fgregg · December 14, 2018 19:46 · kc66 · Dec 19, 2018
diff --git a/ward_community_area_overlap.csv b/ward_community_area_overlap.csv
ward	community	proportion_of_ward_in_community_area
1	WEST TOWN	0.583178464274206
1	LOGAN SQUARE	0.392380054759725
1	HUMBOLDT PARK	5.05596447686876e-05
1	NORTH CENTER	0.00942203809405585
1	LINCOLN PARK	0.0149688832272447
10	HEGEWISCH	0.265895481584491
10	SOUTH CHICAGO	0.0768757437832051
10	RIVERDALE	3.43949272079429e-09
10	EAST SIDE	0.151634348793321
10	SOUTH DEERING	0.494462701131169
10	PULLMAN	0.00414273910525908
10	CALUMET HEIGHTS	0.00698683585637781
11	LOWER WEST SIDE	0.0407343767673909
11	MCKINLEY PARK	0.0419991810145392
11	FULLER PARK	0.00103872110225547
11	BRIDGEPORT	0.410231939997467
11	NEW CITY	0.28472389175494
11	NEAR WEST SIDE	0.105693079332244
11	DOUGLAS	2.57798312128335e-06
11	ARMOUR SQUARE	0.115576232048041
12	BRIGHTON PARK	0.271934661689545
12	SOUTH LAWNDALE	0.280534421402791
12	NEW CITY	0.186589372859013
12	BRIDGEPORT	8.01819494949053e-10
12	LOWER WEST SIDE	7.6155379676664e-10
12	MCKINLEY PARK	0.24614811597585
12	NORTH LAWNDALE	0.0147518954581356
12	ARCHER HEIGHTS	4.15310512903977e-05
13	CHICAGO LAWN	0.000416787471227442
13	ASHBURN	0.0200704039707633
13	WEST LAWN	0.387359175270384
13	CLEARING	0.343835423748718
13	GARFIELD RIDGE	0.142773445795299
13	WEST ELSDON	0.105544520307398
14	CHICAGO LAWN	1.04586638442059e-10
14	ARCHER HEIGHTS	0.361605922506633
14	GARFIELD RIDGE	0.150835615715696
14	NEW CITY	9.40822779058197e-11
14	GAGE PARK	0.266144705007132
14	SOUTH LAWNDALE	0.0298836622553408
14	BRIGHTON PARK	0.178912704675019
14	WEST ELSDON	0.0126173864125317
15	NEW CITY	0.253240632055501
15	GAGE PARK	0.133716426264472
15	BRIGHTON PARK	0.28565518686677
15	CHICAGO LAWN	1.18130528499065e-08
15	WEST ENGLEWOOD	0.327387743000203
16	ENGLEWOOD	0.200904263154336
16	WEST ENGLEWOOD	0.330198829922241
16	GAGE PARK	0.105008729155245
16	NEW CITY	0.116355483026242
16	CHICAGO LAWN	0.247532694741935
17	AUBURN GRESHAM	0.263966109752153
17	CHICAGO LAWN	0.36087351046734
17	GREATER GRAND CROSSING	0.0549128610597973
17	CHATHAM	0.044534401026167
17	WEST LAWN	2.30927454593768e-07
17	WEST ENGLEWOOD	0.249159976645952
17	ENGLEWOOD	0.0265529101211361
18	ASHBURN	0.726331406601116
18	BEVERLY	8.60689015189361e-09
18	WEST LAWN	0.115330796612876
18	AUBURN GRESHAM	0.0526534225505716
18	WEST ENGLEWOOD	1.81637148989036e-10
18	CHICAGO LAWN	0.105684233456788
19	ASHBURN	5.5589134148998e-10
19	WASHINGTON HEIGHTS	2.09533166480311e-06
19	MOUNT GREENWOOD	0.352988490080464
19	AUBURN GRESHAM	8.00957918113812e-06
19	MORGAN PARK	0.240977168785005
19	BEVERLY	0.406024002049394
2	NEAR NORTH SIDE	0.312159587223239
2	LINCOLN PARK	0.256979102186487
2	WEST TOWN	0.405208459114447
2	LOGAN SQUARE	0.0256518181400001
20	ENGLEWOOD	0.208329764559607
20	WEST ENGLEWOOD	0.00197474470861813
20	GREATER GRAND CROSSING	0.0939681570139476
20	WOODLAWN	0.243972441963127
20	HYDE PARK	1.94835145727884e-08
20	NEW CITY	0.254736135441682
20	FULLER PARK	3.52868453077956e-12
20	WASHINGTON PARK	0.197018736825976
21	AUBURN GRESHAM	0.448858868784696
21	CHATHAM	0.108862684806968
21	WASHINGTON HEIGHTS	0.318425527759648
21	BEVERLY	8.6823994313246e-05
21	ASHBURN	7.08364161698929e-07
21	ROSELAND	0.123765386290214
22	GARFIELD RIDGE	0.205177156540059
22	SOUTH LAWNDALE	0.730529321735626
22	NORTH LAWNDALE	0.0642883959168769
22	ARCHER HEIGHTS	5.09004940690563e-06
23	GAGE PARK	0.0253321958255697
23	GARFIELD RIDGE	0.403468010373315
23	CHICAGO LAWN	0.0868262949021594
23	WEST ELSDON	0.129546170628521
23	ARCHER HEIGHTS	0.0293988144104184
23	WEST LAWN	0.110003790965
23	CLEARING	0.215424699920567
24	NORTH LAWNDALE	0.686276113808486
24	AUSTIN	0.0447980320775956
24	LOWER WEST SIDE	1.64285695896057e-05
24	SOUTH LAWNDALE	0.117327804478352
24	EAST GARFIELD PARK	0.069276888065297
24	WEST GARFIELD PARK	0.0823044681113346
25	LOOP	0.0237838570850585
25	SOUTH LAWNDALE	2.13007497287599e-09
25	BRIGHTON PARK	3.13458162767862e-10
25	BRIDGEPORT	1.95162077439973e-06
25	ARMOUR SQUARE	0.0633863394848889
25	NEAR SOUTH SIDE	0.0332478006750995
25	LOWER WEST SIDE	0.591051434857081
25	NEAR WEST SIDE	0.249349036172927
25	MCKINLEY PARK	0.0391795776606374
26	HERMOSA	0.0341374555653727
26	WEST TOWN	0.395855220370405
26	LOGAN SQUARE	0.103326751866278
26	HUMBOLDT PARK	0.466680572197945
27	HUMBOLDT PARK	0.18334504840231
27	NEAR WEST SIDE	0.374492209722942
27	WEST GARFIELD PARK	2.50674260235142e-12
27	NEAR NORTH SIDE	0.167384705076701
27	WEST TOWN	0.17890804769938
27	LINCOLN PARK	0.000504985986582465
27	EAST GARFIELD PARK	0.0953650031095776
28	AUSTIN	0.174396202696971
28	NEAR WEST SIDE	0.289177869152613
28	HUMBOLDT PARK	0.0511148677702147
28	SOUTH LAWNDALE	0.00681285643540087
28	NORTH LAWNDALE	0.063500726916877
28	LOWER WEST SIDE	0.0142516728917055
28	WEST GARFIELD PARK	0.183325018629009
28	EAST GARFIELD PARK	0.217420785507207
29	AUSTIN	0.808229070956283
29	BELMONT CRAGIN	0.033568572269846
29	MONTCLARE	0.0923666879411648
29	DUNNING	0.0658354674799842
3	FULLER PARK	0.160279399449743
3	NEW CITY	0.0724283175117031
3	ARMOUR SQUARE	0.0278664530413809
3	DOUGLAS	0.163411412180932
3	WASHINGTON PARK	0.0874395078165189
3	GRAND BOULEVARD	0.293226443331856
3	BRIDGEPORT	1.22541648831182e-10
3	LOOP	1.75528372281643e-07
3	NEAR SOUTH SIDE	0.175335750202295
3	ENGLEWOOD	0.0200125408146586
30	IRVING PARK	0.181205845658639
30	DUNNING	0.0179608569302159
30	BELMONT CRAGIN	0.401297577569736
30	LOGAN SQUARE	1.26228910143145e-09
30	AVONDALE	0.192113630938219
30	PORTAGE PARK	0.207422085209545
30	HERMOSA	2.43135677020288e-09
31	HERMOSA	0.242790168782241
31	PORTAGE PARK	0.118066351908387
31	IRVING PARK	1.56433391008373e-09
31	BELMONT CRAGIN	0.461031251499277
31	AVONDALE	0.0649876647097926
31	LOGAN SQUARE	0.11312456153597
32	NORTH CENTER	0.180427945313643
32	LINCOLN PARK	0.130951620930175
32	AVONDALE	2.353796890367e-08
32	LOGAN SQUARE	0.482859552224372
32	WEST TOWN	0.0825414829884771
32	LAKE VIEW	0.123219375005362
33	ALBANY PARK	0.307901115738968
33	AVONDALE	0.31638201263963
33	NORTH PARK	0.00849972104534884
33	IRVING PARK	0.354449956326411
33	LOGAN SQUARE	3.25596463889983e-07
33	NORTH CENTER	0.0127666085586937
33	LINCOLN SQUARE	2.60094485550976e-07
34	WASHINGTON HEIGHTS	0.169214217985624
34	MORGAN PARK	0.228957472283202
34	BEVERLY	0.0104082850897298
34	ROSELAND	0.238344885946364
34	WEST PULLMAN	0.353073531438122
35	HERMOSA	0.152678173820847
35	ALBANY PARK	0.157616965047963
35	LOGAN SQUARE	0.259620778970028
35	IRVING PARK	0.179130309644286
35	AVONDALE	0.250953772516878
36	HERMOSA	0.0509888410516712
36	PORTAGE PARK	0.120153444508488
36	HUMBOLDT PARK	0.0224157457586129
36	MONTCLARE	0.176902038563143
36	BELMONT CRAGIN	0.466549510993269
36	AUSTIN	0.0089107704895467
36	DUNNING	0.15407964863527
37	BELMONT CRAGIN	0.0175570417487912
37	AUSTIN	0.673523616544669
37	EAST GARFIELD PARK	4.01580283260826e-10
37	WEST GARFIELD PARK	0.0133468377334133
37	HUMBOLDT PARK	0.295572503571547
38	PORTAGE PARK	0.252425415078305
38	OHARE	0.287842360878184
38	JEFFERSON PARK	5.36925527146938e-10
38	DUNNING	0.459731935690898
39	PORTAGE PARK	9.0264218371037e-05
39	FOREST GLEN	0.311654052857314
39	NORTH PARK	0.339238676645412
39	NORWOOD PARK	0.032838846753449
39	ALBANY PARK	0.130738591601151
39	JEFFERSON PARK	0.0802004790450081
39	IRVING PARK	0.105238772890206
39	WEST RIDGE	2.63424392722716e-09
4	LOOP	0.0965074909250316
4	NEAR SOUTH SIDE	0.190431864852293
4	HYDE PARK	0.0299605268272983
4	WASHINGTON PARK	0.0360311955839501
4	OAKLAND	0.134229897925396
4	DOUGLAS	0.205138247804773
4	KENWOOD	0.209874043922407
4	GRAND BOULEVARD	0.0978160666891561
40	UPTOWN	0.0159459537772402
40	EDGEWATER	0.120115549270473
40	ALBANY PARK	1.57183977975368e-08
40	LINCOLN SQUARE	0.555855239955021
40	WEST RIDGE	0.25891744986465
40	NORTH PARK	0.0225522135052478
40	ROGERS PARK	0.0266135779089692
41	EDISON PARK	0.0653316590709709
41	NORWOOD PARK	0.207532656987003
41	FOREST GLEN	0.0628693108852334
41	JEFFERSON PARK	4.72641951799248e-11
41	OHARE	0.664263869416718
42	WEST TOWN	0.0126833544513799
42	NEAR NORTH SIDE	0.411927521732179
42	LOOP	0.436508929305834
42	NEAR WEST SIDE	0.138877220445905
43	NEAR NORTH SIDE	0.0470524306868669
43	LAKE VIEW	1.22198260577852e-08
43	LINCOLN PARK	0.952946737659922
44	UPTOWN	1.39574298146131e-09
44	LINCOLN PARK	1.07031752051814e-05
44	LAKE VIEW	0.999976265559418
45	AVONDALE	1.05880649482664e-10
45	JEFFERSON PARK	0.405518365178032
45	PORTAGE PARK	0.255357124252483
45	NORWOOD PARK	0.125374626364677
45	FOREST GLEN	0.0328530974623684
45	ALBANY PARK	2.00693123795698e-07
45	IRVING PARK	0.180896535313169
46	LAKE VIEW	0.219587680983725
46	UPTOWN	0.78041155198407
47	UPTOWN	0.157664329581228
47	LAKE VIEW	0.177170224889449
47	EDGEWATER	2.42606877365789e-08
47	ALBANY PARK	1.90855554147297e-09
47	LINCOLN SQUARE	0.206374664601799
47	AVONDALE	1.53700705267897e-08
47	IRVING PARK	1.83887931458238e-06
47	NORTH CENTER	0.458788900508896
48	UPTOWN	0.176427473887037
48	ROGERS PARK	1.49161277441777e-05
48	EDGEWATER	0.823556476142817
49	ROGERS PARK	0.938656982590496
49	WEST RIDGE	0.0613406236007553
49	EDGEWATER	2.62621516194961e-09
5	HYDE PARK	0.358780566174426
5	WASHINGTON PARK	4.46514296789412e-08
5	GREATER GRAND CROSSING	0.142250903536995
5	SOUTH SHORE	0.257395261850082
5	AVALON PARK	0.0114379148396517
5	KENWOOD	0.0227962443754924
5	WOODLAWN	0.207335886228651
50	WEST RIDGE	0.874186393201198
50	NORTH PARK	0.100739690566809
50	EDGEWATER	6.53727244087942e-17
50	ROGERS PARK	0.0250738763072759
6	CHATHAM	0.243304425184554
6	AUBURN GRESHAM	0.0127665696052899
6	WEST ENGLEWOOD	0.0323148689140717
6	WOODLAWN	0.0036142271149649
6	GREATER GRAND CROSSING	0.452069574675878
6	ENGLEWOOD	0.255930334505242
7	SOUTH SHORE	0.267312588946118
7	CALUMET HEIGHTS	0.155888761276638
7	SOUTH CHICAGO	0.326317688752882
7	AVALON PARK	3.10869674305168e-05
7	SOUTH DEERING	0.250443668905801
8	SOUTH CHICAGO	0.0649792431267744
8	SOUTH DEERING	0.00787876244474132
8	AVALON PARK	0.205908177565633
8	PULLMAN	0.176960743605952
8	CHATHAM	0.111434894096695
8	CALUMET HEIGHTS	0.157501835740381
8	ROSELAND	1.12394960139854e-09
8	SOUTH SHORE	0.116638906175455
8	GREATER GRAND CROSSING	0.054328855634259
8	BURNSIDE	0.10436858048616
9	HEGEWISCH	9.51875019000454e-09
9	WEST PULLMAN	0.144888931465421
9	PULLMAN	0.108561923956219
9	ROSELAND	0.290755108685801
9	RIVERDALE	0.382705560009839
9	CHATHAM	0.0555752903106403
9	WASHINGTON HEIGHTS	0.0175094459675696
9	BURNSIDE	1.51883376172933e-10
9	SOUTH DEERING	2.48650491444952e-08