R_Week2
Ajay_Talluri
January 20, 2019
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#Practice from PPT
x <- 4:14
x## [1] 4 5 6 7 8 9 10 11 12 13 14y <- c(5.39,5.73,6.08,6.42,6.77,7.11,7.46,7.81,8.15,12.74,8.84)
y## [1] 5.39 5.73 6.08 6.42 6.77 7.11 7.46 7.81 8.15 12.74 8.84summary(x)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 4.0 6.5 9.0 9.0 11.5 14.0var(x)## [1] 11summary(y)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 5.39 6.25 7.11 7.50 7.98 12.74var(y)## [1] 4.12262plot(y~x)
lm(y~x)##
## Call:
## lm(formula = y ~ x)
##
## Coefficients:
## (Intercept) x
## 3.0025 0.4997#Get your data into R
mydata <- read.csv('yearly_sales.csv');
#R will read the first line as data, not column headers
mydata <- read.csv('yearly_sales.csv',header=FALSE)
# indicates there's a header row in the file with header=TRUE
mydata <- read.csv('yearly_sales.csv',header=TRUE)
head(mydata)## cust_id sales_total num_of_orders gender
## 1 100001 800.64 3 F
## 2 100002 217.53 3 F
## 3 100003 74.58 2 M
## 4 100004 498.60 3 M
## 5 100005 723.11 4 F
## 6 100006 69.43 2 Ftail(mydata)## cust_id sales_total num_of_orders gender
## 9995 109995 141.42000 2 M
## 9996 109996 190.27000 1 F
## 9997 109997 45.28000 2 F
## 9998 109998 152.07000 2 M
## 9999 109999 87.67000 1 M
## 10000 110000 97.16345 2 M#row names and column names of My data
colnames(mydata)## [1] "cust_id" "sales_total" "num_of_orders" "gender"#rownames(mydata) Very large output
# Summary of mydata
summary(mydata)## cust_id sales_total num_of_orders gender
## Min. :100001 Min. : 30.02 Min. : 1.000 F:5035
## 1st Qu.:102501 1st Qu.: 80.29 1st Qu.: 2.000 M:4965
## Median :105001 Median : 151.65 Median : 2.000
## Mean :105001 Mean : 249.46 Mean : 2.428
## 3rd Qu.:107500 3rd Qu.: 295.50 3rd Qu.: 3.000
## Max. :110000 Max. :7606.09 Max. :22.000#import zipincome from GitHub
data<- read.csv("zipIncome.csv")
#get names from data
names(data) ## [1] "MeanEducation" "MeanHouseholdIncome" "Zip1"data #Display the data of the file## MeanEducation MeanHouseholdIncome Zip1
## 1 10.868303 19109.252 0
## 2 11.062738 21591.532 0
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## 1994 0.000000 0.000 1
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## 2013 12.982281 76150.864 1
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## 2017 12.368519 56163.515 1
## 2018 14.771773 76011.442 1
## 2019 15.392008 121676.968 1
## 2020 15.530178 146377.989 1
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## 31976 10.445963 42769.111 9
## 31977 12.878788 36390.805 9
## 31978 12.733333 30331.325 9
## 31979 13.055765 43335.123 9
## 31980 13.559140 62965.234 9
## 31981 0.000000 0.000 9
## 31982 14.070411 80090.969 9
## 31983 11.250000 39714.286 9
## 31984 12.057971 37843.750 9
## 31985 12.623053 53966.077 9
## 31986 11.123288 44606.667 9
## 31987 12.500000 41099.448 9
## 31988 12.125000 73677.778 9
## 31989 12.615385 33303.030 9
## 31990 12.326087 59357.843 9
## 31991 10.529412 20794.643 9
## 31992 14.186870 82605.394 9
## 31993 11.503030 41789.604 9
## 31994 12.853741 38197.753 9
## 31995 11.836735 29861.111 9
## 31996 11.666667 32500.000 9
## 31997 13.071134 52668.333 9
## 31998 11.133641 62097.087 9
## 31999 12.640000 50212.963 9
## 32000 11.157143 31506.757 9
## 32001 11.000000 35306.250 9
## 32002 11.793970 41536.408 9
## 32003 11.647727 27252.747 9
## 32004 11.630137 28553.571 9
## 32005 12.171429 52938.776 9
## 32006 11.000000 78951.613 9
## 32007 12.644114 50696.745 9
## 32008 13.061922 62358.697 9
## 32009 12.524528 56497.585 9
## 32010 12.054545 36347.619 9
## 32011 11.235294 32535.714 9
## 32012 11.391304 22180.556 9
## 32013 11.065574 43870.690 9
## 32014 12.012163 76462.512 9
## 32015 12.917355 53967.593 9
## 32016 13.982590 71938.290 9
## 32017 12.650919 56707.143 9
## 32018 11.820000 32034.247 9
## 32019 13.060606 36903.846 9
## 32020 14.921348 50416.000 9
## 32021 12.205128 38000.000 9
## 32022 11.436842 35789.941 9
## 32023 12.985816 64380.117 9
## 32024 11.830769 34096.386 9
## 32025 12.467593 72281.106 9
## 32026 11.254545 29664.474 9
## 32027 12.005952 41705.696 9
## 32028 11.430769 31554.217 9
## 32029 12.359375 40328.571 9
## 32030 13.887324 55494.382 9
## 32031 14.683794 44742.308 9
## 32032 12.881533 52285.047 9
## 32033 13.366667 39260.870 9
## 32034 13.357406 63250.441 9
## 32035 13.507987 55208.609 9
## 32036 12.840669 58120.717 9
## 32037 11.666667 23250.000 9
## 32038 12.736598 56172.571 9summary(data) #summary of the data## MeanEducation MeanHouseholdIncome Zip1
## Min. : 0.00 Min. : 0 Min. :0.000
## 1st Qu.:11.88 1st Qu.: 37644 1st Qu.:2.000
## Median :12.43 Median : 44163 Median :4.000
## Mean :12.52 Mean : 48245 Mean :4.473
## 3rd Qu.:13.10 3rd Qu.: 54373 3rd Qu.:7.000
## Max. :19.00 Max. :250000 Max. :9.000mean(data$income) #funciton to get mean of the data## Warning in mean.default(data$income): argument is not numeric or logical:
## returning NA## [1] NAplot(data) #plotting data from zipincome
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