notebook.community

Edit and run

We're going to start by grabbing the geometry for the Austin community area.





In [1]:



    


import requests
from shapely.geometry import shape, Point

r = requests.get('https://data.cityofchicago.org/api/geospatial/cauq-8yn6?method=export&format=GeoJSON')

for feature in r.json()['features']:
    if feature['properties']['community'] == 'AUSTIN':
        austin = feature

poly = shape(austin['geometry'])

Now let's get the shootings data.





In [88]:



    


import os

def get_data(table):
    r = requests.get('%stable/json/%s' % (os.environ['NEWSROOMDB_URL'], table))
    return r.json()

shootings = get_data('shootings')
homicides = get_data('homicides')

Now let's iterate through the shootings, generate shapely points and check to see if they're in the geometry we care about.





In [90]:



    


shootings_ca = []

for row in shootings:
    if not row['Geocode Override']:
        continue
    points = row['Geocode Override'][1:-1].split(',')
    if len(points) != 2:
        continue
    point = Point(float(points[1]), float(points[0]))
    row['point'] = point
    if poly.contains(point):
        shootings_ca.append(row)

print 'Found %d shootings in this community area' % len(shootings_ca)
for f in shootings_ca:
    print f['Date'], f['Time'],  f['Age'], f['Sex'], f['Shooting Location']



    


















    






Found 907 shootings in this community area
2011-09-25 16:30 22 M 1300 N. Mayfield Avenue, Chicago, IL
2011-12-18 20:00 19 F 1159 N. Parkside Avenue, Chicago, IL
2011-12-21 04:20 46 M 101 N. Pine Avenue, Chicago, IL
2011-12-24 21:29 20 M 5501 W. Bloomingdale Avenue, Chicago, IL
2011-12-29 20:30 41 M 1201 N. Austin Boulevard, Chicago, IL
2012-01-31 21:48 17 M 5846 W. Augusta Boulevard, Chicago, IL
2012-03-03 23:28 20 M 5331 W. Congress Parkway, Chicago, IL
2012-03-11 01:45 15 M 958 N. Massasoit Avenue, Chicago, IL
2012-03-11 01:45 14 M 958 N. Massasoit Avenue, Chicago, IL
2012-03-15 18:18 21 M 4945 W. Ferdinand Street, Chicago, IL
2012-03-15 19:42 15 M 5522 W. Monroe Street, Chicago, IL
2012-03-25 16:45 22 M 1501 N. Lockwood Avenue, Chicago, IL
2012-06-01 22:58 30 M 5045 W. Congress Parkway, Chicago, IL
2012-06-02 21:31 28 M 5301 W. Monroe Street, Chicago, IL
2012-06-03 01:15 20 M 5733 W. Bloomingdale Avenue, Chicago, IL
2012-06-05 14:14 22 M 1055 N. Long Avenue, Chicago, IL
2012-06-15 22:50 16 M 1035 N. Long Avenue, Chicago, IL
2012-06-19 01:12 25 M 1217 N. Mason Avenue, Chicago, IL
2012-06-21 23:17 Unk F 5671 W. Washington Boulevard, Chicago, IL
2012-06-27 22:43 41 M 1728 N. Luna Avenue, Chicago, IL
2012-06-29 00:11 17 M 100 N. LaPorte Avenue, Chicago, IL
2012-06-30 12:47 39 M 4919 W. Washington Boulevard, Chicago, IL
2012-06-30 12:47 55 M 4919 W. Washington Boulevard, Chicago, IL
2012-07-21 00:42 24 M 300 N. Central Avenue, Chicago, IL
2012-07-21 00:56 20 M 5956 W. Lake Street, Chicago, IL
2012-07-29 01:53 21 M 1300 N. Mayfield Avenue, Chicago, IL
2012-07-30 02:27 20 M 5800 W. Huron Street, Chicago, IL
2012-08-02 21:32 52 M 946 N. Lawler Avenue, Chicago, IL
2012-08-02 21:32 52 M 946 N. Lawler Avenue, Chicago, IL
2012-08-05 05:15 22 M 800 N. Cicero Avenue, Chicago, IL
2012-08-17 18:20 22 M 558 S. Kilpatrick Avenue, Chicago, IL
2012-08-17 18:20 18 M 558 S. Kilpatrick Avenue, Chicago, IL
2012-08-25 04:08 19 M 4900 W. Hubbard Street, Chicago, IL
2012-08-29 01:56 28 M 000 N. Kilpatrick Avenue, Chicago, IL
2012-08-29 01:56 24 M 000 N. Kilpatrick Avenue, Chicago, IL
2012-09-17 22:50 Unk F 4700 W. Washington Boulevard, Chicago, IL
2012-09-22 01:25 40 M 4900 W. Ferdinand Street, Chicago, IL
2012-09-25 16:00 Unk  800 N. Central Avenue, Chicago, IL
2012-09-28 22:50 21 M 300 N. Laramie Avenue, Chicago, IL
2012-10-03 02:15 19 M 1000 N. Leamington Avenue, Chicago, IL
2012-10-13 22:10 33 M 5500 W. Corcoran Place, Chicago, IL
2012-10-14 02:20 Unk M 4800 W. Chicago Avenue, Chicago, IL
2012-10-14 02:30 20s M 600 N. Central Avenue, Chicago, IL
2012-10-15 19:30 34 M 1100 N. Menard Avenue, Chicago, IL
2012-10-21 03:07 21 M 52 N. Central Avenue, Chicago, IL
2012-10-22 21:25 19 M 200 S. Lavergne Avenue, Chicago, IL
2012-10-22 21:25 52 M 200 S. Lavergne Avenue, Chicago, IL
2012-10-25 01:39 36 M 5116 W. Congress Parkway, Chicago, IL
2012-10-26 23:30 20 M 100 S. Lotus Avenue, Chicago, IL
2012-10-27 01:40 23 M 5100 W. Madison Street, Chicago, IL
2012-10-30 18:25 21 M 5300 W. Kinzie Street, Chicago, IL
2012-10-31 09:15 19 M 539 N. Lamon Avenue, Chicago, IL
2012-11-01 12:16  M 1545 N. Lorel Avenue, Chicago, IL
2012-11-11 19:07 21 M 5507 W. Monroe Street, Chicago, IL
2012-11-16 18:35 Unk M 171 N. Laporte Avenue, Chicago, IL
2012-11-22 06:18 46 M 110 N. Lorel Avenue, Chicago, IL
2012-11-24 12:00  M 4818 W. Rice Street, Chicago, IL
2012-11-25 17:10 20s M 4600 W. Jackson Boulevard, Chicago, IL
2012-12-01 15:00 23 F 4820 W. Fulton Street, Chicago, IL
2012-12-01 14:07 28 F 4909 W. Quincy Street, Chicago, IL
2012-12-14 16:35 15 M 5256 W. North Avenue, Chicago, IL
2012-12-17 22:35 17 F 5836 W. Superior Street, Chicago, IL
2012-12-19 18:29 22 M 1543 N. Lorel Avenue, Chicago, IL
2012-12-19 22:25 26 M 5641 W. Fulton Street, Chicago, IL
2012-12-26 01:18 21 M 12 N. Lockwood Avenue, Chicago, IL
2013-01-01 01:16 29 M 5067 W. Madison Street, Chicago, IL
2013-01-17 13:28 26 M 400 S. Lockwood Avenue, Chicago, IL
2013-01-23 21:06 38 M 354 S. Cicero Avenue, Chicago, IL
2013-01-23 21:06 38 M 354 S. Cicero Avenue, Chicago, IL
2013-01-27 12:20 unk M 1216 N. Lavergne Avenue, Chicago, IL
2013-01-30 20:20 19 M 5069 W. Madison Street, Chicago, IL
2013-01-30 20:20 27 M 5069 W. Madison Street, Chicago, IL
2013-02-19 19:45 23 M 5100 W. Chicago Avenue, Chicago, IL
2013-03-25 16:37 25 M 5926 W. Erie Street, Chicago, IL
2013-03-25 16:37 20 M 5926 W. Erie Street, Chicago, IL
2013-04-06 17:05  M 436 N. Lawler Avenue, Chicago, IL
2013-04-18 16:00  M 113 N. Mason Avenue, Chicago, IL
2013-04-28 01:06 21 M 5701 W. Madison Street, Chicago, IL
2013-05-18 04:15 27 M 4821 W. Iowa Street, Chicago, IL
2013-05-19 02:10 53 M 320 S. Cicero Avenue, Chicago, IL
2013-05-20 21:30 14 M 900 N. Lockwood Avenue, Chicago, IL
2013-05-20 21:30 17 F 900 N. Lockwood Avenue, Chicago, IL
2013-05-20 21:30 18 F 900 N. Lockwood Avenue, Chicago, IL
2013-05-20 21:30 19 F 900 N. Lockwood Avenue, Chicago, IL
2013-06-08 14:15 30 M 600 N. Menard Avenue, Chicago, IL
2013-06-11 21:58 35 M 931 N. Long Avenue, Chicago, IL
2013-06-14 23:00 24 M 5508 W. Quincy Street, Chicago, IL
2013-06-14 23:00 23 M 5508 W. Quincy Street, Chicago, IL
2013-06-21 23:15 28 M 1600 N. McVicker Avenue, Chicago, IL
2013-06-28 01:17 25 M 5000 W. Chicago Avenue, Chicago, IL
2013-07-04 02:19 29 M 29 N. Leclaire Avenue, Chicago, IL
2013-07-04 02:19 25 F 29 N. Leclaire Avenue, Chicago, IL
2013-07-04 03:01 28 M 1147 S. Mason Avenue, Chicago, IL
2013-07-04 03:01 27 M 1147 S. Mason Avenue, Chicago, IL
2013-07-06 00:35 31 M 300 N. Pine Avenue, Chicago, IL
2013-07-16 00:30 22 M 146 N. Central Avenue, Chicago, IL
2013-07-16 00:30 24 M 146 N. Central Avenue, Chicago, IL
2013-07-20 11:30 25 M 5900 W. Fulton Street, Chicago, IL
2013-07-23 22:20 29 M 5608 W. Washington Boulevard, Chicago, IL
2013-07-24 12:10 23 M 400 N. Lavergne Avenue, Chicago, IL
2013-07-25 12:10 23 M 400 N. Lavergne Avenue, Chicago, IL
2012-04-30 18:55 26 M 400 N. Lawler Avenue, Chicago, IL
2012-04-15 02:46 19 M 1058 N. Waller Avenue, Chicago, IL
2012-07-21 00:56 29 M 5956 W. Lake Street, Chicago, IL
2012-08-13 23:39 22 M 5500 W. Bloomingdale Avenue, Chicago, IL
2012-09-04 00:02 27 M 956 N. Leamington Avenue, Chicago, IL
2012-11-29 16:02 18 M 1607 N. Central Avenue, Chicago, IL
2012-12-27 20:51 40 M 4959 W. Augusta Avenue, Chicago, IL
2013-07-25 01:30 28 M 1600 N. Latrobe Avenue, Chicago, IL
2013-07-25 23:30 25 M 200 N. Latrobe Avenue, Chicago, IL
2013-08-16 23:05 21 M 4800 W. Walton Street, Chicago, IL
2013-08-16 23:05 16 F 4800 W. Walton Street, Chicago, IL
2013-08-17 01:00 26 M 5000 W. Superior Street, Chicago, IL
2013-08-17 05:30 22 M 5100 W. Chicago Avenue, Chicago, IL
2013-08-31 04:00 31 M 5800 W. Chicago Avenue, Chicago, IL
2013-09-09 22:44 22 M 551 N. Laramie Avenue, Chicago, IL
2013-09-10 22:24 19 M 1100 N. Parkside Avenue, Chicago, IL
2013-09-13 23:15 17 M 129 S. Lavergne Avenue, Chicago, IL
2013-09-28 00:20 19 M 4855 W. Monroe Street, Chicago, IL
2013-10-03 15:12 47 M 5327 W. Madison Street, Chicago, IL
2013-10-07 23:55 19 M 214 N. Central Avenue, Chicago, IL
2013-10-07 23:55 20 M 214 N. Central Avenue, Chicago, IL
2013-10-12 02:00 21 M 312 N. Central Avenue, Chicago, IL
2013-10-27 00:05 33 M 5500 West Huron Street, Chicago, IL
2013-10-27 21:15 18 F 5800 W. Superior Street, Chicago, IL
2013-10-31 20:30 15 F 400 N. Central Avenue, Chicago, IL
2013-11-05 18:45 60 M 5000 W. Division Street, Chicago, IL
2013-11-19 21:45 54 M 5200 W. Washington Boulevard, Chicago, IL
2013-11-22 17:45 17 M 4700 W. Adams Street, Chicago, IL
2013-12-05 10:53 23 M 5000 W. Madison Street, Chicago, IL
2013-12-07 03:40 18 M 5700 W. Chicago Avenue, Chicago, IL
2013-12-08 01:35 26 M 5718 W. Bloomingdale Avenue, Chicago, IL
2013-12-15 04:30 36 M 500 N. Pine Avenue, Chicago, IL
2013-12-22 00:30 28 M 1200 N. Menard Avenue, Chicago, IL
2013-12-27 03:50 36 M 5959 W. Midway Park, Chicago, IL
2014-01-04 16:30 28 M 5400 W. Madison Street, Chicago, IL
2014-02-14 20:10 41 M 1400 N Leclaire Ave, Chicago, IL 60651
2011-09-27 17:45 17 M 101 S. Cicero Avenue, Chicago, IL
2011-09-27 17:45 21 M 101 S. Cicero Avenue, Chicago, IL
2011-09-27 17:45 28 M 101 S. Cicero Avenue, Chicago, IL
2011-09-30 14:30 20s M 800 N. Leamington Avenue, Chicago, IL
2011-09-30 14:30 50s M 800 N. Leamington Avenue, Chicago, IL
2011-10-06 21:40 52 M 5555 W. North Avenue, Chicago, IL
2011-10-16 08:00 37 M 329 N. Laramie Avenue, Chicago, IL
2011-10-22 05:00 16 M 1400 N. Central Avenue, Chicago, IL
2011-10-22 12:00 19 M 600 N. Lotus Avenue, Chicago, IL
2011-10-22 12:00 18 M 600 N. Lotus Avenue, Chicago, IL
2011-10-25 10:06 20 M 5225 W. Quincy Street, Chicago, IL
2011-10-25 10:06 24 M 5225 W. Quincy Street, Chicago, IL
2011-10-25 10:06 20 M 5225 W. Quincy Street, Chicago, IL
2011-10-27 18:38 19 M 5300 W. LeMoyne Street, Chicago, IL
2011-10-28 23:15 18 M 5500 W. Corcoran Place, Chicago, IL
2011-11-05  34 M 300 N. Pine Avenue, Chicago, IL
2011-11-27 23:01 38 M 4920 W. Hubbard Street, Chicago, IL
2011-11-28 17:00 17 M 5410 W. Cortland Street, Chicago, IL
2011-12-01 14:43   334 N. Laramie Avenue, Chicago, IL
2011-12-04 23:15   1005 N. Cicero Avenue, Chicago, IL
2011-12-04 23:30   5432 W. Jackson Boulevard, Chicago, IL
2011-12-06 20:00   4758 W. Jackson Boulevard, Chicago, IL
2011-12-09 19:35   5136 W. Chicago Avenue, Chicago, IL
2011-12-17 01:00   5944 W. Chicago Avenue, Chicago, IL
2011-12-20 17:40   5601 W. Corcoran PLace, Chicago, IL
2011-12-22 16:42   4956 W. Erie Street, Chicago, IL
2011-12-24 10:26 27 M 525 S. Cicero Avenue, Chicago, IL
2011-12-27 22:55   554 N. Cicero Avenue, Chicago, IL
2011-12-29 01:05 24 M 1600 N. Lotus Avenue, Chicago, IL
2011-12-29 20:30 Unk  1201 N. Austin Boulevard, Chicago, IL
2011-12-29 21:35 26 M 5500 W. Corcoran Place, Chicago, IL
2011-12-29 21:35 32 M 5500 W. Corcoran Place, Chicago, IL
2011-12-29 23:50 15 M 5500 W. Adams Street, Chicago, IL
2011-12-29 23:50 20 M 5500 W. Adams Street, Chicago, IL
2012-01-05 01:55 60 M 4610 W. Monroe Street, Chicago, IL
2012-01-10 00:25 34 M 700 S. Central Avenue, Chicago, IL
2012-01-10 16:39 26 M 4933 W. Polk Street, Chicago, IL
2012-01-11 18:56   519 N. Laramie Avenue, Chicago, IL
2012-01-15 05:10   5448 W. Washington Boulevard, Chicago, IL
2012-01-17 16:05   5555 W. Madison Street, Chicago, IL
2012-01-23 19:00   805 N. Laramie Avenue, Chicago, IL
2012-01-25 18:30   150 N. Laporte Avenue, Chicago, IL
2012-01-30 20:46 20 M 1457 N. Linder Avenue, Chicago, IL
2012-02-19 01:49 24 M 5200 W. Quincy Street, Chicago, IL
2012-02-24 16:10 49 M 1700 N. LaTrobe Avenue, Chicago, IL
2012-03-02 17:05 20 M 5835 W. Huron Street, Chicago, IL
2012-03-06 23:50 24 M 5841 W. Ohio Street, Chicago, IL
2012-03-09 18:35 24 M 420 N. Lockwood Avenue, Chicago, IL
2012-03-13 23:10 34 M 1600 N. Lorel Avenue, Chicago, IL
2012-03-13 18:25 27 M 1400 N. Long Avenue, Chicago, IL
2012-03-14 20:32   5155 W. Lake Street, Chicago, IL
2012-03-18 02:30   5709 W. Adams Boulevard, Chicago, IL
2012-03-19 00:01   601 N. Cicero Avenue, Chicago, IL
2012-03-25 01:15 27 M 758 N. Cicero Avenue, Chicago, IL
2012-03-25 01:19 18 M 4819 W. Walton Street, Chicago, IL
2012-04-07 03:58 26 M 5952 W. Superior Street, Chicago, IL
2012-04-09 19:25 18 M 180 N. La Crosse Avenue, Chicago, IL
2012-04-09 23:35 24 M 5311 W. Chicago Avenue, Chicago, IL
2012-04-24 23:00 42 M 1600 N. Mobile Avenue, Chicago, IL
2012-04-29 03:20 21 M 5100 W. Kinzie Street, Chicago, IL
2012-04-29 03:20 20 M 5100 W. Kinzie Street, Chicago, IL
2012-05-02 23:53 29 M 1730 N. Montiro Avenue, Chicago, IL
2012-05-07 17:15 32 M 5500 W. Congress Parkway, Chicago, IL
2012-05-08 01:15 17 M 1600 N. Oak Park Avenue, Chicago, IL
2012-05-12 01:25 30 M 300 S. Kilpatrick Avenue, Chicago, IL
2012-05-15 00:14 33 M 5600 W. Washington Boulevard, Chicago, IL
2012-05-25 02:10 32 M 5100 W. Kinzie Street, Chicago, IL
2012-06-04 00:40   133 N. Laramie Avenue, Chicago, IL
2012-06-09 02:30   5014 W. Erie Street, Chicago, IL
2012-06-12 21:21 48 M 5133 W. North Avenue, Chicago, IL
2012-06-12 21:21 21 M 5133 W. North Avenue, Chicago, IL
2012-06-13 23:23 24 M 63 N. Central Avenue, Chicago, IL
2012-06-16 22:50 20s M 1600 N. Menard Avenue, Chicago, IL
2012-06-22 23:15 17 M 4800 W. Concord Place, Chicago, IL
2012-06-23 00:08 21 M 4751 W. Harrison Street, Chicago, IL
2012-06-27 22:43 7 F 1728 N. Luna Avenue, Chicago, IL
2012-07-03 23:17 10 F 201 N. Leamington Avenue, Chicago, IL
2012-07-05 01:30   359 N. Laramie Avenue, Chicago, IL
2012-07-05 03:45 18 M 4827 W. St. Paul Avenue, Chicago, IL
2012-07-21 02:46 21 M 928 N. Latrobe Avenue, Chicago, IL
2012-07-21 21:19 32 M 600 N. Cicero Avenue, Chicago, IL
2012-07-30 21:41 39 M 351 N. Latrobe Avenue, Chicago, IL
2012-08-01 01:12 18 M 1106 N. Lawler Avenue, Chicago, IL
2012-08-01 01:12 18 M 1106 N. Lawler Avenue, Chicago, IL
2012-08-02 15:00 27 M 4707 W. Congress Parkway, Chicago, IL
2012-08-05 00:27 16 F 1500 N. Lawler Avenue, Chicago, IL
2012-08-05 00:34 17 M 5400 W. Cortez Street, Chicago, IL
2012-08-17 23:30 18 M 100 N. Pine Avenue, Chicago, IL
2012-08-17 23:30 18 M 100 N. Pine Avenue, Chicago, IL
2012-08-18 20:15 18 M 121 N. Pine Avenue, Chicago, IL
2012-08-26 08:40 Unk  1050 N. Lockwood Avenue, Chicago, IL
2012-08-29 01:56 37 M 000 N. Kilpatrick Avenue, Chicago, IL
2012-09-01 14:42 18 M 1545 N. Lorel Avenue, Chicago, IL
2012-09-02 01:06 20 M 5225 W. Madison Street, Chicago, IL
2012-09-08 19:47 38 M 4900 W. Huron Street, Chicago, IL
2012-09-17 18:00   100 N. Laporte Avenue, Chicago, IL
2012-09-25 16:00 Unk  800 N. Central Avenue, Chicago, IL
2012-10-07 21:25   1100 N. Lavergne Avenue, Chicago, IL
2012-10-16 23:15 30 M 5200 W. Potomac Street, Chicago, IL
2012-10-16 23:15 25 M 5200 W. Potomac Street, Chicago, IL
2012-10-19 23:15 30 M 900 N. Cicero Avenue, Chicago, IL
2012-10-22 21:25 25 M 200 S. Lavergne Avenue, Chicago, IL
2012-10-22 21:25 48 M 200 S. Lavergne Avenue, Chicago, IL
2012-11-07 17:43   4849 W. Gladys Avenue, Chicago, IL
2012-11-08 12:52   4925 W. Ferdinand Street, Chicago, IL
2012-11-10 01:25 20 M 4724 W. Ohio Street, Chicago, IL
2012-11-14 22:20 27 M 5200 W. Race Avenue, Chicago, IL
2012-11-19 16:30   5000 W. Quincy Street, Chicago, IL
2012-12-01 15:00 34 M 4820 W. Fulton Street, Chicago, IL
2012-12-02 01:00 20 F 5200 W. Chicago Avenue, Chicago, IL
2012-12-09 21:30 32 M 1047 S. Austin Boulevard, Chicago, IL
2012-12-16 18:37  M 5335 W. Chicago Avenue, Chicago, IL
2012-12-17 22:35 38 M 5836 W. Superior Street, Chicago, IL
2012-12-20 20:00 15 M 4818 W. Quincy Street, Chicago, IL
2012-12-21 11:09   4701 W. Maypole Avenue, Chicago, IL
2012-12-22 03:28   5999 W. Madison Street, Chicago, IL
2013-01-14 01:49   4818 W. Gladys Avenue, Chicago, IL
2013-01-14 19:21   344 N. Laramie Avenue, Chicago, IL
2013-01-18 21:15 21 M 5500 W. North Avenue, Chicago, IL
2013-01-19 23:30   5358 W. Division Street, Chicago, IL
2013-01-26 10:30   4814 W. Van Buren Street, Chicago, IL
2013-02-21 17:00 16 M 1300 N. Lockwood Avenue, Chicago, IL
2013-02-23 17:45 32 M 4800 W. Ferdinand Street, Chicago, IL
2013-03-16 14:18 22 M 5042 W. Superior Street, Chicago, IL
2013-03-25 18:19 14 M 5121 W. North Avenue, Chicago, IL
2013-04-04 23:58 28 M 1105 N. Massasoit Avenue, Chicago, IL
2013-04-06 16:04 18 M 1053 N. Waller Avenue, Chicago, IL
2013-04-06 17:47   4857 W. Thomas Street, Chicago, IL
2013-04-08 16:23   159 N. Central Avenue, Chicago, IL
2013-04-13 13:35   1109 N. LeClaire Avenue, Chicago, IL
2013-04-19 19:50 37 M 1100 N. Menard Avenue, Chicago, IL
2013-04-22 21:08 33 M 1047 N. Massasoit Avenue, Chicago, IL
2013-04-24 17:33   149 N. Parkside Avenue, Chicago, IL
2013-04-26 20:41   859 N. Leamington Avenue, Chicago, IL
2013-05-01 19:45 10 M 924 N. Waller Avenue, Chicago, IL
2013-05-17 20:05 40 M 225 N. Mayfield Avenue, Chicago, IL
2013-05-24 22:59 18 M 425 N. Central Avenue, Chicago, IL
2013-05-27 03:01 22 M 149 N. laramie Avenue, Chicago, IL
2013-05-27 00:00 35 M 149 N. Laramie Avenue, Chicago, IL
2013-05-31 22:05 19 M 1400 N. Lawler Avenue, Chicago, IL
2013-06-01 00:35 31 M 5600 W. Thomas Street, Chicago, IL
2013-06-02 10:17 24 M 5729 W. Bloomingdale Avenue, Chicago, IL
2013-06-09 17:48 29 M 5262 W. Quincy Street, Chicago, IL
2013-06-16 15:58 25 M 508 N. Leclaire Avenue, Chicago, IL
2013-06-16 15:58 21 F 508 N. Leclaire Avenue, Chicago, IL
2013-06-19 20:20 15 M 1700 N. Menard Avenue, Chicago, IL
2013-06-27 23:20 17 M 1100 N. Parkside Avenue, Chicago, IL
2013-07-03 00:45 14 M 5033 W. North Avenue, Chicago, IL
2013-07-06 23:45 24 M 200 S. Laramie Avenue, Chicago, IL
2013-07-16 00:30 31 F 146 N. Central Avenue, Chicago, IL
2013-08-05 20:00 23 M 4844 W. Adams Street, Chicago, IL
2013-08-05 20:00 26 F 4844 W. Adams Street, Chicago, IL
2013-08-08 23:30 23 M 1144 N. Waller Avenue, Chicago, IL
2013-08-15   M 1700 North Linder Avenue, Chicago, IL
2013-08-17 23:30 18 M 80 Parkside Avenue, Chicago, IL
2013-08-20 19:40 47 M 500 North Pine Avenue, Chicago, IL
2013-09-01 21:00 27 M 5232 W. Washington Boulevard, Chicago, IL
2013-09-02 06:10   4900 W. Kinzie Street, Chicago, IL
2013-09-07 06:24   5103 W. Congress Parkway, Chicago, IL
2013-09-13 23:15 40 F 129 S. Lavergne Avenue, Chicago, IL
2013-09-15 02:50   202 N. Laramie Avenue, Chicago, IL
2013-09-17 13:41   5301 W. North Avenue, Chicago, IL
2013-09-19 22:31 21 M 1602 N. Luna Avenue, Chicago, IL
2013-09-21 18:10   4816 W. Monroe Street, Chicago, IL
2013-09-22 01:57 17 M 52 N. Mason Avenue, Chicago, IL
2013-09-25 21:06   459 N. Lavergne Avenue, Chicago, IL
2013-09-30 15:48   1100 N. Lamon Avenue, Chicago, IL
2013-10-04 19:50 36 M 425 S. Central Avenue, Chicago, IL
2013-10-08 18:59   4834 W. Superior Street, Chicago, IL
2013-10-12 04:45   10 S. Central Avenue, Chicago, IL
2013-10-13 02:05 29 M 300 S. Cicero Avenue, Chicago, IL
2013-10-14 20:37  M 633 N. Cicero Avenue, Chicago, IL
2013-10-28 21:45 48 M 5305 W. Adams Street, Chicago, IL
2013-11-04 18:34   900 N. Lavergne Avenue, Chicago, IL
2013-11-09 16:18   4800 W. Huron Street, Chicago, IL
2013-11-14 19:23   4800 W. Jackson Boulevard, Chicago, IL
2013-11-17 02:25 25 M 5100 W. Maypole Avenue, Chicago, IL
2013-12-03 21:00   5125 W. Adams Street, Chicago, IL
2013-12-19 17:00 33 M 5613 W. Chicago Avenue, Chicago, IL
2013-12-24 13:10 17 M 5000 W. Lake Street, Chicago, IL
2013-12-29 18:15 19 M 1500 North LeClaire Street, Chicago, IL
2014-01-01 20:50 37 M 1700 N. Long Avenue, Chicago, IL
2014-01-13 22:50 18 M 100 N. Mason Avenue, Chicago, IL
2014-01-17 17:20 21 M 4930 W. Huron Street, Chicago, IL
2014-02-05 04:20 19 M 1217 N Lamon Ave, Chicago, IL 60651
2014-02-22 19:40 32 M 213 N Latrobe Ave, Chicago, IL 60644
2014-03-09 3:31 22 M 4919 W Race Ave, Chicago, IL 60644
2014-03-09 3:31 19 M 4919 W Race Ave, Chicago, IL 60644
2014-04-07 11:01 24 M 449 N Central Ave, Chicago, IL 60644
2014-04-12 23:42 28 M 4920 W Hubbard St, Chicago, IL 60644
2014-04-18 1:11 29 M 161 N Long Ave, Chicago, IL 60644
2014-04-24 00:18 29 M 424 N Lamon Ave, Chicago, IL 60644
2014-02-20 22:40 23 M 6 S Mason Ave, Chicago, IL 60644
2014-03-07 21:25 17 M 400 N Central Ave, Chicago, IL 60644
2014-03-07 21:25 19 M 400 N Central Ave, Chicago, IL 60644
2014-03-09 3:31 20 F 4919 W Race Ave, Chicago, IL 60644
2014-04-07 11:01 16 M 449 N Central Ave, Chicago, IL 60644
2014-04-18 1:10  M 5242 W Monroe St, Chicago, IL 60644
2014-04-18 22:32 55 M 640 N Laramie Ave, Chicago, IL 60644
2014-04-21 10:50 21 M 1016 N Monitor Ave, Chicago, IL 60651
2014-05-10 23:02 22 F 501 S Cicero Ave, Chicago, IL 60644
2014-05-20 15:21 24 M 5900 W Washington Blvd, Chicago, IL 60644
2014-05-20 15:21 29 M 5900 W Washington Blvd, Chicago, IL 60644
2014-06-01 00:33 17 F 501 N Lavergne Ave, Chicago, IL 60644
2014-06-01 00:33 14 F 501 N Lavergne Ave, Chicago, IL 60644
2014-06-04 16:58 21 M 4918 W West End Ave, Chicago, IL 60644
2014-06-06 22:37 16 M 1043 N Lamon Ave, Chicago, IL 60651
2014-05-04 3:15 23 M 402 N Leclaire Ave, Chicago, IL 60644
2014-05-18 06:00 24  900 N Lavergne Ave, Chicago, IL 60651
2014-05-27 08:30 19 M 5143 W Thomas St, Chicago, IL 60651
2014-05-27 15:43 22 M 5257 W Van Buren St, Chicago, IL 60644
2014-06-12 20:56 22 M 5759 W Augusta Blvd, Chicago, IL 60651
2014-06-12 20:56 23 M 5759 W Augusta Blvd, Chicago, IL 60651
2014-06-19 21:01 21 M 5024 W Ohio St, Chicago, IL 60644
2014-06-19 21:41 36 M 853 N Leclaire Ave, Chicago, IL 60651
2014-06-22 7:07  M 958 N Parkside Ave, Chicago, IL 60651
2014-06-27 1:15 20 M 5201 W Division St, Chicago, IL 60651
2014-06-29 20:48 19 M 4821 W Washington Blvd, Chicago, IL 60644
2014-07-01 23:15 21 M 163 N Lockwood Ave, Chicago, IL 60644
2014-07-06 17:40 21 M 5237 W Lake St, Chicago, IL 60644
2012-09-28 00:45 40s M 5800 W. Lake Street, Chicago, IL
2013-12-14 01:25 26 M 312 N. Central Avenue, Chicago, IL
2013-12-14 01:25 25 M 312 N. Central Avenue, Chicago, IL
2014-02-18 5:00 50 M 5150 W Chicago Ave, Chicago, IL 60651
2014-02-20 1:07 30 M 5921 W Division St, Chicago, IL 60651
2014-02-24 19:44   1019 N Leamington Ave, Chicago, IL 60651
2014-03-08 1:30 19 M 4800 W Harrison St, Chicago, IL 60644
2014-03-09 3:31 17 M 4919 W Race Ave, Chicago, IL 60644
2014-03-09 3:31 20 M 4919 W Race Ave, Chicago, IL 60644
2014-03-09 3:31 18 M 4919 W Race Ave, Chicago, IL 60644
2014-04-07 11:01 22 M 449 N Central Ave, Chicago, IL 60644
2014-03-04 19:30   161 N Laramie Ave, Chicago, IL 60644
2014-04-12 3:35 23 F 501 N Cicero Ave, Chicago, IL 60644
2014-04-18 23:15 20 M 5246 W Congress Pkwy, Chicago, IL 60644
2014-04-26 00:33 21 M 5044 W Erie St, Chicago, IL 60644
2014-04-26 00:33 24 F 5044 W Erie St, Chicago, IL 60644
2014-04-25 19:30 16 M 815 N Lamon Ave, Chicago, IL 60651
2014-05-03 3:00 21 F 5645 W Madison St, Chicago, IL 60644
2014-05-02 1:06 46 M 179 N La Crosse Ave, Chicago, IL 60644
2014-04-13 2:50   358 S Lotus Ave, Chicago, IL 60644
2014-05-17 16:26 32 M 238 N Pine Ave, Chicago, IL 60644
2014-05-20 12:16 23 M 4900 W Augusta Blvd, Chicago, IL 60651
2014-05-24 19:36 19 M 5225 W Ferdinand St, Chicago, IL 60644
2014-05-24 19:36 20 M 5225 W Ferdinand St, Chicago, IL 60644
2014-05-28 10:49 20 M 59 N Central Ave, Chicago, IL 60644
2014-05-29 23:09 24 M 300 N Lockwood Ave, Chicago, IL 60644
2014-06-01 00:33 17 M 501 N Lavergne Ave, Chicago, IL 60644
2014-06-01 19:54 22 M 358 S Lotus Ave, Chicago, IL 60644
2014-06-01 19:54 35 M 358 S Lotus Ave, Chicago, IL 60644
2014-06-04 20:37 22 M 5629 W Chicago Ave, Chicago, IL 60651
2014-06-04 16:58 18 M 4918 W West End Ave, Chicago, IL 60644
2014-06-05 13:03 34 M 4925 W Iowa St, Chicago, IL 60651
2014-06-07 3:28 20 M 4818 W Quincy St, Chicago, IL 60644
2014-06-06 22:13 15 M 543 N Leclaire Ave, Chicago, IL 60644
2014-06-06 22:13 27 F 543 N Leclaire Ave, Chicago, IL 60644
2014-06-06 15:08 27 M 4946 W Augusta Blvd, Chicago, IL 60651
2014-05-12 10:30   431 N Long Ave, Chicago, IL 60644
2014-05-16 7:46   2035 N Harlem Ave, Chicago, IL 60707
2014-06-07 21:25 36 M 4650 W Jackson Blvd, Chicago, IL 60644
2014-05-26 00:32   600 S Laramie Ave, Chicago, IL 60644
2014-05-27 17:55   5501 W Monroe St, Chicago, IL 60644
2014-06-17 22:16 23 M 5401 W Walton St, Chicago, IL 60651
2014-06-23 8:46 38 M 4936 W Huron St, Chicago, IL 60644
2014-06-26 13:36 56 M 160 N Leamington Ave, Chicago, IL 60644
2014-06-28 11:58 21 M 358 N Laramie Ave, Chicago, IL 60644
2014-06-28 11:58 22 M 358 N Laramie Ave, Chicago, IL 60644
2014-06-27 2:01 27 F 4744 W Gladys Ave, Chicago, IL 60644
2014-07-02 14:19 41 M 542 N Pine Ave, Chicago, IL 60644
2014-07-04 23:17 26 M 5142 W Wabansia Ave, Chicago, IL 60639
2014-07-05 4:56 23 M 5219 W Washington Blvd, Chicago, IL 60644
2014-07-05 23:18 19 F 172 N La Crosse Ave, Chicago, IL 60644
2014-07-06 17:40 19 M 5237 W Lake St, Chicago, IL 60644
2014-07-11 19:58 41 M 5215 W Quincy St, Chicago, IL 60644
2014-07-09 23:48 29 M 950 N Leclaire Ave, Chicago, IL 60651
2014-07-11 19:58 30 M 5215 W Quincy St, Chicago, IL 60644
2014-07-11 19:58  M 5215 W Quincy St, Chicago, IL 60644
2014-07-16 16:30 23 M 500 N Lavergne Ave, Chicago, IL 60644
2014-05-29 12:01   932 N Lamon Ave, Chicago, IL 60651
2014-06-07 22:58   5536 W Gladys Ave, Chicago, IL 60644
2014-06-08 13:11   501 N Leamington Ave, Chicago, IL 60644
2014-07-18 23:30 24 M 1300 N Mason Ave, Chicago, IL 60651
2014-07-18 23:30 31 M 1300 N Mason Ave, Chicago, IL 60651
2014-07-18 23:30 30 M 1300 N Mason Ave, Chicago, IL 60651
2014-07-18 23:30 33 M 1300 N Mason Ave, Chicago, IL 60651
2014-07-19 18:00 21 M 900 N Mayfield Ave, Chicago, IL 60651
2014-07-19 18:00 43 F 900 N Mayfield Ave, Chicago, IL 60651
2014-07-19 18:00 53 M 900 N Mayfield Ave, Chicago, IL 60651
2014-07-19 18:00 26 M 956 N Massasoit Ave, Chicago, IL 60651
2014-07-19 18:00 33 M 956 N Massasoit Ave, Chicago, IL 60651
2014-07-26 1:35 24 M 5600 W Chicago Ave, Chicago, IL 60651
2014-06-19 21:41   853 N Leclaire Ave, Chicago, IL 60651
2014-06-30 17:52   5335 W Chicago Ave, Chicago, IL 60651
2014-07-28 14:19 23 M 4900 W Kamerling Ave, Chicago, IL 60651
2014-07-09 22:09   857 N Latrobe Ave, Chicago, IL 60651
2014-08-12 18:50 19 M 1400 N Lawler Ave, Chicago, IL 60651
2014-07-11 19:58 32 M 5215 W Quincy St, Chicago, IL 60644
2014-08-24 2:00 33 M 5029 W Potomac Ave, Chicago, IL 60651
2014-08-24 2:00 35 M 5029 W Potomac Ave, Chicago, IL 60651
2014-08-24 2:00 36 M 5029 W Potomac Ave, Chicago, IL 60651
2014-08-26 14:45 27 M 700 N Lotus Ave, Chicago, IL 60644
2014-08-31 1:40 20 M 1000 N Monitor Ave, Chicago, IL 60651
2014-09-03 22:50 26 M W Jackson Blvd & S Central Ave, Chicago, IL 60644
2014-09-09 21:55 41 F 5545 W Gladys Ave, Chicago, IL 60644
2014-09-22 20:20 18 M 300 S Lotus Ave, Chicago, IL 60644
2014-09-23 20:20 30 M N Kilpatrick Ave & W Chicago Ave, Chicago, IL 60651
2014-10-03 23:10 18 M 1700 N McVicker Ave, Chicago, IL 60639
2014-10-16 18:30 20 M 6200 W Bloomingdale Ave, Chicago, IL 60639
2014-10-18 2:20 21 M 5100 W Madison St, Chicago, IL 60644
2014-10-19 17:15 18 M 5100 W Hirsch St, Chicago, IL 60651
2014-10-19 17:15 22 M 5100 W Hirsch St, Chicago, IL 60651
2014-10-24 22:05 24 M 5500 W Corcoran Pl, Chicago, IL 60644
2014-10-29 14:40 41 M 44 N Lorel Ave, Chicago, IL 60644
2014-11-03 18:00 20 M 1800 N Mayfield Ave, Chicago, IL 60639
2014-11-08 22:55 19 M 400 N Laramie Ave, Chicago, IL 60644
2014-11-08 23:45 28 M 800 N Latrobe Ave, Chicago, IL 60651
2014-11-10 17:13 18 M 6000 W Wabansia Ave, Chicago, IL 60639
2014-11-22 00:08 24 M 235 N Mason Ave, Chicago, IL 60644
2014-11-28 15:30 21 M 5600 W Madison St, Chicago, IL 60644
2014-12-03 21:25 17 M 608 N Mayfield Ave, Chicago, IL 60644
2014-12-14 00:40 N/A  Eisenhower Expy & S Laramie Ave, Chicago, IL 60644
2014-12-17 22:00 57 M 5615 W Madison St, Chicago, IL 60644
2014-12-19 14:21 23 M 109 S Kilpatrick Ave, Chicago, IL 60644
2014-12-19 20:37 25 M 5638 W Augusta Blvd, Chicago, IL 60651
2014-12-21 17:55 45 M 5231 W Washington Blvd, Chicago, IL 60644
2014-12-21 17:55 8 M 5231 W Washington Blvd, Chicago, IL 60644
2014-12-23 22:50 38 M 1124 N Leclaire Ave, Chicago, IL 60651
2014-12-26 20:30 27 M 4800 W Arthington St, Chicago, IL 60644
2014-12-07 00:51 22 F 127 N Leclaire Ave, Chicago, IL 60644
2015-01-01 19:30 22 M 5000 W Fulton St, Chicago, IL 60644
2014-12-10 17:59   1022 N Leamington Ave, Chicago, IL 60651
2015-01-03 1:30 39 M 5017 W Superior St, Chicago, IL 60644
2014-12-19 14:00   300 S Lavergne Ave, Chicago, IL 60644
2015-01-14 13:20 17 M 200 N Parkside Ave, Chicago, IL 60644
2015-01-18 17:15 15 M 5000 W Division St, Chicago, IL 60651
2015-01-19 22:10 22 M 5200 W Adams St, Chicago, IL 60644
2015-01-22 21:30 20 F 4800 W Potomac Ave, Chicago, IL 60651
2015-01-23 9:00 19 M 5100 W Division St, Chicago, IL 60651
2015-01-23 9:00 14 F 5100 W Division St, Chicago, IL 60651
2015-01-24 19:00 24 M 5300 W Huron St, Chicago, IL 60644
2015-01-31 22:05 30 M 700 N Central Ave, Chicago, IL 60644
2015-02-03 19:05 20 M 200 S Lotus Ave, Chicago, IL 60644
2015-02-14 15:55 39 M 5500 W Huron St, Chicago, IL 60644
2012-06-19 01:12 22 M 1217 N. Mason Avenue, Chicago, IL
2015-02-20 20:43 17 M 4850 W Adams St, Chicago, IL 60644
2011-10-30 03:27 32 M 5609 W. Bloomingdale, Chicago, IL
2012-02-11 04:38 21 M 211 N. Lorel Avenue, Chicago, IL
2012-05-22 22:30 57 M 235 N. Lorel Avenue, Chicago, IL
2012-06-17 01:26 35 M 1348 N. Lorel Avenue, Chicago, IL
2012-07-01 02:39 23 M 1000 N. Mayfield Avenue, Chicago, IL
2012-07-21 00:56 19 M 5956 W. Lake Street, Chicago, IL
2012-08-04 00:27 27 F 100 N. Laporte Avenue, Chicago, IL
2012-07-03 23:17 24 M 201 N. Leamington Avenue, Chicago, IL
2012-08-16   F 2000 W. Flournoy Street, Chicago, IL
2012-09-17 18:00   100 N. Laporte Avenue, Chicago, IL
2012-08-26 04:00 24 M 4900 W. Ferdinand Street, Chicago, IL
2012-09-17 18:00   100 N. Laporte Avenue, Chicago, IL
2012-09-17 18:00   100 N. Laporte Avenue, Chicago, IL
2012-10-14 02:30 20s M 600 N. Central Avenue, Chicago, IL
2012-10-15 19:30 19 F 1100 N. Menard Avenue, Chicago, IL
2012-10-24 13:00 25 M 642 N. Cicero Avenue, Chicago, IL
2012-10-27 19:35 23 M 600 N. Cicero Avenue, Chicago, IL
2013-01-14 04:15 28 M 5201 W. Jackson Boulevard, Chicago, IL
2013-01-19 13:49 Teen M 5229 W. Hirsch Street, Chicago, IL
2012-11-15 18:32 28 M 5135 W. Thomas Street, Chicago, IL
2013-02-16 11:30 26 M 100 N. Laramie Avenue, Chicago, IL
2012-12-26 01:18 21 M 12 N. Lockwood Avenue, Chicago, IL
2013-03-26 19:00 19 M 4829 W. Fulton Street, Chicago, IL
2013-03-31 19:20 21 M 1720 N. Lockwood Avenue, Chicago, IL
2013-04-14 03:30 20s M 4758 W. Madison Street, Chicago, IL
2013-02-24 07:30 31 M 124 S. Cicero Avenue, Chicago, IL
2013-05-27 00:00 15 M 149 N. Laramie Avenue, Chicago, IL
2013-04-26 01:00 41 M 311 N. Cicero Avenue, Chicago, IL
2013-06-15 00:47 22 M 50 N. Leclaire Street, Chicago, IL
2013-05-24 22:59 17 M 425 N. Central Avenue, Chicago, IL
2013-06-07 19:37 25 M 101 S. Lavergne Avenue, Chicago, IL
2013-07-02 21:45 19 F 1303 N. Lamon Avenue, Chicago, IL
2013-07-04 02:19 25 F 29 N. Leclaire Avenue, Chicago, IL
2013-06-15 00:47 19 F 50 N. Leclaire Street, Chicago, IL
2013-07-14 03:00 19 F 800 N. Parkside Avenue, Chicago, IL
2013-06-30 01:10 23 M 5600 W. Washington Boulevard, Chicago, IL
2013-08-03 03:30 27 M 300 S. Cicero Avenue, Chicago, IL
2013-08-12 20:40 17 M 5500 West Potomac Avenue, Chicago, IL
2013-08-17 23:30 18 M 80 Parkside Avenue, Chicago, IL
2013-08-18 01:00 23 F 1100 North Mason Avenue, Chicago, IL
2013-09-09 15:46   5201 W. Ferdinand Street, Chicago, IL
2013-10-21 02:15 26 M 4600 W. Madison Street, Chicago, IL
2013-11-17 02:25 36 M 5100 W. Maypole Avenue, Chicago, IL
2013-11-17 02:25 33 M 5100 W. Maypole Avenue, Chicago, IL
2013-11-16 21:50 29 M 5200 W. Congress Parkway, Chicago, IL
2013-10-30 18:10 47 F 5000 W. Van Buren, Chicago, IL
2013-12-08 03:50 22 M 109 N. Lorel Avenue, Chicago, IL
2014-02-09 02:55 33 M 542 N Lawler Ave, Chicago, IL 60644
2014-01-27 21:10 29 M 200 N. Lockwood Avenue, Chicago, IL
2014-03-15 20:02 27 M 330 S Cicero Ave, Chicago, IL 60644
2014-04-12 3:35 20 F 501 N Cicero Ave, Chicago, IL 60644
2014-05-03 5:05 33 M 5057 W Maypole Ave, Chicago, IL 60644
2014-02-13 21:30 30 M 312 N Central Ave, Chicago, IL 60644
2014-02-19 20:21 23 M 1010 N Massasoit Ave, Chicago, IL 60651
2014-05-10 1:15  M 200 S Lotus Ave, Chicago, IL 60644
2014-05-10 23:02 32 M 501 S Cicero Ave, Chicago, IL 60644
2014-04-26 2:05 17 M 5542 W North Ave, Chicago, IL 60639
2014-05-19 19:10 45 M 5515 W Corcoran Pl, Chicago, IL 60644
2014-05-26 21:31 31 M 5834 W Potomac Ave, Chicago, IL 60651
2014-05-26 00:57 25 M 5439 W Haddon Ave, Chicago, IL 60651
2014-06-01 00:33 22 F 501 N Lavergne Ave, Chicago, IL 60644
2014-06-01 00:33 19 F 501 N Lavergne Ave, Chicago, IL 60644
2014-06-04 16:58 26 M 4918 W West End Ave, Chicago, IL 60644
2014-06-13 14:53 36 M 4807 W Chicago Ave, Chicago, IL 60651
2014-05-26 15:18 33 M 5219 W Lake St, Chicago, IL 60644
2014-06-13 14:53 25 M 4807 W Chicago Ave, Chicago, IL 60651
2014-06-01 00:33 19 F 501 N Lavergne Ave, Chicago, IL 60644
2014-06-28 00:54 39 M 5049 W Madison St, Chicago, IL 60644
2014-07-05 3:00 33 M 723 N Lavergne Ave, Chicago, IL 60644
2014-07-06 18:28 21 M 5932 W North Ave, Chicago, IL 60639
2014-06-13 14:53 21 M 4807 W Chicago Ave, Chicago, IL 60651
2014-06-23 04:03 47 M 4840 W Concord Pl, Chicago, IL 60639
2014-07-19 3:00 30 M 35 N Latrobe Ave, Chicago, IL 60644
2014-07-18 23:20 25 M W Haddon Ave & N Long Ave, Chicago, IL 60651
2014-07-20 3:10 25 M 1200 N Central Ave, Chicago, IL 60651
2014-07-31 23:00 16 M W Iowa St & N Long Ave, Chicago, IL 60651
2014-08-16 1:45 27 M 1600 N Mason Ave, Chicago, IL 60639
2014-07-09 2:01   5515 W Corcoran Pl, Chicago, IL 60644
2014-08-16 1:45 19 F 1600 N Mason Ave, Chicago, IL 60639
2014-08-29 21:00 32 M 4600 W Van Buren St, Chicago, IL 60644
2014-08-18 23:30 27 M 802 S Central Ave, Chicago, IL 60644
2014-09-12 23:10 27 M 1700 N Mason Ave, Chicago, IL 60639
2014-09-22 20:20 22 M 300 S Lotus Ave, Chicago, IL 60644
2014-09-30 21:00 21 M 800 N Massasoit Ave, Chicago, IL 60651
2014-10-07 13:00 26 M 4900 W Division St, Chicago, IL 60651
2014-10-10 15:01 27 M 1500 N Lorel Ave, Chicago, IL 60651
2014-10-18 2:20 24 M 5100 W Madison St, Chicago, IL 60644
2014-10-19 2:30 34 M 1100 N Leclaire Ave, Chicago, IL 60651
2014-10-18 2:20 19 M 5100 W Madison St, Chicago, IL 60644
2014-10-24 23:55 23 M 5100 W Hirsch St, Chicago, IL 60651
2014-10-11 21:40 15 M 5600 W Lake St, Chicago, IL 60644
2014-10-31 19:10 41 M 5249 W Madison St, Chicago, IL 60644
2014-11-02 16:25 16 M W Le Moyne St & N Parkside Ave, Chicago, IL 60651
2014-11-01 2:15 37 F 5900 W Walton St, Chicago, IL 60651
2014-10-19 00:10 20 F 1100 S Menard Ave, Chicago, IL 60644
2014-11-10 17:59 21 M 5900 W Madison St, Chicago, IL 60644
2014-10-24 22:05 23 M 5500 W Corcoran Pl, Chicago, IL 60644
2014-11-08 5:50 40 M 4900 W Fulton St, Chicago, IL 60644
2014-11-25 16:45 18 M 1600 N Merrimac Ave, Chicago, IL 60639
2014-11-27 16:20 23 M 5000 W Division St, Chicago, IL 60651
2014-12-08 18:11 24 M 5440 W Madison St, Chicago, IL 60644
2014-12-17 22:58 29 M 4710 W Van Buren St, Chicago, IL 60644
2014-12-20 21:05 39 M 169 N Leclaire Ave, Chicago, IL 60644
2014-12-23 20:36 19 M 446 N Lawler Ave, Chicago, IL 60644
2014-12-23 5:00 18 M 1100 N Monitor Ave, Chicago, IL 60651
2014-12-15 16:30 24 M 933 N Lawler Ave, Chicago, IL 60651
2014-12-28 5:30 34 M 808 N Lockwood Ave, Chicago, IL 60651
2015-01-02 16:00 22 M 5500 W North Ave, Chicago, IL 60639
2015-02-09 11:10 33 M 299 S Lotus Ave, Chicago, IL 60644
2015-02-08 15:55 20 M 4600 W Harrison St, Chicago, IL 60644
2015-02-25 15:10 20 M 4630 W Maypole Ave, Chicago, IL 60644
2015-02-25 15:10 17 M 4630 W Maypole Ave, Chicago, IL 60644
2015-02-25 15:10 23 M 4630 W Maypole Ave, Chicago, IL 60644
2015-02-27 17:05 18 M 4800 W Wabansia Ave, Chicago, IL 60639
2015-03-07 4:19 38 M 4700 W Van Buren St, Chicago, IL 60644
2015-03-07 19:01 25 F 1800 N Merrimac Ave, Chicago, IL 60639
2015-03-09 18:30 21 M 5000 W Ohio St, Chicago, IL 60644
2015-03-14 19:13 19  4600 W Erie St, Chicago, IL 60644
2015-03-03 14:11 47 M 5400 W Madison St, Chicago, IL 60644
2015-03-15 14:34 18 M 5100 W Iowa St, Chicago, IL 60651
2015-03-15 16:30 23 M 5835 W North Ave, Chicago, IL 60639
2015-03-15 16:30 28 M 5835 W North Ave, Chicago, IL 60639
2015-03-18 19:44 16 M 4700 W Ohio St, Chicago, IL 60644
2015-03-19 2:08 30 M 119 S Cicero Ave, Chicago, IL 60644
2015-03-14 23:19 27 M 400 N Leamington Ave, Chicago, IL 60644
2015-03-24 22:30 John M 50 N Mason Ave, Chicago, IL 60644
2015-03-25 13:44 22 M 5500 W Washington Blvd, Chicago, IL 60644
2015-03-26 17:45 21 M 5227 W Quincy St, Chicago, IL 60644
2015-03-27 19:15 23 M 5300 W Jackson Blvd, Chicago, IL 60644
2015-04-05 2:45 19 M 300 N Latrobe Ave, Chicago, IL 60644
2015-03-21 17:45 17 M 1700 N McVicker Ave, Chicago, IL 60639
2015-04-12 2:40 21 M 5500 W Gladys Ave, Chicago, IL 60644
2015-04-12 2:40 22 M 5500 W Gladys Ave, Chicago, IL 60644
2015-04-13 18:57 23 M 5300 W Ohio St, Chicago, IL 60644
2015-03-27 22:00 18 M 800 N Lavergne Ave, Chicago, IL 60651
2015-04-14 21:20 17 M 6000 W Wabansia Ave, Chicago, IL 60639
2015-04-16 00:10 52 M 4700 W Maypole Ave, Chicago, IL 60644
2015-04-15 20:40 16 M 1600 N Austin Blvd, Chicago, IL 60639
2015-04-18 15:45 24 M 1400 N Massasoit Ave, Chicago, IL 60651
2015-04-19 19:35 32 M 4700 W Van Buren St, Chicago, IL 60644
2015-04-21 20:50 16 M 100 N Pine Ave, Chicago, IL 60644
2015-04-22 15:50 53 M 1500 N Lawler Ave, Chicago, IL 60651
2015-04-23 18:20 20 M 1200 N Parkside Ave, Chicago, IL 60651
2015-04-23 22:55 26 M 5700 W Ohio St, Chicago, IL 60644
2015-04-24 19:40 16 M 5300 W Chicago Ave, Chicago, IL 60651
2015-04-30 20:00 17 F 5300 W Ohio St, Chicago, IL 60644
2015-05-02 5:40 23 M 300 S Cicero Ave, Chicago, IL 60644
2015-05-03 18:00 16 M 5500 W Quincy St, Chicago, IL 60644
2015-04-29 18:15 12 M 5900 W North Ave, Chicago, IL 60639
2015-05-10 4:35 23 M 100 N Long Ave, Chicago, IL 60644
2015-05-11 22:05 22 M 1600 N Mayfield Ave, Chicago, IL 60639
2015-05-13 18:13 25 M 800 N Lavergne Ave, Chicago, IL 60651
2015-05-16 00:15 24 F 100 S Leamington Ave, Chicago, IL 60644
2015-05-16 00:15 38 M 100 S Leamington Ave, Chicago, IL 60644
2015-05-19 20:30 17 M 5500 W Fulton St, Chicago, IL 60644
2015-05-20 21:45 31 M 5200 W Adams St, Chicago, IL 60644
2015-05-22 1:45 20 M 4800 W Jackson Blvd, Chicago, IL 60644
2015-05-22 23:00 25 M N Menard Ave & W Erie St, Chicago, IL 60644
2015-05-23 12:45 24 M 15 N Laramie Ave, Chicago, IL 60644
2015-05-25 20:40 20 M 5600 W Division St, Chicago, IL 60651
2015-05-26 00:30 20 M 1400 N Lotus Ave, Chicago, IL 60651
2015-05-26 2:00 47 F 4800 W Madison St, Chicago, IL 60644
2015-05-25 19:50 17 M 4956 W Erie St, Chicago, IL 60644
2015-06-01 11:40 20 M 716 N Long Ave, Chicago, IL 60644
2015-06-01 11:40 28 M 716 N Long Ave, Chicago, IL 60644
2015-05-31 19:13 27 M 147 N Cicero Ave, Chicago, IL 60644
2015-06-06 3:00 33 F 18 N Lorel Ave, Chicago, IL 60644
2015-06-06 3:00 38 F 18 N Lorel Ave, Chicago, IL 60644
2015-06-06 3:00 37 F 18 N Lorel Ave, Chicago, IL 60644
2015-06-06 3:00 26 M 18 N Lorel Ave, Chicago, IL 60644
2015-06-06 3:00 23 M 18 N Lorel Ave, Chicago, IL 60644
2015-05-31 19:10 53 M 4938 W Lake St, Chicago, IL 60644
2015-06-07 3:50 19 M 1617 N Cicero Ave, Chicago, IL 60639
2015-06-07 3:50 19 M 1617 N Cicero Ave, Chicago, IL 60639
2015-06-09 16:32 19 M 5900 W Augusta Blvd, Chicago, IL 60651
2015-06-09 14:57 11 M 1840 N Monitor Ave, Chicago, IL 60639
2015-06-09 14:57 19 M 1840 N Monitor Ave, Chicago, IL 60639
2015-06-11 19:56 23 M 1018 N Lawler Ave, Chicago, IL 60651
2015-06-12 11:03 55 M 5128 W Thomas St, Chicago, IL 60651
2015-06-14 22:43 28 M 4958 W Chicago Ave, Chicago, IL 60651
2015-06-20 2:15 37 M 5705 W Bloomingdale Ave, Chicago, IL 60639
2015-06-21 21:59 28 M 5253 W Le Moyne St, Chicago, IL 60651
2015-06-21 22:33 27 M 4958 W Ferdinand St, Chicago, IL 60644
2015-06-22 00:20 27 M 5262 W Quincy St, Chicago, IL 60644
2015-06-14 18:00 30 M 50 S Lotus Ave, Chicago, IL 60644
2015-06-24 22:36 20 M 4666 W Washington Blvd, Chicago, IL 60644
2015-06-27 2:39 38 M 200 S Laramie Ave, Chicago, IL 60644
2015-06-27 22:09 28 M 700 N Lavergne Ave, Chicago, IL 60644
2015-06-28 20:54 40 M 5200 W Quincy St, Chicago, IL 60644
2015-06-15 16:18   4756 W Maypole Ave, Chicago, IL 60644
2015-06-12 20:51   5451 W Congress Pkwy, Chicago, IL 60644
2015-06-09 16:32 34 M 5900 W Augusta Blvd, Chicago, IL 60651
2015-07-01 1:34 32 M 300 S Kilpatrick Ave, Chicago, IL 60644
2015-06-21 10:00 27 M 155 N Parkside Ave, Chicago, IL 60644
2015-07-05 1:50 24 M 5800 W Bloomingdale Ave, Chicago, IL 60639
2015-07-05 3:35 25 M 5100 W Washington Blvd, Chicago, IL 60644
2015-07-05 3:35 29 M 5100 W Washington Blvd, Chicago, IL 60644
2015-07-05 3:35 31 M 5100 W Washington Blvd, Chicago, IL 60644
2015-07-05 3:35 24 M 5100 W Washington Blvd, Chicago, IL 60644
2015-07-05 3:45 25 M 400 N Cicero Ave, Chicago, IL 60644
2015-07-05 11:15 24 M 900 N Mayfield Ave, Chicago, IL 60651
2015-07-06 2:25 23 M 400 N Cicero Ave, Chicago, IL 60644
2015-07-06 21:55 35 M 5200 W Van Buren St, Chicago, IL 60644
2015-07-08 21:35 25 M 1600 N McVicker Ave, Chicago, IL 60639
2015-07-10 1:11 26 M 5100 W Madison St, Chicago, IL 60644
2015-07-11 00:09 22 M 5100 W Division St, Chicago, IL 60651
2015-07-11 3:15 24 M 210 S Laramie Ave, Chicago, IL 60644
2015-07-11 3:15 27 M 210 S Laramie Ave, Chicago, IL 60644
2015-07-11 3:00 25 M 1500 N Lockwood Ave, Chicago, IL 60651
2015-07-12 22:10 17 F 4800 W Potomac Ave, Chicago, IL 60651
2015-06-29 17:18   100 N Long Ave, Chicago, IL 60644
2000-04-11  36 M 1300 N Massasoit Ave, Chicago, IL 60651
2015-07-15 23:58 23 M 1304 N Lockwood Ave, Chicago, IL 60651
2015-07-19 22:36 20 M 6100 W Bloomingdale Ave, Chicago, IL 60639
2015-07-11 3:15 26 M 210 S Laramie Ave, Chicago, IL 60644
2015-07-25 00:50 32 M 4951 W Hubbard St, Chicago, IL 60644
2015-07-28 20:58 21 M 300 S Cicero Ave, Chicago, IL 60644
2015-07-28 20:58 26 M 300 S Cicero Ave, Chicago, IL 60644
2015-08-01 1:29 29 M 5138 W Division St, Chicago, IL 60651
2015-08-01 14:35 18 M 430 N Lawler Ave, Chicago, IL 60644
2015-08-01 21:56 25 F 5242 W Adams St, Chicago, IL 60644
2015-08-02 1:03 22 M 4821 W Kamerling Ave, Chicago, IL 60651
2015-08-02 1:03 20 M 4821 W Kamerling Ave, Chicago, IL 60651
2015-08-02 1:03 24 M 4821 W Kamerling Ave, Chicago, IL 60651
2015-08-02 1:03 19 F 4821 W Kamerling Ave, Chicago, IL 60651
2015-08-04 00:40 37 M 407 N Leclaire Ave, Chicago, IL 60644
2015-08-05 23:20 27 M 1146 N Central Ave, Chicago, IL 60651
2015-08-07 1:03 24 M 5830 W Washington Blvd, Chicago, IL 60644
2015-06-14 18:22 36 M 950 N Lorel Ave, Chicago, IL 60651
2015-06-14 18:22 31 M 950 N Lorel Ave, Chicago, IL 60651
2015-06-14 18:22 31 M 950 N Lorel Ave, Chicago, IL 60651
2015-08-07 22:00 34 M 4820 W Superior St, Chicago, IL 60644
2015-08-08 22:40 35 M 324 N Cicero Ave, Chicago, IL 60644
2015-08-09 00:40 20 M 4858 W Walton St, Chicago, IL 60651
2015-08-02 1:03 22 M 4821 W Kamerling Ave, Chicago, IL 60651
2015-08-10 21:16 23 M 35 N Leclaire Ave, Chicago, IL 60644
2015-08-14 22:42 29 M 5954 W Huron St, Chicago, IL 60644
2015-08-15 10:50 17 M 4801 W Huron St, Chicago, IL 60644
2015-08-16 3:00 29 M 5423 W Division St, Chicago, IL 60651
2015-08-16 3:00 33 M 5423 W Division St, Chicago, IL 60651
2015-08-16 3:00 26 M 5423 W Division St, Chicago, IL 60651
2015-08-16 3:00 25 F 5423 W Division St, Chicago, IL 60651
2015-08-16 5:11 32 M 4811 W Van Buren St, Chicago, IL 60644
2015-08-16 5:11 27 M 4811 W Van Buren St, Chicago, IL 60644
2015-07-15 19:50 21 M 4940 W Hubbard St, Chicago, IL 60644
2015-08-20 14:18 25 M 4955 W Crystal St, Chicago, IL 60651
2015-08-20 23:44 19 M 4810 W Jackson Blvd, Chicago, IL 60644
2015-08-21 2:08 25 M 358 N Cicero Ave, Chicago, IL 60644
2015-08-21 2:08 20 M 358 N Cicero Ave, Chicago, IL 60644
2015-08-21 22:32 38 M 225 N Lockwood Ave, Chicago, IL 60644
2015-08-22 23:14 19 M 5051 W Hirsch St, Chicago, IL 60651
2015-08-23 01:45 24 M 900 N Long Ave, Chicago, IL 60651
2015-08-23 20:35 42 M 1004 N Lamon Ave, Chicago, IL 60651
2015-08-24 18:00 42 M 1150 N Cicero Ave, Chicago, IL 60651
2015-08-24 18:00 26 F 1150 N Cicero Ave, Chicago, IL 60651
2015-08-16 5:11 24 M 4811 W Van Buren St, Chicago, IL 60644
2015-08-27 22:25 19 M 1504 N Linder Ave, Chicago, IL 60651
2015-08-27 22:25 20 M 1504 N Linder Ave, Chicago, IL 60651
2015-08-24 18:00 24 M 1150 N Cicero Ave, Chicago, IL 60651
2015-08-21 2:08 21 F 358 N Cicero Ave, Chicago, IL 60644
2015-09-01 20:10 23 M 345 N Central Ave, Chicago, IL 60644
2015-09-02 00:31 21 M 146 N Central Ave, Chicago, IL 60644
2015-09-02 23:35 23 M 716 N Long Ave, Chicago, IL 60644
2015-09-04 20:39 20 M 1459 N Linder Ave, Chicago, IL 60651
2015-09-06 3:30 29 F 109 N Latrobe Ave, Chicago, IL 60644
2015-08-31 21:35 25 M 426 N Lawler Ave, Chicago, IL 60644
2015-09-01 20:41   1749 N Melvina Ave, Chicago, IL 60639
2015-09-02 13:56   340 N Latrobe Ave, Chicago, IL 60644
2015-09-14 19:55 16 M 165 N Laporte Ave, Chicago, IL 60644
2015-09-14 22:16 18 M 5448 W Adams St, Chicago, IL 60644
2015-09-20 18:45 22 M 5600 W Chicago Ave, Chicago, IL 60651
2015-10-08 13:18 23 M 4800 W Iowa St, Chicago, IL 60651
2015-10-08 13:29 25 M 5100 W Division St, Chicago, IL 60651
2015-12-01 17:30 17 M 5100 W Madison St, Chicago, IL 60644
2015-12-14 21:40 43 M 5000 W Chicago Ave, Chicago, IL 60651
2015-12-15 19:10 16 M 900 N Long Ave, Chicago, IL 60651
2015-09-04 23:21 33 M 1656 N Mayfield Ave, Chicago, IL 60639
2015-09-04 23:21 28 M 1656 N Mayfield Ave, Chicago, IL 60639
2015-09-04 23:21 31 M 1656 N Mayfield Ave, Chicago, IL 60639
2015-09-06 3:30 24 F 109 N Latrobe Ave, Chicago, IL 60644
2015-09-06 3:30 30 M 109 N Latrobe Ave, Chicago, IL 60644
2015-09-07 23:56 18 M 1545 N Lorel Ave, Chicago, IL 60651
2015-09-12 3:00 27 M 100 N Central Ave, Chicago, IL 60644
2015-09-18 23:05 18 M 5952 W Augusta Blvd, Chicago, IL 60651
2015-09-18 22:57 38 M 421 S Central Ave, Chicago, IL 60644
2015-09-18 22:57 41 M 421 S Central Ave, Chicago, IL 60644
2015-09-20 23:50 26 M 4700 W Washington Blvd, Chicago, IL 60644
2015-09-20 20:22 37 M 1607 N Central Ave, Chicago, IL 60639
2015-09-21 18:16 23 M 5522 W Potomac Ave, Chicago, IL 60651
2015-09-22 16:38 20 M 5053 W Le Moyne St, Chicago, IL 60651
2015-09-22 20:49 28 F 5906 W Madison St, Chicago, IL 60644
2015-09-26 2:01 33 M 4824 W Augusta Blvd, Chicago, IL 60651
2015-09-26 2:01 29 M 4824 W Augusta Blvd, Chicago, IL 60651
2015-09-26 5:45 35 M 4758 W Jackson Blvd, Chicago, IL 60644
2015-09-27 23:15 21 M 5006 W Division St, Chicago, IL 60651
2015-09-29 18:40 18 M 5000 W Crystal St, Chicago, IL 60651
2015-09-18 22:57 30 M 421 S Central Ave, Chicago, IL 60644
2015-09-30 20:10 15 M 5000 W Division St, Chicago, IL 60651
2015-09-30 20:10 18 M 5000 W Division St, Chicago, IL 60651
2015-10-01 15:45 56 M 1400 N Lorel Ave, Chicago, IL 60651
2015-10-02 00:30 19 M 4800 W Madison St, Chicago, IL 60644
2015-09-17 20:43 28 M 224 S Laramie Ave, Chicago, IL 60644
2015-09-20 1:35 33 M 5332 W Congress Pkwy, Chicago, IL 60644
2015-09-23 15:45 17 M 1304 N Mayfield Ave, Chicago, IL 60651
2015-10-08 20:30 50 M 5900 W Chicago Ave, Chicago, IL 60651
2015-10-09 7:30 22 M 1100 N Leamington Ave, Chicago, IL 60651
2015-10-11 5:00 31 M 5100 W Chicago Ave, Chicago, IL 60651
2015-10-11 19:40 22 M 200 N Laramie Ave, Chicago, IL 60644
2015-10-17 4:56 23 M 300 N Cicero Ave, Chicago, IL 60644
2015-10-19 21:25 20 M 300 S Cicero Ave, Chicago, IL 60644
2015-10-08 20:30 36 M 5906 W Chicago Ave, Chicago, IL 60651
2015-10-22 21:18 21 M 1000 N Lavergne Ave, Chicago, IL 60651
2015-10-24 2:45 40 M 100 N Waller Ave, Chicago, IL 60644
2015-10-23 20:45 43 M 5319 W North Ave, Chicago, IL 60639
2015-10-24 22:20 28 M 900 N Leclaire Ave, Chicago, IL 60651
2015-10-25 20:46 24 F 5800 W Superior St, Chicago, IL 60644
2015-10-09 12:43 15 M 4927 W Congress Pkwy, Chicago, IL 60644
2015-10-10 3:20 33 M 1100 N Lawler Ave, Chicago, IL 60651
2015-10-31 3:20 15 F 600 N Lockwood Ave, Chicago, IL 60644
2015-11-01 20:50 26 M 5400 W Van Buren St, Chicago, IL 60644
2015-10-30 4:55 44 M 5400 W Adams St, Chicago, IL 60644
2015-10-20 12:11 16 M 4900 W Monroe St, Chicago, IL 60644
2015-10-23 9:06 26 M 5000 W Le Moyne St, Chicago, IL 60651
2015-11-02 19:10 24 M 600 N Leamington Ave, Chicago, IL 60644
2015-10-26 1:30 29 M 4803 W Madison St, Chicago, IL 60644
2015-11-05 8:27 15 M 900 N Latrobe Ave, Chicago, IL 60651
2015-11-09 16:36 21 M 5000 W Crystal St, Chicago, IL 60651
2015-11-10 15:35 21 M 4900 W Rice St, Chicago, IL 60651
2015-11-10 15:35 23 M 4900 W Rice St, Chicago, IL 60651
2015-11-10 15:35 39 M 4900 W Rice St, Chicago, IL 60651
2015-11-10 18:15 26 M 200 N Laramie Ave, Chicago, IL 60644
2014-08-24 14:54 14 M 1122 N Leclaire Ave, Chicago, IL 60651
2015-11-18 14:55 24 M 5700 W Augusta Blvd, Chicago, IL 60651
2015-11-19 9:30 22 M 5700 W Augusta Blvd, Chicago, IL 60651
2015-11-19 22:35 35 M 4800 W Monroe St, Chicago, IL 60644
2015-11-20 13:00 23 M 800 N Central Ave, Chicago, IL 60651
2015-11-25 15:32 23 M 4900 W Erie St, Chicago, IL 60644
2015-11-28 01:30 20 M 1200 N Central Ave, Chicago, IL 60651
2015-11-29 18:30 23 M 1300 N Mayfield Ave, Chicago, IL 60651
2015-12-03 12:50 33 M 100 S Central Ave, Chicago, IL 60644
2015-12-03 14:55 37 M 5500 W Madison St, Chicago, IL 60644
2015-12-03 14:55 41 M 5500 W Madison St, Chicago, IL 60644
2015-12-03 23:58 19 M 5600 W Division St, Chicago, IL 60651
2015-12-08 08:00 28 M 300 S Cicero Ave, Chicago, IL 60644
2015-12-13 00:05 33 M 500 S Cicero Ave, Chicago, IL 60644
2015-12-13 12:56 22 M 5600 W Madison St, Chicago, IL 60644
2015-12-13 16:10 24 M 5100 W Concord Pl, Chicago, IL 60639
2015-12-16 15:35 33 M 5000 W Huron St, Chicago, IL 60644
2015-12-16 21:55 7 M 1000 N Leamington Ave, Chicago, IL 60651
2015-12-18 21:00 25 M 4800 W Walton St, Chicago, IL 60651
2015-12-19 04:50 35 M 5400 W Gladys Ave, Chicago, IL 60644
2015-12-23 13:45 33 M 1105 N Leclaire Ave, Chicago, IL 60651
2015-12-23 13:45 55 F 1105 N Leclaire Ave, Chicago, IL 60651
2015-12-23 18:15 39 M 1001 N Lamon Ave, Chicago, IL 60651
2015-12-25 12:40 23 M 5800 W Wabansia Ave, Chicago, IL 60639
2015-12-25 19:30 37 M 1600 N Leclaire Ave, Chicago, IL 60639
2015-12-25 22:40 19 F 4800 W Lake St, Chicago, IL 60644
2015-12-25 08:30 22 M 5500 W Monroe St, Chicago, IL 60644
2015-12-26 18:15 16 M 5200 W Adams St, Chicago, IL 60644
2015-12-31 15:10 24 M 1000 N Lorel Ave, Chicago, IL 60651
2015-12-31 15:10 26 F 1000 N Lorel Ave, Chicago, IL 60651
2016-01-02 04:50 28 M 500 S Lavergne Ave, Chicago, IL 60644
2016-01-02 04:50 34 M 500 S Lavergne Ave, Chicago, IL 60644
2016-01-02 06:30 21 F 300 S Cicero Ave, Chicago, IL 60644
2016-01-02 08:25 29 M 5400 W Quincy St, Chicago, IL 60644
2016-01-03 19:00 19 M 900 N Lavergne Ave, Chicago, IL 60651
2016-01-04 13:35 24 M 5400 W Harrison St, Chicago, IL 60644
2016-01-05 16:50 20 M 300 N Central Ave, Chicago, IL 60644
2016-01-05 17:30 17 M 1600 N McVicker Ave, Chicago, IL 60639
2016-01-04 8:20 21 M 5558 W Corcoran Pl, Chicago, IL 60644
2016-01-09 2:10 23 M 5500 W Congress Pkwy, Chicago, IL 60644
2016-01-09 2:10 28 M 5500 W Congress Pkwy, Chicago, IL 60644
2016-01-10 18:35 19 M 4700 W Erie St, Chicago, IL 60644
2016-01-08 10:20 18 M 1100 N Central Ave, Chicago, IL 60651
2016-01-11 21:20 21 M 700 N Lavergne Ave, Chicago, IL 60644
2016-01-16 02:30 29 F 4600 W Maypole Ave, Chicago, IL 60644
2016-01-16 19:25 53 F 1400 N Central Ave, Chicago, IL 60651
2016-01-16 19:25 22 M 1400 N Central Ave, Chicago, IL 60651
2016-01-16 19:25 24 M 1400 N Central Ave, Chicago, IL 60651
2016-01-16 20:55 25 F 5200 W Congress Pkwy, Chicago, IL 60644
2016-01-19 17:40 46 M 4800 W North Ave, Chicago, IL 60639
2016-01-21 22:10 20 M 1735 N Menard Ave, Chicago, IL 60639
2016-01-22 18:45 30 M 200 S Lotus Ave, Chicago, IL 60644
2016-01-23 1:35 25 M 5200 W Congress Pkwy, Chicago, IL 60644
2016-01-23 3:30 37 F 300 N Cicero Ave, Chicago, IL 60644
2016-01-23 6:00 26 M 5000 W Harrison St, Chicago, IL 60644
2016-01-23 13:33 39 M 5500 W Harrison St, Chicago, IL 60644
2016-01-21 19:20 23 M 4659 W Huron St, Chicago, IL 60644
2016-01-26 16:00 33 M 0-100 S Leamington Ave, Chicago, IL
2016-01-29 18:20 20 M 5100 W Division St, Chicago, IL 60651
2016-01-31 05:25 25 M 5000 W Monroe St, Chicago, IL 60644
2016-01-31 02:30 20 M 400 N Lavergne Ave, Chicago, IL 60644
2016-01-31 20:25 25 M 1500 N Menard Ave, Chicago, IL 60651
2016-02-01 00:30 42 M 500 S Cicero Ave, Chicago, IL 60644
2016-02-01 11:35 24 M 4800 W Adams St, Chicago, IL 60644
2016-02-01 20:45 45 M 1 S Mason Ave, Chicago, IL 60644
2016-02-01 20:45 45 M 1 S Mason Ave, Chicago, IL 60644
2016-02-03 8:17 16 M 453 N Lavergne Ave, Chicago, IL 60644
2016-02-04 19:40 20 M 5900 W Le Moyne St, Chicago, IL 60651
2016-02-06 16:20 16 M 4800 W Monroe St, Chicago, IL 60644
2016-02-11 02:35 26 M 200 S Lockwood Ave, Chicago, IL 60644
2016-02-13 2:10 24 M 500 S Lavergne Ave, Chicago, IL 60644
2016-02-13 5:25 27 F 354 S Cicero Ave, Chicago, IL 60644
2016-02-16 09:05 21 M 4958 W Division St, Chicago, IL 60651
2016-02-16 21:25 26 M 300 S Laramie Ave, Chicago, IL 60644
2016-02-18 8:40 28 M 1019 N Lavergne Ave, Chicago, IL 60651
2016-02-19 16:52 24 M 4600 W Monroe St, Chicago, IL 60644
2016-02-23 20:20 17 M 4700 W Erie St, Chicago, IL 60644
2016-02-24 18:25 34 M 400 S Kilpatrick Ave, Chicago, IL 60644
2016-02-24 18:12 16 M 705 N Lorel Ave, Chicago, IL 60644
2016-02-27 21:20 17 M 5000 W Thomas St, Chicago, IL 60651
2016-02-29 22:30 18 M 1500 N Leclaire Ave, Chicago, IL 60651
2016-03-01 14:45 19 M 300 N Pine Ave, Chicago, IL 60644
2016-03-02 13:55 22 M 300 N Central Ave, Chicago, IL 60644
2016-03-02 10:40 30 M 600 S Cicero Ave, Chicago, IL 60644
2016-03-06  31 M 759 N Cicero Ave, Chicago, IL 60644
2016-03-07 21:40 18 M 5500 W Congress Pkwy, Chicago, IL 60644
2016-03-10 00:25 22 M 5100 W Chicago Ave, Chicago, IL 60651
2016-03-12 17:54 21 M 1200 N Lockwood Ave, Chicago, IL 60651
2016-03-10 4:50 27 M 4601 W Monroe St, Chicago, IL 60644
2016-03-11 17:45 20 M 828 N Latrobe Ave, Chicago, IL 60651
2016-03-18 22:15 43 M 800 N Lockwood Ave, Chicago, IL 60651
2016-03-18 22:15 47 M 800 N Lockwood Ave, Chicago, IL 60651
2016-03-18 21:00 18 M 4600 W Jackson Blvd, Chicago, IL 60624
2016-03-19 15:23 32 M 900 N Central Ave, Chicago, IL 60651
2016-03-19 15:23 23 F 900 N Central Ave, Chicago, IL 60651

Let's do something similar with homicides. It's exactly the same, in fact, but a few field names are different.





In [89]:



    


homicides_ca = []
years = {}

for row in homicides:
    if not row['Geocode Override']:
        continue
    points = row['Geocode Override'][1:-1].split(',')
    if len(points) != 2:
        continue
    point = Point(float(points[1]), float(points[0]))
    row['point'] = point
    if poly.contains(point):
        homicides_ca.append(row)

print 'Found %d homicides in this community area' % len(homicides_ca)
for f in homicides_ca:
    print f['Occ Date'], f['Occ Time'],  f['Age'], f['Sex'], f['Address of Occurrence']
    if not f['Occ Date']:
        continue
    dt = datetime.strptime(f['Occ Date'], '%Y-%m-%d')
    if dt.year not in years:
        years[dt.year] = 0
    years[dt.year] += 1
print years



    


















    






Found 134 homicides in this community area
2013-02-24 07:30 31 M 124 S. Cicero Avenue, Chicago, IL
2013-01-18 21:10 21 M 5500 W. North Avenue, Chicago, IL
2013-02-11 23:20 22 M 5046 W. Ohio Street, Chicago, IL
2015-10-19 19:25 20 M W Jackson Blvd & S Cicero Ave, Chicago, IL 60644
2015-10-26 1:30 29 M 4803 W Madison St, Chicago, IL 60644
2013-04-19 19:45 37 M 1106 N. Menard Avenue, Chicago, IL
2013-05-17 20:05 40 M 225 N. Mayfield Avenue, Chicago, IL
2013-05-18 03:55 27 M 4821 W. Iowa Street, Chicago, IL
2014-05-16 4:46 38 M 5152 W Concord Pl, Chicago, IL 60639
2014-08-18 23:35 27 M 802 S Central Ave, Chicago, IL 60644
2014-08-24 2:00 33 M 5029 W Potomac Ave, Chicago, IL 60651
2015-09-17 20:40 28 M 224 S Laramie Ave, Chicago, IL 60644
2015-09-18 22:55 30 M 431 S Central Ave, Chicago, IL 60644
2015-10-09 12:43 15 M 4927 W Congress Pkwy, Chicago, IL 60644
2015-10-23 20:45 43 M 5319 W North Ave, Chicago, IL 60639
2016-03-10 4:50 37 M 4601 W Monroe St, Chicago, IL 60644
2013-09-27 01:20 45 F 1144 N. Mayfield Avenue, Chicago, IL
2013-07-12 11:15 8 F 5238 W. Adams Street, Chicago, IL
2013-05-24 23:30 17 M 425 N. Central Avenue, Chicago, IL
2013-06-09 17:50 30 M 5200 W. Quincy Street, Chicago, IL
2013-07-03 00:45 14 M 5033 W. North Avenue, Chicago, IL
2013-08-17 23:30 18 M 9 S. Parkside Avenue, Chicago, IL
2013-10-04 19:50 36 M 425 S. Central Avenue, Chicago, IL
2013-10-13 02:05 29 M 300 S. Cicero Avenue, Chicago, IL
2013-12-27 03:50 36 M 5959 W. Midway Park, Chicago, IL
2014-02-13 21:30 30 M 312 N Central Ave, Chicago, IL 60644
2014-02-20 22:40 23 M 6 S Mason Ave, Chicago, IL 60644
2014-04-18 23:15 20 M 5246 W Congress Pkwy, Chicago, IL 60644
2014-05-04 3:15 23 M 404 N Leclaire Ave, Chicago, IL 60644
2014-02-22 19:40 32 M 213 N Latrobe Ave, Chicago, IL 60644
2014-04-26 2:05 17 M 5542 W North Ave, Chicago, IL 60639
2014-04-26  20 M 32 S Central Ave, Chicago, IL 60644
2014-05-17 16:26 32 M 238 N Pine Ave, Chicago, IL 60644
2014-06-04 16:59 18 M 4900 W West End Ave, Chicago, IL 60644
2014-06-23 4:03 46 M 4840 W Concord Pl, Chicago, IL 60639
2014-06-26 13:36 56 M 160 N Leamington Ave, Chicago, IL 60644
2013-10-28 21:45 48 M 5305 W. Adams Street, Chicago, IL
2014-01-17 17:20 21 M 4930 W. Huron Street, Chicago, IL
2014-07-19 3:41 30 M 44 N Laramie Ave, Chicago, IL 60644
2014-07-19 17:59 21 M 926 N Mayfield Ave, Chicago, IL 60651
2014-07-11 19:58 32 M 5215 W Quincy St, Chicago, IL 60644
2014-09-09 21:55 41 F 5545 W Gladys Ave, Chicago, IL 60644
2014-10-29 14:40 41 M 44 N Lorel Ave, Chicago, IL 60644
2014-10-31 19:10 41 M 5249 W Madison St, Chicago, IL 60644
2014-10-24 22:05  M 5515 W Corcoran Pl, Chicago, IL 60644
2014-12-03 21:30 17 M 608 N Mayfield Ave, Chicago, IL 60644
2014-12-23 22:50 38 M 1124 N Leclaire Ave, Chicago, IL 60651
2014-12-28 5:30 25 M 808 N Lockwood Ave, Chicago, IL 60651
2015-01-03 1:30 39 M 5017 W Superior St, Chicago, IL 60644
2015-02-09 11:10 33 M 299 S Lotus Ave, Chicago, IL 60644
2015-02-09 22:00 37 M 5135 W Crystal St, Chicago, IL 60651
2013-06-14 23:00 24 M 5500 W. Quincy Street, Chicago, IL
2013-08-08 21:30 23 M 1144 N. Waller Avenue, Chicago, IL
2014-10-16 20:30 30 M 5121 W Fulton St, Chicago, IL 60644
2015-02-25 15:10 20 M 4630 W Maypole Ave, Chicago, IL 60644
2015-03-15 16:30 23 M 5835 W North Ave, Chicago, IL 60639
2015-03-15 16:30 28 M 5835 W North Ave, Chicago, IL 60639
2015-03-19 2:08 30 M 119 S Cicero Ave, Chicago, IL 60644
2015-03-26 17:45 21 M 5227 W Quincy St, Chicago, IL 60644
2014-03-18 9:15 32 M 5087 W Gladys Ave, Chicago, IL 60644
2013-12-19 17:10 33 M 5613 W. Chicago Avenue, Chicago, IL
2015-05-23 12:45 24 M 15 N Laramie Ave, Chicago, IL 60644
2015-05-25 19:50 17 M 4956 W Erie St, Chicago, IL 60644
2015-05-31 19:10 53 M 4938 W Lake St, Chicago, IL 60644
2015-07-15 23:58 23 M 1304 N Lockwood Ave, Chicago, IL 60651
2015-07-15 19:50 21 M 4940 W Hubbard St, Chicago, IL 60644
2015-08-02 1:03 22 M 4821 W Kamerling Ave, Chicago, IL 60651
2015-08-31 21:35 25 M 426 N Lawler Ave, Chicago, IL 60644
2015-09-02 23:35 23 M 714 N Long Ave, Chicago, IL 60644
2015-09-04 23:20 31 M 1656 N Mayfield Ave, Chicago, IL 60639
2015-11-22 19:35 35 M 5400 W Race Ave, Chicago, IL 60644
2015-12-20 16:00 24 M 5461 W Hirsch St, Chicago, IL 60651
2015-12-23 18:15 39  1001 N Lamon Ave, Chicago, IL 60651
2016-01-11 21:20 21 M 716 N Lavergne Ave, Chicago, IL 60644
2016-02-04 19:40 18 M 5900 W Le Moyne St, Chicago, IL 60651
2016-02-13 5:25 27 F 354 S Cicero Ave, Chicago, IL 60644
2016-02-16 09:00 21 M 4958 W Division St, Chicago, IL 60651
2016-02-24 18:12 16 M 705 N Lorel Ave, Chicago, IL 60644
2016-02-24 18:24 23 M 402 S Kilpatrick Ave, Chicago, IL 60644
2016-03-02 13:55 22 M 338 N Central Ave, Chicago, IL 60644
 17:45 20 M 800 N Latrobe Ave, Chicago, IL 60651
2013-12-14  26 M 312 N. Central Avenue, Chicago, IL
2013-06-02 10:17 24 M 5700 W. Bloomingdale Avenue, Chicago, IL
2013-06-11 22:00 35 M 900 N. Long Avenue, Chicago, IL
2013-12-08 01:35 26 M 5600 W. Bloomingdale Avenue, Chicago, IL
2013-07-12 04:30 24 M 703 N. Central Avenue, Chicago, IL
2014-05-26 00:57 25 M 5439 W Haddon Ave, Chicago, IL 60651
2014-06-07 21:25 33 M 4643 W Jackson Blvd, Chicago, IL 60644
2014-05-26 15:18 33 M 5219 W Lake St, Chicago, IL 60644
2014-12-21 16:55 45 M 5231 W Washington Blvd, Chicago, IL 60644
2013-01-04 19:00 33 M 4802 W. Gladys Avenue, Chicago, IL
2013-01-14 04:30 28 M 5201 W. Jackson Boulevard, Chicago, IL
2013-02-23 17:45 32 M 4816 W. Ferdinand Street, Chicago, IL
2013-05-19 02:10 53 M 320 S. Cicero Avenue, Chicago, IL
2013-07-23 22:20 29 M 5608 W. Washington Boulevard, Chicago, IL
2013-07-02 21:40 19 F 1303 N. Lamon Avenue, Chicago, IL
2013-11-17 02:30 37 F 1109 S. Mason Avenue, Chicago, IL
2014-06-01 00:33 17 M 523 N Lavergne Ave, Chicago, IL 60644
2014-06-12 20:56 22 M 5759 W Augusta Blvd, Chicago, IL 60651
2014-07-06 17:40 21 M 5235 W Lake St, Chicago, IL 60644
2014-11-21 23:30 24 M 235 N Mason Ave, Chicago, IL 60644
2014-12-23 20:36 19 M 446 N Lawler Ave, Chicago, IL 60644
2015-04-30 3:44 27 M 4848 W Lake St, Chicago, IL 60644
2015-05-10 10:40 38 F 5222 W Thomas St, Chicago, IL 60651
2015-05-31 19:13 27 M 147 N Cicero Ave, Chicago, IL 60644
2015-06-07 3:50 19 M 1617 N Cicero Ave, Chicago, IL 60639
2015-06-07 3:50 19 M 1617 N Cicero Ave, Chicago, IL 60639
2015-06-12 11:02 55 M 5128 W Thomas St, Chicago, IL 60651
2015-06-21 10:00 27 M 155 N Parkside Ave, Chicago, IL 60644
2000-04-11  36 M 1300 N Massasoit Ave, Chicago, IL 60651
2015-07-11 3:15 26 M 210 S Laramie Ave, Chicago, IL 60644
2015-07-25 00:50 32 M 4951 W Hubbard St, Chicago, IL 60644
2015-08-05 23:20 27 M 1146 N Central Ave, Chicago, IL 60651
2015-06-14 18:20 31 M 950 N Lorel Ave, Chicago, IL 60651
2015-08-21 2:08 20 F 358 N Cicero Ave, Chicago, IL 60644
2015-08-23 20:35 42 M 1004 N Lamon Ave, Chicago, IL 60651
2015-08-24 18:00 24 M 1150 N Cicero Ave, Chicago, IL 60651
2015-09-20 20:22 37 M 1607 N Central Ave, Chicago, IL 60639
2015-09-21 18:16 23 M 5522 W Potomac Ave, Chicago, IL 60651
2015-10-08 20:30 36 M 5906 W Chicago Ave, Chicago, IL 60651
2015-11-11 6:30 42 M 857 N Central Ave, Chicago, IL 60651
2014-08-24 14:54 14 M 1122 N Leclaire Ave, Chicago, IL 60651
2015-10-10 3:20 33 M 1100 N Lawler Ave, Chicago, IL 60651
2015-12-08 8:00 28 M 4804 W Gladys Ave, Chicago, IL 60644
2015-12-16 05:40 24 M 1752 N Luna Ave, Chicago, IL 60639 
2015-12-23 13:45 33 M 1105 N Leclaire Ave, Chicago, IL 60651
2016-01-21 19:20 23 M 4659 W Huron St, Chicago, IL 60644
2016-01-04 08:20 21 M 5558 W Corcoran Pl, Chicago, IL 60644
2016-02-03 8:05 16 M 453 N Lavergne Ave, Chicago, IL 60644
2016-02-18 8:40 28 M 1019 N Lavergne Ave, Chicago, IL 60651
2016-01-21 22:10 20 M 1735 N Menard Ave, Chicago, IL 60639
2016-01-26 16:00 33 M 17 S. Leamington Avenue
2016-02-13 23:15 39 M 5400 W Kamerling Ave, Chicago, IL 60651
2016-03-11 17:45 20 M 828 N Latrobe Ave, Chicago, IL 60651
{2016: 16, 2000: 1, 2013: 31, 2014: 37, 2015: 48}

Now let's see how many homicides we can associate with shootings. We'll say that if the locations are within five meters and the date and time of the shooting is within 10 minutes of the homicide, they're the same incident.





In [12]:



    


import pyproj
from datetime import datetime, timedelta

geod = pyproj.Geod(ellps='WGS84')
associated = []

for homicide in homicides_ca:
    if not homicide['Occ Time']:
        homicide['Occ Time'] = '00:01'
    if not homicide['Occ Date']:
        homicide['Occ Date'] = '2000-01-01'
    homicide_dt = datetime.strptime('%s %s' % (homicide['Occ Date'], homicide['Occ Time']), '%Y-%m-%d %H:%M')
    for shooting in shootings_ca:
        if not shooting['Time']:
            shooting['Time'] = '00:01'
        if not shooting['Time']:
            shooting['Time'] = '2000-01-01'
        shooting_dt = datetime.strptime('%s %s' % (shooting['Date'], shooting['Time']), '%Y-%m-%d %H:%M')
        diff = homicide_dt - shooting_dt
        seconds = divmod(diff.days * 86400 + diff.seconds, 60)[0]
        if abs(seconds) <= 600:
            angle1, angle2, distance = geod.inv(
                homicide['point'].x, homicide['point'].y, shooting['point'].x, shooting['point'].y)
            if distance < 5:
                associated.append((homicide, shooting))
                break
print len(associated)



    


















    






88

















In [20]:



    


years = {}

for homicide in homicides:
    if not homicide['Occ Date']:
        continue
    dt = datetime.strptime(homicide['Occ Date'], '%Y-%m-%d')
    if dt.year not in years:
        years[dt.year] = 0
    years[dt.year] += 1

print years



    


















    






{2016: 128, 1988: 1, 1992: 1, 1993: 1, 2000: 1, 2003: 1, 2004: 1, 2009: 2, 2010: 1, 2011: 1, 2012: 3, 2013: 443, 2014: 443, 2015: 488}

















In [91]:



    


from csv import DictWriter
from ftfy import fix_text, guess_bytes

for idx, row in enumerate(shootings_ca):
    if 'point' in row.keys():
        del row['point']
    for key in row:
        #print idx, key, row[key]
        if type(row[key]) is str:
            #print row[key]
            row[key] = fix_text(row[key].replace('\xa0', '').decode('utf8'))

for idx, row in enumerate(homicides_ca):
    if 'point' in row.keys():
        del row['point']
    for key in row:
        #print idx, key, row[key]
        if type(row[key]) is str:
            #print row[key]
            row[key] = row[key].decode('utf8')


with open('/Users/abrahamepton/Documents/austin_shootings.csv', 'w+') as fh:
    writer = DictWriter(fh, sorted(shootings_ca[0].keys()))
    writer.writeheader()
    for row in shootings_ca:
        try:
            writer.writerow(row)
        except:
            print row

with open('/Users/abrahamepton/Documents/austin_homicides.csv', 'w+') as fh:
    writer = DictWriter(fh, sorted(homicides_ca[0].keys()))
    writer.writeheader()
    for row in homicides_ca:
        try:
            writer.writerow(row)
        except:
            print row



    











In [ ]:

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