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🤔 Why use plotastic? +
🤔 Summary

-#### Statistics made Posssible for EVERYONE: -- Well-known and intuitive parameters used in `seaborn` (***x***, - ***y***, ***hue***, ***row***, ***col***) are 'translated' into terms - used for inferential statistics (*between*, *within*, *dv*, etc.) - - **-> *If you know how to plot with seaborn, you can apply basic - statistical analyses!*** -- No need need to retype the same arguments of column names into all - different tests! - -#### Optimized Plotting with `matplotlib`: -- Make multi-layered pre-configured plots in just one line! - -#### Sturdy: -- plotastic doesn't re-invent the wheel: It's focused on using well - established classes, functions and libraries (`pd.DataFrame`, - `plt.subplots`, `sns.catplot`, pingouin, statannotations, etc). It's - just a wrapper that makes it easier to use them together! -- plotastic provides feedback on how each step of data import, - transformation, formatting or categorization has affected your table, - giving beginners the confidence of knowing what they're doing! - -#### Controllable: -- plotastic outputs common matplotlib figures (`ax`, `fig`). You can - modify them like any other! -- User keyword arguments are passed through plotastic to `seaborn` and - `pingouin`, so you can use all their options! - - - - -[//]:<-- end of 🤔 Why use plotastic? -----------------------------------------> -
-
+`plotastic` addresses the challenges of transitioning from exploratory +data analysis to hypothesis testing in Python's data science ecosystem. +Bridging the gap between `seaborn` and `pingouin`, this library offers a +unified environment for plotting and statistical analysis. It simplifies +the workflow with a user-friendly syntax and seamless integration with +familiar `seaborn` parameters (y, x, hue, row, col). Inspired by +`seaborn`'s consistency, `plotastic` utilizes a `DataAnalysis` object to +intelligently pass parameters to `pingouin` statistical functions. The +library systematically groups the data according to the needs of +statistical tests and plots, conducts visualisation, analyses and +supports extensive customization options. In essence, `plotastic` +establishes a protocol for configuring statical analyses through +plotting parameters. This approach streamlines the process, translating +`seaborn` parameters into statistical terms, providing researchers and +data scientists with a cohesive and user-friendly solution in python.! - -[//]:<-------------------------------------------------------------------------> -
Workflow Summary -
-
+### Main Features: 1. **🧮 Import & Prepare your pandas DataFrame** - We require a long-format pandas dataframe with categorical columns @@ -679,13 +655,13 @@ classDiagram -### Import plotastic and example Data +#### Import plotastic and example Data ```python import plotastic as plst -# Import Example Data +# Import Example Data (Long-Format) DF, _dims = plst.load_dataset("fmri", verbose = False) DF.head() ``` @@ -715,11 +691,7 @@ dims = dict( ) ``` -### Initialize DataAnalysis Object -- `DataAnalysis` will give you feedback on data -- The `DataAnalysis` object contains every tool you need, from plotting - to statistics! - +#### Initialize DataAnalysis Object ```python DA = plst.DataAnalysis( @@ -729,278 +701,20 @@ DA = plst.DataAnalysis( verbose=False, # Print out info about the Data (optional) ) ``` -*prints:* - - =============================================================================== - #! Checking data integrity... - ✅ DATA COMPLETE: All combinations of levels from selected factors are present - in the Dataframe, including x. - ✅ GROUPS COMPLETE: No groups with NaNs. - ✅ GROUPS EQUAL: All groups (40 total) have the same samplesize n = 14.0. - 🌳 LEVELS WELL CONNECTED: These Factors have levels that are always found - together: ['region', 'event']. - 👉 Call .levels_combocount() or .levels_dendrogram() to see them all. - =============================================================================== - - -#### Quick Preview Plot: - - -```python -DA.catplot(alpha=0.3) # Works with *kwargs of seaborn.catplot() -``` - -![HOW_TO_USE/quick_example_fmri_files/quick_example_fmri_7_0.png](https://raw.githubusercontent.com/markur4/plotastic/main/HOW_TO_USE/quick_example_fmri_files/quick_example_fmri_7_0.png) - - - - - - -### Perform Statistics -#### Check Normality: +#### Perform Statistics ```python -DA.check_normality() # Results not shown here, table too long +DA.check_normality() # Normal Distribution? +DA.check_sphericity() # Sphericity? +DA.omnibus_rm_anova() # Repeated Measures ANOVA +DA.test_pairwise() # Post-hoc tests ``` -#### Check Sphericity: - - -```python -DA.check_sphericity() -``` - - - - - -
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
spherWchi2dofpvalgroup countn per group
regionevent
frontalcueTrue3.260856e+20-462.715239441.010[14, ...]
stimTrue2.456616e+17-392.270460441.010[14, ...]
parietalcueTrue1.202935e+20-452.946123441.010[14, ...]
stimTrue2.443175e+13-301.989490441.010[14, ...]
-
-
- - - -#### Repeated Measures ANOVA: - - -```python -DA.omnibus_rm_anova() -``` - - - - -
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SourceSSddof1ddof2MSFp-uncstarsp-GG-corrng2eps
region
parietal0timepoint1.58342091170.17593626.2055363.402866e-24****5.834631e-070.5423200.222299
1event0.7704491130.77044985.3167944.483881e-07****4.483881e-070.3657061.000000
2timepoint * event0.62353291170.06928129.5417303.262477e-26****3.521208e-060.3181570.171882
frontal0timepoint0.68626491170.07625215.9887798.285677e-17****8.940660e-050.3944110.190812
1event0.2404611130.24046123.4419633.218963e-04***3.218963e-040.1858031.000000
2timepoint * event0.24294191170.02699313.0310633.235739e-14****1.566020e-040.1873600.213142
-
-
- - - -#### Post-hoc t-tests: - - -```python -DA.test_pairwise() # Results not shown here, table too long -``` - #### Save Results: @@ -1012,20 +726,7 @@ Output is one excel file containing results of all performed tests DA.save_statistics("example.xlsx") ``` -### Plot with Statistical Annotations in Few Lines! - - -#### OPTIONAL! Use matplotlib styles: - - -```python -from matplotlib import pyplot as plt -plt.rcdefaults() # Reset rc to default -plt.style.use('ggplot') # Set styles as you're used to' -``` - -#### Chain multiple commands for plotting: - +#### Annotate post-hoc results into plot: ```python (DA