``````

In [8]:

import csv
import numpy as np
from scipy.spatial import distance
from sklearn.cluster import DBSCAN, KMeans

``````
``````

In [19]:

def clusters_to_csv(labels, types, coords):
'''
Helper function to turn scikit-learn clusters into abbreviated CSVs
'''
for k in set(labels):
class_members = [index[0] for index in np.argwhere(labels == k)]
for index in class_members:
print '%s,%s,%s' % (int(k), types[index], '{0},{1}'.format(*coords[index]))

``````

## Preparing the data

After we import our CSV of crime data, we need to do a couple things to get it ready for clustering: extracting the coordinate pairs that we want to cluster, and pulling together some simple labels so we know which indcident each point refers to.

``````

In [2]:

``````
``````

In [15]:

# This part just splits out the latitude and longitude coordinate fields for each incident, which we need for mapping.
coords = [(float(d['lat']), float(d['lng'])) for d in data if len(d['lat']) > 0]
print coords[:10]

``````
``````

[(38.9379, -92.3343), (38.9515, -92.3265), (38.93819, -92.35111), (38.96017, -92.32459), (38.99221, -92.31791), (38.9526, -92.3265), (38.9505, -92.3276), (38.95723, -92.34396), (38.9499, -92.3276), (38.96531, -92.34368)]

``````
``````

In [16]:

# And this creates a matching array of incident types
types = [d['ExtNatureDisplayName'] for d in data]
print types[:10]

``````
``````

['TRAFFIC', 'DWI', 'CHECK SUBJECT', 'TRAFFIC STOP', 'TRESPASSING', 'TRAFFIC STOP', 'LEAVING THE SCENE ACCIDENT', 'DISTURBANCE', 'DWI', 'LAW ALARM']

``````

## K-means clustering

Here we'll review the idea of k-means clustering you discussed last week and see how it applies to our crime data. We'll start with three clusters.

``````

In [17]:

number_of_clusters = 3
kmeans = KMeans(n_clusters=number_of_clusters)
kmeans.fit(coords)

``````
``````

Out[17]:

KMeans(copy_x=True, init='k-means++', max_iter=300, n_clusters=3, n_init=10,
n_jobs=1, precompute_distances='auto', random_state=None, tol=0.0001,
verbose=0)

``````
``````

In [18]:

clusters_to_csv(kmeans.labels_, types, coords)

``````
``````

0,TRAFFIC,38.9379,-92.3343
0,DWI,38.9515,-92.3265
0,CHECK SUBJECT,38.93819,-92.35111
0,TRAFFIC STOP,38.96017,-92.32459
0,TRESPASSING,38.99221,-92.31791
0,TRAFFIC STOP,38.9526,-92.3265
0,LEAVING THE SCENE ACCIDENT,38.9505,-92.3276
0,DISTURBANCE,38.95723,-92.34396
0,DWI,38.9499,-92.3276
0,LAW ALARM,38.96531,-92.34368
0,LARCENY MV,38.96297,-92.32342
0,TRAFFIC,38.9381,-92.3593
0,TRAFFIC STOP,38.96474,-92.33143
0,CHECK SUBJECT,38.94987,-92.32676
0,SUSPICIOUS VEHICLE,38.9602,-92.32905
0,ASSIST CITIZEN,38.9633,-92.3387
0,911 CHECKS,38.954167,-92.33414
0,DISTURBANCE,38.9633,-92.3398
0,SUSPICIOUS INCIDENT,38.9585,-92.33271
0,LARCENY,39.00124,-92.31707
0,SUSPICIOUS PERSON,38.96419,-92.37769
0,DISTURBANCE,38.98455,-92.36872
0,911 CHECKS,38.993,-92.3174
0,VANDALISM,39.0061,-92.31822
0,ASSAULT,38.98646,-92.32027
0,911 CHECKS,38.95544,-92.36135
0,LAW ALARM,38.96772,-92.31883
0,MISCHIEF,38.96164,-92.32737
0,CHECK SUBJECT,38.96429,-92.32096
0,TRAFFIC,38.9564,-92.3598
0,TRESPASSING,38.99595,-92.31625
0,TRAFFIC STOP,38.9101,-92.3332
0,ANIMAL COMPLAINT,38.95202,-92.3988
0,C&I DRIVING,38.9693,-92.3802
0,SPECIAL ASSIGNMENT,38.9525,-92.3305
0,TRAFFIC,38.9525,-92.3217
0,LAW ALARM,38.95165,-92.34255
0,SPECIAL ASSIGNMENT,38.95248,-92.33047
0,LAW ALARM,38.95166,-92.35094
0,911 CHECKS,38.90054,-92.35527
0,911 CHECKS,38.9505,-92.3281
0,LARCENY,38.96407,-92.37401
0,LOCKOUT,38.9683,-92.3711
0,911 CHECKS,38.95695,-92.38906
0,CHECK TRAFFIC LIGHTS,38.938,-92.3434
0,TRESPASSING,38.94991,-92.33378
0,TRAFFIC STOP,38.97725,-92.33258
0,CHECK SUBJECT,38.95081,-92.32839
0,TRAFFIC,38.9647,-92.3339
0,ASSIST FIRE,38.87812,-92.37811
0,911 CHECKS,38.96,-92.3316
0,SUSPICIOUS PERSON,38.98711,-92.33613
0,CHECK BUILDING,38.95248,-92.33047
0,RECOVER PROPERTY,38.95248,-92.33047
0,KEEP THE PEACE,38.96154,-92.36457
0,KEEP THE PEACE,38.9525,-92.3305
0,ASSIST CITIZEN,38.95248,-92.33047
0,911 CHECKS,38.97181,-92.31355
0,LARCENY,38.96308,-92.37293
0,ASSIST FIRE,38.9596,-92.33842
0,TRAFFIC OBSERVATION,38.906,-92.4004
0,ACCIDENT,38.95137,-92.32923
0,911 CHECKS,38.9772,-92.345
0,TRESPASSING,38.94991,-92.33378
0,LARCENY,38.96327,-92.37416
0,HARASSMENT,38.95893,-92.33719
0,TRAFFIC STOP,38.9118,-92.3899
0,HARASSMENT,38.96242,-92.36581
0,PARKING VIOLATION,39.0083,-92.33041
0,PEACE DISTURBANCE,38.94885,-92.37518
0,SPECIAL ASSIGNMENT,38.9525,-92.3305
0,DISTURBANCE,38.95828,-92.33964
0,CIVIL MATTER,38.95329,-92.40027
0,LAW ALARM,38.93467,-92.37835
0,LAW ALARM,38.95287,-92.33482
0,911 CHECKS,38.95139,-92.33602
0,HARASSMENT,38.96686,-92.32145
0,911 CHECKS,38.95216,-92.32661
0,911 CHECKS,38.90182,-92.33708
0,VANDALISM,38.96316,-92.34454
0,911 CHECKS,38.97698,-92.3444
0,HARASSMENT,38.99916,-92.31526
0,ACCIDENT,38.9668,-92.3677
0,ACCIDENT,38.9668,-92.3677
0,LARCENY,38.9771,-92.3264
0,ACCIDENT,38.9577,-92.3364
0,LAW ALARM,38.97291,-92.33769
0,PARKING VIOLATION,38.9274,-92.3905
0,911 CHECKS,38.93754,-92.37092
0,ACCIDENT,38.96538,-92.33227
0,ACCIDENT,38.9687,-92.325
0,FRAUD,38.96235,-92.35805
0,HARASSMENT,38.96356,-92.37333
0,FRAUD,38.95946,-92.35106
0,TRESPASS VEHICLE,38.8988,-92.34727
0,TRAFFIC CONTROL,38.9653,-92.3712
0,TRAFFIC STOP,38.9242,-92.3651
0,ACCIDENT,38.9653,-92.3712
0,STALLED VEHICLE,38.9653,-92.3712
0,FRAUD,38.94748,-92.347
0,CIVIL MATTER,39.00035,-92.31531
0,911 CHECKS,38.93411,-92.32524
0,SPECIAL ASSIGNMENT,38.95248,-92.33047
0,FUNERAL ESCORT,38.9525,-92.3305
0,TRAFFIC STOP,38.9517,-92.333
0,911 CHECKS,38.94775,-92.32712
0,ACCIDENT,38.971,-92.3257
0,SUSPICIOUS VEHICLE,38.96295,-92.34384
0,SUSPICIOUS PERSON,38.94854,-92.32316
0,HARASSMENT,38.96194,-92.3352
0,SUSPICIOUS VEHICLE,38.95456,-92.32255
0,FRAUD,38.94925,-92.35895
0,ASSIST MEDICS,38.94965,-92.32589
0,ABANDONED VEHICLE,38.93352,-92.41235
0,TRAFFIC STOP,38.9547,-92.3807
0,ACCIDENT,38.953,-92.3616
0,FRAUD,38.95092,-92.33614
0,SPECIAL ASSIGNMENT,38.9525,-92.3305
0,KEEP THE PEACE,38.90855,-92.34916
0,SUSPICIOUS INCIDENT,38.97245,-92.36267
0,911 CHECKS,38.8948,-92.39111
0,VANDALISM,38.95285,-92.32381
0,ASSAULT,38.89881,-92.34721
0,TRAFFIC HAZARD,38.9665,-92.3517
0,AUTO THEFT,38.95981,-92.35962
0,LAW ALARM,38.96684,-92.3607
0,ASSIST CITIZEN,38.94329,-92.37363
0,DISTURBANCE,38.97183,-92.32303
0,SUSPICIOUS PERSON,38.960727,-92.3842
0,LAW ALARM,38.97128,-92.33153
0,TRESPASSING,38.96591,-92.37071
0,CHECK SUBJECT,38.96201,-92.33795
0,SUSPICIOUS INCIDENT,38.95344,-92.34016
0,OTHER OFFENSE,38.95248,-92.33047
0,DISTURBANCE,38.96369,-92.35145
0,LARCENY,38.94505,-92.34261
0,TRESPASSING,38.96512,-92.33493
0,LARCENY,38.96117,-92.34148
0,CHECK SUBJECT,38.92769,-92.37899
0,SUSPICIOUS VEHICLE,38.99407,-92.30189
0,CHECK SUBJECT,38.96087,-92.39926
0,SUSPICIOUS INCIDENT,38.97413,-92.31214
0,LAW ALARM,38.96005,-92.37495
0,SHOPLIFTING,38.96458,-92.33668
0,DISTURBANCE,38.95871,-92.33902
0,SUSPICIOUS PERSON,38.91817,-92.36651
0,SUSPICIOUS VEHICLE,38.89758,-92.34239
0,DISTURBANCE,38.9622,-92.341
0,SUSPICIOUS INCIDENT,38.97097,-92.34173
0,911 CHECKS,38.96494,-92.37177
0,SUSPICIOUS INCIDENT,38.96038,-92.34581
0,OVERDOSE,38.92046,-92.39897
0,911 CHECKS,39.001,-92.3173
0,911 CHECKS,38.99673,-92.31532
0,ASSIST CITIZEN,38.96108,-92.34544
0,CIVIL MATTER,38.98983,-92.32227
0,911 CHECKS,38.964,-92.3247
0,ACCIDENT,38.964,-92.3247
0,STALLED VEHICLE,38.9606,-92.3649
0,SUSPICIOUS PERSON,38.961,-92.369
0,DWI,38.964099,-92.361655
0,911 CHECKS,38.99274,-92.32319
0,CHECK THE WELFARE,38.9537,-92.3341
0,TRESPASSING,38.96069,-92.38382
0,911 CHECKS,38.97913,-92.32354
0,911 CHECKS,38.96349,-92.33931
0,911 CHECKS,38.96457,-92.35411
0,DISTURBANCE,38.95062,-92.32666
0,STALLED VEHICLE,38.9576,-92.3714
0,911 CHECKS,38.96457,-92.35411
0,LARCENY,38.96371,-92.37504
0,911 CHECKS,38.9505,-92.3297
0,911 CHECKS,38.97521,-92.38146
0,LAW ALARM,38.93573,-92.35954
0,911 CHECKS,38.91674,-92.33573
0,STALLED VEHICLE,38.9547,-92.3807
0,ASSIST MEDICS,38.9651,-92.33543
0,HARASSMENT,38.97119,-92.32184
0,LARCENY,38.96485,-92.32419
0,911 CHECKS,38.9658,-92.35935
0,ASSIST CITIZEN,38.97093,-92.33323
0,911 CHECKS,38.94791,-92.32343
0,C&I DRIVING,38.954,-92.3389
0,ACCIDENT,38.9693,-92.3802
0,DWI,38.9647,-92.3339
0,BURGLARY,38.95621,-92.33155
0,ACCIDENT,38.9513,-92.3437
0,ACCIDENT,38.9513,-92.3437
0,ASSIST FIRE,38.99266,-92.32523
0,911 CHECKS,38.90817,-92.33377
0,CHECK SUBJECT,38.9553,-92.3355
0,DWI,38.96463,-92.32797
0,CHECK SUBJECT,38.956,-92.3365
0,911 CHECKS,38.94836,-92.32443
0,LAW ALARM,38.96249,-92.34306
0,FOOT PATROL,38.9504,-92.33325
0,LARCENY,38.95954,-92.36809
0,FRAUD,38.98023,-92.32269
0,911 CHECKS,38.95987,-92.36103
0,911 CHECKS,39.00665,-92.31854
0,LARCENY,38.97711,-92.37404
0,CHECK SUBJECT,38.94977,-92.33338
0,LAW ALARM,38.91999,-92.35567
0,LOCKOUT,38.9466,-92.3715
0,LAW ALARM,38.95287,-92.33482
0,PARKING VIOLATION,38.96377,-92.3234
0,ACCIDENT,38.9093,-92.3631
0,DISTURBANCE,38.99256,-92.31769
0,DISTURBANCE,38.96015,-92.32769
0,911 CHECKS,38.96049,-92.32731
0,AUTO THEFT,38.9589,-92.34212
0,AUTO THEFT,38.94743,-92.38198
0,LAW ALARM,38.96336,-92.33143
0,911 CHECKS,38.96229,-92.36558
0,SUSPICIOUS INCIDENT,38.9599,-92.3574
0,LAW ALARM,38.96271,-92.36905
0,FOOT PATROL,38.97245,-92.36267
0,FOOT PATROL,38.9504,-92.33325
0,CHECK SUBJECT,38.958,-92.3388
0,LAW ALARM,38.90726,-92.35473
0,VANDALISM,38.96192,-92.33852
0,911 CHECKS,39.01597,-92.32046
0,CHECK SUBJECT,38.97245,-92.36267
0,BURGLARY,38.95188,-92.32662
0,911 CHECKS,38.94916,-92.32267
0,ABANDONED VEHICLE,38.9687,-92.325
0,TRESPASSING,38.96314,-92.36595
0,SUSPICIOUS PERSON,38.94553,-92.34112
0,ASSIST MEDICS,38.95971,-92.3452
0,DISTURBANCE,38.9525,-92.3227
0,DISTURBANCE,38.9578,-92.31902
0,CHECK SUBJECT,38.95235,-92.3261
0,LAW ALARM,38.95195,-92.32662
0,DISTURBANCE,38.95524,-92.35597
0,ASSIST OFFICER,38.95248,-92.33047
0,SUSPICIOUS PERSON,39.00669,-92.31932
0,RECOVER PROPERTY,38.95705,-92.32109
0,TRESPASSING,38.97071,-92.32614
0,TRAFFIC STOP,38.9613,-92.3263
0,TRESPASSING,38.95166,-92.32582
0,SUSPICIOUS PERSON,38.94122,-92.33165
0,PEACE DISTURBANCE,38.96387,-92.32621
0,TRAFFIC STOP,38.964,-92.3212
0,SUSPICIOUS PERSON,38.9552,-92.3239
0,CHECK SUBJECT,38.9494,-92.3255
0,PEACE DISTURBANCE,38.96159,-92.32706
0,TRAFFIC STOP,38.964,-92.3247
0,TRAFFIC OBSERVATION,38.96373,-92.32424
0,PEACE DISTURBANCE,38.99456,-92.31781
0,TRAFFIC OBSERVATION,38.9771,-92.3264
0,CHECK THE WELFARE,38.95119,-92.39825
0,TRAFFIC STOP,38.9516,-92.3297
0,TRAFFIC STOP,38.98623,-92.30858
0,TRAFFIC STOP,38.961,-92.369
0,SUSPICIOUS VEHICLE,38.94447,-92.38168
0,FOOT PATROL,38.9515,-92.3255
0,ACCIDENT,38.9693,-92.3802
0,PEACE DISTURBANCE,39.00124,-92.31887
0,CHECK SUBJECT,38.951,-92.3276
0,TRESPASSING,38.97044,-92.33521
0,CHECK SUBJECT,38.97245,-92.36267
0,CHECK SUBJECT,38.94452,-92.40657
0,STALLED VEHICLE,38.9687,-92.325
0,DEATH INVESTIGATION,38.95524,-92.37486
0,SUSPICIOUS INCIDENT,39.00225,-92.31205
0,TRAFFIC STOP,38.9537,-92.3329
0,FOOT PATROL,38.9515,-92.3255
0,SUSPICIOUS PERSON,38.9379,-92.3343
0,911 CHECKS,38.95813,-92.34125
0,LIQUOR LAW VIOLATION,38.94886,-92.33121
0,SUSPICIOUS INCIDENT,38.94924,-92.32605
0,TRAFFIC STOP,38.9526,-92.3308
0,911 CHECKS,38.93352,-92.4044
0,ACCIDENT,38.9311,-92.3997
0,TRAFFIC STOP,38.97174,-92.3273
0,DISTURBANCE,38.95248,-92.33047
0,DISTURBANCE,39.00123,-92.31689
0,DWI,38.9841,-92.3189
0,LAW ALARM,38.944507,-92.320735
0,DISTURBANCE,38.9546,-92.3355
0,TRAFFIC STOP,38.98948,-92.32383
0,TRAFFIC HAZARD,38.966,-92.3461
0,911 CHECKS,38.971,-92.3257
0,DISTURBANCE,38.95184,-92.32912
0,TRAFFIC STOP,38.95095,-92.32395
0,PEACE DISTURBANCE,38.91714,-92.33874
0,911 CHECKS,38.96541,-92.36496
0,SPECIAL ASSIGNMENT,38.9525,-92.3305
0,DISTURBANCE,38.96298,-92.36169
0,STALLED VEHICLE,38.9516,-92.3291
0,SPECIAL ASSIGNMENT,38.96327,-92.37416
0,911 CHECKS,39.00636,-92.31847
0,PARKING VIOLATION,38.95063,-92.32711
0,MEDICAL EMERGENCY,38.91205,-92.33361
0,CHECK SUBJECT,38.96542,-92.36555
0,911 CHECKS,38.91302,-92.39826
0,ASSIST FIRE,38.9504,-92.33325
0,LAW ALARM,38.94397,-92.39982
0,SUSPICIOUS INCIDENT,38.96431,-92.33437
0,DISTURBANCE,38.97245,-92.36267
0,UNKNOWN PROBLEM,38.964,-92.3247
0,ASSIST MEDICS,38.9505,-92.3276
0,TRAFFIC STOP,38.971,-92.3257
0,TRAFFIC STOP,38.9557,-92.3301
0,ACCIDENT,38.95019,-92.326
0,TRESPASS SUBJECT,38.9596,-92.33842
0,TRAFFIC STOP,38.9585,-92.3424
0,HARASSMENT,38.97385,-92.34397
0,911 CHECKS,38.95448,-92.3369
0,ANIMAL BITE,38.92037,-92.34186
0,911 CHECKS,39.00272,-92.32274
0,CHECK SUBJECT,38.9645,-92.3427
0,STALLED VEHICLE,38.94085,-92.33328
0,911 CHECKS,38.94077,-92.36495
0,TRAFFIC STOP,38.9842,-92.32282
0,911 CHECKS,38.959428,-92.343049
0,AUTO THEFT,38.96331,-92.36168
0,911 CHECKS,38.95808,-92.33095
0,LOCKOUT,39.0149,-92.3087
0,SHOPLIFTING,38.96419,-92.37769
0,LEAVING THE SCENE ACCIDENT,38.95853,-92.36263
0,911 CHECKS,39.0149,-92.3065
0,LARCENY,38.95844,-92.35574
0,CHECK SUBJECT,38.96458,-92.34274
0,CHECK SUBJECT,38.96009,-92.36193
0,HARASSMENT,38.98733,-92.3269
0,CHECK SUBJECT,38.96015,-92.32786
0,DISTURBANCE,38.94906,-92.39718
0,ACCIDENT,38.9682,-92.3711
0,TRAFFIC STOP,38.9516,-92.3319
0,TRAFFIC STOP,38.9546,-92.3437
0,CHECK SUBJECT,38.9517,-92.333
0,KEEP THE PEACE,38.9602,-92.32905
0,ACCIDENT,38.95014,-92.33223
0,FOOT PATROL,38.95633,-92.33356
0,TRAFFIC STOP,38.9525,-92.3251
0,MISSING PERSON,38.97065,-92.32667
0,911 CHECKS,38.87368,-92.38236
0,SUSPICIOUS PERSON,38.962276,-92.333958
0,911 CHECKS,38.93411,-92.32524
0,ASSIST FIRE,38.96612,-92.32394
0,CHECK SUBJECT,38.99872,-92.30466
0,FOOT PATROL,38.9504,-92.33325
0,MISSING PERSON,38.95889,-92.32849
0,911 CHECKS,38.97973,-92.32397
0,SUSPICIOUS PERSON,38.91036,-92.33747
0,VANDALISM,38.95619,-92.34082
0,911 CHECKS,38.91698,-92.33154
0,DISTURBANCE,38.95416,-92.34545
0,911 CHECKS,38.8941,-92.4129
0,HARASSMENT,38.95638,-92.37403
0,ACCIDENT,38.922644,-92.365463
0,911 CHECKS,38.97245,-92.36267
0,911 CHECKS,38.9546,-92.3334
0,SUSPICIOUS PERSON,38.91036,-92.33747
0,FOOT PATROL,38.97245,-92.36267
0,CHECK SUBJECT,38.95852,-92.33075
0,CHECK THE WELFARE,38.95327,-92.35479
0,ASSIST MEDICS,38.95511,-92.37498
0,911 CHECKS,38.93275,-92.40061
0,CIVIL MATTER,38.95431,-92.35552
0,TRAFFIC STOP,38.9608,-92.3144
0,ABANDON CHILD,38.9161,-92.33363
0,LARCENY MV,38.97828,-92.34596
0,911 CHECKS,38.95406,-92.33587
0,CHECK SUBJECT,38.95406,-92.33587
0,SUSPICIOUS PERSON,38.99688,-92.30348
0,SUSPICIOUS PERSON,38.95988,-92.33446
0,DISTURBANCE,38.98129,-92.32454
0,FOOT PATROL,38.9504,-92.33325
0,PARKING VIOLATION,38.953543,-92.335732
0,PUBLIC RELATIONS,38.95329,-92.32785
0,WARRANT,38.9883,-92.33209
0,WARRANT,38.9883,-92.33209
0,TRAFFIC STOP,38.9622,-92.3248
0,DISTURBANCE,38.9485,-92.3276
0,ASSIST FIRE,38.96668,-92.33325
0,LAW ALARM,38.96668,-92.33325
0,ROBBERY,38.95696,-92.38247
0,ASSIST OFFICER,38.95248,-92.33047
0,DISTURBANCE,38.95841,-92.34357
0,TRESPASSING,38.96512,-92.33493
0,LOCKOUT,38.95721,-92.33621
0,MISSING PERSON,38.9852,-92.3342
0,TRESPASS SUBJECT,38.95166,-92.32582
0,911 CHECKS,38.96387,-92.32621
0,ASSIST MEDICS,38.95166,-92.32582
0,ASSAULT,38.93189,-92.4001
0,DISTURBANCE,38.9515,-92.3276
0,CHECK SUBJECT,38.9596,-92.3359
0,TRAFFIC STOP,38.95705,-92.32109
0,ASSIST MEDICS,38.9843,-92.3356
0,SUSPICIOUS PERSON,38.90175,-92.35401
0,LARCENY,38.9883,-92.33209
0,FOOT PATROL,38.9515,-92.3248
0,TRAFFIC STOP,38.9651,-92.3247
0,SUSPICIOUS VEHICLE,38.949,-92.3276
0,CHECK SUBJECT,38.9078,-92.3418
0,TRAFFIC STOP,38.96612,-92.32394
0,CHECK SUBJECT,38.9537,-92.3341
0,911 CHECKS,38.90756,-92.33652
0,DWI,38.91123,-92.33836
0,SUSPICIOUS VEHICLE,38.98,-92.3113
0,911 CHECKS,38.95248,-92.33047
0,ASSIST FIRE,38.94965,-92.32589
0,911 CHECKS,38.94965,-92.32589
0,LAW ALARM,38.93375,-92.39609
0,LAW ALARM,38.94337,-92.37515
0,DISTURBANCE,38.9543,-92.32819
0,TRAFFIC,38.9397,-92.3339
0,PARKING VIOLATION,38.9515,-92.3265
0,TRAFFIC STOP,38.9389,-92.322
0,TRESPASSING,38.89881,-92.34721
0,SUSPICIOUS INCIDENT,38.99214,-92.30857
0,911 CHECKS,38.93973,-92.33492
0,CHECK SUBJECT,38.9496,-92.333
0,LAW ALARM,38.96099,-92.37465
0,HARASSMENT,38.9108,-92.35474
0,911 CHECKS,38.97757,-92.32906
0,SUSPICIOUS INCIDENT,38.9248,-92.3906
0,SUSPICIOUS PERSON,38.94927,-92.32633
0,HARASSMENT,38.96301,-92.36595
0,911 CHECKS,38.98418,-92.36791
0,SHOTS FIRED,38.9589,-92.3468
0,TRAFFIC STOP,38.9557,-92.3318
0,SPECIAL ASSIGNMENT,38.9525,-92.3305
0,PEACE DISTURBANCE,38.94885,-92.37518
0,ASSIST MEDICS,38.96694,-92.37346
0,LEAVING THE SCENE ACCIDENT,38.9841,-92.3189
0,LAW ALARM,38.95688,-92.37214
0,SUSPICIOUS PERSON,38.91748,-92.33725
0,KEEP THE PEACE,38.89974,-92.35206
0,TRAFFIC STOP,38.95516,-92.33355
0,ANIMAL COMPLAINT,38.95652,-92.36521
0,PEACE DISTURBANCE,38.9515,-92.3265
0,911 CHECKS,38.9887,-92.3374
0,911 CHECKS,38.95696,-92.38247
0,ASSAULT,38.9602,-92.32905
0,AUTO THEFT,38.96514,-92.33428
0,LOCKOUT,39.00076,-92.31659
0,SPECIAL ASSIGNMENT,38.9525,-92.3305
0,C&I DRIVING,38.9379,-92.3343
0,TRAFFIC STOP,38.94932,-92.32436
0,ASSAULT,38.94459,-92.41152
0,911 CHECKS,38.94459,-92.41152
0,DISTURBANCE,38.98646,-92.32027
0,CHECK SUBJECT,38.97188,-92.32087
0,ASSIST FIRE,38.97314,-92.33457
0,FOOT PATROL,38.95633,-92.33356
0,SPECIAL ASSIGNMENT,38.9525,-92.3305
0,CHECK THE WELFARE,38.99235,-92.33665
0,FOOT PATROL,38.9504,-92.33325
0,LAW ALARM,38.97188,-92.32083
0,TRAFFIC STOP,38.9566,-92.3263
0,LARCENY,38.96541,-92.36496
0,911 CHECKS,38.9684,-92.3385
0,SUSPICIOUS INCIDENT,38.95248,-92.33047
0,CHECK SUBJECT,38.95109,-92.32662
0,911 CHECKS,38.9062,-92.3473
0,KEEP THE PEACE,38.95022,-92.37449
0,BURGLARY,38.97789,-92.32561
0,TRAFFIC,38.9612,-92.3713
0,LARCENY MV,38.96985,-92.33419
0,PEACE DISTURBANCE,38.955334,-92.356638
0,911 CHECKS,38.9851,-92.3207
0,FOOT PATROL,38.95633,-92.33356
0,TRAFFIC HAZARD,38.9683,-92.3711
0,911 CHECKS,38.95633,-92.33356
0,FRAUD,38.96565,-92.34954
0,LAW ALARM,38.99361,-92.32438
0,PEACE DISTURBANCE,38.9647,-92.3339
0,ASSIST MEDICS,38.964,-92.3247
0,TRAFFIC,38.8912,-92.3452
0,KEEP THE PEACE,38.9546,-92.329
0,DISTURBANCE,38.99362,-92.3176
0,ASSIST CITIZEN,38.9525,-92.3305
0,911 CHECKS,38.97826,-92.31294
0,ACCIDENT,38.9653,-92.3712
0,LARCENY,38.96724,-92.34795
0,911 CHECKS,38.95866,-92.32963
0,FOOT PATROL,38.95633,-92.33356
0,ACCIDENT,38.9315,-92.3997
0,LAW ALARM,38.95456,-92.38531
0,SUSPICIOUS VEHICLE,38.99955,-92.31313
0,CHECK SUBJECT,38.9623,-92.3449
0,CHECK SUBJECT,38.951,-92.3276
0,LEAVING THE SCENE ACCIDENT,38.9537,-92.3341
0,FOOT PATROL,39.0073,-92.3177
0,911 CHECKS,38.9683,-92.3711
0,CIVIL MATTER,38.9605,-92.3294
0,911 CHECKS,38.93085,-92.36593
0,LARCENY MV,38.9504,-92.33325
0,FOOT PATROL,38.9087,-92.354
0,ACCIDENT,38.96675,-92.32256
0,CHECK SUBJECT,38.9618,-92.3648
0,911 CHECKS,38.96431,-92.33437
0,ASSIST MEDICS,38.9087,-92.3391
0,TRAFFIC STOP,38.96982,-92.33103
0,ASSIST MEDICS,38.96255,-92.32279
0,LARCENY,38.95633,-92.33356
0,911 CHECKS,38.9525,-92.3305
0,911 CHECKS,38.9516,-92.3291
0,ASSIST OFFICER,38.9163,-92.3347
0,911 CHECKS,38.9387,-92.3674
0,ASSIST FIRE,38.91552,-92.33293
0,SUSPICIOUS INCIDENT,38.95248,-92.33047
0,TRAFFIC STOP,38.9513,-92.32905
0,911 CHECKS,38.96135,-92.34235
0,ASSIST OFFICER,38.96368,-92.37364
0,LARCENY,38.96315,-92.3658
0,TRAFFIC STOP,38.95633,-92.33356
0,LAW ALARM,38.95339,-92.32624
0,PARKING VIOLATION,38.91381,-92.3434
0,VANDALISM,38.90368,-92.35859
0,LARCENY,38.94455,-92.4095
0,911 CHECKS,38.9663,-92.3502
0,RECOVER PROPERTY,38.94315,-92.38067
0,TRAFFIC STOP,38.99274,-92.32319
0,911 CHECKS,38.96367,-92.34463
0,KEEP THE PEACE,38.9547,-92.3807
0,BURGLARY,38.9768,-92.3144
0,ACCIDENT,38.93958,-92.41471
0,911 CHECKS,38.98431,-92.31036
0,WARRANT,38.96453,-92.33967
0,TRESPASSING,38.93363,-92.35994
0,ASSIST OTHER AGENCY,38.91119,-92.33854
0,911 CHECKS,38.95235,-92.32444
0,LEAVING THE SCENE ACCIDENT,38.95074,-92.35704
0,LARCENY,38.95339,-92.32624
0,LAW ALARM,38.97022,-92.31592
0,911 CHECKS,38.96786,-92.34575
0,LAW ALARM,38.90986,-92.33571
0,LAW ALARM,38.96085,-92.37041
0,TRAFFIC STOP,38.96588,-92.33413
0,911 CHECKS,38.97245,-92.36267
0,FOOT PATROL,38.97481,-92.34205
0,KEEP THE PEACE,38.9536,-92.3264
0,LARCENY MV,38.89004,-92.39733
0,LAW ALARM,39.00886,-92.33352
0,911 CHECKS,38.95514,-92.33694
0,TRAFFIC STOP,38.95514,-92.33694
0,KEEP THE PEACE,38.9604,-92.3387
0,CHECK SUBJECT,38.9482,-92.3343
0,SUSPICIOUS PERSON,38.96668,-92.33325
0,TRAFFIC STOP,38.9562,-92.3986
0,RECOVER PROPERTY,38.9513,-92.3437
0,MISCHIEF,38.95166,-92.32489
0,ACCIDENT,38.95183,-92.33119
0,TRAFFIC STOP,38.95166,-92.32582
0,911 CHECKS,38.95166,-92.32582
0,ACCIDENT,38.97153,-92.33429
0,WARRANT,38.9515,-92.3255
0,DISTURBANCE,38.9494,-92.3255
0,FOOT PATROL,38.9513,-92.3196
0,TRAFFIC STOP,38.95628,-92.34214
0,TRESPASS SUBJECT,38.9379,-92.3343
0,TRAFFIC STOP,38.9517,-92.3352
0,TRESPASS SUBJECT,38.9576,-92.3714
0,TRAFFIC STOP,38.99096,-92.33678
0,TRAFFIC STOP,38.9526,-92.3265
0,TRAFFIC STOP,38.9389,-92.322
0,SUSPICIOUS PERSON,38.95554,-92.36931
0,TRAFFIC STOP,38.89945,-92.34589
0,TRAFFIC STOP,38.9494,-92.3255
0,DISTURBANCE,38.95744,-92.34089
0,DISTURBANCE,38.95166,-92.32597
0,TRAFFIC STOP,38.9893,-92.388
0,CHECK SUBJECT,38.97228,-92.34871
0,CHECK SUBJECT,38.9652,-92.3386
0,TRAFFIC,38.945824,-92.334717
0,LARCENY,38.963,-92.3527
0,LARCENY,38.9482,-92.3343
0,911 CHECKS,38.9585,-92.3424
0,TRAFFIC STOP,38.90074,-92.41069
0,LAW ALARM,38.9609,-92.3328
0,ACCIDENT,38.9353,-92.3599
0,ACCIDENT,38.9655,-92.3702
0,TRAFFIC STOP,38.9606,-92.3453
0,ASSIST MEDICS,38.96732,-92.35637
0,911 CHECKS,38.96037,-92.33533
0,911 CHECKS,38.96327,-92.37416
0,SHOTS HEARD,38.95548,-92.37898
0,TRAFFIC HAZARD,38.97289,-92.33457
0,SUSPICIOUS PERSON,38.97724,-92.3751
0,LAW ALARM,38.9622,-92.3365
0,LARCENY,38.9594,-92.3527
0,CHECK SUBJECT,38.95216,-92.38035
0,TRAFFIC STOP,38.9833,-92.3333
0,TRAFFIC STOP,38.96198,-92.34309
0,911 CHECKS,38.95439,-92.33972
0,CIVIL MATTER,38.95633,-92.33356
0,ASSIST MEDICS,38.9505,-92.3276
0,ACCIDENT,38.9646,-92.3563
0,FOOT PATROL,38.95633,-92.33356
0,SUSPICIOUS INCIDENT,38.9592,-92.3388
0,ACCIDENT,38.9526,-92.3265
0,TRAFFIC STOP,38.97245,-92.36267
0,DISTURBANCE,38.97163,-92.38534
0,911 CHECKS,38.96463,-92.32797
0,LARCENY MV,38.95198,-92.37344
0,DISTURBANCE,38.9516,-92.3281
0,911 CHECKS,38.93978,-92.33192
0,OTHER OFFENSE,38.90901,-92.33595
0,911 CHECKS,38.96431,-92.33437
0,SUSPICIOUS VEHICLE,38.95633,-92.33356
0,FOOT PATROL,38.9576,-92.3714
0,LAW ALARM,38.95243,-92.32772
0,PARKING VIOLATION,38.95868,-92.34309
0,TRAFFIC STOP,38.99745,-92.30553
0,DISTURBANCE,38.95633,-92.33356
0,BURGLARY,38.9717,-92.3317
0,LAW ALARM,38.9488,-92.3704
0,911 CHECKS,38.98108,-92.32516
0,ABANDONED VEHICLE,38.96668,-92.33325
0,TRESPASSING,38.99407,-92.30189
0,CHECK SUBJECT,38.9652,-92.3386
0,911 CHECKS,38.94972,-92.33219
0,HARASSMENT,38.96488,-92.338
0,DWI,38.95016,-92.33567
0,CIVIL MATTER,38.96612,-92.32394
0,LARCENY,38.9594,-92.3713
0,LARCENY,38.9647,-92.3345
0,911 CHECKS,38.9557,-92.3907
0,911 CHECKS,38.9612,-92.3475
0,911 CHECKS,38.9617,-92.3582
0,SUSPICIOUS INCIDENT,38.9445,-92.3346
0,911 CHECKS,38.95138,-92.32997
0,911 CHECKS,38.96619,-92.33476
0,DISTURBANCE,38.9525,-92.3402
0,ACCIDENT,38.976,-92.31455
0,LARCENY,38.97044,-92.33521
0,ABANDONED VEHICLE,38.95234,-92.32774
0,VANDALISM,38.9102,-92.3349
0,FRAUD,38.95248,-92.33047
0,MISCHIEF,38.96458,-92.33668
0,ACCIDENT,38.949,-92.3256
0,ASSIST CITIZEN,38.95248,-92.33047
0,PEACE DISTURBANCE,38.98023,-92.32269
0,ASSIST CITIZEN,39.00601,-92.31821
0,ASSIST FIRE,38.97312,-92.3496
0,ASSIST FIRE,38.95633,-92.33356
0,HARASSMENT,38.96622,-92.36725
0,FOOT PATROL,38.93275,-92.40061
0,911 CHECKS,38.96198,-92.34309
0,911 CHECKS,38.91306,-92.33377
0,TRESPASSING,38.9546,-92.3311
0,LAW ALARM,38.95951,-92.35644
0,FOOT PATROL,38.95949,-92.31573
0,HARASSMENT,38.98126,-92.31389
0,TRESPASSING,38.9549,-92.3622
0,TRAFFIC HAZARD,38.95178,-92.32821
0,KEEP THE PEACE,38.94329,-92.37363
0,PARKING VIOLATION,38.95633,-92.33356
0,FOOT PATROL,38.91205,-92.33361
0,ACCIDENT,38.9537,-92.3347
0,ACCIDENT,38.97173,-92.3873
0,ABANDONED VEHICLE,38.96356,-92.37333
0,VANDALISM,38.91723,-92.33811
0,KEEP THE PEACE,38.95179,-92.33794
0,ASSIST OFFICER,38.8862,-92.3416
0,911 CHECKS,38.95807,-92.39098
0,TRAFFIC STOP,38.96645,-92.32311
0,LARCENY MV,38.95664,-92.37281
0,911 CHECKS,38.95957,-92.31811
0,CHECK SUBJECT,38.91874,-92.33776
0,KEEP THE PEACE,38.9513,-92.32905
0,ASSIST CITIZEN,38.91357,-92.35357
0,911 CHECKS,38.9525,-92.3305
0,AUTO THEFT,38.95345,-92.37593
0,ABANDONED VEHICLE,38.97044,-92.33521
0,ASSIST MEDICS,38.9828,-92.3261
0,911 CHECKS,38.95264,-92.31785
0,ACCIDENT,38.97022,-92.31592
0,LARCENY,38.95248,-92.33047
0,FRAUD,38.98581,-92.34476
0,SUSPICIOUS INCIDENT,38.91055,-92.33264
0,ASSIST CITIZEN,38.971,-92.3257
0,STALLED VEHICLE,38.94977,-92.33338
0,911 CHECKS,38.92324,-92.36576
0,OVERDOSE,38.95724,-92.34728
0,CHECK BUILDING,38.95339,-92.32624
0,SUSPICIOUS PERSON,38.94077,-92.36495
0,911 CHECKS,38.9891,-92.32397
0,911 CHECKS,38.95091,-92.32881
0,911 CHECKS,38.96588,-92.33413
0,PEACE DISTURBANCE,39.0037,-92.3346
0,RECOVER PROPERTY,38.96053,-92.3337
0,ASSIST CITIZEN,38.96135,-92.38274
0,ACCIDENT,38.96995,-92.33315
0,VANDALISM,38.949028,-92.321812
0,911 CHECKS,39.0008,-92.3235
0,PARKING VIOLATION,38.96612,-92.32394
0,TRAFFIC,38.95241,-92.32503
0,LARCENY,38.9485,-92.3276
0,PARKING VIOLATION,38.91875,-92.33066
0,LAW ALARM,38.94917,-92.36204
0,PARKING VIOLATION,38.97153,-92.33429
0,VANDALISM,38.93694,-92.35981
0,TRAFFIC HAZARD,38.94924,-92.32605
0,SUSPICIOUS PERSON,38.94991,-92.33378
0,LAW ALARM,38.95345,-92.32238
0,SUSPICIOUS PERSON,38.93405,-92.41009
0,CHECK BUILDING,38.94991,-92.33378
0,911 CHECKS,38.97044,-92.33521
0,SUSPICIOUS PERSON,38.96678,-92.35708
0,SUSPICIOUS INCIDENT,38.917916,-92.3991
0,ASSAULT,38.96463,-92.32797
0,911 CHECKS,38.96425,-92.35079
0,BURGLARY,38.95019,-92.326
0,WARRANT,38.97808,-92.37108
0,LAW ALARM,38.9515,-92.3237
0,SUSPICIOUS INCIDENT,38.9526,-92.3297
0,SUSPICIOUS VEHICLE,38.9751,-92.3843
0,DISTURBANCE,38.9494,-92.3219
0,TRAFFIC STOP,38.9347,-92.3231
0,VANDALISM,38.96622,-92.36725
0,TRAFFIC STOP,38.95167,-92.32564
0,TRAFFIC STOP,38.911,-92.33687
0,TRESPASSING,38.95166,-92.32505
0,TRAFFIC STOP,38.95166,-92.32505
0,WARRANT,38.93405,-92.41009
0,911 CHECKS,38.90077,-92.35261
0,TRAFFIC STOP,38.9667,-92.3712
0,TRAFFIC STOP,38.9526,-92.3265
0,ACCIDENT,38.96143,-92.3292
0,PARKING VIOLATION,38.9715,-92.32672
0,PEACE DISTURBANCE,38.9636,-92.3256
0,TRAFFIC STOP,38.9641,-92.3293
0,FOOT PATROL,38.88935,-92.34902
0,TRAFFIC STOP,38.95248,-92.33047
0,SUSPICIOUS INCIDENT,38.89973,-92.35217
0,HARASSMENT,38.95133,-92.32665
0,TRAFFIC CONTROL,38.91874,-92.33776
0,PEACE DISTURBANCE,38.96312,-92.36553
0,LARCENY,38.99673,-92.31543
0,ASSAULT,39.00067,-92.31334
0,LARCENY,38.96512,-92.33493
0,PEACE DISTURBANCE,38.96463,-92.32797
0,FOOT PATROL,38.98418,-92.36791
0,MISSING VEHICLE,38.9658,-92.3641
0,TRAFFIC STOP,38.936458,-92.412972
0,PEACE DISTURBANCE,38.9546,-92.3323
0,911 CHECKS,38.9664,-92.3338
0,SUSPICIOUS INCIDENT,38.9653,-92.3712
0,911 CHECKS,38.95696,-92.38247
0,TRAFFIC STOP,38.9648,-92.33236
0,SHOPLIFTING,38.96289,-92.36622
0,PEACE DISTURBANCE,38.96527,-92.34176
0,911 CHECKS,38.9515,-92.3265
0,BURGLARY,38.96464,-92.34204
0,HARASSMENT,38.97245,-92.36267
0,ASSIST CITIZEN,38.9799,-92.37153
0,SUSPICIOUS VEHICLE,38.96464,-92.34204
0,SUSPICIOUS INCIDENT,39.00067,-92.31334
0,911 CHECKS,38.98731,-92.32208
0,TRAFFIC HAZARD,38.976607,-92.312149
0,ASSIST OTHER AGENCY,38.9544,-92.33915
0,911 CHECKS,38.9649,-92.33954
0,CHECK SUBJECT,38.94935,-92.3338
0,ASSIST FIRE,38.95633,-92.33356
0,TRAFFIC HAZARD,38.9947,-92.31805
0,SUSPICIOUS INCIDENT,38.96405,-92.37673
0,STALLED VEHICLE,38.95198,-92.37344
0,PARKING VIOLATION,38.94592,-92.35674
0,KEEP THE PEACE,38.96071,-92.36973
0,SUSPICIOUS INCIDENT,38.96457,-92.35411
0,DWI,38.9556,-92.3283
0,VANDALISM,38.96311,-92.36613
0,HARASSMENT,39.0061,-92.3177
0,911 CHECKS,38.958,-92.3317
0,ASSIST OFFICER,38.96165,-92.37299
0,ACCIDENT,38.97481,-92.34179
0,HARASSMENT,38.961123,-92.370852
0,FRAUD,39.00077,-92.31671
0,DWI,38.9635,-92.3339
0,ABANDONED VEHICLE,38.9652,-92.3386
0,CHECK THE WELFARE,38.99032,-92.33444
0,911 CHECKS,38.9636,-92.39369
0,FRAUD,38.92323,-92.36494
0,911 CHECKS,38.94962,-92.32024
0,DISTURBANCE,38.89607,-92.401426
0,ACCIDENT,38.89607,-92.401426
0,TRAFFIC STOP,38.906,-92.4004
0,911 CHECKS,38.97173,-92.3873
0,TRAFFIC OBSERVATION,38.95248,-92.33047
0,CIVIL MATTER,38.96512,-92.33493
0,ASSAULT,38.95248,-92.33047
0,911 CHECKS,38.96062,-92.36845
0,ASSIST CITIZEN,38.96327,-92.37416
0,911 CHECKS,38.92647,-92.37456
0,911 CHECKS,38.96512,-92.33493
0,LARCENY,38.9648,-92.3353
0,DISTURBANCE,38.9387,-92.3674
0,TRAFFIC HAZARD,38.95016,-92.33567
0,TRAFFIC HAZARD,38.975,-92.3412
0,ACCIDENT,38.9515,-92.3243
0,ABANDONED VEHICLE,38.97163,-92.38539
0,TRAFFIC STOP,38.9549,-92.3622
0,FOOT PATROL,38.9629,-92.37609
0,C&I DRIVING,38.9204,-92.3355
0,DISTURBANCE,38.971,-92.3257
0,TRAFFIC STOP,38.96327,-92.37416
0,SPECIAL ASSIGNMENT,38.94568,-92.31931
0,ACCIDENT,38.9663,-92.3502
0,LARCENY,38.97403,-92.38092
0,PARKING VIOLATION,38.94447,-92.32043
0,ACCIDENT,38.90016,-92.35043
0,911 CHECKS,38.95248,-92.33047
0,TRAFFIC STOP,38.95241,-92.34818
0,ASSIST CITIZEN,38.98132,-92.32475
0,C&I DRIVING,38.95148,-92.37481
0,CIVIL MATTER,38.9175,-92.3579
0,ACCIDENT,38.9526,-92.3286
0,ACCIDENT,38.94976,-92.329
0,911 CHECKS,38.95688,-92.37278
0,CHECK THE WELFARE,38.91055,-92.33264
0,TRAFFIC HAZARD,38.95132,-92.3305
0,ASSIST OTHER AGENCY,38.95052,-92.35856
0,911 CHECKS,38.90828,-92.35279
0,WARRANT,38.9652,-92.3545
0,911 CHECKS,38.96668,-92.33325
0,LARCENY MV,38.96588,-92.33413
0,ASSAULT,38.989021,-92.325808
0,STALLED VEHICLE,38.9526,-92.3275
0,LAW ALARM,38.96421,-92.3557
0,LAW ALARM,38.98042,-92.31886
0,TRAFFIC HAZARD,38.9687,-92.325
0,911 CHECKS,38.9655,-92.3409
0,911 CHECKS,38.9687,-92.325
0,TRAFFIC STOP,38.97052,-92.33297
0,PARKING VIOLATION,38.9596,-92.33842
0,TRAFFIC STOP,38.9687,-92.325
0,TRESPASSING,38.9931,-92.3238
0,ASSIST FIRE,38.9687,-92.325
0,TRAFFIC STOP,38.9747,-92.3265
0,TRAFFIC STOP,38.95603,-92.37552
0,LARCENY,38.9687,-92.325
0,911 CHECKS,38.97052,-92.33297
0,TRAFFIC STOP,38.95797,-92.34963
0,TRAFFIC STOP,38.89469,-92.3432
0,TRAFFIC STOP,38.97425,-92.38294
0,SUSPICIOUS VEHICLE,38.97808,-92.37108
0,TRESPASS SUBJECT,38.98962,-92.32969
0,SUSPICIOUS VEHICLE,39.00879,-92.33544
0,LAW ALARM,38.94965,-92.32589
0,TRAFFIC STOP,38.9555,-92.3509
0,TRAFFIC STOP,38.9652,-92.3386
0,SUSPICIOUS VEHICLE,38.9506,-92.3342
0,911 CHECKS,38.96376,-92.32863
0,TRAFFIC STOP,38.96538,-92.33227
0,TRAFFIC STOP,38.9647,-92.3339
0,TRAFFIC STOP,38.989814,-92.324272
0,WARRANT,38.9647,-92.3339
0,TRAFFIC STOP,38.9647,-92.3339
0,SUSPICIOUS VEHICLE,38.9802,-92.3113
0,SUSPICIOUS VEHICLE,38.89945,-92.34589
0,TRAFFIC STOP,38.983742,-92.334023
0,DISTURBANCE,38.9541,-92.33375
0,PEACE DISTURBANCE,38.93615,-92.3585
0,DISTURBANCE,38.9665,-92.3515
0,LAW ALARM,38.96485,-92.32419
0,TRAFFIC STOP,38.95033,-92.32738
0,TRAFFIC HAZARD,38.97119,-92.32184
0,TRESPASSING,38.95933,-92.33237
0,STALLED VEHICLE,38.95019,-92.326
0,KEEP THE PEACE,38.9485,-92.3276
0,SUSPICIOUS VEHICLE,38.96603,-92.32151
0,TRAFFIC HAZARD,38.9563,-92.3405
0,SUSPICIOUS PERSON,38.90664,-92.39662
0,LAW ALARM,38.97343,-92.33593
0,SPECIAL ASSIGNMENT,38.90182,-92.33708
0,ASSIST FIRE,38.96234,-92.3407
0,LAW ALARM,38.9708,-92.3989
0,DISTURBANCE,38.9569,-92.3317
0,TRAFFIC STOP,38.95016,-92.33567
0,TRAFFIC,38.954,-92.3714
0,911 CHECKS,38.91703,-92.33656
0,LARCENY,38.95589,-92.3346
0,911 CHECKS,38.99081,-92.30304
0,HARASSMENT,38.9585,-92.3388
0,911 CHECKS,38.96912,-92.34985
0,LARCENY,38.94763,-92.39701
0,911 CHECKS,38.9724,-92.3436
0,PUBLIC RELATIONS,38.9589,-92.3476
0,CHECK SUBJECT,38.94986,-92.397
0,911 CHECKS,38.91703,-92.33656
0,TRAFFIC,38.89,-92.40298
0,PARKING VIOLATION,38.94809,-92.3734
0,911 CHECKS,38.94991,-92.33378
0,PUBLIC RELATIONS,38.94763,-92.39701
0,PUBLIC RELATIONS,38.94986,-92.397
0,ROBBERY,38.98047,-92.32179
0,SPECIAL ASSIGNMENT,38.87789,-92.37535
0,RECOVER PROPERTY,38.94441,-92.37265
0,PUBLIC RELATIONS,38.95633,-92.33356
0,TRAFFIC STOP,38.95633,-92.33356
0,ASSIST FIRE,38.95633,-92.33356
0,SPECIAL ASSIGNMENT,38.96281,-92.33612
0,LAW ALARM,39.0073,-92.3177
0,SPECIAL ASSIGNMENT,39.00669,-92.31932
0,SPECIAL ASSIGNMENT,38.9525,-92.3305
0,TRAFFIC STOP,38.9525,-92.3305
0,SPECIAL ASSIGNMENT,38.94809,-92.3734
0,SPECIAL ASSIGNMENT,38.964,-92.3212
0,911 CHECKS,38.87392,-92.38134
0,PUBLIC RELATIONS,38.96419,-92.37769
0,TRAFFIC,38.90182,-92.33708
0,DISTURBANCE,38.961,-92.334
0,LARCENY,38.87392,-92.38134
0,TRAFFIC STOP,39.0008,-92.3235
0,PUBLIC RELATIONS,38.9546,-92.3334
0,TRAFFIC STOP,38.95893,-92.33719
0,911 CHECKS,38.95236,-92.32207
0,DISTURBANCE,38.971,-92.3257
0,HARASSMENT,38.9717,-92.326
0,ACCIDENT,38.99753,-92.31463
0,ACCIDENT,38.91748,-92.33725
0,DISTURBANCE,39.0024,-92.3179
0,HARASSMENT,38.9578,-92.3371
0,VANDALISM,38.96412,-92.33666
0,ACCIDENT,39.0024,-92.3179
0,SPECIAL ASSIGNMENT,38.958,-92.3195
0,TRAFFIC STOP,39.00744,-92.31621
0,ASSIST OTHER AGENCY,38.9891,-92.32397
0,TRAFFIC STOP,38.9612,-92.3424
0,911 CHECKS,38.9699,-92.3824
0,VANDALISM,39.0015,-92.3127
0,TRAFFIC STOP,38.900557,-92.360253
0,911 CHECKS,38.9315,-92.3997
0,ACCIDENT,38.96281,-92.33612
0,911 CHECKS,38.9525,-92.3305
0,PUBLIC RELATIONS,38.95797,-92.34963
0,SPECIAL ASSIGNMENT,38.9923,-92.33347
0,LARCENY,38.93927,-92.35941
0,SUSPICIOUS INCIDENT,38.95633,-92.33356
0,FOOT PATROL,38.9546,-92.3377
0,CIVIL MATTER,38.96607,-92.35417
0,LARCENY,38.95696,-92.38247
0,911 CHECKS,38.9602,-92.3341
0,FRAUD,38.9769,-92.37542
0,SUSPICIOUS PERSON,38.95059,-92.37353
0,RECOVER PROPERTY,38.97609,-92.30821
0,TRAFFIC,38.95864,-92.36492
0,DISTURBANCE,38.9075,-92.3448
0,ASSIST CITIZEN,38.96923,-92.34873
0,911 CHECKS,38.954,-92.3714
0,911 CHECKS,38.94791,-92.32343
0,ACCIDENT,38.95108,-92.33983
0,TRESPASS SUBJECT,38.9546,-92.3296
0,DISTURBANCE,38.95633,-92.33356
0,ASSAULT,38.96421,-92.3557
0,FRAUD,38.96724,-92.34795
0,TRAFFIC STOP,38.97198,-92.32669
0,ABANDONED VEHICLE,38.954,-92.3714
0,AUTO THEFT,38.96138,-92.38757
0,TRAFFIC HAZARD,38.93374,-92.38701
0,911 CHECKS,38.8922,-92.3377
0,FOOT PATROL,38.95512,-92.32853
0,LAW ALARM,38.962,-92.36506
0,TRAFFIC STOP,38.95631,-92.31904
0,ABANDONED VEHICLE,38.92311,-92.35815
0,911 CHECKS,38.9527,-92.3341
0,FRAUD,38.9504,-92.33325
0,ACCIDENT,38.91128,-92.35363
0,ABANDONED VEHICLE,38.98505,-92.32517
0,FOOT PATROL,38.963094,-92.358294
0,DISTURBANCE,38.9531,-92.3623
0,VANDALISM,39.00063,-92.31297
0,KEEP THE PEACE,38.95873,-92.33677
0,ASSIST OTHER AGENCY,38.95432,-92.34022
0,LARCENY MV,38.9505,-92.3265
0,911 CHECKS,38.96512,-92.33493
0,911 CHECKS,39.0058,-92.3189
0,PARKING VIOLATION,38.94987,-92.32676
0,SUSPICIOUS PERSON,38.98431,-92.31036
0,AUTO THEFT,38.89533,-92.33979
0,SUSPICIOUS INCIDENT,38.9526,-92.3308
0,BURGLARY,38.95227,-92.33333
0,LARCENY MV,38.9623,-92.3449
0,911 CHECKS,38.9841,-92.334
0,C&I DRIVING,38.895,-92.34219
0,SUSPICIOUS VEHICLE,39.00882,-92.33522
0,911 CHECKS,38.95032,-92.32844
0,ASSIST OTHER AGENCY,38.94871,-92.33393
0,ASSIST CITIZEN,38.90843,-92.35494
0,TRESPASSING,38.9584,-92.3154
0,TRAFFIC STOP,38.95884,-92.31682
0,PARKING VIOLATION,38.97289,-92.33596
0,TRESPASS SUBJECT,38.97539,-92.3243
0,TRAFFIC STOP,38.90084,-92.36561
0,ASSIST OTHER AGENCY,38.96335,-92.36559
0,CIVIL MATTER,38.87067,-92.3796
0,LAW ALARM,38.9504,-92.33325
0,911 CHECKS,38.99708,-92.31589
0,LARCENY,39.00077,-92.31671
0,911 CHECKS,38.97802,-92.33315
0,911 CHECKS,38.91974,-92.33761
0,ABANDONED VEHICLE,38.94263,-92.33032
0,BURGLARY,38.95317,-92.35706
0,DISTURBANCE,38.96541,-92.36496
0,911 CHECKS,38.9691,-92.3337
0,TRAFFIC STOP,38.95443,-92.34557
0,LAW ALARM,38.94263,-92.33032
0,DISTURBANCE,38.9899,-92.32768
0,LAW ALARM,38.98985,-92.32277
0,LARCENY MV,38.95033,-92.32738
0,DEATH INVESTIGATION,38.9614,-92.3135
0,RECOVER PROPERTY,39.00625,-92.31783
0,STALLED VEHICLE,38.91005,-92.34497
0,911 CHECKS,38.89846,-92.35316
0,LAW ALARM,38.95434,-92.33679
0,911 CHECKS,38.95173,-92.32404
0,SUSPICIOUS INCIDENT,38.96946,-92.32725
0,911 CHECKS,38.95547,-92.33671
0,AUTO THEFT,38.911,-92.33687
0,911 CHECKS,38.96612,-92.32394
0,CHECK SUBJECT,38.94781,-92.32688
0,PEACE DISTURBANCE,38.9525,-92.3305
0,LAW ALARM,38.9496,-92.333
0,ASSAULT,38.94991,-92.33378
0,CHECK SUBJECT,38.95104,-92.40544
0,TRESPASSING,38.97245,-92.36267
0,TRAFFIC HAZARD,38.91778,-92.34849
0,CHECK SUBJECT,38.95663,-92.33509
0,TRAFFIC STOP,38.98455,-92.36872
0,TRAFFIC STOP,38.95948,-92.3338
0,LAW ALARM,38.97247,-92.33092
0,DISTURBANCE,38.98405,-92.33006
0,MISSING PERSON,38.94935,-92.3338
0,TRAFFIC,38.95716,-92.33574
0,CHECK SUBJECT,38.9835,-92.3368
0,TRESPASS SUBJECT,39.00672,-92.31949
0,911 CHECKS,38.9641,-92.3293
0,TRAFFIC STOP,38.96134,-92.32603
0,CHECK THE WELFARE,38.9629,-92.37609
0,LARCENY MV,38.95184,-92.32912
0,TRAFFIC STOP,38.96367,-92.32405
0,SPECIAL ASSIGNMENT,38.9495,-92.3287
0,TRAFFIC STOP,38.94691,-92.35859
0,TRAFFIC STOP,38.9395,-92.3996
0,SUSPICIOUS INCIDENT,38.9515,-92.3237
0,911 CHECKS,38.96561,-92.31993
0,TRAFFIC STOP,38.97245,-92.36267
0,911 CHECKS,38.9504,-92.33325
0,FOOT PATROL,38.95215,-92.34751
0,ACCIDENT,38.90289,-92.34396
0,CIVIL MATTER,38.95184,-92.32912
0,DISTURBANCE,38.9926,-92.32776
0,SPECIAL ASSIGNMENT,38.98465,-92.32431
0,VANDALISM,38.98868,-92.32628
0,911 CHECKS,38.95339,-92.32624
0,DISTURBANCE,38.91778,-92.34849
0,PARKING VIOLATION,38.92438,-92.33976
0,ASSIST MEDICS,38.9504,-92.33325
0,FOOT PATROL,38.93041,-92.36469
0,ACCIDENT,38.911,-92.33687
0,FRAUD,38.911,-92.33687
0,PEACE DISTURBANCE,39.0073,-92.3177
0,PEACE DISTURBANCE,38.9379,-92.3343
0,ACCIDENT,38.91794,-92.34127
0,ABANDONED VEHICLE,38.96622,-92.36725
0,CIVIL MATTER,38.95177,-92.35218
0,911 CHECKS,38.96622,-92.34412
0,PARKING VIOLATION,38.95317,-92.35706
0,911 CHECKS,38.9514,-92.3423
0,DISTURBANCE,38.9525,-92.3305
0,DISTURBANCE,38.9525,-92.3402
0,ASSIST CITIZEN,38.9775,-92.3513
0,C&I DRIVING,38.9564,-92.3216
0,911 CHECKS,38.9516,-92.3297
0,TRAFFIC,38.95248,-92.33047
0,CHECK SUBJECT,38.95248,-92.33047
0,ACCIDENT,38.95248,-92.33047
0,ASSIST CITIZEN,38.97187,-92.31004
0,PARKING VIOLATION,39.00882,-92.33522
0,LAW ALARM,38.94616,-92.39607
0,ASSIST OTHER AGENCY,38.95248,-92.33047
0,CHECK SUBJECT,38.94658,-92.41037
0,ASSIST CITIZEN,38.9569,-92.3215
0,LAW ALARM,38.9613,-92.3725
0,ASSIST MEDICS,38.971,-92.3337
0,TRAFFIC HAZARD,38.96315,-92.32553
0,ASSIST FIRE,38.95878,-92.37469
0,TRESPASSING,38.94232,-92.33234
0,ACCIDENT,38.93672,-92.37432
0,LAW ALARM,38.9687,-92.325
0,911 CHECKS,38.9504,-92.33325
0,OTHER OFFENSE,38.93729,-92.36064
0,SUSPICIOUS PERSON,38.866231,-92.386016
0,TRAFFIC HAZARD,38.90828,-92.35279
0,TRAFFIC OBSERVATION,38.96017,-92.32459
0,911 CHECKS,38.94692,-92.37893
0,SUSPICIOUS PERSON,38.97173,-92.32763
0,TRAFFIC HAZARD,38.95064,-92.32739
0,LAW ALARM,38.97022,-92.31592
0,ACCIDENT,38.90927,-92.35601
0,DISTURBANCE,38.91739,-92.34905
0,ACCIDENT,38.97022,-92.31592
0,LAW ALARM,38.97039,-92.33199
0,LAW ALARM,38.99039,-92.32784
0,PARKING VIOLATION,39.00414,-92.31426
0,911 CHECKS,38.98431,-92.31036
0,LAW ALARM,38.8998,-92.34648
0,PEACE DISTURBANCE,38.96384,-92.32583
0,911 CHECKS,38.9487,-92.31888
0,ABANDONED VEHICLE,38.95459,-92.34509
0,BURGLARY,38.9675,-92.36555
0,DISTURBANCE,38.94941,-92.3595
0,DISTURBANCE,38.96668,-92.33325
0,KEEP THE PEACE,38.9515,-92.3276
0,DISTURBANCE,38.96201,-92.32581
0,ACCIDENT,38.95339,-92.32624
0,LEAVING THE SCENE ACCIDENT,38.9158,-92.36394
0,PARKING VIOLATION,38.99266,-92.32523
0,ABANDONED VEHICLE,38.8896,-92.35341
0,LAW ALARM,38.94939,-92.37105
0,CHECK SUBJECT,38.9453,-92.31947
0,911 CHECKS,38.93602,-92.35945
0,SUSPICIOUS INCIDENT,38.97245,-92.36267
0,PARKING VIOLATION,38.88609,-92.41671
0,FOOT PATROL,38.91778,-92.34401
0,911 CHECKS,38.95069,-92.33115
0,PARKING VIOLATION,38.9608,-92.36461
0,BURGLARY,39.00663,-92.31932
0,PEACE DISTURBANCE,38.93828,-92.32926
0,SUSPICIOUS PERSON,38.97597,-92.32684
0,SUSPICIOUS VEHICLE,38.9817,-92.37233
0,KEEP THE PEACE,38.96106,-92.3428
0,TRAFFIC STOP,38.94593,-92.38327
0,CHECK THE WELFARE,38.96741,-92.34617
0,LARCENY,38.97241,-92.3739
0,911 CHECKS,38.97228,-92.33667
0,CIVIL MATTER,38.9584,-92.3187
0,ASSIST MEDICS,38.9466,-92.3715
0,LARCENY,38.95705,-92.32109
0,TRAFFIC HAZARD,38.94447,-92.38168
0,ASSIST FIRE,38.97228,-92.33667
0,LAW ALARM,38.9527,-92.3341
0,LAW ALARM,38.87613,-92.37907
0,TRAFFIC STOP,38.96246,-92.32732
0,BURGLARY,38.9666,-92.3526
0,SUSPICIOUS PERSON,38.96542,-92.36555
0,HARASSMENT,38.9563,-92.3405
0,TRESPASSING,38.96504,-92.33335
0,CHECK SUBJECT,38.95945,-92.31475
0,VANDALISM,38.93573,-92.35954
0,ASSIST CITIZEN,38.9616,-92.36767
0,911 CHECKS,38.88801,-92.34481
0,LAW ALARM,38.94128,-92.38969
0,ASSIST CITIZEN,38.96179,-92.36325
0,911 CHECKS,38.89272,-92.3869
0,TRESPASS SUBJECT,38.9647,-92.3339
0,HARASSMENT,38.96286,-92.36549
0,ACCIDENT,38.9667,-92.3712
0,911 CHECKS,38.9543,-92.3415
0,911 CHECKS,38.9515,-92.3237
0,ACCIDENT,38.96591,-92.37071
0,SUSPICIOUS INCIDENT,38.9474,-92.3267
0,TRAFFIC STOP,38.9652,-92.3386
0,ACCIDENT,38.9551,-92.3847
0,PARKING VIOLATION,38.88768,-92.34492
0,SUSPICIOUS PERSON,38.96542,-92.36555
0,LEAVING THE SCENE ACCIDENT,38.97711,-92.33934
0,DISTURBANCE,38.94965,-92.32589
0,DISTURBANCE,38.9498,-92.40574
0,ACCIDENT,38.96737,-92.34531
0,LAW ALARM,38.95688,-92.37278
0,TRESPASS SUBJECT,39.00741,-92.31611
0,MISSING PERSON,38.9466,-92.3715
0,TRESPASSING,38.95971,-92.3452
0,C&I DRIVING,38.9504,-92.33325
0,DISTURBANCE,38.9504,-92.33325
0,CHECK SUBJECT,38.93773,-92.36425
0,HARASSMENT,38.95001,-92.33882
0,LARCENY MV,38.9558,-92.3228
0,TRAFFIC STOP,38.93255,-92.37933
0,CIVIL MATTER,38.96488,-92.338
0,TRESPASSING,38.95696,-92.38247
0,SUSPICIOUS PERSON,38.97637,-92.37263
0,911 CHECKS,38.98699,-92.32604
0,DISTURBANCE,39.001,-92.3173
0,LOCKOUT,38.97052,-92.33297
0,TRESPASSING,38.96327,-92.37416
0,AUTO THEFT,38.97245,-92.36267
0,DISTURBANCE,38.89704,-92.34573
0,911 CHECKS,38.99274,-92.32319
0,SUSPICIOUS VEHICLE,38.9602,-92.32905
0,TRESPASSING,38.94929,-92.32475
0,911 CHECKS,39.0009,-92.3128
0,911 CHECKS,38.99226,-92.32432
0,TRAFFIC STOP,38.9938,-92.3023
0,911 CHECKS,38.95482,-92.33158
0,TRESPASS SUBJECT,38.96308,-92.37293
0,911 CHECKS,38.96199,-92.3515
0,ASSIST OFFICER,38.95724,-92.34071
0,WARRANT,38.98017,-92.3252
0,911 CHECKS,38.95232,-92.32844
0,VANDALISM,38.94825,-92.32744
0,LAW ALARM,38.95733,-92.32234
0,911 CHECKS,39.00077,-92.31479
0,LAW ALARM,38.9653,-92.3712
0,LAW ALARM,38.95652,-92.36521
0,RECOVER PROPERTY,38.95772,-92.33949
0,LAW ALARM,38.9102,-92.3349
0,DISTURBANCE,38.96173,-92.36507
0,911 CHECKS,38.96202,-92.36455
0,911 CHECKS,38.9517,-92.333
0,911 CHECKS,38.96542,-92.36555
0,911 CHECKS,38.9551,-92.3847
0,911 CHECKS,38.9564,-92.3216
0,LEAVING THE SCENE ACCIDENT,38.97009,-92.3477
0,BURGLARY,38.93581,-92.3611
0,LAW ALARM,38.9891,-92.32397
0,ASSIST OFFICER,38.9546,-92.3598
0,VANDALISM,38.98047,-92.32518
0,CIVIL MATTER,38.97597,-92.32684
0,LARCENY,38.97524,-92.30898
0,TRAFFIC HAZARD,38.95733,-92.32123
0,LARCENY MV,38.95203,-92.37025
0,LARCENY MV,38.96456,-92.32327
0,BURGLARY,38.95722,-92.35151
0,TRESPASSING,38.96198,-92.32414
0,LARCENY,38.9381,-92.3593
0,CHECK SUBJECT,38.99216,-92.31048
0,DWI,38.9599,-92.3574
0,ASSIST OTHER AGENCY,38.9555,-92.3342
0,911 CHECKS,38.96485,-92.32419
0,TRAFFIC HAZARD,38.97071,-92.32614
0,WARRANT,38.97071,-92.32614
0,DISTURBANCE,38.96485,-92.32419
0,LEAVING THE SCENE ACCIDENT,38.9494,-92.3992
0,CHECK SUBJECT,38.96387,-92.32621
0,SHOTS FIRED,38.95173,-92.32404
0,PEACE DISTURBANCE,38.96485,-92.32419
0,DISTURBANCE,38.95168,-92.32661
0,PARKING VIOLATION,38.98582,-92.34608
0,CHECK SUBJECT,38.9662,-92.3494
0,SHOTS FIRED,38.94676,-92.33476
0,LAW ALARM,38.92919,-92.40015
0,TRAFFIC HAZARD,38.95179,-92.32366
0,DWI,38.9515,-92.3255
0,DISTURBANCE,38.9715,-92.3301
0,TRESPASSING,38.92919,-92.40015
0,SHOTS HEARD,38.9515,-92.3255
0,ACCIDENT,38.96391,-92.36565
0,ASSIST FIRE,38.9891,-92.32397
0,FOOT PATROL,38.92335,-92.34065
0,911 CHECKS,38.9589,-92.3179
0,911 CHECKS,38.95526,-92.32343
0,911 CHECKS,38.96715,-92.36176
0,DISTURBANCE,38.9682,-92.3685
0,DISTURBANCE,38.95899,-92.35027
0,911 CHECKS,38.99437,-92.31592
0,911 CHECKS,38.96379,-92.35788
0,PEACE DISTURBANCE,38.91,-92.3323
0,TRAFFIC STOP,38.9601,-92.3248
0,TRAFFIC STOP,38.964,-92.3212
0,911 CHECKS,38.97771,-92.37723
0,ACCIDENT,38.9109,-92.3817
0,911 CHECKS,38.95889,-92.32849
0,911 CHECKS,38.96263,-92.32737
0,911 CHECKS,38.97052,-92.33297
0,DISTURBANCE,38.9546,-92.3355
0,TRAFFIC STOP,38.96612,-92.32394
0,ASSAULT,38.96333,-92.37578
0,911 CHECKS,38.9551,-92.3847
0,LEAVING THE SCENE ACCIDENT,38.9658,-92.3736
0,SUSPICIOUS VEHICLE,38.9543,-92.3761
0,ASSIST FIRE,38.94929,-92.32219
0,911 CHECKS,38.9481,-92.32744
0,TRAFFIC STOP,38.90726,-92.33772
0,DISTURBANCE,38.98597,-92.3695
0,SUSPICIOUS VEHICLE,38.96327,-92.37416
0,TRESPASS SUBJECT,38.9526,-92.3578
1,DISTURBANCE,0.0,0.0
1,911 CHECKS,0.0,0.0
1,SPECIAL ASSIGNMENT,0.0,0.0
1,911 CHECKS,0.0,0.0
1,911 CHECKS,0.0,0.0
1,LAW ALARM,0.0,0.0
1,911 CHECKS,0.0,0.0
1,911 CHECKS,0.0,0.0
1,911 CHECKS,0.0,0.0
1,TRAFFIC STOP,0.0,0.0
1,CIVIL MATTER,0.0,0.0
1,ACCIDENT,0.0,0.0
1,ACCIDENT,0.0,0.0
1,WARRANT,0.0,0.0
1,ACCIDENT,0.0,0.0
1,LAW ALARM,0.0,0.0
1,TRAFFIC,0.0,0.0
1,911 CHECKS,0.0,0.0
1,TRAFFIC,0.0,0.0
1,OTHER OFFENSE,0.0,0.0
1,911 CHECKS,0.0,0.0
1,911 CHECKS,0.0,0.0
1,911 CHECKS,0.0,0.0
1,SPECIAL ASSIGNMENT,0.0,0.0
1,LEAVING THE SCENE ACCIDENT,0.0,0.0
1,DISTURBANCE,0.0,0.0
1,TRAFFIC STOP,0.0,0.0
1,SUSPICIOUS VEHICLE,0.0,0.0
1,DISTURBANCE,0.0,0.0
1,INVESTIGATION,0.0,0.0
1,SUSPICIOUS INCIDENT,0.0,0.0
1,CHECK SUBJECT,0.0,0.0
1,DISTURBANCE,0.0,0.0
1,911 CHECKS,0.0,0.0
1,911 CHECKS,0.0,0.0
1,BURGLARY,0.0,0.0
1,TRAFFIC STOP,0.0,0.0
1,ACCIDENT,0.0,0.0
1,STALLED VEHICLE,0.0,0.0
1,ASSAULT,0.0,0.0
1,911 CHECKS,0.0,0.0
1,MISSING PERSON,0.0,0.0
1,PUBLIC RELATIONS,0.0,0.0
1,SPECIAL ASSIGNMENT,0.0,0.0
1,TRAFFIC STOP,0.0,0.0
1,TRAFFIC STOP,0.0,0.0
1,VANDALISM,0.0,0.0
1,PARKING VIOLATION,0.0,0.0
1,SUSPICIOUS PERSON,0.0,0.0
1,911 CHECKS,0.0,0.0
1,CHECK SUBJECT,0.0,0.0
1,911 CHECKS,0.0,0.0
1,911 CHECKS,0.0,0.0
1,911 CHECKS,0.0,0.0
1,RECOVER PROPERTY,0.0,0.0
1,DISTURBANCE,0.0,0.0
1,CHECK SUBJECT,0.0,0.0
1,TRAFFIC STOP,0.0,0.0
1,911 CHECKS,0.0,0.0
2,LAW ALARM,38.97468,-92.28922
2,911 CHECKS,38.94894,-92.30665
2,TRAFFIC STOP,38.9494,-92.3105
2,DISTURBANCE,38.91312,-92.32405
2,BURGLARY,38.97298,-92.26721
2,TRAFFIC STOP,38.96,-92.2532
2,STALLED VEHICLE,38.9883,-92.2858
2,911 CHECKS,38.961611,-92.308831
2,PEACE DISTURBANCE,38.9608,-92.28674
2,TRESPASS SUBJECT,38.97205,-92.26854
2,CHECK SUBJECT,38.9657,-92.2694
2,TRAFFIC STOP,38.9129,-92.2935
2,SUSPICIOUS PERSON,38.96668,-92.2691
2,LARCENY,38.97446,-92.26271
2,LAW ALARM,38.96766,-92.27625
2,BURGLARY,38.96869,-92.2696
2,TRAFFIC,38.9601,-92.2552
2,TRAFFIC STOP,38.954,-92.2925
2,TRAFFIC OBSERVATION,38.9464,-92.2935
2,TRAFFIC STOP,38.9668,-92.2915
2,STALLED VEHICLE,38.9322,-92.2948
2,911 CHECKS,38.9613,-92.2852
2,CHECK SUBJECT,38.98081,-92.29148
2,DISTURBANCE,38.97632,-92.30499
2,911 CHECKS,38.929777,-92.244892
2,PARKING VIOLATION,38.95327,-92.29662
2,VANDALISM,38.9649,-92.2982
2,ABANDONED VEHICLE,38.9642,-92.2557
2,BURGLARY,38.93214,-92.26205
2,PARKING VIOLATION,38.9121,-92.2996
2,TRAFFIC,38.9133,-92.304
2,911 CHECKS,38.96283,-92.31125
2,LAW ALARM,38.97115,-92.2634
2,BURGLARY,38.97074,-92.2637
2,SUSPICIOUS PERSON,38.98467,-92.29291
2,WARRANT,38.96329,-92.29079
2,PARKING VIOLATION,38.98081,-92.29148
2,BURGLARY,38.98354,-92.28645
2,911 CHECKS,38.9555,-92.29
2,LARCENY,38.91065,-92.33114
2,911 CHECKS,38.89277,-92.29838
2,LARCENY,38.97107,-92.30984
2,911 CHECKS,38.99224,-92.2509
2,911 CHECKS,38.9626,-92.3111
2,ACCIDENT,38.96329,-92.29079
2,FORGERY,38.96423,-92.2889
2,DISTURBANCE,38.97171,-92.30481
2,TRAFFIC,38.9664,-92.3058
2,RECOVER PROPERTY,38.94867,-92.29954
2,911 CHECKS,38.96056,-92.28981
2,CHECK THE WELFARE,38.9211,-92.3171
2,HARASSMENT,38.96933,-92.30462
2,911 CHECKS,38.94902,-92.31419
2,ACCIDENT,38.9465,-92.2938
2,TRESPASSING,38.95495,-92.29669
2,PARKING VIOLATION,38.9447,-92.3179
2,RECOVER PROPERTY,38.9617,-92.2921
2,LAW ALARM,38.96423,-92.2889
2,LARCENY,38.94961,-92.31283
2,LAW ALARM,38.97118,-92.30376
2,TRAFFIC STOP,38.96361,-92.24995
2,ASSIST CITIZEN,38.94535,-92.31524
2,TRAFFIC STOP,38.961,-92.2813
2,CHECK SUBJECT,38.97744,-92.26002
2,TRAFFIC STOP,38.9654,-92.26252
2,LAW ALARM,38.9695,-92.2213
2,SUSPICIOUS PERSON,38.91077,-92.29854
2,ACCIDENT,38.9803,-92.25782
2,SUSPICIOUS PERSON,38.91221,-92.29249
2,911 CHECKS,38.9597,-92.2379
2,DISTURBANCE,38.9636,-92.2918
2,DISTURBANCE,38.96239,-92.25892
2,ASSAULT,38.95495,-92.29669
2,911 CHECKS,38.94337,-92.29468
2,DISTURBANCE,38.97509,-92.27003
2,STALLED VEHICLE,38.9611,-92.2737
2,911 CHECKS,38.90384,-92.28607
2,911 CHECKS,38.95257,-92.29414
2,CHECK SUBJECT,38.96195,-92.29775
2,TRAFFIC HAZARD,38.9627,-92.2962
2,DWI,38.9322,-92.2948
2,SHOPLIFTING,38.95495,-92.29669
2,HARASSMENT,38.98173,-92.29268
2,ASSAULT,38.96509,-92.30931
2,911 CHECKS,38.90875,-92.294158
2,TRAFFIC HAZARD,38.94442,-92.31811
2,HARASSMENT,38.97944,-92.29337
2,LARCENY,38.94827,-92.30867
2,HARASSMENT,39.00265,-92.28127
2,TRESPASSING,38.96834,-92.30648
2,TRAFFIC STOP,38.9639,-92.31
2,TRAFFIC STOP,38.9805,-92.3025
2,TRESPASSING,38.94907,-92.31419
2,ASSAULT,38.96955,-92.29756
2,STALLED VEHICLE,38.973,-92.2971
2,SUSPICIOUS PERSON,38.95495,-92.29669
2,911 CHECKS,38.97901,-92.28938
2,911 CHECKS,38.90923,-92.31313
2,ASSIST MEDICS,38.953,-92.301
2,DISTURBANCE,38.96958,-92.29768
2,FOOT PATROL,38.9515,-92.31114
2,911 CHECKS,38.9766,-92.283
2,CHECK TRAFFIC LIGHTS,38.9619,-92.2921
2,DISTURBANCE,38.96719,-92.28659
2,ACCIDENT,38.9485,-92.2958
2,911 CHECKS,38.9485,-92.2958
2,911 CHECKS,38.97925,-92.28414
2,LARCENY MV,38.97544,-92.2876
2,DISTURBANCE,38.99865,-92.28676
2,ASSIST CITIZEN,38.97234,-92.30666
2,LAW ALARM,38.98409,-92.28677
2,TRAFFIC STOP,38.9613,-92.3102
2,TRAFFIC STOP,38.9855,-92.2933
2,SUSPICIOUS PERSON,38.980876,-92.298194
2,SUSPICIOUS PERSON,38.91474,-92.30014
2,SUSPICIOUS INCIDENT,38.95436,-92.29832
2,CHECK SUBJECT,38.9766,-92.2971
2,TRAFFIC STOP,38.9674,-92.3093
2,SUSPICIOUS INCIDENT,38.95025,-92.2527
2,ASSIST FIRE,38.96298,-92.25737
2,SUSPICIOUS PERSON,38.98359,-92.25931
2,911 CHECKS,38.96292,-92.2573
2,911 CHECKS,38.94491,-92.29628
2,TRAFFIC STOP,38.96101753,-92.25198075
2,HARASSMENT,38.91077,-92.29854
2,LAW ALARM,38.95064,-92.25223
2,TRAFFIC STOP,38.9612,-92.2889
2,CHECK SUBJECT,38.96039,-92.29301
2,SUSPICIOUS INCIDENT,38.91014,-92.33013
2,CHECK BUILDING,38.99303,-92.28972
2,TRAFFIC STOP,38.9883,-92.2858
2,CHECK SUBJECT,38.95827,-92.2913
2,DWI,38.9134,-92.3188
2,TRAFFIC STOP,38.9731,-92.3025
2,TRAFFIC STOP,38.90663,-92.30305
2,TRAFFIC STOP,38.9776,-92.2977
2,TRAFFIC STOP,38.913,-92.2985
2,CHECK SUBJECT,38.9637,-92.3011
2,TRAFFIC STOP,39.0177,-92.2736
2,C&I DRIVING,39.0177,-92.2736
2,911 CHECKS,38.9552,-92.2939
2,911 CHECKS,38.97899,-92.28944
2,HARASSMENT,38.94894,-92.30665
2,TRAFFIC STOP,38.9429,-92.3069
2,911 CHECKS,38.94756,-92.30042
2,DISTURBANCE,38.96762,-92.30468
2,911 CHECKS,38.94756,-92.30042
2,TRAFFIC STOP,38.96962,-92.30517
2,911 CHECKS,38.95495,-92.29669
2,ASSIST FIRE,38.94571,-92.30242
2,HARASSMENT,38.97944,-92.29337
2,LAW ALARM,38.98069,-92.25578
2,TRAFFIC STOP,38.96328,-92.31124
2,911 CHECKS,38.9075,-92.3182
2,TRAFFIC STOP,38.97546,-92.29598
2,ACCIDENT,38.94909,-92.29437
2,SUSPICIOUS VEHICLE,38.95336,-92.29828
2,FRAUD,38.97511,-92.2465
2,C&I DRIVING,38.9617,-92.2921
2,911 CHECKS,38.9725,-92.2604
2,CHECK SUBJECT,38.96834,-92.30648
2,DISTURBANCE,38.96834,-92.30648
2,TRAFFIC STOP,38.9691,-92.2796
2,RECOVER PROPERTY,38.95733,-92.2592
2,CHECK SUBJECT,38.9617,-92.2921
2,911 CHECKS,38.97828,-92.30396
2,PARKING VIOLATION,38.95495,-92.29669
2,911 CHECKS,38.9588,-92.2932
2,VANDALISM,38.95142,-92.28973
2,TRAFFIC STOP,38.9434,-92.2867
2,LAW ALARM,38.9287,-92.31017
2,TRAFFIC HAZARD,38.9673,-92.3083
2,C&I DRIVING,38.9129,-92.2935
2,LOCKOUT,38.9464,-92.2935
2,ACCIDENT,38.9129,-92.2934
2,TRESPASSING,38.91271,-92.32172
2,TRAFFIC STOP,38.96288,-92.24961
2,911 CHECKS,38.98504,-92.26174
2,ACCIDENT,38.96174,-92.29412
2,LARCENY MV,38.94961,-92.31283
2,DWI,38.92062,-92.30805
2,911 CHECKS,38.97944,-92.29337
2,TRAFFIC STOP,38.97358,-92.30155
2,911 CHECKS,38.97571,-92.25293
2,TRAFFIC STOP,38.968,-92.3012
2,911 CHECKS,38.9909,-92.3015
2,TRAFFIC STOP,38.9785,-92.3025
2,LARCENY,38.94969,-92.29632
2,911 CHECKS,38.9884,-92.2931
2,MISSING PERSON,38.96877,-92.281
2,DWI,38.907367,-92.299836
2,DISTURBANCE,38.96293,-92.25857
2,LAW ALARM,38.92087,-92.30306
2,DWI,38.9134,-92.3188
2,DWI,38.9212,-92.3076
2,DWI,38.9212,-92.3076
2,DWI,38.9212,-92.3076
2,CHECK SUBJECT,38.94894,-92.30665
2,DWI,38.9212,-92.3076
2,VANDALISM,38.95145,-92.28979
2,ASSIST FIRE,38.9696,-92.3019
2,DISTURBANCE,38.96877,-92.281
2,CHECK SUBJECT,38.92964,-92.32181
2,LAW ALARM,38.96306,-92.30848
2,MISSING PERSON,38.97866,-92.28946
2,CHECK SUBJECT,38.9131,-92.3264
2,911 CHECKS,38.9682,-92.2791
2,CHECK SUBJECT,38.9131,-92.3264
2,CHECK SUBJECT,38.9131,-92.3264
2,DISTURBANCE,38.98354,-92.28645
2,LARCENY,38.94759,-92.31048
2,SPECIAL ASSIGNMENT,38.9131,-92.3264
2,SUSPICIOUS PERSON,38.93709,-92.29695
2,ACCIDENT,38.9494,-92.3105
2,STALLED VEHICLE,38.9523,-92.3121
2,LARCENY,38.94969,-92.29632
2,SUSPICIOUS INCIDENT,38.91014,-92.29817
2,TRAFFIC STOP,38.91351,-92.295444
2,HARASSMENT,38.9104,-92.29736
2,LARCENY MV,38.96785,-92.23706
2,911 CHECKS,38.91541,-92.31299
2,911 CHECKS,39.00317,-92.28136
2,LEAVING THE SCENE ACCIDENT,38.90369,-92.30488
2,TRAFFIC CONTROL,38.96174,-92.29412
2,TRAFFIC,38.96174,-92.29412
2,ASSIST FIRE,38.96778,-92.30456
2,911 CHECKS,38.91105,-92.32821
2,ACCIDENT,38.9485,-92.2958
2,CHECK TRAFFIC LIGHTS,38.96174,-92.29412
2,CHECK TRAFFIC LIGHTS,38.9639,-92.31
2,TRAFFIC HAZARD,38.9636,-92.2918
2,ACCIDENT,38.9469,-92.2995
2,911 CHECKS,38.95014,-92.3081
2,911 CHECKS,38.93014,-92.29964
2,CHECK SUBJECT,38.95579,-92.24997
2,DISTURBANCE,38.95533,-92.25007
2,TRAFFIC STOP,38.9639,-92.31
2,ABANDONED VEHICLE,38.95618,-92.31467
2,ABANDONED VEHICLE,38.946881,-92.310031
2,911 CHECKS,38.9668,-92.2915
2,TRAFFIC,38.98577,-92.29052
2,ASSIST OFFICER,38.90132,-92.30971
2,HARASSMENT,38.97388,-92.26002
2,ASSIST OFFICER,39.00386,-92.28286
2,ASSIST FIRE,38.9696,-92.3012
2,911 CHECKS,38.93014,-92.29964
2,FRAUD,38.96567,-92.30722
2,UNKNOWN PROBLEM,38.9594,-92.2923
2,ACCIDENT,38.9466,-92.2962
2,911 CHECKS,38.94915,-92.2961
2,LAW ALARM,38.91415,-92.29627
2,C&I DRIVING,38.90358,-92.3128
2,LAW ALARM,38.95014,-92.3081
2,911 CHECKS,38.91041,-92.30457
2,911 CHECKS,38.96,-92.2532
2,911 CHECKS,38.95919,-92.30454
2,DWI,38.90976,-92.31293
2,911 CHECKS,38.9695,-92.2213
2,ASSIST OTHER AGENCY,39.0177,-92.2736
2,SPECIAL ASSIGNMENT,38.96282,-92.2572
2,DISTURBANCE,38.95739,-92.26042
2,SUSPICIOUS PERSON,38.9142,-92.329
2,FRAUD,38.97431,-92.30058
2,911 CHECKS,38.9682,-92.2808
2,911 CHECKS,38.91021,-92.330863
2,FOOT PATROL,38.99509,-92.28828
2,VANDALISM,38.9617,-92.2921
2,CHECK SUBJECT,38.96346,-92.28559
2,BURGLARY,38.9619,-92.2921
2,ACCIDENT,38.9682,-92.2808
2,PEACE DISTURBANCE,38.96842,-92.28077
2,911 CHECKS,38.99052,-92.30089
2,LOCKOUT,39.00386,-92.28286
2,911 CHECKS,38.9844,-92.2934
2,ASSIST CITIZEN,38.98173,-92.29268
2,LAW ALARM,38.95495,-92.29669
2,911 CHECKS,38.98395,-92.29126
2,SUSPICIOUS INCIDENT,38.9287,-92.256
2,TRAFFIC STOP,38.96443,-92.29003
2,TRAFFIC STOP,38.98173,-92.29268
2,LAW ALARM,38.91014,-92.29817
2,LAW ALARM,38.95729,-92.29121
2,911 CHECKS,38.9639,-92.31
2,HARASSMENT,38.9617,-92.2921
2,CHECK SUBJECT,38.949,-92.3171
2,UNKNOWN PROBLEM,38.95025,-92.2527
2,SUSPICIOUS INCIDENT,38.91512,-92.31201
2,TRAFFIC STOP,38.9617,-92.2921
2,TRAFFIC STOP,38.96834,-92.30648
2,TRAFFIC,38.96834,-92.30648
2,ACCIDENT,38.91312,-92.32405
2,LAW ALARM,38.95495,-92.29669
2,LARCENY MV,38.9583,-92.3131
2,TRAFFIC STOP,38.90786,-92.29963
2,CHECK SUBJECT,38.9465,-92.2938
2,DISTURBANCE,38.96101753,-92.25198075
2,911 CHECKS,38.9075,-92.31
2,LEAVING THE SCENE ACCIDENT,38.9321,-92.2951
2,FIREWORKS,38.96775,-92.30369
2,TRAFFIC HAZARD,38.9555,-92.2488
2,ASSIST OTHER AGENCY,38.9602,-92.2365
2,LEAVING THE SCENE ACCIDENT,38.93051,-92.31384
2,CIVIL MATTER,38.9731,-92.3025
2,TRAFFIC STOP,38.95007,-92.25449
2,911 CHECKS,38.97499,-92.25423
2,ACCIDENT,38.96388,-92.25779
2,PEACE DISTURBANCE,38.9503,-92.255
2,911 CHECKS,38.90358,-92.30795
2,TRESPASSING,38.90944,-92.30751
2,FOOT PATROL,38.95327,-92.29662
2,PEACE DISTURBANCE,38.96334,-92.28906
2,TRAFFIC STOP,38.96053,-92.28397
2,911 CHECKS,38.9681,-92.3074
2,911 CHECKS,39.01307,-92.25469
2,CHECK SUBJECT,38.9664,-92.3058
2,TRAFFIC HAZARD,38.96946,-92.2963
2,CHECK THE WELFARE,38.9562,-92.31467
2,PEACE DISTURBANCE,38.96324,-92.28991
2,FRAUD,38.98196,-92.28646
2,HARASSMENT,38.92044,-92.31809
2,TRAFFIC HAZARD,38.96277,-92.2507
2,911 CHECKS,38.95661,-92.26231
2,TRAFFIC OBSERVATION,38.8982,-92.2806
2,ASSIST FIRE,38.9453,-92.31514
2,LITTERING,38.91454,-92.31302
2,PARKING VIOLATION,38.946881,-92.310031
2,VANDALISM,38.9588,-92.29112
2,CHECK THE WELFARE,38.96093,-92.2507
2,VANDALISM,38.96324,-92.28991
2,CHECK SUBJECT,38.95495,-92.29669
2,LAW ALARM,38.93014,-92.29964
2,PARKING VIOLATION,38.96355,-92.28626
2,ASSIST OTHER AGENCY,38.99627,-92.28679
2,DISTURBANCE,38.9129,-92.2935
2,RECOVER PROPERTY,39.00898,-92.27117
2,ASSIST MEDICS,38.91512,-92.31201
2,SUSPICIOUS INCIDENT,38.9717,-92.276
2,BURGLARY,38.96788,-92.30144
2,VANDALISM,38.9192,-92.2879
2,LAW ALARM,38.94469,-92.30102
2,TRAFFIC,38.91014,-92.29817
2,PEACE DISTURBANCE,38.91206,-92.30536
2,VANDALISM,38.9575,-92.2934
2,WARRANT,38.9855,-92.2973
2,DISTURBANCE,38.91014,-92.29817
2,ACCIDENT,38.94971,-92.25466
2,LAW ALARM,38.99649,-92.2876
2,LAW ALARM,38.91197,-92.31005
2,LAW ALARM,38.91312,-92.32405
2,FOOT PATROL,38.9129,-92.2938
2,HARASSMENT,38.90893,-92.30443
2,911 CHECKS,38.99627,-92.28549
2,PARKING VIOLATION,38.96781,-92.30199
2,911 CHECKS,38.9855,-92.261
2,SUSPICIOUS VEHICLE,38.95665,-92.28139
2,911 CHECKS,38.98725,-92.29462
2,TRAFFIC,38.95495,-92.29669
2,PARKING VIOLATION,38.9884,-92.2939
2,DISTURBANCE,38.9601,-92.2672
2,AUTO THEFT,38.9849,-92.2933
2,TRAFFIC STOP,38.96945,-92.29625
2,HARASSMENT,38.9602,-92.2531
2,STALLED VEHICLE,38.91021,-92.330863
2,ASSIST CITIZEN,38.88797,-92.26387
2,PARKING VIOLATION,38.97738,-92.30495
2,DISTURBANCE,38.9675,-92.3093
2,DISTURBANCE,38.9602,-92.2531
2,SUSPICIOUS VEHICLE,38.95815,-92.31315
2,LARCENY MV,38.8825,-92.26474
2,911 CHECKS,38.96901,-92.29724
2,PARKING VIOLATION,38.95919,-92.30454
2,911 CHECKS,38.91,-92.326
2,911 CHECKS,38.966,-92.3096
2,TRAFFIC,38.9754,-92.3023
2,PUBLIC RELATIONS,38.93788,-92.29909
2,TRAFFIC STOP,38.96751,-92.30474
2,DISTURBANCE,38.9675,-92.3093
2,ANIMAL COMPLAINT,38.98582,-92.29907
2,RECOVER PROPERTY,38.96342,-92.27593
2,BURGLARY,38.9594,-92.2923
2,911 CHECKS,38.9594,-92.2923
2,911 CHECKS,38.95495,-92.29669
2,911 CHECKS,38.90859,-92.29983
2,LARCENY MV,38.96778,-92.3019
2,BURGLARY,38.9436,-92.31689
2,LAW ALARM,38.91151,-92.30606
2,SUSPICIOUS PERSON,38.9129,-92.2938
2,SUSPICIOUS PERSON,38.9322,-92.2948
2,LAW ALARM,38.92567,-92.31136
2,911 CHECKS,38.91474,-92.30014
2,TRAFFIC STOP,38.9619,-92.2921
2,TRAFFIC STOP,38.9594,-92.2923
2,TRAFFIC STOP,38.95827,-92.2913
2,TRAFFIC STOP,38.9675,-92.3093
2,LARCENY,38.97129,-92.26707
2,CHECK BUILDING,38.91361,-92.29506
2,CHECK SUBJECT,38.93208,-92.31066
2,LARCENY,38.94981,-92.31585
2,DISTURBANCE,38.9507,-92.2509
2,911 CHECKS,38.9695,-92.2213
2,SUSPICIOUS VEHICLE,38.9654,-92.26252
2,911 CHECKS,38.90759,-92.29928
2,CHECK SUBJECT,38.97129,-92.26707
2,SUSPICIOUS VEHICLE,38.9836,-92.3039
2,STALLED VEHICLE,38.97598,-92.27178
2,CHECK SUBJECT,38.99772,-92.27925
2,TRESPASSING,38.96447,-92.28498
2,CHECK THE WELFARE,38.97129,-92.26707
2,LAW ALARM,38.901148,-92.310519
2,SUSPICIOUS PERSON,38.95043,-92.29028
2,HARASSMENT,38.95827,-92.2913
2,TRESPASSING,38.95145,-92.29015
2,ASSIST MEDICS,38.9594,-92.2923
2,LARCENY,38.97468,-92.28922
2,TRAFFIC HAZARD,38.9469,-92.2995
2,TRAFFIC HAZARD,38.912716,-92.288173
2,TRAFFIC HAZARD,38.9594,-92.2923
2,TRAFFIC STOP,38.9316,-92.2984
2,LAW ALARM,39.0001,-92.2868
2,TRAFFIC HAZARD,38.90766,-92.32977
2,TRAFFIC HAZARD,38.92119,-92.30826
2,TRAFFIC STOP,39.01486,-92.27673
2,LAW ALARM,38.90375,-92.31283
2,LAW ALARM,38.8166,-92.21349
2,LAW ALARM,38.97324,-92.28942
2,CIVIL MATTER,38.9489,-92.2942
2,TRESPASSING,38.91312,-92.32405
2,PUBLIC RELATIONS,38.9129,-92.2938
2,RECOVER PROPERTY,38.9601,-92.312
2,ROBBERY,38.9468,-92.2984
2,SPECIAL ASSIGNMENT,38.9202,-92.3171
2,SPECIAL ASSIGNMENT,38.9929,-92.25394
2,ACCIDENT,38.93025,-92.25981
2,TRESPASSING,38.9632,-92.2514
2,PUBLIC RELATIONS,38.93343,-92.29862
2,HARASSMENT,38.95919,-92.30454
2,SPECIAL ASSIGNMENT,38.9612,-92.2889
2,ACCIDENT,38.9462,-92.2996
2,911 CHECKS,38.9129,-92.2935
2,DISTURBANCE,38.981,-92.2798
2,ACCIDENT,38.971118,-92.267053
2,911 CHECKS,38.90351,-92.28752
2,911 CHECKS,38.9098,-92.3306
2,CHECK SUBJECT,38.96781,-92.30199
2,TRAFFIC STOP,38.9841,-92.2934
2,ACCIDENT,38.9603,-92.2605
2,911 CHECKS,38.9985,-92.2875
2,STALLED VEHICLE,38.9983,-92.28734
2,PARKING VIOLATION,38.95325,-92.30339
2,ASSIST CITIZEN,38.959338,-92.293187
2,SPECIAL ASSIGNMENT,38.96024,-92.26802
2,911 CHECKS,38.95125,-92.29016
2,ABANDONED VEHICLE,38.9727,-92.25973
2,911 CHECKS,38.91569,-92.30417
2,PARKING VIOLATION,38.96921,-92.29636
2,ASSIST CITIZEN,38.94789,-92.29646
2,911 CHECKS,38.98809,-92.29409
2,DISTURBANCE,38.91217,-92.28996
2,KEEP THE PEACE,38.9612,-92.2889
2,911 CHECKS,38.97482,-92.29631
2,DISTURBANCE,38.95327,-92.29662
2,LAW ALARM,38.97044,-92.30763
2,LARCENY MV,38.95962,-92.28326
2,KEEP THE PEACE,38.95194,-92.28906
2,911 CHECKS,38.97234,-92.30666
2,FOOT PATROL,38.9461,-92.31804
2,FRAUD,38.96443,-92.29003
2,911 CHECKS,38.9453,-92.31514
2,ABANDONED VEHICLE,38.97059,-92.30648
2,HARASSMENT,38.912073,-92.292501
2,911 CHECKS,38.96024,-92.26802
2,TRESPASSING,38.95349,-92.31092
2,UNKNOWN PROBLEM,38.97301,-92.26849
2,ASSAULT,38.95327,-92.29662
2,DISTURBANCE,38.95702241,-92.25622819
2,KEEP THE PEACE,38.95068,-92.31508
2,BURGLARY,38.9844,-92.2934
2,LOCKOUT,38.97845,-92.2915
2,911 CHECKS,38.9548,-92.29086
2,FRAUD,38.9131,-92.3
2,SUSPICIOUS PERSON,38.901151,-92.303723
2,LARCENY,38.98081,-92.28294
2,911 CHECKS,38.98354,-92.28645
2,ACCIDENT,38.99743,-92.28675
2,LARCENY MV,38.96443,-92.29003
2,LAW ALARM,38.91013,-92.32969
2,LAW ALARM,38.97479,-92.30424
2,LARCENY,38.96847,-92.28171
2,LARCENY,38.91021,-92.330863
2,LAW ALARM,38.98668,-92.29411
2,SUSPICIOUS PERSON,38.9426,-92.3069
2,ASSIST MEDICS,38.9488,-92.3085
2,DISTURBANCE,38.9594,-92.2923
2,SUSPICIOUS INCIDENT,38.95207,-92.2917
2,TRESPASSING,38.96888,-92.29553
2,TRAFFIC STOP,38.8982,-92.2806
2,TRAFFIC STOP,38.9602,-92.2531
2,911 CHECKS,38.91123,-92.30475
2,DISTURBANCE,38.96735,-92.30008
2,PEACE DISTURBANCE,39.01951,-92.27318
2,TRESPASSING,38.9494,-92.3105
2,SUSPICIOUS PERSON,38.9639,-92.2873
2,SUSPICIOUS VEHICLE,38.9685,-92.30211
2,SUSPICIOUS PERSON,38.9622,-92.27678
2,ASSAULT,38.9594,-92.2923
2,LAW ALARM,38.94969,-92.29632
2,TRAFFIC,38.94969,-92.29632
2,LARCENY,38.95327,-92.29662
2,911 CHECKS,38.97431,-92.30058
2,911 CHECKS,38.96186,-92.30862
2,LEAVING THE SCENE ACCIDENT,38.9129,-92.2935
2,ACCIDENT,38.96775,-92.30369
2,ACCIDENT,38.9675,-92.3093
2,TRESPASSING,38.96443,-92.29003
2,911 CHECKS,38.90577,-92.30281
2,ASSIST CITIZEN,38.9494,-92.3105
2,ASSIST CITIZEN,38.95021,-92.25976
2,C&I DRIVING,38.9515,-92.31114
2,FRAUD,38.9515,-92.31114
2,911 CHECKS,38.898,-92.2807
2,ACCIDENT,38.96775,-92.30369
2,911 CHECKS,38.9664,-92.3058
2,ACCIDENT,38.94969,-92.29632
2,SUSPICIOUS INCIDENT,38.9129,-92.2935
2,FRAUD,38.9797,-92.2648
2,SUSPICIOUS VEHICLE,38.9494,-92.3105
2,911 CHECKS,38.9566,-92.312
2,LAW ALARM,38.93867,-92.24331
2,911 CHECKS,38.97211,-92.30305
2,CHECK THE WELFARE,38.95495,-92.29669
2,911 CHECKS,38.97526,-92.25377
2,LARCENY,38.97544,-92.2876
2,911 CHECKS,38.9431,-92.31929
2,AUTO THEFT,38.99538,-92.29687
2,PARKING VIOLATION,38.97428,-92.25815
2,TRAFFIC HAZARD,38.95495,-92.29669
2,911 CHECKS,38.9211,-92.3171
2,TRAFFIC HAZARD,38.95411,-92.29925
2,TRESPASSING,38.96443,-92.29003
2,LAW ALARM,38.9474,-92.30117
2,ASSAULT,38.94969,-92.29632
2,SUSPICIOUS VEHICLE,38.95495,-92.29669
2,LAW ALARM,38.9133,-92.3132
2,SUSPICIOUS PERSON,38.97284,-92.26248
2,DISTURBANCE,38.90585,-92.32706
2,DISTURBANCE,38.9622,-92.27678
2,DISTURBANCE,38.9494,-92.3105
2,CHECK TRAFFIC LIGHTS,38.95224,-92.30419
2,VANDALISM,38.98816,-92.2941
2,DISTURBANCE,39.0177,-92.2736
2,SUSPICIOUS PERSON,38.91021,-92.330863
2,DISTURBANCE,38.95919,-92.30454
2,DWI,38.96509,-92.30931
2,MISCHIEF,38.9662,-92.26266
2,DISTURBANCE,38.957652,-92.257765
2,ASSAULT,38.97944,-92.29337
2,DWI,38.91543,-92.31377
2,DISTURBANCE,38.95702241,-92.25622819
2,HARASSMENT,38.91137,-92.31878
2,911 CHECKS,39.00408,-92.28406
2,HARASSMENT,38.93106,-92.29236
2,SPECIAL ASSIGNMENT,38.90904,-92.32797
2,TRESPASSING,38.96277,-92.2507
2,DWI,38.97096,-92.26825
2,DWI,38.9548,-92.31491
2,ASSIST FIRE,38.9617,-92.2923
2,LARCENY,38.9662,-92.26266
2,TRAFFIC STOP,38.9638,-92.2764
2,TRAFFIC,38.97944,-92.29337
2,911 CHECKS,38.97741,-92.29421
2,911 CHECKS,38.95104,-92.28914
2,DWI,38.94981,-92.31585
2,LARCENY,38.93372,-92.30958
2,TRAFFIC STOP,38.95495,-92.29669
2,LEAVING THE SCENE ACCIDENT,38.9197,-92.32758
2,911 CHECKS,38.96926,-92.26483
2,911 CHECKS,38.91544,-92.31372
2,SUSPICIOUS VEHICLE,38.96189,-92.29771
2,AUTO THEFT,38.97544,-92.2876
2,DISTURBANCE,38.912073,-92.292501
2,SUSPICIOUS INCIDENT,38.97544,-92.2876
2,LARCENY MV,38.97046,-92.30874
2,911 CHECKS,38.91221,-92.29249
2,911 CHECKS,38.96029,-92.30917
2,911 CHECKS,38.90763,-92.29925
2,911 CHECKS,38.95495,-92.29669
2,ACCIDENT,38.98526,-92.29467
2,SUSPICIOUS INCIDENT,38.9867,-92.29422
2,911 CHECKS,38.96522,-92.28396
2,CIVIL MATTER,38.91005,-92.31125
2,TRAFFIC STOP,38.9488,-92.2906
2,RECOVER PROPERTY,38.96958,-92.2999
2,VANDALISM,38.97651,-92.305
2,ASSIST MEDICS,38.96,-92.2532
2,TRAFFIC STOP,38.96176,-92.29709
2,AUTO THEFT,38.96462,-92.29805
2,BURGLARY,38.911718,-92.312712
2,ASSIST MEDICS,38.91041,-92.30457
2,DISTURBANCE,38.98173,-92.29268
2,SUSPICIOUS VEHICLE,38.98395,-92.2967
2,DISTURBANCE,38.9851,-92.2648
2,SHOTS HEARD,38.9755,-92.2548
2,PEACE DISTURBANCE,38.9606,-92.2625
2,DISTURBANCE,38.9977,-92.288
2,ASSIST FIRE,38.99788,-92.28762
2,DISTURBANCE,38.9967,-92.2887
2,DISTURBANCE,38.91159,-92.30122
2,TRAFFIC HAZARD,38.9678,-92.30396
2,CHECK SUBJECT,38.99788,-92.28762
2,SUSPICIOUS INCIDENT,38.96958,-92.29768
2,LAW ALARM,38.95729,-92.29121
2,911 CHECKS,38.9098,-92.3306
2,DWI,38.9585,-92.2539
2,SUSPICIOUS PERSON,38.996775,-92.285703
2,ACCIDENT,38.96889,-92.29685
2,TRESPASSING,38.9096,-92.2955
2,911 CHECKS,38.97431,-92.24681
2,TRESPASS SUBJECT,38.96958,-92.27942
2,SUSPICIOUS INCIDENT,38.9131,-92.3264
2,DISTURBANCE,38.96473,-92.25802
2,ACCIDENT,38.9542,-92.2776

``````

The data comes out in the format of cluster_id,incident_type,lat,lng. If we save it to a csv file, we can load it into Google's simple map viewer tool to see how it looks.

As you can see, segmenting the data into only three clusters doesn't give us anything useful. Let's try a bigger number.

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In [ ]:

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