Update pipelines

open-innovations · Sep 18, 2024 · 7dc4d77 · 7dc4d77
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diff --git a/pipelines/dvc.lock b/pipelines/dvc.lock
@@ -5,24 +5,24 @@ stages:
     deps:
     - path: pipelines/b-corp.pl
       hash: md5
-      md5: f67559790919f800f74d2c8da1624daa
-      size: 10668
+      md5: 5374aa557d56e2c35c041cc6bd8c1570
+      size: 10305
     - path: pipelines/lib.pl
       hash: md5
       md5: 89f073c99fdb2dc988646aa10e75df19
       size: 2534
     outs:
     - path: src/themes/sustainable-growth/b-corporations/_data/bcorp_by_la.csv
       hash: md5
-      md5: c2522ed4cf6d6d660be9d28e2febadba
-      size: 116053
+      md5: 124ce52c374210ad40135682118822c7
+      size: 8773
     - path: src/themes/sustainable-growth/b-corporations/_data/bcorp_north.csv
       hash: md5
-      md5: f76f04bdf85789450e90e2cd1a550744
-      size: 83
+      md5: c9da047aa9048d7efdec96d1ba65759c
+      size: 77
     - path: src/themes/sustainable-growth/b-corporations/_data/updated.yaml
       hash: md5
-      md5: 90fc89d7d05e4a0af924b44f31034145
+      md5: 8d3399781bf4d39a08385d943307d3a8
       size: 16
   metadata:
     cmd: python pipelines/metadata.py
@@ -45,14 +45,14 @@ stages:
     deps:
     - path: https://raw.githubusercontent.com/economic-analytics/edd/main/data/edd_dict.csv
       hash: md5
-      checksum: '"24867353933a306548f56f1aed4940692e5fbf45bdea197974dd8bccebf2bdf7"'
-      size: 8077
+      checksum: '"d60d0affb2305787fa43205773f4ff876e9ccb1af0635f288b909598ef2e3ef8"'
+      size: 10438
     - path: pipelines/edd_dictionary.py
       hash: md5
       md5: 447c3dbdee681c2e3d8865ea7dc82f66
       size: 831
     outs:
     - path: src/_data/edd_dictionary.yaml
       hash: md5
-      md5: 67aa69c8da04231ad30c922aee74e919
-      size: 7779
+      md5: 19794c92b1947540b701c671281edd2f
+      size: 7791
diff --git a/pipelines/people/dvc.lock b/pipelines/people/dvc.lock
@@ -9,22 +9,22 @@ stages:
       size: 3763
     - path: https://github.com/economic-analytics/edd/raw/main/data/parquet/LMS.parquet
       hash: md5
-      checksum: '"dcc28d8d3ebcd8a1924f68a4437a29d71f24387973fd6fc03ad116151d84a781"'
-      size: 3124199
+      checksum: '"5c480b7ca56516bde94aef71e91cee537a4680ea347640caa661d4ddeb1ce753"'
+      size: 3230806
     - path: vacancies.py
       hash: md5
       md5: e7202141bcf8de5b8e50329eda6d0b45
       size: 2278
     outs:
     - path: ../../src/themes/people-skills-future/vacancies/_data/vacancies_by_sector.csv
       hash: md5
-      md5: 7ee94c7611345476343600d8aeda6292
-      size: 13529
+      md5: 9d5a19693e8bbe37eac96277df204c14
+      size: 13530
     - path: 
         ../../src/themes/people-skills-future/vacancies/_data/vacancies_yearly_change_by_sector.csv
       hash: md5
-      md5: 2a114e87ec05254eb7c461a85b031de4
-      size: 1510
+      md5: a9e124bcd89ab6f76329f1299880e107
+      size: 1504
   employment:
     cmd: PYTHONPATH=../.. python employment.py
     deps:
@@ -100,8 +100,8 @@ stages:
     - path: 
         https://raw.githubusercontent.com/open-innovations/yff-data-pipelines/main/data/processed/neet.csv
       hash: md5
-      checksum: '"14ccdbb3a4299537b8eb04d5d83a1ac0f8eed61d0847d29812fa42b3b7c0b694"'
-      size: 367480
+      checksum: '"0c109f51e636df13abe0f3cbe36c68ec862a55ff02e6dc3c9587c34cb4462b50"'
+      size: 371562
     - path: 
         https://raw.githubusercontent.com/open-innovations/yff-data-pipelines/main/data/processed/yff/neet-factors.csv
       hash: md5
@@ -114,7 +114,7 @@ stages:
     outs:
     - path: ../../src/themes/people-skills-future/employment/_data/neet.csv
       hash: md5
-      md5: 9388a8604edf7c27235d8d27aeede084
+      md5: e151a335813d03cf77bc796758158ac7
       size: 160
     - path: ../../src/themes/people-skills-future/employment/_data/risk_of_neet_by_la.csv
       hash: md5

diff --git a/pipelines/true-north/dvc.lock b/pipelines/true-north/dvc.lock
@@ -13,44 +13,44 @@ stages:
       size: 9712
     - path: clean_members_list.ipynb
       hash: md5
-      md5: b0cc805af988208b977d471453a8d4c3
-      size: 14508
+      md5: 38a2af2fc156c5ac9b60144b98b6384e
+      size: 14515
     outs:
     - path: ../../working/true-north/true_north_clean.csv
       hash: md5
-      md5: 50c98bc87ca91e57f1ea98e83e6d0366
-      size: 66802
+      md5: bbc2db00c2f66e95bdfb08104a9886a4
+      size: 76323
   analyse:
     cmd: papermill --no-progress-bar --no-report-mode analyse_members_list.ipynb ../../output/analyse_members_list.ipynb
     deps:
     - path: ../../working/true-north/true_north_clean.csv
       hash: md5
-      md5: 50c98bc87ca91e57f1ea98e83e6d0366
-      size: 66802
+      md5: bbc2db00c2f66e95bdfb08104a9886a4
+      size: 76323
     - path: analyse_members_list.ipynb
       hash: md5
-      md5: a1f73bead4b80e69134ef9af2bdee80f
-      size: 66298
+      md5: 1d417f023c4c12e0a26c417d092e1dff
+      size: 67720
     outs:
     - path: ../../src/overview/membership/_data/cumsum.csv
       hash: md5
-      md5: 6ebbcdc6af6758755be2a832514384b5
-      size: 607
+      md5: 4eba2a13cff76ba3821da7df2dcb227b
+      size: 642
     - path: ../../src/overview/membership/_data/sector_word_counts.csv
       hash: md5
-      md5: acb67707abe569f4a63b8b373233bc29
-      size: 303
+      md5: b1018dd25a05c99b01120baddc708267
+      size: 318
     - path: ../../src/overview/membership/_data/top_locations.csv
       hash: md5
-      md5: ade6fb3c6c571bd4d41834dbb83493ba
+      md5: 5c455423c1895bd32f4e8acfc23bfbb1
       size: 96
     - path: ../../src/overview/membership/_data/true_north_members_list.csv
       hash: md5
-      md5: 266d8d98c99a9839b409e17becb9946f
+      md5: b5dff2598785e7bbbde9c861ccba3dcb
       size: 719
     - path: ../../src/overview/membership/_data/updated.yaml
       hash: md5
-      md5: 0915cb00c9e58d4efa7411a6c66d48ca
+      md5: cd14408154993b809ccc0a6d1ee14b83
       size: 20
   northern-stars:
     cmd: papermill --no-progress-bar --no-report-mode northern_stars.ipynb ../../output/northern_stars.ipynb

diff --git a/src/_data/edd_dictionary.yaml b/src/_data/edd_dictionary.yaml
@@ -19,53 +19,53 @@ BB:
   desc: 'UK National Accounts, The Blue Book'
   url: 'https://www.ons.gov.uk/file?uri=/economy/grossdomesticproductgdp/datasets/bluebook/current/bb.csv'
 CXNV:
-  last_update: '2024-06-28'
-  next_update: '2024-08-15'
+  last_update: '2024-08-15'
+  next_update: '2024-09-30'
   desc: 'Business Investment'
   url: 'https://www.ons.gov.uk/file?uri=/economy/grossdomesticproductgdp/datasets/businessinvestment/current/cxnv.csv'
 DIOP:
-  last_update: '2024-07-11'
-  next_update: '2024-08-15'
+  last_update: '2024-09-11'
+  next_update: '2024-10-11'
   desc: 'Index of Production'
   url: 'https://www.ons.gov.uk/file?uri=/economy/economicoutputandproductivity/output/datasets/indexofproduction/current/diop.csv'
 DRSI:
-  last_update: '2024-07-19'
-  next_update: '2024-08-16'
+  last_update: '2024-08-16'
+  next_update: '2024-09-20'
   desc: 'Retail Sales Index'
   url: 'https://www.ons.gov.uk/file?uri=/businessindustryandtrade/retailindustry/datasets/retailsales/current/drsi.csv'
 EMP:
-  last_update: '2024-07-18'
-  next_update: '2024-08-13'
+  last_update: '2024-09-10'
+  next_update: '2024-10-15'
   desc: 'Average Weekly Earnings'
   url: 'https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/averageweeklyearnings/current/emp.csv'
 IOS1:
-  last_update: '2024-07-11'
-  next_update: '2024-08-15'
+  last_update: '2024-09-11'
+  next_update: '2024-10-11'
   desc: 'Index of Services'
   url: 'https://www.ons.gov.uk/file?uri=/economy/economicoutputandproductivity/output/datasets/indexofservices/current/ios1.csv'
 LMS:
-  last_update: '2024-07-18'
-  next_update: '2024-08-13'
+  last_update: '2024-09-10'
+  next_update: '2024-10-15'
   desc: 'Labour Market Statistics'
   url: 'https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/datasets/labourmarketstatistics/current/lms.csv'
 MGDP:
-  last_update: '2024-07-11'
-  next_update: '2024-08-15'
+  last_update: '2024-09-11'
+  next_update: '2024-10-11'
   desc: 'Monthly GDP'
   url: 'https://www.ons.gov.uk/file?uri=/economy/grossdomesticproductgdp/datasets/gdpmonthlyestimateuktimeseriesdataset/current/mgdp.csv'
 MM22:
-  last_update: '2024-07-17'
-  next_update: '2024-08-14'
+  last_update: '2024-09-18'
+  next_update: '2024-10-16'
   desc: 'Producer Price Inflation'
   url: 'https://www.ons.gov.uk/file?uri=/economy/inflationandpriceindices/datasets/producerpriceindex/current/mm22.csv'
 MM23:
-  last_update: '2024-07-17'
-  next_update: '2024-08-14'
+  last_update: '2024-09-18'
+  next_update: '2024-10-16'
   desc: 'Consumer Price Inflation'
   url: 'https://www.ons.gov.uk/file?uri=/economy/inflationandpriceindices/datasets/consumerpriceindices/current/mm23.csv'
 MRET:
-  last_update: '2024-07-11'
-  next_update: '2024-08-15'
+  last_update: '2024-09-11'
+  next_update: '2024-10-11'
   desc: 'UK Trade'
   url: 'https://www.ons.gov.uk/file?uri=/economy/nationalaccounts/balanceofpayments/datasets/tradeingoodsmretsallbopeu2013timeseriesspreadsheet/current/mret.csv'
 PDGP:
@@ -80,17 +80,17 @@ PN2:
   url: 'https://www.ons.gov.uk/file?uri=/economy/grossdomesticproductgdp/datasets/secondestimateofgdp/current/pn2.csv'
 PRDY:
   last_update: '2024-02-15'
-  next_update: 'NA'
+  next_update: '2024-11-15'
   desc: 'Labour Productivity'
   url: 'https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/labourproductivity/datasets/labourproductivity/current/prdy.csv'
 PSE:
-  last_update: '2024-06-11'
-  next_update: '2024-09-10'
+  last_update: '2024-09-10'
+  next_update: '2024-12-17'
   desc: 'Public Sector Employment'
   url: 'https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/publicsectorpersonnel/datasets/publicsectoremploymenttimeseriesdataset/current/pse.csv'
 PUSF:
-  last_update: '2024-07-19'
-  next_update: '2024-08-21'
+  last_update: '2024-08-21'
+  next_update: '2024-09-20'
   desc: 'Public Sector Finances'
   url: 'https://www.ons.gov.uk/file?uri=/economy/governmentpublicsectorandtaxes/publicsectorfinance/datasets/publicsectorfinances/current/pusf.csv'
 QNA:
@@ -119,8 +119,8 @@ UKEA:
   desc: 'UK Economic Accounts'
   url: 'https://www.ons.gov.uk/file?uri=/economy/grossdomesticproductgdp/datasets/unitedkingdomeconomicaccounts/current/ukea.csv'
 UNEM:
-  last_update: '2024-07-18'
-  next_update: '2024-08-13'
+  last_update: '2024-09-10'
+  next_update: '2024-10-15'
   desc: 'Claimant Count and Vacancies'
   url: 'https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peoplenotinwork/unemployment/datasets/claimantcountandvacanciesdataset/current/unem.csv'
 PROD_LAD:
@@ -203,7 +203,7 @@ CC:
   next_update: 'NA'
   desc: 'Claimant Count'
   url: 'NA'
-RGDHI:
+RGDHI_LAD:
   last_update: '2023-09-14'
   next_update: 'NA'
   desc: 'Regional Gross Disposable Household Income'
@@ -214,13 +214,13 @@ RFDI:
   desc: 'Regional Foreign Direct Investment'
   url: 'NA'
 CONS:
-  last_update: '2024-07-11'
-  next_update: '2024-08-15'
+  last_update: '2024-09-11'
+  next_update: '2024-10-11'
   desc: 'Output in the Construction Industry'
   url: 'NA'
 INS1:
-  last_update: '2024-07-19'
-  next_update: '2024-08-20'
+  last_update: '2024-08-20'
+  next_update: '2024-09-20'
   desc: 'Monthly Insolvencies by Type'
   url: 'NA'
 INS2:

diff --git a/src/overview/membership/_data/updated.yaml b/src/overview/membership/_data/updated.yaml
@@ -1 +1 @@
-2024-09-18 09:50:37
+2024-09-18 09:53:11
diff --git a/src/themes/people-skills-future/employment/_data/neet.csv b/src/themes/people-skills-future/employment/_data/neet.csv
@@ -1,2 +1,2 @@
 date,sheet,age,measure,value
-Jan-Mar 2024,People - SA,Aged 16-24,People who were NEET as a percentage of people in relevant population group,12.602726874727828
+Apr-Jun 2024,People - SA,Aged 16-24,People who were NEET as a percentage of people in relevant population group,12.179103100423097
diff --git a/src/themes/people-skills-future/vacancies/_data/vacancies_by_sector.csv b/src/themes/people-skills-future/vacancies/_data/vacancies_by_sector.csv
@@ -1,6 +1,4 @@
 decimal_date,date,Accommodation & Food Services Activities.,Administrative & Support Service Activities.,"Arts, Entertainment & Recreation.",Construction,Education.,"Electricity, Gas, Steam & Air Con Supply",Financial & Insurance Activities.,Human Health & Social Work.,Information & Communication.,Manufacturing,Mining & Quarrying,Other Service Activities.,"Professional, Scientific & Technical Activities.",Public Administration & Defence.,Real Estate Activities.,Transport & Storage,"Water Supply, Sewarage, Waste Management etc.","Wholesale & Retail, Repair of motor vehicles."
-2014.41,2014-06-01,75.0,48.0,16.0,19.0,49.0,4.0,37.0,94.0,29.0,50.0,2.0,19.0,60.0,11.0,11.0,21.0,2.0,124.0
-2014.5,2014-07-01,76.0,47.0,16.0,22.0,52.0,4.0,36.0,97.0,31.0,51.0,2.0,18.0,60.0,10.0,10.0,23.0,2.0,125.0
 2014.58,2014-08-01,76.0,45.0,14.0,23.0,51.0,4.0,36.0,97.0,34.0,53.0,2.0,15.0,64.0,11.0,9.0,25.0,2.0,127.0
 2014.67,2014-09-01,77.0,48.0,14.0,23.0,52.0,4.0,36.0,101.0,38.0,48.0,2.0,17.0,63.0,11.0,11.0,27.0,2.0,128.0
 2014.75,2014-10-01,78.0,49.0,13.0,22.0,52.0,4.0,37.0,104.0,37.0,48.0,2.0,17.0,62.0,12.0,10.0,28.0,2.0,128.0
@@ -107,15 +105,17 @@ decimal_date,date,Accommodation & Food Services Activities.,Administrative & Sup
 2023.16,2023-03-01,135.0,71.0,27.0,41.0,72.0,6.0,41.0,193.0,51.0,75.0,2.0,24.0,110.0,40.0,12.0,43.0,7.0,139.0
 2023.25,2023-04-01,132.0,67.0,25.0,39.0,70.0,6.0,39.0,190.0,51.0,74.0,2.0,25.0,104.0,39.0,14.0,39.0,7.0,139.0
 2023.33,2023-05-01,129.0,65.0,24.0,39.0,68.0,6.0,38.0,186.0,48.0,71.0,2.0,25.0,99.0,40.0,14.0,39.0,7.0,142.0
-2023.41,2023-06-01,124.0,62.0,26.0,41.0,67.0,7.0,38.0,181.0,48.0,71.0,2.0,24.0,98.0,39.0,14.0,38.0,7.0,137.0
-2023.49,2023-07-01,119.0,58.0,26.0,37.0,67.0,6.0,37.0,181.0,47.0,70.0,2.0,24.0,95.0,38.0,12.0,38.0,7.0,136.0
+2023.41,2023-06-01,125.0,63.0,26.0,40.0,67.0,7.0,38.0,181.0,48.0,71.0,2.0,24.0,98.0,39.0,14.0,38.0,7.0,137.0
+2023.49,2023-07-01,119.0,59.0,26.0,37.0,67.0,6.0,37.0,181.0,47.0,70.0,2.0,24.0,95.0,38.0,12.0,38.0,7.0,136.0
 2023.58,2023-08-01,118.0,55.0,26.0,34.0,65.0,6.0,35.0,178.0,45.0,70.0,2.0,23.0,93.0,37.0,10.0,39.0,7.0,138.0
 2023.66,2023-09-01,113.0,57.0,21.0,33.0,66.0,5.0,36.0,179.0,43.0,69.0,2.0,22.0,93.0,37.0,9.0,35.0,6.0,133.0
 2023.75,2023-10-01,114.0,60.0,19.0,36.0,65.0,5.0,36.0,174.0,43.0,66.0,2.0,20.0,92.0,39.0,11.0,33.0,6.0,130.0
 2023.83,2023-11-01,109.0,63.0,17.0,37.0,64.0,5.0,36.0,169.0,42.0,65.0,2.0,19.0,92.0,38.0,13.0,31.0,6.0,122.0
 2023.91,2023-12-01,107.0,64.0,18.0,35.0,62.0,5.0,33.0,166.0,44.0,68.0,2.0,18.0,91.0,37.0,13.0,32.0,7.0,121.0
 2024.0,2024-01-01,108.0,67.0,16.0,36.0,63.0,5.0,34.0,160.0,43.0,67.0,2.0,18.0,91.0,36.0,14.0,31.0,6.0,120.0
 2024.08,2024-02-01,108.0,67.0,14.0,37.0,63.0,5.0,37.0,162.0,44.0,65.0,2.0,19.0,89.0,36.0,16.0,35.0,7.0,116.0
-2024.16,2024-03-01,107.0,66.0,17.0,36.0,63.0,5.0,36.0,162.0,39.0,62.0,2.0,18.0,90.0,36.0,16.0,35.0,6.0,113.0
-2024.25,2024-04-01,103.0,65.0,19.0,39.0,63.0,5.0,35.0,163.0,41.0,62.0,2.0,17.0,91.0,37.0,15.0,35.0,7.0,110.0
-2024.33,2024-05-01,101.0,62.0,21.0,36.0,62.0,4.0,34.0,162.0,41.0,63.0,2.0,18.0,88.0,37.0,13.0,34.0,7.0,107.0
+2024.16,2024-03-01,108.0,67.0,17.0,36.0,63.0,5.0,36.0,162.0,39.0,61.0,2.0,18.0,90.0,36.0,16.0,35.0,6.0,113.0
+2024.25,2024-04-01,100.0,65.0,19.0,38.0,64.0,5.0,35.0,162.0,40.0,62.0,2.0,17.0,89.0,37.0,15.0,35.0,7.0,110.0
+2024.33,2024-05-01,97.0,61.0,20.0,36.0,62.0,4.0,33.0,162.0,40.0,63.0,2.0,17.0,86.0,36.0,14.0,34.0,7.0,107.0
+2024.41,2024-06-01,95.0,59.0,18.0,38.0,60.0,5.0,32.0,158.0,39.0,62.0,2.0,16.0,88.0,36.0,14.0,36.0,7.0,108.0
+2024.5,2024-07-01,98.0,55.0,18.0,37.0,59.0,4.0,34.0,154.0,39.0,61.0,1.0,15.0,88.0,35.0,13.0,34.0,7.0,107.0
diff --git a/src/themes/people-skills-future/vacancies/_data/vacancies_yearly_change_by_sector.csv b/src/themes/people-skills-future/vacancies/_data/vacancies_yearly_change_by_sector.csv
@@ -1,19 +1,19 @@
-sector,2015.33,2016.33,2017.33,2018.33,2019.33,2020.33,2021.33,2022.33,2023.33,2024.33
-Accommodation & Food Services Activities.,,1.2,12.3,0.0,1.1,-91.3,1262.5,61.5,-26.7,-21.7
-Administrative & Support Service Activities.,,-5.8,10.2,3.7,-12.5,-40.8,120.7,25.0,-18.8,-4.6
-"Arts, Entertainment & Recreation.",,0.0,12.5,27.8,-13.0,-90.0,1150.0,36.0,-29.4,-12.5
-Construction,,-15.4,22.7,-3.7,0.0,-73.1,328.6,53.3,-15.2,-7.7
-Education.,,-5.8,-2.0,-2.1,8.5,-56.9,127.3,46.0,-6.8,-8.8
-"Electricity, Gas, Steam & Air Con Supply",,0.0,0.0,0.0,0.0,-50.0,200.0,0.0,0.0,-33.3
-Financial & Insurance Activities.,,-8.8,16.1,5.6,-10.5,-50.0,94.1,66.7,-30.9,-10.5
-Human Health & Social Work.,,4.4,4.2,8.1,3.8,-25.4,48.5,39.2,-12.7,-12.9
-Information & Communication.,,25.0,-8.9,17.1,-10.4,-69.8,269.2,64.6,-39.2,-14.6
-Manufacturing,,-8.0,15.2,13.2,-10.0,-55.6,166.7,46.9,-24.5,-11.3
-Mining & Quarrying,,0.0,0.0,0.0,100.0,-100.0,inf,100.0,0.0,0.0
-Other Service Activities.,,37.5,-13.6,42.1,-25.9,-70.0,216.7,31.6,0.0,-28.0
-"Professional, Scientific & Technical Activities.",,-1.5,3.0,8.7,4.0,-59.0,153.1,64.2,-25.6,-11.1
-Public Administration & Defence.,,18.2,23.1,31.2,4.8,-31.8,60.0,66.7,0.0,-7.5
-Real Estate Activities.,,-9.1,10.0,-9.1,20.0,-66.7,300.0,6.2,-17.6,-7.1
-Transport & Storage,,12.5,-16.7,33.3,2.5,-75.6,250.0,54.3,-27.8,-12.8
-"Water Supply, Sewarage, Waste Management etc.",,0.0,0.0,33.3,0.0,-50.0,200.0,50.0,-22.2,0.0
-"Wholesale & Retail, Repair of motor vehicles.",,7.8,0.7,-8.6,3.1,-72.5,200.0,54.6,-15.0,-24.6
+sector,2015.49,2016.5,2017.5,2018.5,2019.49,2020.5,2021.5,2022.5,2023.49,2024.5
+Accommodation & Food Services Activities.,,-6.1,19.5,0.0,2.2,-73.4,484.0,14.4,-28.7,-17.6
+Administrative & Support Service Activities.,,2.0,1.9,3.8,-9.1,-46.0,188.9,0.0,-24.4,-6.8
+"Arts, Entertainment & Recreation.",,37.5,-36.4,28.6,27.8,-82.6,650.0,10.0,-21.2,-30.8
+Construction,,-16.0,42.9,-3.3,-13.8,-28.0,111.1,21.1,-19.6,0.0
+Education.,,-7.8,6.4,0.0,2.0,-43.1,96.6,29.8,-9.5,-11.9
+"Electricity, Gas, Steam & Air Con Supply",,0.0,0.0,0.0,-25.0,0.0,100.0,0.0,0.0,-33.3
+Financial & Insurance Activities.,,-17.1,27.6,5.4,-12.8,-50.0,129.4,35.9,-30.2,-8.1
+Human Health & Social Work.,,0.0,0.0,12.6,3.7,-20.1,55.0,25.0,-15.8,-14.9
+Information & Communication.,,21.6,-2.2,6.8,-8.5,-58.1,227.8,13.6,-29.9,-17.0
+Manufacturing,,-3.9,4.1,19.6,-11.5,-42.6,141.9,18.7,-21.3,-12.9
+Mining & Quarrying,,0.0,0.0,0.0,100.0,-100.0,inf,100.0,0.0,-50.0
+Other Service Activities.,,46.7,-9.1,35.0,-29.6,-63.2,257.1,-20.0,20.0,-37.5
+"Professional, Scientific & Technical Activities.",,-7.1,6.2,10.1,6.6,-46.9,127.9,33.7,-27.5,-7.4
+Public Administration & Defence.,,16.7,21.4,23.5,4.8,-18.2,55.6,46.4,-7.3,-7.9
+Real Estate Activities.,,-21.4,-9.1,10.0,0.0,-36.4,114.3,6.7,-25.0,8.3
+Transport & Storage,,17.2,0.0,17.6,-12.5,-42.9,125.0,13.3,-25.5,-10.5
+"Water Supply, Sewarage, Waste Management etc.",,33.3,-25.0,33.3,0.0,-25.0,100.0,50.0,-22.2,0.0
+"Wholesale & Retail, Repair of motor vehicles.",,6.2,5.1,-6.9,-3.7,-59.7,163.5,18.2,-16.0,-21.3