From e54e9f6b0230a29c2cc203f2e8d5b56aff96d611 Mon Sep 17 00:00:00 2001 From: gilesdring Date: Wed, 15 Nov 2023 07:45:42 +0000 Subject: [PATCH] Data updates --- data/cpi/indicator.csv | 4 +- data/cpi/transformed_cpi.csv | 13 + data/vacancies/vacancies_by_date.csv | 19 +- scripts/cpi/dvc.lock | 52 +- scripts/labour-market/dvc.lock | 8 +- scripts/maps/dvc.lock | 6 +- scripts/neet/dvc.lock | 2 +- scripts/vacancies/dvc.lock | 26 +- .../cpi/cpi_all_category_bar_chart.csv | 26 +- src/_data/sources/cpi/cpi_barchart.csv | 8 +- src/_data/sources/cpi/cpi_linechart.csv | 240 ++-- .../sources/cpi/cpi_summary_barchart.csv | 4 +- src/_data/sources/cpi/headlines.csv | 6 +- src/_data/sources/cpi/metadata.json | 2 +- .../vacancies/growth_key_youth_sectors.csv | 4 +- .../vacancies/growth_wanted_youth_sectors.csv | 4 +- src/_data/sources/vacancies/headlines.csv | 6 +- src/_data/sources/vacancies/metadata.json | 2 +- .../sources/vacancies/monthly_vacancies.csv | 12 +- .../quarterly_growth_all_sectors.csv | 18 +- .../sources/vacancies/quarterly_vacancies.csv | 5 +- .../visualisation/cpi_summary_barchart.yml | 6 +- src/dashboard/labour-market/_data/latest.json | 4 +- src/dashboard/vacancies/_data/latest.json | 4 +- .../employment/_data/view/claimants_16_24.csv | 914 +++++++-------- .../_data/view/claimants_16_plus.csv | 1004 ++++++++--------- working/output/labour-market-prepare.ipynb | 178 +-- working/output/neet-transform.ipynb | 214 ++-- working/output/vacancies-transform.ipynb | 99 +- working/upstream/census-employment-status.dvc | 4 +- .../claimants-per-population-latest.csv.dvc | 6 +- ...ur-market_most_recent_by_pcon_2010.csv.dvc | 4 +- working/upstream/lms-codes.csv.dvc | 8 +- working/upstream/lms.csv.dvc | 8 +- working/upstream/metadata.csv.dvc | 6 +- working/upstream/mm23-codes.dvc | 6 +- working/upstream/mm23.csv.dvc | 8 +- working/upstream/neet-codes.csv.dvc | 4 +- working/upstream/neet-factors.csv.dvc | 4 +- working/upstream/neet.csv.dvc | 4 +- working/upstream/unem-codes.csv.dvc | 8 +- working/upstream/unem.csv.dvc | 8 +- .../vacancies-growth-by-sector.csv.dvc | 8 +- 43 files changed, 1501 insertions(+), 1475 deletions(-) diff --git a/data/cpi/indicator.csv b/data/cpi/indicator.csv index ef56b724..10395977 100644 --- a/data/cpi/indicator.csv +++ b/data/cpi/indicator.csv @@ -1,4 +1,4 @@ sector,indicator,sign -monthly_pct_change,an increase,+ -quarterly_pct_change,a decrease,+ +monthly_pct_change,a decrease, +quarterly_pct_change,an increase,+ yearly_pct_change,a decrease,+ diff --git a/data/cpi/transformed_cpi.csv b/data/cpi/transformed_cpi.csv index 7dac618b..62228811 100644 --- a/data/cpi/transformed_cpi.csv +++ b/data/cpi/transformed_cpi.csv @@ -5576,3 +5576,16 @@ date,freq,variable,value 2023-09-01,m,D7C5,131.7 2023-09-01,m,D7C6,140.2 2023-09-01,m,D7C7,117.4 +2023-10-01,m,D7BT,132.0 +2023-10-01,m,D7BU,134.0 +2023-10-01,m,D7BV,140.6 +2023-10-01,m,D7BW,120.5 +2023-10-01,m,D7BX,136.6 +2023-10-01,m,D7BY,126.7 +2023-10-01,m,D7BZ,128.7 +2023-10-01,m,D7C2,136.1 +2023-10-01,m,D7C3,129.8 +2023-10-01,m,D7C4,127.3 +2023-10-01,m,D7C5,135.2 +2023-10-01,m,D7C6,140.2 +2023-10-01,m,D7C7,117.8 diff --git a/data/vacancies/vacancies_by_date.csv b/data/vacancies/vacancies_by_date.csv index c78df208..453c102b 100644 --- a/data/vacancies/vacancies_by_date.csv +++ b/data/vacancies/vacancies_by_date.csv @@ -350,7 +350,7 @@ AP2Y,1241.0,2021-10-01,q AP2Y,1214.0,2021-10-01,m AP2Y,1241.0,2021-11-01,m AP2Y,1264.0,2021-12-01,m -AP2Y,1252.0,2022-01-01,a +AP2Y,1254.0,2022-01-01,a AP2Y,1293.0,2022-01-01,q AP2Y,1281.0,2022-01-01,m AP2Y,1293.0,2022-02-01,m @@ -359,10 +359,10 @@ AP2Y,1299.0,2022-04-01,q AP2Y,1302.0,2022-04-01,m AP2Y,1299.0,2022-05-01,m AP2Y,1275.0,2022-06-01,m -AP2Y,1232.0,2022-07-01,q +AP2Y,1244.0,2022-07-01,q AP2Y,1257.0,2022-07-01,m -AP2Y,1232.0,2022-08-01,m -AP2Y,1207.0,2022-09-01,m +AP2Y,1244.0,2022-08-01,m +AP2Y,1214.0,2022-09-01,m AP2Y,1151.0,2022-10-01,q AP2Y,1171.0,2022-10-01,m AP2Y,1151.0,2022-11-01,m @@ -371,8 +371,11 @@ AP2Y,1119.0,2023-01-01,q AP2Y,1130.0,2023-01-01,m AP2Y,1119.0,2023-02-01,m AP2Y,1085.0,2023-03-01,m -AP2Y,1031.0,2023-04-01,q +AP2Y,1032.0,2023-04-01,q AP2Y,1052.0,2023-04-01,m -AP2Y,1031.0,2023-05-01,m -AP2Y,1017.0,2023-06-01,m -AP2Y,989.0,2023-07-01,m +AP2Y,1032.0,2023-05-01,m +AP2Y,1015.0,2023-06-01,m +AP2Y,981.0,2023-07-01,q +AP2Y,993.0,2023-07-01,m +AP2Y,981.0,2023-08-01,m +AP2Y,957.0,2023-09-01,m diff --git a/scripts/cpi/dvc.lock b/scripts/cpi/dvc.lock index 1048c116..1525824a 100644 --- a/scripts/cpi/dvc.lock +++ b/scripts/cpi/dvc.lock @@ -13,12 +13,12 @@ stages: size: 5215 - path: src/_data/sources/cpi/cpi_all_category_bar_chart.csv hash: md5 - md5: c74a0247c54042aad84e255badad6194 - size: 574 + md5: c5b98934ac236407527fb11f73ea6e2e + size: 572 - path: src/_data/sources/cpi/cpi_barchart.csv hash: md5 - md5: f6eb0e10f3386dbb372338171a693467 - size: 239 + md5: e67e7966f7f7dc68730e54581eefdac4 + size: 241 transform: cmd: PYTHONPATH=. python3 scripts/cpi/transform.py deps: @@ -32,61 +32,61 @@ stages: size: 1564 - path: working/upstream/mm23.csv hash: md5 - md5: afb1f1e30c8a7c31860a61e225238bf1 - size: 24963991 + md5: fdcdca24563c5119a3143d46aed1e332 + size: 25027767 outs: - path: data/cpi/transformed_cpi.csv hash: md5 - md5: e0af0b0a1a92c087d7cc130d17937da5 - size: 130041 + md5: b4e08e80859b907fa49a89659a9ec7ab + size: 130353 prepare: cmd: PYTHONPATH=. python3 scripts/cpi/prepare.py deps: - path: data/cpi/transformed_cpi.csv hash: md5 - md5: e0af0b0a1a92c087d7cc130d17937da5 - size: 130041 + md5: b4e08e80859b907fa49a89659a9ec7ab + size: 130353 - path: scripts/cpi/prepare.py hash: md5 md5: baa430f643d94e5596d409b15e943900 size: 8605 - path: working/upstream/metadata.csv hash: md5 - md5: e422fe1a3a9f3c565d25d36ebbac87ed + md5: 0a4ec3182c92e88a897711ff9f023660 size: 160 - path: working/upstream/mm23-codes.csv hash: md5 - md5: bbba48be64a41a9f3f9118c0c9e875d5 + md5: 04007528eeee2bcd2e76e101729d658d size: 402086 outs: - path: data/cpi/indicator.csv hash: md5 - md5: dadcba910792fc6794b947879b2688ee - size: 120 + md5: 93b28dc7fde46f8ef1ff932d65c1b4e3 + size: 119 - path: src/_data/sources/cpi/cpi_all_category_bar_chart.csv hash: md5 - md5: c74a0247c54042aad84e255badad6194 - size: 574 + md5: c5b98934ac236407527fb11f73ea6e2e + size: 572 - path: src/_data/sources/cpi/cpi_barchart.csv hash: md5 - md5: f6eb0e10f3386dbb372338171a693467 - size: 239 + md5: e67e7966f7f7dc68730e54581eefdac4 + size: 241 - path: src/_data/sources/cpi/cpi_linechart.csv hash: md5 - md5: 5f7170a2c2e83451e131c15a96894fff - size: 15109 + md5: 5245332c128c3929b72d07c9cdd0e3f4 + size: 15118 - path: src/_data/sources/cpi/cpi_summary_barchart.csv hash: md5 - md5: 4da82b93391365c279b7e1e39fc4a1d2 - size: 138 + md5: 3d0806653ce01936aa1ad7a0234e3be6 + size: 167 - path: src/_data/sources/cpi/headlines.csv hash: md5 - md5: ac4edd29899fa2bcacb53d8720f26f6c - size: 319 + md5: d529288d34c23ac683e7b0aa4512b406 + size: 321 - path: src/_data/sources/cpi/metadata.json hash: md5 - md5: dcdd090488eb7ae724b5ed1515b33056 - size: 64 + md5: 2f3242c2c98f8b8d7da2a35f473e176f + size: 65 extract: cmd: PYTHONPATH=. python3 scripts/cpi/extract.py deps: diff --git a/scripts/labour-market/dvc.lock b/scripts/labour-market/dvc.lock index 5049738b..d14177b0 100644 --- a/scripts/labour-market/dvc.lock +++ b/scripts/labour-market/dvc.lock @@ -13,8 +13,8 @@ stages: size: 628 - path: working/upstream/lms.csv hash: md5 - md5: 72d52598a0ba79effd075f9f66180a4d - size: 17934704 + md5: 9064ed42556d22c218b241542428af1b + size: 17944847 outs: - path: data/labour-market/monthly-rolling.csv hash: md5 @@ -34,7 +34,7 @@ stages: nfiles: 6 - path: ../../working/upstream/metadata.csv hash: md5 - md5: e422fe1a3a9f3c565d25d36ebbac87ed + md5: 0a4ec3182c92e88a897711ff9f023660 size: 160 - path: config.py hash: md5 @@ -71,5 +71,5 @@ stages: size: 1942 - path: ../../src/dashboard/labour-market/_data/latest.json hash: md5 - md5: a923981e1bb1ee513b7a1639a3ffca23 + md5: 2c884ea3c6ccfb0cfe7439d1020461a2 size: 537 diff --git a/scripts/maps/dvc.lock b/scripts/maps/dvc.lock index d9681acc..49dd6205 100644 --- a/scripts/maps/dvc.lock +++ b/scripts/maps/dvc.lock @@ -13,7 +13,7 @@ stages: size: 2565260 - path: working/upstream/claimants-per-population-latest.csv hash: md5 - md5: 1116778e91764eaad83417a861b6f126 + md5: d1e6436f706d90134c6a1e092174960e size: 93687 - path: working/upstream/labour-market_most_recent_by_pcon_2010.csv hash: md5 @@ -22,6 +22,6 @@ stages: outs: - path: src/maps/employment/_data/view hash: md5 - md5: 7217e470026c017d5bfede14628452ca.dir - size: 186391 + md5: cf80caec3b0eab4598c6283cdc8e6f00.dir + size: 186398 nfiles: 10 diff --git a/scripts/neet/dvc.lock b/scripts/neet/dvc.lock index 66f3720e..adbf51f5 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: e422fe1a3a9f3c565d25d36ebbac87ed + md5: 0a4ec3182c92e88a897711ff9f023660 size: 160 - path: ../../working/upstream/neet.csv hash: md5 diff --git a/scripts/vacancies/dvc.lock b/scripts/vacancies/dvc.lock index 0f2968a5..b2ba20bc 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: c46743c18e82087bb902fd660b2d5ada - size: 9102 + md5: 196b49da775b32bba20cb23aa5898559 + size: 9174 - path: scripts/util/metadata.py hash: md5 md5: cfc702d76a3920af615dbbf1a9408cfd @@ -17,17 +17,17 @@ stages: size: 5836 - path: working/upstream/metadata.csv hash: md5 - md5: e422fe1a3a9f3c565d25d36ebbac87ed + md5: 0a4ec3182c92e88a897711ff9f023660 size: 160 - path: working/upstream/vacancies-growth-by-sector.csv hash: md5 - md5: 575abea84733e2c724958f2c8771fcf0 - size: 1999 + md5: 49a5a3290b57b5ddadcae4cbda7a5f58 + size: 1803 outs: - path: src/_data/sources/vacancies/ hash: md5 - md5: b5fc1645ee8e2608f171dae0d7716d37.dir - size: 20310 + md5: 438c95a779229cdff07229b632625a36.dir + size: 20489 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: b08d4dba89fdbe5271e40f25178cd7e3 - size: 35427 + md5: 1562b3ff0238d6212747e3f236b422c0 + size: 35744 - path: ../../working/upstream/unem.csv hash: md5 - md5: 985ee5bc4ee9d4458b321d5790ccac5c - size: 3641836 + md5: 080ba758467b2f3ff4e109c9b346fe26 + size: 3654830 - path: transform.ipynb hash: md5 md5: 9ad3d7e68c06102c0196aa068faabfc2 @@ -58,5 +58,5 @@ stages: outs: - path: ../../data/vacancies/vacancies_by_date.csv hash: md5 - md5: c46743c18e82087bb902fd660b2d5ada - size: 9102 + md5: 196b49da775b32bba20cb23aa5898559 + size: 9174 diff --git a/src/_data/sources/cpi/cpi_all_category_bar_chart.csv b/src/_data/sources/cpi/cpi_all_category_bar_chart.csv index b8cbad37..60fec8d0 100644 --- a/src/_data/sources/cpi/cpi_all_category_bar_chart.csv +++ b/src/_data/sources/cpi/cpi_all_category_bar_chart.csv @@ -1,14 +1,14 @@ sector,monthly_pct_change,quarterly_pct_change,yearly_pct_change -All CPI Categories,0.53,0.38,6.62 -Food & non-alcoholic beverages,-0.15,0.3,12.15 -Alcoholic beverages & tobacco,0.93,2.85,11.21 -Clothing & footwear,2.93,2.22,6.98 -"Housing, water, electricity, gas & other fuels",0.29,-3.53,6.91 -"Furniture, household equipment & maintenance",0.08,-1.02,3.6 -Health,0.55,1.98,8.26 -Transport,-0.22,1.41,0.74 -Communication,-0.08,-2.2,8.05 -Recreation & culture,0.64,1.12,6.04 -Education,1.78,1.78,4.11 -Restaurants & hotels,0.86,1.59,8.6 -Miscellaneous goods & services,0.17,0.69,5.29 +All CPI Categories,0.0,0.84,4.6 +Food & non-alcoholic beverages,0.15,0.37,10.11 +Alcoholic beverages & tobacco,-0.21,2.18,10.97 +Clothing & footwear,0.84,5.33,6.17 +"Housing, water, electricity, gas & other fuels",-1.94,-1.37,-3.53 +"Furniture, household equipment & maintenance",0.08,0.4,3.09 +Health,0.16,1.42,7.97 +Transport,-0.22,-0.22,0.52 +Communication,0.7,1.01,8.08 +Recreation & culture,0.71,1.6,6.35 +Education,2.66,4.48,4.48 +Restaurants & hotels,0.0,0.72,7.52 +Miscellaneous goods & services,0.34,0.94,5.18 diff --git a/src/_data/sources/cpi/cpi_barchart.csv b/src/_data/sources/cpi/cpi_barchart.csv index 95d13174..830f3db2 100644 --- a/src/_data/sources/cpi/cpi_barchart.csv +++ b/src/_data/sources/cpi/cpi_barchart.csv @@ -1,5 +1,5 @@ sector,monthly_pct_change,quarterly_pct_change,yearly_pct_change -Food & non-alcoholic beverages,-0.15,0.3,12.15 -Transport,-0.22,1.41,0.74 -"Housing, water, electricity, gas & other fuels",0.29,-3.53,6.91 -Recreation & culture,0.64,1.12,6.04 +Food & non-alcoholic beverages,0.15,0.37,10.11 +Transport,-0.22,-0.22,0.52 +"Housing, water, electricity, gas & other fuels",-1.94,-1.37,-3.53 +Recreation & culture,0.71,1.6,6.35 diff --git a/src/_data/sources/cpi/cpi_linechart.csv b/src/_data/sources/cpi/cpi_linechart.csv index b75217b0..75969c41 100644 --- a/src/_data/sources/cpi/cpi_linechart.csv +++ b/src/_data/sources/cpi/cpi_linechart.csv @@ -1,121 +1,121 @@ index,date,cpi_index_00_all_items_2015_100,cpi_index_01_food_and_non_alcoholic_beverages_2015_100,cpi_index_02_alcoholic_beverages_tobacco_&_narcotics_2015_100,cpi_index_03_clothing_and_footwear_2015_100,cpi_index_04_housing_water_and_fuels_2015_100,cpi_index_05_furn_hh_equip_&_routine_repair_of_house_2015_100,cpi_index_06_health_2015_100,cpi_index_07_transport_2015_100,cpi_index_08_communication_2015_100,cpi_index_09_recreation_&_culture_2015_100,cpi_index_10_education_2015_100,cpi_index_11_hotels_cafes_and_restaurants_2015_100,cpi_index_12_miscellaneous_goods_and_services_2015_100,named_date,date_axis_label,Youth-focused average -0,2013-10-01,99.1,103.4,95.0,102.3,96.8,99.4,96.2,101.1,98.0,99.9,89.8,96.6,100.0,Oct 2013,Oct\n2013,100.9 -1,2013-11-01,99.2,103.4,95.0,103.0,96.8,99.4,96.2,100.5,97.8,100.4,89.8,96.7,100.2,Nov 2013,Nov\n2013,100.925 -2,2013-12-01,99.6,103.8,93.8,102.1,99.0,101.1,96.3,101.5,98.2,99.9,89.8,96.7,100.0,Dec 2013,Dec\n2013,101.6 -3,2014-01-01,99.0,103.9,96.7,96.6,98.9,98.0,96.9,100.9,98.7,99.4,89.8,96.6,99.7,Jan 2014,Jan\n2014,100.07499999999999 -4,2014-02-01,99.5,104.5,95.8,97.7,98.9,100.4,97.3,101.2,98.9,100.3,89.8,97.0,100.0,Feb 2014,Feb\n2014,100.575 -5,2014-03-01,99.7,103.9,96.1,99.4,98.8,100.7,97.5,101.2,99.1,100.7,89.8,97.4,100.3,Mar 2014,Mar\n2014,100.825 -6,2014-04-01,100.1,103.4,96.9,100.4,99.4,99.8,98.2,103.2,99.0,100.6,89.8,97.6,99.9,Apr 2014,Apr\n2014,101.60000000000001 -7,2014-05-01,100.0,102.3,98.4,100.3,99.4,100.3,98.3,102.5,98.5,101.0,89.8,97.9,99.8,May 2014,May\n2014,101.125 -8,2014-06-01,100.2,102.4,98.4,100.9,99.5,100.5,98.3,103.0,98.4,100.9,89.8,98.3,99.7,Jun 2014,Jun\n2014,101.45 -9,2014-07-01,99.9,102.2,97.7,95.1,99.8,99.0,98.5,104.4,98.5,100.7,89.8,98.7,99.2,Jul 2014,Jul\n2014,100.375 -10,2014-08-01,100.2,102.0,98.7,97.6,99.8,100.0,99.0,105.2,98.4,100.6,89.8,98.5,99.4,Aug 2014,Aug\n2014,101.14999999999999 -11,2014-09-01,100.3,101.8,99.3,101.5,99.9,100.6,98.7,102.7,98.5,100.5,91.5,98.7,99.7,Sep 2014,Sep\n2014,101.47500000000001 -12,2014-10-01,100.4,101.9,100.0,102.1,100.0,99.5,98.4,101.5,98.6,101.0,98.7,99.0,99.6,Oct 2014,Oct\n2014,101.375 -13,2014-11-01,100.1,101.7,98.8,102.8,100.0,99.6,98.1,100.3,98.3,100.7,98.7,99.0,99.5,Nov 2014,Nov\n2014,101.2 -14,2014-12-01,100.1,102.0,98.5,101.7,100.0,101.2,98.3,100.1,98.9,100.5,98.7,99.0,99.4,Dec 2014,Dec\n2014,100.94999999999999 -15,2015-01-01,99.3,101.3,99.9,98.0,99.9,98.7,99.0,98.1,98.9,99.6,98.7,98.9,99.3,Jan 2015,Jan\n2015,99.32500000000002 -16,2015-02-01,99.5,101.0,99.5,99.3,99.8,100.1,99.1,98.5,99.7,99.5,98.7,99.1,99.6,Feb 2015,Feb\n2015,99.65 -17,2015-03-01,99.7,100.9,99.3,99.2,99.5,100.5,99.5,99.2,99.9,100.0,98.7,99.3,99.8,Mar 2015,Mar\n2015,99.7 -18,2015-04-01,99.9,100.5,99.8,99.9,99.9,99.3,100.2,100.3,99.9,100.1,98.7,99.6,99.8,Apr 2015,Apr\n2015,100.15 -19,2015-05-01,100.1,100.4,100.5,100.5,99.9,99.8,100.5,100.9,99.7,100.0,98.7,99.8,99.6,May 2015,May\n2015,100.42500000000001 -20,2015-06-01,100.2,100.2,100.7,100.1,99.9,100.2,99.9,101.1,99.5,99.9,98.7,100.2,99.8,Jun 2015,Jun\n2015,100.32500000000002 -21,2015-07-01,100.0,99.5,99.6,96.7,100.2,98.7,100.8,102.3,99.7,100.1,98.7,100.3,99.9,Jul 2015,Jul\n2015,99.675 -22,2015-08-01,100.3,99.5,100.7,98.2,100.2,100.4,100.7,102.4,99.5,99.7,98.7,100.3,100.3,Aug 2015,Aug\n2015,100.07499999999999 -23,2015-09-01,100.2,99.5,100.7,100.9,100.0,101.1,100.7,99.9,99.9,99.7,99.9,100.5,100.3,Sep 2015,Sep\n2015,100.07499999999999 -24,2015-10-01,100.3,99.1,100.3,102.9,100.2,100.2,100.0,98.9,100.5,100.6,103.4,100.6,100.4,Oct 2015,Oct\n2015,100.275 -25,2015-11-01,100.3,99.2,100.1,102.8,100.3,100.0,99.8,98.2,101.1,100.6,103.4,100.8,100.7,Nov 2015,Nov\n2015,100.125 -26,2015-12-01,100.3,99.0,98.8,101.5,100.3,101.0,99.8,100.0,101.5,100.3,103.4,100.7,100.5,Dec 2015,Dec\n2015,100.2 -27,2016-01-01,99.5,98.6,101.2,98.3,100.2,98.7,101.1,97.5,101.0,99.5,103.4,100.4,100.7,Jan 2016,Jan\n2016,98.64999999999999 -28,2016-02-01,99.8,98.8,100.6,99.6,100.1,100.3,101.1,97.5,101.8,99.4,103.4,100.9,100.8,Feb 2016,Feb\n2016,99.0 -29,2016-03-01,100.2,98.1,100.3,100.6,99.9,101.1,101.3,99.1,101.4,99.7,103.4,101.4,100.8,Mar 2016,Mar\n2016,99.42500000000001 -30,2016-04-01,100.2,98.0,101.1,100.3,99.8,99.5,102.2,99.0,101.6,100.5,103.4,101.9,100.8,Apr 2016,Apr\n2016,99.275 -31,2016-05-01,100.4,97.6,101.5,100.1,99.9,100.0,102.4,99.9,102.5,100.1,103.4,102.4,100.9,May 2016,May\n2016,99.375 -32,2016-06-01,100.6,97.2,101.1,99.4,100.0,99.6,102.6,100.9,103.1,100.8,103.4,102.6,100.9,Jun 2016,Jun\n2016,99.375 -33,2016-07-01,100.6,96.9,101.4,96.0,100.1,98.0,102.6,102.6,103.4,100.7,103.4,103.0,100.8,Jul 2016,Jul\n2016,98.9 -34,2016-08-01,100.9,97.3,102.1,97.0,100.2,99.3,102.7,103.5,103.6,100.4,103.4,102.6,101.1,Aug 2016,Aug\n2016,99.5 -35,2016-09-01,101.1,97.3,102.5,102.0,100.3,99.7,103.0,101.1,103.5,100.5,105.7,103.4,101.6,Sep 2016,Sep\n2016,100.17500000000001 -36,2016-10-01,101.2,96.8,102.4,102.3,100.5,100.2,102.0,101.1,103.7,100.8,107.9,103.3,101.6,Oct 2016,Oct\n2016,100.17500000000001 -37,2016-11-01,101.4,97.2,101.8,103.7,100.5,100.8,102.1,100.7,103.8,101.2,107.9,103.5,101.8,Nov 2016,Nov\n2016,100.52499999999999 -38,2016-12-01,101.9,97.9,101.3,102.7,100.7,101.7,102.2,103.7,103.2,101.2,107.9,103.5,101.5,Dec 2016,Dec\n2016,101.25 -39,2017-01-01,101.4,98.1,103.6,98.3,100.8,99.1,103.1,103.0,103.1,100.4,107.9,103.4,101.6,Jan 2017,Jan\n2017,100.05 -40,2017-02-01,102.1,98.9,103.5,99.5,100.9,101.5,103.5,104.2,104.1,100.9,107.9,104.2,101.9,Feb 2017,Feb\n2017,100.875 -41,2017-03-01,102.5,99.3,105.2,101.6,101.0,102.2,103.5,103.7,104.2,101.3,107.9,104.4,102.6,Mar 2017,Mar\n2017,101.39999999999999 -42,2017-04-01,102.9,99.5,105.6,102.7,101.4,101.2,104.6,105.3,103.3,101.5,107.9,105.0,102.5,Apr 2017,Apr\n2017,102.22500000000001 -43,2017-05-01,103.3,99.6,106.5,103.2,102.0,102.4,104.9,104.6,103.9,102.5,107.9,105.6,102.6,May 2017,May\n2017,102.35 -44,2017-06-01,103.3,99.4,106.3,102.1,102.0,102.8,105.0,104.6,104.6,102.3,107.9,105.9,102.7,Jun 2017,Jun\n2017,102.025 -45,2017-07-01,103.2,99.4,106.6,99.1,102.3,101.7,105.4,105.7,104.2,102.1,107.9,106.2,102.7,Jul 2017,Jul\n2017,101.625 -46,2017-08-01,103.8,99.4,106.7,101.5,102.4,103.5,105.4,106.8,105.9,102.3,107.9,106.3,103.0,Aug 2017,Aug\n2017,102.525 -47,2017-09-01,104.1,100.2,106.9,105.4,102.4,103.7,105.4,105.3,105.6,103.0,108.8,106.6,103.0,Sep 2017,Sep\n2017,103.325 -48,2017-10-01,104.2,100.6,106.8,105.5,102.8,103.3,105.4,105.2,105.4,103.6,110.9,106.5,102.5,Oct 2017,Oct\n2017,103.52499999999999 -49,2017-11-01,104.6,101.1,106.4,106.8,102.9,103.6,105.5,105.3,105.7,104.3,110.9,106.8,102.4,Nov 2017,Nov\n2017,104.02499999999999 -50,2017-12-01,104.9,101.8,107.0,105.8,103.0,105.0,105.6,107.6,104.3,103.9,110.9,106.7,102.3,Dec 2017,Dec\n2017,104.55000000000001 -51,2018-01-01,104.4,101.7,109.4,101.7,103.1,102.2,106.2,106.5,104.4,103.7,110.9,106.6,102.4,Jan 2018,Jan\n2018,103.25 -52,2018-02-01,104.9,101.9,109.4,103.4,103.1,104.9,106.3,107.1,103.8,104.0,110.9,106.7,102.7,Feb 2018,Feb\n2018,103.875 -53,2018-03-01,105.0,102.3,108.9,104.1,103.2,104.8,106.4,106.8,103.9,104.6,110.9,107.1,102.5,Mar 2018,Mar\n2018,104.1 -54,2018-04-01,105.4,102.1,109.8,104.5,103.5,103.9,107.5,107.9,104.3,105.0,110.9,107.9,102.5,Apr 2018,Apr\n2018,104.5 -55,2018-05-01,105.8,101.9,110.8,104.7,103.5,104.6,107.4,109.5,104.6,105.2,110.9,108.3,102.6,May 2018,May\n2018,104.9 -56,2018-06-01,105.8,101.4,110.6,102.5,104.2,104.9,107.6,110.4,105.3,104.7,110.9,108.6,102.5,Jun 2018,Jun\n2018,104.625 -57,2018-07-01,105.8,101.7,110.3,98.7,104.6,103.0,107.7,111.8,105.9,105.3,110.9,108.8,101.7,Jul 2018,Jul\n2018,104.2 -58,2018-08-01,106.5,101.9,111.1,101.8,104.7,104.2,108.0,113.3,106.3,105.9,110.9,108.9,102.3,Aug 2018,Aug\n2018,105.425 -59,2018-09-01,106.6,101.7,111.2,104.9,105.2,104.2,108.2,111.2,106.6,106.2,112.0,109.3,102.6,Sep 2018,Sep\n2018,105.75 -60,2018-10-01,106.7,101.5,111.1,104.4,105.8,104.1,107.9,110.8,107.4,106.9,114.4,109.1,102.5,Oct 2018,Oct\n2018,105.625 -61,2018-11-01,107.0,101.6,112.5,106.0,105.8,104.3,107.8,110.4,107.4,107.0,114.4,109.7,102.7,Nov 2018,Nov\n2018,105.94999999999999 -62,2018-12-01,107.1,102.5,111.3,104.9,105.8,105.4,108.0,111.3,107.3,106.8,114.4,110.0,102.4,Dec 2018,Dec\n2018,106.125 -63,2019-01-01,106.3,102.6,114.0,100.4,104.2,103.2,108.6,109.9,107.6,106.7,114.4,109.3,102.6,Jan 2019,Jan\n2019,104.275 -64,2019-02-01,106.8,103.0,115.0,101.3,104.3,105.2,108.8,110.4,107.5,107.2,114.4,109.5,102.9,Feb 2019,Feb\n2019,104.75 -65,2019-03-01,107.0,103.1,114.6,102.4,104.4,105.4,109.1,110.3,107.7,107.4,114.4,110.0,103.1,Mar 2019,Mar\n2019,105.05 -66,2019-04-01,107.6,102.8,114.1,102.5,107.0,104.1,110.0,112.9,109.1,106.6,114.4,110.5,103.4,Apr 2019,Apr\n2019,106.30000000000001 -67,2019-05-01,107.9,102.9,114.4,103.0,107.1,105.2,110.1,112.5,109.8,107.1,114.4,111.4,103.7,May 2019,May\n2019,106.375 -68,2019-06-01,107.9,103.1,114.7,102.0,107.1,105.9,110.4,113.0,109.9,106.7,114.4,111.3,103.5,Jun 2019,Jun\n2019,106.3 -69,2019-07-01,107.9,103.1,114.5,99.1,107.1,104.1,110.5,113.4,109.9,107.8,114.4,112.2,103.4,Jul 2019,Jul\n2019,105.67499999999998 -70,2019-08-01,108.4,103.7,114.7,100.9,107.2,105.0,110.6,114.9,110.2,107.1,114.4,112.0,104.1,Aug 2019,Aug\n2019,106.67500000000001 -71,2019-09-01,108.5,103.5,114.5,103.9,107.2,106.2,111.0,111.9,110.9,107.7,115.6,112.8,104.4,Sep 2019,Sep\n2019,106.625 -72,2019-10-01,108.3,102.8,114.9,104.9,106.1,105.0,110.6,111.7,111.0,108.1,117.5,112.5,104.4,Oct 2019,Oct\n2019,106.37499999999999 -73,2019-11-01,108.5,103.7,114.7,106.0,106.2,105.5,111.0,111.4,111.0,108.6,117.5,112.3,104.7,Nov 2019,Nov\n2019,106.82499999999999 -74,2019-12-01,108.5,104.3,113.1,104.0,106.2,106.9,111.0,112.1,111.9,108.4,117.5,111.8,104.7,Dec 2019,Dec\n2019,106.65 -75,2020-01-01,108.2,104.1,115.7,100.6,106.3,103.5,111.7,112.0,112.1,108.3,117.5,111.7,105.0,Jan 2020,Jan\n2020,105.75 -76,2020-02-01,108.6,104.3,115.8,101.5,106.2,105.3,112.1,112.4,112.4,108.7,117.5,112.3,105.4,Feb 2020,Feb\n2020,106.1 -77,2020-03-01,108.6,104.5,116.2,101.2,106.2,105.4,112.6,111.8,113.1,108.9,117.5,112.4,105.6,Mar 2020,Mar\n2020,105.925 -78,2020-04-01,108.5,104.2,117.0,99.5,105.7,103.7,112.4,111.8,113.6,109.3,117.5,113.2,104.7,Apr 2020,Apr\n2020,105.3 -79,2020-05-01,108.5,104.8,117.4,99.8,105.8,104.4,110.9,110.6,114.2,109.2,117.5,113.6,104.9,May 2020,May\n2020,105.25 -80,2020-06-01,108.6,104.2,117.1,99.7,105.9,105.3,112.7,111.2,114.2,109.5,117.5,113.3,104.9,Jun 2020,Jun\n2020,105.25 -81,2020-07-01,109.1,103.9,117.5,99.0,106.2,104.9,114.0,112.6,114.7,110.6,117.5,114.2,104.9,Jul 2020,Jul\n2020,105.42500000000001 -82,2020-08-01,108.6,104.1,116.9,99.5,106.3,105.5,113.4,113.8,114.7,110.1,117.5,108.8,105.1,Aug 2020,Aug\n2020,105.925 -83,2020-09-01,109.1,103.4,117.0,102.4,106.3,105.6,113.3,113.0,114.7,110.3,117.9,112.1,105.1,Sep 2020,Sep\n2020,106.275 -84,2020-10-01,109.1,103.4,117.2,104.9,104.7,105.2,113.0,113.1,114.7,110.3,120.0,111.9,105.2,Oct 2020,Oct\n2020,106.525 -85,2020-11-01,108.9,103.1,117.0,102.1,104.7,105.2,112.9,112.5,114.8,110.7,120.0,112.8,105.1,Nov 2020,Nov\n2020,105.6 -86,2020-12-01,109.2,102.8,117.1,102.2,104.9,106.2,112.3,114.2,114.8,111.2,120.0,111.9,105.2,Dec 2020,Dec\n2020,106.02499999999999 -87,2021-01-01,109.0,103.4,119.4,97.2,105.0,104.5,112.9,114.3,114.5,111.1,120.0,112.9,105.3,Jan 2021,Jan\n2021,104.97500000000001 -88,2021-02-01,109.1,103.6,119.0,95.7,105.1,106.2,112.5,115.2,114.5,111.1,120.0,113.3,105.3,Feb 2021,Feb\n2021,104.89999999999999 -89,2021-03-01,109.4,103.0,118.9,97.2,105.2,107.0,112.8,115.9,114.9,111.3,120.0,113.5,105.7,Mar 2021,Mar\n2021,105.32499999999999 -90,2021-04-01,110.1,103.8,119.5,99.6,107.6,106.5,114.1,117.2,116.9,110.1,120.0,114.3,105.2,Apr 2021,Apr\n2021,107.05 -91,2021-05-01,110.8,103.5,119.3,101.9,107.7,107.4,113.9,117.6,116.7,111.4,120.0,115.7,105.9,May 2021,May\n2021,107.67500000000001 -92,2021-06-01,111.3,103.6,119.9,102.7,107.9,108.8,114.5,119.1,117.0,111.8,120.0,116.1,106.0,Jun 2021,Jun\n2021,108.32500000000002 -93,2021-07-01,111.3,103.3,119.3,100.6,108.1,108.0,114.9,121.3,116.3,111.4,120.0,116.6,105.8,Jul 2021,Jul\n2021,108.325 -94,2021-08-01,112.1,104.4,119.8,100.8,108.2,109.4,114.8,122.7,116.0,112.7,120.0,118.1,106.1,Aug 2021,Aug\n2021,109.02499999999999 -95,2021-09-01,112.4,104.2,120.1,103.0,108.4,110.4,114.7,122.4,116.4,113.3,121.3,117.7,106.2,Sep 2021,Sep\n2021,109.5 -96,2021-10-01,113.6,104.7,119.5,104.6,111.8,111.2,114.3,124.3,116.3,113.1,125.4,119.0,106.6,Oct 2021,Oct\n2021,111.35000000000001 -97,2021-11-01,114.5,105.7,122.6,105.7,112.0,111.7,114.4,126.5,116.1,114.3,125.4,118.7,106.6,Nov 2021,Nov\n2021,112.475 -98,2021-12-01,115.1,107.1,121.6,106.4,112.1,113.9,114.7,127.8,115.6,114.6,125.4,118.6,106.9,Dec 2021,Dec\n2021,113.35000000000001 -99,2022-01-01,114.9,107.8,123.2,103.3,112.5,113.3,115.4,127.3,115.7,114.3,125.4,118.1,107.1,Jan 2022,Jan\n2022,112.72500000000001 -100,2022-02-01,115.8,108.9,123.3,104.2,112.7,115.8,115.4,128.4,115.8,116.3,125.4,119.0,107.3,Feb 2022,Feb\n2022,113.55000000000001 -101,2022-03-01,117.1,109.0,124.6,106.8,113.3,118.0,115.6,131.5,115.7,116.8,125.4,121.3,107.7,Mar 2022,Mar\n2022,115.15 -102,2022-04-01,120.0,110.7,124.7,107.9,128.3,117.7,116.6,132.9,120.1,116.6,125.4,123.4,108.2,Apr 2022,Apr\n2022,119.95000000000002 -103,2022-05-01,120.8,112.4,125.3,109.0,128.6,119.0,116.0,133.8,119.9,117.0,125.4,124.4,109.0,May 2022,May\n2022,120.95 -104,2022-06-01,121.8,113.7,125.4,109.1,129.0,120.1,116.5,136.9,120.4,117.2,125.4,126.0,109.4,Jun 2022,Jun\n2022,122.17500000000001 -105,2022-07-01,122.5,116.3,125.8,107.3,129.7,118.8,116.5,139.2,120.0,117.6,125.4,127.0,110.1,Jul 2022,Jul\n2022,123.12499999999999 -106,2022-08-01,123.1,118.0,126.3,108.5,129.8,120.4,117.8,137.4,119.2,118.7,125.4,128.3,111.0,Aug 2022,Aug\n2022,123.42500000000001 -107,2022-09-01,123.8,119.3,126.7,111.7,130.3,122.2,118.7,135.4,119.3,119.2,126.5,129.1,111.5,Sep 2022,Sep\n2022,124.17500000000001 -108,2022-10-01,126.2,121.7,126.7,113.5,141.6,122.9,119.2,135.4,120.1,119.7,129.4,130.4,112.0,Oct 2022,Oct\n2022,128.04999999999998 -109,2022-11-01,126.7,123.1,127.5,113.6,141.7,123.6,119.9,135.7,119.1,120.4,129.4,130.8,112.4,Nov 2022,Nov\n2022,128.52499999999998 -110,2022-12-01,127.2,125.1,126.1,113.3,141.9,125.1,120.6,136.1,118.0,120.1,129.4,132.0,112.7,Dec 2022,Dec\n2022,129.1 -111,2023-01-01,126.4,125.8,129.5,109.8,142.6,123.7,122.7,131.3,118.5,120.0,129.4,130.8,113.4,Jan 2023,Jan\n2023,127.375 -112,2023-02-01,127.9,128.5,130.2,112.6,142.7,125.9,123.3,132.1,120.1,121.0,129.4,133.4,114.3,Feb 2023,Feb\n2023,128.975 -113,2023-03-01,128.9,129.9,131.2,114.4,142.8,127.5,123.8,132.6,120.0,122.2,129.4,135.0,114.9,Mar 2023,Mar\n2023,129.925 -114,2023-04-01,130.4,131.7,136.1,115.2,144.1,126.5,124.9,134.9,129.6,123.9,129.4,135.9,115.6,Apr 2023,Apr\n2023,131.475 -115,2023-05-01,131.3,132.9,136.9,116.7,144.3,127.9,125.6,135.4,130.8,124.7,129.4,137.3,116.3,May 2023,May\n2023,132.32500000000002 -116,2023-06-01,131.5,133.4,137.0,116.9,144.4,127.9,126.0,134.5,131.8,125.0,129.4,138.0,116.6,Jun 2023,Jun\n2023,132.3 -117,2023-07-01,130.9,133.5,137.6,114.4,138.5,126.2,126.9,136.4,128.5,125.3,129.4,139.2,116.7,Jul 2023,Jul\n2023,130.7 -118,2023-08-01,131.3,134.0,139.6,116.1,138.9,126.5,127.8,136.7,129.0,125.6,129.4,139.0,117.2,Aug 2023,Aug\n2023,131.425 -119,2023-09-01,132.0,133.8,140.9,119.5,139.3,126.6,128.5,136.4,128.9,126.4,131.7,140.2,117.4,Sep 2023,Sep\n2023,132.25 +0,2013-11-01,99.2,103.4,95.0,103.0,96.8,99.4,96.2,100.5,97.8,100.4,89.8,96.7,100.2,Nov 2013,Nov\n2013,100.925 +1,2013-12-01,99.6,103.8,93.8,102.1,99.0,101.1,96.3,101.5,98.2,99.9,89.8,96.7,100.0,Dec 2013,Dec\n2013,101.6 +2,2014-01-01,99.0,103.9,96.7,96.6,98.9,98.0,96.9,100.9,98.7,99.4,89.8,96.6,99.7,Jan 2014,Jan\n2014,100.07499999999999 +3,2014-02-01,99.5,104.5,95.8,97.7,98.9,100.4,97.3,101.2,98.9,100.3,89.8,97.0,100.0,Feb 2014,Feb\n2014,100.575 +4,2014-03-01,99.7,103.9,96.1,99.4,98.8,100.7,97.5,101.2,99.1,100.7,89.8,97.4,100.3,Mar 2014,Mar\n2014,100.825 +5,2014-04-01,100.1,103.4,96.9,100.4,99.4,99.8,98.2,103.2,99.0,100.6,89.8,97.6,99.9,Apr 2014,Apr\n2014,101.60000000000001 +6,2014-05-01,100.0,102.3,98.4,100.3,99.4,100.3,98.3,102.5,98.5,101.0,89.8,97.9,99.8,May 2014,May\n2014,101.125 +7,2014-06-01,100.2,102.4,98.4,100.9,99.5,100.5,98.3,103.0,98.4,100.9,89.8,98.3,99.7,Jun 2014,Jun\n2014,101.45 +8,2014-07-01,99.9,102.2,97.7,95.1,99.8,99.0,98.5,104.4,98.5,100.7,89.8,98.7,99.2,Jul 2014,Jul\n2014,100.375 +9,2014-08-01,100.2,102.0,98.7,97.6,99.8,100.0,99.0,105.2,98.4,100.6,89.8,98.5,99.4,Aug 2014,Aug\n2014,101.14999999999999 +10,2014-09-01,100.3,101.8,99.3,101.5,99.9,100.6,98.7,102.7,98.5,100.5,91.5,98.7,99.7,Sep 2014,Sep\n2014,101.47500000000001 +11,2014-10-01,100.4,101.9,100.0,102.1,100.0,99.5,98.4,101.5,98.6,101.0,98.7,99.0,99.6,Oct 2014,Oct\n2014,101.375 +12,2014-11-01,100.1,101.7,98.8,102.8,100.0,99.6,98.1,100.3,98.3,100.7,98.7,99.0,99.5,Nov 2014,Nov\n2014,101.2 +13,2014-12-01,100.1,102.0,98.5,101.7,100.0,101.2,98.3,100.1,98.9,100.5,98.7,99.0,99.4,Dec 2014,Dec\n2014,100.94999999999999 +14,2015-01-01,99.3,101.3,99.9,98.0,99.9,98.7,99.0,98.1,98.9,99.6,98.7,98.9,99.3,Jan 2015,Jan\n2015,99.32500000000002 +15,2015-02-01,99.5,101.0,99.5,99.3,99.8,100.1,99.1,98.5,99.7,99.5,98.7,99.1,99.6,Feb 2015,Feb\n2015,99.65 +16,2015-03-01,99.7,100.9,99.3,99.2,99.5,100.5,99.5,99.2,99.9,100.0,98.7,99.3,99.8,Mar 2015,Mar\n2015,99.7 +17,2015-04-01,99.9,100.5,99.8,99.9,99.9,99.3,100.2,100.3,99.9,100.1,98.7,99.6,99.8,Apr 2015,Apr\n2015,100.15 +18,2015-05-01,100.1,100.4,100.5,100.5,99.9,99.8,100.5,100.9,99.7,100.0,98.7,99.8,99.6,May 2015,May\n2015,100.42500000000001 +19,2015-06-01,100.2,100.2,100.7,100.1,99.9,100.2,99.9,101.1,99.5,99.9,98.7,100.2,99.8,Jun 2015,Jun\n2015,100.32500000000002 +20,2015-07-01,100.0,99.5,99.6,96.7,100.2,98.7,100.8,102.3,99.7,100.1,98.7,100.3,99.9,Jul 2015,Jul\n2015,99.675 +21,2015-08-01,100.3,99.5,100.7,98.2,100.2,100.4,100.7,102.4,99.5,99.7,98.7,100.3,100.3,Aug 2015,Aug\n2015,100.07499999999999 +22,2015-09-01,100.2,99.5,100.7,100.9,100.0,101.1,100.7,99.9,99.9,99.7,99.9,100.5,100.3,Sep 2015,Sep\n2015,100.07499999999999 +23,2015-10-01,100.3,99.1,100.3,102.9,100.2,100.2,100.0,98.9,100.5,100.6,103.4,100.6,100.4,Oct 2015,Oct\n2015,100.275 +24,2015-11-01,100.3,99.2,100.1,102.8,100.3,100.0,99.8,98.2,101.1,100.6,103.4,100.8,100.7,Nov 2015,Nov\n2015,100.125 +25,2015-12-01,100.3,99.0,98.8,101.5,100.3,101.0,99.8,100.0,101.5,100.3,103.4,100.7,100.5,Dec 2015,Dec\n2015,100.2 +26,2016-01-01,99.5,98.6,101.2,98.3,100.2,98.7,101.1,97.5,101.0,99.5,103.4,100.4,100.7,Jan 2016,Jan\n2016,98.64999999999999 +27,2016-02-01,99.8,98.8,100.6,99.6,100.1,100.3,101.1,97.5,101.8,99.4,103.4,100.9,100.8,Feb 2016,Feb\n2016,99.0 +28,2016-03-01,100.2,98.1,100.3,100.6,99.9,101.1,101.3,99.1,101.4,99.7,103.4,101.4,100.8,Mar 2016,Mar\n2016,99.42500000000001 +29,2016-04-01,100.2,98.0,101.1,100.3,99.8,99.5,102.2,99.0,101.6,100.5,103.4,101.9,100.8,Apr 2016,Apr\n2016,99.275 +30,2016-05-01,100.4,97.6,101.5,100.1,99.9,100.0,102.4,99.9,102.5,100.1,103.4,102.4,100.9,May 2016,May\n2016,99.375 +31,2016-06-01,100.6,97.2,101.1,99.4,100.0,99.6,102.6,100.9,103.1,100.8,103.4,102.6,100.9,Jun 2016,Jun\n2016,99.375 +32,2016-07-01,100.6,96.9,101.4,96.0,100.1,98.0,102.6,102.6,103.4,100.7,103.4,103.0,100.8,Jul 2016,Jul\n2016,98.9 +33,2016-08-01,100.9,97.3,102.1,97.0,100.2,99.3,102.7,103.5,103.6,100.4,103.4,102.6,101.1,Aug 2016,Aug\n2016,99.5 +34,2016-09-01,101.1,97.3,102.5,102.0,100.3,99.7,103.0,101.1,103.5,100.5,105.7,103.4,101.6,Sep 2016,Sep\n2016,100.17500000000001 +35,2016-10-01,101.2,96.8,102.4,102.3,100.5,100.2,102.0,101.1,103.7,100.8,107.9,103.3,101.6,Oct 2016,Oct\n2016,100.17500000000001 +36,2016-11-01,101.4,97.2,101.8,103.7,100.5,100.8,102.1,100.7,103.8,101.2,107.9,103.5,101.8,Nov 2016,Nov\n2016,100.52499999999999 +37,2016-12-01,101.9,97.9,101.3,102.7,100.7,101.7,102.2,103.7,103.2,101.2,107.9,103.5,101.5,Dec 2016,Dec\n2016,101.25 +38,2017-01-01,101.4,98.1,103.6,98.3,100.8,99.1,103.1,103.0,103.1,100.4,107.9,103.4,101.6,Jan 2017,Jan\n2017,100.05 +39,2017-02-01,102.1,98.9,103.5,99.5,100.9,101.5,103.5,104.2,104.1,100.9,107.9,104.2,101.9,Feb 2017,Feb\n2017,100.875 +40,2017-03-01,102.5,99.3,105.2,101.6,101.0,102.2,103.5,103.7,104.2,101.3,107.9,104.4,102.6,Mar 2017,Mar\n2017,101.39999999999999 +41,2017-04-01,102.9,99.5,105.6,102.7,101.4,101.2,104.6,105.3,103.3,101.5,107.9,105.0,102.5,Apr 2017,Apr\n2017,102.22500000000001 +42,2017-05-01,103.3,99.6,106.5,103.2,102.0,102.4,104.9,104.6,103.9,102.5,107.9,105.6,102.6,May 2017,May\n2017,102.35 +43,2017-06-01,103.3,99.4,106.3,102.1,102.0,102.8,105.0,104.6,104.6,102.3,107.9,105.9,102.7,Jun 2017,Jun\n2017,102.025 +44,2017-07-01,103.2,99.4,106.6,99.1,102.3,101.7,105.4,105.7,104.2,102.1,107.9,106.2,102.7,Jul 2017,Jul\n2017,101.625 +45,2017-08-01,103.8,99.4,106.7,101.5,102.4,103.5,105.4,106.8,105.9,102.3,107.9,106.3,103.0,Aug 2017,Aug\n2017,102.525 +46,2017-09-01,104.1,100.2,106.9,105.4,102.4,103.7,105.4,105.3,105.6,103.0,108.8,106.6,103.0,Sep 2017,Sep\n2017,103.325 +47,2017-10-01,104.2,100.6,106.8,105.5,102.8,103.3,105.4,105.2,105.4,103.6,110.9,106.5,102.5,Oct 2017,Oct\n2017,103.52499999999999 +48,2017-11-01,104.6,101.1,106.4,106.8,102.9,103.6,105.5,105.3,105.7,104.3,110.9,106.8,102.4,Nov 2017,Nov\n2017,104.02499999999999 +49,2017-12-01,104.9,101.8,107.0,105.8,103.0,105.0,105.6,107.6,104.3,103.9,110.9,106.7,102.3,Dec 2017,Dec\n2017,104.55000000000001 +50,2018-01-01,104.4,101.7,109.4,101.7,103.1,102.2,106.2,106.5,104.4,103.7,110.9,106.6,102.4,Jan 2018,Jan\n2018,103.25 +51,2018-02-01,104.9,101.9,109.4,103.4,103.1,104.9,106.3,107.1,103.8,104.0,110.9,106.7,102.7,Feb 2018,Feb\n2018,103.875 +52,2018-03-01,105.0,102.3,108.9,104.1,103.2,104.8,106.4,106.8,103.9,104.6,110.9,107.1,102.5,Mar 2018,Mar\n2018,104.1 +53,2018-04-01,105.4,102.1,109.8,104.5,103.5,103.9,107.5,107.9,104.3,105.0,110.9,107.9,102.5,Apr 2018,Apr\n2018,104.5 +54,2018-05-01,105.8,101.9,110.8,104.7,103.5,104.6,107.4,109.5,104.6,105.2,110.9,108.3,102.6,May 2018,May\n2018,104.9 +55,2018-06-01,105.8,101.4,110.6,102.5,104.2,104.9,107.6,110.4,105.3,104.7,110.9,108.6,102.5,Jun 2018,Jun\n2018,104.625 +56,2018-07-01,105.8,101.7,110.3,98.7,104.6,103.0,107.7,111.8,105.9,105.3,110.9,108.8,101.7,Jul 2018,Jul\n2018,104.2 +57,2018-08-01,106.5,101.9,111.1,101.8,104.7,104.2,108.0,113.3,106.3,105.9,110.9,108.9,102.3,Aug 2018,Aug\n2018,105.425 +58,2018-09-01,106.6,101.7,111.2,104.9,105.2,104.2,108.2,111.2,106.6,106.2,112.0,109.3,102.6,Sep 2018,Sep\n2018,105.75 +59,2018-10-01,106.7,101.5,111.1,104.4,105.8,104.1,107.9,110.8,107.4,106.9,114.4,109.1,102.5,Oct 2018,Oct\n2018,105.625 +60,2018-11-01,107.0,101.6,112.5,106.0,105.8,104.3,107.8,110.4,107.4,107.0,114.4,109.7,102.7,Nov 2018,Nov\n2018,105.94999999999999 +61,2018-12-01,107.1,102.5,111.3,104.9,105.8,105.4,108.0,111.3,107.3,106.8,114.4,110.0,102.4,Dec 2018,Dec\n2018,106.125 +62,2019-01-01,106.3,102.6,114.0,100.4,104.2,103.2,108.6,109.9,107.6,106.7,114.4,109.3,102.6,Jan 2019,Jan\n2019,104.275 +63,2019-02-01,106.8,103.0,115.0,101.3,104.3,105.2,108.8,110.4,107.5,107.2,114.4,109.5,102.9,Feb 2019,Feb\n2019,104.75 +64,2019-03-01,107.0,103.1,114.6,102.4,104.4,105.4,109.1,110.3,107.7,107.4,114.4,110.0,103.1,Mar 2019,Mar\n2019,105.05 +65,2019-04-01,107.6,102.8,114.1,102.5,107.0,104.1,110.0,112.9,109.1,106.6,114.4,110.5,103.4,Apr 2019,Apr\n2019,106.30000000000001 +66,2019-05-01,107.9,102.9,114.4,103.0,107.1,105.2,110.1,112.5,109.8,107.1,114.4,111.4,103.7,May 2019,May\n2019,106.375 +67,2019-06-01,107.9,103.1,114.7,102.0,107.1,105.9,110.4,113.0,109.9,106.7,114.4,111.3,103.5,Jun 2019,Jun\n2019,106.3 +68,2019-07-01,107.9,103.1,114.5,99.1,107.1,104.1,110.5,113.4,109.9,107.8,114.4,112.2,103.4,Jul 2019,Jul\n2019,105.67499999999998 +69,2019-08-01,108.4,103.7,114.7,100.9,107.2,105.0,110.6,114.9,110.2,107.1,114.4,112.0,104.1,Aug 2019,Aug\n2019,106.67500000000001 +70,2019-09-01,108.5,103.5,114.5,103.9,107.2,106.2,111.0,111.9,110.9,107.7,115.6,112.8,104.4,Sep 2019,Sep\n2019,106.625 +71,2019-10-01,108.3,102.8,114.9,104.9,106.1,105.0,110.6,111.7,111.0,108.1,117.5,112.5,104.4,Oct 2019,Oct\n2019,106.37499999999999 +72,2019-11-01,108.5,103.7,114.7,106.0,106.2,105.5,111.0,111.4,111.0,108.6,117.5,112.3,104.7,Nov 2019,Nov\n2019,106.82499999999999 +73,2019-12-01,108.5,104.3,113.1,104.0,106.2,106.9,111.0,112.1,111.9,108.4,117.5,111.8,104.7,Dec 2019,Dec\n2019,106.65 +74,2020-01-01,108.2,104.1,115.7,100.6,106.3,103.5,111.7,112.0,112.1,108.3,117.5,111.7,105.0,Jan 2020,Jan\n2020,105.75 +75,2020-02-01,108.6,104.3,115.8,101.5,106.2,105.3,112.1,112.4,112.4,108.7,117.5,112.3,105.4,Feb 2020,Feb\n2020,106.1 +76,2020-03-01,108.6,104.5,116.2,101.2,106.2,105.4,112.6,111.8,113.1,108.9,117.5,112.4,105.6,Mar 2020,Mar\n2020,105.925 +77,2020-04-01,108.5,104.2,117.0,99.5,105.7,103.7,112.4,111.8,113.6,109.3,117.5,113.2,104.7,Apr 2020,Apr\n2020,105.3 +78,2020-05-01,108.5,104.8,117.4,99.8,105.8,104.4,110.9,110.6,114.2,109.2,117.5,113.6,104.9,May 2020,May\n2020,105.25 +79,2020-06-01,108.6,104.2,117.1,99.7,105.9,105.3,112.7,111.2,114.2,109.5,117.5,113.3,104.9,Jun 2020,Jun\n2020,105.25 +80,2020-07-01,109.1,103.9,117.5,99.0,106.2,104.9,114.0,112.6,114.7,110.6,117.5,114.2,104.9,Jul 2020,Jul\n2020,105.42500000000001 +81,2020-08-01,108.6,104.1,116.9,99.5,106.3,105.5,113.4,113.8,114.7,110.1,117.5,108.8,105.1,Aug 2020,Aug\n2020,105.925 +82,2020-09-01,109.1,103.4,117.0,102.4,106.3,105.6,113.3,113.0,114.7,110.3,117.9,112.1,105.1,Sep 2020,Sep\n2020,106.275 +83,2020-10-01,109.1,103.4,117.2,104.9,104.7,105.2,113.0,113.1,114.7,110.3,120.0,111.9,105.2,Oct 2020,Oct\n2020,106.525 +84,2020-11-01,108.9,103.1,117.0,102.1,104.7,105.2,112.9,112.5,114.8,110.7,120.0,112.8,105.1,Nov 2020,Nov\n2020,105.6 +85,2020-12-01,109.2,102.8,117.1,102.2,104.9,106.2,112.3,114.2,114.8,111.2,120.0,111.9,105.2,Dec 2020,Dec\n2020,106.02499999999999 +86,2021-01-01,109.0,103.4,119.4,97.2,105.0,104.5,112.9,114.3,114.5,111.1,120.0,112.9,105.3,Jan 2021,Jan\n2021,104.97500000000001 +87,2021-02-01,109.1,103.6,119.0,95.7,105.1,106.2,112.5,115.2,114.5,111.1,120.0,113.3,105.3,Feb 2021,Feb\n2021,104.89999999999999 +88,2021-03-01,109.4,103.0,118.9,97.2,105.2,107.0,112.8,115.9,114.9,111.3,120.0,113.5,105.7,Mar 2021,Mar\n2021,105.32499999999999 +89,2021-04-01,110.1,103.8,119.5,99.6,107.6,106.5,114.1,117.2,116.9,110.1,120.0,114.3,105.2,Apr 2021,Apr\n2021,107.05 +90,2021-05-01,110.8,103.5,119.3,101.9,107.7,107.4,113.9,117.6,116.7,111.4,120.0,115.7,105.9,May 2021,May\n2021,107.67500000000001 +91,2021-06-01,111.3,103.6,119.9,102.7,107.9,108.8,114.5,119.1,117.0,111.8,120.0,116.1,106.0,Jun 2021,Jun\n2021,108.32500000000002 +92,2021-07-01,111.3,103.3,119.3,100.6,108.1,108.0,114.9,121.3,116.3,111.4,120.0,116.6,105.8,Jul 2021,Jul\n2021,108.325 +93,2021-08-01,112.1,104.4,119.8,100.8,108.2,109.4,114.8,122.7,116.0,112.7,120.0,118.1,106.1,Aug 2021,Aug\n2021,109.02499999999999 +94,2021-09-01,112.4,104.2,120.1,103.0,108.4,110.4,114.7,122.4,116.4,113.3,121.3,117.7,106.2,Sep 2021,Sep\n2021,109.5 +95,2021-10-01,113.6,104.7,119.5,104.6,111.8,111.2,114.3,124.3,116.3,113.1,125.4,119.0,106.6,Oct 2021,Oct\n2021,111.35000000000001 +96,2021-11-01,114.5,105.7,122.6,105.7,112.0,111.7,114.4,126.5,116.1,114.3,125.4,118.7,106.6,Nov 2021,Nov\n2021,112.475 +97,2021-12-01,115.1,107.1,121.6,106.4,112.1,113.9,114.7,127.8,115.6,114.6,125.4,118.6,106.9,Dec 2021,Dec\n2021,113.35000000000001 +98,2022-01-01,114.9,107.8,123.2,103.3,112.5,113.3,115.4,127.3,115.7,114.3,125.4,118.1,107.1,Jan 2022,Jan\n2022,112.72500000000001 +99,2022-02-01,115.8,108.9,123.3,104.2,112.7,115.8,115.4,128.4,115.8,116.3,125.4,119.0,107.3,Feb 2022,Feb\n2022,113.55000000000001 +100,2022-03-01,117.1,109.0,124.6,106.8,113.3,118.0,115.6,131.5,115.7,116.8,125.4,121.3,107.7,Mar 2022,Mar\n2022,115.15 +101,2022-04-01,120.0,110.7,124.7,107.9,128.3,117.7,116.6,132.9,120.1,116.6,125.4,123.4,108.2,Apr 2022,Apr\n2022,119.95000000000002 +102,2022-05-01,120.8,112.4,125.3,109.0,128.6,119.0,116.0,133.8,119.9,117.0,125.4,124.4,109.0,May 2022,May\n2022,120.95 +103,2022-06-01,121.8,113.7,125.4,109.1,129.0,120.1,116.5,136.9,120.4,117.2,125.4,126.0,109.4,Jun 2022,Jun\n2022,122.17500000000001 +104,2022-07-01,122.5,116.3,125.8,107.3,129.7,118.8,116.5,139.2,120.0,117.6,125.4,127.0,110.1,Jul 2022,Jul\n2022,123.12499999999999 +105,2022-08-01,123.1,118.0,126.3,108.5,129.8,120.4,117.8,137.4,119.2,118.7,125.4,128.3,111.0,Aug 2022,Aug\n2022,123.42500000000001 +106,2022-09-01,123.8,119.3,126.7,111.7,130.3,122.2,118.7,135.4,119.3,119.2,126.5,129.1,111.5,Sep 2022,Sep\n2022,124.17500000000001 +107,2022-10-01,126.2,121.7,126.7,113.5,141.6,122.9,119.2,135.4,120.1,119.7,129.4,130.4,112.0,Oct 2022,Oct\n2022,128.04999999999998 +108,2022-11-01,126.7,123.1,127.5,113.6,141.7,123.6,119.9,135.7,119.1,120.4,129.4,130.8,112.4,Nov 2022,Nov\n2022,128.52499999999998 +109,2022-12-01,127.2,125.1,126.1,113.3,141.9,125.1,120.6,136.1,118.0,120.1,129.4,132.0,112.7,Dec 2022,Dec\n2022,129.1 +110,2023-01-01,126.4,125.8,129.5,109.8,142.6,123.7,122.7,131.3,118.5,120.0,129.4,130.8,113.4,Jan 2023,Jan\n2023,127.375 +111,2023-02-01,127.9,128.5,130.2,112.6,142.7,125.9,123.3,132.1,120.1,121.0,129.4,133.4,114.3,Feb 2023,Feb\n2023,128.975 +112,2023-03-01,128.9,129.9,131.2,114.4,142.8,127.5,123.8,132.6,120.0,122.2,129.4,135.0,114.9,Mar 2023,Mar\n2023,129.925 +113,2023-04-01,130.4,131.7,136.1,115.2,144.1,126.5,124.9,134.9,129.6,123.9,129.4,135.9,115.6,Apr 2023,Apr\n2023,131.475 +114,2023-05-01,131.3,132.9,136.9,116.7,144.3,127.9,125.6,135.4,130.8,124.7,129.4,137.3,116.3,May 2023,May\n2023,132.32500000000002 +115,2023-06-01,131.5,133.4,137.0,116.9,144.4,127.9,126.0,134.5,131.8,125.0,129.4,138.0,116.6,Jun 2023,Jun\n2023,132.3 +116,2023-07-01,130.9,133.5,137.6,114.4,138.5,126.2,126.9,136.4,128.5,125.3,129.4,139.2,116.7,Jul 2023,Jul\n2023,130.7 +117,2023-08-01,131.3,134.0,139.6,116.1,138.9,126.5,127.8,136.7,129.0,125.6,129.4,139.0,117.2,Aug 2023,Aug\n2023,131.425 +118,2023-09-01,132.0,133.8,140.9,119.5,139.3,126.6,128.5,136.4,128.9,126.4,131.7,140.2,117.4,Sep 2023,Sep\n2023,132.25 +119,2023-10-01,132.0,134.0,140.6,120.5,136.6,126.7,128.7,136.1,129.8,127.3,135.2,140.2,117.8,Oct 2023,Oct\n2023,131.8 diff --git a/src/_data/sources/cpi/cpi_summary_barchart.csv b/src/_data/sources/cpi/cpi_summary_barchart.csv index ce778a1e..c0c30d12 100644 --- a/src/_data/sources/cpi/cpi_summary_barchart.csv +++ b/src/_data/sources/cpi/cpi_summary_barchart.csv @@ -1,3 +1,3 @@ sector,monthly_pct_change,quarterly_pct_change,yearly_pct_change -All CPI Categories,0.53,0.38,6.62 -Youth-focused average,0.14,-0.175,6.46 +All CPI Categories,0.0,0.84,4.6 +Youth-focused average,-0.32500000000000007,0.09500000000000003,3.3625 diff --git a/src/_data/sources/cpi/headlines.csv b/src/_data/sources/cpi/headlines.csv index 6aed0d1c..c3892b29 100644 --- a/src/_data/sources/cpi/headlines.csv +++ b/src/_data/sources/cpi/headlines.csv @@ -1,4 +1,4 @@ sector,Value,Suffix,Note,indicator,sign -Monthly,0.5,%,As at 18 October 2023. This is an increase since the last update.,an increase,+ -Quarterly,0.4,%,As at 18 October 2023. This is a decrease since the last update.,a decrease,+ -Yearly,6.6,%,As at 18 October 2023. This is a decrease since the last update.,a decrease,+ +Monthly,0.0,%,As at 15 November 2023. This is a decrease since the last update.,a decrease, +Quarterly,0.8,%,As at 15 November 2023. This is an increase since the last update.,an increase,+ +Yearly,4.6,%,As at 15 November 2023. This is a decrease since the last update.,a decrease,+ diff --git a/src/_data/sources/cpi/metadata.json b/src/_data/sources/cpi/metadata.json index 866e38af..78f2d6c0 100644 --- a/src/_data/sources/cpi/metadata.json +++ b/src/_data/sources/cpi/metadata.json @@ -1 +1 @@ -{"published":"18 October 2023","next_update":"15 November 2023"} \ No newline at end of file +{"published":"15 November 2023","next_update":"20 December 2023"} \ No newline at end of file diff --git a/src/_data/sources/vacancies/growth_key_youth_sectors.csv b/src/_data/sources/vacancies/growth_key_youth_sectors.csv index 0c0c99b3..bc177882 100644 --- a/src/_data/sources/vacancies/growth_key_youth_sectors.csv +++ b/src/_data/sources/vacancies/growth_key_youth_sectors.csv @@ -1,3 +1,3 @@ date,Sector,key_youth_sectors,wanted_youth_sectors,Growth since pre-coronavirus January to March 2020 (%),Growth since previous quarter (%) -2023-07-01,"Accommodation & food -service",True,False,36.1,-4.3 +2023-08-01,"Accommodation & food +service",True,False,31.7,-5.1 diff --git a/src/_data/sources/vacancies/growth_wanted_youth_sectors.csv b/src/_data/sources/vacancies/growth_wanted_youth_sectors.csv index 02fdfdd2..9df1f901 100644 --- a/src/_data/sources/vacancies/growth_wanted_youth_sectors.csv +++ b/src/_data/sources/vacancies/growth_wanted_youth_sectors.csv @@ -1,2 +1,4 @@ date,Sector,key_youth_sectors,wanted_youth_sectors,Growth since pre-coronavirus January to March 2020 (%),Growth since previous quarter (%) -2023-07-01,Professional & technical,False,True,26.2,-9.1 +2023-08-01,"Arts entertainment & +recreation",False,True,-3.2,-19.6 +2023-08-01,Professional & technical,False,True,22.8,-9.5 diff --git a/src/_data/sources/vacancies/headlines.csv b/src/_data/sources/vacancies/headlines.csv index 2c0e064f..c84becd8 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,989000.0,"Estimated number of open job vacancies in the last reported rolling quarter across the UK, Jun-Aug 2023.", -Latest quarterly vacancies,1031000.0,"Estimated number of job vacancies in the last quarter across the UK, Mar-May 2023", -Growth on previous quarter,-8.5,"Estimated percentage change on last quarter, Mar-May 2023",% +Latest monthly vacancies,957000.0,"Estimated number of open job vacancies in the last reported rolling quarter across the UK, Aug-Oct 2023.", +Latest quarterly vacancies,981000.0,"Estimated number of job vacancies in the last quarter across the UK, Jun-Aug 2023", +Growth on previous quarter,-5.2,"Estimated percentage change on last quarter, Jun-Aug 2023",% diff --git a/src/_data/sources/vacancies/metadata.json b/src/_data/sources/vacancies/metadata.json index bccb70f8..3b0f72b5 100644 --- a/src/_data/sources/vacancies/metadata.json +++ b/src/_data/sources/vacancies/metadata.json @@ -1 +1 @@ -{"published":"12 September 2023","next_update":"17 October 2023"} \ No newline at end of file +{"published":"14 November 2023","next_update":"12 December 2023"} \ 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 71a064f6..4a6ab2a4 100644 --- a/src/_data/sources/vacancies/monthly_vacancies.csv +++ b/src/_data/sources/vacancies/monthly_vacancies.csv @@ -254,8 +254,8 @@ row,code,value,date,quarter_label,quarter_axis_label 252,AP2Y,1299.0,2022-05-01,Apr-Jun 2022,Apr-Jun\n2022 253,AP2Y,1275.0,2022-06-01,May-Jul 2022,May-Jul\n2022 254,AP2Y,1257.0,2022-07-01,Jun-Aug 2022,Jun-Aug\n2022 -255,AP2Y,1232.0,2022-08-01,Jul-Sep 2022,Jul-Sep\n2022 -256,AP2Y,1207.0,2022-09-01,Aug-Oct 2022,Aug-Oct\n2022 +255,AP2Y,1244.0,2022-08-01,Jul-Sep 2022,Jul-Sep\n2022 +256,AP2Y,1214.0,2022-09-01,Aug-Oct 2022,Aug-Oct\n2022 257,AP2Y,1171.0,2022-10-01,Sep-Nov 2022,Sep-Nov\n2022 258,AP2Y,1151.0,2022-11-01,Oct-Dec 2022,Oct-Dec\n2022 259,AP2Y,1138.0,2022-12-01,Nov-Jan 2023,Nov-Jan\n2023 @@ -263,6 +263,8 @@ row,code,value,date,quarter_label,quarter_axis_label 261,AP2Y,1119.0,2023-02-01,Jan-Mar 2023,Jan-Mar\n2023 262,AP2Y,1085.0,2023-03-01,Feb-Apr 2023,Feb-Apr\n2023 263,AP2Y,1052.0,2023-04-01,Mar-May 2023,Mar-May\n2023 -264,AP2Y,1031.0,2023-05-01,Apr-Jun 2023,Apr-Jun\n2023 -265,AP2Y,1017.0,2023-06-01,May-Jul 2023,May-Jul\n2023 -266,AP2Y,989.0,2023-07-01,Jun-Aug 2023,Jun-Aug\n2023 +264,AP2Y,1032.0,2023-05-01,Apr-Jun 2023,Apr-Jun\n2023 +265,AP2Y,1015.0,2023-06-01,May-Jul 2023,May-Jul\n2023 +266,AP2Y,993.0,2023-07-01,Jun-Aug 2023,Jun-Aug\n2023 +267,AP2Y,981.0,2023-08-01,Jul-Sep 2023,Jul-Sep\n2023 +268,AP2Y,957.0,2023-09-01,Aug-Oct 2023,Aug-Oct\n2023 diff --git a/src/_data/sources/vacancies/quarterly_growth_all_sectors.csv b/src/_data/sources/vacancies/quarterly_growth_all_sectors.csv index 10d6be4a..ce160508 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 (%) -2023-07-01,Accommodation & food service,True,False,36.1,-4.3 -2023-07-01,Administrative & support,False,False,2.5,-15.5 -2023-07-01,Education,False,False,33.1,-1.5 -2023-07-01,Manufacturing,False,False,38.7,2.0 -2023-07-01,Mining & quarrying,False,False,42.9,11.1 -2023-07-01,Professional & technical,False,True,26.2,-9.1 -2023-07-01,Public admin & defence; compulsory social security,False,False,69.1,-5.8 -2023-07-01,Real estate activities,False,False,-28.6,-29.6 -2023-07-01,Wholesale & retail; motor vehicles,False,False,5.4,-1.3 +2023-08-01,Accommodation & food service,True,False,31.7,-5.1 +2023-08-01,Arts entertainment & recreation,False,True,-3.2,-19.6 +2023-08-01,Construction,False,False,32.2,-10.9 +2023-08-01,Education,False,False,34.1,0.3 +2023-08-01,Manufacturing,False,False,31.9,-2.6 +2023-08-01,Mining & quarrying,False,False,35.7,5.6 +2023-08-01,Professional & technical,False,True,22.8,-9.5 +2023-08-01,Real estate activities,False,False,-36.4,-35.0 +2023-08-01,Transport & storage,False,False,-0.3,-1.6 diff --git a/src/_data/sources/vacancies/quarterly_vacancies.csv b/src/_data/sources/vacancies/quarterly_vacancies.csv index e3e9a94a..e1490a63 100644 --- a/src/_data/sources/vacancies/quarterly_vacancies.csv +++ b/src/_data/sources/vacancies/quarterly_vacancies.csv @@ -84,7 +84,8 @@ row,code,value,date,quarter_label,quarter_axis_label 82,AP2Y,1241.0,2021-10-01,Sep-Nov 2021,Sep-Nov\n2021 83,AP2Y,1293.0,2022-01-01,Dec-Feb 2022,Dec-Feb\n2022 84,AP2Y,1299.0,2022-04-01,Mar-May 2022,Mar-May\n2022 -85,AP2Y,1232.0,2022-07-01,Jun-Aug 2022,Jun-Aug\n2022 +85,AP2Y,1244.0,2022-07-01,Jun-Aug 2022,Jun-Aug\n2022 86,AP2Y,1151.0,2022-10-01,Sep-Nov 2022,Sep-Nov\n2022 87,AP2Y,1119.0,2023-01-01,Dec-Feb 2023,Dec-Feb\n2023 -88,AP2Y,1031.0,2023-04-01,Mar-May 2023,Mar-May\n2023 +88,AP2Y,1032.0,2023-04-01,Mar-May 2023,Mar-May\n2023 +89,AP2Y,981.0,2023-07-01,Jun-Aug 2023,Jun-Aug\n2023 diff --git a/src/dashboard/cpi/_data/visualisation/cpi_summary_barchart.yml b/src/dashboard/cpi/_data/visualisation/cpi_summary_barchart.yml index 66277595..65fd5941 100644 --- a/src/dashboard/cpi/_data/visualisation/cpi_summary_barchart.yml +++ b/src/dashboard/cpi/_data/visualisation/cpi_summary_barchart.yml @@ -4,7 +4,7 @@ config: grid: stroke-dasharray: 6 2 stroke-width: 1 - max: 7.0 + max: 5.0 min: -0.5 ticks: - label: -0.5% @@ -21,10 +21,6 @@ config: value: '4.5' - label: 5.5% value: '5.5' - - label: 6.5% - value: '6.5' - - label: 7.5% - value: '7.5' - label: 0.0% value: '0.0' y: diff --git a/src/dashboard/labour-market/_data/latest.json b/src/dashboard/labour-market/_data/latest.json index 902a673b..85652ef2 100644 --- a/src/dashboard/labour-market/_data/latest.json +++ b/src/dashboard/labour-market/_data/latest.json @@ -8,6 +8,6 @@ "long_term_unemployment_rate_6_to_12_months":16.7, "long_term_unemployment_rate_over_12_months":61.0, "most_recent_lms_period":"May-Jul 2023", - "last_update":"2023-09-12T00:00:00.000", - "next_update":"2023-10-17T00:00:00.000" + "last_update":"2023-11-14T00:00:00.000", + "next_update":"2023-12-12T00:00:00.000" } \ No newline at end of file diff --git a/src/dashboard/vacancies/_data/latest.json b/src/dashboard/vacancies/_data/latest.json index 3f5f04af..8a8acb3b 100644 --- a/src/dashboard/vacancies/_data/latest.json +++ b/src/dashboard/vacancies/_data/latest.json @@ -1,4 +1,4 @@ { - "last_monthly_date":"Jun-Aug 2023", - "last_quarterly_date":"Mar-May 2023" + "last_monthly_date":"Aug-Oct 2023", + "last_quarterly_date":"Jun-Aug 2023" } \ No newline at end of file diff --git a/src/maps/employment/_data/view/claimants_16_24.csv b/src/maps/employment/_data/view/claimants_16_24.csv index db7089a8..f3fd9ab9 100644 --- a/src/maps/employment/_data/view/claimants_16_24.csv +++ b/src/maps/employment/_data/view/claimants_16_24.csv @@ -1,534 +1,534 @@ geography_code,Claimants percentage -E14000530,2.909997921430056 -E14000531,3.9548850153801087 -E14000532,2.2313564298297126 +E14000530,2.9619621700270216 +E14000531,4.467555295151604 +E14000532,2.2900763358778624 E14000533,3.5447989243368783 -E14000534,1.8676627534685168 -E14000535,5.167958656330749 -E14000536,3.856152512998267 +E14000534,1.9343649946638208 +E14000535,5.267342476644802 +E14000536,3.986135181975736 E14000537,6.7524457677584016 -E14000538,3.466974842208196 -E14000539,2.639584824624195 -E14000540,6.613070539419088 -E14000541,4.670714619336758 -E14000542,4.786531690140845 -E14000543,4.304342321812888 +E14000538,3.3336296559694194 +E14000539,2.5948460987831066 +E14000540,6.742738589211618 +E14000541,4.612330686595048 +E14000542,4.841549295774648 +E14000543,4.051145714647424 E14000544,4.727233210171701 -E14000545,4.219796348958811 -E14000546,4.363368730943119 -E14000547,0.704526046114432 -E14000548,5.649972880130175 -E14000549,3.030859662013225 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false, - "start_time": "2023-10-25T07:45:37.460590", + "start_time": "2023-11-15T07:45:38.638585", "status": "completed" }, "tags": [] @@ -58,13 +58,13 @@ }, { "cell_type": "markdown", - "id": "15f1239d", + "id": "32fc4d6d", "metadata": { "papermill": { - "duration": 0.002327, - "end_time": "2023-10-25T07:45:37.478137", + "duration": 0.001885, + "end_time": "2023-11-15T07:45:38.653186", "exception": false, - "start_time": "2023-10-25T07:45:37.475810", + "start_time": "2023-11-15T07:45:38.651301", "status": "completed" }, "tags": [] @@ -76,19 +76,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "0fc2f1ed", + "id": "040bd0a4", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T07:45:37.483933Z", - "iopub.status.busy": "2023-10-25T07:45:37.483499Z", - "iopub.status.idle": "2023-10-25T07:45:37.500330Z", - "shell.execute_reply": "2023-10-25T07:45:37.499730Z" + "iopub.execute_input": "2023-11-15T07:45:38.658155Z", + "iopub.status.busy": "2023-11-15T07:45:38.657656Z", + "iopub.status.idle": "2023-11-15T07:45:38.671818Z", + "shell.execute_reply": "2023-11-15T07:45:38.671242Z" }, "papermill": { - "duration": 0.021603, - "end_time": "2023-10-25T07:45:37.501997", + "duration": 0.018384, + "end_time": "2023-11-15T07:45:38.673372", "exception": false, - "start_time": "2023-10-25T07:45:37.480394", + "start_time": "2023-11-15T07:45:38.654988", "status": "completed" }, "tags": [] @@ -103,13 +103,13 @@ }, { "cell_type": "markdown", - "id": "8f9b5745", + "id": "9c408295", "metadata": { "papermill": { - "duration": 0.002315, - "end_time": "2023-10-25T07:45:37.506607", + "duration": 0.001881, + "end_time": "2023-11-15T07:45:38.677279", "exception": false, - "start_time": "2023-10-25T07:45:37.504292", + "start_time": "2023-11-15T07:45:38.675398", "status": "completed" }, "tags": [] @@ -121,19 +121,19 @@ { "cell_type": "code", "execution_count": 4, - "id": "46392f03", + "id": "277a5911", "metadata": { "execution": { - "iopub.execute_input": 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"start_time": "2023-10-25T07:45:37.580119", + "start_time": "2023-11-15T07:45:38.735570", "status": "completed" }, "tags": [] @@ -739,19 +739,19 @@ { "cell_type": "code", "execution_count": 5, - "id": "393e96a4", + "id": "401fee77", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T07:45:37.590647Z", - "iopub.status.busy": "2023-10-25T07:45:37.590197Z", - "iopub.status.idle": "2023-10-25T07:45:37.596209Z", - "shell.execute_reply": "2023-10-25T07:45:37.595558Z" + "iopub.execute_input": "2023-11-15T07:45:38.744076Z", + "iopub.status.busy": "2023-11-15T07:45:38.743691Z", + "iopub.status.idle": "2023-11-15T07:45:38.749227Z", + "shell.execute_reply": "2023-11-15T07:45:38.748579Z" }, "papermill": { - "duration": 0.011377, - "end_time": "2023-10-25T07:45:37.597680", + "duration": 0.010216, + "end_time": "2023-11-15T07:45:38.750573", "exception": false, - "start_time": "2023-10-25T07:45:37.586303", + "start_time": "2023-11-15T07:45:38.740357", "status": "completed" }, "tags": [] @@ -787,19 +787,19 @@ { "cell_type": "code", "execution_count": 6, - "id": "71d3aabf", + "id": "e2e91db7", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T07:45:37.606091Z", - "iopub.status.busy": "2023-10-25T07:45:37.605497Z", - "iopub.status.idle": "2023-10-25T07:45:37.656643Z", - "shell.execute_reply": "2023-10-25T07:45:37.655953Z" + "iopub.execute_input": "2023-11-15T07:45:38.757418Z", + "iopub.status.busy": "2023-11-15T07:45:38.756884Z", + "iopub.status.idle": "2023-11-15T07:45:38.797524Z", + "shell.execute_reply": "2023-11-15T07:45:38.796816Z" }, "papermill": { - "duration": 0.05692, - "end_time": "2023-10-25T07:45:37.658542", + "duration": 0.045201, + "end_time": "2023-11-15T07:45:38.798957", "exception": false, - "start_time": "2023-10-25T07:45:37.601622", + "start_time": "2023-11-15T07:45:38.753756", "status": "completed" }, "tags": [] @@ -1276,13 +1276,13 @@ }, { "cell_type": "markdown", - "id": "be19f10a", + "id": "429c5929", "metadata": { "papermill": { - "duration": 0.003701, - "end_time": "2023-10-25T07:45:37.666099", + "duration": 0.002809, + "end_time": "2023-11-15T07:45:38.804841", "exception": false, - "start_time": "2023-10-25T07:45:37.662398", + "start_time": "2023-11-15T07:45:38.802032", "status": "completed" }, "tags": [] @@ -1294,19 +1294,19 @@ { "cell_type": "code", "execution_count": 7, - "id": "17a09961", + "id": "fe39968a", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T07:45:37.674683Z", - "iopub.status.busy": "2023-10-25T07:45:37.674334Z", - "iopub.status.idle": "2023-10-25T07:45:37.687236Z", - "shell.execute_reply": "2023-10-25T07:45:37.686614Z" + "iopub.execute_input": "2023-11-15T07:45:38.811665Z", + "iopub.status.busy": "2023-11-15T07:45:38.811266Z", + "iopub.status.idle": "2023-11-15T07:45:38.822155Z", + "shell.execute_reply": "2023-11-15T07:45:38.821605Z" }, "papermill": { - "duration": 0.01932, - "end_time": "2023-10-25T07:45:37.689000", + "duration": 0.015909, + "end_time": "2023-11-15T07:45:38.823493", "exception": false, - "start_time": "2023-10-25T07:45:37.669680", + "start_time": "2023-11-15T07:45:38.807584", "status": "completed" }, "tags": [] @@ -1327,19 +1327,19 @@ { "cell_type": "code", "execution_count": 8, - "id": "593e000d", + "id": "6d293296", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T07:45:37.698080Z", - "iopub.status.busy": "2023-10-25T07:45:37.697576Z", - "iopub.status.idle": "2023-10-25T07:45:37.703782Z", - "shell.execute_reply": "2023-10-25T07:45:37.703093Z" + "iopub.execute_input": "2023-11-15T07:45:38.830393Z", + "iopub.status.busy": "2023-11-15T07:45:38.829993Z", + "iopub.status.idle": "2023-11-15T07:45:38.835003Z", + "shell.execute_reply": "2023-11-15T07:45:38.834373Z" }, "papermill": { - "duration": 0.01245, - "end_time": "2023-10-25T07:45:37.705274", + "duration": 0.009855, + "end_time": "2023-11-15T07:45:38.836324", "exception": false, - "start_time": "2023-10-25T07:45:37.692824", + "start_time": "2023-11-15T07:45:38.826469", "status": "completed" }, "tags": [] @@ -1357,8 +1357,8 @@ "long_term_unemployment_rate_6_to_12_months 16.7\n", "long_term_unemployment_rate_over_12_months 61.0\n", "most_recent_lms_period May-Jul 2023\n", - "last_update 2023-09-12 00:00:00\n", - "next_update 2023-10-17 00:00:00\n", + "last_update 2023-11-14 00:00:00\n", + "next_update 2023-12-12 00:00:00\n", "dtype: object" ] }, @@ -1374,13 +1374,13 @@ { "cell_type": "code", "execution_count": null, - "id": "cf6cc126", + "id": "c6fb8557", "metadata": { "papermill": { - "duration": 0.003762, - "end_time": "2023-10-25T07:45:37.712864", + "duration": 0.00288, + "end_time": "2023-11-15T07:45:38.842197", "exception": false, - "start_time": "2023-10-25T07:45:37.709102", + "start_time": "2023-11-15T07:45:38.839317", "status": "completed" }, "tags": [] @@ -1409,14 +1409,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 2.094388, - "end_time": "2023-10-25T07:45:37.934709", + "duration": 1.894711, + "end_time": "2023-11-15T07:45:39.061654", "environment_variables": {}, "exception": null, "input_path": "prepare.ipynb", "output_path": "../../working/output/labour-market-prepare.ipynb", "parameters": {}, - "start_time": "2023-10-25T07:45:35.840321", + "start_time": "2023-11-15T07:45:37.166943", "version": "2.4.0" } }, diff --git a/working/output/neet-transform.ipynb b/working/output/neet-transform.ipynb index 199a15bf..f5ea2a17 100644 --- a/working/output/neet-transform.ipynb +++ b/working/output/neet-transform.ipynb @@ -3,19 +3,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "1930c62e", + "id": "7a51b844", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T07:45:32.409020Z", - "iopub.status.busy": "2023-10-25T07:45:32.408445Z", - "iopub.status.idle": "2023-10-25T07:45:32.798032Z", - "shell.execute_reply": "2023-10-25T07:45:32.797307Z" + "iopub.execute_input": "2023-11-15T07:45:34.723423Z", + "iopub.status.busy": "2023-11-15T07:45:34.723164Z", + 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"execution_count": 6, - "id": "4846c438", + "id": "c4377cd1", "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T07:45:33.057931Z", - "iopub.status.busy": "2023-10-25T07:45:33.057664Z", - "iopub.status.idle": "2023-10-25T07:45:33.062723Z", - "shell.execute_reply": "2023-10-25T07:45:33.062078Z" + "iopub.execute_input": "2023-11-15T07:45:35.030711Z", + "iopub.status.busy": "2023-11-15T07:45:35.030232Z", + "iopub.status.idle": "2023-11-15T07:45:35.034558Z", + "shell.execute_reply": "2023-11-15T07:45:35.033933Z" }, "papermill": { - "duration": 0.010596, - "end_time": "2023-10-25T07:45:33.064318", + "duration": 0.008634, + "end_time": "2023-11-15T07:45:35.036145", "exception": false, - "start_time": "2023-10-25T07:45:33.053722", + "start_time": "2023-11-15T07:45:35.027511", "status": "completed" }, "tags": [] @@ -170,19 +170,19 @@ { "cell_type": "code", "execution_count": 7, - "id": "bec74c9e", + "id": "83c26bbe", "metadata": { "execution": { - "iopub.execute_input": 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"exception": false, - "start_time": "2023-10-25T07:45:33.323836", + "start_time": "2023-11-15T07:45:35.110459", "status": "completed" }, "tags": [] @@ -381,13 +381,13 @@ { "cell_type": "code", "execution_count": null, - "id": "5ebea9ab", + "id": "7ff8afe2", "metadata": { "papermill": { - "duration": 0.003782, - "end_time": "2023-10-25T07:45:33.436252", + "duration": 0.002421, + "end_time": "2023-11-15T07:45:35.132406", "exception": false, - "start_time": "2023-10-25T07:45:33.432470", + "start_time": "2023-11-15T07:45:35.129985", "status": "completed" }, "tags": [] @@ -398,13 +398,13 @@ { "cell_type": "code", "execution_count": null, - "id": "2f0bb05d", + "id": "a68714ac", "metadata": { "papermill": { - "duration": 0.042242, - "end_time": "2023-10-25T07:45:33.482358", + "duration": 0.002306, + "end_time": "2023-11-15T07:45:35.137046", "exception": false, - "start_time": "2023-10-25T07:45:33.440116", + "start_time": "2023-11-15T07:45:35.134740", "status": "completed" }, "tags": [] @@ -433,14 +433,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 2.94784, - "end_time": "2023-10-25T07:45:33.703436", + "duration": 1.860995, + "end_time": "2023-11-15T07:45:35.356597", "environment_variables": {}, "exception": null, "input_path": "transform.ipynb", "output_path": "../../working/output/neet-transform.ipynb", "parameters": {}, - "start_time": "2023-10-25T07:45:30.755596", + "start_time": "2023-11-15T07:45:33.495602", "version": "2.4.0" } }, diff --git a/working/output/vacancies-transform.ipynb b/working/output/vacancies-transform.ipynb index 6eb0e8ed..adf4f0da 100644 --- a/working/output/vacancies-transform.ipynb +++ b/working/output/vacancies-transform.ipynb @@ -3,19 +3,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "70950f6f", + "id": "749aa39b", "metadata": { "execution": { - "iopub.execute_input": "2023-10-17T10:17:39.238020Z", - "iopub.status.busy": "2023-10-17T10:17:39.237717Z", - "iopub.status.idle": "2023-10-17T10:17:39.425000Z", - "shell.execute_reply": "2023-10-17T10:17:39.424523Z" + "iopub.execute_input": "2023-11-15T07:45:31.945940Z", + "iopub.status.busy": "2023-11-15T07:45:31.945678Z", + "iopub.status.idle": "2023-11-15T07:45:32.196290Z", + "shell.execute_reply": "2023-11-15T07:45:32.195714Z" }, "papermill": { - "duration": 0.193144, - "end_time": "2023-10-17T10:17:39.426068", + "duration": 0.255054, + "end_time": "2023-11-15T07:45:32.197925", "exception": false, - "start_time": "2023-10-17T10:17:39.232924", + "start_time": "2023-11-15T07:45:31.942871", "status": "completed" }, "tags": [] @@ -27,13 +27,13 @@ }, { "cell_type": "markdown", - "id": "c706ad02", + "id": "80dd7140", "metadata": { "papermill": { - "duration": 0.000731, - "end_time": "2023-10-17T10:17:39.427606", + "duration": 0.001093, + "end_time": "2023-11-15T07:45:32.200366", "exception": false, - "start_time": "2023-10-17T10:17:39.426875", + "start_time": "2023-11-15T07:45:32.199273", "status": "completed" }, "tags": [] @@ -45,19 +45,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "aecda18d", + "id": "16d0b948", "metadata": { "execution": { - "iopub.execute_input": "2023-10-17T10:17:39.467948Z", - "iopub.status.busy": "2023-10-17T10:17:39.467286Z", - "iopub.status.idle": "2023-10-17T10:17:39.475049Z", - "shell.execute_reply": "2023-10-17T10:17:39.473810Z" + "iopub.execute_input": "2023-11-15T07:45:32.203727Z", + "iopub.status.busy": "2023-11-15T07:45:32.203303Z", + "iopub.status.idle": "2023-11-15T07:45:32.207356Z", + "shell.execute_reply": "2023-11-15T07:45:32.206737Z" }, "papermill": { - "duration": 0.031014, - "end_time": "2023-10-17T10:17:39.477922", + "duration": 0.007194, + "end_time": "2023-11-15T07:45:32.208693", "exception": false, - "start_time": "2023-10-17T10:17:39.446908", + "start_time": "2023-11-15T07:45:32.201499", "status": "completed" }, "tags": [] @@ -75,24 +75,33 @@ { "cell_type": "code", "execution_count": 3, - "id": "99716b72", + "id": "7eeb1def", "metadata": { "execution": { - "iopub.execute_input": "2023-10-17T10:17:39.486281Z", - "iopub.status.busy": "2023-10-17T10:17:39.485828Z", - "iopub.status.idle": "2023-10-17T10:17:39.538101Z", - "shell.execute_reply": "2023-10-17T10:17:39.537654Z" + "iopub.execute_input": "2023-11-15T07:45:32.212111Z", + "iopub.status.busy": "2023-11-15T07:45:32.211667Z", + "iopub.status.idle": "2023-11-15T07:45:32.279734Z", + "shell.execute_reply": "2023-11-15T07:45:32.279119Z" }, "papermill": { - "duration": 0.058102, - "end_time": "2023-10-17T10:17:39.539132", + "duration": 0.07124, + "end_time": "2023-11-15T07:45:32.281106", "exception": false, - "start_time": "2023-10-17T10:17:39.481030", + "start_time": "2023-11-15T07:45:32.209866", "status": "completed" }, "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_1927/2101734166.py:2: UserWarning: Parsing dates in %d-%m-%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n", + " codes = pd.read_csv('../../working/upstream/unem-codes.csv', index_col=['CDID'], parse_dates=['Release Date', 'Next release'])\n" + ] + } + ], "source": [ "data = pd.read_csv('../../working/upstream/unem.csv')\n", "codes = pd.read_csv('../../working/upstream/unem-codes.csv', index_col=['CDID'], parse_dates=['Release Date', 'Next release'])\n", @@ -103,19 +112,19 @@ { "cell_type": "code", "execution_count": 4, - "id": "abadcc13", + "id": "cd3fb9fa", "metadata": { "execution": { - "iopub.execute_input": "2023-10-17T10:17:39.541310Z", - "iopub.status.busy": "2023-10-17T10:17:39.541186Z", - "iopub.status.idle": "2023-10-17T10:17:39.545746Z", - "shell.execute_reply": "2023-10-17T10:17:39.545426Z" + "iopub.execute_input": "2023-11-15T07:45:32.284949Z", + "iopub.status.busy": "2023-11-15T07:45:32.284538Z", + "iopub.status.idle": "2023-11-15T07:45:32.292188Z", + "shell.execute_reply": "2023-11-15T07:45:32.291643Z" }, "papermill": { - "duration": 0.006612, - "end_time": "2023-10-17T10:17:39.546573", + "duration": 0.011006, + "end_time": "2023-11-15T07:45:32.293539", "exception": false, - "start_time": "2023-10-17T10:17:39.539961", + "start_time": "2023-11-15T07:45:32.282533", "status": "completed" }, "tags": [] @@ -135,13 +144,13 @@ { "cell_type": "code", "execution_count": null, - "id": "b011152d", + "id": "4565296d", "metadata": { "papermill": { - "duration": 0.000703, - "end_time": "2023-10-17T10:17:39.548002", + "duration": 0.001134, + "end_time": "2023-11-15T07:45:32.296022", "exception": false, - "start_time": "2023-10-17T10:17:39.547299", + "start_time": "2023-11-15T07:45:32.294888", "status": "completed" }, "tags": [] @@ -166,18 +175,18 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.12" + "version": "3.10.13" }, "papermill": { "default_parameters": {}, - "duration": 1.229482, - "end_time": "2023-10-17T10:17:39.764586", + "duration": 1.96674, + "end_time": "2023-11-15T07:45:32.513475", "environment_variables": {}, "exception": null, "input_path": "transform.ipynb", "output_path": "../../working/output/vacancies-transform.ipynb", "parameters": {}, - "start_time": "2023-10-17T10:17:38.535104", + "start_time": "2023-11-15T07:45:30.546735", "version": "2.4.0" } }, diff --git a/working/upstream/census-employment-status.dvc b/working/upstream/census-employment-status.dvc index 97aedaf9..ff23a1ff 100644 --- a/working/upstream/census-employment-status.dvc +++ b/working/upstream/census-employment-status.dvc @@ -1,10 +1,10 @@ -md5: 309af0588b26dd74c2f83844ee084bfb +md5: 4861e849272c08c88e0b21f0f43262d9 frozen: true deps: - path: data/processed/census/employment-status.csv repo: url: https://github.com/open-innovations/yff-data-pipelines - rev_lock: e6d8a944bb4a0a9f4108a8bd0d7a731ce33ff468 + rev_lock: 0c3e6391b9900684317f9859a3c1aa3d74404d80 outs: - md5: aa01ca494c03e7332df9264cbb1a3527 size: 2565260 diff --git a/working/upstream/claimants-per-population-latest.csv.dvc b/working/upstream/claimants-per-population-latest.csv.dvc index d21d0dc7..985a2541 100644 --- a/working/upstream/claimants-per-population-latest.csv.dvc +++ b/working/upstream/claimants-per-population-latest.csv.dvc @@ -1,12 +1,12 @@ -md5: ca298dc7d18974f2c41a3e26d2417619 +md5: 9631664604366514eb102d6f38b1a347 frozen: true deps: - path: data/processed/claimants/claimants-per-population-latest.csv repo: url: https://github.com/open-innovations/yff-data-pipelines - rev_lock: e6d8a944bb4a0a9f4108a8bd0d7a731ce33ff468 + rev_lock: 0c3e6391b9900684317f9859a3c1aa3d74404d80 outs: -- md5: 1116778e91764eaad83417a861b6f126 +- md5: d1e6436f706d90134c6a1e092174960e size: 93687 hash: md5 path: claimants-per-population-latest.csv diff --git a/working/upstream/labour-market_most_recent_by_pcon_2010.csv.dvc b/working/upstream/labour-market_most_recent_by_pcon_2010.csv.dvc index 4641a955..10aa6713 100644 --- a/working/upstream/labour-market_most_recent_by_pcon_2010.csv.dvc +++ b/working/upstream/labour-market_most_recent_by_pcon_2010.csv.dvc @@ -1,10 +1,10 @@ -md5: 285e8b7711a6539c4cd5833a08f92462 +md5: 13b95fac6f98368ed99a5943672d1716 frozen: true deps: - path: data/processed/labour-market/most_recent_by_pcon_2010.csv repo: url: https://github.com/open-innovations/yff-data-pipelines - rev_lock: e6d8a944bb4a0a9f4108a8bd0d7a731ce33ff468 + rev_lock: 0c3e6391b9900684317f9859a3c1aa3d74404d80 outs: - md5: 0a22d02d1cd5d3d28b58aae17fe0ea21 size: 1156579 diff --git a/working/upstream/lms-codes.csv.dvc b/working/upstream/lms-codes.csv.dvc index 9e2b2370..13333ce9 100644 --- a/working/upstream/lms-codes.csv.dvc +++ b/working/upstream/lms-codes.csv.dvc @@ -1,12 +1,12 @@ -md5: da6350cb9694ade4ec678841da95ae0d +md5: 9175e22557c90365ad3d6f081f1e792e frozen: true deps: - path: data/metadata/codes/lms-codes.csv repo: url: https://github.com/open-innovations/yff-data-pipelines - rev_lock: e6d8a944bb4a0a9f4108a8bd0d7a731ce33ff468 + rev_lock: 0c3e6391b9900684317f9859a3c1aa3d74404d80 outs: -- md5: 1ab28b2730305c82dcdb124ce296a66b - size: 181882 +- md5: a5a8f629c6d354088063dafaeedc1b74 + size: 189655 hash: md5 path: lms-codes.csv diff --git a/working/upstream/lms.csv.dvc b/working/upstream/lms.csv.dvc index 4d2b8eba..b56d070d 100644 --- a/working/upstream/lms.csv.dvc +++ b/working/upstream/lms.csv.dvc @@ -1,12 +1,12 @@ -md5: 3ea63ca8a5eb4ae0415ee7078a7558c7 +md5: 4f4bf993aa6f048eef50e066e4a43630 frozen: true deps: - 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path: data/metadata/codes/mm23-codes.csv repo: url: https://github.com/open-innovations/yff-data-pipelines - rev_lock: e6d8a944bb4a0a9f4108a8bd0d7a731ce33ff468 + rev_lock: 0c3e6391b9900684317f9859a3c1aa3d74404d80 outs: -- md5: bbba48be64a41a9f3f9118c0c9e875d5 +- md5: 04007528eeee2bcd2e76e101729d658d size: 402086 hash: md5 path: mm23-codes.csv diff --git a/working/upstream/mm23.csv.dvc b/working/upstream/mm23.csv.dvc index 06f90793..e83cd800 100644 --- a/working/upstream/mm23.csv.dvc +++ b/working/upstream/mm23.csv.dvc @@ -1,12 +1,12 @@ -md5: d89a113b16d270cd101a9f09ecfaae65 +md5: d12cd23bea0dbe40f5397856b821c9f0 frozen: true deps: - path: data/processed/mm23.csv repo: url: https://github.com/open-innovations/yff-data-pipelines - rev_lock: e6d8a944bb4a0a9f4108a8bd0d7a731ce33ff468 + rev_lock: 0c3e6391b9900684317f9859a3c1aa3d74404d80 outs: -- md5: afb1f1e30c8a7c31860a61e225238bf1 - size: 24963991 +- md5: fdcdca24563c5119a3143d46aed1e332 + size: 25027767 hash: md5 path: mm23.csv diff --git a/working/upstream/neet-codes.csv.dvc b/working/upstream/neet-codes.csv.dvc index f5cac734..6e1fe42b 100644 --- a/working/upstream/neet-codes.csv.dvc +++ b/working/upstream/neet-codes.csv.dvc @@ -1,10 +1,10 @@ -md5: e296a8ad86756fab32ce03278d5e3ed0 +md5: e9a01c435a06c7047b779d78c81bad07 frozen: true deps: - path: data/metadata/codes/neet-codes.csv repo: url: https://github.com/open-innovations/yff-data-pipelines - rev_lock: e6d8a944bb4a0a9f4108a8bd0d7a731ce33ff468 + rev_lock: 0c3e6391b9900684317f9859a3c1aa3d74404d80 outs: - md5: 25248995d16030256d2592cb7d0ae9bd size: 4266 diff --git a/working/upstream/neet-factors.csv.dvc b/working/upstream/neet-factors.csv.dvc index a5748027..5f86fce6 100644 --- a/working/upstream/neet-factors.csv.dvc +++ b/working/upstream/neet-factors.csv.dvc @@ -1,10 +1,10 @@ -md5: a662cef7f991d963578401133fa23dd7 +md5: fbdb1e5c5f7f7b10984fd2a612d803a4 frozen: true deps: - path: data/processed/yff/neet-factors.csv repo: url: https://github.com/open-innovations/yff-data-pipelines - rev_lock: e6d8a944bb4a0a9f4108a8bd0d7a731ce33ff468 + rev_lock: 0c3e6391b9900684317f9859a3c1aa3d74404d80 outs: - md5: 7335083d5c50b867eb0ff321b0a71459 size: 555225 diff --git a/working/upstream/neet.csv.dvc b/working/upstream/neet.csv.dvc index 35e89db2..ea602397 100644 --- a/working/upstream/neet.csv.dvc +++ b/working/upstream/neet.csv.dvc @@ -1,10 +1,10 @@ -md5: d5fdc69eb5525eec65e9521f60a7285b +md5: ff7f6b8b67e2a67ddba3ff4ce88083b4 frozen: true deps: - path: data/processed/neet.csv repo: url: https://github.com/open-innovations/yff-data-pipelines - rev_lock: e6d8a944bb4a0a9f4108a8bd0d7a731ce33ff468 + rev_lock: 0c3e6391b9900684317f9859a3c1aa3d74404d80 outs: - md5: a6d894c2cdc326e9b9d803c8149457c8 size: 355240 diff --git a/working/upstream/unem-codes.csv.dvc b/working/upstream/unem-codes.csv.dvc index 516dcd73..e9e9bf72 100644 --- a/working/upstream/unem-codes.csv.dvc +++ b/working/upstream/unem-codes.csv.dvc @@ -1,12 +1,12 @@ -md5: 50bd1eb1b9a094e87eb27f2da6f300db +md5: 1d5861af7202091d64d2d93daf91b975 frozen: true deps: - path: data/metadata/codes/unem-codes.csv repo: url: https://github.com/open-innovations/yff-data-pipelines - rev_lock: e6d8a944bb4a0a9f4108a8bd0d7a731ce33ff468 + rev_lock: 0c3e6391b9900684317f9859a3c1aa3d74404d80 outs: -- md5: b08d4dba89fdbe5271e40f25178cd7e3 - size: 35427 +- md5: 1562b3ff0238d6212747e3f236b422c0 + size: 35744 hash: md5 path: unem-codes.csv diff --git a/working/upstream/unem.csv.dvc b/working/upstream/unem.csv.dvc index 2c06e9d1..5174119f 100644 --- a/working/upstream/unem.csv.dvc +++ b/working/upstream/unem.csv.dvc @@ -1,12 +1,12 @@ -md5: 74678ba74056f5e1b1c6433311b2486a +md5: 7a8a63d3440b16a1edd68cf83e4e6e11 frozen: true deps: - 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size: 1999 +- md5: 49a5a3290b57b5ddadcae4cbda7a5f58 + size: 1803 hash: md5 path: vacancies-growth-by-sector.csv