From 92fa42c8aa7fbcbd70ad621aa54bb65b5111d999 Mon Sep 17 00:00:00 2001 From: luke-strange <92686634+luke-strange@users.noreply.github.com> Date: Fri, 9 Aug 2024 09:47:48 +0100 Subject: [PATCH] Update latest membership figures --- .../true-north/analyse_members_list.ipynb | 1083 ++++++++--------- pipelines/true-north/clean_members_list.ipynb | 17 +- src/overview/membership/_data/cumsum.csv | 31 +- .../membership/_data/sector_word_counts.csv | 35 +- .../membership/_data/top_locations.csv | 10 +- .../_data/true_north_members_list.csv | 12 +- src/overview/membership/_data/updated.yaml | 2 +- src/overview/membership/index.vto | 14 +- 8 files changed, 547 insertions(+), 657 deletions(-) diff --git a/pipelines/true-north/analyse_members_list.ipynb b/pipelines/true-north/analyse_members_list.ipynb index 70f2407..81d734b 100644 --- a/pipelines/true-north/analyse_members_list.ipynb +++ b/pipelines/true-north/analyse_members_list.ipynb @@ -59,88 +59,88 @@ " \n", " \n", " \n", - " 2\n", - " 2024-07-12 10:00:00\n", - " 2023-05-01 00:00:00\n", + " 0\n", + " 2024-08-08 10:25:00\n", + " 2024-07-16 12:37:00\n", " Yes\n", " Yes\n", " No\n", - " Yes\n", - " Freshfield PR Ltd\n", + " No\n", + " Leeds Community Foundation\n", + " Leeds\n", " NaN\n", + " not-for-profit\n", + " West Yorkshire\n", + " Purpose and societal impact\n", + " Keeping informed about the latest True North n...\n", + " 10-49\n", + " \n", + " \n", + " 1\n", + " 2024-08-07 16:26:00\n", + " 2023-07-19 13:56:00\n", " NaN\n", - " Marketing\n", " NaN\n", - " People, skills and the future\n", " NaN\n", " NaN\n", + " MHA\n", + " NaN\n", + " NaN\n", + " Finance and Insurance\n", + " Greater Manchester\n", + " NaN\n", + " NaN\n", + " 250+\n", " \n", " \n", - " 8\n", - " 2024-07-10 09:00:00\n", - " 2024-03-11 11:09:00\n", - " Yes\n", - " Yes\n", - " No\n", - " No\n", - " Marsden Strategy\n", + " 2\n", + " 2024-08-07 13:00:00\n", + " 2023-05-01 00:00:00\n", + " NaN\n", + " NaN\n", " NaN\n", " NaN\n", - " Public Affairs Consultancy\n", + " Manchester Law Society\n", + " Manchester\n", + " NaN\n", + " Legal\n", " Greater Manchester\n", - " People, skills and the future; Innovation and ...\n", - " Keeping informed about the latest True North n...\n", + " NaN\n", + " NaN\n", " 0-9\n", " \n", " \n", - " 12\n", - " 2024-07-08 18:01:00\n", - " 2024-03-07 07:09:00\n", + " 3\n", + " 2024-08-07 09:46:00\n", + " 2024-08-07 09:46:00\n", " Yes\n", " Yes\n", " No\n", " No\n", - " Sustainable Ventures\n", - " Greater Manchester\n", + " Ruddock Associates\n", " NaN\n", - " Business admin and support\n", - " Greater Manchester\n", - " Innovation and change; Purpose and societal im...\n", + " NaN\n", + " Professional Services\n", + " West Yorkshire\n", + " People, skills and the future\n", " Keeping informed about the latest True North n...\n", " 0-9\n", " \n", " \n", - " 18\n", - " 2024-07-01 08:06:00\n", - " 2024-02-06 13:56:00\n", - " Yes\n", - " Yes\n", - " No\n", - " Yes\n", - " Essential Sourcing\n", - " Blackburn\n", + " 4\n", + " 2024-08-07 09:24:00\n", + " 2024-08-07 09:24:00\n", + " NaN\n", " NaN\n", - " Procurement & Sourcing\n", + " NaN\n", + " NaN\n", + " 6th Baronet\n", + " NaN\n", + " NaN\n", + " Construction\n", " Lancashire\n", - " People, skills and the future; Innovation and ...\n", - " Keeping informed about the latest True North n...\n", - " 0-9\n", - " \n", - " \n", - " 26\n", - " 2024-06-25 17:18:00\n", - " 2024-06-25 17:18:00\n", - " Yes\n", - " Yes\n", - " Yes\n", - " Yes\n", - " Pet Trust UK\n", " NaN\n", " NaN\n", - " Technology and Software Development; Other - p...\n", - " Greater Manchester\n", - " People, skills and the future; Innovation and ...\n", - " Keeping informed about the latest True North n...\n", " 0-9\n", " \n", " \n", @@ -161,58 +161,24 @@ " ...\n", " \n", " \n", - " 259\n", + " 312\n", " 2023-05-01 00:00:00\n", " 2023-05-01 00:00:00\n", " Yes\n", " Yes\n", " No\n", - " No\n", - " Hatch Recruitment Ltd\n", - " Eccles\n", - " NaN\n", - " Recruitment\n", - " Lancashire; West Yorkshire; Greater Manchester...\n", - " People, skills and the future\n", - " Keeping informed about the latest True North n...\n", - " 0-9\n", - " \n", - " \n", - " 266\n", - " 2023-05-01 00:00:00\n", - " 2023-05-01 00:00:00\n", " Yes\n", - " Yes\n", - " No\n", - " No\n", - " Open Awards\n", - " Speke\n", + " Lagan's Foundation\n", " NaN\n", - " Education\n", - " Merseyside\n", + " NaN\n", + " Charity, healthcare, education\n", + " Lancashire; Greater Manchester; Merseyside; Ch...\n", " People, skills and the future; Innovation and ...\n", " Keeping informed about the latest True North n...\n", " 10-49\n", " \n", " \n", - " 267\n", - " 2023-05-01 00:00:00\n", - " 2023-05-01 00:00:00\n", - " Yes\n", - " Yes\n", - " Yes\n", - " Yes\n", - " Big Hand 4 Business\n", - " NaN\n", - " NaN\n", - " Accountancy\n", - " NaN\n", - " Innovation and change\n", - " NaN\n", - " NaN\n", - " \n", - " \n", - " 270\n", + " 313\n", " 2023-04-26 11:30:00\n", " 2023-08-10 14:38:00\n", " Yes\n", @@ -223,13 +189,13 @@ " NaN\n", " NaN\n", " Health, digital, innovation\n", - " NaN\n", + " Greater Manchester\n", " Innovation and change\n", " NaN\n", - " NaN\n", + " 0-9\n", " \n", " \n", - " 272\n", + " 314\n", " 2023-03-28 10:30:00\n", " 2023-05-01 00:00:00\n", " Yes\n", @@ -245,156 +211,190 @@ " Keeping informed about the latest True North n...\n", " 50-249\n", " \n", + " \n", + " 315\n", + " 2022-12-19 13:30:00\n", + " 2023-05-01 00:00:00\n", + " Yes\n", + " Yes\n", + " No\n", + " Yes\n", + " Business Doctors\n", + " Merseyside\n", + " NaN\n", + " SME Business Support\n", + " Merseyside\n", + " People, skills and the future\n", + " NaN\n", + " 50-249\n", + " \n", + " \n", + " 316\n", + " 2022-12-02 09:28:00\n", + " 2023-05-01 00:00:00\n", + " Yes\n", + " Yes\n", + " Yes\n", + " Yes\n", + " Plumbs\n", + " NaN\n", + " NaN\n", + " Manufacturing\n", + " Greater Manchester\n", + " People, skills and the future\n", + " NaN\n", + " 250+\n", + " \n", " \n", "\n", - "

82 rows × 14 columns

\n", + "

317 rows × 14 columns

\n", "" ], "text/plain": [ " last_updated Create Date \\\n", - "2 2024-07-12 10:00:00 2023-05-01 00:00:00 \n", - "8 2024-07-10 09:00:00 2024-03-11 11:09:00 \n", - "12 2024-07-08 18:01:00 2024-03-07 07:09:00 \n", - "18 2024-07-01 08:06:00 2024-02-06 13:56:00 \n", - "26 2024-06-25 17:18:00 2024-06-25 17:18:00 \n", + "0 2024-08-08 10:25:00 2024-07-16 12:37:00 \n", + "1 2024-08-07 16:26:00 2023-07-19 13:56:00 \n", + "2 2024-08-07 13:00:00 2023-05-01 00:00:00 \n", + "3 2024-08-07 09:46:00 2024-08-07 09:46:00 \n", + "4 2024-08-07 09:24:00 2024-08-07 09:24:00 \n", ".. ... ... \n", - "259 2023-05-01 00:00:00 2023-05-01 00:00:00 \n", - "266 2023-05-01 00:00:00 2023-05-01 00:00:00 \n", - "267 2023-05-01 00:00:00 2023-05-01 00:00:00 \n", - "270 2023-04-26 11:30:00 2023-08-10 14:38:00 \n", - "272 2023-03-28 10:30:00 2023-05-01 00:00:00 \n", + "312 2023-05-01 00:00:00 2023-05-01 00:00:00 \n", + "313 2023-04-26 11:30:00 2023-08-10 14:38:00 \n", + "314 2023-03-28 10:30:00 2023-05-01 00:00:00 \n", + "315 2022-12-19 13:30:00 2023-05-01 00:00:00 \n", + "316 2022-12-02 09:28:00 2023-05-01 00:00:00 \n", "\n", " Do you feel the True North report identified the key challenges and opportunities facing the region? \\\n", - "2 Yes \n", - "8 Yes \n", - "12 Yes \n", - "18 Yes \n", - "26 Yes \n", + "0 Yes \n", + "1 NaN \n", + "2 NaN \n", + "3 Yes \n", + "4 NaN \n", ".. ... \n", - "259 Yes \n", - "266 Yes \n", - "267 Yes \n", - "270 Yes \n", - "272 Yes \n", + "312 Yes \n", + "313 Yes \n", + "314 Yes \n", + "315 Yes \n", + "316 Yes \n", "\n", " Are you interested in attending future True North events? \\\n", - "2 Yes \n", - "8 Yes \n", - "12 Yes \n", - "18 Yes \n", - "26 Yes \n", + "0 Yes \n", + "1 NaN \n", + "2 NaN \n", + "3 Yes \n", + "4 NaN \n", ".. ... \n", - "259 Yes \n", - "266 Yes \n", - "267 Yes \n", - "270 Yes \n", - "272 Yes \n", + "312 Yes \n", + "313 Yes \n", + "314 Yes \n", + "315 Yes \n", + "316 Yes \n", "\n", " Are you currently a B Corp or in the process of becoming a B Corp? \\\n", - "2 No \n", - "8 No \n", - "12 No \n", - "18 No \n", - "26 Yes \n", + "0 No \n", + "1 NaN \n", + "2 NaN \n", + "3 No \n", + "4 NaN \n", ".. ... \n", - "259 No \n", - "266 No \n", - "267 Yes \n", - "270 No \n", - "272 Yes \n", + "312 No \n", + "313 No \n", + "314 Yes \n", + "315 No \n", + "316 Yes \n", "\n", " Would you be interested in hearing more from Brabners about the B Corp process? \\\n", - "2 Yes \n", - "8 No \n", - "12 No \n", - "18 Yes \n", - "26 Yes \n", + "0 No \n", + "1 NaN \n", + "2 NaN \n", + "3 No \n", + "4 NaN \n", ".. ... \n", - "259 No \n", - "266 No \n", - "267 Yes \n", - "270 Yes \n", - "272 No \n", + "312 Yes \n", + "313 Yes \n", + "314 No \n", + "315 Yes \n", + "316 Yes \n", "\n", - " Company Name City Industry \\\n", - "2 Freshfield PR Ltd NaN NaN \n", - "8 Marsden Strategy NaN NaN \n", - "12 Sustainable Ventures Greater Manchester NaN \n", - "18 Essential Sourcing Blackburn NaN \n", - "26 Pet Trust UK NaN NaN \n", - ".. ... ... ... \n", - "259 Hatch Recruitment Ltd Eccles NaN \n", - "266 Open Awards Speke NaN \n", - "267 Big Hand 4 Business NaN NaN \n", - "270 Healthcare world NaN NaN \n", - "272 HM3 Legal NaN NaN \n", + " Company Name City Industry \\\n", + "0 Leeds Community Foundation Leeds NaN \n", + "1 MHA NaN NaN \n", + "2 Manchester Law Society Manchester NaN \n", + "3 Ruddock Associates NaN NaN \n", + "4 6th Baronet NaN NaN \n", + ".. ... ... ... \n", + "312 Lagan's Foundation NaN NaN \n", + "313 Healthcare world NaN NaN \n", + "314 HM3 Legal NaN NaN \n", + "315 Business Doctors Merseyside NaN \n", + "316 Plumbs NaN NaN \n", "\n", - " sector \\\n", - "2 Marketing \n", - "8 Public Affairs Consultancy \n", - "12 Business admin and support \n", - "18 Procurement & Sourcing \n", - "26 Technology and Software Development; Other - p... \n", - ".. ... \n", - "259 Recruitment \n", - "266 Education \n", - "267 Accountancy \n", - "270 Health, digital, innovation \n", - "272 Legal \n", + " sector \\\n", + "0 not-for-profit \n", + "1 Finance and Insurance \n", + "2 Legal \n", + "3 Professional Services \n", + "4 Construction \n", + ".. ... \n", + "312 Charity, healthcare, education \n", + "313 Health, digital, innovation \n", + "314 Legal \n", + "315 SME Business Support \n", + "316 Manufacturing \n", "\n", " location \\\n", - "2 NaN \n", - "8 Greater Manchester \n", - "12 Greater Manchester \n", - "18 Lancashire \n", - "26 Greater Manchester \n", + "0 West Yorkshire \n", + "1 Greater Manchester \n", + "2 Greater Manchester \n", + "3 West Yorkshire \n", + "4 Lancashire \n", ".. ... \n", - "259 Lancashire; West Yorkshire; Greater Manchester... \n", - "266 Merseyside \n", - "267 NaN \n", - "270 NaN \n", - "272 Merseyside; Cheshire \n", + "312 Lancashire; Greater Manchester; Merseyside; Ch... \n", + "313 Greater Manchester \n", + "314 Merseyside; Cheshire \n", + "315 Merseyside \n", + "316 Greater Manchester \n", "\n", " Which theme of the True North report do you most identify with and could support activity around? \\\n", - "2 People, skills and the future \n", - "8 People, skills and the future; Innovation and ... \n", - "12 Innovation and change; Purpose and societal im... \n", - "18 People, skills and the future; Innovation and ... \n", - "26 People, skills and the future; Innovation and ... \n", + "0 Purpose and societal impact \n", + "1 NaN \n", + "2 NaN \n", + "3 People, skills and the future \n", + "4 NaN \n", ".. ... \n", - "259 People, skills and the future \n", - "266 People, skills and the future; Innovation and ... \n", - "267 Innovation and change \n", - "270 Innovation and change \n", - "272 Purpose and societal impact \n", + "312 People, skills and the future; Innovation and ... \n", + "313 Innovation and change \n", + "314 Purpose and societal impact \n", + "315 People, skills and the future \n", + "316 People, skills and the future \n", "\n", " How would you like to be involved with the True North network? \\\n", + "0 Keeping informed about the latest True North n... \n", + "1 NaN \n", "2 NaN \n", - "8 Keeping informed about the latest True North n... \n", - "12 Keeping informed about the latest True North n... \n", - "18 Keeping informed about the latest True North n... \n", - "26 Keeping informed about the latest True North n... \n", + "3 Keeping informed about the latest True North n... \n", + "4 NaN \n", ".. ... \n", - "259 Keeping informed about the latest True North n... \n", - "266 Keeping informed about the latest True North n... \n", - "267 NaN \n", - "270 NaN \n", - "272 Keeping informed about the latest True North n... \n", + "312 Keeping informed about the latest True North n... \n", + "313 NaN \n", + "314 Keeping informed about the latest True North n... \n", + "315 NaN \n", + "316 NaN \n", "\n", " company_size \n", - "2 NaN \n", - "8 0-9 \n", - "12 0-9 \n", - "18 0-9 \n", - "26 0-9 \n", + "0 10-49 \n", + "1 250+ \n", + "2 0-9 \n", + "3 0-9 \n", + "4 0-9 \n", ".. ... \n", - "259 0-9 \n", - "266 10-49 \n", - "267 NaN \n", - "270 NaN \n", - "272 50-249 \n", + "312 10-49 \n", + "313 0-9 \n", + "314 50-249 \n", + "315 50-249 \n", + "316 250+ \n", "\n", - "[82 rows x 14 columns]" + "[317 rows x 14 columns]" ] }, "execution_count": 2, @@ -453,33 +453,33 @@ " \n", " \n", " count\n", - " 275\n", - " 275\n", - " 199\n", - " 199\n", - " 198\n", - " 197\n", - " 270\n", - " 225\n", - " 193\n", - " 199\n", - " 71\n", - " 200\n", - " 66\n", - " 71\n", + " 317\n", + " 317\n", + " 211\n", + " 210\n", + " 209\n", + " 209\n", + " 313\n", + " 44\n", + " 0.0\n", + " 311\n", + " 310\n", + " 211\n", + " 81\n", + " 310\n", " \n", " \n", " top\n", - " 2024-05-15 18:59:00\n", + " 2024-08-07 09:24:00\n", " 2023-05-01 00:00:00\n", " Yes\n", " Yes\n", " No\n", " No\n", - " Audacia\n", - " London\n", - " Professional Training & Coaching\n", - " Education\n", + " Leeds Community Foundation\n", + " Liverpool\n", + " NaN\n", + " Professional Services\n", " Greater Manchester\n", " People, skills and the future\n", " Keeping informed about the latest True North n...\n", @@ -487,34 +487,34 @@ " \n", " \n", " freq\n", - " 13\n", - " 61\n", - " 192\n", - " 197\n", - " 171\n", - " 106\n", - " 2\n", - " 33\n", - " 23\n", - " 9\n", - " 12\n", - " 60\n", - " 23\n", - " 32\n", + " 15.0\n", + " 64.0\n", + " 204.0\n", + " 208.0\n", + " 180.0\n", + " 117.0\n", + " 3.0\n", + " 11.0\n", + " NaN\n", + " 28.0\n", + " 88.0\n", + " 64.0\n", + " 29.0\n", + " 107.0\n", " \n", " \n", " unique\n", - " 235\n", - " 194\n", + " 259\n", + " 218\n", " 2\n", " 2\n", " 2\n", " 2\n", - " 254\n", - " 95\n", - " 54\n", - " 155\n", - " 26\n", + " 290\n", + " 17\n", + " 0.0\n", + " 161\n", + " 32\n", " 14\n", " 7\n", " 5\n", @@ -525,63 +525,63 @@ ], "text/plain": [ " last_updated Create Date \\\n", - "count 275 275 \n", - "top 2024-05-15 18:59:00 2023-05-01 00:00:00 \n", - "freq 13 61 \n", - "unique 235 194 \n", + "count 317 317 \n", + "top 2024-08-07 09:24:00 2023-05-01 00:00:00 \n", + "freq 15.0 64.0 \n", + "unique 259 218 \n", "\n", " Do you feel the True North report identified the key challenges and opportunities facing the region? \\\n", - "count 199 \n", + "count 211 \n", "top Yes \n", - "freq 192 \n", + "freq 204.0 \n", "unique 2 \n", "\n", " Are you interested in attending future True North events? \\\n", - "count 199 \n", + "count 210 \n", "top Yes \n", - "freq 197 \n", + "freq 208.0 \n", "unique 2 \n", "\n", " Are you currently a B Corp or in the process of becoming a B Corp? \\\n", - "count 198 \n", + "count 209 \n", "top No \n", - "freq 171 \n", + "freq 180.0 \n", "unique 2 \n", "\n", " Would you be interested in hearing more from Brabners about the B Corp process? \\\n", - "count 197 \n", + "count 209 \n", "top No \n", - "freq 106 \n", + "freq 117.0 \n", "unique 2 \n", "\n", - " Company Name City Industry sector \\\n", - "count 270 225 193 199 \n", - "top Audacia London Professional Training & Coaching Education \n", - "freq 2 33 23 9 \n", - "unique 254 95 54 155 \n", + " Company Name City Industry \\\n", + "count 313 44 0.0 \n", + "top Leeds Community Foundation Liverpool NaN \n", + "freq 3.0 11.0 NaN \n", + "unique 290 17 0.0 \n", "\n", - " location \\\n", - "count 71 \n", - "top Greater Manchester \n", - "freq 12 \n", - "unique 26 \n", + " sector location \\\n", + "count 311 310 \n", + "top Professional Services Greater Manchester \n", + "freq 28.0 88.0 \n", + "unique 161 32 \n", "\n", " Which theme of the True North report do you most identify with and could support activity around? \\\n", - "count 200 \n", + "count 211 \n", "top People, skills and the future \n", - "freq 60 \n", + "freq 64.0 \n", "unique 14 \n", "\n", " How would you like to be involved with the True North network? \\\n", - "count 66 \n", + "count 81 \n", "top Keeping informed about the latest True North n... \n", - "freq 23 \n", + "freq 29.0 \n", "unique 7 \n", "\n", " company_size \n", - "count 71 \n", + "count 310 \n", "top 0-9 \n", - "freq 32 \n", + "freq 107.0 \n", "unique 5 " ] }, @@ -662,33 +662,33 @@ " \n", " \n", " count\n", - " 275\n", - " 275\n", - " 199\n", - " 199\n", - " 198\n", - " 197\n", - " 270\n", - " 225\n", - " 193\n", - " 199\n", - " 71\n", - " 200\n", - " 66\n", - " 71\n", + " 317\n", + " 317\n", + " 211\n", + " 210\n", + " 209\n", + " 209\n", + " 313\n", + " 44\n", + " 0.0\n", + " 311\n", + " 310\n", + " 211\n", + " 81\n", + " 310\n", " \n", " \n", " top\n", - " 2024-05-15 18:59:00\n", + " 2024-08-07 09:24:00\n", " 2023-05-01 00:00:00\n", " Yes\n", " Yes\n", " No\n", " No\n", - " Audacia\n", - " London\n", - " Professional Training & Coaching\n", - " Education\n", + " Leeds Community Foundation\n", + " Liverpool\n", + " NaN\n", + " Professional Services\n", " Greater Manchester\n", " People, skills and the future\n", " Keeping informed about the latest True North n...\n", @@ -696,34 +696,34 @@ " \n", " \n", " freq\n", - " 13\n", - " 61\n", - " 192\n", - " 197\n", - " 171\n", - " 106\n", - " 2\n", - " 33\n", - " 23\n", - " 9\n", - " 12\n", - " 60\n", - " 23\n", - " 32\n", + " 15.0\n", + " 64.0\n", + " 204.0\n", + " 208.0\n", + " 180.0\n", + " 117.0\n", + " 3.0\n", + " 11.0\n", + " NaN\n", + " 28.0\n", + " 88.0\n", + " 64.0\n", + " 29.0\n", + " 107.0\n", " \n", " \n", " unique\n", - " 235\n", - " 194\n", + " 259\n", + " 218\n", " 2\n", " 2\n", " 2\n", " 2\n", - " 254\n", - " 95\n", - " 54\n", - " 155\n", - " 26\n", + " 290\n", + " 17\n", + " 0.0\n", + " 161\n", + " 32\n", " 14\n", " 7\n", " 5\n", @@ -731,19 +731,19 @@ " \n", " top_percent_of_count\n", " 4.7\n", - " 22.2\n", - " 96.5\n", + " 20.2\n", + " 96.7\n", " 99.0\n", - " 86.4\n", - " 53.8\n", - " 0.7\n", - " 14.7\n", - " 11.9\n", - " 4.5\n", - " 16.9\n", - " 30.0\n", - " 34.8\n", - " 45.1\n", + " 86.1\n", + " 56.0\n", + " 1.0\n", + " 25.0\n", + " NaN\n", + " 9.0\n", + " 28.4\n", + " 30.3\n", + " 35.8\n", + " 34.5\n", " \n", " \n", "\n", @@ -751,74 +751,74 @@ ], "text/plain": [ " last_updated Create Date \\\n", - "count 275 275 \n", - "top 2024-05-15 18:59:00 2023-05-01 00:00:00 \n", - "freq 13 61 \n", - "unique 235 194 \n", - "top_percent_of_count 4.7 22.2 \n", + "count 317 317 \n", + "top 2024-08-07 09:24:00 2023-05-01 00:00:00 \n", + "freq 15.0 64.0 \n", + "unique 259 218 \n", + "top_percent_of_count 4.7 20.2 \n", "\n", " Do you feel the True North report identified the key challenges and opportunities facing the region? \\\n", - "count 199 \n", + "count 211 \n", "top Yes \n", - "freq 192 \n", + "freq 204.0 \n", "unique 2 \n", - "top_percent_of_count 96.5 \n", + "top_percent_of_count 96.7 \n", "\n", " Are you interested in attending future True North events? \\\n", - "count 199 \n", + "count 210 \n", "top Yes \n", - "freq 197 \n", + "freq 208.0 \n", "unique 2 \n", "top_percent_of_count 99.0 \n", "\n", " Are you currently a B Corp or in the process of becoming a B Corp? \\\n", - "count 198 \n", + "count 209 \n", "top No \n", - "freq 171 \n", + "freq 180.0 \n", "unique 2 \n", - "top_percent_of_count 86.4 \n", + "top_percent_of_count 86.1 \n", "\n", " Would you be interested in hearing more from Brabners about the B Corp process? \\\n", - "count 197 \n", + "count 209 \n", "top No \n", - "freq 106 \n", + "freq 117.0 \n", "unique 2 \n", - "top_percent_of_count 53.8 \n", + "top_percent_of_count 56.0 \n", "\n", - " Company Name City Industry \\\n", - "count 270 225 193 \n", - "top Audacia London Professional Training & Coaching \n", - "freq 2 33 23 \n", - "unique 254 95 54 \n", - "top_percent_of_count 0.7 14.7 11.9 \n", + " Company Name City Industry \\\n", + "count 313 44 0.0 \n", + "top Leeds Community Foundation Liverpool NaN \n", + "freq 3.0 11.0 NaN \n", + "unique 290 17 0.0 \n", + "top_percent_of_count 1.0 25.0 NaN \n", "\n", - " sector location \\\n", - "count 199 71 \n", - "top Education Greater Manchester \n", - "freq 9 12 \n", - "unique 155 26 \n", - "top_percent_of_count 4.5 16.9 \n", + " sector location \\\n", + "count 311 310 \n", + "top Professional Services Greater Manchester \n", + "freq 28.0 88.0 \n", + "unique 161 32 \n", + "top_percent_of_count 9.0 28.4 \n", "\n", " Which theme of the True North report do you most identify with and could support activity around? \\\n", - "count 200 \n", + "count 211 \n", "top People, skills and the future \n", - "freq 60 \n", + "freq 64.0 \n", "unique 14 \n", - "top_percent_of_count 30.0 \n", + "top_percent_of_count 30.3 \n", "\n", " How would you like to be involved with the True North network? \\\n", - "count 66 \n", + "count 81 \n", "top Keeping informed about the latest True North n... \n", - "freq 23 \n", + "freq 29.0 \n", "unique 7 \n", - "top_percent_of_count 34.8 \n", + "top_percent_of_count 35.8 \n", "\n", " company_size \n", - "count 71 \n", + "count 310 \n", "top 0-9 \n", - "freq 32 \n", + "freq 107.0 \n", "unique 5 \n", - "top_percent_of_count 45.1 " + "top_percent_of_count 34.5 " ] }, "execution_count": 5, @@ -839,52 +839,58 @@ "name": "stdout", "output_type": "stream", "text": [ - "['2030hub' 'ACAS' 'AHR Architects' 'Abeceder ltd'\n", + "['2030hub' '6th Baronet' 'ACAS' 'AHR Architects' 'AMRC' 'Abeceder ltd'\n", " 'Access Creative College' 'Accountable Recruitment Limited'\n", " 'Active Profile' 'Advanced Manufacturing Research Centre' 'Agent'\n", " 'Agile Automations' 'Ahead Partnership' 'Andrea Nixon Consulting'\n", " 'Anticus Partners Limited' 'Arcadis' 'Armstrong Watson'\n", " 'Atkin Jones Limited' 'Audacia' 'Avison Young' 'Azets'\n", " 'B engineering group' 'BHP LLP' 'BOW' 'BPP' 'BRUNTWOOD' 'BWB'\n", - " 'Bank of England' 'Barton Legal Limited' 'Big Hand 4 Business'\n", - " 'Blackpool Council' 'Boo Coaching & Consulting'\n", + " 'Bank of England' 'Barton Legal Limited' 'Bibby Marine'\n", + " 'Big Hand 4 Business' 'Blackpool Council' 'Boo Coaching & Consulting'\n", " 'Booking.com (UK HQ in Manchester)'\n", " 'Bradford District Place Making & Investment Partnership and other non-exec roles'\n", - " 'Brompton Bicycle Ltd' 'Business Doctors' 'Business Health Institute'\n", - " 'Business of Science Ltd' 'CBI' 'CH Marketing & Property'\n", - " 'Cabron Happy World' 'Careers and Enterprise Company' 'Cazenove Capital'\n", + " 'Brandari' 'Brandari Limited' 'Brompton Bicycle Ltd' 'Business Doctors'\n", + " 'Business Health Institute' 'Business of Science Ltd' 'CBI'\n", + " 'CH Marketing & Property' 'CS2' 'Cabron Happy World'\n", + " 'Careers and Enterprise Company' 'Cazenove Capital'\n", " 'Centre for Global Eco-Innovation' 'Chris Shakespeare Coaching'\n", - " 'Civic Engineers' 'Codurance Ltd' 'Cortus Advisory Group Limited'\n", - " 'DES Energy Ltd' 'DML Consulting' 'Danaus Limited' 'Daneel Williams LLP'\n", - " 'Daulby Read Insurance' 'Deloitte LLP' 'Diverse & Equal' 'DosdeDos'\n", - " 'E-Rail' 'EMM European Movement Merseyside [LCR Liverpool City Region]'\n", - " 'ESGmark' 'Edwin Woodhouse Trustee Company Limited' 'Elevate' 'Endless'\n", - " 'Endless LLP' 'Eric Wright Civil Engineering Ltd.' 'Essential Sourcing'\n", - " 'Essentialise Workplace Wellbeing' 'FORT Search Limited' 'FSB'\n", - " 'Faith Brand Communications' 'Farrans Construction' 'Finance Yorkshire'\n", - " 'Fleetsolve' 'Flex Legal Ltd' 'Fox Brothers Group' 'Fragomen LLP'\n", + " 'Circa 5000' 'Civic Engineers' 'Codurance Ltd'\n", + " 'Cortus Advisory Group Limited' 'DES Energy Ltd' 'DML Consulting'\n", + " 'Danaus Limited' 'Daneel Williams LLP' 'Daulby Read Insurance'\n", + " 'Deloitte LLP' 'Diverse & Equal' 'DosdeDos' 'Double A Side' 'E-Rail'\n", + " 'EMM European Movement Merseyside [LCR Liverpool City Region]' 'ESGmark'\n", + " 'Edwin Woodhouse Trustee Company Limited' 'Elevate' 'Emperor' 'Endless'\n", + " 'Endless LLP' 'Essential Sourcing' 'Essentialise Workplace Wellbeing'\n", + " 'FORT Search Limited' 'FSB' 'FT' 'Faith Brand Communications'\n", + " 'Farrans Construction' 'Finance Yorkshire' 'Fleetsolve Ltd'\n", + " 'Flex Legal Ltd' 'Form' 'Fox Brothers Group' 'Fragomen LLP'\n", " 'Freshfield PR Ltd' 'GB Shared Ltd' 'GILES METCALFE DIGITAL'\n", - " 'GO International' 'GP Bullhound' 'Genesis Homes' 'Go International AMP'\n", - " 'Graft Talent Ltd' 'Greengage' 'Gripple Ltd' 'Group Rhodes'\n", - " 'HEADS Renewables Limited' 'HM3 Legal' 'HPA Architects' 'HSBC' 'HSBC UK'\n", - " 'Handelsbanken' 'Handelsbanken Plc' 'Harrowells' 'Hatch Recruitment Ltd'\n", - " 'Hawthorne & Burman Impact Consulting' 'Healthcare world'\n", + " 'GM Colleges' 'GO International' 'GP Bullhound' 'Genesis Homes'\n", + " 'Go International AMP' 'Graft Talent Ltd' 'Greengage' 'Gripple Ltd'\n", + " 'Grosvenor Insurance Brokers' 'Groundswell Innovation' 'Group Rhodes'\n", + " 'Growth Platform' 'HEADS Renewables Limited' 'HM3 Legal' 'HPA Architects'\n", + " 'HSBC' 'HSBC UK' 'Handelsbanken' 'Handlesbanken Preston' 'Harrowells'\n", + " 'Hatch Recruitment Ltd' 'Hawthorne & Burman Impact Consulting'\n", + " 'Healthcare Innovation Consortium' 'Healthcare world'\n", " 'Highgrove Group of Companies' 'Hippo Digital'\n", - " 'Huddersfield Town Foundation' 'ICE - Institution of Civil Engineers'\n", - " 'ID Manchester' 'Independent' 'Institute of Event Management'\n", + " 'Hospitals and Health Care' 'Huddersfield Town Foundation'\n", + " 'ICE - Institution of Civil Engineers' 'ID Manchester' 'Independent'\n", + " 'Inflect' 'Innervision' 'InnovateHer' 'Institute of Event Management'\n", " 'Iwant2know' 'J Pullan and Sons ltd' 'JP Morgan' 'Jisc' 'KPMG'\n", - " 'LCR Freeport' \"Lagan's Foundation\" 'Lancashire County Council'\n", - " 'Leeds Bradford Airport' 'Leeds Community Foundation'\n", - " 'Leeds Trinity University' 'Leeds University Business School'\n", - " \"Let's Make A Difference CIC\" 'Level' 'Liverpolitan Ltd'\n", - " 'Liverpool BID Company' 'Liverpool City Region' 'Lloyds Bank'\n", - " 'Lloyds banking group' 'Lockton Companies LLP' 'Lorien Global'\n", - " 'Lovania Nurseries Limited' 'M&C Saatchi LIFE' 'MHA' 'MKB Psychology'\n", - " 'MPG' 'Macc' 'Manchester Central Convention Centre'\n", + " 'Keepace Consultancy' 'Ki Partnerships Ltd' 'LCR Freeport'\n", + " \"Lagan's Foundation\" 'Lancashire County Council' 'Leeds Bradford Airport'\n", + " 'Leeds Community Foundation' 'Leeds Trinity University'\n", + " 'Leeds University Business School' \"Let's Make A Difference CIC\" 'Level'\n", + " 'Liverpolitan Ltd' 'Liverpool BID Company' 'Liverpool City Region'\n", + " 'Lloyds Bank' 'Lloyds banking group' 'Lockton Companies LLP'\n", + " 'Lorien Global' 'Lovania Nurseries Limited' 'M&C Saatchi LIFE' 'MHA'\n", + " 'MKB Psychology' 'MPG' 'Macc' 'Manchester Central Convention Centre'\n", " 'Manchester Law Society' 'Marketing Manchester' 'Marsden Strategy'\n", " 'Matchstick Creative' 'Maxwell Bond' 'Mcwatt & Jones' 'Mercia'\n", - " 'Metro Bank' 'Moore & Smalley' 'Morgan Sindall' 'Mott MacDonald'\n", - " 'Mr Yorkshire and Cones Books' 'NFU Mutual'\n", + " 'Mersey Maritime' 'Metro Bank' 'Moore & Smalley' 'Morgan Sindall'\n", + " 'Mott MacDonald' 'Mr Yorkshire and Cones Books'\n", + " 'MyCWA (Cheshire Without Abuse)' 'NFU Mutual'\n", " 'Nevard Roland Executive Search' 'Nexus Leeds'\n", " 'North & Western Lancashire Chamber of Commerce'\n", " 'North West Cancer Research' 'Northern Rose' 'Nugent Care' 'Nuwaay'\n", @@ -897,32 +903,36 @@ " 'Playdale Playgrounds Ltd' 'Plumbs' 'Product Rebel' 'Productive Machines'\n", " 'Professional Liverpool' 'Projentum' 'Pure Blue Vision Limited'\n", " 'Purposeful Relations / Stuart Bruce Associates'\n", - " 'Quantuma Advisory Limited' 'R & E Bamford Ltd' 'ROC Consulting'\n", - " 'RSK Environment' 'RSM' 'RSM UK' 'Rathbones' 'Rebus Recruitment'\n", + " 'Quantuma Advisory Limited' 'R & E Bamford Ltd' 'RSK Environment' 'RSM'\n", + " 'RSM UK' 'Rathbones' 'Rebus Recruitment'\n", " 'Red Diamond Executive Headhunters' 'Regeneration Brainery' 'Rezzil'\n", " 'Roland Dransfield PR' 'Rossendale Borough Council'\n", - " 'Royal Bank of Scotland' 'Rumbler Cars' 'Rutherford Consulting Ltd'\n", - " 'SEC Newgate UK' 'SFS' 'SSE' 'Safferys' 'Servo Securities Ltd.'\n", - " 'Shakespeare martineau' 'She Business' 'Sherrington Associates'\n", - " 'Signature Corporate Finance' 'Sitehop'\n", - " 'South Yorkshire Innovation District' 'Stone UK Ltd'\n", - " 'Stonebond (Manchester) Limited' 'Sustainable Ventures' 'Swan Partners'\n", - " 'TP Financial Solutions' 'TUBR' 'Talentloop LTD' 'Tech North Advocates'\n", - " 'Tectores Ltd' 'Terence Anderson Chartered Building Surveyors'\n", - " 'The Data City' 'The Grammar School at Leeds'\n", - " 'The Medication Support Company' 'The National Trust' 'The Official Bike'\n", - " \"The Prince's Trust\" 'The Princes Trust'\n", - " 'The Right Fuelcard Company Limited'\n", + " 'Royal Bank of Scotland' 'Ruddock Associates' 'Rumbler Cars'\n", + " 'Rutherford Consulting Ltd' 'SEC Newgate UK' 'SFS' 'SSE' 'SYMCA'\n", + " 'Saffery LLP' 'Sector 3' 'Servo Securities Ltd.' 'Seven Hills' 'Sewells'\n", + " 'Shakespeare martineau' 'She Business' 'Sheffield Hallam University'\n", + " 'Sherrington Associates' 'Signature Corporate Finance' 'Sitehop'\n", + " 'South Yorkshire Innovation District' 'Steve Morgan Foundation'\n", + " 'Stone UK Ltd' 'Stonebond (Manchester) Limited' 'Sustainable Ventures'\n", + " 'Swan Partners' 'TP Financial Solutions' 'TUBR' 'Talentloop LTD'\n", + " 'Tech North Advocates' 'Tectores Ltd'\n", + " 'Terence Anderson Chartered Building Surveyors' 'The Data City'\n", + " 'The Grammar School at Leeds' 'The Medication Support Company'\n", + " 'The National Trust' 'The Official Bike' \"The Prince's Trust\"\n", + " 'The Princes Trust' 'The Right Fuelcard Company Limited'\n", " 'The Trafford and Stockport College Group' 'The University of Salford'\n", " \"The Women's Organisation\" 'TheBusinessDesk' 'Thomas Kneale & Co Ltd'\n", - " 'Timber Tee Media Plc' 'Timpson' 'Together' 'Tritax Symmetry' 'Tubr'\n", - " 'Turing Innovation Catalyst' 'UK for Good' 'UKREiiF'\n", - " 'University of Leeds' 'University of Liverpool' 'V Connect Global'\n", - " 'Viridium' 'Vista insurance brokers' 'Vistage' 'Walker Sime'\n", - " 'Walking Food Tours UK (Liverpool Food Tours)' 'Weightmans LLP'\n", - " 'Well North Enterprises' 'Wellnorth Enterprises'\n", - " 'West Yorkshire Combined Authority' 'Worn By Us' 'heka'\n", - " 'iMS Technologies' 'inCase' 'myonlinecoach limited' 'natwest' nan]\n" + " 'Timber Tee Media Plc' 'Timpson' 'Together' 'Tribosonics'\n", + " 'Tritax Symmetry' 'Tubr' 'Turing Innovation Catalyst'\n", + " 'Turing Innovation Catalyst Mancheste' 'UCLan' 'UK for Good' 'UKREiiF'\n", + " 'University of Leeds' 'University of Liverpool' 'University of Sheffield'\n", + " 'V Connect Global' 'Viridium' 'Vista insurance brokers' 'Vistage'\n", + " 'Walker Sime' 'Walking Food Tours UK (Liverpool Food Tours)'\n", + " 'Weightmans LLP' 'Well North Enterprises' 'Wellnorth Enterprises'\n", + " 'Wellnorth enterprises' 'West Yorkshire Combined Authority'\n", + " 'carbon happy world' 'heka' 'iMS Technologies' 'inCase'\n", + " 'myonlinecoach limited' 'natwest' 'north west cancer research'\n", + " 'open innovations' nan]\n" ] } ], @@ -1052,7 +1062,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/5k/p_091y6n6rscp__0p77_ynv80000gn/T/ipykernel_7029/694549953.py:2: FutureWarning: the convert_dtype parameter is deprecated and will be removed in a future version. Do ``ser.astype(object).apply()`` instead if you want ``convert_dtype=False``.\n", + "/var/folders/5k/p_091y6n6rscp__0p77_ynv80000gn/T/ipykernel_1770/694549953.py:2: FutureWarning: the convert_dtype parameter is deprecated and will be removed in a future version. Do ``ser.astype(object).apply()`` instead if you want ``convert_dtype=False``.\n", " split_locs = locations['location'].str.split(';').apply(pd.Series, 1).stack()\n" ] } @@ -1103,18 +1113,18 @@ { "data": { "text/plain": [ - "0 Garstang\n", - "1 Altrincham\n", - "2 NaN\n", - "3 London\n", - "4 Leeds\n", - " ... \n", - "270 NaN\n", - "271 London\n", - "272 NaN\n", - "273 Saint Helens\n", - "274 Preston\n", - "Name: City, Length: 275, dtype: object" + "0 Leeds\n", + "1 NaN\n", + "2 Manchester\n", + "3 NaN\n", + "4 NaN\n", + " ... \n", + "312 NaN\n", + "313 NaN\n", + "314 NaN\n", + "315 Merseyside\n", + "316 NaN\n", + "Name: City, Length: 317, dtype: object" ] }, "execution_count": 17, @@ -1142,146 +1152,6 @@ "name": "stdout", "output_type": "stream", "text": [ - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. 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Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", - "'nan' is not a stirng type. Converting to string\n", - "\n", "'nan' is not a stirng type. Converting to string\n", "\n", "'nan' is not a stirng type. Converting to string\n", @@ -1295,19 +1165,28 @@ "'nan' is not a stirng type. Converting to string\n", "\n", "The most common words, with at least 2 occurences are:\n", - "'services' with 24 occurences\n", - "'education' with 21 occurences\n", - "'construction' with 20 occurences\n", - "'manufacturing' with 18 occurences\n", - "'professional' with 17 occurences\n", - "'technology' with 17 occurences\n", - "'engineering' with 16 occurences\n", - "'finance' with 15 occurences\n", - "'business' with 15 occurences\n", - "'development' with 14 occurences\n", - "'support' with 12 occurences\n", - "'marketing' with 11 occurences\n", - "'communications' with 10 occurences\n" + "'services' with 49 occurences\n", + "'professional' with 41 occurences\n", + "'finance' with 30 occurences\n", + "'education' with 28 occurences\n", + "'technology' with 27 occurences\n", + "'construction' with 25 occurences\n", + "'insurance' with 23 occurences\n", + "'manufacturing' with 23 occurences\n", + "'development' with 20 occurences\n", + "'marketing' with 20 occurences\n", + "'business' with 20 occurences\n", + "'communications' with 19 occurences\n", + "'admin' with 19 occurences\n", + "'engineering' with 19 occurences\n", + "'notforprofit' with 17 occurences\n", + "'support' with 17 occurences\n", + "'software' with 16 occurences\n", + "'real' with 14 occurences\n", + "'recruitment' with 12 occurences\n", + "'health' with 11 occurences\n", + "'social' with 11 occurences\n", + "'legal' with 10 occurences\n" ] } ], @@ -1401,7 +1280,7 @@ " \n", " 0\n", " Total members\n", - " 275\n", + " 317\n", " People\n", " \n", " /overview/membership\n", @@ -1409,7 +1288,7 @@ " \n", " 1\n", " Total companies\n", - " 254\n", + " 290\n", " Unique companies\n", " \n", " /overview/membership\n", @@ -1417,7 +1296,7 @@ " \n", " 2\n", " Membership increase\n", - " 1.1\n", + " 6.0\n", " Since last month\n", " %\n", " /overview/membership\n", @@ -1425,7 +1304,7 @@ " \n", " 3\n", " Companies with 0-9 employees\n", - " 45.1\n", + " 34.5\n", " Of members work in companies of this size\n", " %\n", " \n", @@ -1433,8 +1312,8 @@ " \n", " 4\n", " Top industry\n", - " 11.9\n", - " Of members work in Professional Training & Coa...\n", + " NaN\n", + " Of members work in nan\n", " %\n", " \n", " \n", @@ -1465,7 +1344,7 @@ " \n", " 8\n", " B Corps\n", - " 13.6\n", + " 13.9\n", " Of member's organisations are B Corps or are j...\n", " %\n", " /themes/sustainable-growth/b-corporations\n", @@ -1476,22 +1355,22 @@ ], "text/plain": [ " name value \\\n", - "0 Total members 275 \n", - "1 Total companies 254 \n", - "2 Membership increase 1.1 \n", - "3 Companies with 0-9 employees 45.1 \n", - "4 Top industry 11.9 \n", + "0 Total members 317 \n", + "1 Total companies 290 \n", + "2 Membership increase 6.0 \n", + "3 Companies with 0-9 employees 34.5 \n", + "4 Top industry NaN \n", "5 Geographic reach 4 \n", "6 Advisory council 11 \n", "7 Northern stars 5 \n", - "8 B Corps 13.6 \n", + "8 B Corps 13.9 \n", "\n", " footnote post \\\n", "0 People \n", "1 Unique companies \n", "2 Since last month % \n", "3 Of members work in companies of this size % \n", - "4 Of members work in Professional Training & Coa... % \n", + "4 Of members work in nan % \n", "5 placeholder \n", "6 Members represent the network on the True Nort... \n", "7 Companies have been featured as Northern Stars \n", diff --git a/pipelines/true-north/clean_members_list.ipynb b/pipelines/true-north/clean_members_list.ipynb index 5f1dc10..331e862 100644 --- a/pipelines/true-north/clean_members_list.ipynb +++ b/pipelines/true-north/clean_members_list.ipynb @@ -32,7 +32,7 @@ "metadata": {}, "outputs": [], "source": [ - "data = pd.read_excel(os.path.join(WDIR, 'true-north/OITrue North data June 2024[32].xlsx'))\n", + "data = pd.read_excel(os.path.join(WDIR, 'true-north/hubspot-crm-exports-2-true-north-open-innovatio-2024-08-08.xlsx'))\n", "# additional_members = pd.read_excel(os.path.join(WDIR, 'true-north/true north_additional_members_list_19_06_24.xlsx'))" ] }, @@ -88,9 +88,7 @@ { "data": { "text/plain": [ - "['First Name',\n", - " 'Last Name',\n", - " 'Create Date',\n", + "['Create Date',\n", " 'Last Activity Date',\n", " 'How many people work in your organisation?',\n", " 'What sector(s) does your organisation operate in? [Other]',\n", @@ -98,7 +96,6 @@ " 'What sector(s) does your organisation operate in?',\n", " 'Where is your organisation based? Select all that apply',\n", " 'Where is your organisation based? Select all that apply [Other]',\n", - " 'Where is your company based? ',\n", " 'Which theme of the True North report do you most identify with and could support activity around? (select all that apply)',\n", " 'Which theme of the True North report do you most identify with and could support activity around? ',\n", " 'Do you feel the True North report identified the key challenges and opportunities facing the region? ',\n", @@ -111,6 +108,8 @@ " 'City',\n", " 'Industry',\n", " 'associated Company Domain (Contact Level)',\n", + " 'First Name',\n", + " 'Last Name',\n", " 'last_updated']" ] }, @@ -139,7 +138,7 @@ "metadata": {}, "outputs": [], "source": [ - "cols = ['Last Activity Date', 'Where is your company based? ']\n", + "cols = ['Last Activity Date']\n", "data.drop(columns=cols, inplace=True)" ] }, @@ -231,8 +230,8 @@ { "data": { "text/plain": [ - "array([nan, '501 - 1,000', '11 - 50', '1,000+', '1 - 10', '51 - 100',\n", - " '101 - 250', '251 - 500', '1 - 10; 11 - 50'], dtype=object)" + "array(['1 - 10', '51 - 100', '1,000+', '11 - 50', '251 - 500',\n", + " '501 - 1,000', '101 - 250', '1 - 10; 11 - 50', nan], dtype=object)" ] }, "execution_count": 12, @@ -291,7 +290,7 @@ { "data": { "text/plain": [ - "array([nan, '250+', '10-49', '1000+', '0-9', '50-249'], dtype=object)" + "array(['0-9', '50-249', '1000+', '10-49', '250+', nan], dtype=object)" ] }, "execution_count": 14, diff --git a/src/overview/membership/_data/cumsum.csv b/src/overview/membership/_data/cumsum.csv index 4f3ad72..cdefe57 100644 --- a/src/overview/membership/_data/cumsum.csv +++ b/src/overview/membership/_data/cumsum.csv @@ -1,16 +1,17 @@ year,month_formatted,start_of_month,individuals,orgs -2023.33,2023-05,2023-05-01,72,67 -2023.41,2023-06,2023-06-01,76,71 -2023.49,2023-07,2023-07-01,111,102 -2023.58,2023-08,2023-08-01,130,119 -2023.66,2023-09,2023-09-01,163,149 -2023.75,2023-10,2023-10-01,215,199 -2023.83,2023-11,2023-11-01,221,202 -2023.91,2023-12,2023-12-01,228,208 -2024.0,2024-01,2024-01-01,239,219 -2024.08,2024-02,2024-02-01,244,224 -2024.16,2024-03,2024-03-01,255,235 -2024.25,2024-04,2024-04-01,259,239 -2024.33,2024-05,2024-05-01,264,244 -2024.41,2024-06,2024-06-01,272,252 -2024.5,2024-07,2024-07-01,275,255 +2023.33,2023-05,2023-05-01,76,71 +2023.41,2023-06,2023-06-01,79,73 +2023.49,2023-07,2023-07-01,114,106 +2023.58,2023-08,2023-08-01,132,122 +2023.66,2023-09,2023-09-01,166,154 +2023.75,2023-10,2023-10-01,218,203 +2023.83,2023-11,2023-11-01,224,206 +2023.91,2023-12,2023-12-01,230,211 +2024.0,2024-01,2024-01-01,241,222 +2024.08,2024-02,2024-02-01,245,226 +2024.16,2024-03,2024-03-01,254,235 +2024.25,2024-04,2024-04-01,257,238 +2024.33,2024-05,2024-05-01,267,247 +2024.41,2024-06,2024-06-01,287,265 +2024.5,2024-07,2024-07-01,299,274 +2024.58,2024-08,2024-08-01,317,291 diff --git a/src/overview/membership/_data/sector_word_counts.csv b/src/overview/membership/_data/sector_word_counts.csv index 0dd84c6..c1f6b1e 100644 --- a/src/overview/membership/_data/sector_word_counts.csv +++ b/src/overview/membership/_data/sector_word_counts.csv @@ -1,14 +1,23 @@ name,count -services,24 -education,21 -construction,20 -manufacturing,18 -professional,17 -technology,17 -engineering,16 -finance,15 -business,15 -development,14 -support,12 -marketing,11 -communications,10 +services,49 +professional,41 +finance,30 +education,28 +technology,27 +construction,25 +insurance,23 +manufacturing,23 +development,20 +marketing,20 +business,20 +communications,19 +admin,19 +engineering,19 +notforprofit,17 +support,17 +software,16 +real estate,14 +recruitment,12 +health,11 +social,11 +legal,10 diff --git a/src/overview/membership/_data/top_locations.csv b/src/overview/membership/_data/top_locations.csv index 18f2806..dc87973 100644 --- a/src/overview/membership/_data/top_locations.csv +++ b/src/overview/membership/_data/top_locations.csv @@ -1,6 +1,6 @@ location,count -Greater Manchester,27 -Merseyside,22 -West Yorkshire,20 -Lancashire,19 -Cheshire,15 +Greater Manchester,103 +West Yorkshire,69 +Merseyside,53 +Lancashire,46 +Cheshire,33 diff --git a/src/overview/membership/_data/true_north_members_list.csv b/src/overview/membership/_data/true_north_members_list.csv index 684f1af..311a068 100644 --- a/src/overview/membership/_data/true_north_members_list.csv +++ b/src/overview/membership/_data/true_north_members_list.csv @@ -1,10 +1,10 @@ name,value,footnote,post,url -Total members,275,People,,/overview/membership -Total companies,254,Unique companies,,/overview/membership -Membership increase,1.1,Since last month,%,/overview/membership -Companies with 0-9 employees,45.1,Of members work in companies of this size,%, -Top industry,11.9,Of members work in Professional Training & Coaching,%, +Total members,317,People,,/overview/membership +Total companies,290,Unique companies,,/overview/membership +Membership increase,6.0,Since last month,%,/overview/membership +Companies with 0-9 employees,34.5,Of members work in companies of this size,%, +Top industry,,Of members work in nan,%, Geographic reach,4,placeholder,, Advisory council,11,Members represent the network on the True North advisory council,,https://www.brabners.com/insights/true-north/true-north-advisory-council-launches Northern stars,5,Companies have been featured as Northern Stars,,/overview/northern-stars -B Corps,13.6,Of member's organisations are B Corps or are joining,%,/themes/sustainable-growth/b-corporations +B Corps,13.9,Of member's organisations are B Corps or are joining,%,/themes/sustainable-growth/b-corporations diff --git a/src/overview/membership/_data/updated.yaml b/src/overview/membership/_data/updated.yaml index 429cd8e..8824f81 100644 --- a/src/overview/membership/_data/updated.yaml +++ b/src/overview/membership/_data/updated.yaml @@ -1 +1 @@ -2024-07-16 15:14:11 +2024-08-09 09:33:01 diff --git a/src/overview/membership/index.vto b/src/overview/membership/index.vto index 25866d2..fac7a21 100644 --- a/src/overview/membership/index.vto +++ b/src/overview/membership/index.vto @@ -30,7 +30,6 @@ updated: 2024-06-26 16:33:35 { name: "Membership increase" }, { name: "Companies with 0-9 employees" }, { name: "Advisory council" }, - { name: "Top industry" }, { name: "Northern stars" }, { name: "B Corps" } ], @@ -118,17 +117,20 @@ updated: 2024-06-26 16:33:35 axis: { x: { min: 0, - max: 50, + max: 120, grid: { "stroke-dasharray": '6 2', "stroke-width": 1 }, ticks: [{ value: 0, label: "0"}, { - value: 25, - label: "25"}, + value: 40, + label: "40"}, { - value: 50, - label: "50"} + value: 80, + label: "80"}, + { + value: 120, + label: "120"} ]} }, series: [{