crimes: UCI coummunity and crimes subset

Description Usage Author(s) Examples

Description

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.

Usage

1

Author(s)

Samuel Gerber

Examples

1
2
data(uci_crime_subset)
summary(crimes)

Example output

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      

msr documentation built on May 30, 2017, 4:23 a.m.