Description Usage Author(s) Examples
Subset of the UCI communities and crime data set~http://archive.ics.uci.edu/ml/datasets/Communities+and+Crime. The data set contains 100 variables, with some of the original values with many missing values removed.
From the UCI website:\ Communities within the United States. The data combines socio-economic data from the 1990 US Census, law enforcement data from the 1990 US LEMAS survey, and crime data from the 1995 FBI UCR.
More detail on the individual variables can be found on the website.
1 |
Samuel Gerber
1 2 |
Warning messages:
1: In rgl.init(initValue, onlyNULL) : RGL: unable to open X11 display
2: 'rgl_init' failed, running with rgl.useNULL = TRUE
3: .onUnload failed in unloadNamespace() for 'rgl', details:
call: fun(...)
error: object 'rgl_quit' not found
population householdsize racepctblack racePctWhite
Min. :0.00000 Min. :0.0000 Min. :0.0000 Min. :0.000
1st Qu.:0.01000 1st Qu.:0.3500 1st Qu.:0.0200 1st Qu.:0.630
Median :0.02000 Median :0.4400 Median :0.0600 Median :0.850
Mean :0.05761 Mean :0.4634 Mean :0.1792 Mean :0.754
3rd Qu.:0.05000 3rd Qu.:0.5400 3rd Qu.:0.2300 3rd Qu.:0.940
Max. :1.00000 Max. :1.0000 Max. :1.0000 Max. :1.000
racePctAsian racePctHisp agePct12t21 agePct12t29
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.0400 1st Qu.:0.0100 1st Qu.:0.3400 1st Qu.:0.4100
Median :0.0700 Median :0.0400 Median :0.4000 Median :0.4800
Mean :0.1538 Mean :0.1441 Mean :0.4242 Mean :0.4939
3rd Qu.:0.1700 3rd Qu.:0.1600 3rd Qu.:0.4700 3rd Qu.:0.5400
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
agePct16t24 agePct65up numbUrban pctUrban
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.2500 1st Qu.:0.3000 1st Qu.:0.0000 1st Qu.:0.0000
Median :0.2900 Median :0.4200 Median :0.0300 Median :1.0000
Mean :0.3363 Mean :0.4231 Mean :0.0641 Mean :0.6966
3rd Qu.:0.3600 3rd Qu.:0.5300 3rd Qu.:0.0700 3rd Qu.:1.0000
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
medIncome pctWWage pctWFarmSelf pctWInvInc
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.2000 1st Qu.:0.4400 1st Qu.:0.1600 1st Qu.:0.3700
Median :0.3200 Median :0.5600 Median :0.2300 Median :0.4800
Mean :0.3613 Mean :0.5583 Mean :0.2915 Mean :0.4958
3rd Qu.:0.4900 3rd Qu.:0.6900 3rd Qu.:0.3700 3rd Qu.:0.6200
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
pctWSocSec pctWPubAsst pctWRetire medFamInc
Min. :0.000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.350 1st Qu.:0.1400 1st Qu.:0.3600 1st Qu.:0.2300
Median :0.470 Median :0.2600 Median :0.4700 Median :0.3300
Mean :0.471 Mean :0.3175 Mean :0.4792 Mean :0.3758
3rd Qu.:0.580 3rd Qu.:0.4400 3rd Qu.:0.5800 3rd Qu.:0.4800
Max. :1.000 Max. :1.0000 Max. :1.0000 Max. :1.0000
perCapInc whitePerCap blackPerCap indianPerCap
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.2200 1st Qu.:0.2400 1st Qu.:0.1800 1st Qu.:0.1100
Median :0.3000 Median :0.3200 Median :0.2500 Median :0.1700
Mean :0.3503 Mean :0.3681 Mean :0.2912 Mean :0.2036
3rd Qu.:0.4300 3rd Qu.:0.4400 3rd Qu.:0.3800 3rd Qu.:0.2500
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
AsianPerCap OtherPerCap NumUnderPov PctPopUnderPov
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.00000
1st Qu.:0.1900 1st Qu.:0.1700 1st Qu.:0.2600 1st Qu.:0.01000
Median :0.2800 Median :0.2500 Median :0.3400 Median :0.02000
Mean :0.3223 Mean :0.2847 Mean :0.3862 Mean :0.05551
3rd Qu.:0.4000 3rd Qu.:0.3600 3rd Qu.:0.4800 3rd Qu.:0.05000
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.00000
PctLess9thGrade PctNotHSGrad PctBSorMore PctUnemployed
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.1100 1st Qu.:0.1600 1st Qu.:0.2300 1st Qu.:0.2100
Median :0.2500 Median :0.2700 Median :0.3600 Median :0.3100
Mean :0.3027 Mean :0.3157 Mean :0.3833 Mean :0.3617
3rd Qu.:0.4500 3rd Qu.:0.4200 3rd Qu.:0.5100 3rd Qu.:0.4600
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
PctEmploy PctEmplManu PctEmplProfServ PctOccupManu
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.2200 1st Qu.:0.3800 1st Qu.:0.2500 1st Qu.:0.3200
Median :0.3200 Median :0.5100 Median :0.3700 Median :0.4100
Mean :0.3633 Mean :0.5012 Mean :0.3964 Mean :0.4406
3rd Qu.:0.4800 3rd Qu.:0.6300 3rd Qu.:0.5200 3rd Qu.:0.5300
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
PctOccupMgmtProf MalePctDivorce MalePctNevMarr FemalePctDiv
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.2400 1st Qu.:0.3100 1st Qu.:0.3300 1st Qu.:0.3100
Median :0.3700 Median :0.4000 Median :0.4700 Median :0.4000
Mean :0.3912 Mean :0.4413 Mean :0.4612 Mean :0.4345
3rd Qu.:0.5100 3rd Qu.:0.5400 3rd Qu.:0.5900 3rd Qu.:0.5000
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
TotalPctDiv PersPerFam PctFam2Par PctKids2Par
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.3600 1st Qu.:0.3600 1st Qu.:0.4000 1st Qu.:0.4900
Median :0.5000 Median :0.5000 Median :0.4700 Median :0.6300
Mean :0.4875 Mean :0.4942 Mean :0.4877 Mean :0.6111
3rd Qu.:0.6200 3rd Qu.:0.6300 3rd Qu.:0.5600 3rd Qu.:0.7600
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
PctYoungKids2Par PctTeen2Par PctWorkMomYoungKids PctWorkMom
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.4900 1st Qu.:0.5300 1st Qu.:0.4800 1st Qu.:0.3900
Median :0.6400 Median :0.7000 Median :0.6100 Median :0.5100
Mean :0.6209 Mean :0.6643 Mean :0.5831 Mean :0.5014
3rd Qu.:0.7800 3rd Qu.:0.8400 3rd Qu.:0.7200 3rd Qu.:0.6200
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
NumIlleg PctIlleg NumImmig PctImmigRecent
Min. :0.0000 Min. :0.00000 Min. :0.0000 Min. :0.00000
1st Qu.:0.4200 1st Qu.:0.00000 1st Qu.:0.0900 1st Qu.:0.00000
Median :0.5400 Median :0.01000 Median :0.1700 Median :0.01000
Mean :0.5267 Mean :0.03629 Mean :0.2497 Mean :0.03008
3rd Qu.:0.6500 3rd Qu.:0.02000 3rd Qu.:0.3200 3rd Qu.:0.02000
Max. :1.0000 Max. :1.00000 Max. :1.0000 Max. :1.00000
PctImmigRec5 PctImmigRec8 PctImmigRec10 PctRecentImmig
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.000
1st Qu.:0.1600 1st Qu.:0.2000 1st Qu.:0.2500 1st Qu.:0.280
Median :0.2900 Median :0.3400 Median :0.3900 Median :0.430
Mean :0.3203 Mean :0.3607 Mean :0.3992 Mean :0.428
3rd Qu.:0.4300 3rd Qu.:0.4800 3rd Qu.:0.5300 3rd Qu.:0.560
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.000
PctRecImmig5 PctRecImmig8 PctRecImmig10 PctSpeakEnglOnly
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.000
1st Qu.:0.0300 1st Qu.:0.0300 1st Qu.:0.0300 1st Qu.:0.030
Median :0.0900 Median :0.0800 Median :0.0900 Median :0.090
Mean :0.1815 Mean :0.1822 Mean :0.1849 Mean :0.183
3rd Qu.:0.2300 3rd Qu.:0.2300 3rd Qu.:0.2300 3rd Qu.:0.230
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.000
PctNotSpeakEnglWell PctLargHouseFam PctLargHouseOccup PersPerOccupHous
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.7300 1st Qu.:0.0300 1st Qu.:0.1500 1st Qu.:0.1400
Median :0.8700 Median :0.0600 Median :0.2000 Median :0.1900
Mean :0.7858 Mean :0.1507 Mean :0.2676 Mean :0.2519
3rd Qu.:0.9400 3rd Qu.:0.1600 3rd Qu.:0.3100 3rd Qu.:0.2900
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
PersPerOwnOccHous PersPerRentOccHous PctPersOwnOccup PctPersDenseHous
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.3400 1st Qu.:0.3900 1st Qu.:0.2700 1st Qu.:0.4400
Median :0.4400 Median :0.4800 Median :0.3600 Median :0.5600
Mean :0.4621 Mean :0.4945 Mean :0.4041 Mean :0.5626
3rd Qu.:0.5500 3rd Qu.:0.5800 3rd Qu.:0.4900 3rd Qu.:0.7000
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
PctHousLess3BR MedNumBR HousVacant PctHousOccup
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.00000
1st Qu.:0.0600 1st Qu.:0.4000 1st Qu.:0.0000 1st Qu.:0.01000
Median :0.1100 Median :0.5100 Median :0.5000 Median :0.03000
Mean :0.1863 Mean :0.4952 Mean :0.3146 Mean :0.07683
3rd Qu.:0.2200 3rd Qu.:0.6000 3rd Qu.:0.5000 3rd Qu.:0.07000
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.00000
PctHousOwnOcc PctVacantBoarded PctVacMore6Mos MedYrHousBuilt
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.6300 1st Qu.:0.4300 1st Qu.:0.0600 1st Qu.:0.2900
Median :0.7700 Median :0.5400 Median :0.1300 Median :0.4200
Mean :0.7196 Mean :0.5487 Mean :0.2045 Mean :0.4332
3rd Qu.:0.8600 3rd Qu.:0.6700 3rd Qu.:0.2700 3rd Qu.:0.5600
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
PctHousNoPhone PctWOFullPlumb OwnOccLowQuart OwnOccMedVal
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.3500 1st Qu.:0.0600 1st Qu.:0.1000 1st Qu.:0.0900
Median :0.5200 Median :0.1800 Median :0.1900 Median :0.1800
Mean :0.4942 Mean :0.2644 Mean :0.2429 Mean :0.2648
3rd Qu.:0.6700 3rd Qu.:0.4200 3rd Qu.:0.3300 3rd Qu.:0.4000
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
OwnOccHiQuart RentLowQ RentMedian RentHighQ
Min. :0.0000 Min. :0.000 Min. :0.0000 Min. :0.0000
1st Qu.:0.0900 1st Qu.:0.090 1st Qu.:0.1700 1st Qu.:0.2000
Median :0.1700 Median :0.180 Median :0.3100 Median :0.3300
Mean :0.2636 Mean :0.269 Mean :0.3466 Mean :0.3726
3rd Qu.:0.3900 3rd Qu.:0.380 3rd Qu.:0.4900 3rd Qu.:0.5200
Max. :1.0000 Max. :1.000 Max. :1.0000 Max. :1.0000
MedRent MedRentPctHousInc MedOwnCostPctInc MedOwnCostPctIncNoMtg
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.2200 1st Qu.:0.2100 1st Qu.:0.3700 1st Qu.:0.3200
Median :0.3700 Median :0.3400 Median :0.4800 Median :0.4500
Mean :0.4231 Mean :0.3842 Mean :0.4901 Mean :0.4498
3rd Qu.:0.5900 3rd Qu.:0.5300 3rd Qu.:0.5900 3rd Qu.:0.5800
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
NumInShelters NumStreet PctForeignBorn PctBornSameState
Min. :0.0000 Min. :0.00000 Min. :0.00000 Min. :0.0000
1st Qu.:0.2500 1st Qu.:0.00000 1st Qu.:0.00000 1st Qu.:0.0600
Median :0.3700 Median :0.00000 Median :0.00000 Median :0.1300
Mean :0.4036 Mean :0.02945 Mean :0.02279 Mean :0.2157
3rd Qu.:0.5100 3rd Qu.:0.01000 3rd Qu.:0.00000 3rd Qu.:0.2800
Max. :1.0000 Max. :1.00000 Max. :1.00000 Max. :1.0000
PctSameHouse85 PctSameCity85 PolicAveOTWorked LandArea
Min. :0.0000 Min. :0.000 Min. :0.0000 Min. :0.0000
1st Qu.:0.4700 1st Qu.:0.420 1st Qu.:0.5200 1st Qu.:0.5600
Median :0.6300 Median :0.540 Median :0.6700 Median :0.7000
Mean :0.6088 Mean :0.535 Mean :0.6263 Mean :0.6515
3rd Qu.:0.7700 3rd Qu.:0.660 3rd Qu.:0.7700 3rd Qu.:0.7900
Max. :1.0000 Max. :1.000 Max. :1.0000 Max. :1.0000
PopDens PctUsePubTrans LemasPctOfficDrugUn ViolentCrimesPerPop
Min. :0.00000 Min. :0.0000 Min. :0.0000 Min. :0.000
1st Qu.:0.02000 1st Qu.:0.1000 1st Qu.:0.0200 1st Qu.:0.070
Median :0.04000 Median :0.1700 Median :0.0700 Median :0.150
Mean :0.06524 Mean :0.2329 Mean :0.1617 Mean :0.238
3rd Qu.:0.07000 3rd Qu.:0.2800 3rd Qu.:0.1900 3rd Qu.:0.330
Max. :1.00000 Max. :1.0000 Max. :1.0000 Max. :1.000
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