Convert from R to python

# Ucitavanje podataka
creditdata = read.csv('creditdata.csv')
summary(creditdata)


# Priprema podataka
creditdata$education = factor(creditdata$education,levels = c(1,2,3),labels = c('elementary','secondary', 'university'))
creditdata$marriage = factor(creditdata$marriage,levels = c(1,2),labels = c('single','married'))
creditdata$apartment = factor(creditdata$apartment,levels = c(1,2),labels = c('rent','own'))
creditdata$default = factor(creditdata$default,levels = c(0,1),labels = c(FALSE,TRUE))
summary(creditdata)

require(nortest)

lillie.test(creditdata$income)
lillie.test(creditdata$income[creditdata$education=='elementary'])
lillie.test(creditdata$income[creditdata$education=='secondary'])
lillie.test(creditdata$income[creditdata$education=='university'])


hist(creditdata$income[creditdata$education=='elementary'])
hist(creditdata$income[creditdata$education=='secondary'])
hist(creditdata$income[creditdata$education=='university'])

# Testiranje homogenosti varijance uzoraka Bartlettovim testom
bartlett.test(creditdata$income ~ creditdata$education)
var((creditdata$income[creditdata$education=='elementary']))
var((creditdata$income[creditdata$education=='secondary']))
var((creditdata$income[creditdata$education=='university']))

# Graficki prikaz podataka
boxplot(creditdata$income ~ creditdata$education)

# Test
a = aov(creditdata$income ~ creditdata$education)
summary(a)

# Linearni model
model = lm(income ~ education, data = creditdata)
summary(model)

anova(model)

Source: xavierdupre.fr

Similar codes

32 votes136 views10 answers
Google translate
Python
6 votes135 views2 answers
Remove all html tags and text from string python
Python
1 vote140 views1 answer
Print upto 1 decimal place python
Python
20 votes235 views5 answers
How to merge two pandas dataframes on a column
Python
0 vote182 views1 answer
Flask debugtoolbar
Python Flask
0 vote130 views1 answer
Pd.save example
Python
34 votes146 views6 answers
Round python
Python
0 vote131 views1 answer
Python repet x time
Python
2 votes145 views2 answers
Python do nothing
Python
0 vote138 views1 answer
Import views
Python