EDA Toolkit
Getting Started
Welcome to the EDA Toolkit Python Library Documentation!
Description
Data Management
Data Management Overview
Data Management Techniques
Plotting Functions
Creating Effective Visualizations
Histogram Distribution Plots
Grouped Distributions
Distribution Goodness-of-Fit Plots
Feature Scaling and Outliers
Stacked Crosstab Plots
Outcome Crosstab Plots
Box and Violin Plots
Scatter Plots and Best Fit Lines
Correlation Matrices
Theoretical Overview
Gaussian Assumption for Normality
Pearson Correlation Coefficient
Box-Cox Transformation
The Yeo-Johnson Transformation
Median and IQR Scaling
Logit Transformation
Parameter Estimation for Density Models and Distribution GOF Plots
Empirical Cumulative Distribution Function: ECDF
About EDA Toolkit
ASCII Art
Acknowledgements
Contributors/Maintainers
Citing EDA Toolkit
Changelog
References
EDA Toolkit
Index
Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
O
|
P
|
S
A
add_ids()
built-in function
B
box_violin_plot()
built-in function
built-in function
add_ids()
box_violin_plot()
contingency_table()
data_doctor()
dataframe_profiler()
del_inactive_dataframes()
distribution_gof_plots()
ensure_directory()
flex_corr_matrix()
generate_table1()
groupby_imputer()
grouped_distributions()
highlight_columns()
outcome_crosstab_plot()
parse_date_with_rule()
plot_distributions()
print_art()
save_dataframes_to_excel()
scatter_fit_plot()
stacked_crosstab_plot()
strip_trailing_period()
summarize_all_combinations()
C
contingency_table()
built-in function
D
data_doctor()
built-in function
dataframe_profiler()
built-in function
del_inactive_dataframes()
built-in function
distribution_gof_plots()
built-in function
E
ensure_directory()
built-in function
F
flex_corr_matrix()
built-in function
G
generate_table1()
built-in function
groupby_imputer()
built-in function
grouped_distributions()
built-in function
H
highlight_columns()
built-in function
O
outcome_crosstab_plot()
built-in function
P
parse_date_with_rule()
built-in function
plot_distributions()
built-in function
print_art()
built-in function
S
save_dataframes_to_excel()
built-in function
scatter_fit_plot()
built-in function
stacked_crosstab_plot()
built-in function
strip_trailing_period()
built-in function
summarize_all_combinations()
built-in function