2
3
Platform forbestpracticesdevelopmentSinglepointofcontactfor collaboration
WCCBeltline
BuckheadAtlanta
MidtownBlueAPF
InnovationCenter
APDCityDepartments PrivateSector
Collaborators
HardwaredevelopersSoftwaredevelopersServiceprovidersInventors/Start-ups
LEAsUniversities
Governmentagencies CDC
DHS
PublicsafetyoutcomesFunding(grants,fees,donations)
AccesstobestinclasstechnologiesShapingpolicinginnovation
BestPracticesPlatformforinnovation
CommercializationFirstadopter
Domain-relevance
APS
FBI/GBI
Physicalinfrastructure
Analyticsservices DataandvideoPolicingpractices
Underground Universitycampuses
Watershed
FederalLEAs
StateLEAsAcademics
CityofAtlantaMARTA
GADOTFEMA/GEMA
AtlantaPoliceFoundationTechnologyInnovationCenter
CurrentRecordManagementSystemsarenotdesignedforAnalytics…• Inaccuratedataentry• Incomprehensibleanddatabaseschemawithoutintegritycheck• Incompleterecords• Datasilos
APD-ICIS
APDICISRecordManagementSystem
• 208tables,awithmorethan5,800fields.• Primaryandforeignkeysmaynotalwayshavethesamename.• Manyfieldsthatmayhavebeenintendedfornumericvaluesallowfreetextentry.• RMSproducesduplicateentrieswithdifferentkeyvalues.
7 day 7 day 7 day 28 day 28 day 28 day YTD YTD 1 Year YTD YTD YTD YTD2015 2014 % Chg. 2015 2014 % Chg. 2015 2014 % Chg. 2013 % Chg. 2009 % Chg.
OFFENSESMurder 1 1 0% 1 5 -80% 58 52 12% 52 12% 57 2%Rape 2 2 0% 12 10 20% 98 87 13% 66 48% 75 31%Robbery 40 43 -7% 168 176 -5% 1,403 1,459 -4% 1,536 -9% 1,636 -14%Agg. Assault 48 48 0% 199 208 -4% 1,482 1,483 0% 1,513 -2% 1,808 -18%Burglary 93 102 -9% 325 429 -24% 3,015 3,423 -12% 3,914 -23% 6,053 -50%Larceny / From Auto 229 172 33% 810 720 13% 6,081 5,855 4% 6,014 1% 7,200 -16%Larceny / Other 188 153 23% 637 621 3% 4,631 4,682 -1% 5,335 -13% 5,565 -17%Auto Theft 90 71 27% 382 277 38% 3,003 2,651 13% 3,103 -3% 3,948 -24% TOTAL PART I OFFENSES 691 592 17% 2,534 2,446 4% 19,771 19,692 0% 21,533 -8% 26,342 -25%# of Shooting Incidents 6 7 -14% 28 34 -18% 271 239 13% 221 23% 233 16%# of Shooting Victims 6 7 -14% 29 41 -29% 317 274 16% 249 27% 263 21%Firearms Seized 32 32 0% 121 145 -17% 1,159 1,106 5% 1,106 5% 1,058 10%Part I Firearm Crime 56 61 -8% 228 227 0% 1,885 1,810 4% 1,774 6% 1,921 -2%Part I Domestic Crime 19 13 46% 67 68 -1% 474 474 0% 464 2% 592 -20%ARRESTSMurder (Clear-ups) 1 1 0% 3 5 -40% 47 31 52% 37 27% 46 2%Rape (Clear-ups) 2 2 0% 12 6 100% 64 55 16% 54 19% 49 31%Robbery 7 8 -13% 29 36 -19% 302 267 13% 267 13% 231 31%Agg. Assault 14 32 -56% 48 93 -48% 554 566 -2% 586 -5% 601 -8%Burglary 7 17 -59% 25 36 -31% 237 325 -27% 339 -30% 438 -46%Larceny / From Auto 8 2 300% 13 21 -38% 185 160 16% 205 -10% 225 -18%Larceny / Other 68 53 28% 215 214 0% 1,835 1,962 -6% 1,882 -2% 2,396 -23%Auto Theft 6 6 0% 27 22 23% 244 249 -2% 232 5% 525 -54% TOTAL PART I ARRESTS 113 121 -7% 372 433 -14% 3,468 3,615 -4% 3,602 -4% 4,511 -23%Narcotics Arrests 80 113 -29% 319 490 -35% 3,267 3,668 -11% 3,386 -4% 4,896 -33%Other Part II Arrests 182 162 12% 692 646 7% 6,120 5,875 4% 6,162 -1% 6,686 -8%Quality of Life Arrests 226 233 -3% 896 886 1% 6,975 7,302 -4% 8,453 -17% 9,730 -28%Traffic Arrests 121 151 -20% 452 639 -29% 5,087 5,717 -11% 5,551 -8% 3,072 66%Warrant Arrests 45 73 -38% 137 243 -44% 1,675 2,244 -25% 2,223 -25% 2,284 -27% TOTAL ALL ARRESTS 767 853 -10% 2,868 3,337 -14% 26,592 28,421 -6% 29,377 -9% 31,179 -15%ACTIVITY SECTIONRecovered Stolen Autos 69 83 -17% 301 270 11% 2,547 2,325 10% 2,249 13% 2,448 4%Auto Theft Attempts 11 16 -31% 58 39 49% 648 572 13% 795 -18% 803 -19%Curfew Violations 7 11 -36% 24 29 -17% 309 319 -3% 494 -37% 436 -29%Truancy Violations 69 43 60% 196 154 27% 893 831 7% 1,137 -21% 250 257%Traffic Violations 3,806 3,984 -4% 13,947 16,069 -13% 132,323 128,380 3% 107,802 23% 73,834 79%Parking / Winnipegs 131 236 -44% 692 1,104 -37% 7,644 10,076 -24% 9,380 -19% 14,707 -48%Complaints Against Police 21 19 11% 69 55 25% 440 470 -6% 430 2% 264 67%Traffic Light Camera (TLC) 0 0 NA 0 0 NA 0 0 NA 2,867 -100% 20,622 -100%% of Auto Thefts that are Attempts 12% 23% -- 15% 14% -- 22% 22% -- 26% -- 20% --*For Official APD Crime Statistics, please consult FBI Uniform Crime Report (UCR): http://www.atlantapd.org/uniformcrimereports.aspx Source: all ICIS incidents on file
*Management Stats Only*
*C I T Y W I D E*
ATLANTA POLICE DEPARTMENT WEEKLY COBRA REPORTSaturday 08/29/15 24:00Sunday 08/23/15 00:01 to Week: # 35
Commander: Chief G. Turner Asst Commander: Asst Chief S. Jones
Murder
Rape
Robbery
Agg Assault
Burglary
Larceny From Auto
Other Larceny
Auto Theft
7 - Day
2015 2014 % Chg
28 - Day
2015 2014 % Chg 2013 % Chg 2009 % Chg
YTD YTDYTD
2015 2014 % Chg
0
1
29
30
45
159
110
80
1
3
30
34
82
179
107
60
8
19
150
178
364
774
561
378
8
11
160
171
400
761
512
313
42
73
890
933
2,006
3,826
2,926
1,917
31
58
915
928
2,244
3,666
3,000
1,676
31
37
1,015
991
2,608
3,778
3,473
2,073
40
51
1,032
1,202
3,902
4,662
3,680
2,631
Total Offenses 454 496 2432 2336 12,613 12,518 14,006 17,200
-100%
-67%
-3%
-12%
-45%
-11%
3%
33%
-8%
0%
73%
-6%
4%
-9%
2%
10%
21%
4%
35%
26%
-3%
1%
-11%
4%
-2%
14%
1%
35%
97%
-12%
-6%
-23%
1%
-16%
-8%-10%
5%
43%
-14%
-22%
-49%
-18%
-20%
-27%-27%
ATLANTA POLICE DEPARTMENT
*C I T Y W I D E*
Commander: Chief G. Turner
Sunday, June 07, 2015, 00:00 hrs Thursday, June 11, 2015, 23:59 hrsto
-100%
-67%
-11%
-11%
-47%
-3%
1%
42%
-6%
0
636112
154
223
63
42
41
1
Crime
Zone Breakdown
Trending Line 636 102 127 99 102 109 95
Murder
Rape
Robbery
Agg Assault
Burglary
Larceny From Auto
Other Larceny
Auto Theft
Total Offenses
Crime2014 Final
93
143
2,348
2,189
5,442
9,402
7,233
4,11930,969
Incidents
95
164
2,005
2,102
4,520
8,620
6,593
4,31928,418
% Change
2%
15%
-15%
-4%
-17%
-8%
-9%
5%-8%
2015 Trend
2015 Projected Finish
Week: 24Daily Cobra Report
Against (2014)
Trend %
Trend (2015)
Assistant Commander: Asst. Chief S. Jones
679
79
153
230
119
47
46
3
2
Murder
Rape
Robbery
Agg Assault
Burglary
Larceny From Auto
Other Larceny
Auto Theft
0
1
29
30
45
159
110
80
Total Offenses 454
City
0
0
2
7
8
27
11
18
73
1
0
0
2
2
11
38
32
6
91
2
0
0
8
9
5
15
14
20
71
3
0
0
8
5
12
19
13
16
73
4
0
1
2
4
4
33
25
9
78
5
0
0
7
3
5
27
15
11
68
6Crime / Zone
679 102 114 116 106 121 120Last Year's Total
Page 1 of 7Friday, June 12, 2015 4:54 AMUpdated: Source: all ICIS incidents on file
Officers'timeoncall
SELECT u.incident_num, u.unit_id, min(u.unit_status_datetime) AS unit_disptime
FROM unit_status_hist u, cfs_core c
WHERE u.incident_num > ''
AND u.unit_id LIKE '[123][123456][012][0123456789]'
AND u.unit_id NOT LIKE '[123][123456][1][5]'
AND c.call_type = '89P'
AND c.incident_num = u.incident_num
AND c.incident_date BETWEEN '%s' AND '%s'
AND c.incident_date != '%s'
GROUP BY u.incident_num, u.unit_id
ORDER BY u.incident_num, u.unit_id", start_date, end_date, DSTdate
https://vimeo.com/116904976
AtlantaRepeatOffenderCommission
• Stakeholders:AtlantaPolice,FultonCountySheriff,DistrictAttorney,Probation,Atl.JudicialCircuit,CityCouncil,FultonCountyCommissioner,SuperiorCourt,StateCourt,FultonCountyCourt,CentralAtlantaProgress• Provideafactually-basedreportidentifyingtheproblemareas• Proposerecommendationsforsolutions• Establishareportingandaccountabilityprocess
TheDataRevealed
• Atotalof14,412arrestchargesamongthe461individuals• Anaverageofmorethan15felonyarrestcyclesperoffender• Approximately1500 ofthosearrestswereforviolentoffenses,suchasmurder,robbery,guncrimes,oraggravatedassaults• Approximately3500 arrestswerefordrugcrimes• Lessthan20individualsreceivedajailorprisonsentencebeyondtimeserved• Inallrecords,therewere8,715missingdispositionsofcases
DRUGPOSESSION/SALE/PURCHASE
23%
THEFT/BURGLARY11%
PROBATION/PAROLEVIOLATION
11%
(Unknown)
OBSTRUCTION9%
SIMPLEBATTERY/ASSAULT
9%
CRIMINALTRESPASS6%
FAILURETOAPPEAR6%
TRAFFIC/LICENSE5%
WEAPON5%
OFFENSECATEGORYBYCOUNT
DRUGPOSESSION/SALE/PURCHASE
THEFT/BURGLARY
PROBATION/PAROLEVIOLATION
(blank)
OBSTRUCTION
SIMPLEBATTERY/ASSAULT
CRIMINALTRESPASS
FAILURETOAPPEAR
TRAFFIC/LICENSE
WEAPON
DISORDERLYCONDUCT
DRUGABANDONMENT
BANKFRAUD
CRUELTYTOCHILDREN
DAMAGINGPUBLICPROPERTY
MetroAtlanta20Counties58Municipalities70PoliceDepartments
?
MallofAmericahttp://blogs.mprnews.org/newscut/2015/03/report-moa-built-dossiers-on-protesters/
LicensePlateReader
• OpticalPatternRecognition• Triggerswhendetectingvehiclesofinterest• Anomaliesintrafficflow• Suspicious drivingpatterns• Convoyanalysis:vehiclesthatrepeatedlyappeartogether
Completesurveillance…thenwhat?
Canwepredictcrime
beforeithappens?
Wcapre
hatnwedict?
Whatlawenforcementknows
• Chronic offenderscausedisproportionate crimeproblems,includingviolence• Manyoffendersareconnectedsociallyingroups• Problems withinandbetweengroupscauseproblems• Groupmemberscommitallsortsofcrime(violence,minoroffenses,drugs)• Controlling groupscouldhaveasignificantimpact
ResearchonSocialNetworkAnalysis
• Delinquentpeers-oneofthestrongestpredictorsofcrimeE.MarkWarr,ProfessorofSociology,UTAustin• ViolenceisconcentratedamongnetworksofpeopleAndrew Papachristos,AssociateProfessorofSociology,YaleUniversity• Thecloseryouaresociallytoviolence,themorelikelyyouaretobecomeavictimPapachristos• PositionisimportantwithinthenetworkCarloMorselli,AssociateProfessorofCriminology,UniversitedeMontréal&JeanMarieMcGloin,AssociateProfessorofCriminologyandCriminalJustice,UniversityofMaryland
SocialNetworkAnalysisTerminology
• Sociogram• Egonetwork• Completenetwork• Node• Edge(non-directional)• Arc(directional)• Valuedties/unvaluedties• Compontent• One-modenetwork• Two-modenetwork
DATASOURCE
• Informationthatconnectsorinformstherelationshipbetween2+people• FieldInterviewForms• ArrestReports• Car/TrafficStops• “Streetintel”• Gang intelligencereports• SchoolOfficers• NationalIntegratedBallisticInformationNetwork(NIBIN)
22
23
DescribingNetworks
• Networksize• Averagedegree• Density=2|E|/(|N|*(|N|-1))• Transitivity(triangles)• Reciprocity(directeddata)• Averagepathdistance• Centralization
CreatingNetworkfromICISArrestData• Originaldatadidnotproducesignificantlylargeclusters• DiscoveredthatDBassignedmultipleIDstorecordsthatshouldrepresentoneperson• Developedheuristicsforde-duplicationbasedon• name,birthday,address,driver'slicense
Co-arrests2010-2012
Co-arrestsJan-Apr2010
Co-arrests(animation)
Summary
ImprovmentsontopofexistingSystems
Navigatebetweenworlds:
ConsumervsEnterprise
DevelopconnectionsBetweensystems
Péter Molná[email protected]