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Last data update: 2014.03.03 |
Us crime classic data tableDescriptionUs crime classic data table that can be used to generate symbolic data tables. Usagedata(USCrime) Sourcehttp://archive.ics.uci.edu/ml/ ReferencesHASTIE, T., TIBSHIRANI, R. and FRIEDMAN, J. (2008). The Elements of Statistical Learning: Data Mining, Inference and Prediction. New York: Springer. Examples
data(USCrime)
us.crime<-USCrime
dim(us.crime)
head(us.crime)
summary(us.crime)
names(us.crime)
nrow(us.crime)
result <- classic.to.sym(us.crime, concept="state",
variables=c("NumInShelters", "NumImmig"),
variables.types=c("$H", "$H"))
result
Results
R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
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> library(RSDA)
Loading required package: XML
Loading required package: scales
Loading required package: ggplot2
Loading required package: princurve
Loading required package: sqldf
Loading required package: gsubfn
Loading required package: proto
Could not load tcltk. Will use slower R code instead.
Loading required package: RSQLite
Loading required package: DBI
> png(filename="/home/ddbj/snapshot/RGM3/R_CC/result/RSDA/USCrime.Rd_%03d_medium.png", width=480, height=480)
> ### Name: USCrime
> ### Title: Us crime classic data table
> ### Aliases: USCrime
> ### Keywords: datasets
>
> ### ** Examples
>
> data(USCrime)
> us.crime<-USCrime
> dim(us.crime)
[1] 1994 103
> head(us.crime)
state fold population householdsize racepctblack racePctWhite racePctAsian
1 8 1 0.19 0.33 0.02 0.90 0.12
2 53 1 0.00 0.16 0.12 0.74 0.45
3 24 1 0.00 0.42 0.49 0.56 0.17
4 34 1 0.04 0.77 1.00 0.08 0.12
5 42 1 0.01 0.55 0.02 0.95 0.09
6 6 1 0.02 0.28 0.06 0.54 1.00
racePctHisp agePct12t21 agePct12t29 agePct16t24 agePct65up numbUrban pctUrban
1 0.17 0.34 0.47 0.29 0.32 0.20 1.0
2 0.07 0.26 0.59 0.35 0.27 0.02 1.0
3 0.04 0.39 0.47 0.28 0.32 0.00 0.0
4 0.10 0.51 0.50 0.34 0.21 0.06 1.0
5 0.05 0.38 0.38 0.23 0.36 0.02 0.9
6 0.25 0.31 0.48 0.27 0.37 0.04 1.0
medIncome pctWWage pctWFarmSelf pctWInvInc pctWSocSec pctWPubAsst pctWRetire
1 0.37 0.72 0.34 0.60 0.29 0.15 0.43
2 0.31 0.72 0.11 0.45 0.25 0.29 0.39
3 0.30 0.58 0.19 0.39 0.38 0.40 0.84
4 0.58 0.89 0.21 0.43 0.36 0.20 0.82
5 0.50 0.72 0.16 0.68 0.44 0.11 0.71
6 0.52 0.68 0.20 0.61 0.28 0.15 0.25
medFamInc perCapInc whitePerCap blackPerCap indianPerCap AsianPerCap
1 0.39 0.40 0.39 0.32 0.27 0.27
2 0.29 0.37 0.38 0.33 0.16 0.30
3 0.28 0.27 0.29 0.27 0.07 0.29
4 0.51 0.36 0.40 0.39 0.16 0.25
5 0.46 0.43 0.41 0.28 0.00 0.74
6 0.62 0.72 0.76 0.77 0.28 0.52
OtherPerCap HispPerCap NumUnderPov PctPopUnderPov PctLess9thGrade
1 0.36 0.41 0.08 0.19 0.10
2 0.22 0.35 0.01 0.24 0.14
3 0.28 0.39 0.01 0.27 0.27
4 0.36 0.44 0.01 0.10 0.09
5 0.51 0.48 0.00 0.06 0.25
6 0.48 0.60 0.01 0.12 0.13
PctNotHSGrad PctBSorMore PctUnemployed PctEmploy PctEmplManu PctEmplProfServ
1 0.18 0.48 0.27 0.68 0.23 0.41
2 0.24 0.30 0.27 0.73 0.57 0.15
3 0.43 0.19 0.36 0.58 0.32 0.29
4 0.25 0.31 0.33 0.71 0.36 0.45
5 0.30 0.33 0.12 0.65 0.67 0.38
6 0.12 0.80 0.10 0.65 0.19 0.77
PctOccupManu PctOccupMgmtProf MalePctDivorce MalePctNevMarr FemalePctDiv
1 0.25 0.52 0.68 0.40 0.75
2 0.42 0.36 1.00 0.63 0.91
3 0.49 0.32 0.63 0.41 0.71
4 0.37 0.39 0.34 0.45 0.49
5 0.42 0.46 0.22 0.27 0.20
6 0.06 0.91 0.49 0.57 0.61
TotalPctDiv PersPerFam PctFam2Par PctKids2Par PctYoungKids2Par PctTeen2Par
1 0.75 0.35 0.55 0.59 0.61 0.56
2 1.00 0.29 0.43 0.47 0.60 0.39
3 0.70 0.45 0.42 0.44 0.43 0.43
4 0.44 0.75 0.65 0.54 0.83 0.65
5 0.21 0.51 0.91 0.91 0.89 0.85
6 0.58 0.44 0.62 0.69 0.87 0.53
PctWorkMomYoungKids PctWorkMom NumIlleg PctIlleg NumImmig PctImmigRecent
1 0.74 0.76 0.04 0.14 0.03 0.24
2 0.46 0.53 0.00 0.24 0.01 0.52
3 0.71 0.67 0.01 0.46 0.00 0.07
4 0.85 0.86 0.03 0.33 0.02 0.11
5 0.40 0.60 0.00 0.06 0.00 0.03
6 0.30 0.43 0.00 0.11 0.04 0.30
PctImmigRec5 PctImmigRec8 PctImmigRec10 PctRecentImmig PctRecImmig5
1 0.27 0.37 0.39 0.07 0.07
2 0.62 0.64 0.63 0.25 0.27
3 0.06 0.15 0.19 0.02 0.02
4 0.20 0.30 0.31 0.05 0.08
5 0.07 0.20 0.27 0.01 0.02
6 0.35 0.43 0.47 0.50 0.50
PctRecImmig8 PctRecImmig10 PctSpeakEnglOnly PctNotSpeakEnglWell
1 0.08 0.08 0.89 0.06
2 0.25 0.23 0.84 0.10
3 0.04 0.05 0.88 0.04
4 0.11 0.11 0.81 0.08
5 0.04 0.05 0.88 0.05
6 0.56 0.57 0.45 0.28
PctLargHouseFam PctLargHouseOccup PersPerOccupHous PersPerOwnOccHous
1 0.14 0.13 0.33 0.39
2 0.16 0.10 0.17 0.29
3 0.20 0.20 0.46 0.52
4 0.56 0.62 0.85 0.77
5 0.16 0.19 0.59 0.60
6 0.25 0.19 0.29 0.53
PersPerRentOccHous PctPersOwnOccup PctPersDenseHous PctHousLess3BR MedNumBR
1 0.28 0.55 0.09 0.51 0.5
2 0.17 0.26 0.20 0.82 0.0
3 0.43 0.42 0.15 0.51 0.5
4 1.00 0.94 0.12 0.01 0.5
5 0.37 0.89 0.02 0.19 0.5
6 0.18 0.39 0.26 0.73 0.0
HousVacant PctHousOccup PctHousOwnOcc PctVacantBoarded PctVacMore6Mos
1 0.21 0.71 0.52 0.05 0.26
2 0.02 0.79 0.24 0.02 0.25
3 0.01 0.86 0.41 0.29 0.30
4 0.01 0.97 0.96 0.60 0.47
5 0.01 0.89 0.87 0.04 0.55
6 0.02 0.84 0.30 0.16 0.28
MedYrHousBuilt PctHousNoPhone PctWOFullPlumb OwnOccLowQuart OwnOccMedVal
1 0.65 0.14 0.06 0.22 0.19
2 0.65 0.16 0.00 0.21 0.20
3 0.52 0.47 0.45 0.18 0.17
4 0.52 0.11 0.11 0.24 0.21
5 0.73 0.05 0.14 0.31 0.31
6 0.25 0.02 0.05 0.94 1.00
OwnOccHiQuart RentLowQ RentMedian RentHighQ MedRent MedRentPctHousInc
1 0.18 0.36 0.35 0.38 0.34 0.38
2 0.21 0.42 0.38 0.40 0.37 0.29
3 0.16 0.27 0.29 0.27 0.31 0.48
4 0.19 0.75 0.70 0.77 0.89 0.63
5 0.30 0.40 0.36 0.38 0.38 0.22
6 1.00 0.67 0.63 0.68 0.62 0.47
MedOwnCostPctInc MedOwnCostPctIncNoMtg NumInShelters NumStreet PctForeignBorn
1 0.46 0.25 0.04 0 0.12
2 0.32 0.18 0.00 0 0.21
3 0.39 0.28 0.00 0 0.14
4 0.51 0.47 0.00 0 0.19
5 0.51 0.21 0.00 0 0.11
6 0.59 0.11 0.00 0 0.70
PctBornSameState PctSameHouse85 PctSameCity85 PctSameState85 LandArea PopDens
1 0.42 0.50 0.51 0.64 0.12 0.26
2 0.50 0.34 0.60 0.52 0.02 0.12
3 0.49 0.54 0.67 0.56 0.01 0.21
4 0.30 0.73 0.64 0.65 0.02 0.39
5 0.72 0.64 0.61 0.53 0.04 0.09
6 0.42 0.49 0.73 0.64 0.01 0.58
PctUsePubTrans LemasPctOfficDrugUn ViolentCrimesPerPop
1 0.20 0.32 0.20
2 0.45 0.00 0.67
3 0.02 0.00 0.43
4 0.28 0.00 0.12
5 0.02 0.00 0.03
6 0.10 0.00 0.14
> summary(us.crime)
state fold population householdsize
Min. : 1.00 Min. : 1.000 Min. :0.00000 Min. :0.0000
1st Qu.:12.00 1st Qu.: 3.000 1st Qu.:0.01000 1st Qu.:0.3500
Median :34.00 Median : 5.000 Median :0.02000 Median :0.4400
Mean :28.68 Mean : 5.494 Mean :0.05759 Mean :0.4634
3rd Qu.:42.00 3rd Qu.: 8.000 3rd Qu.:0.05000 3rd Qu.:0.5400
Max. :56.00 Max. :10.000 Max. :1.00000 Max. :1.0000
racepctblack racePctWhite racePctAsian racePctHisp
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.000
1st Qu.:0.0200 1st Qu.:0.6300 1st Qu.:0.0400 1st Qu.:0.010
Median :0.0600 Median :0.8500 Median :0.0700 Median :0.040
Mean :0.1796 Mean :0.7537 Mean :0.1537 Mean :0.144
3rd Qu.:0.2300 3rd Qu.:0.9400 3rd Qu.:0.1700 3rd Qu.:0.160
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.000
agePct12t21 agePct12t29 agePct16t24 agePct65up
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.3400 1st Qu.:0.4100 1st Qu.:0.2500 1st Qu.:0.3000
Median :0.4000 Median :0.4800 Median :0.2900 Median :0.4200
Mean :0.4242 Mean :0.4939 Mean :0.3363 Mean :0.4232
3rd Qu.:0.4700 3rd Qu.:0.5400 3rd Qu.:0.3600 3rd Qu.:0.5300
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
numbUrban pctUrban medIncome pctWWage
Min. :0.00000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.00000 1st Qu.:0.0000 1st Qu.:0.2000 1st Qu.:0.4400
Median :0.03000 Median :1.0000 Median :0.3200 Median :0.5600
Mean :0.06407 Mean :0.6963 Mean :0.3611 Mean :0.5582
3rd Qu.:0.07000 3rd Qu.:1.0000 3rd Qu.:0.4900 3rd Qu.:0.6900
Max. :1.00000 Max. :1.0000 Max. :1.0000 Max. :1.0000
pctWFarmSelf pctWInvInc pctWSocSec pctWPubAsst
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.1600 1st Qu.:0.3700 1st Qu.:0.3500 1st Qu.:0.1425
Median :0.2300 Median :0.4800 Median :0.4750 Median :0.2600
Mean :0.2916 Mean :0.4957 Mean :0.4711 Mean :0.3178
3rd Qu.:0.3700 3rd Qu.:0.6200 3rd Qu.:0.5800 3rd Qu.:0.4400
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
pctWRetire medFamInc perCapInc whitePerCap
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.000
1st Qu.:0.3600 1st Qu.:0.2300 1st Qu.:0.2200 1st Qu.:0.240
Median :0.4700 Median :0.3300 Median :0.3000 Median :0.320
Mean :0.4792 Mean :0.3757 Mean :0.3503 Mean :0.368
3rd Qu.:0.5800 3rd Qu.:0.4800 3rd Qu.:0.4300 3rd Qu.:0.440
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.000
blackPerCap indianPerCap AsianPerCap OtherPerCap
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.1725 1st Qu.:0.1100 1st Qu.:0.1900 1st Qu.:0.1700
Median :0.2500 Median :0.1700 Median :0.2800 Median :0.2500
Mean :0.2911 Mean :0.2035 Mean :0.3224 Mean :0.2846
3rd Qu.:0.3800 3rd Qu.:0.2500 3rd Qu.:0.4000 3rd Qu.:0.3600
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
HispPerCap NumUnderPov PctPopUnderPov PctLess9thGrade
Min. :0.0000 Min. :0.00000 Min. :0.000 Min. :0.0000
1st Qu.:0.2600 1st Qu.:0.01000 1st Qu.:0.110 1st Qu.:0.1600
Median :0.3450 Median :0.02000 Median :0.250 Median :0.2700
Mean :0.3863 Mean :0.05551 Mean :0.303 Mean :0.3158
3rd Qu.:0.4800 3rd Qu.:0.05000 3rd Qu.:0.450 3rd Qu.:0.4200
Max. :1.0000 Max. :1.00000 Max. :1.000 Max. :1.0000
PctNotHSGrad PctBSorMore PctUnemployed PctEmploy
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.2300 1st Qu.:0.2100 1st Qu.:0.2200 1st Qu.:0.3800
Median :0.3600 Median :0.3100 Median :0.3200 Median :0.5100
Mean :0.3833 Mean :0.3617 Mean :0.3635 Mean :0.5011
3rd Qu.:0.5100 3rd Qu.:0.4600 3rd Qu.:0.4800 3rd Qu.:0.6275
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
PctEmplManu PctEmplProfServ PctOccupManu PctOccupMgmtProf
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.2500 1st Qu.:0.3200 1st Qu.:0.2400 1st Qu.:0.3100
Median :0.3700 Median :0.4100 Median :0.3700 Median :0.4000
Mean :0.3964 Mean :0.4406 Mean :0.3912 Mean :0.4413
3rd Qu.:0.5200 3rd Qu.:0.5300 3rd Qu.:0.5100 3rd Qu.:0.5400
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
MalePctDivorce MalePctNevMarr FemalePctDiv TotalPctDiv
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.3300 1st Qu.:0.3100 1st Qu.:0.3600 1st Qu.:0.3600
Median :0.4700 Median :0.4000 Median :0.5000 Median :0.5000
Mean :0.4612 Mean :0.4345 Mean :0.4876 Mean :0.4943
3rd Qu.:0.5900 3rd Qu.:0.5000 3rd Qu.:0.6200 3rd Qu.:0.6300
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
PersPerFam PctFam2Par PctKids2Par PctYoungKids2Par
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.000
1st Qu.:0.4000 1st Qu.:0.4900 1st Qu.:0.4900 1st Qu.:0.530
Median :0.4700 Median :0.6300 Median :0.6400 Median :0.700
Mean :0.4877 Mean :0.6109 Mean :0.6207 Mean :0.664
3rd Qu.:0.5600 3rd Qu.:0.7600 3rd Qu.:0.7800 3rd Qu.:0.840
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.000
PctTeen2Par PctWorkMomYoungKids PctWorkMom NumIlleg
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.00000
1st Qu.:0.4800 1st Qu.:0.3900 1st Qu.:0.4200 1st Qu.:0.00000
Median :0.6100 Median :0.5100 Median :0.5400 Median :0.01000
Mean :0.5829 Mean :0.5014 Mean :0.5267 Mean :0.03629
3rd Qu.:0.7200 3rd Qu.:0.6200 3rd Qu.:0.6500 3rd Qu.:0.02000
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.00000
PctIlleg NumImmig PctImmigRecent PctImmigRec5
Min. :0.00 Min. :0.00000 Min. :0.0000 Min. :0.0000
1st Qu.:0.09 1st Qu.:0.00000 1st Qu.:0.1600 1st Qu.:0.2000
Median :0.17 Median :0.01000 Median :0.2900 Median :0.3400
Mean :0.25 Mean :0.03006 Mean :0.3202 Mean :0.3606
3rd Qu.:0.32 3rd Qu.:0.02000 3rd Qu.:0.4300 3rd Qu.:0.4800
Max. :1.00 Max. :1.00000 Max. :1.0000 Max. :1.0000
PctImmigRec8 PctImmigRec10 PctRecentImmig PctRecImmig5
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.2500 1st Qu.:0.2800 1st Qu.:0.0300 1st Qu.:0.0300
Median :0.3900 Median :0.4300 Median :0.0900 Median :0.0800
Mean :0.3991 Mean :0.4279 Mean :0.1814 Mean :0.1821
3rd Qu.:0.5300 3rd Qu.:0.5600 3rd Qu.:0.2300 3rd Qu.:0.2300
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
PctRecImmig8 PctRecImmig10 PctSpeakEnglOnly PctNotSpeakEnglWell
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.0300 1st Qu.:0.0300 1st Qu.:0.7300 1st Qu.:0.0300
Median :0.0900 Median :0.0900 Median :0.8700 Median :0.0600
Mean :0.1848 Mean :0.1829 Mean :0.7859 Mean :0.1506
3rd Qu.:0.2300 3rd Qu.:0.2300 3rd Qu.:0.9400 3rd Qu.:0.1600
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
PctLargHouseFam PctLargHouseOccup PersPerOccupHous PersPerOwnOccHous
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.1500 1st Qu.:0.1400 1st Qu.:0.3400 1st Qu.:0.3900
Median :0.2000 Median :0.1900 Median :0.4400 Median :0.4800
Mean :0.2676 Mean :0.2519 Mean :0.4621 Mean :0.4944
3rd Qu.:0.3100 3rd Qu.:0.2900 3rd Qu.:0.5500 3rd Qu.:0.5800
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
PersPerRentOccHous PctPersOwnOccup PctPersDenseHous PctHousLess3BR
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.2700 1st Qu.:0.4400 1st Qu.:0.0600 1st Qu.:0.4000
Median :0.3600 Median :0.5600 Median :0.1100 Median :0.5100
Mean :0.4041 Mean :0.5626 Mean :0.1863 Mean :0.4952
3rd Qu.:0.4900 3rd Qu.:0.7000 3rd Qu.:0.2200 3rd Qu.:0.6000
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
MedNumBR HousVacant PctHousOccup PctHousOwnOcc
Min. :0.0000 Min. :0.00000 Min. :0.0000 Min. :0.0000
1st Qu.:0.0000 1st Qu.:0.01000 1st Qu.:0.6300 1st Qu.:0.4300
Median :0.5000 Median :0.03000 Median :0.7700 Median :0.5400
Mean :0.3147 Mean :0.07682 Mean :0.7195 Mean :0.5487
3rd Qu.:0.5000 3rd Qu.:0.07000 3rd Qu.:0.8600 3rd Qu.:0.6700
Max. :1.0000 Max. :1.00000 Max. :1.0000 Max. :1.0000
PctVacantBoarded PctVacMore6Mos MedYrHousBuilt PctHousNoPhone
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.0600 1st Qu.:0.2900 1st Qu.:0.3500 1st Qu.:0.0600
Median :0.1300 Median :0.4200 Median :0.5200 Median :0.1850
Mean :0.2045 Mean :0.4333 Mean :0.4942 Mean :0.2645
3rd Qu.:0.2700 3rd Qu.:0.5600 3rd Qu.:0.6700 3rd Qu.:0.4200
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
PctWOFullPlumb OwnOccLowQuart OwnOccMedVal OwnOccHiQuart
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.1000 1st Qu.:0.0900 1st Qu.:0.0900 1st Qu.:0.0900
Median :0.1900 Median :0.1800 Median :0.1700 Median :0.1800
Mean :0.2431 Mean :0.2647 Mean :0.2635 Mean :0.2689
3rd Qu.:0.3300 3rd Qu.:0.4000 3rd Qu.:0.3900 3rd Qu.:0.3800
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
RentLowQ RentMedian RentHighQ MedRent
Min. :0.0000 Min. :0.0000 Min. :0.000 Min. :0.0000
1st Qu.:0.1700 1st Qu.:0.2000 1st Qu.:0.220 1st Qu.:0.2100
Median :0.3100 Median :0.3300 Median :0.370 Median :0.3400
Mean :0.3464 Mean :0.3725 Mean :0.423 Mean :0.3841
3rd Qu.:0.4900 3rd Qu.:0.5200 3rd Qu.:0.590 3rd Qu.:0.5300
Max. :1.0000 Max. :1.0000 Max. :1.000 Max. :1.0000
MedRentPctHousInc MedOwnCostPctInc MedOwnCostPctIncNoMtg NumInShelters
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.00000
1st Qu.:0.3700 1st Qu.:0.3200 1st Qu.:0.2500 1st Qu.:0.00000
Median :0.4800 Median :0.4500 Median :0.3700 Median :0.00000
Mean :0.4901 Mean :0.4498 Mean :0.4038 Mean :0.02944
3rd Qu.:0.5900 3rd Qu.:0.5800 3rd Qu.:0.5100 3rd Qu.:0.01000
Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.00000
NumStreet PctForeignBorn PctBornSameState PctSameHouse85
Min. :0.00000 Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.00000 1st Qu.:0.0600 1st Qu.:0.4700 1st Qu.:0.4200
Median :0.00000 Median :0.1300 Median :0.6300 Median :0.5400
Mean :0.02278 Mean :0.2156 Mean :0.6089 Mean :0.5351
3rd Qu.:0.00000 3rd Qu.:0.2800 3rd Qu.:0.7775 3rd Qu.:0.6600
Max. :1.00000 Max. :1.0000 Max. :1.0000 Max. :1.0000
PctSameCity85 PctSameState85 LandArea PopDens
Min. :0.0000 Min. :0.0000 Min. :0.00000 Min. :0.0000
1st Qu.:0.5200 1st Qu.:0.5600 1st Qu.:0.02000 1st Qu.:0.1000
Median :0.6700 Median :0.7000 Median :0.04000 Median :0.1700
Mean :0.6264 Mean :0.6515 Mean :0.06523 Mean :0.2329
3rd Qu.:0.7700 3rd Qu.:0.7900 3rd Qu.:0.07000 3rd Qu.:0.2800
Max. :1.0000 Max. :1.0000 Max. :1.00000 Max. :1.0000
PctUsePubTrans LemasPctOfficDrugUn ViolentCrimesPerPop
Min. :0.0000 Min. :0.00000 Min. :0.000
1st Qu.:0.0200 1st Qu.:0.00000 1st Qu.:0.070
Median :0.0700 Median :0.00000 Median :0.150
Mean :0.1617 Mean :0.09405 Mean :0.238
3rd Qu.:0.1900 3rd Qu.:0.00000 3rd Qu.:0.330
Max. :1.0000 Max. :1.00000 Max. :1.000
> names(us.crime)
[1] "state" "fold" "population"
[4] "householdsize" "racepctblack" "racePctWhite"
[7] "racePctAsian" "racePctHisp" "agePct12t21"
[10] "agePct12t29" "agePct16t24" "agePct65up"
[13] "numbUrban" "pctUrban" "medIncome"
[16] "pctWWage" "pctWFarmSelf" "pctWInvInc"
[19] "pctWSocSec" "pctWPubAsst" "pctWRetire"
[22] "medFamInc" "perCapInc" "whitePerCap"
[25] "blackPerCap" "indianPerCap" "AsianPerCap"
[28] "OtherPerCap" "HispPerCap" "NumUnderPov"
[31] "PctPopUnderPov" "PctLess9thGrade" "PctNotHSGrad"
[34] "PctBSorMore" "PctUnemployed" "PctEmploy"
[37] "PctEmplManu" "PctEmplProfServ" "PctOccupManu"
[40] "PctOccupMgmtProf" "MalePctDivorce" "MalePctNevMarr"
[43] "FemalePctDiv" "TotalPctDiv" "PersPerFam"
[46] "PctFam2Par" "PctKids2Par" "PctYoungKids2Par"
[49] "PctTeen2Par" "PctWorkMomYoungKids" "PctWorkMom"
[52] "NumIlleg" "PctIlleg" "NumImmig"
[55] "PctImmigRecent" "PctImmigRec5" "PctImmigRec8"
[58] "PctImmigRec10" "PctRecentImmig" "PctRecImmig5"
[61] "PctRecImmig8" "PctRecImmig10" "PctSpeakEnglOnly"
[64] "PctNotSpeakEnglWell" "PctLargHouseFam" "PctLargHouseOccup"
[67] "PersPerOccupHous" "PersPerOwnOccHous" "PersPerRentOccHous"
[70] "PctPersOwnOccup" "PctPersDenseHous" "PctHousLess3BR"
[73] "MedNumBR" "HousVacant" "PctHousOccup"
[76] "PctHousOwnOcc" "PctVacantBoarded" "PctVacMore6Mos"
[79] "MedYrHousBuilt" "PctHousNoPhone" "PctWOFullPlumb"
[82] "OwnOccLowQuart" "OwnOccMedVal" "OwnOccHiQuart"
[85] "RentLowQ" "RentMedian" "RentHighQ"
[88] "MedRent" "MedRentPctHousInc" "MedOwnCostPctInc"
[91] "MedOwnCostPctIncNoMtg" "NumInShelters" "NumStreet"
[94] "PctForeignBorn" "PctBornSameState" "PctSameHouse85"
[97] "PctSameCity85" "PctSameState85" "LandArea"
[100] "PopDens" "PctUsePubTrans" "LemasPctOfficDrugUn"
[103] "ViolentCrimesPerPop"
> nrow(us.crime)
[1] 1994
> result <- classic.to.sym(us.crime, concept="state",
+ variables=c("NumInShelters", "NumImmig"),
+ variables.types=c("$H", "$H"))
> result
$N
[1] 46
$M
[1] 2
$sym.obj.names
[1] "1" "2" "4" "5" "6" "8" "9" "10" "11" "12" "13" "16" "18" "19" "20"
[16] "21" "22" "23" "24" "25" "27" "28" "29" "32" "33" "34" "35" "36" "37" "38"
[31] "39" "40" "41" "42" "44" "45" "46" "47" "48" "49" "50" "51" "53" "54" "55"
[46] "56"
$sym.var.names
[1] "NumInShelters" "NumImmig"
$sym.var.types
[1] "$H" "$H"
$sym.var.length
[1] 54 47
$sym.var.starts
[1] 3 59
$meta
$H NumInShelters 0 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 0.09
1 $H 54 0.744 0.070 0.070 0.023 0.000 0.000 0.023 0.000 0.000 0.000
2 $H 54 0.000 0.333 0.000 0.000 0.333 0.000 0.000 0.000 0.000 0.000
4 $H 54 0.600 0.150 0.000 0.100 0.000 0.000 0.000 0.000 0.000 0.000
5 $H 54 0.680 0.120 0.120 0.000 0.040 0.000 0.000 0.000 0.040 0.000
6 $H 54 0.522 0.112 0.054 0.068 0.040 0.032 0.014 0.022 0.018 0.007
8 $H 54 0.360 0.120 0.160 0.080 0.080 0.040 0.040 0.000 0.000 0.000
9 $H 54 0.551 0.159 0.043 0.029 0.072 0.000 0.043 0.014 0.014 0.000
10 $H 54 0.000 1.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
11 $H 54 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
12 $H 54 0.644 0.089 0.056 0.044 0.022 0.044 0.000 0.000 0.011 0.011
13 $H 54 0.595 0.135 0.054 0.027 0.027 0.054 0.000 0.000 0.027 0.000
16 $H 54 0.571 0.143 0.143 0.000 0.000 0.000 0.000 0.000 0.000 0.143
18 $H 54 0.583 0.188 0.000 0.021 0.062 0.062 0.021 0.000 0.021 0.000
19 $H 54 0.550 0.200 0.050 0.000 0.000 0.100 0.050 0.000 0.000 0.000
20 $H 54 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
21 $H 54 0.692 0.154 0.077 0.038 0.000 0.000 0.000 0.000 0.000 0.000
22 $H 54 0.591 0.136 0.000 0.136 0.000 0.000 0.000 0.045 0.045 0.000
23 $H 54 0.706 0.118 0.000 0.118 0.000 0.000 0.000 0.000 0.000 0.000
24 $H 54 0.333 0.250 0.083 0.250 0.000 0.000 0.000 0.000 0.000 0.000
25 $H 54 0.711 0.083 0.025 0.050 0.033 0.033 0.000 0.008 0.000 0.000
27 $H 54 0.857 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
28 $H 54 0.632 0.211 0.053 0.000 0.053 0.053 0.000 0.000 0.000 0.000
29 $H 54 0.833 0.024 0.071 0.024 0.000 0.000 0.000 0.000 0.000 0.000
32 $H 54 0.200 0.200 0.200 0.000 0.000 0.000 0.000 0.000 0.000 0.000
33 $H 54 0.714 0.048 0.095 0.048 0.048 0.000 0.000 0.000 0.000 0.048
34 $H 54 0.701 0.133 0.028 0.033 0.014 0.009 0.028 0.014 0.000 0.000
35 $H 54 0.500 0.300 0.000 0.000 0.000 0.100 0.000 0.000 0.000 0.000
36 $H 54 0.457 0.087 0.022 0.065 0.000 0.043 0.000 0.043 0.022 0.022
37 $H 54 0.370 0.304 0.087 0.022 0.022 0.043 0.043 0.022 0.022 0.000
38 $H 54 0.500 0.000 0.125 0.125 0.125 0.000 0.000 0.125 0.000 0.000
39 $H 54 0.780 0.092 0.037 0.000 0.028 0.000 0.009 0.009 0.000 0.000
40 $H 54 0.472 0.194 0.083 0.056 0.111 0.000 0.028 0.000 0.000 0.000
41 $H 54 0.387 0.323 0.000 0.032 0.000 0.065 0.065 0.032 0.000 0.000
42 $H 54 0.772 0.050 0.010 0.040 0.030 0.010 0.020 0.010 0.000 0.000
44 $H 54 0.769 0.077 0.038 0.038 0.000 0.038 0.000 0.000 0.000 0.000
45 $H
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