From ad2aa32e9e9d826c88258a6f9d4830b63fde5b2d Mon Sep 17 00:00:00 2001 From: Daniel Berry Date: Thu, 17 Nov 2016 11:09:59 -0500 Subject: [PATCH] Added modeling file and plots --- ETL.r | 7 ++ Plot of Assault..Homicide..png | Bin 0 -> 134859 bytes Plot of Below.Poverty.Level.png | Bin 0 -> 117343 bytes Plot of Birth.Rate.png | Bin 0 -> 121826 bytes Plot of Breast.cancer.in.females.png | Bin 0 -> 126509 bytes Plot of CTA_counts.png | Bin 0 -> 117377 bytes Plot of Cancer..All.Sites..png | Bin 0 -> 131394 bytes ...f Childhood.Blood.Lead.Level.Screening.png | Bin 0 -> 127353 bytes Plot of Childhood.Lead.Poisoning.png | Bin 0 -> 123538 bytes Plot of Colorectal.Cancer.png | Bin 0 -> 135007 bytes Plot of Community.Area.Number.png | Bin 0 -> 134632 bytes Plot of Community.Area.x.png | Bin 0 -> 133699 bytes Plot of Crowded.Housing.png | Bin 0 -> 126009 bytes Plot of Dependency.png | Bin 0 -> 131312 bytes Plot of Diabetes.related.png | Bin 0 -> 125648 bytes Plot of Firearm.related.png | Bin 0 -> 140340 bytes Plot of General.Fertility.Rate.png | Bin 0 -> 119252 bytes Plot of Gonorrhea.in.Females.png | Bin 0 -> 127767 bytes Plot of Gonorrhea.in.Males.png | Bin 0 -> 127668 bytes Plot of HARDSHIP.INDEX.png | Bin 0 -> 122399 bytes Plot of HISP.png | Bin 0 -> 117255 bytes Plot of HISP_p.png | Bin 0 -> 119383 bytes Plot of Infant.Mortality.Rate.png | Bin 0 -> 128330 bytes Plot of Low.Birth.Weight.png | Bin 0 -> 126578 bytes Plot of Lung.Cancer.png | Bin 0 -> 135694 bytes Plot of Multiple.Race...png | Bin 0 -> 128140 bytes Plot of Multiple.Race.._p.png | Bin 0 -> 127017 bytes Plot of NHAM.png | Bin 0 -> 128801 bytes Plot of NHAM_p.png | Bin 0 -> 113787 bytes Plot of NHAS.png | Bin 0 -> 118116 bytes Plot of NHAS_p.png | Bin 0 -> 118734 bytes Plot of NHB.png | Bin 0 -> 113737 bytes Plot of NHB_p.png | Bin 0 -> 116249 bytes Plot of NHOTHER.png | Bin 0 -> 128010 bytes Plot of NHOTHER_p.png | Bin 0 -> 135304 bytes Plot of NHW.png | Bin 0 -> 118572 bytes Plot of NHW_p.png | Bin 0 -> 117700 bytes Plot of No.High.School.Diploma.png | Bin 0 -> 122745 bytes Plot of PER.CAPITA.INCOME.png | Bin 0 -> 127787 bytes Plot of PERCENT.AGED.16..UNEMPLOYED.png | Bin 0 -> 126259 bytes ...T.AGED.25..WITHOUT.HIGH.SCHOOL.DIPLOMA.png | Bin 0 -> 132170 bytes Plot of PERCENT.AGED.UNDER.18.OR.OVER.64.png | Bin 0 -> 143044 bytes Plot of PERCENT.HOUSEHOLDS.BELOW.POVERTY.png | Bin 0 -> 126870 bytes Plot of PERCENT.OF.HOUSING.CROWDED.png | Bin 0 -> 129929 bytes ...atal.Care.Beginning.in.First.Trimester.png | Bin 0 -> 136814 bytes Plot of Preterm.Births.png | Bin 0 -> 126532 bytes Plot of Prostate.Cancer.in.Males.png | Bin 0 -> 134160 bytes Plot of Stroke..Cerebrovascular.Disease..png | Bin 0 -> 154314 bytes Plot of TOTAL.POPULATION.png | Bin 0 -> 106628 bytes Plot of TOTAL.png | Bin 0 -> 134655 bytes Plot of Teen.Birth.Rate.png | Bin 0 -> 121384 bytes Plot of Tuberculosis.png | Bin 0 -> 124801 bytes Plot of Unemployment.png | Bin 0 -> 125945 bytes Plot of desert.png | Bin 0 -> 119903 bytes Plot of nearest_supermarket.png | Bin 0 -> 120788 bytes Plot of store_counts.png | Bin 0 -> 117014 bytes Plot of vacant_counts.png | Bin 0 -> 115037 bytes model.r | 86 ++++++++++++++++++ plots.r | 42 ++++++++- 59 files changed, 134 insertions(+), 1 deletion(-) create mode 100644 Plot of Assault..Homicide..png create mode 100644 Plot of Below.Poverty.Level.png create mode 100644 Plot of Birth.Rate.png create mode 100644 Plot of Breast.cancer.in.females.png create mode 100644 Plot of CTA_counts.png create mode 100644 Plot of Cancer..All.Sites..png create mode 100644 Plot of Childhood.Blood.Lead.Level.Screening.png create mode 100644 Plot of Childhood.Lead.Poisoning.png create mode 100644 Plot of Colorectal.Cancer.png create mode 100644 Plot of Community.Area.Number.png create mode 100644 Plot of Community.Area.x.png create mode 100644 Plot of Crowded.Housing.png create mode 100644 Plot of Dependency.png create mode 100644 Plot of Diabetes.related.png create mode 100644 Plot of Firearm.related.png create mode 100644 Plot of General.Fertility.Rate.png create mode 100644 Plot of Gonorrhea.in.Females.png create mode 100644 Plot of Gonorrhea.in.Males.png create mode 100644 Plot of HARDSHIP.INDEX.png create mode 100644 Plot of HISP.png create mode 100644 Plot of HISP_p.png create mode 100644 Plot of Infant.Mortality.Rate.png create mode 100644 Plot of Low.Birth.Weight.png create mode 100644 Plot of Lung.Cancer.png create mode 100644 Plot of Multiple.Race...png create mode 100644 Plot of Multiple.Race.._p.png create mode 100644 Plot of NHAM.png create mode 100644 Plot of NHAM_p.png create mode 100644 Plot of NHAS.png create mode 100644 Plot of NHAS_p.png create mode 100644 Plot of NHB.png create mode 100644 Plot of NHB_p.png create mode 100644 Plot of NHOTHER.png create mode 100644 Plot of NHOTHER_p.png create mode 100644 Plot of NHW.png create mode 100644 Plot of NHW_p.png create mode 100644 Plot of No.High.School.Diploma.png create mode 100644 Plot of PER.CAPITA.INCOME.png create mode 100644 Plot of PERCENT.AGED.16..UNEMPLOYED.png create mode 100644 Plot of PERCENT.AGED.25..WITHOUT.HIGH.SCHOOL.DIPLOMA.png create mode 100644 Plot of PERCENT.AGED.UNDER.18.OR.OVER.64.png create mode 100644 Plot of PERCENT.HOUSEHOLDS.BELOW.POVERTY.png create mode 100644 Plot of PERCENT.OF.HOUSING.CROWDED.png create mode 100644 Plot of Prenatal.Care.Beginning.in.First.Trimester.png create mode 100644 Plot of Preterm.Births.png create mode 100644 Plot of Prostate.Cancer.in.Males.png create mode 100644 Plot of Stroke..Cerebrovascular.Disease..png create mode 100644 Plot of TOTAL.POPULATION.png create mode 100644 Plot of TOTAL.png create mode 100644 Plot of Teen.Birth.Rate.png create mode 100644 Plot of Tuberculosis.png create mode 100644 Plot of Unemployment.png create mode 100644 Plot of desert.png create mode 100644 Plot of nearest_supermarket.png create mode 100644 Plot of store_counts.png create mode 100644 Plot of vacant_counts.png create mode 100644 model.r diff --git a/ETL.r b/ETL.r index 9881bf2..4912225 100644 --- a/ETL.r +++ b/ETL.r @@ -170,6 +170,13 @@ socioeconomic <- read.csv('Census_Data_-_Selected_socioeconomic_indicators_in_Ch race <- read.csv('race.csv', stringsAsFactors = FALSE) +## NHW: Non-hispanic white +## NHB: non-hispanic black +## NHAM: american indian/alaskan native, non hispanic +## NHAS: asian, not hispanic +## NHOTHER: other single race, not hispanic + + block_data$Neighborhood <- as.character(block_data$Neighborhood) ## Set up table to match subneighborhoods diff --git a/Plot of Assault..Homicide..png b/Plot of Assault..Homicide..png new file mode 100644 index 0000000000000000000000000000000000000000..36a9384f6f3f5861a2c09be0499c3f139cb16ae6 GIT binary patch literal 134859 zcmeFaXH=70*DkDxilP)jid02FsRGigq9D?wccS!;0clbq8wI3_H0f9X>C!uq8tEv# zBcTTfp+hKVW$*nw=XuAwHSc%E_v8D<;g2ID#I^140PV>YG!i(0jvX2yGWtks2Ia*lTnV&cz5*n&yWJRw< zDOKfc$#T6@!|wL0XP>1nvR;hTzWu(q5;is_JT&b`` zpPsMC(v69rJV_Ow$4$*YSzGs*-ayF|r 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