mirror of
https://github.com/Hestia-Homes/Model.git
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refactoring repo wip
This commit is contained in:
parent
311c8ff171
commit
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# Data Collection
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This service is specifically focused on the collection of data external sources which aren't easily
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accessed via api or via downloadable data sources. For example, wages data requires a specific application to
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pull that data from websites, e.g. from Adzuna's api
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@ -1,86 +0,0 @@
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import requests
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import json
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from data_collection.config import ADZUNA_API_KEY, ADZUNA_APP_ID
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import pandas as pd
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import os
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import time
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from tqdm import tqdm
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"""
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Table of constituencies and their codes can be downloaded from the Office of National Statistics, found here:
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https://geoportal.statistics.gov.uk/datasets/ons::westminster-parliamentary-constituencies-december-2022-names-and
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-codes-in-the-united-kingdom/explore
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"""
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constituencies = pd.read_csv(
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os.path.abspath(
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os.path.dirname(
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__file__)) + "/data_collection/data/Westminster_Parliamentary_Constituencies_("
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"December_2022)_Names_and_Codes_in_the_United_Kingdom.csv"
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)
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constituencies["location_type"] = "constituency"
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def retry_api_call(job_title, location, max_retries=10):
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for i in range(max_retries):
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try:
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response = get_adzuna_jobs(job_title, location)
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return response
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except (requests.HTTPError, requests.ConnectionError):
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print(f"Attempt {i + 1} failed. Retrying in 2 seconds...")
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time.sleep(2)
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print(f"Failed after {max_retries} attempts.")
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return None
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def get_adzuna_jobs(job_title, location):
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base_url = "https://api.adzuna.com/v1/api/jobs"
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country_code = "gb"
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url = f"{base_url}/{country_code}/search/1"
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params = {
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"app_id": ADZUNA_APP_ID,
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"app_key": ADZUNA_API_KEY,
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"results_per_page": 25,
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"what": job_title,
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"where": location,
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"content-type": "application/json",
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"distance": 10
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}
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response = requests.get(url, params=params)
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response.raise_for_status()
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jobs = json.loads(response.text)
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return jobs
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JOB_TITLES = [
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"insulation installer", "internal wall insulation installer", "external wall insulation installer",
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"cavity wall insulation installer", "loft insulation installer", "roof insulation installer",
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"spray foam insulation installer", "insulation technician", "insulation engineer", "iwi insulation installer",
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"iwi installer", "ewi insulation installer", "ewi installer", "cwi insulation installer", "cwi installer",
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]
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results = []
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for i, job_title in enumerate(JOB_TITLES):
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print("Pulling job title %s of %s" % (str(i + 1), str(len(JOB_TITLES))))
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for _, location_config in tqdm(constituencies.iterrows(), total=constituencies.shape[0]):
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location = location_config["PCON22NM"]
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jobs = retry_api_call(job_title, location)
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time.sleep(0.5)
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if jobs["results"]:
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for job in jobs['results']:
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to_append = {
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"job_title": job_title,
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"search_location": location,
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"search_location_code": location_config["PCON22CD"],
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**job
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}
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results.append(to_append)
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results_df = pd.DataFrame(results)
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@ -1,7 +0,0 @@
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import os
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from dotenv import load_dotenv
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load_dotenv(dotenv_path='data_collection/.env')
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ADZUNA_API_KEY = os.environ.get('ADZUNA_API_KEY')
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ADZUNA_APP_ID = os.environ.get('ADZUNA_APP_ID')
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BIN
data_collection/data/.DS_Store
vendored
BIN
data_collection/data/.DS_Store
vendored
Binary file not shown.
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@ -1,651 +0,0 @@
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PCON22CD,PCON22NM,ObjectId
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E14000530,Aldershot,1
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E14000531,Aldridge-Brownhills,2
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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
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E14000547,Bath,18
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||||
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
|
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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
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E14000579,Bolton South East,50
|
||||
E14000830,Newbury,51
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||||
E14000831,Newcastle upon Tyne Central,52
|
||||
E14000832,Newcastle upon Tyne East,53
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||||
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
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||||
E14000849,North Shropshire,70
|
||||
E14000850,North Somerset,71
|
||||
E14000851,North Swindon,72
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||||
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
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||||
E14000859,North West Norfolk,80
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||||
E14000860,North Wiltshire,81
|
||||
E14000861,Northampton North,82
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||||
E14000862,Northampton South,83
|
||||
E14000863,Norwich North,84
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||||
E14000864,Norwich South,85
|
||||
E14000865,Nottingham East,86
|
||||
E14000866,Nottingham North,87
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||||
E14000867,Nottingham South,88
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||||
E14000868,Nuneaton,89
|
||||
E14000869,Old Bexley and Sidcup,90
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||||
E14000870,Oldham East and Saddleworth,91
|
||||
E14000871,Oldham West and Royton,92
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||||
E14000872,Orpington,93
|
||||
E14000873,Oxford East,94
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||||
E14000874,Oxford West and Abingdon,95
|
||||
E14000875,Pendle,96
|
||||
E14000876,Penistone and Stocksbridge,97
|
||||
E14000877,Penrith and The Border,98
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||||
E14000878,Peterborough,99
|
||||
E14000879,"Plymouth, Moor View",100
|
||||
E14000580,Bolton West,101
|
||||
E14000581,Bootle,102
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||||
E14000582,Boston and Skegness,103
|
||||
E14000583,Bosworth,104
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||||
E14000584,Bournemouth East,105
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||||
E14000585,Bournemouth West,106
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||||
E14000586,Bracknell,107
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||||
E14000587,Bradford East,108
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||||
E14000588,Bradford South,109
|
||||
E14000589,Bradford West,110
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||||
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
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||||
E14000612,Bury South,133
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||||
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
|
||||
|
|
|
@ -1 +0,0 @@
|
|||
|
||||
|
|
@ -1,4 +0,0 @@
|
|||
requests
|
||||
python-dotenv
|
||||
pandas
|
||||
tqdm
|
||||
Loading…
Add table
Reference in a new issue