refactoring repo wip

data_collection/README.md

@@ -1,5 +0,0 @@
-# Data Collection
-
-This service is specifically focused on the collection of data external sources which aren't easily
-accessed via api or via downloadable data sources. For example, wages data requires a specific application to
-pull that data from websites, e.g. from Adzuna's api

data_collection/adzuna.py

@@ -1,86 +0,0 @@
-import requests
-import json
-from data_collection.config import ADZUNA_API_KEY, ADZUNA_APP_ID
-
-import pandas as pd
-import os
-import time
-from tqdm import tqdm
-
-"""
-Table of constituencies and their codes can be downloaded from the Office of National Statistics, found here:
-https://geoportal.statistics.gov.uk/datasets/ons::westminster-parliamentary-constituencies-december-2022-names-and
--codes-in-the-united-kingdom/explore
-"""
-
-constituencies = pd.read_csv(
-    os.path.abspath(
-        os.path.dirname(
-            __file__)) + "/data_collection/data/Westminster_Parliamentary_Constituencies_("
-                         "December_2022)_Names_and_Codes_in_the_United_Kingdom.csv"
-)
-
-constituencies["location_type"] = "constituency"
-
-
-def retry_api_call(job_title, location, max_retries=10):
-    for i in range(max_retries):
-        try:
-            response = get_adzuna_jobs(job_title, location)
-            return response
-        except (requests.HTTPError, requests.ConnectionError):
-            print(f"Attempt {i + 1} failed. Retrying in 2 seconds...")
-            time.sleep(2)
-    print(f"Failed after {max_retries} attempts.")
-    return None
-
-
-def get_adzuna_jobs(job_title, location):
-    base_url = "https://api.adzuna.com/v1/api/jobs"
-    country_code = "gb"
-
-    url = f"{base_url}/{country_code}/search/1"
-
-    params = {
-        "app_id": ADZUNA_APP_ID,
-        "app_key": ADZUNA_API_KEY,
-        "results_per_page": 25,
-        "what": job_title,
-        "where": location,
-        "content-type": "application/json",
-        "distance": 10
-    }
-
-    response = requests.get(url, params=params)
-    response.raise_for_status()
-
-    jobs = json.loads(response.text)
-    return jobs
-
-
-JOB_TITLES = [
-    "insulation installer", "internal wall insulation installer", "external wall insulation installer",
-    "cavity wall insulation installer", "loft insulation installer", "roof insulation installer",
-    "spray foam insulation installer", "insulation technician", "insulation engineer", "iwi insulation installer",
-    "iwi installer", "ewi insulation installer", "ewi installer", "cwi insulation installer", "cwi installer",
-]
-
-results = []
-for i, job_title in enumerate(JOB_TITLES):
-    print("Pulling job title %s of %s" % (str(i + 1), str(len(JOB_TITLES))))
-    for _, location_config in tqdm(constituencies.iterrows(), total=constituencies.shape[0]):
-
-        location = location_config["PCON22NM"]
-        jobs = retry_api_call(job_title, location)
-        time.sleep(0.5)
-        if jobs["results"]:
-            for job in jobs['results']:
-                to_append = {
-                    "job_title": job_title,
-                    "search_location": location,
-                    "search_location_code": location_config["PCON22CD"],
-                    **job
-                }
-                results.append(to_append)
-
-results_df = pd.DataFrame(results)

data_collection/config.py

@@ -1,7 +0,0 @@
-import os
-from dotenv import load_dotenv
-
-load_dotenv(dotenv_path='data_collection/.env')
-
-ADZUNA_API_KEY = os.environ.get('ADZUNA_API_KEY')
-ADZUNA_APP_ID = os.environ.get('ADZUNA_APP_ID')

data_collection/data/Westminster_Parliamentary_Constituencies_(December_2022)_Names_and_Codes_in_the_United_Kingdom.csv

@@ -1,651 +0,0 @@
-PCON22CD,PCON22NM,ObjectId
-E14000530,Aldershot,1
-E14000531,Aldridge-Brownhills,2
-E14000532,Altrincham and Sale West,3
-E14000533,Amber Valley,4
-E14000534,Arundel and South Downs,5
-E14000535,Ashfield,6
-E14000536,Ashford,7
-E14000537,Ashton-under-Lyne,8
-E14000538,Aylesbury,9
-E14000539,Banbury,10
-E14000540,Barking,11
-E14000541,Barnsley Central,12
-E14000542,Barnsley East,13
-E14000543,Barrow and Furness,14
-E14000544,Basildon and Billericay,15
-E14000545,Basingstoke,16
-E14000546,Bassetlaw,17
-E14000547,Bath,18
-E14000548,Batley and Spen,19
-E14000549,Battersea,20
-E14000550,Beaconsfield,21
-E14000551,Beckenham,22
-E14000552,Bedford,23
-E14000553,Bermondsey and Old Southwark,24
-E14000554,Berwick-upon-Tweed,25
-E14000555,Bethnal Green and Bow,26
-E14000556,Beverley and Holderness,27
-E14000557,Bexhill and Battle,28
-E14000558,Bexleyheath and Crayford,29
-E14000559,Birkenhead,30
-E14000560,"Birmingham, Edgbaston",31
-E14000561,"Birmingham, Erdington",32
-E14000562,"Birmingham, Hall Green",33
-E14000563,"Birmingham, Hodge Hill",34
-E14000564,"Birmingham, Ladywood",35
-E14000565,"Birmingham, Northfield",36
-E14000566,"Birmingham, Perry Barr",37
-E14000567,"Birmingham, Selly Oak",38
-E14000568,"Birmingham, Yardley",39
-E14000569,Bishop Auckland,40
-E14000570,Blackburn,41
-E14000571,Blackley and Broughton,42
-E14000572,Blackpool North and Cleveleys,43
-E14000573,Blackpool South,44
-E14000574,Blaydon,45
-E14000575,Blyth Valley,46
-E14000576,Bognor Regis and Littlehampton,47
-E14000577,Bolsover,48
-E14000578,Bolton North East,49
-E14000579,Bolton South East,50
-E14000830,Newbury,51
-E14000831,Newcastle upon Tyne Central,52
-E14000832,Newcastle upon Tyne East,53
-E14000833,Newcastle upon Tyne North,54
-E14000834,Newcastle-under-Lyme,55
-E14000835,Newton Abbot,56
-E14000836,"Normanton, Pontefract and Castleford",57
-E14000837,North Cornwall,58
-E14000838,North Devon,59
-E14000839,North Dorset,60
-E14000840,North Durham,61
-E14000841,North East Bedfordshire,62
-E14000842,North East Cambridgeshire,63
-E14000843,North East Derbyshire,64
-E14000844,North East Hampshire,65
-E14000845,North East Hertfordshire,66
-E14000846,North East Somerset,67
-E14000847,North Herefordshire,68
-E14000848,North Norfolk,69
-E14000849,North Shropshire,70
-E14000850,North Somerset,71
-E14000851,North Swindon,72
-E14000852,North Thanet,73
-E14000853,North Tyneside,74
-E14000854,North Warwickshire,75
-E14000855,North West Cambridgeshire,76
-E14000856,North West Durham,77
-E14000857,North West Hampshire,78
-E14000858,North West Leicestershire,79
-E14000859,North West Norfolk,80
-E14000860,North Wiltshire,81
-E14000861,Northampton North,82
-E14000862,Northampton South,83
-E14000863,Norwich North,84
-E14000864,Norwich South,85
-E14000865,Nottingham East,86
-E14000866,Nottingham North,87
-E14000867,Nottingham South,88
-E14000868,Nuneaton,89
-E14000869,Old Bexley and Sidcup,90
-E14000870,Oldham East and Saddleworth,91
-E14000871,Oldham West and Royton,92
-E14000872,Orpington,93
-E14000873,Oxford East,94
-E14000874,Oxford West and Abingdon,95
-E14000875,Pendle,96
-E14000876,Penistone and Stocksbridge,97
-E14000877,Penrith and The Border,98
-E14000878,Peterborough,99
-E14000879,"Plymouth, Moor View",100
-E14000580,Bolton West,101
-E14000581,Bootle,102
-E14000582,Boston and Skegness,103
-E14000583,Bosworth,104
-E14000584,Bournemouth East,105
-E14000585,Bournemouth West,106
-E14000586,Bracknell,107
-E14000587,Bradford East,108
-E14000588,Bradford South,109
-E14000589,Bradford West,110
-E14000590,Braintree,111
-E14000591,Brent Central,112
-E14000592,Brent North,113
-E14000593,Brentford and Isleworth,114
-E14000594,Brentwood and Ongar,115
-E14000595,Bridgwater and West Somerset,116
-E14000596,Brigg and Goole,117
-E14000597,"Brighton, Kemptown",118
-E14000598,"Brighton, Pavilion",119
-E14000599,Bristol East,120
-E14000600,Bristol North West,121
-E14000601,Bristol South,122
-E14000602,Bristol West,123
-E14000603,Broadland,124
-E14000604,Bromley and Chislehurst,125
-E14000605,Bromsgrove,126
-E14000606,Broxbourne,127
-E14000607,Broxtowe,128
-E14000608,Buckingham,129
-E14000609,Burnley,130
-E14000610,Burton,131
-E14000611,Bury North,132
-E14000612,Bury South,133
-E14000613,Bury St Edmunds,134
-E14000614,Calder Valley,135
-E14000615,Camberwell and Peckham,136
-E14000616,Camborne and Redruth,137
-E14000617,Cambridge,138
-E14000618,Cannock Chase,139
-E14000619,Canterbury,140
-E14000620,Carlisle,141
-E14000621,Carshalton and Wallington,142
-E14000622,Castle Point,143
-E14000623,Central Devon,144
-E14000624,Central Suffolk and North Ipswich,145
-E14000625,Charnwood,146
-E14000626,Chatham and Aylesford,147
-E14000627,Cheadle,148
-E14000628,Chelmsford,149
-E14000629,Chelsea and Fulham,150
-E14000630,Cheltenham,151
-E14000631,Chesham and Amersham,152
-E14000632,Chesterfield,153
-E14000633,Chichester,154
-E14000634,Chingford and Woodford Green,155
-E14000635,Chippenham,156
-E14000636,Chipping Barnet,157
-E14000637,Chorley,158
-E14000638,Christchurch,159
-E14000639,Cities of London and Westminster,160
-E14000640,City of Chester,161
-E14000641,City of Durham,162
-E14000642,Clacton,163
-E14000643,Cleethorpes,164
-E14000644,Colchester,165
-E14000645,Colne Valley,166
-E14000646,Congleton,167
-E14000647,Copeland,168
-E14000648,Corby,169
-E14000649,Coventry North East,170
-E14000650,Coventry North West,171
-E14000651,Coventry South,172
-E14000652,Crawley,173
-E14000653,Crewe and Nantwich,174
-E14000654,Croydon Central,175
-E14000655,Croydon North,176
-E14000656,Croydon South,177
-E14000657,Dagenham and Rainham,178
-E14000658,Darlington,179
-E14000659,Dartford,180
-E14000660,Daventry,181
-E14000661,Denton and Reddish,182
-E14000662,Derby North,183
-E14000663,Derby South,184
-E14000664,Derbyshire Dales,185
-E14000665,Devizes,186
-E14000666,Dewsbury,187
-E14000667,Don Valley,188
-E14000668,Doncaster Central,189
-E14000669,Doncaster North,190
-E14000670,Dover,191
-E14000671,Dudley North,192
-E14000672,Dudley South,193
-E14000673,Dulwich and West Norwood,194
-E14000674,Ealing Central and Acton,195
-E14000675,Ealing North,196
-E14000676,"Ealing, Southall",197
-E14000677,Easington,198
-E14000678,East Devon,199
-E14000679,East Ham,200
-E14000780,Leeds North West,201
-E14000781,Leeds West,202
-E14000782,Leicester East,203
-E14000783,Leicester South,204
-E14000784,Leicester West,205
-E14000785,Leigh,206
-E14000786,Lewes,207
-E14000787,Lewisham East,208
-E14000788,Lewisham West and Penge,209
-E14000789,"Lewisham, Deptford",210
-E14000790,Leyton and Wanstead,211
-E14000791,Lichfield,212
-E14000792,Lincoln,213
-E14000793,"Liverpool, Riverside",214
-E14000794,"Liverpool, Walton",215
-E14000795,"Liverpool, Wavertree",216
-E14000796,"Liverpool, West Derby",217
-E14000797,Loughborough,218
-E14000798,Louth and Horncastle,219
-E14000799,Ludlow,220
-E14000800,Luton North,221
-E14000801,Luton South,222
-E14000802,Macclesfield,223
-E14000803,Maidenhead,224
-E14000804,Maidstone and The Weald,225
-E14000805,Makerfield,226
-E14000806,Maldon,227
-E14000807,Manchester Central,228
-E14000808,"Manchester, Gorton",229
-E14000809,"Manchester, Withington",230
-E14000810,Mansfield,231
-E14000811,Meon Valley,232
-E14000812,Meriden,233
-E14000813,Mid Bedfordshire,234
-E14000814,Mid Derbyshire,235
-E14000815,Mid Dorset and North Poole,236
-E14000816,Mid Norfolk,237
-E14000817,Mid Sussex,238
-E14000818,Mid Worcestershire,239
-E14000819,Middlesbrough,240
-E14000820,Middlesbrough South and East Cleveland,241
-E14000821,Milton Keynes North,242
-E14000822,Milton Keynes South,243
-E14000823,Mitcham and Morden,244
-E14000824,Mole Valley,245
-E14000825,Morecambe and Lunesdale,246
-E14000826,Morley and Outwood,247
-E14000827,New Forest East,248
-E14000828,New Forest West,249
-E14000829,Newark,250
-E14000680,East Hampshire,251
-E14000681,East Surrey,252
-E14000682,East Worthing and Shoreham,253
-E14000683,East Yorkshire,254
-E14000880,"Plymouth, Sutton and Devonport",255
-E14000684,Eastbourne,256
-E14000685,Eastleigh,257
-E14000881,Poole,258
-E14000686,Eddisbury,259
-E14000882,Poplar and Limehouse,260
-E14000687,Edmonton,261
-E14000883,Portsmouth North,262
-E14000688,Ellesmere Port and Neston,263
-E14000884,Portsmouth South,264
-E14000689,Elmet and Rothwell,265
-E14000885,Preston,266
-E14000690,Eltham,267
-E14000886,Pudsey,268
-E14000691,Enfield North,269
-E14000887,Putney,270
-E14000692,"Enfield, Southgate",271
-E14000888,Rayleigh and Wickford,272
-E14000693,Epping Forest,273
-E14000889,Reading East,274
-E14000694,Epsom and Ewell,275
-E14000890,Reading West,276
-E14000695,Erewash,277
-E14000891,Redcar,278
-E14000696,Erith and Thamesmead,279
-E14000892,Redditch,280
-E14000697,Esher and Walton,281
-E14000893,Reigate,282
-E14000698,Exeter,283
-E14000894,Ribble Valley,284
-E14000699,Fareham,285
-E14000895,Richmond (Yorks),286
-E14000700,Faversham and Mid Kent,287
-E14000896,Richmond Park,288
-E14000701,Feltham and Heston,289
-E14000897,Rochdale,290
-E14000702,Filton and Bradley Stoke,291
-E14000898,Rochester and Strood,292
-E14000703,Finchley and Golders Green,293
-E14000899,Rochford and Southend East,294
-E14000704,Folkestone and Hythe,295
-E14000900,Romford,296
-E14000705,Forest of Dean,297
-E14000901,Romsey and Southampton North,298
-E14000706,Fylde,299
-E14000902,Rossendale and Darwen,300
-E14000707,Gainsborough,301
-E14000903,Rother Valley,302
-E14000904,Rotherham,303
-E14000905,Rugby,304
-E14000906,"Ruislip, Northwood and Pinner",305
-E14000907,Runnymede and Weybridge,306
-E14000908,Rushcliffe,307
-E14000909,Rutland and Melton,308
-E14000910,Saffron Walden,309
-E14000911,Salford and Eccles,310
-E14000912,Salisbury,311
-E14000913,Scarborough and Whitby,312
-E14000914,Scunthorpe,313
-E14000915,Sedgefield,314
-E14000916,Sefton Central,315
-E14000917,Selby and Ainsty,316
-E14000918,Sevenoaks,317
-E14000919,Sheffield Central,318
-E14000920,Sheffield South East,319
-E14000921,"Sheffield, Brightside and Hillsborough",320
-E14000922,"Sheffield, Hallam",321
-E14000923,"Sheffield, Heeley",322
-E14000924,Sherwood,323
-E14000925,Shipley,324
-E14000926,Shrewsbury and Atcham,325
-E14000927,Sittingbourne and Sheppey,326
-E14000928,Skipton and Ripon,327
-E14000929,Sleaford and North Hykeham,328
-E14000730,Harrogate and Knaresborough,329
-E14000731,Harrow East,330
-E14000732,Harrow West,331
-E14000733,Hartlepool,332
-E14000734,Harwich and North Essex,333
-E14000735,Hastings and Rye,334
-E14000736,Havant,335
-E14000737,Hayes and Harlington,336
-E14000738,Hazel Grove,337
-E14000739,Hemel Hempstead,338
-E14000740,Hemsworth,339
-E14000741,Hendon,340
-E14000742,Henley,341
-E14000743,Hereford and South Herefordshire,342
-E14000744,Hertford and Stortford,343
-E14000745,Hertsmere,344
-E14000746,Hexham,345
-E14000747,Heywood and Middleton,346
-E14000748,High Peak,347
-E14000749,Hitchin and Harpenden,348
-E14000750,Holborn and St Pancras,349
-E14000751,Hornchurch and Upminster,350
-E14000752,Hornsey and Wood Green,351
-E14000753,Horsham,352
-E14000754,Houghton and Sunderland South,353
-E14000755,Hove,354
-E14000756,Huddersfield,355
-E14000757,Huntingdon,356
-E14000758,Hyndburn,357
-E14000759,Ilford North,358
-E14000760,Ilford South,359
-E14000761,Ipswich,360
-E14000762,Isle of Wight,361
-E14000763,Islington North,362
-E14000764,Islington South and Finsbury,363
-E14000765,Jarrow,364
-E14000766,Keighley,365
-E14000767,Kenilworth and Southam,366
-E14000768,Kensington,367
-E14000769,Kettering,368
-E14000770,Kingston and Surbiton,369
-E14000771,Kingston upon Hull East,370
-E14000772,Kingston upon Hull North,371
-E14000773,Kingston upon Hull West and Hessle,372
-E14000774,Kingswood,373
-E14000775,Knowsley,374
-E14000776,Lancaster and Fleetwood,375
-E14000777,Leeds Central,376
-E14000778,Leeds East,377
-E14000779,Leeds North East,378
-E14000708,Garston and Halewood,379
-E14000709,Gateshead,380
-E14000710,Gedling,381
-E14000711,Gillingham and Rainham,382
-E14000712,Gloucester,383
-E14000713,Gosport,384
-E14000714,Grantham and Stamford,385
-E14000715,Gravesham,386
-E14000716,Great Grimsby,387
-E14000717,Great Yarmouth,388
-E14000718,Greenwich and Woolwich,389
-E14000719,Guildford,390
-E14000720,Hackney North and Stoke Newington,391
-E14000721,Hackney South and Shoreditch,392
-E14000722,Halesowen and Rowley Regis,393
-E14000723,Halifax,394
-E14000724,Haltemprice and Howden,395
-E14000725,Halton,396
-E14000726,Hammersmith,397
-E14000727,Hampstead and Kilburn,398
-E14000728,Harborough,399
-E14000729,Harlow,400
-E14000930,Slough,401
-E14000931,Solihull,402
-E14000932,Somerton and Frome,403
-E14000933,South Basildon and East Thurrock,404
-E14000934,South Cambridgeshire,405
-E14000935,South Derbyshire,406
-E14000936,South Dorset,407
-E14000937,South East Cambridgeshire,408
-E14000938,South East Cornwall,409
-E14000939,South Holland and The Deepings,410
-E14000940,South Leicestershire,411
-E14000941,South Norfolk,412
-E14000942,South Northamptonshire,413
-E14000943,South Ribble,414
-E14000944,South Shields,415
-E14000945,South Staffordshire,416
-E14000946,South Suffolk,417
-E14000947,South Swindon,418
-E14000948,South Thanet,419
-E14000949,South West Bedfordshire,420
-E14000950,South West Devon,421
-E14000951,South West Hertfordshire,422
-E14000952,South West Norfolk,423
-E14000953,South West Surrey,424
-E14000954,South West Wiltshire,425
-E14000955,"Southampton, Itchen",426
-E14000956,"Southampton, Test",427
-E14000957,Southend West,428
-E14000958,Southport,429
-E14000959,Spelthorne,430
-E14000960,St Albans,431
-E14000961,St Austell and Newquay,432
-E14000962,St Helens North,433
-E14000963,St Helens South and Whiston,434
-E14000964,St Ives,435
-E14000965,Stafford,436
-E14000966,Staffordshire Moorlands,437
-E14000967,Stalybridge and Hyde,438
-E14000968,Stevenage,439
-E14000969,Stockport,440
-E14000970,Stockton North,441
-E14000971,Stockton South,442
-E14000972,Stoke-on-Trent Central,443
-E14000973,Stoke-on-Trent North,444
-E14000974,Stoke-on-Trent South,445
-E14000975,Stone,446
-E14000976,Stourbridge,447
-E14000977,Stratford-on-Avon,448
-E14000978,Streatham,449
-E14000979,Stretford and Urmston,450
-E14000980,Stroud,451
-E14000981,Suffolk Coastal,452
-E14000982,Sunderland Central,453
-E14000983,Surrey Heath,454
-E14000984,Sutton and Cheam,455
-E14000985,Sutton Coldfield,456
-E14000986,Tamworth,457
-E14000987,Tatton,458
-E14000988,Taunton Deane,459
-E14000989,Telford,460
-E14000990,Tewkesbury,461
-E14000991,The Cotswolds,462
-E14000992,The Wrekin,463
-E14000993,Thirsk and Malton,464
-E14000994,Thornbury and Yate,465
-E14000995,Thurrock,466
-E14000996,Tiverton and Honiton,467
-E14000997,Tonbridge and Malling,468
-E14000998,Tooting,469
-E14000999,Torbay,470
-E14001000,Torridge and West Devon,471
-E14001001,Totnes,472
-E14001002,Tottenham,473
-E14001003,Truro and Falmouth,474
-E14001004,Tunbridge Wells,475
-E14001005,Twickenham,476
-E14001006,Tynemouth,477
-E14001007,Uxbridge and South Ruislip,478
-E14001008,Vauxhall,479
-E14001009,Wakefield,480
-E14001010,Wallasey,481
-E14001011,Walsall North,482
-E14001012,Walsall South,483
-E14001013,Walthamstow,484
-E14001014,Wansbeck,485
-E14001015,Wantage,486
-E14001016,Warley,487
-E14001017,Warrington North,488
-E14001018,Warrington South,489
-E14001019,Warwick and Leamington,490
-E14001020,Washington and Sunderland West,491
-E14001021,Watford,492
-E14001022,Waveney,493
-E14001023,Wealden,494
-E14001024,Weaver Vale,495
-E14001025,Wellingborough,496
-E14001026,Wells,497
-E14001027,Welwyn Hatfield,498
-E14001028,Wentworth and Dearne,499
-E14001029,West Bromwich East,500
-E14001030,West Bromwich West,501
-E14001031,West Dorset,502
-E14001032,West Ham,503
-E14001033,West Lancashire,504
-E14001034,West Suffolk,505
-E14001035,West Worcestershire,506
-E14001036,Westminster North,507
-E14001037,Westmorland and Lonsdale,508
-E14001038,Weston-Super-Mare,509
-E14001039,Wigan,510
-E14001040,Wimbledon,511
-E14001041,Winchester,512
-E14001042,Windsor,513
-E14001043,Wirral South,514
-E14001044,Wirral West,515
-E14001045,Witham,516
-E14001046,Witney,517
-E14001047,Woking,518
-E14001048,Wokingham,519
-E14001049,Wolverhampton North East,520
-E14001050,Wolverhampton South East,521
-E14001051,Wolverhampton South West,522
-E14001052,Worcester,523
-E14001053,Workington,524
-E14001054,Worsley and Eccles South,525
-E14001055,Worthing West,526
-E14001056,Wycombe,527
-E14001057,Wyre and Preston North,528
-E14001058,Wyre Forest,529
-E14001059,Wythenshawe and Sale East,530
-E14001060,Yeovil,531
-E14001061,York Central,532
-E14001062,York Outer,533
-N06000001,Belfast East,534
-N06000002,Belfast North,535
-N06000003,Belfast South,536
-N06000004,Belfast West,537
-N06000005,East Antrim,538
-N06000006,East Londonderry,539
-N06000007,Fermanagh and South Tyrone,540
-N06000008,Foyle,541
-N06000009,Lagan Valley,542
-N06000010,Mid Ulster,543
-N06000011,Newry and Armagh,544
-N06000012,North Antrim,545
-N06000013,North Down,546
-N06000014,South Antrim,547
-N06000015,South Down,548
-N06000016,Strangford,549
-N06000017,Upper Bann,550
-S14000050,Ochil and South Perthshire,551
-S14000051,Orkney and Shetland,552
-S14000052,Paisley and Renfrewshire North,553
-S14000053,Paisley and Renfrewshire South,554
-S14000054,Perth and North Perthshire,555
-S14000055,"Ross, Skye and Lochaber",556
-S14000056,Rutherglen and Hamilton West,557
-S14000057,Stirling,558
-S14000058,West Aberdeenshire and Kincardine,559
-S14000059,West Dunbartonshire,560
-W07000041,Ynys Môn,561
-W07000042,Delyn,562
-W07000043,Alyn and Deeside,563
-W07000044,Wrexham,564
-W07000045,Llanelli,565
-W07000046,Gower,566
-W07000047,Swansea West,567
-W07000048,Swansea East,568
-W07000049,Aberavon,569
-W07000050,Cardiff Central,570
-W07000051,Cardiff North,571
-W07000052,Rhondda,572
-W07000053,Torfaen,573
-W07000054,Monmouth,574
-W07000055,Newport East,575
-W07000056,Newport West,576
-W07000057,Arfon,577
-W07000058,Aberconwy,578
-W07000059,Clwyd West,579
-W07000060,Vale of Clwyd,580
-W07000061,Dwyfor Meirionnydd,581
-W07000062,Clwyd South,582
-W07000063,Montgomeryshire,583
-W07000064,Ceredigion,584
-W07000065,Preseli Pembrokeshire,585
-W07000066,Carmarthen West and South Pembrokeshire,586
-W07000067,Carmarthen East and Dinefwr,587
-W07000068,Brecon and Radnorshire,588
-W07000069,Neath,589
-W07000070,Cynon Valley,590
-W07000071,Merthyr Tydfil and Rhymney,591
-W07000072,Blaenau Gwent,592
-W07000073,Bridgend,593
-W07000074,Ogmore,594
-W07000075,Pontypridd,595
-W07000076,Caerphilly,596
-W07000077,Islwyn,597
-W07000078,Vale of Glamorgan,598
-W07000079,Cardiff West,599
-W07000080,Cardiff South and Penarth,600
-N06000018,West Tyrone,601
-S14000001,Aberdeen North,602
-S14000002,Aberdeen South,603
-S14000003,Airdrie and Shotts,604
-S14000004,Angus,605
-S14000005,Argyll and Bute,606
-S14000006,"Ayr, Carrick and Cumnock",607
-S14000007,Banff and Buchan,608
-S14000008,"Berwickshire, Roxburgh and Selkirk",609
-S14000009,"Caithness, Sutherland and Easter Ross",610
-S14000010,Central Ayrshire,611
-S14000011,"Coatbridge, Chryston and Bellshill",612
-S14000012,"Cumbernauld, Kilsyth and Kirkintilloch East",613
-S14000013,Dumfries and Galloway,614
-S14000014,"Dumfriesshire, Clydesdale and Tweeddale",615
-S14000015,Dundee East,616
-S14000016,Dundee West,617
-S14000017,Dunfermline and West Fife,618
-S14000018,East Dunbartonshire,619
-S14000019,"East Kilbride, Strathaven and Lesmahagow",620
-S14000020,East Lothian,621
-S14000021,East Renfrewshire,622
-S14000022,Edinburgh East,623
-S14000023,Edinburgh North and Leith,624
-S14000024,Edinburgh South,625
-S14000025,Edinburgh South West,626
-S14000026,Edinburgh West,627
-S14000027,Na h-Eileanan an Iar,628
-S14000028,Falkirk,629
-S14000029,Glasgow Central,630
-S14000030,Glasgow East,631
-S14000031,Glasgow North,632
-S14000032,Glasgow North East,633
-S14000033,Glasgow North West,634
-S14000034,Glasgow South,635
-S14000035,Glasgow South West,636
-S14000036,Glenrothes,637
-S14000037,Gordon,638
-S14000038,Inverclyde,639
-S14000039,"Inverness, Nairn, Badenoch and Strathspey",640
-S14000040,Kilmarnock and Loudoun,641
-S14000041,Kirkcaldy and Cowdenbeath,642
-S14000042,Lanark and Hamilton East,643
-S14000043,Linlithgow and East Falkirk,644
-S14000044,Livingston,645
-S14000045,Midlothian,646
-S14000046,Moray,647
-S14000047,Motherwell and Wishaw,648
-S14000048,North Ayrshire and Arran,649
-S14000049,North East Fife,650

data_collection/local_authority.py

@@ -1 +0,0 @@
-

data_collection/requirements.txt

@@ -1,4 +0,0 @@
-requests
-python-dotenv
-pandas
-tqdm