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Background: This week a dataset and the detail data documentation are provided separately. These are very similar to the set used during our residency session. Please make sure you read the requirements carefully before beginning. There is additional information to be provided for each item along with screen captures.
Assignment: Use the provided dataset to produce visualizations and then tell the story of your visualizations. The dataset and detail data documentation will be found in this week’s folder.
The dataset is named dataset_budget_share_Food_Spanish_Households_0420.csv.
The detail data documentation is named R_Budget_Share_of_Food_for_Spanish_Households.pdf.
Graphs to Produce:
ggplot2 – Bar Plot
ggplot(dataset_name, aes(x=categorical, fill=categorical)) + facet_wrap(~categorical) + theme_bw() + geom_bar(position=”dodge”)
ggplot2 – Histogram
ggplot(dataset_name, aes(x=continuous, fill=categorical)) + theme_bw() + facet_wrap(~categorical) + geom_histogram(binwidth=5) — you can decide the binwidth
ggplot2 – Box Plot
ggplot(dataset_name, aes(x=categorical, y=continuous, fill=categorical)) + theme_bw() + facet_wrap(~categorical) + geom_boxplot()
ggplot2 – Scatter Plot
ggplot(dataset_name, aes(x=continuous, y=continuous, shape=categorical, col=categorical)) + facet_wrap(~categorical) + theme_bw() + geom_point() + geom_smooth(method=”lm”,se=F)
Please put all screen shots in a Word (other word processors are fine to use but save it in MS Word format). Include screen captures showing all windows in the one Word document for each graph. Please submit your assignment on or before the due date.
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