diff --git a/pipelines/innovation/fastest_sector.ipynb b/pipelines/innovation/fastest_sector.ipynb index 25980ca..7fd206f 100644 --- a/pipelines/innovation/fastest_sector.ipynb +++ b/pipelines/innovation/fastest_sector.ipynb @@ -7,7 +7,8 @@ "outputs": [], "source": [ "import os \n", - "os.chdir('../..')" + "os.chdir('../..')\n", + "from pipelines.util import *" ] }, { @@ -16,22 +17,13 @@ "metadata": {}, "outputs": [], "source": [ - "from pipelines.util import *\n", - "import pandas as pd" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "URL = 'https://github.com/economic-analytics/edd/raw/main/data/parquet/RGVA_LAD.parquet'\n", - "\n", "def fastest_growing_sector():\n", - " data = pd.read_csv(os.path.join(WDIR, 'cs/fasting-growing-sector-by-lad23.csv'), usecols=['geography.code', 'industry.name', '2019-01-01', '2022-01-01', 'growth_2019_2022'])\n", - " data.to_csv(os.path.join(SRC_DIR, 'themes/innovation-change/gva/_data/fastest_growing_sector_by_LAD23.csv'))\n", - " return" + " data = pd.read_csv(os.path.join(WDIR, 'cs/fasting-growing-sector-by-lad23.csv'), usecols=['geography.code', 'industry.name', 'share_2019-01-01', 'share_2022-01-01', 'growth_2019_2022'])\n", + " # convert decimal to % and round to 2dp.\n", + " data[['share_2019-01-01', 'share_2022-01-01']] = data[['share_2019-01-01', 'share_2022-01-01']].mul(100).round(2)\n", + " data.to_csv(os.path.join(SRC_DIR, 'themes/innovation-change/fastest-growing-sectors/_data/fastest_growing_sector_by_LAD23.csv'))\n", + " return\n", + "fastest_growing_sector()" ] } ], @@ -51,7 +43,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.3" + "version": "3.12.4" } }, "nbformat": 4, diff --git a/src/themes/innovation-change/fastest-growing-sectors/_data/fastest_growing_sector_by_LAD23.csv b/src/themes/innovation-change/fastest-growing-sectors/_data/fastest_growing_sector_by_LAD23.csv index 1350adb..3a5032d 100644 --- a/src/themes/innovation-change/fastest-growing-sectors/_data/fastest_growing_sector_by_LAD23.csv +++ b/src/themes/innovation-change/fastest-growing-sectors/_data/fastest_growing_sector_by_LAD23.csv @@ -1,63 +1,63 @@ -,geography.code,industry.name,2019-01-01,2022-01-01,growth_2019_2022 -0,E06000001,Transportation and storage,22,33,50.0 -1,E06000004,Information and communication,99,211,113.13131313131312 -2,E06000002,Human health and social work activities,606,766,26.4026402640264 -3,E06000003,Information and communication,7,11,57.14285714285714 -4,E06000005,Information and communication,335,669,99.70149253731344 -5,E06000047,Construction,635,788,24.094488188976374 -6,E06000057,Accommodation and food service activities,206,278,34.95145631067961 -7,E08000021,Information and communication,854,1274,49.18032786885246 -8,E08000022,Manufacturing,400,568,42.0 -9,E08000023,Information and communication,53,70,32.075471698113205 -10,E08000037,"Arts, entertainment and recreation",32,40,25.0 -11,E08000024,Information and communication,109,223,104.58715596330276 -12,E06000063,Information and communication,75,94,25.333333333333336 -13,E06000064,Administrative and support service activities,123,172,39.83739837398374 -14,E08000003,Information and communication,1837,2687,46.27109417528579 -15,E08000006,"Arts, entertainment and recreation",59,101,71.1864406779661 -16,E08000009,"Professional, scientific and technical activities",643,1385,115.39657853810264 -17,E08000007,"Professional, scientific and technical activities",436,618,41.74311926605505 -18,E08000008,Information and communication,45,57,26.666666666666668 -19,E08000001,Activities of households,5,6,20.0 -20,E08000010,Activities of households,5,7,40.0 -21,E08000002,Activities of households,3,4,33.33333333333333 -22,E08000004,"Arts, entertainment and recreation",19,47,147.36842105263156 -23,E08000005,Information and communication,96,182,89.58333333333334 -24,E06000008,Financial and insurance activities,71,116,63.38028169014085 -25,E06000009,Accommodation and food service activities,184,248,34.78260869565217 -26,E07000121,Information and communication,74,132,78.37837837837837 -27,E07000128,Accommodation and food service activities,74,106,43.24324324324324 -28,E07000119,"Professional, scientific and technical activities",212,352,66.0377358490566 -29,E07000123,Manufacturing,195,258,32.30769230769231 -30,E07000124,Administrative and support service activities,22,43,95.45454545454544 -31,E07000126,Manufacturing,691,1370,98.26338639652676 -32,E07000117,Financial and insurance activities,87,152,74.71264367816092 -33,E07000120,Information and communication,80,113,41.25 -34,E07000122,Activities of households,3,4,33.33333333333333 -35,E07000125,Accommodation and food service activities,18,28,55.55555555555556 -36,E07000118,Manufacturing,165,231,40.0 -37,E07000127,"Professional, scientific and technical activities",155,210,35.483870967741936 -38,E06000007,"Professional, scientific and technical activities",785,1135,44.5859872611465 -39,E06000049,Accommodation and food service activities,330,408,23.636363636363637 -40,E06000050,"Professional, scientific and technical activities",536,708,32.08955223880597 -41,E06000006,Accommodation and food service activities,58,69,18.96551724137931 -42,E08000011,Human health and social work activities,624,786,25.961538461538463 -43,E08000013,Human health and social work activities,196,276,40.81632653061224 -44,E08000012,"Agriculture, mining, electricity, gas, water and waste",203,254,25.12315270935961 -45,E08000014,Information and communication,55,82,49.09090909090909 -46,E08000015,"Professional, scientific and technical activities",521,838,60.84452975047985 -47,E06000010,Accommodation and food service activities,143,230,60.83916083916085 -48,E06000011,Accommodation and food service activities,233,321,37.76824034334764 -49,E06000012,Accommodation and food service activities,91,143,57.14285714285714 -50,E06000013,Accommodation and food service activities,70,108,54.285714285714285 -51,E06000014,Information and communication,205,332,61.95121951219512 -52,E06000065,Financial and insurance activities,424,569,34.19811320754717 -53,E08000016,Public administration and defence,103,140,35.92233009708738 -54,E08000017,Information and communication,129,169,31.007751937984494 -55,E08000018,Wholesale and retail trade; repair of motor vehicles,482,567,17.634854771784234 -56,E08000019,Information and communication,850,1447,70.23529411764706 -57,E08000032,Financial and insurance activities,469,649,38.37953091684435 -58,E08000035,Information and communication,2151,3087,43.51464435146444 -59,E08000033,Other service activities,173,284,64.16184971098265 -60,E08000034,Financial and insurance activities,71,121,70.4225352112676 -61,E08000036,"Agriculture, mining, electricity, gas, water and waste",256,468,82.8125 +,geography.code,industry.name,share_2019-01-01,share_2022-01-01,growth_2019_2022 +0,E06000001,Transportation and storage,1.6,2.49,50.0 +1,E06000004,Information and communication,1.9,3.87,113.13131313131312 +2,E06000002,Human health and social work activities,20.15,24.43,26.4026402640264 +3,E06000003,Information and communication,0.39,0.61,57.14285714285714 +4,E06000005,Information and communication,13.43,25.28,99.70149253731344 +5,E06000047,Construction,7.02,8.14,24.094488188976374 +6,E06000057,Accommodation and food service activities,3.85,4.96,34.95145631067961 +7,E08000021,Information and communication,9.04,12.65,49.18032786885246 +8,E08000022,Manufacturing,8.69,11.36,42.0 +9,E08000023,Information and communication,2.8,3.87,32.075471698113205 +10,E08000037,"Arts, entertainment and recreation",0.71,0.95,25.0 +11,E08000024,Information and communication,1.51,3.41,104.58715596330276 +12,E06000063,Information and communication,1.2,1.62,25.333333333333336 +13,E06000064,Administrative and support service activities,2.0,2.85,39.83739837398374 +14,E08000003,Information and communication,7.27,9.47,46.27109417528579 +15,E08000006,"Arts, entertainment and recreation",0.73,1.08,71.1864406779661 +16,E08000009,"Professional, scientific and technical activities",6.88,13.89,115.39657853810264 +17,E08000007,"Professional, scientific and technical activities",6.33,8.14,41.74311926605505 +18,E08000008,Information and communication,1.32,1.7,26.666666666666668 +19,E08000001,Activities of households,0.09,0.1,20.0 +20,E08000010,Activities of households,0.1,0.13,40.0 +21,E08000002,Activities of households,0.09,0.12,33.33333333333333 +22,E08000004,"Arts, entertainment and recreation",0.46,1.18,147.36842105263156 +23,E08000005,Information and communication,2.59,4.73,89.58333333333334 +24,E06000008,Financial and insurance activities,2.26,3.31,63.38028169014085 +25,E06000009,Accommodation and food service activities,6.47,8.68,34.78260869565217 +26,E07000121,Information and communication,2.6,4.48,78.37837837837837 +27,E07000128,Accommodation and food service activities,4.2,6.08,43.24324324324324 +28,E07000119,"Professional, scientific and technical activities",7.95,13.59,66.0377358490566 +29,E07000123,Manufacturing,4.31,5.7,32.30769230769231 +30,E07000124,Administrative and support service activities,1.36,2.32,95.45454545454544 +31,E07000126,Manufacturing,18.87,31.08,98.26338639652676 +32,E07000117,Financial and insurance activities,4.34,7.46,74.71264367816092 +33,E07000120,Information and communication,5.66,7.77,41.25 +34,E07000122,Activities of households,0.17,0.24,33.33333333333333 +35,E07000125,Accommodation and food service activities,1.73,2.59,55.55555555555556 +36,E07000118,Manufacturing,7.55,10.05,40.0 +37,E07000127,"Professional, scientific and technical activities",5.71,7.07,35.483870967741936 +38,E06000007,"Professional, scientific and technical activities",9.65,13.5,44.5859872611465 +39,E06000049,Accommodation and food service activities,2.32,2.93,23.636363636363637 +40,E06000050,"Professional, scientific and technical activities",4.74,6.14,32.08955223880597 +41,E06000006,Accommodation and food service activities,1.35,1.63,18.96551724137931 +42,E08000011,Human health and social work activities,16.92,21.68,25.961538461538463 +43,E08000013,Human health and social work activities,7.02,10.0,40.81632653061224 +44,E08000012,"Agriculture, mining, electricity, gas, water and waste",1.44,1.69,25.12315270935961 +45,E08000014,Information and communication,1.32,1.86,49.09090909090909 +46,E08000015,"Professional, scientific and technical activities",9.97,15.4,60.84452975047985 +47,E06000010,Accommodation and food service activities,2.37,3.62,60.83916083916085 +48,E06000011,Accommodation and food service activities,3.27,4.06,37.76824034334764 +49,E06000012,Accommodation and food service activities,2.8,3.92,57.14285714285714 +50,E06000013,Accommodation and food service activities,1.39,1.88,54.285714285714285 +51,E06000014,Information and communication,3.19,4.79,61.95121951219512 +52,E06000065,Financial and insurance activities,2.79,3.51,34.19811320754717 +53,E08000016,Public administration and defence,2.59,3.33,35.92233009708738 +54,E08000017,Information and communication,2.26,2.84,31.007751937984494 +55,E08000018,Wholesale and retail trade; repair of motor vehicles,10.14,12.19,17.634854771784234 +56,E08000019,Information and communication,6.47,10.11,70.23529411764706 +57,E08000032,Financial and insurance activities,4.83,6.31,38.37953091684435 +58,E08000035,Information and communication,7.85,10.62,43.51464435146444 +59,E08000033,Other service activities,3.28,5.69,64.16184971098265 +60,E08000034,Financial and insurance activities,0.95,1.54,70.4225352112676 +61,E08000036,"Agriculture, mining, electricity, gas, water and waste",3.24,5.64,82.8125 diff --git a/src/themes/innovation-change/fastest-growing-sectors/index.vto b/src/themes/innovation-change/fastest-growing-sectors/index.vto index 8c67d49..7c5e4b4 100644 --- a/src/themes/innovation-change/fastest-growing-sectors/index.vto +++ b/src/themes/innovation-change/fastest-growing-sectors/index.vto @@ -67,6 +67,6 @@ nicetheme: Innovation & Change "label": "filterLabel" } }, - "tooltip": "{{ n }}
Fastest growing sector: {{ industry.name }}
Percentage change in GVA 2019-22: {{ {{ _value }} | toLocaleString() | toFixed(1) }} %" + "tooltip": "{{ n }}
Fastest growing sector: {{ industry.name }}
Percentage change in GVA 2019-22: {{ growth_2019_2022 | toLocaleString() | toFixed(1) }} %
Share of local authority GVA in 2022: {{ share_2022-01-01 | toLocaleString() | toFixed(1) }} %" } }) }} \ No newline at end of file