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Help . With my RStudio project it is saying it cant take my excel as an csv file because it is a xls or xslx
Help With my RStudio project it is saying it cant take my excel as an csv file because it is a xls or xslx my code is below. # Read the data housingdata read.csvHousingcsv stringsAsFactors TRUE # Print the first observations headhousingdata, # Select specific columns housingdata housingdata cprice "area", "bedrooms", "stories", "basement", "furnishingstatus" # Print the first observations to verify headhousingdata, # Check variable types strhousingdata # Summary statistics summaryhousingdata # Load ggplot for plotting libraryggplot # Create bar charts for factor variables factorvars sapplyhousingdata, isfactor for var in namesfactorvarsfactorvars ggplothousingdata, aesstringx var geombar ggtitlepasteBar Chart of var xlabvar ylabCount thememinimal # Histograms ggplothousingdata, aesx price geomhistogrambinwidth fill "blue", color "black" ggtitleHistogram of Price" xlabPrice ylabFrequency thememinimal ggplothousingdata, aesx area geomhistogrambinwidth fill "green", color "black" ggtitleHistogram of Area" xlabArea ylabFrequency thememinimal # Scatter plot ggplothousingdata, aesx area, y price geompoint ggtitleScatter Plot of Price vs Area" xlabArea ylabPrice thememinimal # Subset data for homes with basement housingbasement subsethousingdata, basement "yes" # Print the first few lines headhousingbasement # Pie chart ggplothousingbasement, aesx fill furnishingstatus geombarwidth coordpolartheta y ggtitlePie Chart of Furnishing Status Homes with Basement thememinimal
Help With my RStudio project it is saying it cant take my excel as an csv file because it is a xls or xslx my code is below.
# Read the data
housingdata read.csvHousingcsv stringsAsFactors TRUE
# Print the first observations
headhousingdata,
# Select specific columns
housingdata housingdata cprice "area", "bedrooms", "stories", "basement", "furnishingstatus"
# Print the first observations to verify
headhousingdata,
# Check variable types
strhousingdata
# Summary statistics
summaryhousingdata
# Load ggplot for plotting
libraryggplot
# Create bar charts for factor variables
factorvars sapplyhousingdata, isfactor
for var in namesfactorvarsfactorvars
ggplothousingdata, aesstringx var
geombar
ggtitlepasteBar Chart of var
xlabvar
ylabCount
thememinimal
# Histograms
ggplothousingdata, aesx price
geomhistogrambinwidth fill "blue", color "black"
ggtitleHistogram of Price"
xlabPrice
ylabFrequency
thememinimal
ggplothousingdata, aesx area
geomhistogrambinwidth fill "green", color "black"
ggtitleHistogram of Area"
xlabArea
ylabFrequency
thememinimal
# Scatter plot
ggplothousingdata, aesx area, y price
geompoint
ggtitleScatter Plot of Price vs Area"
xlabArea
ylabPrice
thememinimal
# Subset data for homes with basement
housingbasement subsethousingdata, basement "yes"
# Print the first few lines
headhousingbasement
# Pie chart
ggplothousingbasement, aesx fill furnishingstatus
geombarwidth
coordpolartheta y
ggtitlePie Chart of Furnishing Status Homes with Basement
thememinimal
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