Data Visualisation
References:
- Storytelling with Data (book)
- Visualizing Data | Codeacademy
- EDA: Data Visualization | Codeacademy
- How to Select a Meaningful Visualization
- The Data Visualization Catalogue
- Statistics and Variables | Codeacademy (click the link to learn more about the relevant Python methods)
Univariate Charts
Categorical variable
Quantitative variable
Box plot
Bivariate Charts
2 quantitative variables
Multivariate Charts
Bar graph
Histogram
Pie chart
1 quantitative variable and 1 categorical variable
Box plot
Histogram
Scatterplot
2 categorical variables
Bar graph
Heat map
Scatterplot