library (mosaicCalc)
## Loading required package: mosaic
## Registered S3 method overwritten by 'mosaic':
## method from
## fortify.SpatialPolygonsDataFrame ggplot2
##
## The 'mosaic' package masks several functions from core packages in order to add
## additional features. The original behavior of these functions should not be affected by this.
##
## Attaching package: 'mosaic'
## The following objects are masked from 'package:dplyr':
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## count, do, tally
## The following object is masked from 'package:Matrix':
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## mean
## The following object is masked from 'package:ggplot2':
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## stat
## The following objects are masked from 'package:stats':
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## binom.test, cor, cor.test, cov, fivenum, IQR, median, prop.test,
## quantile, sd, t.test, var
## The following objects are masked from 'package:base':
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## max, mean, min, prod, range, sample, sum
## Loading required package: mosaicCore
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## Attaching package: 'mosaicCore'
## The following objects are masked from 'package:dplyr':
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## count, tally
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## Attaching package: 'mosaicCalc'
## The following object is masked from 'package:stats':
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## D
Housing = read.csv("http://www.mosaic-web.org/go/datasets/Income-Housing.csv")
Housing
## Income IncomePercentile CrimeProblem AbandonedBuildings IncompleteBathroom
## 1 3914 5 39.6 12.6 2.6
## 2 10817 15 32.4 10.0 3.3
## 3 21097 30 26.7 7.1 2.3
## 4 34548 50 23.9 4.1 2.1
## 5 51941 70 21.4 2.3 2.4
## 6 72079 90 19.9 1.2 2.0
## NoCentralHeat ExposedWires AirConditioning TwoBathrooms MotorVehicle
## 1 32.3 5.5 52.3 13.9 57.3
## 2 34.7 5.0 55.4 16.9 82.1
## 3 28.1 2.4 61.7 24.8 91.7
## 4 21.4 2.1 69.8 39.6 97.0
## 5 14.9 1.4 73.9 51.2 98.0
## 6 9.6 1.0 76.7 73.2 99.0
## TwoVehicles ClothesWasher ClothesDryer Dishwasher Telephone
## 1 17.3 57.8 37.5 16.5 68.7
## 2 34.3 61.4 38.0 16.0 79.7
## 3 56.4 78.6 62.0 25.8 90.8
## 4 75.3 84.4 75.2 41.6 96.5
## 5 86.6 92.8 88.9 58.2 98.3
## 6 92.9 97.1 95.6 79.7 99.5
## DoctorVisitsUnder7 DoctorVisits7To18 NoDoctorVisitUnder7 NoDoctorVisit7To18
## 1 3.6 2.6 13.7 31.2
## 2 3.7 2.6 14.9 32.0
## 3 3.6 2.1 13.8 31.4
## 4 4.0 2.3 10.4 27.3
## 5 4.0 2.5 7.7 23.9
## 6 4.7 3.1 5.3 17.5
Housing ## Income IncomePercentile CrimeProblem AbandonedBuildings IncompleteBathroom ## 1 3914 5 39.6 12.6 2.6 ## 2 10817 15 32.4 10.0 3.3 ## 3 21097 30 26.7 7.1 2.3 ## 4 34548 50 23.9 4.1 2.1 ## 5 51941 70 21.4 2.3 2.4 ## 6 72079 90 19.9 1.2 2.0 ## NoCentralHeat ExposedWires AirConditioning TwoBathrooms MotorVehicle ## 1 32.3 5.5 52.3 13.9 57.3 ## 2 34.7 5.0 55.4 16.9 82.1 ## 3 28.1 2.4 61.7 24.8 91.7 ## 4 21.4 2.1 69.8 39.6 97.0 ## 5 14.9 1.4 73.9 51.2 98.0 ## 6 9.6 1.0 76.7 73.2 99.0 ## TwoVehicles ClothesWasher ClothesDryer Dishwasher Telephone ## 1 17.3 57.8 37.5 16.5 68.7 ## 2 34.3 61.4 38.0 16.0 79.7 ## 3 56.4 78.6 62.0 25.8 90.8 ## 4 75.3 84.4 75.2 41.6 96.5 ## 5 86.6 92.8 88.9 58.2 98.3 ## 6 92.9 97.1 95.6 79.7 99.5 ## DoctorVisitsUnder7 DoctorVisits7To18 NoDoctorVisitUnder7 NoDoctorVisit7To18 ## 1 3.6 2.6 13.7 31.2 ## 2 3.7 2.6 14.9 32.0 ## 3 3.6 2.1 13.8 31.4 ## 4 4.0 2.3 10.4 27.3 ## 5 4.0 2.5 7.7 23.9 ## 6 4.7 3.1 5.3 17.5 ## Income IncomePercentile CrimeProblem AbandonedBuildings ## 1 3914 5 39.6 12.6 ## 2 10817 15 32.4 10.0 ## 3 21097 30 26.7 7.1 ## 4 34548 50 23.9 4.1 ## 5 51941 70 21.4 2.3 ## 6 72079 90 19.9 1.2 names(Housing) ## [1] “Income” “IncomePercentile” “CrimeProblem” ## [4] “AbandonedBuildings” “IncompleteBathroom” “NoCentralHeat” ## [7] “ExposedWires” “AirConditioning” “TwoBathrooms” ## [10] “MotorVehicle” “TwoVehicles” “ClothesWasher” ## [13] “ClothesDryer” “Dishwasher” “Telephone” ## [16] “DoctorVisitsUnder7” “DoctorVisits7To18” “NoDoctorVisitUnder7” ## [19] “NoDoctorVisit7To18” ## [1] “Income” “IncomePercentile” “CrimeProblem” ## [4] “AbandonedBuildings” “IncompleteBathroom” “NoCentralHeat” ## [7] “ExposedWires” “AirConditioning” “TwoBathrooms” ## [10] “MotorVehicle” “TwoVehicles” “ClothesWasher” ## [13] “ClothesDryer” “Dishwasher” “Telephone” ## [16] “DoctorVisitsUnder7” “DoctorVisits7To18” “NoDoctorVisitUnder7” ## [19] “NoDoctorVisit7To18” library(readr) write.csv(Housing,“…houstingup2”)