Explore & Visualise
EDA (Exploratory Data Analysis)
- src.explore_visualise.eda.var_boxplot(var, data, target, title, xrotate=0)
Create boxplot of variable vs descending median of target and provide frequency table for variable values. Caution: target variable has to be numeric.
- Parameters:
- datastr
DataFrame to plot and calculate frequencies
- varstr
Variable name for analysis. Provide in quotation marks.
- targetstr
Target variable name for analysis. Provide in quotation marks.
- titlestr
Plot title
- xrotateint
Rotation parameter for plt.xticks. By default = 0.
- Returns:
- Graphsmatplotlib plots
Boxplot and frequency table.
Notes
Required libraries:
import matplotlib.pyplot as plt
import seaborn as sn
import pandas as pd
from IPython.display import display, HTML