,15.1,15.6,8.5,23.1,55.4,6651.0,2500.0,417.0,3734.0,4151.0,2123.0,2029.0,5.0,23.3,4043.0,575.0,2033.0,12.4,Apr-Jun 2003,Apr-Jun\n2003 +14,2003-08-01,252.0,2880.0,3131.0,1710.0,1421.0,941.0,90.0,330.0,420.0,261.0,159.0,158.0,89.0,560.0,649.0,190.0,460.0,1387.0,60.9,58.4,76.4,74.5,79.1,69.7,37.9,26.3,10.3,11.8,13.3,10.0,14.4,30.5,20.7,14.9,15.5,8.8,22.5,55.8,6687.0,2486.0,431.0,3770.0,4201.0,2161.0,2040.0,5.1,23.3,4073.0,578.0,2036.0,12.4,Jul-Sep 2003,Jul-Sep\n2003 +15,2003-11-01,251.0,2910.0,3161.0,1715.0,1446.0,958.0,87.0,319.0,406.0,254.0,152.0,145.0,75.0,573.0,648.0,185.0,463.0,1405.0,61.3,60.7,76.5,75.0,79.6,70.2,38.2,25.8,9.9,11.4,12.9,9.5,13.2,30.5,18.2,15.1,15.4,8.6,22.5,56.0,6724.0,2509.0,413.0,3802.0,4215.0,2153.0,2061.0,4.9,23.5,4119.0,551.0,2054.0,11.8,Oct-Dec 2003,Oct-Dec\n2003 +16,2004-02-01,234.0,2955.0,3189.0,1724.0,1465.0,977.0,85.0,320.0,405.0,250.0,155.0,167.0,74.0,545.0,619.0,176.0,443.0,1404.0,61.6,59.6,77.3,75.7,80.2,71.0,38.4,26.6,9.8,11.3,12.7,9.6,14.6,29.9,18.8,14.3,14.7,8.2,21.5,55.1,6760.0,2547.0,393.0,3820.0,4213.0,2150.0,2063.0,4.8,23.2,4166.0,572.0,2023.0,12.1,Jan-Mar 2004,Jan-Mar\n2004 +17,2004-05-01,221.0,2948.0,3169.0,1722.0,1447.0,980.0,84.0,326.0,410.0,248.0,162.0,163.0,83.0,570.0,653.0,179.0,474.0,1422.0,61.0,56.9,76.7,74.9,80.1,69.5,38.2,27.4,10.0,11.5,12.6,10.1,14.2,30.5,21.5,14.8,15.4,8.3,22.8,55.4,6797.0,2565.0,388.0,3844.0,4232.0,2149.0,2083.0,4.9,23.4,4149.0,572.0,2075.0,12.1,Apr-Jun 2004,Apr-Jun\n2004 +18,2004-08-01,229.0,2945.0,3174.0,1716.0,1458.0,979.0,100.0,342.0,442.0,262.0,180.0,145.0,77.0,591.0,668.0,196.0,472.0,1420.0,60.8,56.4,75.9,74.1,78.9,69.1,38.5,30.4,10.4,12.2,13.2,11.0,12.9,30.6,19.0,15.2,15.6,9.0,22.4,55.8,6829.0,2545.0,406.0,3878.0,4284.0,2174.0,2111.0,4.7,23.5,4153.0,588.0,2089.0,12.4,Jul-Sep 2004,Jul-Sep\n2004 +19,2004-11-01,222.0,2947.0,3169.0,1722.0,1447.0,999.0,90.0,353.0,443.0,268.0,175.0,152.0,85.0,590.0,675.0,206.0,469.0,1422.0,60.8,56.0,75.8,73.9,78.4,69.2,38.8,28.8,10.7,12.3,13.5,10.8,13.2,30.6,21.4,15.2,15.7,9.4,22.4,55.3,6859.0,2573.0,396.0,3890.0,4286.0,2196.0,2091.0,4.8,23.3,4168.0,594.0,2096.0,12.5,Oct-Dec 2004,Oct-Dec\n2004 +20,2005-02-01,230.0,2955.0,3185.0,1727.0,1459.0,977.0,89.0,340.0,429.0,265.0,164.0,155.0,88.0,591.0,678.0,203.0,475.0,1465.0,60.4,56.6,76.1,74.2,78.7,69.5,37.6,27.9,10.3,11.9,13.3,10.1,13.7,31.1,21.5,15.2,15.8,9.2,22.7,56.4,6889.0,2596.0,407.0,3885.0,4292.0,2195.0,2097.0,4.7,23.3,4162.0,584.0,2143.0,12.3,Jan-Mar 2005,Jan-Mar\n2005 +21,2005-05-01,220.0,2945.0,3165.0,1720.0,1445.0,977.0,88.0,360.0,448.0,275.0,173.0,159.0,91.0,609.0,700.0,219.0,481.0,1470.0,59.9,55.1,75.2,73.4,77.7,68.8,37.5,28.6,10.9,12.4,13.8,10.7,14.0,31.4,22.9,15.6,16.2,9.9,22.9,56.4,6919.0,2606.0,399.0,3914.0,4313.0,2213.0,2100.0,4.8,23.4,4142.0,607.0,2170.0,12.8,Apr-Jun 2005,Apr-Jun\n2005 +22,2005-08-01,204.0,2949.0,3153.0,1694.0,1459.0,973.0,90.0,366.0,457.0,292.0,165.0,146.0,96.0,598.0,694.0,222.0,472.0,1522.0,59.4,52.3,75.4,73.3,76.7,69.6,36.8,30.7,11.0,12.6,14.7,10.2,13.1,31.9,24.6,15.3,16.1,10.1,22.5,57.6,6944.0,2641.0,391.0,3913.0,4303.0,2208.0,2096.0,4.8,23.3,4126.0,603.0,2216.0,12.7,Jul-Sep 2005,Jul-Sep\n2005 +23,2005-11-01,180.0,2933.0,3113.0,1676.0,1437.0,938.0,92.0,396.0,488.0,305.0,183.0,168.0,101.0,618.0,720.0,227.0,492.0,1542.0,58.1,48.3,74.3,72.1,75.9,68.1,35.4,33.8,11.9,13.5,15.4,11.3,15.2,32.4,27.1,15.7,16.7,10.3,23.3,58.2,6968.0,2647.0,373.0,3948.0,4321.0,2209.0,2112.0,5.2,23.3,4051.0,656.0,2261.0,13.9,Oct-Dec 2005,Oct-Dec\n2005 +24,2006-02-01,183.0,2969.0,3152.0,1686.0,1466.0,968.0,84.0,382.0,466.0,289.0,177.0,185.0,97.0,627.0,724.0,236.0,488.0,1498.0,58.9,50.3,74.6,72.6,76.3,68.8,36.5,31.4,11.4,12.9,14.6,10.8,16.0,31.8,26.6,15.8,16.7,10.7,22.9,56.5,6992.0,2651.0,363.0,3978.0,4342.0,2211.0,2131.0,5.3,23.0,4120.0,651.0,2222.0,13.6,Jan-Mar 2006,Jan-Mar\n2006 +25,2006-05-01,180.0,2952.0,3132.0,1672.0,1460.0,992.0,80.0,426.0,506.0,311.0,195.0,181.0,106.0,606.0,711.0,241.0,470.0,1494.0,58.8,49.1,74.1,72.0,75.2,68.7,37.2,30.9,12.6,13.9,15.7,11.8,15.5,31.4,28.9,15.2,16.4,10.9,22.1,56.0,7016.0,2667.0,365.0,3984.0,4349.0,2224.0,2125.0,5.5,22.9,4124.0,688.0,2205.0,14.3,Apr-Jun 2006,Apr-Jun\n2006 +26,2006-08-01,179.0,2987.0,3166.0,1715.0,1450.0,982.0,88.0,428.0,517.0,313.0,204.0,176.0,96.0,602.0,698.0,214.0,484.0,1508.0,58.9,49.3,74.3,72.3,76.5,67.8,36.8,33.0,12.5,14.0,15.4,12.3,15.2,31.3,26.4,15.0,15.9,9.5,22.6,56.6,7046.0,2665.0,363.0,4018.0,4381.0,2242.0,2138.0,5.6,22.9,4147.0,693.0,2206.0,14.3,Jul-Sep 2006,Jul-Sep\n2006 +27,2006-11-01,191.0,2979.0,3169.0,1701.0,1468.0,995.0,76.0,407.0,483.0,291.0,192.0,203.0,103.0,634.0,738.0,252.0,485.0,1490.0,58.8,51.5,74.1,72.2,75.8,68.4,37.0,28.6,12.0,13.2,14.6,11.6,17.0,31.5,27.9,15.8,16.8,11.3,22.6,55.4,7078.0,2689.0,370.0,4020.0,4390.0,2244.0,2146.0,5.6,23.0,4165.0,686.0,2227.0,14.1,Oct-Dec 2006,Oct-Dec\n2006 +28,2007-02-01,192.0,3004.0,3196.0,1723.0,1473.0,939.0,88.0,427.0,515.0,312.0,202.0,187.0,92.0,626.0,718.0,228.0,490.0,1555.0,58.2,51.7,74.0,72.2,76.1,68.0,35.0,31.3,12.4,13.9,15.3,12.1,16.6,32.0,24.7,15.4,16.2,10.1,22.6,58.0,7111.0,2682.0,371.0,4057.0,4429.0,2263.0,2166.0,5.6,23.2,4136.0,702.0,2273.0,14.5,Jan-Mar 2007,Jan-Mar\n2007 +29,2007-05-01,175.0,2988.0,3163.0,1711.0,1452.0,942.0,86.0,427.0,514.0,313.0,200.0,194.0,84.0,632.0,716.0,232.0,484.0,1615.0,57.5,50.7,73.8,72.0,75.8,68.0,34.2,33.1,12.5,14.0,15.5,12.1,17.1,32.6,24.3,15.6,16.3,10.3,22.7,58.7,7143.0,2750.0,345.0,4048.0,4393.0,2256.0,2137.0,5.4,23.2,4105.0,707.0,2331.0,14.7,Apr-Jun 2007,Apr-Jun\n2007 +30,2007-08-01,187.0,2994.0,3181.0,1705.0,1476.0,950.0,81.0,400.0,481.0,295.0,186.0,219.0,93.0,628.0,721.0,235.0,486.0,1616.0,57.6,51.8,74.4,72.6,76.3,68.7,34.1,30.1,11.8,13.1,14.7,11.2,18.7,32.6,25.8,15.6,16.4,10.5,22.6,58.0,7167.0,2784.0,361.0,4022.0,4383.0,2235.0,2148.0,5.4,23.2,4131.0,699.0,2337.0,14.5,Jul-Sep 2007,Jul-Sep\n2007 +31,2007-11-01,190.0,3033.0,3223.0,1727.0,1497.0,955.0,80.0,400.0,480.0,291.0,189.0,193.0,98.0,602.0,700.0,231.0,469.0,1635.0,58.1,51.6,75.2,73.2,76.8,69.5,34.3,29.6,11.6,13.0,14.4,11.2,16.8,32.5,26.7,14.9,15.9,10.3,21.8,58.8,7186.0,2783.0,368.0,4035.0,4403.0,2249.0,2154.0,5.2,23.1,4178.0,673.0,2335.0,13.9,Oct-Dec 2007,Oct-Dec\n2007 +32,2008-02-01,186.0,3004.0,3190.0,1717.0,1472.0,984.0,69.0,410.0,479.0,295.0,185.0,198.0,98.0,614.0,712.0,226.0,486.0,1642.0,57.9,52.6,74.6,72.8,76.7,68.7,34.9,27.2,12.0,13.1,14.6,11.1,16.7,32.7,27.8,15.2,16.3,10.1,22.7,58.1,7205.0,2824.0,353.0,4028.0,4381.0,2238.0,2143.0,5.3,23.0,4174.0,677.0,2354.0,14.0,Jan-Mar 2008,Jan-Mar\n2008 +33,2008-05-01,180.0,2985.0,3165.0,1690.0,1475.0,968.0,78.0,424.0,502.0,309.0,194.0,203.0,94.0,621.0,715.0,230.0,485.0,1671.0,57.2,51.1,74.1,72.2,75.8,68.5,34.1,30.3,12.4,13.7,15.5,11.6,17.3,33.0,26.7,15.4,16.3,10.3,22.5,58.8,7224.0,2841.0,352.0,4031.0,4383.0,2229.0,2154.0,5.4,22.9,4133.0,705.0,2386.0,14.6,Apr-Jun 2008,Apr-Jun\n2008 +34,2008-08-01,177.0,2985.0,3161.0,1693.0,1469.0,935.0,84.0,454.0,539.0,339.0,200.0,215.0,86.0,621.0,707.0,213.0,494.0,1677.0,56.6,51.0,73.5,71.7,75.4,67.9,33.1,32.2,13.2,14.6,16.7,12.0,18.7,33.0,24.8,15.3,16.0,9.5,22.8,59.3,7234.0,2828.0,347.0,4060.0,4407.0,2244.0,2163.0,5.9,23.0,4097.0,753.0,2384.0,15.5,Jul-Sep 2008,Jul-Sep\n2008 +35,2008-11-01,161.0,2921.0,3081.0,1650.0,1432.0,950.0,80.0,503.0,583.0,364.0,219.0,215.0,83.0,580.0,663.0,175.0,488.0,1747.0,55.7,49.6,73.0,71.2,75.4,66.9,32.6,33.2,14.7,15.9,18.1,13.3,18.5,33.3,25.6,14.5,15.3,8.0,22.8,60.0,7240.0,2913.0,323.0,4004.0,4327.0,2188.0,2139.0,6.4,22.9,4032.0,798.0,2410.0,16.5,Oct-Dec 2008,Oct-Dec\n2008 +36,2009-02-01,145.0,2858.0,3002.0,1589.0,1413.0,912.0,77.0,565.0,642.0,396.0,247.0,222.0,82.0,608.0,691.0,218.0,473.0,1777.0,54.0,47.6,70.9,69.3,72.1,66.3,31.3,34.7,16.5,17.6,19.9,14.9,19.6,34.1,27.1,15.1,15.9,9.9,22.2,61.1,7245.0,2910.0,304.0,4031.0,4335.0,2203.0,2132.0,7.2,22.8,3914.0,864.0,2467.0,18.1,Jan-Mar 2009,Jan-Mar\n2009 +37,2009-05-01,122.0,2811.0,2932.0,1540.0,1392.0,878.0,71.0,595.0,666.0,409.0,257.0,250.0,100.0,626.0,726.0,238.0,488.0,1798.0,52.6,41.6,69.7,67.8,70.4,65.2,30.0,36.8,17.5,18.5,21.0,15.6,22.2,34.8,34.1,15.5,16.8,10.9,22.8,61.4,7251.0,2927.0,293.0,4031.0,4324.0,2187.0,2137.0,7.9,23.1,3811.0,916.0,2524.0,19.4,Apr-Jun 2009,Apr-Jun\n2009 +38,2009-08-01,107.0,2719.0,2826.0,1482.0,1343.0,900.0,55.0,601.0,657.0,405.0,252.0,277.0,81.0,638.0,719.0,233.0,486.0,1885.0,51.3,43.8,68.7,67.3,69.9,64.6,29.4,34.2,18.1,18.9,21.5,15.8,23.5,35.8,33.5,16.1,17.1,11.0,23.3,61.6,7263.0,3061.0,243.0,3958.0,4202.0,2121.0,2081.0,8.0,23.3,3726.0,933.0,2604.0,20.0,Jul-Sep 2009,Jul-Sep\n2009 +39,2009-11-01,103.0,2696.0,2798.0,1461.0,1337.0,913.0,67.0,565.0,632.0,391.0,240.0,269.0,81.0,617.0,697.0,205.0,492.0,1968.0,51.0,41.0,69.5,67.8,71.0,64.6,29.0,39.4,17.3,18.4,21.1,15.2,22.7,36.6,32.4,15.9,16.9,10.0,23.8,62.5,7277.0,3150.0,250.0,3877.0,4127.0,2058.0,2069.0,7.9,23.4,3711.0,900.0,2665.0,19.5,Oct-Dec 2009,Oct-Dec\n2009 +40,2010-02-01,109.0,2676.0,2785.0,1458.0,1327.0,905.0,70.0,591.0,660.0,413.0,247.0,277.0,84.0,649.0,733.0,225.0,508.0,1932.0,50.6,41.4,68.3,66.7,69.6,63.7,29.1,39.0,18.1,19.2,22.1,15.7,23.5,36.5,32.0,16.6,17.5,10.7,24.4,62.0,7292.0,3114.0,262.0,3916.0,4178.0,2096.0,2083.0,8.1,23.6,3690.0,938.0,2665.0,20.3,Jan-Mar 2010,Jan-Mar\n2010 +41,2010-05-01,110.0,2707.0,2817.0,1502.0,1315.0,920.0,61.0,564.0,626.0,385.0,241.0,301.0,84.0,616.0,701.0,227.0,474.0,1941.0,51.2,43.0,69.6,68.0,71.0,64.8,29.1,35.8,17.3,18.2,20.4,15.5,24.7,36.2,32.9,15.9,16.9,10.7,23.3,61.4,7306.0,3163.0,256.0,3888.0,4144.0,2115.0,2029.0,8.0,23.5,3737.0,927.0,2642.0,19.9,Apr-Jun 2010,Apr-Jun\n2010 +42,2010-08-01,99.0,2768.0,2867.0,1546.0,1321.0,919.0,60.0,582.0,642.0,377.0,265.0,265.0,91.0,643.0,734.0,233.0,500.0,1895.0,51.7,39.6,69.3,67.6,71.7,63.3,29.8,37.7,17.4,18.3,19.6,16.7,22.4,35.9,36.4,16.1,17.3,10.8,24.0,61.6,7322.0,3079.0,249.0,3993.0,4242.0,2156.0,2086.0,7.9,23.2,3786.0,907.0,2629.0,19.3,Jul-Sep 2010,Jul-Sep\n2010 +43,2010-11-01,89.0,2719.0,2808.0,1524.0,1284.0,895.0,59.0,619.0,677.0,404.0,273.0,282.0,80.0,661.0,741.0,256.0,485.0,1934.0,50.5,39.1,68.0,66.4,69.8,62.9,28.8,39.6,18.5,19.4,21.0,17.5,24.0,36.5,35.2,16.5,17.5,11.7,23.8,62.2,7337.0,3111.0,228.0,3998.0,4226.0,2185.0,2041.0,8.0,23.5,3703.0,960.0,2675.0,20.6,Oct-Dec 2010,Oct-Dec\n2010 +44,2011-02-01,89.0,2764.0,2852.0,1540.0,1312.0,856.0,63.0,587.0,650.0,401.0,249.0,293.0,74.0,625.0,699.0,234.0,465.0,2002.0,50.4,39.4,69.5,67.9,70.8,64.8,27.2,41.5,17.5,18.6,20.6,16.0,25.5,36.7,32.7,15.7,16.6,10.7,22.9,63.5,7352.0,3151.0,225.0,3976.0,4201.0,2174.0,2027.0,8.0,23.4,3709.0,943.0,2701.0,20.3,Jan-Mar 2011,Jan-Mar\n2011 +45,2011-05-01,96.0,2769.0,2864.0,1536.0,1328.0,857.0,66.0,611.0,677.0,416.0,261.0,290.0,64.0,617.0,681.0,218.0,462.0,1999.0,50.5,42.4,69.3,67.8,70.8,64.7,27.3,40.8,18.1,19.1,21.3,16.4,25.3,36.4,28.3,15.4,16.1,10.1,22.5,63.5,7368.0,3145.0,226.0,3997.0,4222.0,2171.0,2051.0,8.1,23.3,3722.0,967.0,2679.0,20.6,Apr-Jun 2011,Apr-Jun\n2011 +46,2011-08-01,92.0,2707.0,2799.0,1497.0,1301.0,825.0,75.0,663.0,738.0,449.0,289.0,303.0,69.0,617.0,686.0,223.0,463.0,2020.0,49.2,39.0,67.9,66.3,69.0,63.4,26.2,44.8,19.7,20.9,23.1,18.2,26.8,36.7,29.3,15.5,16.3,10.3,22.6,64.2,7370.0,3147.0,236.0,3987.0,4222.0,2169.0,2053.0,8.5,23.4,3624.0,1040.0,2706.0,22.3,Jul-Sep 2011,Jul-Sep\n2011 +47,2011-11-01,95.0,2679.0,2774.0,1464.0,1310.0,857.0,62.0,666.0,728.0,457.0,270.0,314.0,79.0,600.0,679.0,226.0,453.0,2015.0,49.3,40.3,67.9,66.4,68.2,64.4,26.9,39.4,19.9,20.8,23.8,17.1,26.8,36.6,33.5,15.2,16.2,10.5,22.3,63.3,7365.0,3185.0,236.0,3945.0,4180.0,2147.0,2033.0,8.6,23.2,3630.0,1042.0,2694.0,22.3,Oct-Dec 2011,Oct-Dec\n2011 +48,2012-02-01,91.0,2674.0,2766.0,1455.0,1310.0,884.0,62.0,643.0,705.0,447.0,259.0,321.0,74.0,602.0,676.0,222.0,454.0,2010.0,49.6,40.2,68.2,66.7,68.5,64.8,27.5,40.6,19.4,20.3,23.5,16.5,26.6,36.5,32.3,15.4,16.3,10.4,22.4,62.5,7361.0,3214.0,227.0,3919.0,4147.0,2124.0,2023.0,8.4,23.1,3649.0,1026.0,2685.0,21.9,Jan-Mar 2012,Jan-Mar\n2012 +49,2012-05-01,92.0,2719.0,2812.0,1492.0,1320.0,904.0,63.0,648.0,711.0,450.0,262.0,308.0,70.0,612.0,682.0,219.0,464.0,1939.0,50.5,40.9,68.3,66.9,69.1,64.5,28.7,40.7,19.2,20.2,23.2,16.5,25.4,35.6,31.1,15.4,16.2,10.1,22.7,61.5,7356.0,3151.0,225.0,3980.0,4205.0,2160.0,2045.0,8.2,22.8,3715.0,1019.0,2622.0,21.5,Apr-Jun 2012,Apr-Jun\n2012 +50,2012-08-01,96.0,2740.0,2836.0,1516.0,1320.0,876.0,50.0,607.0,657.0,403.0,255.0,328.0,68.0,592.0,659.0,209.0,451.0,1991.0,50.5,44.9,69.6,68.3,71.3,65.2,27.4,34.3,18.1,18.8,21.0,16.2,27.3,36.1,31.7,15.0,15.9,9.8,22.2,62.3,7348.0,3195.0,214.0,3939.0,4153.0,2127.0,2026.0,8.0,22.7,3712.0,986.0,2650.0,21.0,Jul-Sep 2012,Jul-Sep\n2012 +51,2012-11-01,82.0,2803.0,2885.0,1543.0,1342.0,840.0,45.0,610.0,655.0,393.0,262.0,336.0,69.0,578.0,647.0,218.0,429.0,1975.0,50.8,41.8,70.2,68.9,71.6,66.0,26.6,35.6,17.9,18.5,20.3,16.3,28.6,35.7,35.1,14.5,15.5,10.1,21.1,62.7,7337.0,3151.0,195.0,3991.0,4187.0,2154.0,2033.0,8.0,22.4,3724.0,991.0,2622.0,21.0,Oct-Dec 2012,Oct-Dec\n2012 +52,2013-02-01,74.0,2749.0,2823.0,1510.0,1313.0,858.0,52.0,619.0,671.0,394.0,277.0,294.0,70.0,575.0,646.0,218.0,428.0,2034.0,50.2,37.7,69.7,68.2,71.2,65.1,26.9,41.3,18.4,19.2,20.7,17.4,25.5,36.6,35.8,14.6,15.6,10.3,21.2,63.8,7327.0,3187.0,197.0,3944.0,4140.0,2122.0,2019.0,8.1,22.6,3681.0,966.0,2680.0,20.8,Jan-Mar 2013,Jan-Mar\n2013 +53,2013-05-01,74.0,2682.0,2756.0,1475.0,1281.0,861.0,49.0,632.0,681.0,413.0,268.0,303.0,68.0,561.0,629.0,219.0,409.0,2088.0,49.4,38.8,69.2,67.8,70.0,65.4,26.5,39.8,19.1,19.8,21.9,17.3,26.0,37.1,35.5,14.5,15.5,10.4,20.9,64.2,7317.0,3252.0,191.0,3874.0,4065.0,2107.0,1958.0,7.9,22.6,3616.0,983.0,2717.0,21.4,Apr-Jun 2013,Apr-Jun\n2013 +54,2013-08-01,84.0,2764.0,2848.0,1516.0,1332.0,826.0,42.0,631.0,672.0,404.0,268.0,314.0,62.0,566.0,628.0,208.0,420.0,2020.0,50.3,44.7,69.8,68.7,71.3,65.9,26.1,33.2,18.6,19.1,21.0,16.8,27.6,36.2,33.1,14.3,15.1,9.8,20.8,63.9,7309.0,3160.0,188.0,3961.0,4149.0,2128.0,2021.0,7.8,22.3,3675.0,987.0,2647.0,21.2,Jul-Sep 2013,Jul-Sep\n2013 +55,2013-11-01,85.0,2798.0,2883.0,1528.0,1354.0,824.0,50.0,589.0,638.0,397.0,242.0,293.0,71.0,549.0,620.0,219.0,401.0,2044.0,50.8,41.1,71.1,69.6,71.3,67.8,26.1,37.1,17.4,18.1,20.6,15.1,26.2,36.5,34.6,13.9,15.0,10.2,20.1,64.7,7302.0,3161.0,206.0,3936.0,4141.0,2144.0,1997.0,7.4,22.3,3707.0,931.0,2664.0,20.1,Oct-Dec 2013,Oct-Dec\n2013 +56,2014-02-01,83.0,2810.0,2894.0,1543.0,1351.0,832.0,37.0,539.0,575.0,353.0,222.0,291.0,70.0,548.0,619.0,210.0,408.0,2084.0,51.1,43.8,72.1,70.8,73.2,68.2,26.0,30.5,16.1,16.6,18.6,14.1,25.9,37.0,37.0,14.1,15.1,10.0,20.6,65.0,7295.0,3207.0,191.0,3897.0,4088.0,2106.0,1982.0,6.9,22.2,3726.0,867.0,2703.0,18.9,Jan-Mar 2014,Jan-Mar\n2014 +57,2014-05-01,83.0,2880.0,2963.0,1579.0,1384.0,841.0,32.0,466.0,498.0,309.0,189.0,263.0,62.0,582.0,643.0,225.0,418.0,2080.0,52.2,46.9,73.3,72.2,74.7,69.5,26.4,28.1,13.9,14.4,16.4,12.0,23.9,37.4,34.8,14.8,15.7,10.7,21.0,65.3,7289.0,3184.0,177.0,3927.0,4104.0,2113.0,1991.0,6.5,22.2,3803.0,762.0,2723.0,16.7,Apr-Jun 2014,Apr-Jun\n2014 +58,2014-08-01,81.0,2869.0,2950.0,1573.0,1376.0,867.0,35.0,461.0,496.0,312.0,184.0,252.0,62.0,577.0,639.0,216.0,423.0,2077.0,52.4,45.2,73.4,72.2,74.9,69.4,27.1,30.5,13.8,14.4,16.6,11.8,22.5,37.3,34.9,14.8,15.6,10.3,21.3,65.0,7282.0,3197.0,179.0,3906.0,4085.0,2101.0,1984.0,6.2,22.3,3817.0,748.0,2717.0,16.4,Jul-Sep 2014,Jul-Sep\n2014 +59,2014-11-01,93.0,2866.0,2959.0,1596.0,1363.0,866.0,39.0,463.0,502.0,299.0,203.0,249.0,67.0,578.0,645.0,207.0,438.0,2054.0,52.6,47.0,73.3,72.1,75.9,68.0,27.3,29.4,13.9,14.5,15.8,13.0,22.3,37.1,33.5,14.8,15.7,9.8,21.9,64.8,7275.0,3169.0,199.0,3908.0,4106.0,2102.0,2004.0,5.9,22.3,3825.0,751.0,2699.0,16.4,Oct-Dec 2014,Oct-Dec\n2014 +60,2015-02-01,86.0,2896.0,2983.0,1608.0,1374.0,885.0,36.0,440.0,476.0,286.0,190.0,254.0,64.0,578.0,641.0,223.0,419.0,2029.0,53.2,46.3,74.0,72.7,76.0,69.3,27.9,29.6,13.2,13.8,15.1,12.1,22.3,36.7,34.1,14.8,15.6,10.5,21.1,64.0,7269.0,3169.0,186.0,3914.0,4100.0,2117.0,1983.0,5.7,22.2,3868.0,731.0,2670.0,15.9,Jan-Mar 2015,Jan-Mar\n2015 +61,2015-05-01,73.0,2910.0,2983.0,1590.0,1393.0,900.0,32.0,435.0,467.0,285.0,181.0,257.0,54.0,549.0,603.0,209.0,394.0,2053.0,53.5,45.9,74.7,73.6,76.3,70.8,28.0,30.4,13.0,13.5,15.2,11.5,22.2,36.6,34.1,14.1,14.9,10.0,20.0,64.0,7262.0,3209.0,160.0,3893.0,4053.0,2084.0,1968.0,5.8,22.2,3883.0,724.0,2655.0,15.7,Apr-Jun 2015,Apr-Jun\n2015 +62,2015-08-01,74.0,2929.0,3003.0,1612.0,1391.0,967.0,32.0,399.0,431.0,253.0,179.0,226.0,56.0,549.0,605.0,234.0,371.0,2016.0,54.8,45.6,75.5,74.3,76.8,71.7,30.1,30.5,12.0,12.6,13.6,11.4,18.9,36.2,34.4,14.2,15.0,11.2,19.1,62.8,7248.0,3209.0,162.0,3877.0,4039.0,2099.0,1940.0,5.5,22.1,3970.0,657.0,2621.0,14.2,Jul-Sep 2015,Jul-Sep\n2015 +63,2015-11-01,74.0,2915.0,2989.0,1605.0,1384.0,973.0,32.0,375.0,408.0,244.0,163.0,217.0,51.0,555.0,605.0,228.0,378.0,2038.0,54.8,47.0,75.8,74.7,77.3,71.9,30.1,30.5,11.4,12.0,13.2,10.6,18.2,36.6,32.3,14.4,15.1,11.0,19.6,63.1,7231.0,3228.0,157.0,3845.0,4002.0,2077.0,1926.0,5.3,21.9,3962.0,625.0,2643.0,13.6,Oct-Dec 2015,Oct-Dec\n2015 +64,2016-02-01,84.0,2915.0,2999.0,1607.0,1392.0,953.0,36.0,378.0,415.0,241.0,174.0,212.0,60.0,567.0,628.0,243.0,385.0,2007.0,54.8,46.4,75.5,74.2,76.9,71.4,30.0,30.1,11.5,12.1,13.0,11.1,18.2,36.5,33.5,14.7,15.5,11.6,19.7,63.3,7213.0,3172.0,180.0,3861.0,4041.0,2091.0,1950.0,5.2,21.9,3952.0,627.0,2635.0,13.7,Jan-Mar 2016,Jan-Mar\n2016 +65,2016-05-01,86.0,2920.0,3006.0,1588.0,1418.0,928.0,36.0,375.0,410.0,245.0,166.0,208.0,67.0,542.0,608.0,250.0,358.0,2035.0,54.7,45.7,76.1,74.7,76.2,73.0,29.3,29.3,11.4,12.0,13.4,10.5,18.3,36.7,35.4,14.1,15.1,12.0,18.4,64.2,7195.0,3171.0,188.0,3836.0,4024.0,2083.0,1941.0,5.1,21.8,3934.0,618.0,2643.0,13.6,Apr-Jun 2016,Apr-Jun\n2016 +66,2016-08-01,68.0,2916.0,2984.0,1558.0,1426.0,922.0,36.0,364.0,400.0,251.0,149.0,197.0,56.0,569.0,625.0,267.0,358.0,2043.0,54.5,42.5,75.8,74.4,75.0,73.8,29.2,34.5,11.1,11.8,13.9,9.4,17.6,37.2,35.1,14.8,15.6,12.9,18.5,64.6,7172.0,3163.0,160.0,3849.0,4009.0,2076.0,1933.0,5.0,21.8,3907.0,597.0,2668.0,13.3,Jul-Sep 2016,Jul-Sep\n2016 +67,2016-11-01,74.0,2929.0,3003.0,1575.0,1428.0,925.0,31.0,333.0,364.0,236.0,128.0,198.0,68.0,563.0,631.0,282.0,350.0,2024.0,55.0,42.9,76.6,75.1,75.3,74.9,29.4,29.2,10.2,10.8,13.0,8.2,17.6,37.2,39.3,14.7,15.8,13.5,18.3,64.3,7146.0,3148.0,173.0,3825.0,3998.0,2092.0,1906.0,4.9,21.8,3928.0,562.0,2656.0,12.5,Oct-Dec 2016,Oct-Dec\n2016 +68,2017-02-01,85.0,2924.0,3010.0,1599.0,1410.0,911.0,37.0,324.0,361.0,228.0,133.0,195.0,56.0,545.0,601.0,261.0,340.0,2042.0,55.1,48.0,77.1,75.8,76.6,74.9,28.9,30.2,10.0,10.7,12.5,8.6,17.7,37.1,31.3,14.4,15.1,12.5,18.1,64.9,7120.0,3148.0,178.0,3794.0,3972.0,2088.0,1884.0,4.8,21.7,3920.0,557.0,2643.0,12.4,Jan-Mar 2017,Jan-Mar\n2017 +69,2017-05-01,74.0,2939.0,3013.0,1624.0,1389.0,879.0,33.0,324.0,357.0,215.0,143.0,188.0,68.0,534.0,603.0,259.0,343.0,2054.0,54.9,42.2,77.4,75.8,77.4,74.1,28.2,31.0,9.9,10.6,11.7,9.3,17.6,37.5,38.8,14.1,15.2,12.4,18.3,65.8,7094.0,3121.0,176.0,3797.0,3973.0,2098.0,1875.0,4.6,21.5,3892.0,545.0,2657.0,12.3,Apr-Jun 2017,Apr-Jun\n2017 +70,2017-08-01,80.0,2879.0,2959.0,1556.0,1403.0,855.0,33.0,312.0,345.0,207.0,137.0,178.0,77.0,563.0,640.0,303.0,338.0,2094.0,53.9,42.0,76.7,75.0,75.3,74.7,27.3,29.0,9.8,10.4,11.8,8.9,17.2,38.7,40.8,15.0,16.2,14.7,18.0,67.0,7070.0,3126.0,190.0,3754.0,3944.0,2066.0,1878.0,4.4,21.7,3814.0,522.0,2734.0,12.0,Jul-Sep 2017,Jul-Sep\n2017 +71,2017-11-01,84.0,2866.0,2951.0,1573.0,1377.0,863.0,38.0,323.0,361.0,208.0,152.0,180.0,75.0,565.0,640.0,292.0,348.0,2053.0,54.1,42.8,76.3,74.7,75.9,73.4,27.9,30.9,10.1,10.9,11.7,10.0,17.3,38.2,38.0,15.1,16.2,14.1,18.5,66.3,7047.0,3096.0,197.0,3754.0,3951.0,2074.0,1878.0,4.5,21.5,3814.0,541.0,2693.0,12.4,Oct-Dec 2017,Oct-Dec\n2017 +72,2018-02-01,76.0,2913.0,2989.0,1592.0,1397.0,859.0,33.0,316.0,349.0,203.0,146.0,174.0,65.0,588.0,653.0,294.0,360.0,2000.0,54.8,43.6,76.3,74.9,76.2,73.4,28.3,30.4,9.8,10.5,11.3,9.5,16.8,37.8,37.4,15.4,16.4,14.1,18.9,65.9,7024.0,3033.0,174.0,3818.0,3991.0,2089.0,1903.0,4.4,21.3,3848.0,523.0,2653.0,12.0,Jan-Mar 2018,Jan-Mar\n2018 +73,2018-05-01,83.0,2861.0,2944.0,1571.0,1373.0,891.0,23.0,304.0,327.0,199.0,127.0,163.0,79.0,569.0,648.0,282.0,366.0,2028.0,54.8,45.0,76.6,75.1,76.6,73.6,28.9,21.5,9.6,10.0,11.3,8.5,15.5,38.2,42.7,15.2,16.5,13.7,19.6,65.8,7001.0,3083.0,185.0,3734.0,3918.0,2052.0,1866.0,4.2,21.4,3835.0,490.0,2676.0,11.3,Apr-Jun 2018,Apr-Jun\n2018 +74,2018-08-01,72.0,2847.0,2920.0,1575.0,1345.0,881.0,14.0,293.0,307.0,177.0,131.0,170.0,73.0,562.0,635.0,250.0,385.0,2065.0,54.5,45.3,76.9,75.6,78.7,72.3,28.3,16.2,9.3,9.5,10.1,8.9,16.2,38.7,45.9,15.2,16.4,12.5,20.7,66.3,6979.0,3116.0,160.0,3703.0,3862.0,2002.0,1861.0,4.3,21.4,3801.0,477.0,2700.0,11.2,Jul-Sep 2018,Jul-Sep\n2018 +75,2018-11-01,68.0,2882.0,2950.0,1587.0,1362.0,880.0,29.0,315.0,344.0,205.0,139.0,166.0,73.0,534.0,608.0,238.0,369.0,2010.0,55.0,40.1,77.2,75.6,78.2,72.8,28.8,29.5,9.9,10.4,11.4,9.3,15.9,37.6,43.1,14.3,15.6,11.7,19.7,65.8,6957.0,3056.0,170.0,3731.0,3901.0,2030.0,1871.0,4.2,21.2,3830.0,510.0,2617.0,11.8,Oct-Dec 2018,Oct-Dec\n2018 +76,2019-02-01,80.0,2870.0,2950.0,1572.0,1378.0,889.0,20.0,310.0,330.0,200.0,130.0,137.0,75.0,528.0,603.0,261.0,342.0,2027.0,55.4,45.7,77.4,76.0,77.3,74.5,29.1,20.1,9.7,10.1,11.3,8.6,13.3,37.9,42.9,14.2,15.5,12.8,18.5,66.4,6936.0,3052.0,176.0,3708.0,3883.0,2033.0,1850.0,4.0,21.1,3839.0,467.0,2630.0,10.8,Jan-Mar 2019,Jan-Mar\n2019 +77,2019-05-01,89.0,2846.0,2935.0,1549.0,1386.0,875.0,21.0,334.0,356.0,223.0,132.0,147.0,77.0,532.0,609.0,280.0,329.0,1993.0,55.1,47.5,76.7,75.3,75.5,75.0,29.0,19.5,10.5,10.8,12.6,8.7,14.3,37.6,41.0,14.3,15.6,13.6,17.8,66.1,6914.0,3014.0,187.0,3712.0,3900.0,2052.0,1848.0,4.1,21.0,3810.0,502.0,2601.0,11.6,Apr-Jun 2019,Apr-Jun\n2019 +78,2019-08-01,92.0,2757.0,2850.0,1527.0,1322.0,859.0,28.0,325.0,353.0,233.0,120.0,147.0,88.0,556.0,644.0,283.0,361.0,2046.0,53.8,44.3,75.8,74.1,74.8,73.3,28.1,23.4,10.5,11.0,13.2,8.4,14.6,39.0,42.2,15.3,16.7,13.8,20.0,67.0,6900.0,3053.0,208.0,3638.0,3847.0,2043.0,1804.0,4.0,21.1,3709.0,500.0,2690.0,11.9,Jul-Sep 2019,Jul-Sep\n2019 +79,2019-11-01,81.0,2848.0,2930.0,1580.0,1350.0,860.0,33.0,306.0,339.0,216.0,124.0,141.0,80.0,542.0,622.0,269.0,353.0,1996.0,55.0,41.8,77.1,75.3,76.5,73.9,28.7,28.9,9.7,10.4,12.0,8.4,14.1,38.0,41.2,14.7,16.0,13.0,19.3,66.6,6889.0,2998.0,195.0,3696.0,3891.0,2064.0,1827.0,3.9,20.8,3790.0,481.0,2618.0,11.3,Oct-Dec 2019,Oct-Dec\n2019 +80,2020-02-01,71.0,2791.0,2863.0,1555.0,1307.0,929.0,36.0,320.0,356.0,218.0,138.0,175.0,80.0,552.0,633.0,287.0,346.0,1917.0,55.2,38.0,76.2,74.3,75.5,73.0,30.8,33.6,10.3,11.1,12.3,9.6,15.9,37.1,42.8,15.1,16.4,13.9,19.3,63.5,6873.0,3022.0,188.0,3664.0,3852.0,2060.0,1791.0,4.2,20.7,3792.0,531.0,2550.0,12.3,Jan-Mar 2020,Jan-Mar\n2020 +81,2020-05-01,60.0,2767.0,2827.0,1507.0,1320.0,840.0,32.0,332.0,364.0,222.0,142.0,186.0,116.0,613.0,729.0,339.0,390.0,1906.0,53.5,29.0,74.5,72.1,72.9,71.2,28.6,34.7,10.7,11.4,12.8,9.7,18.2,38.5,55.6,16.5,18.6,16.4,21.1,65.0,6852.0,2932.0,209.0,3712.0,3920.0,2067.0,1853.0,4.3,21.3,3667.0,550.0,2635.0,13.0,Apr-Jun 2020,Apr-Jun\n2020 +82,2020-08-01,49.0,2598.0,2647.0,1394.0,1253.0,833.0,20.0,387.0,407.0,271.0,136.0,202.0,82.0,498.0,580.0,277.0,303.0,2181.0,50.8,32.6,74.6,72.8,71.8,74.1,25.9,28.7,13.0,13.3,16.3,9.8,19.5,40.3,54.2,14.3,16.0,14.3,17.9,67.8,6850.0,3216.0,152.0,3482.0,3634.0,1942.0,1691.0,5.1,21.5,3480.0,609.0,2761.0,14.9,Jul-Sep 2020,Jul-Sep\n2020 +83,2020-11-01,57.0,2630.0,2687.0,1427.0,1260.0,774.0,17.0,389.0,405.0,256.0,150.0,193.0,75.0,519.0,594.0,305.0,288.0,2180.0,50.7,38.4,74.4,72.9,71.8,74.2,24.6,22.5,12.9,13.1,15.2,10.6,20.0,40.6,50.5,14.7,16.1,15.3,17.0,69.3,6833.0,3147.0,148.0,3538.0,3686.0,1988.0,1698.0,5.5,21.5,3461.0,598.0,2774.0,14.7,Oct-Dec 2020,Oct-Dec\n2020 +84,2021-02-01,47.0,2637.0,2685.0,1416.0,1269.0,754.0,17.0,353.0,370.0,229.0,140.0,175.0,69.0,517.0,586.0,301.0,285.0,2248.0,50.4,35.3,75.2,73.7,72.8,74.9,23.7,26.7,11.8,12.1,13.9,10.0,18.8,41.6,51.8,14.7,16.1,15.5,16.8,70.8,6816.0,3176.0,133.0,3507.0,3640.0,1946.0,1694.0,5.2,21.7,3438.0,545.0,2833.0,13.7,Jan-Mar 2021,Jan-Mar\n2021 +85,2021-05-01,51.0,2672.0,2723.0,1432.0,1291.0,802.0,23.0,297.0,320.0,193.0,128.0,206.0,71.0,469.0,541.0,258.0,282.0,2213.0,51.8,35.1,77.7,76.0,76.0,75.9,24.9,31.2,10.0,10.5,11.9,9.0,20.4,40.5,49.0,13.6,15.1,13.7,16.6,68.7,6805.0,3221.0,146.0,3439.0,3585.0,1884.0,1701.0,4.9,21.6,3525.0,526.0,2754.0,13.0,Apr-Jun 2021,Apr-Jun\n2021 +86,2021-08-01,58.0,2628.0,2687.0,1440.0,1247.0,927.0,14.0,289.0,303.0,184.0,119.0,174.0,66.0,530.0,596.0,292.0,305.0,2129.0,53.0,42.0,76.3,74.9,75.2,74.6,28.7,19.7,9.9,10.1,11.3,8.7,15.8,40.0,47.7,15.4,16.6,15.2,18.2,65.9,6815.0,3229.0,139.0,3447.0,3586.0,1916.0,1670.0,4.5,21.6,3614.0,477.0,2725.0,11.7,Jul-Sep 2021,Jul-Sep\n2021 +87,2021-11-01,57.0,2633.0,2690.0,1408.0,1282.0,1007.0,19.0,275.0,294.0,182.0,112.0,166.0,82.0,537.0,618.0,325.0,293.0,2037.0,54.3,35.9,76.4,74.7,73.5,76.0,31.4,25.4,9.5,9.9,11.5,8.0,14.2,39.0,51.9,15.6,17.2,17.0,17.4,63.4,6813.0,3211.0,158.0,3445.0,3603.0,1916.0,1687.0,4.3,21.7,3697.0,461.0,2655.0,11.1,Oct-Dec 2021,Oct-Dec\n2021 +88,2022-02-01,63.0,2689.0,2752.0,1439.0,1314.0,955.0,26.0,252.0,279.0,186.0,93.0,159.0,84.0,518.0,602.0,284.0,318.0,2070.0,54.4,36.4,77.7,75.8,75.4,76.2,30.0,29.4,8.6,9.2,11.4,6.6,14.3,39.2,48.5,15.0,16.6,14.9,18.4,65.0,6817.0,3183.0,173.0,3460.0,3633.0,1909.0,1724.0,3.9,21.8,3707.0,438.0,2672.0,10.6,Jan-Mar 2022,Jan-Mar\n2022 +89,2022-05-01,75.0,2708.0,2782.0,1442.0,1340.0,925.0,23.0,246.0,269.0,182.0,87.0,160.0,68.0,550.0,618.0,284.0,334.0,2069.0,54.3,45.1,77.3,75.8,75.6,76.1,29.3,23.6,8.3,8.8,11.2,6.1,14.8,39.4,41.0,15.7,16.8,14.9,19.0,65.6,6824.0,3154.0,166.0,3503.0,3669.0,1908.0,1762.0,4.0,21.8,3708.0,429.0,2687.0,10.4,Apr-Jun 2022,Apr-Jun\n2022 +90,2022-08-01,75.0,2732.0,2807.0,1433.0,1374.0,965.0,22.0,254.0,276.0,168.0,109.0,158.0,100.0,570.0,671.0,338.0,333.0,2145.0,53.7,38.1,76.8,74.8,73.9,75.7,29.5,22.6,8.5,9.0,10.5,7.3,14.1,40.1,50.8,16.0,17.9,17.4,18.4,65.6,7023.0,3268.0,198.0,3557.0,3755.0,1939.0,1816.0,3.8,22.0,3772.0,434.0,2816.0,10.3,Jul-Sep 2022,Jul-Sep\n2022 +91,2022-11-01,64.0,2690.0,2755.0,1410.0,1344.0,1018.0,29.0,306.0,335.0,207.0,128.0,157.0,113.0,603.0,717.0,333.0,384.0,2059.0,53.6,31.2,74.7,72.4,72.3,72.4,31.5,30.7,10.2,10.8,12.8,8.7,13.3,39.4,55.0,16.8,18.8,17.1,20.7,63.7,7039.0,3233.0,206.0,3600.0,3806.0,1950.0,1856.0,4.0,21.7,3772.0,491.0,2775.0,11.5,Oct-Dec 2022,Oct-Dec\n2022 +92,2023-02-01,88.0,2763.0,2852.0,1512.0,1340.0,996.0,20.0,325.0,345.0,206.0,139.0,162.0,103.0,580.0,683.0,300.0,382.0,2018.0,54.5,42.0,75.3,73.5,74.9,72.0,31.4,18.2,10.5,10.8,12.0,9.4,14.0,38.3,48.7,15.8,17.6,14.9,20.5,63.5,7056.0,3177.0,211.0,3668.0,3879.0,2018.0,1861.0,4.1,21.5,3848.0,507.0,2701.0,11.6,Jan-Mar 2023,Jan-Mar\n2023 +93,2023-05-01,81.0,2682.0,2764.0,1473.0,1291.0,1035.0,22.0,341.0,362.0,249.0,114.0,170.0,94.0,552.0,646.0,268.0,378.0,2095.0,53.7,41.2,75.0,73.3,74.1,72.4,31.4,21.2,11.3,11.6,14.4,8.1,14.1,38.8,47.7,15.4,17.1,13.5,21.2,63.5,7072.0,3300.0,197.0,3575.0,3772.0,1989.0,1783.0,4.3,21.4,3798.0,533.0,2741.0,12.3,Apr-Jun 2023,Apr-Jun\n2023 +94,2023-08-01,83.0,2551.0,2635.0,1382.0,1253.0,1007.0,15.0,310.0,325.0,226.0,99.0,174.0,112.0,626.0,738.0,320.0,418.0,2214.0,51.3,39.6,73.2,71.3,71.7,70.8,29.7,15.7,10.8,11.0,14.1,7.3,14.7,41.6,53.1,18.0,20.0,16.6,23.6,65.2,7093.0,3395.0,211.0,3487.0,3698.0,1928.0,1770.0,4.2,21.9,3641.0,499.0,2952.0,12.1,Jul-Sep 2023,Jul-Sep\n2023 +95,2023-11-01,98.0,2651.0,2749.0,1461.0,1288.0,930.0,18.0,296.0,314.0,209.0,106.0,167.0,114.0,619.0,732.0,345.0,387.0,2223.0,51.7,42.5,74.3,72.4,72.5,72.3,28.0,15.7,10.0,10.3,12.5,7.6,15.2,41.5,49.5,17.3,19.3,17.1,21.7,67.0,7115.0,3320.0,230.0,3565.0,3795.0,2015.0,1780.0,3.9,21.9,3678.0,481.0,2956.0,11.6,Oct-Dec 2023,Oct-Dec\n2023 +96,2024-02-01,79.0,2637.0,2716.0,1409.0,1306.0,884.0,31.0,323.0,353.0,228.0,126.0,186.0,107.0,666.0,772.0,388.0,384.0,2226.0,50.4,36.5,72.7,70.7,69.6,71.9,26.8,27.9,10.9,11.5,13.9,8.8,17.4,42.0,49.3,18.4,20.1,19.2,21.2,67.5,7138.0,3296.0,216.0,3625.0,3842.0,2025.0,1816.0,4.4,22.1,3600.0,540.0,2998.0,13.0,Jan-Mar 2024,Jan-Mar\n2024 +97,2024-05-01,91.0,2578.0,2669.0,1411.0,1258.0,946.0,32.0,330.0,362.0,231.0,130.0,198.0,101.0,627.0,728.0,363.0,365.0,2258.0,50.5,40.8,72.9,71.0,70.4,71.7,27.8,25.9,11.3,11.9,14.1,9.4,17.3,41.7,45.0,17.7,19.4,18.1,20.8,66.4,7160.0,3402.0,223.0,3535.0,3758.0,2005.0,1754.0,4.2,22.2,3615.0,559.0,2986.0,13.4,Apr-Jun 2024,Apr-Jun\n2024 +98,2024-08-01,84.0,2594.0,2678.0,1395.0,1283.0,918.0,39.0,383.0,422.0,273.0,149.0,205.0,111.0,678.0,789.0,407.0,382.0,2173.0,50.0,35.8,71.0,68.9,67.2,70.8,27.8,32.0,12.9,13.6,16.4,10.4,18.3,41.2,47.3,18.6,20.3,19.6,21.0,65.9,7184.0,3295.0,234.0,3654.0,3889.0,2076.0,1813.0,4.4,21.8,3595.0,627.0,2962.0,14.8,Jul-Sep 2024,Jul-Sep\n2024 diff --git a/src/_data/sources/labour-market/labour_market_status_last_3_years.csv b/src/_data/sources/labour-market/labour_market_status_last_3_years.csv index c63a2a9c..24701606 100644 --- a/src/_data/sources/labour-market/labour_market_status_last_3_years.csv +++ b/src/_data/sources/labour-market/labour_market_status_last_3_years.csv @@ -1,13 +1,13 @@ quarter_index,lms_period,age_16_to_17_not_in_ft_education_in_employment_sa,age_18_to_24_not_in_ft_education_in_employment_sa,age_16_to_24_not_in_ft_education_in_employment_sa,men_16_to_24_not_in_ft_education_in_employment_sa,women_16_to_24_not_in_ft_education_in_employment_sa,age_16_to_24_in_ft_education_in_employment_sa,age_16_to_17_not_in_ft_education_unemployed_sa,age_18_to_24_not_in_ft_education_unemployed_sa,age_16_to_24_not_in_ft_education_unemployed_sa,men_16_to_24_not_in_ft_education_unemployed_sa,women_16_to_24_not_in_ft_education_unemployed_sa,age_16_to_24_in_ft_education_unemployed_sa,age_16_to_17_not_in_ft_education_economically_inactive_sa,age_18_to_24_not_in_ft_education_economically_inactive_sa,age_16_to_24_not_in_ft_education_economically_inactive_sa,men_16_to_24_not_in_ft_education_economically_inactive_sa,women_16_to_24_not_in_ft_education_economically_inactive_sa,age_16_to_24_in_ft_education_economically_inactive_sa,age_16_to_24_employment_rate_sa,age_16_to_17_not_in_ft_education_employment_rate_sa,age_18_to_24_not_in_ft_education_employment_rate_sa,age_16_to_24_not_in_ft_education_employment_rate_sa,men_16_to_24_not_in_ft_education_employment_rate_sa,women_16_to_24_not_in_ft_education_employment_rate_sa,age_16_to_24_in_ft_education_employment_rate_sa,age_16_to_17_not_in_ft_education_unemployment_rate_sa,age_18_to_24_not_in_ft_education_unemployment_rate_sa,age_16_to_24_not_in_ft_education_unemployment_rate_sa,men_16_to_24_not_in_ft_education_unemployment_rate_sa,women_16_to_24_not_in_ft_education_unemployment_rate_sa,age_16_to_24_in_ft_education_unemployment_rate_sa,age_16_to_24_economic_inactivity_rate_sa,age_16_to_17_not_in_ft_education_economic_inactivity_rate_sa,age_18_to_24_not_in_ft_education_economic_inactivity_rate_sa,age_16_to_24_not_in_ft_education_economic_inactivity_rate_sa,men_16_to_24_not_in_ft_education_economic_inactivity_rate_sa,women_16_to_24_not_in_ft_education_economic_inactivity_rate_sa,age_16_to_24_in_ft_education_economic_inactivity_rate_sa,age_16_to_24_total_sa,age_16_to_24_in_ft_education_total_sa,age_16_to_17_not_in_ft_education_total_sa,age_18_to_24_not_in_ft_education_total_sa,age_16_to_24_not_in_ft_education_total_sa,men_16_to_24_not_in_ft_education_total_sa,women_16_to_24_not_in_ft_education_total_sa,unemployment_rate_sa,economic_inactivity_rate_sa,age_16_to_24_in_employment_sa,age_16_to_24_unemployed_sa,age_16_to_24_economically_inactive_sa,age_16_to_24_unemployment_rate_sa,quarter_label,quarter_axis_label -0,2021-10-01,50.0,2656.0,2706.0,1419.0,1286.0,960.0,20.0,269.0,289.0,181.0,107.0,164.0,81.0,542.0,623.0,319.0,304.0,2074.0,53.8,33.0,76.6,74.8,73.9,75.8,30.0,28.6,9.2,9.6,11.3,7.7,14.6,39.6,53.8,15.6,17.2,16.6,17.9,64.9,6815.0,3198.0,150.0,3467.0,3617.0,1919.0,1698.0,4.3,21.7,3665.0,453.0,2697.0,11.0,Sep-Nov 2021,Sep-Nov\n2021 -1,2022-01-01,69.0,2678.0,2747.0,1439.0,1308.0,943.0,22.0,269.0,292.0,191.0,100.0,173.0,93.0,524.0,617.0,300.0,317.0,2043.0,54.1,37.4,77.1,75.1,74.5,75.8,29.8,24.6,9.1,9.6,11.7,7.1,15.5,39.0,50.4,15.1,16.9,15.5,18.4,64.7,6814.0,3159.0,184.0,3471.0,3655.0,1930.0,1725.0,4.0,21.8,3689.0,465.0,2660.0,11.2,Dec-Feb 2022,Dec-Feb\n2022 -2,2022-04-01,76.0,2741.0,2817.0,1463.0,1354.0,925.0,25.0,255.0,281.0,182.0,98.0,153.0,80.0,544.0,624.0,302.0,322.0,2021.0,54.9,42.0,77.4,75.7,75.1,76.3,29.8,25.0,8.5,9.1,11.1,6.8,14.2,38.8,44.0,15.4,16.8,15.5,18.1,65.2,6821.0,3099.0,181.0,3541.0,3722.0,1948.0,1774.0,4.0,21.5,3742.0,434.0,2645.0,10.4,Mar-May 2022,Mar-May\n2022 -3,2022-07-01,74.0,2716.0,2789.0,1448.0,1342.0,952.0,22.0,203.0,225.0,143.0,82.0,147.0,71.0,524.0,595.0,283.0,312.0,2129.0,54.7,44.1,78.9,77.3,77.3,77.3,29.5,23.3,7.0,7.5,9.0,5.8,13.4,39.8,42.5,15.2,16.5,15.1,18.0,66.0,6837.0,3228.0,167.0,3442.0,3610.0,1874.0,1736.0,3.7,22.1,3741.0,372.0,2724.0,9.0,Jun-Aug 2022,Jun-Aug\n2022 -4,2022-10-01,69.0,2694.0,2762.0,1405.0,1357.0,1008.0,19.0,302.0,321.0,197.0,124.0,165.0,109.0,556.0,665.0,318.0,348.0,2112.0,53.6,34.9,75.8,73.7,73.2,74.2,30.7,22.0,10.1,10.4,12.3,8.4,14.1,39.5,55.3,15.7,17.8,16.5,19.0,64.3,7034.0,3284.0,197.0,3552.0,3749.0,1920.0,1829.0,3.9,21.7,3770.0,486.0,2777.0,11.4,Sep-Nov 2022,Sep-Nov\n2022 -5,2023-01-01,81.0,2756.0,2838.0,1490.0,1347.0,985.0,27.0,319.0,346.0,216.0,130.0,143.0,119.0,616.0,736.0,334.0,402.0,2003.0,54.2,35.7,74.7,72.4,73.1,71.7,31.5,24.9,10.4,10.9,12.7,8.8,12.7,38.9,52.5,16.7,18.8,16.4,21.4,64.0,7050.0,3131.0,228.0,3691.0,3919.0,2040.0,1879.0,4.0,21.6,3823.0,488.0,2739.0,11.3,Dec-Feb 2023,Dec-Feb\n2023 -6,2023-04-01,71.0,2704.0,2775.0,1453.0,1322.0,1055.0,20.0,309.0,329.0,228.0,101.0,166.0,93.0,582.0,675.0,292.0,383.0,2067.0,54.2,38.4,75.2,73.4,73.6,73.2,32.1,22.5,10.2,10.6,13.6,7.1,13.6,38.8,50.5,16.2,17.9,14.8,21.2,62.9,7067.0,3288.0,184.0,3595.0,3779.0,1973.0,1806.0,4.1,21.3,3830.0,495.0,2742.0,11.4,Mar-May 2023,Mar-May\n2023 -7,2023-07-01,76.0,2554.0,2629.0,1385.0,1245.0,991.0,15.0,346.0,361.0,249.0,112.0,175.0,106.0,626.0,732.0,316.0,416.0,2197.0,51.1,38.6,72.4,70.6,71.0,70.2,29.5,16.3,11.9,12.1,15.3,8.3,15.0,41.3,53.9,17.8,19.7,16.2,23.5,65.3,7085.0,3363.0,197.0,3526.0,3723.0,1949.0,1773.0,4.3,21.9,3620.0,536.0,2928.0,12.9,Jun-Aug 2023,Jun-Aug\n2023 -8,2023-10-01,104.0,2621.0,2724.0,1441.0,1283.0,948.0,15.0,327.0,342.0,232.0,110.0,180.0,118.0,634.0,752.0,357.0,395.0,2162.0,51.7,43.8,73.2,71.4,71.0,71.8,28.8,12.8,11.1,11.1,13.9,7.9,16.0,41.0,49.8,17.7,19.7,17.6,22.1,65.7,7108.0,3290.0,236.0,3581.0,3818.0,2030.0,1788.0,4.0,21.9,3672.0,522.0,2913.0,12.4,Sep-Nov 2023,Sep-Nov\n2023 -9,2024-01-01,84.0,2581.0,2664.0,1393.0,1271.0,894.0,33.0,307.0,340.0,219.0,121.0,182.0,104.0,657.0,761.0,395.0,366.0,2289.0,49.9,37.8,72.8,70.8,69.4,72.3,26.6,28.2,10.6,11.3,13.6,8.7,16.9,42.8,47.3,18.5,20.2,19.7,20.8,68.0,7130.0,3365.0,221.0,3545.0,3765.0,2007.0,1758.0,4.3,22.2,3558.0,522.0,3050.0,12.8,Dec-Feb 2024,Dec-Feb\n2024 -10,2024-04-01,71.0,2587.0,2658.0,1385.0,1273.0,979.0,36.0,343.0,378.0,253.0,125.0,208.0,93.0,645.0,738.0,369.0,369.0,2192.0,50.8,35.5,72.4,70.4,69.0,72.1,29.0,33.5,11.7,12.5,15.5,8.9,17.5,41.0,46.6,18.0,19.6,18.4,20.9,64.9,7153.0,3379.0,199.0,3575.0,3774.0,2008.0,1767.0,4.5,22.1,3637.0,586.0,2929.0,13.9,Mar-May 2024,Mar-May\n2024 -11,2024-07-01,92.0,2616.0,2708.0,1420.0,1288.0,938.0,26.0,365.0,391.0,249.0,141.0,185.0,102.0,665.0,767.0,385.0,382.0,2187.0,50.8,41.8,71.8,70.1,69.1,71.1,28.3,22.1,12.2,12.6,14.9,9.9,16.5,41.2,46.4,18.2,19.8,18.7,21.1,66.1,7176.0,3310.0,220.0,3646.0,3866.0,2054.0,1812.0,4.1,21.8,3646.0,576.0,2954.0,13.6,Jun-Aug 2024,Jun-Aug\n2024 +0,2021-11-01,57.0,2633.0,2690.0,1408.0,1282.0,1007.0,19.0,275.0,294.0,182.0,112.0,166.0,82.0,537.0,618.0,325.0,293.0,2037.0,54.3,35.9,76.4,74.7,73.5,76.0,31.4,25.4,9.5,9.9,11.5,8.0,14.2,39.0,51.9,15.6,17.2,17.0,17.4,63.4,6813.0,3211.0,158.0,3445.0,3603.0,1916.0,1687.0,4.3,21.7,3697.0,461.0,2655.0,11.1,Oct-Dec 2021,Oct-Dec\n2021 +1,2022-02-01,63.0,2689.0,2752.0,1439.0,1314.0,955.0,26.0,252.0,279.0,186.0,93.0,159.0,84.0,518.0,602.0,284.0,318.0,2070.0,54.4,36.4,77.7,75.8,75.4,76.2,30.0,29.4,8.6,9.2,11.4,6.6,14.3,39.2,48.5,15.0,16.6,14.9,18.4,65.0,6817.0,3183.0,173.0,3460.0,3633.0,1909.0,1724.0,3.9,21.8,3707.0,438.0,2672.0,10.6,Jan-Mar 2022,Jan-Mar\n2022 +2,2022-05-01,75.0,2708.0,2782.0,1442.0,1340.0,925.0,23.0,246.0,269.0,182.0,87.0,160.0,68.0,550.0,618.0,284.0,334.0,2069.0,54.3,45.1,77.3,75.8,75.6,76.1,29.3,23.6,8.3,8.8,11.2,6.1,14.8,39.4,41.0,15.7,16.8,14.9,19.0,65.6,6824.0,3154.0,166.0,3503.0,3669.0,1908.0,1762.0,4.0,21.8,3708.0,429.0,2687.0,10.4,Apr-Jun 2022,Apr-Jun\n2022 +3,2022-08-01,75.0,2732.0,2807.0,1433.0,1374.0,965.0,22.0,254.0,276.0,168.0,109.0,158.0,100.0,570.0,671.0,338.0,333.0,2145.0,53.7,38.1,76.8,74.8,73.9,75.7,29.5,22.6,8.5,9.0,10.5,7.3,14.1,40.1,50.8,16.0,17.9,17.4,18.4,65.6,7023.0,3268.0,198.0,3557.0,3755.0,1939.0,1816.0,3.8,22.0,3772.0,434.0,2816.0,10.3,Jul-Sep 2022,Jul-Sep\n2022 +4,2022-11-01,64.0,2690.0,2755.0,1410.0,1344.0,1018.0,29.0,306.0,335.0,207.0,128.0,157.0,113.0,603.0,717.0,333.0,384.0,2059.0,53.6,31.2,74.7,72.4,72.3,72.4,31.5,30.7,10.2,10.8,12.8,8.7,13.3,39.4,55.0,16.8,18.8,17.1,20.7,63.7,7039.0,3233.0,206.0,3600.0,3806.0,1950.0,1856.0,4.0,21.7,3772.0,491.0,2775.0,11.5,Oct-Dec 2022,Oct-Dec\n2022 +5,2023-02-01,88.0,2763.0,2852.0,1512.0,1340.0,996.0,20.0,325.0,345.0,206.0,139.0,162.0,103.0,580.0,683.0,300.0,382.0,2018.0,54.5,42.0,75.3,73.5,74.9,72.0,31.4,18.2,10.5,10.8,12.0,9.4,14.0,38.3,48.7,15.8,17.6,14.9,20.5,63.5,7056.0,3177.0,211.0,3668.0,3879.0,2018.0,1861.0,4.1,21.5,3848.0,507.0,2701.0,11.6,Jan-Mar 2023,Jan-Mar\n2023 +6,2023-05-01,81.0,2682.0,2764.0,1473.0,1291.0,1035.0,22.0,341.0,362.0,249.0,114.0,170.0,94.0,552.0,646.0,268.0,378.0,2095.0,53.7,41.2,75.0,73.3,74.1,72.4,31.4,21.2,11.3,11.6,14.4,8.1,14.1,38.8,47.7,15.4,17.1,13.5,21.2,63.5,7072.0,3300.0,197.0,3575.0,3772.0,1989.0,1783.0,4.3,21.4,3798.0,533.0,2741.0,12.3,Apr-Jun 2023,Apr-Jun\n2023 +7,2023-08-01,83.0,2551.0,2635.0,1382.0,1253.0,1007.0,15.0,310.0,325.0,226.0,99.0,174.0,112.0,626.0,738.0,320.0,418.0,2214.0,51.3,39.6,73.2,71.3,71.7,70.8,29.7,15.7,10.8,11.0,14.1,7.3,14.7,41.6,53.1,18.0,20.0,16.6,23.6,65.2,7093.0,3395.0,211.0,3487.0,3698.0,1928.0,1770.0,4.2,21.9,3641.0,499.0,2952.0,12.1,Jul-Sep 2023,Jul-Sep\n2023 +8,2023-11-01,98.0,2651.0,2749.0,1461.0,1288.0,930.0,18.0,296.0,314.0,209.0,106.0,167.0,114.0,619.0,732.0,345.0,387.0,2223.0,51.7,42.5,74.3,72.4,72.5,72.3,28.0,15.7,10.0,10.3,12.5,7.6,15.2,41.5,49.5,17.3,19.3,17.1,21.7,67.0,7115.0,3320.0,230.0,3565.0,3795.0,2015.0,1780.0,3.9,21.9,3678.0,481.0,2956.0,11.6,Oct-Dec 2023,Oct-Dec\n2023 +9,2024-02-01,79.0,2637.0,2716.0,1409.0,1306.0,884.0,31.0,323.0,353.0,228.0,126.0,186.0,107.0,666.0,772.0,388.0,384.0,2226.0,50.4,36.5,72.7,70.7,69.6,71.9,26.8,27.9,10.9,11.5,13.9,8.8,17.4,42.0,49.3,18.4,20.1,19.2,21.2,67.5,7138.0,3296.0,216.0,3625.0,3842.0,2025.0,1816.0,4.4,22.1,3600.0,540.0,2998.0,13.0,Jan-Mar 2024,Jan-Mar\n2024 +10,2024-05-01,91.0,2578.0,2669.0,1411.0,1258.0,946.0,32.0,330.0,362.0,231.0,130.0,198.0,101.0,627.0,728.0,363.0,365.0,2258.0,50.5,40.8,72.9,71.0,70.4,71.7,27.8,25.9,11.3,11.9,14.1,9.4,17.3,41.7,45.0,17.7,19.4,18.1,20.8,66.4,7160.0,3402.0,223.0,3535.0,3758.0,2005.0,1754.0,4.2,22.2,3615.0,559.0,2986.0,13.4,Apr-Jun 2024,Apr-Jun\n2024 +11,2024-08-01,84.0,2594.0,2678.0,1395.0,1283.0,918.0,39.0,383.0,422.0,273.0,149.0,205.0,111.0,678.0,789.0,407.0,382.0,2173.0,50.0,35.8,71.0,68.9,67.2,70.8,27.8,32.0,12.9,13.6,16.4,10.4,18.3,41.2,47.3,18.6,20.3,19.6,21.0,65.9,7184.0,3295.0,234.0,3654.0,3889.0,2076.0,1813.0,4.4,21.8,3595.0,627.0,2962.0,14.8,Jul-Sep 2024,Jul-Sep\n2024 diff --git a/src/_data/sources/labour-market/long_term_unemployed_all_data.csv b/src/_data/sources/labour-market/long_term_unemployed_all_data.csv index eaec5b34..b31fb01b 100644 --- a/src/_data/sources/labour-market/long_term_unemployed_all_data.csv +++ b/src/_data/sources/labour-market/long_term_unemployed_all_data.csv @@ -1,100 +1,100 @@ quarter_index,lms_period,age_16_to_17_unemployed_sa,age_18_to_24_unemployed_sa,age_16_to_17_unemployed_6_to_12_months_sa,age_16_to_17_unemployed_over_12_months_sa,age_16_to_17_unemployed_over_12_months_rate_sa,age_18_to_24_unemployed_6_to_12_months_sa,age_18_to_24_unemployed_over_12_months_sa,age_18_to_24_unemployed_over_12_months_rate_sa,quarter_label,quarter_axis_label,age_16_to_24_unemployed_sa,age_16_to_24_unemployed_6_to_12_months_sa,age_16_to_24_unemployed_over_12_months_sa,age_16_to_24_unemployed_6_to_12_months_rate_sa,age_16_to_24_unemployed_over_12_months_rate_sa,missing_over_12_months_data -0,2000-01-01,172.0,398.0,23.0,10.0,5.6,63.0,56.0,14.2,Dec-Feb 2000,Dec-Feb\n2000,570.0,86.0,66.0,15.1,11.6,False -1,2000-04-01,177.0,402.0,24.0,9.0,5.2,53.0,65.0,16.2,Mar-May 2000,Mar-May\n2000,579.0,77.0,74.0,13.3,12.8,False -2,2000-07-01,163.0,371.0,25.0,12.0,7.1,59.0,62.0,16.8,Jun-Aug 2000,Jun-Aug\n2000,534.0,84.0,74.0,15.7,13.9,False -3,2000-10-01,171.0,382.0,20.0,11.0,6.5,56.0,52.0,13.7,Sep-Nov 2000,Sep-Nov\n2000,553.0,76.0,63.0,13.7,11.4,False -4,2001-01-01,160.0,390.0,22.0,9.0,5.8,61.0,53.0,13.5,Dec-Feb 2001,Dec-Feb\n2001,550.0,83.0,62.0,15.1,11.3,False -5,2001-04-01,147.0,374.0,15.0,10.0,6.7,50.0,55.0,14.7,Mar-May 2001,Mar-May\n2001,521.0,65.0,65.0,12.5,12.5,False -6,2001-07-01,162.0,378.0,16.0,11.0,6.6,49.0,58.0,15.4,Jun-Aug 2001,Jun-Aug\n2001,540.0,65.0,69.0,12.0,12.8,False -7,2001-10-01,163.0,397.0,23.0,11.0,6.7,48.0,50.0,12.6,Sep-Nov 2001,Sep-Nov\n2001,560.0,71.0,61.0,12.7,10.9,False -8,2002-01-01,152.0,400.0,16.0,11.0,7.4,57.0,52.0,12.9,Dec-Feb 2002,Dec-Feb\n2002,552.0,73.0,63.0,13.2,11.4,False -9,2002-04-01,163.0,395.0,21.0,10.0,6.2,70.0,44.0,11.2,Mar-May 2002,Mar-May\n2002,558.0,91.0,54.0,16.3,9.7,False -10,2002-07-01,158.0,405.0,17.0,8.0,5.0,53.0,47.0,11.6,Jun-Aug 2002,Jun-Aug\n2002,563.0,70.0,55.0,12.4,9.8,False -11,2002-10-01,169.0,399.0,29.0,10.0,6.1,46.0,52.0,13.0,Sep-Nov 2002,Sep-Nov\n2002,568.0,75.0,62.0,13.2,10.9,False -12,2003-01-01,178.0,404.0,27.0,10.0,5.9,50.0,48.0,11.9,Dec-Feb 2003,Dec-Feb\n2003,582.0,77.0,58.0,13.2,10.0,False -13,2003-04-01,176.0,405.0,23.0,15.0,8.5,48.0,50.0,12.3,Mar-May 2003,Mar-May\n2003,581.0,71.0,65.0,12.2,11.2,False -14,2003-07-01,170.0,419.0,22.0,11.0,6.5,48.0,61.0,14.7,Jun-Aug 2003,Jun-Aug\n2003,589.0,70.0,72.0,11.9,12.2,False -15,2003-10-01,167.0,383.0,24.0,10.0,6.0,56.0,55.0,14.2,Sep-Nov 2003,Sep-Nov\n2003,550.0,80.0,65.0,14.5,11.8,False -16,2004-01-01,168.0,395.0,24.0,12.0,7.0,61.0,53.0,13.5,Dec-Feb 2004,Dec-Feb\n2004,563.0,85.0,65.0,15.1,11.5,False -17,2004-04-01,173.0,390.0,29.0,10.0,5.8,62.0,50.0,12.9,Mar-May 2004,Mar-May\n2004,563.0,91.0,60.0,16.2,10.7,False -18,2004-07-01,173.0,406.0,28.0,11.0,6.1,60.0,54.0,13.3,Jun-Aug 2004,Jun-Aug\n2004,579.0,88.0,65.0,15.2,11.2,False -19,2004-10-01,170.0,413.0,23.0,9.0,5.2,59.0,58.0,14.0,Sep-Nov 2004,Sep-Nov\n2004,583.0,82.0,67.0,14.1,11.5,False -20,2005-01-01,173.0,432.0,24.0,9.0,5.2,62.0,57.0,13.2,Dec-Feb 2005,Dec-Feb\n2005,605.0,86.0,66.0,14.2,10.9,False -21,2005-04-01,173.0,427.0,24.0,11.0,6.5,58.0,61.0,14.2,Mar-May 2005,Mar-May\n2005,600.0,82.0,72.0,13.7,12.0,False -22,2005-07-01,171.0,425.0,27.0,11.0,6.3,68.0,66.0,15.5,Jun-Aug 2005,Jun-Aug\n2005,596.0,95.0,77.0,15.9,12.9,False -23,2005-10-01,174.0,468.0,26.0,13.0,7.5,80.0,74.0,15.7,Sep-Nov 2005,Sep-Nov\n2005,642.0,106.0,87.0,16.5,13.6,False -24,2006-01-01,186.0,464.0,32.0,11.0,5.9,81.0,68.0,14.6,Dec-Feb 2006,Dec-Feb\n2006,650.0,113.0,79.0,17.4,12.2,False -25,2006-04-01,179.0,499.0,38.0,12.0,6.4,80.0,79.0,15.9,Mar-May 2006,Mar-May\n2006,678.0,118.0,91.0,17.4,13.4,False -26,2006-07-01,168.0,516.0,25.0,18.0,10.8,92.0,80.0,15.5,Jun-Aug 2006,Jun-Aug\n2006,684.0,117.0,98.0,17.1,14.3,False -27,2006-10-01,184.0,482.0,27.0,17.0,9.1,84.0,71.0,14.7,Sep-Nov 2006,Sep-Nov\n2006,666.0,111.0,88.0,16.7,13.2,False -28,2007-01-01,189.0,512.0,28.0,15.0,7.7,69.0,87.0,16.9,Dec-Feb 2007,Dec-Feb\n2007,701.0,97.0,102.0,13.8,14.6,False -29,2007-04-01,188.0,523.0,26.0,15.0,8.1,87.0,88.0,16.9,Mar-May 2007,Mar-May\n2007,711.0,113.0,103.0,15.9,14.5,False -30,2007-07-01,205.0,500.0,35.0,19.0,9.1,73.0,93.0,18.7,Jun-Aug 2007,Jun-Aug\n2007,705.0,108.0,112.0,15.3,15.9,False -31,2007-10-01,192.0,490.0,36.0,15.0,7.6,70.0,94.0,19.2,Sep-Nov 2007,Sep-Nov\n2007,682.0,106.0,109.0,15.5,16.0,False -32,2008-01-01,174.0,496.0,33.0,13.0,7.3,73.0,91.0,18.4,Dec-Feb 2008,Dec-Feb\n2008,670.0,106.0,104.0,15.8,15.5,False -33,2008-04-01,182.0,497.0,36.0,13.0,7.1,66.0,105.0,21.2,Mar-May 2008,Mar-May\n2008,679.0,102.0,118.0,15.0,17.4,False -34,2008-07-01,192.0,545.0,28.0,11.0,5.9,81.0,109.0,20.1,Jun-Aug 2008,Jun-Aug\n2008,737.0,109.0,120.0,14.8,16.3,False -35,2008-10-01,193.0,597.0,29.0,16.0,8.3,99.0,99.0,16.7,Sep-Nov 2008,Sep-Nov\n2008,790.0,128.0,115.0,16.2,14.6,False -36,2009-01-01,187.0,624.0,35.0,17.0,9.0,110.0,106.0,17.0,Dec-Feb 2009,Dec-Feb\n2009,811.0,145.0,123.0,17.9,15.2,False -37,2009-04-01,200.0,722.0,35.0,21.0,10.5,135.0,134.0,18.5,Mar-May 2009,Mar-May\n2009,922.0,170.0,155.0,18.4,16.8,False -38,2009-07-01,214.0,719.0,47.0,24.0,11.1,154.0,156.0,21.7,Jun-Aug 2009,Jun-Aug\n2009,933.0,201.0,180.0,21.5,19.3,False -39,2009-10-01,200.0,704.0,42.0,29.0,14.5,145.0,154.0,21.8,Sep-Nov 2009,Sep-Nov\n2009,904.0,187.0,183.0,20.7,20.2,False -40,2010-01-01,199.0,715.0,35.0,30.0,15.1,156.0,171.0,23.9,Dec-Feb 2010,Dec-Feb\n2010,914.0,191.0,201.0,20.9,22.0,False -41,2010-04-01,220.0,719.0,54.0,23.0,10.7,149.0,192.0,26.8,Mar-May 2010,Mar-May\n2010,939.0,203.0,215.0,21.6,22.9,False -42,2010-07-01,189.0,741.0,36.0,25.0,13.3,126.0,205.0,27.7,Jun-Aug 2010,Jun-Aug\n2010,930.0,162.0,230.0,17.4,24.7,False -43,2010-10-01,208.0,738.0,36.0,25.0,12.1,135.0,203.0,27.5,Sep-Nov 2010,Sep-Nov\n2010,946.0,171.0,228.0,18.1,24.1,False -44,2011-01-01,220.0,740.0,39.0,27.0,12.3,136.0,198.0,26.8,Dec-Feb 2011,Dec-Feb\n2011,960.0,175.0,225.0,18.2,23.4,False -45,2011-04-01,207.0,728.0,43.0,25.0,12.3,133.0,182.0,25.0,Mar-May 2011,Mar-May\n2011,935.0,176.0,207.0,18.8,22.1,False -46,2011-07-01,219.0,804.0,45.0,33.0,14.9,147.0,230.0,28.6,Jun-Aug 2011,Jun-Aug\n2011,1023.0,192.0,263.0,18.8,25.7,False -47,2011-10-01,219.0,835.0,45.0,37.0,16.7,166.0,211.0,25.2,Sep-Nov 2011,Sep-Nov\n2011,1054.0,211.0,248.0,20.0,23.5,False -48,2012-01-01,219.0,813.0,47.0,33.0,15.3,172.0,227.0,27.9,Dec-Feb 2012,Dec-Feb\n2012,1032.0,219.0,260.0,21.2,25.2,False -49,2012-04-01,202.0,827.0,40.0,29.0,14.6,183.0,241.0,29.1,Mar-May 2012,Mar-May\n2012,1029.0,223.0,270.0,21.7,26.2,False -50,2012-07-01,201.0,781.0,38.0,32.0,15.8,140.0,245.0,31.4,Jun-Aug 2012,Jun-Aug\n2012,982.0,178.0,277.0,18.1,28.2,False -51,2012-10-01,204.0,779.0,34.0,33.0,16.4,133.0,236.0,30.3,Sep-Nov 2012,Sep-Nov\n2012,983.0,167.0,269.0,17.0,27.4,False -52,2013-01-01,199.0,792.0,37.0,26.0,13.1,133.0,254.0,32.1,Dec-Feb 2013,Dec-Feb\n2013,991.0,170.0,280.0,17.2,28.3,False -53,2013-04-01,196.0,775.0,36.0,29.0,15.1,120.0,252.0,32.7,Mar-May 2013,Mar-May\n2013,971.0,156.0,281.0,16.1,28.9,False -54,2013-07-01,194.0,794.0,33.0,26.0,13.4,147.0,251.0,31.8,Jun-Aug 2013,Jun-Aug\n2013,988.0,180.0,277.0,18.2,28.0,False -55,2013-10-01,197.0,747.0,35.0,24.0,12.4,134.0,233.0,31.4,Sep-Nov 2013,Sep-Nov\n2013,944.0,169.0,257.0,17.9,27.2,False -56,2014-01-01,182.0,711.0,32.0,22.0,12.3,122.0,222.0,31.5,Dec-Feb 2014,Dec-Feb\n2014,893.0,154.0,244.0,17.2,27.3,False -57,2014-04-01,169.0,651.0,26.0,25.0,14.6,105.0,192.0,29.7,Mar-May 2014,Mar-May\n2014,820.0,131.0,217.0,16.0,26.5,False -58,2014-07-01,164.0,577.0,31.0,21.0,13.1,91.0,190.0,33.2,Jun-Aug 2014,Jun-Aug\n2014,741.0,122.0,211.0,16.5,28.5,False -59,2014-10-01,158.0,621.0,29.0,18.0,11.7,95.0,187.0,30.4,Sep-Nov 2014,Sep-Nov\n2014,779.0,124.0,205.0,15.9,26.3,False -60,2015-01-01,156.0,593.0,22.0,19.0,12.1,80.0,179.0,30.6,Dec-Feb 2015,Dec-Feb\n2015,749.0,102.0,198.0,13.6,26.4,False -61,2015-04-01,145.0,581.0,20.0,15.0,10.7,92.0,140.0,24.3,Mar-May 2015,Mar-May\n2015,726.0,112.0,155.0,15.4,21.3,False -62,2015-07-01,145.0,543.0,21.0,12.0,8.5,83.0,126.0,23.5,Jun-Aug 2015,Jun-Aug\n2015,688.0,104.0,138.0,15.1,20.1,False -63,2015-10-01,130.0,511.0,17.0,15.0,11.6,74.0,114.0,22.6,Sep-Nov 2015,Sep-Nov\n2015,641.0,91.0,129.0,14.2,20.1,False -64,2016-01-01,130.0,510.0,16.0,12.0,9.5,80.0,99.0,19.7,Dec-Feb 2016,Dec-Feb\n2016,640.0,96.0,111.0,15.0,17.3,False -65,2016-04-01,140.0,481.0,17.0,9.0,6.7,72.0,92.0,19.5,Mar-May 2016,Mar-May\n2016,621.0,89.0,101.0,14.3,16.3,False -66,2016-07-01,142.0,497.0,15.0,13.0,9.2,81.0,94.0,19.2,Jun-Aug 2016,Jun-Aug\n2016,639.0,96.0,107.0,15.0,16.7,False -67,2016-10-01,125.0,456.0,17.0,13.0,10.2,74.0,83.0,18.6,Sep-Nov 2016,Sep-Nov\n2016,581.0,91.0,96.0,15.7,16.5,False -68,2017-01-01,127.0,442.0,19.0,7.0,5.3,74.0,75.0,17.3,Dec-Feb 2017,Dec-Feb\n2017,569.0,93.0,82.0,16.3,14.4,False -69,2017-04-01,121.0,448.0,18.0,8.0,6.6,80.0,80.0,18.3,Mar-May 2017,Mar-May\n2017,569.0,98.0,88.0,17.2,15.5,False -70,2017-07-01,109.0,438.0,18.0,4.0,4.2,76.0,80.0,18.6,Jun-Aug 2017,Jun-Aug\n2017,547.0,94.0,84.0,17.2,15.4,False -71,2017-10-01,121.0,428.0,19.0,7.0,5.6,64.0,79.0,18.9,Sep-Nov 2017,Sep-Nov\n2017,549.0,83.0,86.0,15.1,15.7,False -72,2018-01-01,131.0,407.0,20.0,5.0,4.1,60.0,66.0,16.7,Dec-Feb 2018,Dec-Feb\n2018,538.0,80.0,71.0,14.9,13.2,False -73,2018-04-01,113.0,424.0,14.0,8.0,7.3,66.0,73.0,17.7,Mar-May 2018,Mar-May\n2018,537.0,80.0,81.0,14.9,15.1,False -74,2018-07-01,100.0,385.0,16.0,6.0,6.5,61.0,65.0,17.6,Jun-Aug 2018,Jun-Aug\n2018,485.0,77.0,71.0,15.9,14.6,False -75,2018-10-01,109.0,421.0,17.0,4.0,3.8,64.0,73.0,17.8,Sep-Nov 2018,Sep-Nov\n2018,530.0,81.0,77.0,15.3,14.5,False -76,2019-01-01,94.0,417.0,12.0,7.0,8.1,66.0,63.0,15.6,Dec-Feb 2019,Dec-Feb\n2019,511.0,78.0,70.0,15.3,13.7,False -77,2019-04-01,90.0,423.0,11.0,7.0,8.1,67.0,70.0,17.0,Mar-May 2019,Mar-May\n2019,513.0,78.0,77.0,15.2,15.0,False -78,2019-07-01,93.0,422.0,14.0,6.0,6.5,47.0,78.0,19.1,Jun-Aug 2019,Jun-Aug\n2019,515.0,61.0,84.0,11.8,16.3,False -79,2019-10-01,101.0,402.0,13.0,3.0,3.2,71.0,55.0,14.1,Sep-Nov 2019,Sep-Nov\n2019,503.0,84.0,58.0,16.7,11.5,False -80,2020-01-01,113.0,422.0,16.0,8.0,8.0,61.0,60.0,14.8,Dec-Feb 2020,Dec-Feb\n2020,535.0,77.0,68.0,14.4,12.7,False -81,2020-04-01,114.0,465.0,19.0,6.0,5.8,50.0,57.0,12.7,Mar-May 2020,Mar-May\n2020,579.0,69.0,63.0,11.9,10.9,False -82,2020-07-01,98.0,506.0,24.0,3.0,3.7,59.0,82.0,16.6,Jun-Aug 2020,Jun-Aug\n2020,604.0,83.0,85.0,13.7,14.1,False -83,2020-10-01,94.0,530.0,21.0,5.0,5.6,77.0,91.0,17.7,Sep-Nov 2020,Sep-Nov\n2020,624.0,98.0,96.0,15.7,15.4,False -84,2021-01-01,106.0,499.0,18.0,10.0,10.5,99.0,93.0,19.4,Dec-Feb 2021,Dec-Feb\n2021,605.0,117.0,103.0,19.3,17.0,False -85,2021-04-01,121.0,448.0,16.0,15.0,13.0,94.0,91.0,21.3,Mar-May 2021,Mar-May\n2021,569.0,110.0,106.0,19.3,18.6,False -86,2021-07-01,112.0,411.0,12.0,9.0,9.2,60.0,88.0,22.6,Jun-Aug 2021,Jun-Aug\n2021,523.0,72.0,97.0,13.8,18.5,False -87,2021-10-01,105.0,379.0,17.0,4.0,4.7,45.0,89.0,25.0,Sep-Nov 2021,Sep-Nov\n2021,484.0,62.0,93.0,12.8,19.2,False -88,2022-01-01,109.0,388.0,15.0,6.0,6.2,35.0,80.0,21.8,Dec-Feb 2022,Dec-Feb\n2022,497.0,50.0,86.0,10.1,17.3,False -89,2022-04-01,106.0,361.0,15.0,5.0,4.9,21.0,59.0,17.4,Mar-May 2022,Mar-May\n2022,467.0,36.0,64.0,7.7,13.7,False -90,2022-07-01,106.0,301.0,10.0,6.0,6.5,33.0,55.0,19.8,Jun-Aug 2022,Jun-Aug\n2022,407.0,43.0,61.0,10.6,15.0,False -91,2022-10-01,101.0,385.0,9.0,,,52.0,58.0,15.1,Sep-Nov 2022,Sep-Nov\n2022,486.0,61.0,58.0,12.6,15.1,True -92,2023-01-01,87.0,401.0,8.0,4.0,4.4,38.0,58.0,14.3,Dec-Feb 2023,Dec-Feb\n2023,488.0,46.0,62.0,9.4,12.7,False -93,2023-04-01,87.0,407.0,21.0,,,74.0,52.0,12.7,Mar-May 2023,Mar-May\n2023,494.0,95.0,52.0,19.2,12.7,True -94,2023-07-01,79.0,457.0,16.0,,,85.0,58.0,12.6,Jun-Aug 2023,Jun-Aug\n2023,536.0,101.0,58.0,18.8,12.6,True -95,2023-10-01,99.0,423.0,,,,78.0,61.0,14.5,Sep-Nov 2023,Sep-Nov\n2023,522.0,,61.0,,14.5,True -96,2024-01-01,128.0,394.0,16.0,9.0,6.7,69.0,80.0,20.4,Dec-Feb 2024,Dec-Feb\n2024,522.0,85.0,89.0,16.3,17.0,False -97,2024-04-01,136.0,450.0,19.0,20.0,15.1,78.0,76.0,17.0,Mar-May 2024,Mar-May\n2024,586.0,97.0,96.0,16.6,16.4,False -98,2024-07-01,96.0,480.0,14.0,7.0,7.1,64.0,88.0,18.4,Jun-Aug 2024,Jun-Aug\n2024,576.0,78.0,95.0,13.5,16.5,False +0,2000-02-01,175.0,407.0,23.0,8.0,4.8,60.0,57.0,13.9,Jan-Mar 2000,Jan-Mar\n2000,582.0,83.0,65.0,14.3,11.2,False +1,2000-05-01,165.0,386.0,26.0,10.0,6.2,56.0,64.0,16.5,Apr-Jun 2000,Apr-Jun\n2000,551.0,82.0,74.0,14.9,13.4,False +2,2000-08-01,173.0,373.0,23.0,13.0,7.3,53.0,61.0,16.4,Jul-Sep 2000,Jul-Sep\n2000,546.0,76.0,74.0,13.9,13.6,False +3,2000-11-01,161.0,387.0,21.0,11.0,6.6,60.0,50.0,12.8,Oct-Dec 2000,Oct-Dec\n2000,548.0,81.0,61.0,14.8,11.1,False +4,2001-02-01,153.0,383.0,16.0,10.0,6.5,56.0,55.0,14.4,Jan-Mar 2001,Jan-Mar\n2001,536.0,72.0,65.0,13.4,12.1,False +5,2001-05-01,153.0,374.0,16.0,10.0,6.5,48.0,54.0,14.5,Apr-Jun 2001,Apr-Jun\n2001,527.0,64.0,64.0,12.1,12.1,False +6,2001-08-01,164.0,377.0,21.0,9.0,5.5,48.0,58.0,15.4,Jul-Sep 2001,Jul-Sep\n2001,541.0,69.0,67.0,12.8,12.4,False +7,2001-11-01,159.0,409.0,19.0,12.0,7.3,54.0,53.0,12.9,Oct-Dec 2001,Oct-Dec\n2001,568.0,73.0,65.0,12.9,11.4,False +8,2002-02-01,155.0,406.0,16.0,10.0,6.6,63.0,46.0,11.4,Jan-Mar 2002,Jan-Mar\n2002,561.0,79.0,56.0,14.1,10.0,False +9,2002-05-01,161.0,388.0,21.0,10.0,6.1,57.0,44.0,11.3,Apr-Jun 2002,Apr-Jun\n2002,549.0,78.0,54.0,14.2,9.8,False +10,2002-08-01,163.0,398.0,21.0,8.0,5.2,52.0,53.0,13.3,Jul-Sep 2002,Jul-Sep\n2002,561.0,73.0,61.0,13.0,10.9,False +11,2002-11-01,178.0,392.0,27.0,9.0,5.3,47.0,47.0,11.9,Oct-Dec 2002,Oct-Dec\n2002,570.0,74.0,56.0,13.0,9.8,False +12,2003-02-01,171.0,422.0,28.0,12.0,6.8,50.0,52.0,12.2,Jan-Mar 2003,Jan-Mar\n2003,593.0,78.0,64.0,13.2,10.8,False +13,2003-05-01,174.0,401.0,19.0,14.0,8.2,49.0,51.0,12.8,Apr-Jun 2003,Apr-Jun\n2003,575.0,68.0,65.0,11.8,11.3,False +14,2003-08-01,168.0,410.0,22.0,11.0,6.4,49.0,56.0,13.7,Jul-Sep 2003,Jul-Sep\n2003,578.0,71.0,67.0,12.3,11.6,False +15,2003-11-01,169.0,382.0,24.0,13.0,7.6,57.0,50.0,13.2,Oct-Dec 2003,Oct-Dec\n2003,551.0,81.0,63.0,14.7,11.4,False +16,2004-02-01,171.0,401.0,29.0,10.0,5.6,60.0,58.0,14.5,Jan-Mar 2004,Jan-Mar\n2004,572.0,89.0,68.0,15.6,11.9,False +17,2004-05-01,169.0,403.0,26.0,11.0,6.3,66.0,50.0,12.3,Apr-Jun 2004,Apr-Jun\n2004,572.0,92.0,61.0,16.1,10.7,False +18,2004-08-01,181.0,407.0,28.0,11.0,5.9,56.0,55.0,13.6,Jul-Sep 2004,Jul-Sep\n2004,588.0,84.0,66.0,14.3,11.2,False +19,2004-11-01,166.0,428.0,24.0,7.0,4.2,69.0,55.0,12.9,Oct-Dec 2004,Oct-Dec\n2004,594.0,93.0,62.0,15.7,10.4,False +20,2005-02-01,177.0,407.0,22.0,12.0,6.6,55.0,57.0,13.9,Jan-Mar 2005,Jan-Mar\n2005,584.0,77.0,69.0,13.2,11.8,False +21,2005-05-01,173.0,434.0,23.0,13.0,7.4,58.0,66.0,15.1,Apr-Jun 2005,Apr-Jun\n2005,607.0,81.0,79.0,13.3,13.0,False +22,2005-08-01,171.0,432.0,28.0,11.0,6.7,74.0,63.0,14.5,Jul-Sep 2005,Jul-Sep\n2005,603.0,102.0,74.0,16.9,12.3,False +23,2005-11-01,181.0,475.0,28.0,11.0,6.0,83.0,74.0,15.6,Oct-Dec 2005,Oct-Dec\n2005,656.0,111.0,85.0,16.9,13.0,False +24,2006-02-01,179.0,472.0,32.0,13.0,7.2,80.0,71.0,14.9,Jan-Mar 2006,Jan-Mar\n2006,651.0,112.0,84.0,17.2,12.9,False +25,2006-05-01,175.0,513.0,34.0,14.0,7.9,84.0,79.0,15.4,Apr-Jun 2006,Apr-Jun\n2006,688.0,118.0,93.0,17.2,13.5,False +26,2006-08-01,180.0,513.0,25.0,16.0,8.8,92.0,85.0,16.7,Jul-Sep 2006,Jul-Sep\n2006,693.0,117.0,101.0,16.9,14.6,False +27,2006-11-01,184.0,502.0,27.0,16.0,8.6,79.0,73.0,14.4,Oct-Dec 2006,Oct-Dec\n2006,686.0,106.0,89.0,15.5,13.0,False +28,2007-02-01,188.0,514.0,27.0,14.0,7.4,78.0,88.0,17.1,Jan-Mar 2007,Jan-Mar\n2007,702.0,105.0,102.0,15.0,14.5,False +29,2007-05-01,193.0,515.0,28.0,14.0,7.4,85.0,91.0,17.7,Apr-Jun 2007,Apr-Jun\n2007,708.0,113.0,105.0,16.0,14.8,False +30,2007-08-01,212.0,488.0,37.0,21.0,9.8,71.0,89.0,18.3,Jul-Sep 2007,Jul-Sep\n2007,700.0,108.0,110.0,15.4,15.7,False +31,2007-11-01,185.0,488.0,33.0,16.0,8.5,70.0,96.0,19.7,Oct-Dec 2007,Oct-Dec\n2007,673.0,103.0,112.0,15.3,16.6,False +32,2008-02-01,172.0,505.0,33.0,12.0,7.0,72.0,96.0,19.0,Jan-Mar 2008,Jan-Mar\n2008,677.0,105.0,108.0,15.5,16.0,False +33,2008-05-01,186.0,519.0,32.0,11.0,5.9,74.0,104.0,20.0,Apr-Jun 2008,Apr-Jun\n2008,705.0,106.0,115.0,15.0,16.3,False +34,2008-08-01,187.0,566.0,29.0,12.0,6.1,81.0,108.0,19.0,Jul-Sep 2008,Jul-Sep\n2008,753.0,110.0,120.0,14.6,15.9,False +35,2008-11-01,191.0,606.0,32.0,16.0,8.2,103.0,103.0,17.0,Oct-Dec 2008,Oct-Dec\n2008,797.0,135.0,119.0,16.9,14.9,False +36,2009-02-01,196.0,668.0,32.0,22.0,11.0,123.0,116.0,17.4,Jan-Mar 2009,Jan-Mar\n2009,864.0,155.0,138.0,17.9,16.0,False +37,2009-05-01,206.0,710.0,40.0,22.0,10.7,143.0,140.0,19.7,Apr-Jun 2009,Apr-Jun\n2009,916.0,183.0,162.0,20.0,17.7,False +38,2009-08-01,206.0,728.0,42.0,26.0,12.7,153.0,168.0,23.1,Jul-Sep 2009,Jul-Sep\n2009,934.0,195.0,194.0,20.9,20.8,False +39,2009-11-01,196.0,704.0,38.0,29.0,14.6,140.0,156.0,22.1,Oct-Dec 2009,Oct-Dec\n2009,900.0,178.0,185.0,19.8,20.6,False +40,2010-02-01,205.0,732.0,43.0,26.0,12.4,161.0,187.0,25.5,Jan-Mar 2010,Jan-Mar\n2010,937.0,204.0,213.0,21.8,22.7,False +41,2010-05-01,199.0,728.0,45.0,22.0,11.2,141.0,184.0,25.3,Apr-Jun 2010,Apr-Jun\n2010,927.0,186.0,206.0,20.1,22.2,False +42,2010-08-01,196.0,711.0,37.0,28.0,14.4,120.0,190.0,26.7,Jul-Sep 2010,Jul-Sep\n2010,907.0,157.0,218.0,17.3,24.0,False +43,2010-11-01,215.0,745.0,35.0,26.0,12.0,141.0,209.0,28.1,Oct-Dec 2010,Oct-Dec\n2010,960.0,176.0,235.0,18.3,24.5,False +44,2011-02-01,215.0,728.0,38.0,26.0,12.1,137.0,199.0,27.3,Jan-Mar 2011,Jan-Mar\n2011,943.0,175.0,225.0,18.6,23.9,False +45,2011-05-01,211.0,756.0,40.0,26.0,12.2,129.0,204.0,27.0,Apr-Jun 2011,Apr-Jun\n2011,967.0,169.0,230.0,17.5,23.8,False +46,2011-08-01,229.0,812.0,47.0,37.0,16.3,159.0,224.0,27.6,Jul-Sep 2011,Jul-Sep\n2011,1041.0,206.0,261.0,19.8,25.1,False +47,2011-11-01,215.0,827.0,45.0,34.0,15.8,169.0,212.0,25.7,Oct-Dec 2011,Oct-Dec\n2011,1042.0,214.0,246.0,20.5,23.6,False +48,2012-02-01,210.0,817.0,45.0,33.0,15.6,172.0,231.0,28.2,Jan-Mar 2012,Jan-Mar\n2012,1027.0,217.0,264.0,21.1,25.7,False +49,2012-05-01,204.0,815.0,40.0,29.0,14.3,176.0,238.0,29.2,Apr-Jun 2012,Apr-Jun\n2012,1019.0,216.0,267.0,21.2,26.2,False +50,2012-08-01,199.0,788.0,35.0,36.0,18.1,141.0,237.0,30.1,Jul-Sep 2012,Jul-Sep\n2012,987.0,176.0,273.0,17.8,27.7,False +51,2012-11-01,203.0,790.0,34.0,30.0,15.0,134.0,250.0,31.7,Oct-Dec 2012,Oct-Dec\n2012,993.0,168.0,280.0,16.9,28.2,False +52,2013-02-01,193.0,776.0,34.0,28.0,14.4,126.0,246.0,31.9,Jan-Mar 2013,Jan-Mar\n2013,969.0,160.0,274.0,16.5,28.3,False +53,2013-05-01,198.0,790.0,39.0,24.0,11.9,128.0,254.0,32.3,Apr-Jun 2013,Apr-Jun\n2013,988.0,167.0,278.0,16.9,28.1,False +54,2013-08-01,193.0,799.0,29.0,28.0,14.3,139.0,258.0,32.5,Jul-Sep 2013,Jul-Sep\n2013,992.0,168.0,286.0,16.9,28.8,False +55,2013-11-01,190.0,747.0,36.0,25.0,13.1,132.0,234.0,31.6,Oct-Dec 2013,Oct-Dec\n2013,937.0,168.0,259.0,17.9,27.6,False +56,2014-02-01,181.0,691.0,30.0,24.0,13.1,115.0,224.0,32.6,Jan-Mar 2014,Jan-Mar\n2014,872.0,145.0,248.0,16.6,28.4,False +57,2014-05-01,162.0,606.0,23.0,25.0,15.7,101.0,180.0,30.0,Apr-Jun 2014,Apr-Jun\n2014,768.0,124.0,205.0,16.1,26.7,False +58,2014-08-01,163.0,592.0,30.0,16.0,10.0,89.0,192.0,32.8,Jul-Sep 2014,Jul-Sep\n2014,755.0,119.0,208.0,15.8,27.5,False +59,2014-11-01,161.0,597.0,28.0,18.0,11.6,83.0,183.0,31.0,Oct-Dec 2014,Oct-Dec\n2014,758.0,111.0,201.0,14.6,26.5,False +60,2015-02-01,147.0,591.0,21.0,17.0,11.6,86.0,155.0,26.6,Jan-Mar 2015,Jan-Mar\n2015,738.0,107.0,172.0,14.5,23.3,False +61,2015-05-01,144.0,588.0,18.0,16.0,10.9,93.0,145.0,24.9,Apr-Jun 2015,Apr-Jun\n2015,732.0,111.0,161.0,15.2,22.0,False +62,2015-08-01,142.0,524.0,21.0,14.0,9.6,76.0,120.0,23.2,Jul-Sep 2015,Jul-Sep\n2015,666.0,97.0,134.0,14.6,20.1,False +63,2015-11-01,135.0,499.0,17.0,14.0,10.7,74.0,111.0,22.7,Oct-Dec 2015,Oct-Dec\n2015,634.0,91.0,125.0,14.4,19.7,False +64,2016-02-01,128.0,508.0,14.0,8.0,6.5,87.0,95.0,19.0,Jan-Mar 2016,Jan-Mar\n2016,636.0,101.0,103.0,15.9,16.2,False +65,2016-05-01,145.0,484.0,17.0,10.0,7.1,72.0,90.0,19.0,Apr-Jun 2016,Apr-Jun\n2016,629.0,89.0,100.0,14.1,15.9,False +66,2016-08-01,126.0,482.0,15.0,13.0,10.2,78.0,90.0,19.0,Jul-Sep 2016,Jul-Sep\n2016,608.0,93.0,103.0,15.3,16.9,False +67,2016-11-01,124.0,450.0,17.0,12.0,9.9,78.0,81.0,18.5,Oct-Dec 2016,Oct-Dec\n2016,574.0,95.0,93.0,16.6,16.2,False +68,2017-02-01,136.0,434.0,20.0,9.0,6.5,71.0,77.0,18.3,Jan-Mar 2017,Jan-Mar\n2017,570.0,91.0,86.0,16.0,15.1,False +69,2017-05-01,114.0,445.0,16.0,5.0,4.8,81.0,73.0,16.7,Apr-Jun 2017,Apr-Jun\n2017,559.0,97.0,78.0,17.4,14.0,False +70,2017-08-01,108.0,428.0,19.0,6.0,6.2,71.0,86.0,20.5,Jul-Sep 2017,Jul-Sep\n2017,536.0,90.0,92.0,16.8,17.2,False +71,2017-11-01,124.0,432.0,20.0,7.0,5.5,64.0,72.0,17.1,Oct-Dec 2017,Oct-Dec\n2017,556.0,84.0,79.0,15.1,14.2,False +72,2018-02-01,127.0,412.0,17.0,5.0,4.2,62.0,67.0,16.7,Jan-Mar 2018,Jan-Mar\n2018,539.0,79.0,72.0,14.7,13.4,False +73,2018-05-01,107.0,399.0,15.0,7.0,7.1,57.0,72.0,18.6,Apr-Jun 2018,Apr-Jun\n2018,506.0,72.0,79.0,14.2,15.6,False +74,2018-08-01,94.0,401.0,15.0,5.0,5.2,66.0,62.0,15.9,Jul-Sep 2018,Jul-Sep\n2018,495.0,81.0,67.0,16.4,13.5,False +75,2018-11-01,107.0,422.0,14.0,5.0,5.2,66.0,79.0,19.4,Oct-Dec 2018,Oct-Dec\n2018,529.0,80.0,84.0,15.1,15.9,False +76,2019-02-01,88.0,398.0,9.0,7.0,8.8,55.0,63.0,16.4,Jan-Mar 2019,Jan-Mar\n2019,486.0,64.0,70.0,13.2,14.4,False +77,2019-05-01,90.0,432.0,13.0,5.0,5.8,62.0,74.0,17.6,Apr-Jun 2019,Apr-Jun\n2019,522.0,75.0,79.0,14.4,15.1,False +78,2019-08-01,99.0,422.0,13.0,6.0,7.1,53.0,64.0,15.6,Jul-Sep 2019,Jul-Sep\n2019,521.0,66.0,70.0,12.7,13.4,False +79,2019-11-01,105.0,396.0,14.0,3.0,3.3,71.0,56.0,14.6,Oct-Dec 2019,Oct-Dec\n2019,501.0,85.0,59.0,17.0,11.8,False +80,2020-02-01,116.0,436.0,20.0,7.0,6.5,60.0,62.0,14.8,Jan-Mar 2020,Jan-Mar\n2020,552.0,80.0,69.0,14.5,12.5,False +81,2020-05-01,112.0,460.0,19.0,7.0,6.3,50.0,56.0,12.5,Apr-Jun 2020,Apr-Jun\n2020,572.0,69.0,63.0,12.1,11.0,False +82,2020-08-01,97.0,534.0,21.0,7.0,8.3,63.0,96.0,18.5,Jul-Sep 2020,Jul-Sep\n2020,631.0,84.0,103.0,13.3,16.3,False +83,2020-11-01,93.0,530.0,22.0,5.0,6.0,90.0,85.0,16.6,Oct-Dec 2020,Oct-Dec\n2020,623.0,112.0,90.0,18.0,14.4,False +84,2021-02-01,97.0,474.0,13.0,12.0,13.8,90.0,98.0,21.4,Jan-Mar 2021,Jan-Mar\n2021,571.0,103.0,110.0,18.0,19.3,False +85,2021-05-01,133.0,421.0,15.0,14.0,11.1,87.0,85.0,21.1,Apr-Jun 2021,Apr-Jun\n2021,554.0,102.0,99.0,18.4,17.9,False +86,2021-08-01,104.0,402.0,13.0,7.0,7.3,63.0,78.0,20.3,Jul-Sep 2021,Jul-Sep\n2021,506.0,76.0,85.0,15.0,16.8,False +87,2021-11-01,102.0,390.0,16.0,5.0,5.4,36.0,89.0,24.1,Oct-Dec 2021,Oct-Dec\n2021,492.0,52.0,94.0,10.6,19.1,False +88,2022-02-01,111.0,359.0,12.0,7.0,6.8,26.0,71.0,21.0,Jan-Mar 2022,Jan-Mar\n2022,470.0,38.0,78.0,8.1,16.6,False +89,2022-05-01,113.0,350.0,13.0,2.0,2.0,26.0,59.0,18.1,Apr-Jun 2022,Apr-Jun\n2022,463.0,39.0,61.0,8.4,13.2,False +90,2022-08-01,101.0,333.0,11.0,8.0,8.3,39.0,56.0,16.8,Jul-Sep 2022,Jul-Sep\n2022,434.0,50.0,64.0,11.5,14.7,False +91,2022-11-01,106.0,385.0,10.0,3.0,2.9,46.0,59.0,15.2,Oct-Dec 2022,Oct-Dec\n2022,491.0,56.0,62.0,11.4,12.6,False +92,2023-02-01,91.0,416.0,13.0,,,59.0,62.0,15.0,Jan-Mar 2023,Jan-Mar\n2023,507.0,72.0,62.0,14.2,15.0,True +93,2023-05-01,93.0,440.0,18.0,3.0,3.8,82.0,59.0,13.3,Apr-Jun 2023,Apr-Jun\n2023,533.0,100.0,62.0,18.8,11.6,False +94,2023-08-01,75.0,424.0,15.0,,,81.0,52.0,12.3,Jul-Sep 2023,Jul-Sep\n2023,499.0,96.0,52.0,19.2,12.3,True +95,2023-11-01,104.0,378.0,10.0,,,58.0,64.0,16.9,Oct-Dec 2023,Oct-Dec\n2023,482.0,68.0,64.0,14.1,16.9,True +96,2024-02-01,130.0,409.0,16.0,11.0,8.1,82.0,82.0,20.1,Jan-Mar 2024,Jan-Mar\n2024,539.0,98.0,93.0,18.2,17.3,False +97,2024-05-01,115.0,445.0,17.0,19.0,16.6,55.0,74.0,16.6,Apr-Jun 2024,Apr-Jun\n2024,560.0,72.0,93.0,12.9,16.6,False +98,2024-08-01,114.0,513.0,15.0,10.0,9.2,72.0,95.0,18.6,Jul-Sep 2024,Jul-Sep\n2024,627.0,87.0,105.0,13.9,16.7,False diff --git a/src/_data/sources/labour-market/long_term_unemployed_last_3_years.csv b/src/_data/sources/labour-market/long_term_unemployed_last_3_years.csv index acac6437..80725a22 100644 --- a/src/_data/sources/labour-market/long_term_unemployed_last_3_years.csv +++ b/src/_data/sources/labour-market/long_term_unemployed_last_3_years.csv @@ -1,13 +1,13 @@ quarter_index,lms_period,age_16_to_17_unemployed_sa,age_18_to_24_unemployed_sa,age_16_to_17_unemployed_6_to_12_months_sa,age_16_to_17_unemployed_over_12_months_sa,age_16_to_17_unemployed_over_12_months_rate_sa,age_18_to_24_unemployed_6_to_12_months_sa,age_18_to_24_unemployed_over_12_months_sa,age_18_to_24_unemployed_over_12_months_rate_sa,quarter_label,quarter_axis_label,age_16_to_24_unemployed_sa,age_16_to_24_unemployed_6_to_12_months_sa,age_16_to_24_unemployed_over_12_months_sa,age_16_to_24_unemployed_6_to_12_months_rate_sa,age_16_to_24_unemployed_over_12_months_rate_sa,missing_over_12_months_data -0,2021-10-01,105.0,379.0,17.0,4.0,4.7,45.0,89.0,25.0,Sep-Nov 2021,Sep-Nov\n2021,484.0,62.0,93.0,12.8,19.2,False -1,2022-01-01,109.0,388.0,15.0,6.0,6.2,35.0,80.0,21.8,Dec-Feb 2022,Dec-Feb\n2022,497.0,50.0,86.0,10.1,17.3,False -2,2022-04-01,106.0,361.0,15.0,5.0,4.9,21.0,59.0,17.4,Mar-May 2022,Mar-May\n2022,467.0,36.0,64.0,7.7,13.7,False -3,2022-07-01,106.0,301.0,10.0,6.0,6.5,33.0,55.0,19.8,Jun-Aug 2022,Jun-Aug\n2022,407.0,43.0,61.0,10.6,15.0,False -4,2022-10-01,101.0,385.0,9.0,,,52.0,58.0,15.1,Sep-Nov 2022,Sep-Nov\n2022,486.0,61.0,58.0,12.6,15.1,True -5,2023-01-01,87.0,401.0,8.0,4.0,4.4,38.0,58.0,14.3,Dec-Feb 2023,Dec-Feb\n2023,488.0,46.0,62.0,9.4,12.7,False -6,2023-04-01,87.0,407.0,21.0,,,74.0,52.0,12.7,Mar-May 2023,Mar-May\n2023,494.0,95.0,52.0,19.2,12.7,True -7,2023-07-01,79.0,457.0,16.0,,,85.0,58.0,12.6,Jun-Aug 2023,Jun-Aug\n2023,536.0,101.0,58.0,18.8,12.6,True -8,2023-10-01,99.0,423.0,,,,78.0,61.0,14.5,Sep-Nov 2023,Sep-Nov\n2023,522.0,,61.0,,14.5,True -9,2024-01-01,128.0,394.0,16.0,9.0,6.7,69.0,80.0,20.4,Dec-Feb 2024,Dec-Feb\n2024,522.0,85.0,89.0,16.3,17.0,False -10,2024-04-01,136.0,450.0,19.0,20.0,15.1,78.0,76.0,17.0,Mar-May 2024,Mar-May\n2024,586.0,97.0,96.0,16.6,16.4,False -11,2024-07-01,96.0,480.0,14.0,7.0,7.1,64.0,88.0,18.4,Jun-Aug 2024,Jun-Aug\n2024,576.0,78.0,95.0,13.5,16.5,False +0,2021-11-01,102.0,390.0,16.0,5.0,5.4,36.0,89.0,24.1,Oct-Dec 2021,Oct-Dec\n2021,492.0,52.0,94.0,10.6,19.1,False +1,2022-02-01,111.0,359.0,12.0,7.0,6.8,26.0,71.0,21.0,Jan-Mar 2022,Jan-Mar\n2022,470.0,38.0,78.0,8.1,16.6,False +2,2022-05-01,113.0,350.0,13.0,2.0,2.0,26.0,59.0,18.1,Apr-Jun 2022,Apr-Jun\n2022,463.0,39.0,61.0,8.4,13.2,False +3,2022-08-01,101.0,333.0,11.0,8.0,8.3,39.0,56.0,16.8,Jul-Sep 2022,Jul-Sep\n2022,434.0,50.0,64.0,11.5,14.7,False +4,2022-11-01,106.0,385.0,10.0,3.0,2.9,46.0,59.0,15.2,Oct-Dec 2022,Oct-Dec\n2022,491.0,56.0,62.0,11.4,12.6,False +5,2023-02-01,91.0,416.0,13.0,,,59.0,62.0,15.0,Jan-Mar 2023,Jan-Mar\n2023,507.0,72.0,62.0,14.2,15.0,True +6,2023-05-01,93.0,440.0,18.0,3.0,3.8,82.0,59.0,13.3,Apr-Jun 2023,Apr-Jun\n2023,533.0,100.0,62.0,18.8,11.6,False +7,2023-08-01,75.0,424.0,15.0,,,81.0,52.0,12.3,Jul-Sep 2023,Jul-Sep\n2023,499.0,96.0,52.0,19.2,12.3,True +8,2023-11-01,104.0,378.0,10.0,,,58.0,64.0,16.9,Oct-Dec 2023,Oct-Dec\n2023,482.0,68.0,64.0,14.1,16.9,True +9,2024-02-01,130.0,409.0,16.0,11.0,8.1,82.0,82.0,20.1,Jan-Mar 2024,Jan-Mar\n2024,539.0,98.0,93.0,18.2,17.3,False +10,2024-05-01,115.0,445.0,17.0,19.0,16.6,55.0,74.0,16.6,Apr-Jun 2024,Apr-Jun\n2024,560.0,72.0,93.0,12.9,16.6,False +11,2024-08-01,114.0,513.0,15.0,10.0,9.2,72.0,95.0,18.6,Jul-Sep 2024,Jul-Sep\n2024,627.0,87.0,105.0,13.9,16.7,False diff --git a/src/_data/sources/vacancies/growth_key_youth_sectors.csv b/src/_data/sources/vacancies/growth_key_youth_sectors.csv index 17201edd..17c1633d 100644 --- a/src/_data/sources/vacancies/growth_key_youth_sectors.csv +++ b/src/_data/sources/vacancies/growth_key_youth_sectors.csv @@ -1,4 +1,2 @@ date,Sector,key_youth_sectors,wanted_youth_sectors,Growth since pre-coronavirus January to March 2020 (%),Growth since previous quarter (%) -2024-07-01,"Accommodation & food -service",True,False,-19.7,-2.8 -2024-07-01,Health & social work,True,False,-16.9,-7.2 +2024-08-01,Health & social work,True,False,-19.6,-7.6 diff --git a/src/_data/sources/vacancies/growth_wanted_youth_sectors.csv b/src/_data/sources/vacancies/growth_wanted_youth_sectors.csv index 07dbb113..3ecb2a66 100644 --- a/src/_data/sources/vacancies/growth_wanted_youth_sectors.csv +++ b/src/_data/sources/vacancies/growth_wanted_youth_sectors.csv @@ -1,3 +1,2 @@ date,Sector,key_youth_sectors,wanted_youth_sectors,Growth since pre-coronavirus January to March 2020 (%),Growth since previous quarter (%) -2024-07-01,"Arts entertainment & -recreation",False,True,-31.4,-9.6 +2024-08-01,Financial & insurance,False,True,0.8,12.7 diff --git a/src/_data/sources/vacancies/headlines.csv b/src/_data/sources/vacancies/headlines.csv index dfb76125..2364389c 100644 --- a/src/_data/sources/vacancies/headlines.csv +++ b/src/_data/sources/vacancies/headlines.csv @@ -1,4 +1,4 @@ Title,Value,Note,Suffix -Latest monthly vacancies,841000.0,"Estimated number of open job vacancies in the last reported rolling quarter across the UK, Jul-Sep 2024.", -Latest quarterly vacancies,841000.0,"Estimated number of job vacancies in the last quarter across the UK, Jun-Aug 2024", -Growth on previous quarter,-4.0,"Estimated percentage change on last quarter, Jun-Aug 2024",% +Latest monthly vacancies,831000.0,"Estimated number of open job vacancies in the last reported rolling quarter across the UK, Aug-Oct 2024.", +Latest quarterly vacancies,840000.0,"Estimated number of job vacancies in the last quarter across the UK, Jun-Aug 2024", +Growth on previous quarter,-4.2,"Estimated percentage change on last quarter, Jun-Aug 2024",% diff --git a/src/_data/sources/vacancies/metadata.json b/src/_data/sources/vacancies/metadata.json index dc6034c3..303eafab 100644 --- a/src/_data/sources/vacancies/metadata.json +++ b/src/_data/sources/vacancies/metadata.json @@ -1 +1 @@ -{"published":"15 October 2024","next_update":"11 December 2024"} \ No newline at end of file +{"published":"11 December 2024","next_update":"17 December 2024"} \ No newline at end of file diff --git a/src/_data/sources/vacancies/monthly_vacancies.csv b/src/_data/sources/vacancies/monthly_vacancies.csv index aca85036..87323bce 100644 --- a/src/_data/sources/vacancies/monthly_vacancies.csv +++ b/src/_data/sources/vacancies/monthly_vacancies.csv @@ -267,7 +267,7 @@ row,code,value,date,quarter_label,quarter_axis_label 265,AP2Y,1024.0,2023-06-01,May-Jul 2023,May-Jul\n2023 266,AP2Y,1000.0,2023-07-01,Jun-Aug 2023,Jun-Aug\n2023 267,AP2Y,983.0,2023-08-01,Jul-Sep 2023,Jul-Sep\n2023 -268,AP2Y,959.0,2023-09-01,Aug-Oct 2023,Aug-Oct\n2023 +268,AP2Y,961.0,2023-09-01,Aug-Oct 2023,Aug-Oct\n2023 269,AP2Y,951.0,2023-10-01,Sep-Nov 2023,Sep-Nov\n2023 270,AP2Y,929.0,2023-11-01,Oct-Dec 2023,Oct-Dec\n2023 271,AP2Y,924.0,2023-12-01,Nov-Jan 2024,Nov-Jan\n2024 @@ -276,6 +276,7 @@ row,code,value,date,quarter_label,quarter_axis_label 274,AP2Y,909.0,2024-03-01,Feb-Apr 2024,Feb-Apr\n2024 275,AP2Y,899.0,2024-04-01,Mar-May 2024,Mar-May\n2024 276,AP2Y,875.0,2024-05-01,Apr-Jun 2024,Apr-Jun\n2024 -277,AP2Y,869.0,2024-06-01,May-Jul 2024,May-Jul\n2024 -278,AP2Y,856.0,2024-07-01,Jun-Aug 2024,Jun-Aug\n2024 -279,AP2Y,841.0,2024-08-01,Jul-Sep 2024,Jul-Sep\n2024 +277,AP2Y,866.0,2024-06-01,May-Jul 2024,May-Jul\n2024 +278,AP2Y,853.0,2024-07-01,Jun-Aug 2024,Jun-Aug\n2024 +279,AP2Y,840.0,2024-08-01,Jul-Sep 2024,Jul-Sep\n2024 +280,AP2Y,831.0,2024-09-01,Aug-Oct 2024,Aug-Oct\n2024 diff --git a/src/_data/sources/vacancies/quarterly_growth_all_sectors.csv b/src/_data/sources/vacancies/quarterly_growth_all_sectors.csv index 68586b54..08c7ffb4 100644 --- a/src/_data/sources/vacancies/quarterly_growth_all_sectors.csv +++ b/src/_data/sources/vacancies/quarterly_growth_all_sectors.csv @@ -1,10 +1,10 @@ date,Sector,key_youth_sectors,wanted_youth_sectors,Growth since pre-coronavirus January to March 2020 (%),Growth since previous quarter (%) -2024-07-01,Accommodation & food service,True,False,-19.7,-2.8 -2024-07-01,Arts entertainment & recreation,False,True,-31.4,-9.6 -2024-07-01,Construction,False,False,14.9,10.0 -2024-07-01,"Electricity, gas & air conditioning",False,False,-27.6,-4.5 -2024-07-01,Health & social work,True,False,-16.9,-7.2 -2024-07-01,Manufacturing,False,False,-17.2,-7.6 -2024-07-01,Mining & quarrying,False,False,-35.0,-18.8 -2024-07-01,Other service activities,False,False,-36.2,-11.9 -2024-07-01,Real estate activities,False,False,20.0,-15.5 +2024-08-01,"Electricity, gas & air conditioning",False,False,-22.2,-6.7 +2024-08-01,Financial & insurance,False,True,0.8,12.7 +2024-08-01,Health & social work,True,False,-19.6,-7.6 +2024-08-01,Manufacturing,False,False,-19.5,-9.9 +2024-08-01,Other service activities,False,False,-30.1,-0.7 +2024-08-01,Real estate activities,False,False,55.1,-2.8 +2024-08-01,Transport & storage,False,False,-6.8,-9.9 +2024-08-01,Water supply sewerage waste & remediation activities,False,False,6.6,-12.2 +2024-08-01,Wholesale & retail; motor vehicles,False,False,-24.9,-6.3 diff --git a/src/_data/sources/vacancies/quarterly_vacancies.csv b/src/_data/sources/vacancies/quarterly_vacancies.csv index fd6ca8e2..dba84b83 100644 --- a/src/_data/sources/vacancies/quarterly_vacancies.csv +++ b/src/_data/sources/vacancies/quarterly_vacancies.csv @@ -92,4 +92,4 @@ row,code,value,date,quarter_label,quarter_axis_label 90,AP2Y,929.0,2023-10-01,Sep-Nov 2023,Sep-Nov\n2023 91,AP2Y,919.0,2024-01-01,Dec-Feb 2024,Dec-Feb\n2024 92,AP2Y,875.0,2024-04-01,Mar-May 2024,Mar-May\n2024 -93,AP2Y,841.0,2024-07-01,Jun-Aug 2024,Jun-Aug\n2024 +93,AP2Y,840.0,2024-07-01,Jun-Aug 2024,Jun-Aug\n2024 diff --git a/src/areas/maps/employment/_data/view/claimants_16_24.csv b/src/areas/maps/employment/_data/view/claimants_16_24.csv index 941e1371..9f5b3787 100644 --- a/src/areas/maps/employment/_data/view/claimants_16_24.csv +++ b/src/areas/maps/employment/_data/view/claimants_16_24.csv @@ -1,534 +1,534 @@ geography_code,Claimants percentage -E14000530,3.3776761588027435 -E14000531,4.61403251794346 -E14000532,2.172636523781562 -E14000533,3.789267815670456 +E14000530,3.53356890459364 +E14000531,4.906986963527171 +E14000532,2.055196711685261 +E14000533,4.094853929837428 E14000534,2.0010672358591246 E14000535,6.112104949314252 -E14000536,4.2461005199306765 -E14000537,7.07145895363675 -E14000538,3.5114232376211216 -E14000539,2.818539727988547 -E14000540,7.488329875518672 -E14000541,4.845866417561887 -E14000542,4.731514084507042 -E14000543,4.620838080769718 -E14000544,4.835905237991741 -E14000545,4.036326942482341 -E14000546,4.836505099358638 -E14000547,0.8112724167378309 -E14000548,6.46356897486892 +E14000536,4.462738301559792 +E14000537,7.177796682262867 +E14000538,3.600320028446973 +E14000539,2.952755905511811 +E14000540,7.520746887966805 +E14000541,4.962634283045306 +E14000542,4.566461267605634 +E14000543,4.557538928978352 +E14000544,5.161921321451858 +E14000545,4.311531052197046 +E14000546,4.941646514562086 +E14000547,0.8753202391118702 +E14000548,6.327969625745797 E14000549,3.5360029390154297 -E14000550,2.408299370137088 -E14000551,2.573340195573855 -E14000552,5.387052965142599 -E14000553,3.751258811681772 -E14000554,3.002472624514306 -E14000555,5.10627154890237 -E14000556,3.4285001870091008 -E14000557,3.278688524590164 -E14000558,4.379070289692343 -E14000559,8.243257997597992 -E14000560,5.120863388579925 -E14000561,12.430939226519335 -E14000562,9.782940996637114 -E14000563,10.789083985614557 +E14000550,2.4700506360380388 +E14000551,2.7020072053525475 +E14000552,5.568130375735627 +E14000553,3.600201409869084 +E14000554,3.0907806428823736 +E14000555,5.368131628333261 +E14000556,3.3661638199725723 +E14000557,3.400121432908318 +E14000558,4.772063777228834 +E14000559,8.407031335298614 +E14000560,5.203457959363471 +E14000561,12.89134438305709 +E14000562,9.844084377866096 +E14000563,10.97419081870108 E14000564,7.870054846980171 -E14000565,9.536411753969702 +E14000565,9.810184340208068 E14000566,11.57171057109795 -E14000567,3.8946660867502274 -E14000568,10.403692578210858 -E14000569,5.03030303030303 -E14000570,6.676669167291823 +E14000567,4.072594994266735 +E14000568,10.513590739248295 +E14000569,5.151515151515151 +E14000570,6.864216054013503 E14000571,8.12457684495599 -E14000572,6.394389438943894 -E14000573,8.081965126638666 -E14000574,4.411764705882353 -E14000575,6.22568093385214 -E14000576,4.700419073507758 +E14000572,6.188118811881188 +E14000573,8.209240168003054 +E14000574,4.3449197860962565 +E14000575,6.2905317769131 +E14000576,4.813682183712765 E14000577,5.090311986863712 -E14000578,7.023575638506877 -E14000579,7.384408827725099 -E14000580,4.949918471931051 -E14000581,7.6669754039312545 -E14000582,5.054897271442548 -E14000583,3.5437430786267994 -E14000584,3.339404978749241 -E14000585,2.498994657321767 -E14000586,2.94415309596099 -E14000587,11.43048128342246 -E14000588,9.462287325993996 -E14000589,8.671465968586388 -E14000590,3.877686682916021 -E14000591,8.100683933176365 -E14000592,4.975124378109453 -E14000593,5.092221331194867 -E14000594,2.2577283779089963 -E14000595,3.384962560262591 -E14000596,4.131093362709997 -E14000597,3.3580434644871064 -E14000598,2.255255726388453 -E14000599,3.9872408293460926 -E14000600,3.137083242139053 -E14000601,4.789272030651341 -E14000602,1.5195116047656183 -E14000603,2.590354015048723 -E14000604,4.467564259485924 -E14000605,3.476881786019275 +E14000578,7.072691552062868 +E14000579,7.21658135436771 +E14000580,5.0081528068949455 +E14000581,7.718431614695893 +E14000582,5.1636047396456135 +E14000583,3.599114064230343 +E14000584,3.2526671870934165 +E14000585,2.527718733842707 +E14000586,2.99015548808538 +E14000587,11.296791443850267 +E14000588,9.50777909198435 +E14000589,9.107766143106458 +E14000590,3.766895634832706 +E14000591,8.184774077811415 +E14000592,5.010160465279237 +E14000593,5.132317562149158 +E14000594,2.315618849137432 +E14000595,3.692686429377372 +E14000596,4.199944918755164 +E14000597,3.4530824304631564 +E14000598,2.2160338876686536 +E14000599,3.6771220981747295 +E14000600,3.2100386663748446 +E14000601,4.876349703935911 +E14000602,1.5732996261732513 +E14000603,2.9604045886271124 +E14000604,4.651162790697675 +E14000605,3.537879712089789 E14000606,3.644389693049995 -E14000607,3.1331340981394007 -E14000608,1.889297385620915 -E14000609,7.961597002692892 -E14000610,4.4179792547061085 -E14000611,6.788631918076171 +E14000607,3.229538224235997 +E14000608,1.9914215686274508 +E14000609,7.903055848261328 +E14000610,4.225893200153669 +E14000611,6.961224254976413 E14000612,5.568047970874826 E14000613,2.8065835791076013 -E14000614,4.313682114810309 -E14000615,8.393181621528079 -E14000616,2.8525673105795213 -E14000617,1.210424783447441 -E14000618,4.909808944391076 -E14000619,2.139969881905366 -E14000620,2.635126853781101 +E14000614,4.534896582236478 +E14000615,8.609500735484987 +E14000616,2.952657391652487 +E14000617,1.286076332412906 +E14000618,4.856441455865087 +E14000619,2.1795989537925022 +E14000620,2.573844833925726 E14000621,4.327385404423549 -E14000622,3.016773259321829 -E14000623,2.597757724911129 -E14000624,2.310640216411181 -E14000625,2.755250571844458 -E14000626,5.083701345383589 -E14000627,2.5028156676260798 -E14000628,3.518782691393248 -E14000629,2.316052022091573 +E14000622,3.2581151200675755 +E14000623,2.7344818156959256 +E14000624,2.254283137962128 +E14000625,2.703264711998336 +E14000626,5.237752901304303 +E14000627,2.3776748842447755 +E14000628,3.613884926295768 +E14000629,2.4051309460181725 E14000630,2.7145288064176323 -E14000631,1.924310455420141 +E14000631,1.9884541372674795 E14000632,5.095390449105344 -E14000633,2.619833106928003 -E14000634,5.419892793329362 -E14000635,3.427218344965105 -E14000636,3.342749529190207 -E14000637,4.047254430102822 -E14000638,2.531451365449524 +E14000633,2.716863962740152 +E14000634,5.717689100655152 +E14000635,3.489531405782652 +E14000636,3.2015065913371 +E14000637,3.992561802669 +E14000638,2.7615833077631176 E14000639,1.8673110720562391 -E14000640,3.455515702913132 -E14000641,1.3858813339107838 -E14000642,6.0883841838828845 +E14000640,3.5867378182136296 +E14000641,1.40753572975314 +E14000642,6.3620194281023394 E14000643,4.821475110763617 -E14000644,3.8668564004207138 -E14000645,4.7861824992196444 -E14000646,2.6174584478471408 -E14000647,3.4696032584100167 -E14000648,3.8660926104911697 -E14000649,6.7130102910107 -E14000650,4.882887006942855 -E14000651,2.31589373106502 -E14000652,5.00340036918294 -E14000653,4.222972972972973 +E14000644,3.928726102827445 +E14000645,4.942253667672459 +E14000646,2.813767831435676 +E14000647,3.7713078895761054 +E14000648,3.953958351638697 +E14000649,6.678934096640088 +E14000650,4.768444342717632 +E14000651,2.388720577953857 +E14000652,5.14913047702322 +E14000653,4.363738738738738 E14000654,7.064702334797966 -E14000655,8.819355274717848 -E14000656,4.892555640828856 -E14000657,6.529382219989954 -E14000658,6.017761159149334 +E14000655,9.02209907413665 +E14000656,4.940521872601689 +E14000657,6.864222333835593 +E14000658,5.900911427903716 E14000659,4.122831959056014 -E14000660,3.0327306019684137 -E14000661,5.896958410924891 -E14000662,4.332442775651671 -E14000663,7.393913416202315 -E14000664,2.023346303501945 -E14000665,2.3319253783878917 -E14000666,5.959425190194421 -E14000667,5.126182965299685 -E14000668,7.074351913398538 -E14000669,6.455462731908431 -E14000670,5.4629731817680165 -E14000671,7.99493845622915 -E14000672,5.872695125031573 -E14000673,7.429258166721294 -E14000674,5.763688760806916 -E14000675,7.662835249042145 -E14000676,6.726951918835465 -E14000677,7.266121707538602 -E14000678,2.1749084249084247 -E14000679,5.936675461741425 -E14000680,1.934342876091522 -E14000681,2.5385970365765207 -E14000682,3.4857615502776795 -E14000683,3.9512890270760463 -E14000684,4.764683002722676 -E14000685,3.1237604125347085 -E14000686,2.998213830058688 -E14000687,7.844602166604409 -E14000688,4.213836477987421 -E14000689,2.577024395830948 -E14000690,5.3745567375886525 -E14000691,6.400568939461286 -E14000692,3.6051026067665006 +E14000660,3.147173266193637 +E14000661,6.269397889509622 +E14000662,4.440753845042964 +E14000663,7.251035862266038 +E14000664,2.178988326848249 +E14000665,2.50791974656811 +E14000666,6.001690617075233 +E14000667,5.40784136998648 +E14000668,7.169309657202545 +E14000669,6.835195833785397 +E14000670,5.628517823639775 +E14000671,7.822385827677442 +E14000672,6.125284162667341 +E14000673,7.757019556429586 +E14000674,5.724744917828492 +E14000675,7.796489352223112 +E14000676,7.1129245699161885 +E14000677,7.785130400934216 +E14000678,1.945970695970696 +E14000679,6.147757255936676 +E14000680,2.044876754725323 +E14000681,2.6940213449383483 +E14000682,3.5448422545196743 +E14000683,3.88651379712398 +E14000684,4.959159859976663 +E14000685,3.17334391114637 +E14000686,3.0620056136769587 +E14000687,7.657825924542398 +E14000688,4.465408805031446 +E14000689,2.6915588134234336 +E14000690,5.651595744680852 +E14000691,6.356120544048361 +E14000692,3.7160288408208544 E14000693,3.5414623515310018 -E14000694,1.7976872995821591 -E14000695,4.984877338411561 -E14000696,6.040375139087585 -E14000697,2.5943141282023565 -E14000698,1.6205185659411012 -E14000699,2.4969481744534456 -E14000700,3.765403925148334 -E14000701,5.751310425160163 +E14000694,1.89485958604606 +E14000695,5.152906911616444 +E14000696,6.358289620092195 +E14000697,2.5402659171981408 +E14000698,1.7005441741357237 +E14000699,2.4414604372433693 +E14000700,3.879507074395253 +E14000701,5.824111822947001 E14000702,1.944174420219414 E14000703,3.62116991643454 -E14000704,4.641307637978005 -E14000705,3.073420603301081 -E14000706,3.794202458643193 -E14000707,4.215747055176689 +E14000704,4.843103622237917 +E14000705,3.187250996015936 +E14000706,3.870086507816057 +E14000707,4.525728456292622 E14000708,5.90318772136954 E14000709,5.160795018340016 -E14000710,4.535938590369853 -E14000711,4.355001375263592 -E14000712,4.576571032997462 -E14000713,3.641660597232338 -E14000714,3.847821374376761 -E14000715,5.707196029776675 -E14000716,7.731659109405883 -E14000717,5.915886845218888 -E14000718,6.257555286923132 -E14000719,1.222896383048775 -E14000720,7.285071325043862 -E14000721,6.24167192650256 -E14000722,5.403834979662987 -E14000723,7.300967261904762 -E14000724,2.292959266253035 -E14000725,6.105398457583547 +E14000710,4.826703884624331 +E14000711,4.492527734482443 +E14000712,4.691946773325128 +E14000713,3.5376131515971285 +E14000714,3.9020160416215046 +E14000715,5.905707196029777 +E14000716,7.382862457853738 +E14000717,5.969667634720878 +E14000718,6.364218161132048 +E14000719,1.316965335590988 +E14000720,7.36135479441605 +E14000721,6.381934216985763 +E14000722,5.7524694944799535 +E14000723,7.859002976190476 +E14000724,2.495279201510656 +E14000725,6.373179091688089 E14000726,4.516358463726885 -E14000727,3.948967193195626 -E14000728,2.8782155063860406 -E14000729,5.65133006050919 -E14000730,2.396460612019172 +E14000727,4.100850546780073 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-E14001058,4.111175448755066 -E14001059,7.891449982968093 -E14001060,2.987622705932565 -E14001061,1.3896609227348526 -E14001062,1.336790083448108 +E14001053,3.970588235294117 +E14001054,7.188498402555911 +E14001055,4.799780581459133 +E14001056,3.6071273359408953 +E14001057,2.833794648741268 +E14001058,4.284887087434859 +E14001059,8.34563415464971 +E14001060,3.254374733247973 +E14001061,1.3255227263009364 +E14001062,1.3772988738556269 diff --git a/src/areas/maps/employment/_data/view/claimants_16_plus.csv b/src/areas/maps/employment/_data/view/claimants_16_plus.csv index aee6e74f..c114bd1d 100644 --- a/src/areas/maps/employment/_data/view/claimants_16_plus.csv +++ b/src/areas/maps/employment/_data/view/claimants_16_plus.csv @@ -1,534 +1,534 @@ geography_code,Claimants percentage -E14000530,2.6958339271293523 -E14000531,2.4035450331955404 -E14000532,1.62878599492714 -E14000533,2.2928011255569163 -E14000534,1.5049481759091174 -E14000535,3.083956585187888 +E14000530,2.719585767897012 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+E14001016,7.363770250368189 +E14001017,2.406692898345876 +E14001018,1.8811383074129973 +E14001019,2.2367696829876684 +E14001020,3.324017615176152 +E14001021,3.9821299959291454 +E14001022,2.569473057730165 +E14001023,1.6745102331180914 +E14001024,2.4116407263294426 +E14001025,3.2378799020952926 +E14001026,2.0357714119528865 +E14001027,2.4627976965291736 +E14001028,3.1324787931185707 +E14001029,6.3479495440397535 E14001030,6.11405764491589 -E14001031,1.5727901414922068 -E14001032,7.30198917393569 -E14001033,2.5085885173376834 -E14001034,1.952898817732953 -E14001035,1.83803457688808 -E14001036,3.62570598820532 -E14001037,0.988210104448318 -E14001038,2.5819512406356906 -E14001039,3.426715669278598 -E14001040,2.511068943706515 -E14001041,1.6749216375948124 -E14001042,2.015801092134309 -E14001043,1.459769735756936 -E14001044,1.4495772789611652 -E14001045,2.009211058488917 +E14001031,1.6316961393009035 +E14001032,7.536048420594577 +E14001033,2.47769457007983 +E14001034,1.9739543305926075 +E14001035,1.8441006976038825 +E14001036,3.630160172466015 +E14001037,0.960759823769198 +E14001038,2.5657125535876677 +E14001039,3.3515937406097587 +E14001040,2.536369386464264 +E14001041,1.6629579116119926 +E14001042,2.039037992331823 +E14001043,1.4185333025434632 +E14001044,1.4408971754943318 +E14001045,1.9831174083786711 E14001046,1.3821245228379624 -E14001047,2.29625918503674 -E14001048,1.623769787974196 -E14001049,6.600383157835857 -E14001050,6.651376146788992 -E14001051,6.1387268753741004 -E14001052,3.4070926143024622 -E14001053,2.092680136099485 -E14001054,4.5326645461218495 -E14001055,2.188508255836022 -E14001056,3.9647169134244735 -E14001057,1.5504982354162342 -E14001058,2.459730862458059 -E14001059,4.118104118104118 -E14001060,1.883915931612763 -E14001061,1.8439730924149864 -E14001062,0.9786904014477232 +E14001047,2.278366256322168 +E14001048,1.6843171360003524 +E14001049,6.523471913411923 +E14001050,6.624392876416621 +E14001051,6.103926836398057 +E14001052,3.394880812817507 +E14001053,2.18301165276565 +E14001054,4.520430633716662 +E14001055,2.200370089200987 +E14001056,4.0457476240638055 +E14001057,1.537523354785136 +E14001058,2.4836117446178463 +E14001059,4.1479887633733785 +E14001060,1.9383643689426115 +E14001061,1.807917752619163 +E14001062,1.0033115436225086 diff --git a/src/dashboard/labour-market/_data/latest.json b/src/dashboard/labour-market/_data/latest.json index b5cca55a..2f3a80cc 100644 --- a/src/dashboard/labour-market/_data/latest.json +++ b/src/dashboard/labour-market/_data/latest.json @@ -1,13 +1,13 @@ { - "unemployment_rate_all_working_age":4.1, + "unemployment_rate_all_working_age":4.4, "economic_inactivity_rate_all_working_age":21.8, - "unemployment_rate_young_people":13.6, + "unemployment_rate_young_people":14.8, "economic_inactivity_rate_young_people":41.2, - "unemployment_rate_not_in_full_time_education":12.6, - "economic_inactivity_rate_not_in_full_time_education":19.8, - "long_term_unemployment_rate_6_to_12_months":13.5, - "long_term_unemployment_rate_over_12_months":95.0, - "most_recent_lms_period":"Jun-Aug 2024", - "last_update":"2024-10-15T00:00:00.000", - "next_update":"2024-12-11 00:00:00" + "unemployment_rate_not_in_full_time_education":13.6, + "economic_inactivity_rate_not_in_full_time_education":20.3, + "long_term_unemployment_rate_6_to_12_months":13.9, + "long_term_unemployment_rate_over_12_months":105.0, + "most_recent_lms_period":"Jul-Sep 2024", + "last_update":"2024-12-11T00:00:00.000", + "next_update":"2024-12-17 00:00:00" } \ No newline at end of file diff --git a/src/dashboard/vacancies/_data/latest.json b/src/dashboard/vacancies/_data/latest.json index 83977333..e55c75bb 100644 --- a/src/dashboard/vacancies/_data/latest.json +++ b/src/dashboard/vacancies/_data/latest.json @@ -1,4 +1,4 @@ { - "last_monthly_date":"Jul-Sep 2024", + "last_monthly_date":"Aug-Oct 2024", "last_quarterly_date":"Jun-Aug 2024" } \ No newline at end of file diff --git a/working/output/labour-market-prepare.ipynb b/working/output/labour-market-prepare.ipynb index 5dfa6a71..37ab4f17 100644 --- a/working/output/labour-market-prepare.ipynb +++ b/working/output/labour-market-prepare.ipynb @@ -3,19 +3,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "fbc073d7", + "id": "25ca9eaa", "metadata": { "execution": { - "iopub.execute_input": "2024-10-16T06:48:23.214173Z", - "iopub.status.busy": "2024-10-16T06:48:23.213909Z", - "iopub.status.idle": "2024-10-16T06:48:23.538798Z", - "shell.execute_reply": "2024-10-16T06:48:23.538180Z" + "iopub.execute_input": "2024-11-12T09:02:08.966206Z", + "iopub.status.busy": "2024-11-12T09:02:08.965966Z", + "iopub.status.idle": "2024-11-12T09:02:09.267369Z", + "shell.execute_reply": "2024-11-12T09:02:09.266761Z" }, "papermill": { - "duration": 0.331007, - "end_time": "2024-10-16T06:48:23.540450", + "duration": 0.30718, + "end_time": "2024-11-12T09:02:09.269015", "exception": false, - "start_time": "2024-10-16T06:48:23.209443", + "start_time": "2024-11-12T09:02:08.961835", "status": "completed" }, "tags": [] @@ -33,19 +33,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "5a2230c0", + "id": "c8473f83", "metadata": { "execution": { - "iopub.execute_input": "2024-10-16T06:48:23.546165Z", - "iopub.status.busy": "2024-10-16T06:48:23.545414Z", - "iopub.status.idle": "2024-10-16T06:48:23.552511Z", - "shell.execute_reply": "2024-10-16T06:48:23.551858Z" + "iopub.execute_input": "2024-11-12T09:02:09.274340Z", + "iopub.status.busy": "2024-11-12T09:02:09.273803Z", + "iopub.status.idle": "2024-11-12T09:02:09.280206Z", + "shell.execute_reply": "2024-11-12T09:02:09.279705Z" }, "papermill": { - "duration": 0.011262, - "end_time": "2024-10-16T06:48:23.553878", + "duration": 0.010278, + "end_time": "2024-11-12T09:02:09.281497", "exception": false, - "start_time": "2024-10-16T06:48:23.542616", + "start_time": "2024-11-12T09:02:09.271219", "status": "completed" }, "tags": [] @@ -58,13 +58,13 @@ }, { "cell_type": "markdown", - "id": "5ed9ec48", + "id": "5917ce62", "metadata": { "papermill": { - "duration": 0.001785, - "end_time": "2024-10-16T06:48:23.557552", + "duration": 0.001772, + "end_time": "2024-11-12T09:02:09.285103", "exception": false, - "start_time": "2024-10-16T06:48:23.555767", + "start_time": "2024-11-12T09:02:09.283331", "status": "completed" }, "tags": [] @@ -76,19 +76,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "8e3f6fea", + "id": "ba0e524c", "metadata": { "execution": { - "iopub.execute_input": "2024-10-16T06:48:23.562378Z", - "iopub.status.busy": "2024-10-16T06:48:23.561948Z", - "iopub.status.idle": "2024-10-16T06:48:23.575328Z", - "shell.execute_reply": "2024-10-16T06:48:23.574742Z" + "iopub.execute_input": "2024-11-12T09:02:09.289729Z", + "iopub.status.busy": "2024-11-12T09:02:09.289416Z", + "iopub.status.idle": "2024-11-12T09:02:09.302259Z", + "shell.execute_reply": "2024-11-12T09:02:09.301591Z" }, "papermill": { - "duration": 0.017479, - "end_time": "2024-10-16T06:48:23.576879", + "duration": 0.016713, + "end_time": "2024-11-12T09:02:09.303724", "exception": false, - "start_time": "2024-10-16T06:48:23.559400", + "start_time": "2024-11-12T09:02:09.287011", "status": "completed" }, "tags": [] @@ -103,13 +103,13 @@ }, { "cell_type": "markdown", - "id": "4716e8e8", + "id": "78475f3e", "metadata": { "papermill": { - "duration": 0.003261, - "end_time": "2024-10-16T06:48:23.582196", + "duration": 0.001809, + "end_time": "2024-11-12T09:02:09.307366", "exception": false, - "start_time": "2024-10-16T06:48:23.578935", + "start_time": "2024-11-12T09:02:09.305557", "status": "completed" }, "tags": [] @@ -121,19 +121,19 @@ { "cell_type": "code", "execution_count": 4, - "id": "a0115c22", + "id": "040417e0", "metadata": { "execution": { - "iopub.execute_input": "2024-10-16T06:48:23.587432Z", - "iopub.status.busy": "2024-10-16T06:48:23.586902Z", - "iopub.status.idle": "2024-10-16T06:48:23.634902Z", - "shell.execute_reply": "2024-10-16T06:48:23.634203Z" + "iopub.execute_input": "2024-11-12T09:02:09.312058Z", + "iopub.status.busy": "2024-11-12T09:02:09.311598Z", + "iopub.status.idle": "2024-11-12T09:02:09.358039Z", + "shell.execute_reply": "2024-11-12T09:02:09.357426Z" }, "papermill": { - "duration": 0.052206, - "end_time": "2024-10-16T06:48:23.636438", + "duration": 0.050196, + "end_time": "2024-11-12T09:02:09.359378", "exception": false, - "start_time": "2024-10-16T06:48:23.584232", + "start_time": "2024-11-12T09:02:09.309182", "status": "completed" }, "tags": [] @@ -209,124 +209,124 @@ " \n", " \n", " \n", - " 2000-01-01\n", - " 249.0\n", - " 2765.0\n", - " 3013.0\n", - " 1632.0\n", - " 1381.0\n", - " 920.0\n", - " 79.0\n", - " 329.0\n", - " 408.0\n", - " 243.0\n", + " 2000-02-01\n", + " 251.0\n", + " 2756.0\n", + " 3006.0\n", + " 1638.0\n", + " 1369.0\n", + " 925.0\n", + " 78.0\n", + " 335.0\n", + " 413.0\n", + " 241.0\n", " ...\n", - " 2017.0\n", - " 1966.0\n", + " 2025.0\n", + " 1959.0\n", " 5.9\n", - " 23.3\n", - " 3933.0\n", - " 570.0\n", - " 1756.0\n", - " 12.7\n", - " Dec-Feb 2000\n", - " Dec-Feb\\n2000\n", + " 23.2\n", + " 3931.0\n", + " 581.0\n", + " 1748.0\n", + " 12.9\n", + " Jan-Mar 2000\n", + " Jan-Mar\\n2000\n", " \n", " \n", - " 2000-04-01\n", - " 246.0\n", - " 2748.0\n", - " 2994.0\n", - " 1625.0\n", - " 1369.0\n", - " 946.0\n", - " 85.0\n", - " 337.0\n", - " 422.0\n", - " 255.0\n", + " 2000-05-01\n", + " 242.0\n", + " 2723.0\n", + " 2965.0\n", + " 1612.0\n", + " 1353.0\n", + " 955.0\n", + " 76.0\n", + " 330.0\n", + " 406.0\n", + " 249.0\n", " ...\n", - " 2031.0\n", - " 1942.0\n", - " 5.7\n", - " 23.2\n", - " 3940.0\n", - " 579.0\n", - " 1744.0\n", - " 12.8\n", - " Mar-May 2000\n", - " Mar-May\\n2000\n", + " 2016.0\n", + " 1918.0\n", + " 5.6\n", + " 23.3\n", + " 3921.0\n", + " 552.0\n", + " 1792.0\n", + " 12.3\n", + " Apr-Jun 2000\n", + " Apr-Jun\\n2000\n", " \n", " \n", - " 2000-07-01\n", - " 240.0\n", - " 2750.0\n", + " 2000-08-01\n", + " 234.0\n", + " 2755.0\n", " 2989.0\n", - " 1627.0\n", - " 1362.0\n", - " 951.0\n", - " 77.0\n", + " 1626.0\n", + " 1363.0\n", + " 956.0\n", + " 85.0\n", " 316.0\n", - " 393.0\n", - " 230.0\n", + " 401.0\n", + " 231.0\n", " ...\n", - " 2011.0\n", - " 1934.0\n", - " 5.3\n", - " 23.3\n", - " 3941.0\n", - " 534.0\n", - " 1801.0\n", - " 11.9\n", - " Jun-Aug 2000\n", - " Jun-Aug\\n2000\n", + " 2023.0\n", + " 1933.0\n", + " 5.4\n", + " 23.2\n", + " 3945.0\n", + " 545.0\n", + " 1795.0\n", + " 12.1\n", + " Jul-Sep 2000\n", + " Jul-Sep\\n2000\n", " \n", " \n", - " 2000-10-01\n", - " 226.0\n", - " 2749.0\n", - " 2976.0\n", - " 1614.0\n", - " 1361.0\n", - " 934.0\n", - " 85.0\n", - " 317.0\n", - " 402.0\n", - " 237.0\n", + " 2000-11-01\n", + " 233.0\n", + " 2744.0\n", + " 2977.0\n", + " 1625.0\n", + " 1352.0\n", + " 927.0\n", + " 77.0\n", + " 318.0\n", + " 395.0\n", + " 236.0\n", " ...\n", " 2013.0\n", - " 1939.0\n", + " 1933.0\n", " 5.3\n", " 23.5\n", - " 3910.0\n", - " 553.0\n", - " 1842.0\n", - " 12.4\n", - " Sep-Nov 2000\n", - " Sep-Nov\\n2000\n", + " 3903.0\n", + " 548.0\n", + " 1863.0\n", + " 12.3\n", + " Oct-Dec 2000\n", + " Oct-Dec\\n2000\n", " \n", " \n", - " 2001-01-01\n", - " 241.0\n", - " 2735.0\n", - " 2976.0\n", - " 1622.0\n", - " 1354.0\n", - " 952.0\n", - " 82.0\n", - " 324.0\n", - " 406.0\n", - " 251.0\n", + " 2001-02-01\n", + " 245.0\n", + " 2744.0\n", + " 2989.0\n", + " 1628.0\n", + " 1361.0\n", + " 953.0\n", + " 80.0\n", + " 322.0\n", + " 402.0\n", + " 248.0\n", " ...\n", - " 2030.0\n", - " 1928.0\n", - " 5.2\n", - " 23.3\n", - " 3928.0\n", - " 550.0\n", - " 1856.0\n", - " 12.3\n", - " Dec-Feb 2001\n", - " Dec-Feb\\n2001\n", + " 2035.0\n", + " 1936.0\n", + " 5.1\n", + " 23.4\n", + " 3942.0\n", + " 536.0\n", + " 1866.0\n", + " 12.0\n", + " Jan-Mar 2001\n", + " Jan-Mar\\n2001\n", " \n", " \n", " ...\n", @@ -353,124 +353,124 @@ " ...\n", " \n", " \n", - " 2023-07-01\n", - " 76.0\n", - " 2554.0\n", - " 2629.0\n", - " 1385.0\n", - " 1245.0\n", - " 991.0\n", + " 2023-08-01\n", + " 83.0\n", + " 2551.0\n", + " 2635.0\n", + " 1382.0\n", + " 1253.0\n", + " 1007.0\n", " 15.0\n", - " 346.0\n", - " 361.0\n", - " 249.0\n", + " 310.0\n", + " 325.0\n", + " 226.0\n", " ...\n", - " 1949.0\n", - " 1773.0\n", - " 4.3\n", + " 1928.0\n", + " 1770.0\n", + " 4.2\n", " 21.9\n", - " 3620.0\n", - " 536.0\n", - " 2928.0\n", - " 12.9\n", - " Jun-Aug 2023\n", - " Jun-Aug\\n2023\n", + " 3641.0\n", + " 499.0\n", + " 2952.0\n", + " 12.1\n", + " Jul-Sep 2023\n", + " Jul-Sep\\n2023\n", " \n", " \n", - " 2023-10-01\n", - " 104.0\n", - " 2621.0\n", - " 2724.0\n", - " 1441.0\n", - " 1283.0\n", - " 948.0\n", - " 15.0\n", - " 327.0\n", - " 342.0\n", - " 232.0\n", + " 2023-11-01\n", + " 98.0\n", + " 2651.0\n", + " 2749.0\n", + " 1461.0\n", + " 1288.0\n", + " 930.0\n", + " 18.0\n", + " 296.0\n", + " 314.0\n", + " 209.0\n", " ...\n", - " 2030.0\n", - " 1788.0\n", - " 4.0\n", + " 2015.0\n", + " 1780.0\n", + " 3.9\n", " 21.9\n", - " 3672.0\n", - " 522.0\n", - " 2913.0\n", - " 12.4\n", - " Sep-Nov 2023\n", - " Sep-Nov\\n2023\n", + " 3678.0\n", + " 481.0\n", + " 2956.0\n", + " 11.6\n", + " Oct-Dec 2023\n", + " Oct-Dec\\n2023\n", " \n", " \n", - " 2024-01-01\n", - " 84.0\n", - " 2581.0\n", - " 2664.0\n", - " 1393.0\n", - " 1271.0\n", - " 894.0\n", - " 33.0\n", - " 307.0\n", - " 340.0\n", - " 219.0\n", + " 2024-02-01\n", + " 79.0\n", + " 2637.0\n", + " 2716.0\n", + " 1409.0\n", + " 1306.0\n", + " 884.0\n", + " 31.0\n", + " 323.0\n", + " 353.0\n", + " 228.0\n", " ...\n", - " 2007.0\n", - " 1758.0\n", - " 4.3\n", - " 22.2\n", - " 3558.0\n", - " 522.0\n", - " 3050.0\n", - " 12.8\n", - " Dec-Feb 2024\n", - " Dec-Feb\\n2024\n", + " 2025.0\n", + " 1816.0\n", + " 4.4\n", + " 22.1\n", + " 3600.0\n", + " 540.0\n", + " 2998.0\n", + " 13.0\n", + " Jan-Mar 2024\n", + " Jan-Mar\\n2024\n", " \n", " \n", - " 2024-04-01\n", - " 71.0\n", - " 2587.0\n", - " 2658.0\n", - " 1385.0\n", - " 1273.0\n", - " 979.0\n", - " 36.0\n", - " 343.0\n", - " 378.0\n", - " 253.0\n", + " 2024-05-01\n", + " 91.0\n", + " 2578.0\n", + " 2669.0\n", + " 1411.0\n", + " 1258.0\n", + " 946.0\n", + " 32.0\n", + " 330.0\n", + " 362.0\n", + " 231.0\n", " ...\n", - " 2008.0\n", - " 1767.0\n", - " 4.5\n", - " 22.1\n", - " 3637.0\n", - " 586.0\n", - " 2929.0\n", - " 13.9\n", - " Mar-May 2024\n", - " Mar-May\\n2024\n", + " 2005.0\n", + " 1754.0\n", + " 4.2\n", + " 22.2\n", + " 3615.0\n", + " 559.0\n", + " 2986.0\n", + " 13.4\n", + " Apr-Jun 2024\n", + " Apr-Jun\\n2024\n", " \n", " \n", - " 2024-07-01\n", - " 92.0\n", - " 2616.0\n", - " 2708.0\n", - " 1420.0\n", - " 1288.0\n", - " 938.0\n", - " 26.0\n", - " 365.0\n", - " 391.0\n", - " 249.0\n", + " 2024-08-01\n", + " 84.0\n", + " 2594.0\n", + " 2678.0\n", + " 1395.0\n", + " 1283.0\n", + " 918.0\n", + " 39.0\n", + " 383.0\n", + " 422.0\n", + " 273.0\n", " ...\n", - " 2054.0\n", - " 1812.0\n", - " 4.1\n", + " 2076.0\n", + " 1813.0\n", + " 4.4\n", " 21.8\n", - " 3646.0\n", - " 576.0\n", - " 2954.0\n", - " 13.6\n", - " Jun-Aug 2024\n", - " Jun-Aug\\n2024\n", + " 3595.0\n", + " 627.0\n", + " 2962.0\n", + " 14.8\n", + " Jul-Sep 2024\n", + " Jul-Sep\\n2024\n", " \n", " \n", "\n", @@ -480,227 +480,227 @@ "text/plain": [ "variable age_16_to_17_not_in_ft_education_in_employment_sa \\\n", "lms_period \n", - "2000-01-01 249.0 \n", - "2000-04-01 246.0 \n", - "2000-07-01 240.0 \n", - "2000-10-01 226.0 \n", - "2001-01-01 241.0 \n", + "2000-02-01 251.0 \n", + "2000-05-01 242.0 \n", + "2000-08-01 234.0 \n", + "2000-11-01 233.0 \n", + "2001-02-01 245.0 \n", "... ... \n", - "2023-07-01 76.0 \n", - "2023-10-01 104.0 \n", - "2024-01-01 84.0 \n", - "2024-04-01 71.0 \n", - "2024-07-01 92.0 \n", + "2023-08-01 83.0 \n", + "2023-11-01 98.0 \n", + "2024-02-01 79.0 \n", + "2024-05-01 91.0 \n", + "2024-08-01 84.0 \n", "\n", "variable age_18_to_24_not_in_ft_education_in_employment_sa \\\n", "lms_period \n", - "2000-01-01 2765.0 \n", - "2000-04-01 2748.0 \n", - "2000-07-01 2750.0 \n", - "2000-10-01 2749.0 \n", - "2001-01-01 2735.0 \n", + "2000-02-01 2756.0 \n", + "2000-05-01 2723.0 \n", + "2000-08-01 2755.0 \n", + "2000-11-01 2744.0 \n", + "2001-02-01 2744.0 \n", "... ... \n", - "2023-07-01 2554.0 \n", - "2023-10-01 2621.0 \n", - "2024-01-01 2581.0 \n", - "2024-04-01 2587.0 \n", - "2024-07-01 2616.0 \n", + "2023-08-01 2551.0 \n", + "2023-11-01 2651.0 \n", + "2024-02-01 2637.0 \n", + "2024-05-01 2578.0 \n", + "2024-08-01 2594.0 \n", "\n", "variable age_16_to_24_not_in_ft_education_in_employment_sa \\\n", "lms_period \n", - "2000-01-01 3013.0 \n", - "2000-04-01 2994.0 \n", - "2000-07-01 2989.0 \n", - "2000-10-01 2976.0 \n", - "2001-01-01 2976.0 \n", + "2000-02-01 3006.0 \n", + "2000-05-01 2965.0 \n", + "2000-08-01 2989.0 \n", + "2000-11-01 2977.0 \n", + "2001-02-01 2989.0 \n", "... ... \n", - "2023-07-01 2629.0 \n", - "2023-10-01 2724.0 \n", - "2024-01-01 2664.0 \n", - "2024-04-01 2658.0 \n", - "2024-07-01 2708.0 \n", + "2023-08-01 2635.0 \n", + "2023-11-01 2749.0 \n", + "2024-02-01 2716.0 \n", + "2024-05-01 2669.0 \n", + "2024-08-01 2678.0 \n", "\n", "variable men_16_to_24_not_in_ft_education_in_employment_sa \\\n", "lms_period \n", - "2000-01-01 1632.0 \n", - "2000-04-01 1625.0 \n", - "2000-07-01 1627.0 \n", - "2000-10-01 1614.0 \n", - "2001-01-01 1622.0 \n", + "2000-02-01 1638.0 \n", + "2000-05-01 1612.0 \n", + "2000-08-01 1626.0 \n", + "2000-11-01 1625.0 \n", + "2001-02-01 1628.0 \n", "... ... \n", - "2023-07-01 1385.0 \n", - "2023-10-01 1441.0 \n", - "2024-01-01 1393.0 \n", - "2024-04-01 1385.0 \n", - "2024-07-01 1420.0 \n", + "2023-08-01 1382.0 \n", + "2023-11-01 1461.0 \n", + "2024-02-01 1409.0 \n", + "2024-05-01 1411.0 \n", + "2024-08-01 1395.0 \n", "\n", "variable women_16_to_24_not_in_ft_education_in_employment_sa \\\n", "lms_period \n", - "2000-01-01 1381.0 \n", - "2000-04-01 1369.0 \n", - "2000-07-01 1362.0 \n", - "2000-10-01 1361.0 \n", - "2001-01-01 1354.0 \n", + "2000-02-01 1369.0 \n", + "2000-05-01 1353.0 \n", + "2000-08-01 1363.0 \n", + "2000-11-01 1352.0 \n", + "2001-02-01 1361.0 \n", "... ... \n", - "2023-07-01 1245.0 \n", - "2023-10-01 1283.0 \n", - "2024-01-01 1271.0 \n", - "2024-04-01 1273.0 \n", - "2024-07-01 1288.0 \n", + "2023-08-01 1253.0 \n", + "2023-11-01 1288.0 \n", + "2024-02-01 1306.0 \n", + "2024-05-01 1258.0 \n", + "2024-08-01 1283.0 \n", "\n", "variable age_16_to_24_in_ft_education_in_employment_sa \\\n", "lms_period \n", - "2000-01-01 920.0 \n", - "2000-04-01 946.0 \n", - "2000-07-01 951.0 \n", - "2000-10-01 934.0 \n", - "2001-01-01 952.0 \n", + "2000-02-01 925.0 \n", + "2000-05-01 955.0 \n", + "2000-08-01 956.0 \n", + "2000-11-01 927.0 \n", + "2001-02-01 953.0 \n", "... ... \n", - "2023-07-01 991.0 \n", - "2023-10-01 948.0 \n", - "2024-01-01 894.0 \n", - "2024-04-01 979.0 \n", - "2024-07-01 938.0 \n", + "2023-08-01 1007.0 \n", + "2023-11-01 930.0 \n", + "2024-02-01 884.0 \n", + "2024-05-01 946.0 \n", + "2024-08-01 918.0 \n", "\n", "variable age_16_to_17_not_in_ft_education_unemployed_sa \\\n", "lms_period \n", - "2000-01-01 79.0 \n", - "2000-04-01 85.0 \n", - "2000-07-01 77.0 \n", - "2000-10-01 85.0 \n", - "2001-01-01 82.0 \n", + "2000-02-01 78.0 \n", + "2000-05-01 76.0 \n", + "2000-08-01 85.0 \n", + "2000-11-01 77.0 \n", + "2001-02-01 80.0 \n", "... ... \n", - "2023-07-01 15.0 \n", - "2023-10-01 15.0 \n", - "2024-01-01 33.0 \n", - "2024-04-01 36.0 \n", - "2024-07-01 26.0 \n", + "2023-08-01 15.0 \n", + "2023-11-01 18.0 \n", + "2024-02-01 31.0 \n", + "2024-05-01 32.0 \n", + "2024-08-01 39.0 \n", "\n", "variable age_18_to_24_not_in_ft_education_unemployed_sa \\\n", "lms_period \n", - "2000-01-01 329.0 \n", - "2000-04-01 337.0 \n", - "2000-07-01 316.0 \n", - "2000-10-01 317.0 \n", - "2001-01-01 324.0 \n", + "2000-02-01 335.0 \n", + "2000-05-01 330.0 \n", + "2000-08-01 316.0 \n", + "2000-11-01 318.0 \n", + "2001-02-01 322.0 \n", "... ... \n", - "2023-07-01 346.0 \n", - "2023-10-01 327.0 \n", - "2024-01-01 307.0 \n", - "2024-04-01 343.0 \n", - "2024-07-01 365.0 \n", + "2023-08-01 310.0 \n", + "2023-11-01 296.0 \n", + "2024-02-01 323.0 \n", + "2024-05-01 330.0 \n", + "2024-08-01 383.0 \n", "\n", "variable age_16_to_24_not_in_ft_education_unemployed_sa \\\n", "lms_period \n", - "2000-01-01 408.0 \n", - "2000-04-01 422.0 \n", - "2000-07-01 393.0 \n", - "2000-10-01 402.0 \n", - "2001-01-01 406.0 \n", + "2000-02-01 413.0 \n", + "2000-05-01 406.0 \n", + "2000-08-01 401.0 \n", + "2000-11-01 395.0 \n", + "2001-02-01 402.0 \n", "... ... \n", - "2023-07-01 361.0 \n", - "2023-10-01 342.0 \n", - "2024-01-01 340.0 \n", - "2024-04-01 378.0 \n", - "2024-07-01 391.0 \n", + "2023-08-01 325.0 \n", + "2023-11-01 314.0 \n", + "2024-02-01 353.0 \n", + "2024-05-01 362.0 \n", + "2024-08-01 422.0 \n", "\n", "variable men_16_to_24_not_in_ft_education_unemployed_sa ... \\\n", "lms_period ... \n", - "2000-01-01 243.0 ... \n", - "2000-04-01 255.0 ... \n", - "2000-07-01 230.0 ... \n", - "2000-10-01 237.0 ... \n", - "2001-01-01 251.0 ... \n", + "2000-02-01 241.0 ... \n", + "2000-05-01 249.0 ... \n", + "2000-08-01 231.0 ... \n", + "2000-11-01 236.0 ... \n", + "2001-02-01 248.0 ... \n", "... ... ... \n", - "2023-07-01 249.0 ... \n", - "2023-10-01 232.0 ... \n", - "2024-01-01 219.0 ... \n", - "2024-04-01 253.0 ... \n", - "2024-07-01 249.0 ... \n", + "2023-08-01 226.0 ... \n", + "2023-11-01 209.0 ... \n", + "2024-02-01 228.0 ... \n", + "2024-05-01 231.0 ... \n", + "2024-08-01 273.0 ... \n", "\n", "variable men_16_to_24_not_in_ft_education_total_sa \\\n", "lms_period \n", - "2000-01-01 2017.0 \n", - "2000-04-01 2031.0 \n", - "2000-07-01 2011.0 \n", - "2000-10-01 2013.0 \n", - "2001-01-01 2030.0 \n", + "2000-02-01 2025.0 \n", + "2000-05-01 2016.0 \n", + "2000-08-01 2023.0 \n", + "2000-11-01 2013.0 \n", + "2001-02-01 2035.0 \n", "... ... \n", - "2023-07-01 1949.0 \n", - "2023-10-01 2030.0 \n", - "2024-01-01 2007.0 \n", - "2024-04-01 2008.0 \n", - "2024-07-01 2054.0 \n", + "2023-08-01 1928.0 \n", + "2023-11-01 2015.0 \n", + "2024-02-01 2025.0 \n", + "2024-05-01 2005.0 \n", + "2024-08-01 2076.0 \n", "\n", "variable women_16_to_24_not_in_ft_education_total_sa unemployment_rate_sa \\\n", "lms_period \n", - "2000-01-01 1966.0 5.9 \n", - "2000-04-01 1942.0 5.7 \n", - "2000-07-01 1934.0 5.3 \n", - "2000-10-01 1939.0 5.3 \n", - "2001-01-01 1928.0 5.2 \n", + "2000-02-01 1959.0 5.9 \n", + "2000-05-01 1918.0 5.6 \n", + "2000-08-01 1933.0 5.4 \n", + "2000-11-01 1933.0 5.3 \n", + "2001-02-01 1936.0 5.1 \n", "... ... ... \n", - "2023-07-01 1773.0 4.3 \n", - "2023-10-01 1788.0 4.0 \n", - "2024-01-01 1758.0 4.3 \n", - "2024-04-01 1767.0 4.5 \n", - "2024-07-01 1812.0 4.1 \n", + "2023-08-01 1770.0 4.2 \n", + "2023-11-01 1780.0 3.9 \n", + "2024-02-01 1816.0 4.4 \n", + "2024-05-01 1754.0 4.2 \n", + "2024-08-01 1813.0 4.4 \n", "\n", "variable economic_inactivity_rate_sa age_16_to_24_in_employment_sa \\\n", "lms_period \n", - "2000-01-01 23.3 3933.0 \n", - "2000-04-01 23.2 3940.0 \n", - "2000-07-01 23.3 3941.0 \n", - "2000-10-01 23.5 3910.0 \n", - "2001-01-01 23.3 3928.0 \n", + "2000-02-01 23.2 3931.0 \n", + "2000-05-01 23.3 3921.0 \n", + "2000-08-01 23.2 3945.0 \n", + "2000-11-01 23.5 3903.0 \n", + "2001-02-01 23.4 3942.0 \n", "... ... ... \n", - "2023-07-01 21.9 3620.0 \n", - "2023-10-01 21.9 3672.0 \n", - "2024-01-01 22.2 3558.0 \n", - "2024-04-01 22.1 3637.0 \n", - "2024-07-01 21.8 3646.0 \n", + "2023-08-01 21.9 3641.0 \n", + "2023-11-01 21.9 3678.0 \n", + "2024-02-01 22.1 3600.0 \n", + "2024-05-01 22.2 3615.0 \n", + "2024-08-01 21.8 3595.0 \n", "\n", "variable age_16_to_24_unemployed_sa age_16_to_24_economically_inactive_sa \\\n", "lms_period \n", - "2000-01-01 570.0 1756.0 \n", - "2000-04-01 579.0 1744.0 \n", - "2000-07-01 534.0 1801.0 \n", - "2000-10-01 553.0 1842.0 \n", - "2001-01-01 550.0 1856.0 \n", + "2000-02-01 581.0 1748.0 \n", + "2000-05-01 552.0 1792.0 \n", + "2000-08-01 545.0 1795.0 \n", + "2000-11-01 548.0 1863.0 \n", + "2001-02-01 536.0 1866.0 \n", "... ... ... \n", - "2023-07-01 536.0 2928.0 \n", - "2023-10-01 522.0 2913.0 \n", - "2024-01-01 522.0 3050.0 \n", - "2024-04-01 586.0 2929.0 \n", - "2024-07-01 576.0 2954.0 \n", + "2023-08-01 499.0 2952.0 \n", + "2023-11-01 481.0 2956.0 \n", + "2024-02-01 540.0 2998.0 \n", + "2024-05-01 559.0 2986.0 \n", + "2024-08-01 627.0 2962.0 \n", "\n", "variable age_16_to_24_unemployment_rate_sa quarter_label \\\n", "lms_period \n", - "2000-01-01 12.7 Dec-Feb 2000 \n", - "2000-04-01 12.8 Mar-May 2000 \n", - "2000-07-01 11.9 Jun-Aug 2000 \n", - "2000-10-01 12.4 Sep-Nov 2000 \n", - "2001-01-01 12.3 Dec-Feb 2001 \n", + "2000-02-01 12.9 Jan-Mar 2000 \n", + "2000-05-01 12.3 Apr-Jun 2000 \n", + "2000-08-01 12.1 Jul-Sep 2000 \n", + "2000-11-01 12.3 Oct-Dec 2000 \n", + "2001-02-01 12.0 Jan-Mar 2001 \n", "... ... ... \n", - "2023-07-01 12.9 Jun-Aug 2023 \n", - "2023-10-01 12.4 Sep-Nov 2023 \n", - "2024-01-01 12.8 Dec-Feb 2024 \n", - "2024-04-01 13.9 Mar-May 2024 \n", - "2024-07-01 13.6 Jun-Aug 2024 \n", + "2023-08-01 12.1 Jul-Sep 2023 \n", + "2023-11-01 11.6 Oct-Dec 2023 \n", + "2024-02-01 13.0 Jan-Mar 2024 \n", + "2024-05-01 13.4 Apr-Jun 2024 \n", + "2024-08-01 14.8 Jul-Sep 2024 \n", "\n", "variable quarter_axis_label \n", "lms_period \n", - "2000-01-01 Dec-Feb\\n2000 \n", - "2000-04-01 Mar-May\\n2000 \n", - "2000-07-01 Jun-Aug\\n2000 \n", - "2000-10-01 Sep-Nov\\n2000 \n", - "2001-01-01 Dec-Feb\\n2001 \n", + "2000-02-01 Jan-Mar\\n2000 \n", + "2000-05-01 Apr-Jun\\n2000 \n", + "2000-08-01 Jul-Sep\\n2000 \n", + "2000-11-01 Oct-Dec\\n2000 \n", + "2001-02-01 Jan-Mar\\n2001 \n", "... ... \n", - "2023-07-01 Jun-Aug\\n2023 \n", - "2023-10-01 Sep-Nov\\n2023 \n", - "2024-01-01 Dec-Feb\\n2024 \n", - "2024-04-01 Mar-May\\n2024 \n", - "2024-07-01 Jun-Aug\\n2024 \n", + "2023-08-01 Jul-Sep\\n2023 \n", + "2023-11-01 Oct-Dec\\n2023 \n", + "2024-02-01 Jan-Mar\\n2024 \n", + "2024-05-01 Apr-Jun\\n2024 \n", + "2024-08-01 Jul-Sep\\n2024 \n", "\n", "[99 rows x 53 columns]" ] @@ -721,13 +721,13 @@ }, { "cell_type": "markdown", - "id": "e7599cc1", + "id": "de76f446", "metadata": { "papermill": { - "duration": 0.002367, - "end_time": "2024-10-16T06:48:23.641373", + "duration": 0.002291, + "end_time": "2024-11-12T09:02:09.364039", "exception": false, - "start_time": "2024-10-16T06:48:23.639006", + "start_time": "2024-11-12T09:02:09.361748", "status": "completed" }, "tags": [] @@ -739,19 +739,19 @@ { "cell_type": "code", "execution_count": 5, - "id": "5cd0bf3e", + "id": "f69fbecb", "metadata": { "execution": { - "iopub.execute_input": "2024-10-16T06:48:23.647520Z", - "iopub.status.busy": "2024-10-16T06:48:23.647057Z", - "iopub.status.idle": "2024-10-16T06:48:23.652581Z", - "shell.execute_reply": "2024-10-16T06:48:23.651953Z" + "iopub.execute_input": "2024-11-12T09:02:09.369695Z", + "iopub.status.busy": "2024-11-12T09:02:09.369334Z", + "iopub.status.idle": "2024-11-12T09:02:09.374515Z", + "shell.execute_reply": "2024-11-12T09:02:09.373864Z" }, "papermill": { - "duration": 0.010086, - "end_time": "2024-10-16T06:48:23.653901", + "duration": 0.009494, + "end_time": "2024-11-12T09:02:09.375826", "exception": false, - "start_time": "2024-10-16T06:48:23.643815", + "start_time": "2024-11-12T09:02:09.366332", "status": "completed" }, "tags": [] @@ -787,19 +787,19 @@ { "cell_type": "code", "execution_count": 6, - "id": "66c0cb62", + "id": "6efc5587", "metadata": { "execution": { - "iopub.execute_input": "2024-10-16T06:48:23.659812Z", - "iopub.status.busy": "2024-10-16T06:48:23.659436Z", - "iopub.status.idle": "2024-10-16T06:48:23.698005Z", - "shell.execute_reply": "2024-10-16T06:48:23.697323Z" + "iopub.execute_input": "2024-11-12T09:02:09.381849Z", + "iopub.status.busy": "2024-11-12T09:02:09.381499Z", + "iopub.status.idle": "2024-11-12T09:02:09.419041Z", + "shell.execute_reply": "2024-11-12T09:02:09.418472Z" }, "papermill": { - "duration": 0.043142, - "end_time": "2024-10-16T06:48:23.699468", + "duration": 0.041981, + "end_time": "2024-11-12T09:02:09.420292", "exception": false, - "start_time": "2024-10-16T06:48:23.656326", + "start_time": "2024-11-12T09:02:09.378311", "status": "completed" }, "tags": [] @@ -865,98 +865,98 @@ " \n", " \n", " \n", - " 2000-01-01\n", - " 172.0\n", - " 398.0\n", + " 2000-02-01\n", + " 175.0\n", + " 407.0\n", " 23.0\n", - " 10.0\n", - " 5.6\n", - " 63.0\n", - " 56.0\n", - " 14.2\n", - " Dec-Feb 2000\n", - " Dec-Feb\\n2000\n", - " 570.0\n", - " 86.0\n", - " 66.0\n", - " 15.1\n", - " 11.6\n", + " 8.0\n", + " 4.8\n", + " 60.0\n", + " 57.0\n", + " 13.9\n", + " Jan-Mar 2000\n", + " Jan-Mar\\n2000\n", + " 582.0\n", + " 83.0\n", + " 65.0\n", + " 14.3\n", + " 11.2\n", " False\n", " \n", " \n", - " 2000-04-01\n", - " 177.0\n", - " 402.0\n", - " 24.0\n", - " 9.0\n", - " 5.2\n", - " 53.0\n", - " 65.0\n", - " 16.2\n", - " Mar-May 2000\n", - " Mar-May\\n2000\n", - " 579.0\n", - " 77.0\n", + " 2000-05-01\n", + " 165.0\n", + " 386.0\n", + " 26.0\n", + " 10.0\n", + " 6.2\n", + " 56.0\n", + " 64.0\n", + " 16.5\n", + " Apr-Jun 2000\n", + " Apr-Jun\\n2000\n", + " 551.0\n", + " 82.0\n", " 74.0\n", - " 13.3\n", - " 12.8\n", + " 14.9\n", + " 13.4\n", " False\n", " \n", " \n", - " 2000-07-01\n", - " 163.0\n", - " 371.0\n", - " 25.0\n", - " 12.0\n", - " 7.1\n", - " 59.0\n", - " 62.0\n", - " 16.8\n", - " Jun-Aug 2000\n", - " Jun-Aug\\n2000\n", - " 534.0\n", - " 84.0\n", + " 2000-08-01\n", + " 173.0\n", + " 373.0\n", + " 23.0\n", + " 13.0\n", + " 7.3\n", + " 53.0\n", + " 61.0\n", + " 16.4\n", + " Jul-Sep 2000\n", + " Jul-Sep\\n2000\n", + " 546.0\n", + " 76.0\n", " 74.0\n", - " 15.7\n", " 13.9\n", + " 13.6\n", " False\n", " \n", " \n", - " 2000-10-01\n", - " 171.0\n", - " 382.0\n", - " 20.0\n", + " 2000-11-01\n", + " 161.0\n", + " 387.0\n", + " 21.0\n", " 11.0\n", - " 6.5\n", - " 56.0\n", - " 52.0\n", - " 13.7\n", - " Sep-Nov 2000\n", - " Sep-Nov\\n2000\n", - " 553.0\n", - " 76.0\n", - " 63.0\n", - " 13.7\n", - " 11.4\n", + " 6.6\n", + " 60.0\n", + " 50.0\n", + " 12.8\n", + " Oct-Dec 2000\n", + " Oct-Dec\\n2000\n", + " 548.0\n", + " 81.0\n", + " 61.0\n", + " 14.8\n", + " 11.1\n", " False\n", " \n", " \n", - " 2001-01-01\n", - " 160.0\n", - " 390.0\n", - " 22.0\n", - " 9.0\n", - " 5.8\n", - " 61.0\n", - " 53.0\n", - " 13.5\n", - " Dec-Feb 2001\n", - " Dec-Feb\\n2001\n", - " 550.0\n", - " 83.0\n", - " 62.0\n", - " 15.1\n", - " 11.3\n", + " 2001-02-01\n", + " 153.0\n", + " 383.0\n", + " 16.0\n", + " 10.0\n", + " 6.5\n", + " 56.0\n", + " 55.0\n", + " 14.4\n", + " Jan-Mar 2001\n", + " Jan-Mar\\n2001\n", + " 536.0\n", + " 72.0\n", + " 65.0\n", + " 13.4\n", + " 12.1\n", " False\n", " \n", " \n", @@ -979,98 +979,98 @@ " ...\n", " \n", " \n", - " 2023-07-01\n", - " 79.0\n", - " 457.0\n", - " 16.0\n", + " 2023-08-01\n", + " 75.0\n", + " 424.0\n", + " 15.0\n", " NaN\n", " NaN\n", - " 85.0\n", - " 58.0\n", - " 12.6\n", - " Jun-Aug 2023\n", - " Jun-Aug\\n2023\n", - " 536.0\n", - " 101.0\n", - " 58.0\n", - " 18.8\n", - " 12.6\n", + " 81.0\n", + " 52.0\n", + " 12.3\n", + " Jul-Sep 2023\n", + " Jul-Sep\\n2023\n", + " 499.0\n", + " 96.0\n", + " 52.0\n", + " 19.2\n", + " 12.3\n", " True\n", " \n", " \n", - " 2023-10-01\n", - " 99.0\n", - " 423.0\n", - " NaN\n", - " NaN\n", - " NaN\n", - " 78.0\n", - " 61.0\n", - " 14.5\n", - " Sep-Nov 2023\n", - " Sep-Nov\\n2023\n", - " 522.0\n", + " 2023-11-01\n", + " 104.0\n", + " 378.0\n", + " 10.0\n", " NaN\n", - " 61.0\n", " NaN\n", - " 14.5\n", + " 58.0\n", + " 64.0\n", + " 16.9\n", + " Oct-Dec 2023\n", + " Oct-Dec\\n2023\n", + " 482.0\n", + " 68.0\n", + " 64.0\n", + " 14.1\n", + " 16.9\n", " True\n", " \n", " \n", - " 2024-01-01\n", - " 128.0\n", - " 394.0\n", + " 2024-02-01\n", + " 130.0\n", + " 409.0\n", " 16.0\n", - " 9.0\n", - " 6.7\n", - " 69.0\n", - " 80.0\n", - " 20.4\n", - " Dec-Feb 2024\n", - " Dec-Feb\\n2024\n", - " 522.0\n", - " 85.0\n", - " 89.0\n", - " 16.3\n", - " 17.0\n", + " 11.0\n", + " 8.1\n", + " 82.0\n", + " 82.0\n", + " 20.1\n", + " Jan-Mar 2024\n", + " Jan-Mar\\n2024\n", + " 539.0\n", + " 98.0\n", + " 93.0\n", + " 18.2\n", + " 17.3\n", " False\n", " \n", " \n", - " 2024-04-01\n", - " 136.0\n", - " 450.0\n", - " 19.0\n", - " 20.0\n", - " 15.1\n", - " 78.0\n", - " 76.0\n", + " 2024-05-01\n", + " 115.0\n", + " 445.0\n", " 17.0\n", - " Mar-May 2024\n", - " Mar-May\\n2024\n", - " 586.0\n", - " 97.0\n", - " 96.0\n", + " 19.0\n", + " 16.6\n", + " 55.0\n", + " 74.0\n", + " 16.6\n", + " Apr-Jun 2024\n", + " Apr-Jun\\n2024\n", + " 560.0\n", + " 72.0\n", + " 93.0\n", + " 12.9\n", " 16.6\n", - " 16.4\n", " False\n", " \n", " \n", - " 2024-07-01\n", - " 96.0\n", - " 480.0\n", - " 14.0\n", - " 7.0\n", - " 7.1\n", - " 64.0\n", - " 88.0\n", - " 18.4\n", - " Jun-Aug 2024\n", - " Jun-Aug\\n2024\n", - " 576.0\n", - " 78.0\n", + " 2024-08-01\n", + " 114.0\n", + " 513.0\n", + " 15.0\n", + " 10.0\n", + " 9.2\n", + " 72.0\n", " 95.0\n", - " 13.5\n", - " 16.5\n", + " 18.6\n", + " Jul-Sep 2024\n", + " Jul-Sep\\n2024\n", + " 627.0\n", + " 87.0\n", + " 105.0\n", + " 13.9\n", + " 16.7\n", " False\n", " \n", " \n", @@ -1081,185 +1081,185 @@ "text/plain": [ "variable age_16_to_17_unemployed_sa age_18_to_24_unemployed_sa \\\n", "lms_period \n", - "2000-01-01 172.0 398.0 \n", - "2000-04-01 177.0 402.0 \n", - "2000-07-01 163.0 371.0 \n", - "2000-10-01 171.0 382.0 \n", - "2001-01-01 160.0 390.0 \n", + "2000-02-01 175.0 407.0 \n", + "2000-05-01 165.0 386.0 \n", + "2000-08-01 173.0 373.0 \n", + "2000-11-01 161.0 387.0 \n", + "2001-02-01 153.0 383.0 \n", "... ... ... \n", - "2023-07-01 79.0 457.0 \n", - "2023-10-01 99.0 423.0 \n", - "2024-01-01 128.0 394.0 \n", - "2024-04-01 136.0 450.0 \n", - "2024-07-01 96.0 480.0 \n", + "2023-08-01 75.0 424.0 \n", + "2023-11-01 104.0 378.0 \n", + "2024-02-01 130.0 409.0 \n", + "2024-05-01 115.0 445.0 \n", + "2024-08-01 114.0 513.0 \n", "\n", "variable age_16_to_17_unemployed_6_to_12_months_sa \\\n", "lms_period \n", - "2000-01-01 23.0 \n", - "2000-04-01 24.0 \n", - "2000-07-01 25.0 \n", - "2000-10-01 20.0 \n", - "2001-01-01 22.0 \n", + "2000-02-01 23.0 \n", + "2000-05-01 26.0 \n", + "2000-08-01 23.0 \n", + "2000-11-01 21.0 \n", + "2001-02-01 16.0 \n", "... ... \n", - "2023-07-01 16.0 \n", - "2023-10-01 NaN \n", - "2024-01-01 16.0 \n", - "2024-04-01 19.0 \n", - "2024-07-01 14.0 \n", + "2023-08-01 15.0 \n", + "2023-11-01 10.0 \n", + "2024-02-01 16.0 \n", + "2024-05-01 17.0 \n", + "2024-08-01 15.0 \n", "\n", "variable age_16_to_17_unemployed_over_12_months_sa \\\n", "lms_period \n", - "2000-01-01 10.0 \n", - "2000-04-01 9.0 \n", - "2000-07-01 12.0 \n", - "2000-10-01 11.0 \n", - "2001-01-01 9.0 \n", + "2000-02-01 8.0 \n", + "2000-05-01 10.0 \n", + "2000-08-01 13.0 \n", + "2000-11-01 11.0 \n", + "2001-02-01 10.0 \n", "... ... \n", - "2023-07-01 NaN \n", - "2023-10-01 NaN \n", - "2024-01-01 9.0 \n", - "2024-04-01 20.0 \n", - "2024-07-01 7.0 \n", + "2023-08-01 NaN \n", + "2023-11-01 NaN \n", + "2024-02-01 11.0 \n", + "2024-05-01 19.0 \n", + "2024-08-01 10.0 \n", "\n", "variable age_16_to_17_unemployed_over_12_months_rate_sa \\\n", "lms_period \n", - "2000-01-01 5.6 \n", - "2000-04-01 5.2 \n", - "2000-07-01 7.1 \n", - "2000-10-01 6.5 \n", - "2001-01-01 5.8 \n", + "2000-02-01 4.8 \n", + "2000-05-01 6.2 \n", + "2000-08-01 7.3 \n", + "2000-11-01 6.6 \n", + "2001-02-01 6.5 \n", "... ... \n", - "2023-07-01 NaN \n", - "2023-10-01 NaN \n", - "2024-01-01 6.7 \n", - "2024-04-01 15.1 \n", - "2024-07-01 7.1 \n", + "2023-08-01 NaN \n", + "2023-11-01 NaN \n", + "2024-02-01 8.1 \n", + "2024-05-01 16.6 \n", + "2024-08-01 9.2 \n", "\n", "variable age_18_to_24_unemployed_6_to_12_months_sa \\\n", "lms_period \n", - "2000-01-01 63.0 \n", - "2000-04-01 53.0 \n", - "2000-07-01 59.0 \n", - "2000-10-01 56.0 \n", - "2001-01-01 61.0 \n", + "2000-02-01 60.0 \n", + "2000-05-01 56.0 \n", + "2000-08-01 53.0 \n", + "2000-11-01 60.0 \n", + "2001-02-01 56.0 \n", "... ... \n", - "2023-07-01 85.0 \n", - "2023-10-01 78.0 \n", - "2024-01-01 69.0 \n", - "2024-04-01 78.0 \n", - "2024-07-01 64.0 \n", + "2023-08-01 81.0 \n", + "2023-11-01 58.0 \n", + "2024-02-01 82.0 \n", + "2024-05-01 55.0 \n", + "2024-08-01 72.0 \n", "\n", "variable age_18_to_24_unemployed_over_12_months_sa \\\n", "lms_period \n", - "2000-01-01 56.0 \n", - "2000-04-01 65.0 \n", - "2000-07-01 62.0 \n", - "2000-10-01 52.0 \n", - "2001-01-01 53.0 \n", + "2000-02-01 57.0 \n", + "2000-05-01 64.0 \n", + "2000-08-01 61.0 \n", + "2000-11-01 50.0 \n", + "2001-02-01 55.0 \n", "... ... \n", - "2023-07-01 58.0 \n", - "2023-10-01 61.0 \n", - "2024-01-01 80.0 \n", - "2024-04-01 76.0 \n", - "2024-07-01 88.0 \n", + "2023-08-01 52.0 \n", + "2023-11-01 64.0 \n", + "2024-02-01 82.0 \n", + "2024-05-01 74.0 \n", + "2024-08-01 95.0 \n", "\n", "variable age_18_to_24_unemployed_over_12_months_rate_sa quarter_label \\\n", "lms_period \n", - "2000-01-01 14.2 Dec-Feb 2000 \n", - "2000-04-01 16.2 Mar-May 2000 \n", - "2000-07-01 16.8 Jun-Aug 2000 \n", - "2000-10-01 13.7 Sep-Nov 2000 \n", - "2001-01-01 13.5 Dec-Feb 2001 \n", + "2000-02-01 13.9 Jan-Mar 2000 \n", + "2000-05-01 16.5 Apr-Jun 2000 \n", + "2000-08-01 16.4 Jul-Sep 2000 \n", + "2000-11-01 12.8 Oct-Dec 2000 \n", + "2001-02-01 14.4 Jan-Mar 2001 \n", "... ... ... \n", - "2023-07-01 12.6 Jun-Aug 2023 \n", - "2023-10-01 14.5 Sep-Nov 2023 \n", - "2024-01-01 20.4 Dec-Feb 2024 \n", - "2024-04-01 17.0 Mar-May 2024 \n", - "2024-07-01 18.4 Jun-Aug 2024 \n", + "2023-08-01 12.3 Jul-Sep 2023 \n", + "2023-11-01 16.9 Oct-Dec 2023 \n", + "2024-02-01 20.1 Jan-Mar 2024 \n", + "2024-05-01 16.6 Apr-Jun 2024 \n", + "2024-08-01 18.6 Jul-Sep 2024 \n", "\n", "variable quarter_axis_label age_16_to_24_unemployed_sa \\\n", "lms_period \n", - "2000-01-01 Dec-Feb\\n2000 570.0 \n", - "2000-04-01 Mar-May\\n2000 579.0 \n", - "2000-07-01 Jun-Aug\\n2000 534.0 \n", - "2000-10-01 Sep-Nov\\n2000 553.0 \n", - "2001-01-01 Dec-Feb\\n2001 550.0 \n", + "2000-02-01 Jan-Mar\\n2000 582.0 \n", + "2000-05-01 Apr-Jun\\n2000 551.0 \n", + "2000-08-01 Jul-Sep\\n2000 546.0 \n", + "2000-11-01 Oct-Dec\\n2000 548.0 \n", + "2001-02-01 Jan-Mar\\n2001 536.0 \n", "... ... ... \n", - "2023-07-01 Jun-Aug\\n2023 536.0 \n", - "2023-10-01 Sep-Nov\\n2023 522.0 \n", - "2024-01-01 Dec-Feb\\n2024 522.0 \n", - "2024-04-01 Mar-May\\n2024 586.0 \n", - "2024-07-01 Jun-Aug\\n2024 576.0 \n", + "2023-08-01 Jul-Sep\\n2023 499.0 \n", + "2023-11-01 Oct-Dec\\n2023 482.0 \n", + "2024-02-01 Jan-Mar\\n2024 539.0 \n", + "2024-05-01 Apr-Jun\\n2024 560.0 \n", + "2024-08-01 Jul-Sep\\n2024 627.0 \n", "\n", "variable age_16_to_24_unemployed_6_to_12_months_sa \\\n", "lms_period \n", - "2000-01-01 86.0 \n", - "2000-04-01 77.0 \n", - "2000-07-01 84.0 \n", - "2000-10-01 76.0 \n", - "2001-01-01 83.0 \n", + "2000-02-01 83.0 \n", + "2000-05-01 82.0 \n", + "2000-08-01 76.0 \n", + "2000-11-01 81.0 \n", + "2001-02-01 72.0 \n", "... ... \n", - "2023-07-01 101.0 \n", - "2023-10-01 NaN \n", - "2024-01-01 85.0 \n", - "2024-04-01 97.0 \n", - "2024-07-01 78.0 \n", + "2023-08-01 96.0 \n", + "2023-11-01 68.0 \n", + "2024-02-01 98.0 \n", + "2024-05-01 72.0 \n", + "2024-08-01 87.0 \n", "\n", "variable age_16_to_24_unemployed_over_12_months_sa \\\n", "lms_period \n", - "2000-01-01 66.0 \n", - "2000-04-01 74.0 \n", - "2000-07-01 74.0 \n", - "2000-10-01 63.0 \n", - "2001-01-01 62.0 \n", + "2000-02-01 65.0 \n", + "2000-05-01 74.0 \n", + "2000-08-01 74.0 \n", + "2000-11-01 61.0 \n", + "2001-02-01 65.0 \n", "... ... \n", - "2023-07-01 58.0 \n", - "2023-10-01 61.0 \n", - "2024-01-01 89.0 \n", - "2024-04-01 96.0 \n", - "2024-07-01 95.0 \n", + "2023-08-01 52.0 \n", + "2023-11-01 64.0 \n", + "2024-02-01 93.0 \n", + "2024-05-01 93.0 \n", + "2024-08-01 105.0 \n", "\n", "variable age_16_to_24_unemployed_6_to_12_months_rate_sa \\\n", "lms_period \n", - "2000-01-01 15.1 \n", - "2000-04-01 13.3 \n", - "2000-07-01 15.7 \n", - "2000-10-01 13.7 \n", - "2001-01-01 15.1 \n", + "2000-02-01 14.3 \n", + "2000-05-01 14.9 \n", + "2000-08-01 13.9 \n", + "2000-11-01 14.8 \n", + "2001-02-01 13.4 \n", "... ... \n", - "2023-07-01 18.8 \n", - "2023-10-01 NaN \n", - "2024-01-01 16.3 \n", - "2024-04-01 16.6 \n", - "2024-07-01 13.5 \n", + "2023-08-01 19.2 \n", + "2023-11-01 14.1 \n", + "2024-02-01 18.2 \n", + "2024-05-01 12.9 \n", + "2024-08-01 13.9 \n", "\n", "variable age_16_to_24_unemployed_over_12_months_rate_sa \\\n", "lms_period \n", - "2000-01-01 11.6 \n", - "2000-04-01 12.8 \n", - "2000-07-01 13.9 \n", - "2000-10-01 11.4 \n", - "2001-01-01 11.3 \n", + "2000-02-01 11.2 \n", + "2000-05-01 13.4 \n", + "2000-08-01 13.6 \n", + "2000-11-01 11.1 \n", + "2001-02-01 12.1 \n", "... ... \n", - "2023-07-01 12.6 \n", - "2023-10-01 14.5 \n", - "2024-01-01 17.0 \n", - "2024-04-01 16.4 \n", - "2024-07-01 16.5 \n", + "2023-08-01 12.3 \n", + "2023-11-01 16.9 \n", + "2024-02-01 17.3 \n", + "2024-05-01 16.6 \n", + "2024-08-01 16.7 \n", "\n", "variable missing_over_12_months_data \n", "lms_period \n", - "2000-01-01 False \n", - "2000-04-01 False \n", - "2000-07-01 False \n", - "2000-10-01 False \n", - "2001-01-01 False \n", + "2000-02-01 False \n", + "2000-05-01 False \n", + "2000-08-01 False \n", + "2000-11-01 False \n", + "2001-02-01 False \n", "... ... \n", - "2023-07-01 True \n", - "2023-10-01 True \n", - "2024-01-01 False \n", - "2024-04-01 False \n", - "2024-07-01 False \n", + "2023-08-01 True \n", + "2023-11-01 True \n", + "2024-02-01 False \n", + "2024-05-01 False \n", + "2024-08-01 False \n", "\n", "[99 rows x 16 columns]" ] @@ -1276,13 +1276,13 @@ }, { "cell_type": "markdown", - "id": "e699a754", + "id": "00b986c7", "metadata": { "papermill": { - "duration": 0.00285, - "end_time": "2024-10-16T06:48:23.705389", + "duration": 0.002695, + "end_time": "2024-11-12T09:02:09.425761", "exception": false, - "start_time": "2024-10-16T06:48:23.702539", + "start_time": "2024-11-12T09:02:09.423066", "status": "completed" }, "tags": [] @@ -1294,19 +1294,19 @@ { "cell_type": "code", "execution_count": 7, - "id": "cb2de5f5", + "id": "f1dde686", "metadata": { "execution": { - "iopub.execute_input": "2024-10-16T06:48:23.712163Z", - "iopub.status.busy": "2024-10-16T06:48:23.711927Z", - "iopub.status.idle": "2024-10-16T06:48:23.723545Z", - "shell.execute_reply": "2024-10-16T06:48:23.722993Z" + "iopub.execute_input": "2024-11-12T09:02:09.432157Z", + "iopub.status.busy": "2024-11-12T09:02:09.431815Z", + "iopub.status.idle": "2024-11-12T09:02:09.442112Z", + "shell.execute_reply": "2024-11-12T09:02:09.441495Z" }, "papermill": { - "duration": 0.01678, - "end_time": "2024-10-16T06:48:23.724884", + "duration": 0.015025, + "end_time": "2024-11-12T09:02:09.443495", "exception": false, - "start_time": "2024-10-16T06:48:23.708104", + "start_time": "2024-11-12T09:02:09.428470", "status": "completed" }, "tags": [] @@ -1327,19 +1327,19 @@ { "cell_type": "code", "execution_count": 8, - "id": "3a90a26e", + "id": "6fb943c8", "metadata": { "execution": { - "iopub.execute_input": "2024-10-16T06:48:23.731646Z", - "iopub.status.busy": "2024-10-16T06:48:23.731431Z", - "iopub.status.idle": "2024-10-16T06:48:23.736652Z", - "shell.execute_reply": "2024-10-16T06:48:23.736071Z" + "iopub.execute_input": "2024-11-12T09:02:09.450257Z", + "iopub.status.busy": "2024-11-12T09:02:09.449694Z", + "iopub.status.idle": "2024-11-12T09:02:09.454532Z", + "shell.execute_reply": "2024-11-12T09:02:09.453882Z" }, "papermill": { - "duration": 0.010202, - "end_time": "2024-10-16T06:48:23.738050", + "duration": 0.009563, + "end_time": "2024-11-12T09:02:09.455861", "exception": false, - "start_time": "2024-10-16T06:48:23.727848", + "start_time": "2024-11-12T09:02:09.446298", "status": "completed" }, "tags": [] @@ -1348,17 +1348,17 @@ { "data": { "text/plain": [ - "unemployment_rate_all_working_age 4.1\n", + "unemployment_rate_all_working_age 4.4\n", "economic_inactivity_rate_all_working_age 21.8\n", - "unemployment_rate_young_people 13.6\n", + "unemployment_rate_young_people 14.8\n", "economic_inactivity_rate_young_people 41.2\n", - "unemployment_rate_not_in_full_time_education 12.6\n", - "economic_inactivity_rate_not_in_full_time_education 19.8\n", - "long_term_unemployment_rate_6_to_12_months 13.5\n", - "long_term_unemployment_rate_over_12_months 95.0\n", - "most_recent_lms_period Jun-Aug 2024\n", - "last_update 2024-10-15 00:00:00\n", - "next_update 2024-12-11 00:00:00\n", + "unemployment_rate_not_in_full_time_education 13.6\n", + "economic_inactivity_rate_not_in_full_time_education 20.3\n", + "long_term_unemployment_rate_6_to_12_months 13.9\n", + "long_term_unemployment_rate_over_12_months 105.0\n", + "most_recent_lms_period Jul-Sep 2024\n", + "last_update 2024-12-11 00:00:00\n", + "next_update 2024-12-17 00:00:00\n", "dtype: object" ] }, @@ -1374,13 +1374,13 @@ { "cell_type": "code", "execution_count": null, - "id": "befdaab4", + "id": "a9eca623", "metadata": { "papermill": { - "duration": 0.002845, - "end_time": "2024-10-16T06:48:23.743844", + "duration": 0.002814, + "end_time": "2024-11-12T09:02:09.461547", "exception": false, - "start_time": "2024-10-16T06:48:23.740999", + "start_time": "2024-11-12T09:02:09.458733", "status": "completed" }, "tags": [] @@ -1409,14 +1409,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 2.325123, - "end_time": "2024-10-16T06:48:23.962396", + "duration": 1.920942, + "end_time": "2024-11-12T09:02:09.680404", "environment_variables": {}, "exception": null, "input_path": "prepare.ipynb", "output_path": "../../working/output/labour-market-prepare.ipynb", "parameters": {}, - "start_time": "2024-10-16T06:48:21.637273", + "start_time": "2024-11-12T09:02:07.759462", "version": "2.5.0" } }, diff --git a/working/output/neet-transform.ipynb b/working/output/neet-transform.ipynb index cd652011..b033fee9 100644 --- a/working/output/neet-transform.ipynb +++ b/working/output/neet-transform.ipynb @@ -3,19 +3,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "095d2beb", + "id": "d6d5d249", "metadata": { "execution": { - "iopub.execute_input": "2024-10-16T06:48:26.422911Z", - "iopub.status.busy": "2024-10-16T06:48:26.422605Z", - "iopub.status.idle": "2024-10-16T06:48:26.734985Z", - "shell.execute_reply": "2024-10-16T06:48:26.734405Z" + "iopub.execute_input": "2024-11-12T09:02:05.042266Z", + "iopub.status.busy": "2024-11-12T09:02:05.042044Z", + "iopub.status.idle": "2024-11-12T09:02:05.341942Z", + "shell.execute_reply": "2024-11-12T09:02:05.341228Z" }, "papermill": { - "duration": 0.318874, - "end_time": "2024-10-16T06:48:26.736702", + "duration": 0.305797, + "end_time": "2024-11-12T09:02:05.343832", "exception": false, - "start_time": "2024-10-16T06:48:26.417828", + "start_time": "2024-11-12T09:02:05.038035", "status": "completed" }, "tags": [] @@ -34,19 +34,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "5c6813ef", + "id": "4b5fcca4", "metadata": { "execution": { - "iopub.execute_input": "2024-10-16T06:48:26.742443Z", - "iopub.status.busy": "2024-10-16T06:48:26.741877Z", - "iopub.status.idle": "2024-10-16T06:48:26.746416Z", - "shell.execute_reply": "2024-10-16T06:48:26.745760Z" + "iopub.execute_input": "2024-11-12T09:02:05.349254Z", + "iopub.status.busy": "2024-11-12T09:02:05.348793Z", + "iopub.status.idle": "2024-11-12T09:02:05.353156Z", + "shell.execute_reply": "2024-11-12T09:02:05.352618Z" }, "papermill": { - "duration": 0.00877, - "end_time": "2024-10-16T06:48:26.747758", + "duration": 0.008416, + "end_time": "2024-11-12T09:02:05.354496", "exception": false, - "start_time": "2024-10-16T06:48:26.738988", + "start_time": "2024-11-12T09:02:05.346080", "status": "completed" }, "tags": [] @@ -59,19 +59,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "3b11bce9", + "id": "c6241022", "metadata": { "execution": { - "iopub.execute_input": "2024-10-16T06:48:26.752664Z", - "iopub.status.busy": "2024-10-16T06:48:26.752473Z", - "iopub.status.idle": "2024-10-16T06:48:26.755853Z", - "shell.execute_reply": "2024-10-16T06:48:26.755243Z" + "iopub.execute_input": "2024-11-12T09:02:05.359416Z", + "iopub.status.busy": "2024-11-12T09:02:05.358999Z", + "iopub.status.idle": "2024-11-12T09:02:05.362334Z", + "shell.execute_reply": "2024-11-12T09:02:05.361694Z" }, "papermill": { - "duration": 0.007384, - "end_time": "2024-10-16T06:48:26.757123", + "duration": 0.007332, + "end_time": "2024-11-12T09:02:05.363697", "exception": false, - "start_time": "2024-10-16T06:48:26.749739", + "start_time": "2024-11-12T09:02:05.356365", "status": "completed" }, "tags": [] @@ -89,19 +89,19 @@ { "cell_type": "code", "execution_count": 4, - "id": "b86fb9ee", + "id": "0ef554b1", "metadata": { "execution": { - "iopub.execute_input": "2024-10-16T06:48:26.762121Z", - "iopub.status.busy": "2024-10-16T06:48:26.761758Z", - "iopub.status.idle": "2024-10-16T06:48:26.770415Z", - "shell.execute_reply": "2024-10-16T06:48:26.769869Z" + "iopub.execute_input": "2024-11-12T09:02:05.368525Z", + "iopub.status.busy": "2024-11-12T09:02:05.368154Z", + "iopub.status.idle": "2024-11-12T09:02:05.376466Z", + "shell.execute_reply": "2024-11-12T09:02:05.375964Z" }, "papermill": { - "duration": 0.012683, - "end_time": "2024-10-16T06:48:26.771789", + "duration": 0.01214, + "end_time": "2024-11-12T09:02:05.377731", "exception": false, - "start_time": "2024-10-16T06:48:26.759106", + "start_time": "2024-11-12T09:02:05.365591", "status": "completed" }, "tags": [] @@ -114,19 +114,19 @@ { "cell_type": "code", "execution_count": 5, - "id": "475dec60", + "id": "413d3585", "metadata": { "execution": { - "iopub.execute_input": "2024-10-16T06:48:26.777030Z", - "iopub.status.busy": "2024-10-16T06:48:26.776637Z", - "iopub.status.idle": "2024-10-16T06:48:26.779970Z", - "shell.execute_reply": "2024-10-16T06:48:26.779439Z" + "iopub.execute_input": "2024-11-12T09:02:05.382751Z", + "iopub.status.busy": "2024-11-12T09:02:05.382233Z", + "iopub.status.idle": "2024-11-12T09:02:05.385537Z", + "shell.execute_reply": "2024-11-12T09:02:05.384912Z" }, "papermill": { - "duration": 0.007356, - "end_time": "2024-10-16T06:48:26.781245", + "duration": 0.007246, + "end_time": "2024-11-12T09:02:05.386927", "exception": false, - "start_time": "2024-10-16T06:48:26.773889", + "start_time": "2024-11-12T09:02:05.379681", "status": "completed" }, "tags": [] @@ -145,19 +145,19 @@ { "cell_type": "code", "execution_count": 6, - "id": "ccc1a248", + "id": "decbcce1", "metadata": { "execution": { - "iopub.execute_input": "2024-10-16T06:48:26.786498Z", - "iopub.status.busy": "2024-10-16T06:48:26.786097Z", - "iopub.status.idle": "2024-10-16T06:48:26.790372Z", - "shell.execute_reply": "2024-10-16T06:48:26.789662Z" + "iopub.execute_input": "2024-11-12T09:02:05.391874Z", + "iopub.status.busy": "2024-11-12T09:02:05.391542Z", + "iopub.status.idle": "2024-11-12T09:02:05.395368Z", + "shell.execute_reply": "2024-11-12T09:02:05.394844Z" }, "papermill": { - "duration": 0.008509, - "end_time": "2024-10-16T06:48:26.791813", + "duration": 0.007803, + "end_time": "2024-11-12T09:02:05.396710", "exception": false, - "start_time": "2024-10-16T06:48:26.783304", + "start_time": "2024-11-12T09:02:05.388907", "status": "completed" }, "tags": [] @@ -170,19 +170,19 @@ { "cell_type": "code", "execution_count": 7, - "id": "173bba16", + "id": "1a05a107", "metadata": { "execution": { - "iopub.execute_input": 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