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11 Key Probability Distributions in Data Science
Essential for statistical modeling.
Apr 20
•
Avi Chawla
41
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11 Key Probability Distributions in Data Science
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Enrich Matplotlib Plots with Inset Axis
Guide the viewer’s attention.
Apr 16
•
Avi Chawla
23
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Enrich Matplotlib Plots with Inset Axis
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Enrich Matplotlib Plots with Annotations
Guide the viewer’s attention.
Apr 13
•
Avi Chawla
31
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Enrich Matplotlib Plots with Annotations
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1
Interactively Prune a Decision Tree
Prune a decision tree in seconds with a Sankey diagram.
Apr 7
•
Avi Chawla
24
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Interactively Prune a Decision Tree
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Automatically Profile Pandas DataFrame with AutoProfiler
...without writing any redundant code.
Mar 24
•
Avi Chawla
24
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Automatically Profile Pandas DataFrame with AutoProfiler
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How to Create the Elegant Calendar Plot in Python?
A richer alternative to line plot.
Mar 3
•
Avi Chawla
54
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How to Create the Elegant Calendar Plot in Python?
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Enrich Your Missing Data Analysis with Heatmaps
A lesser-known technique to identify feature missingness.
Feb 27
•
Avi Chawla
44
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Enrich Your Missing Data Analysis with Heatmaps
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2
Use Box Plots with Caution! They Can Be Misleading.
...and here's how to prevent being misled by them.
Feb 16
•
Avi Chawla
79
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Use Box Plots with Caution! They Can Be Misleading.
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Avoid Using PCA for Visualization Unless the CEV Plot Says So
Using variance as an indicator for visualization.
Feb 15
•
Avi Chawla
41
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Avoid Using PCA for Visualization Unless the CEV Plot Says So
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The Coolest Plotly Feature That You Have Been (Possibly) Ignoring All This Time
Enrich static plots with animations.
Jan 11
•
Avi Chawla
91
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The Coolest Plotly Feature That You Have Been (Possibly) Ignoring All This Time
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Sankey Diagrams: An Underrated Gem of Data Visualisation
A pretty useful plot which simplifies visualizing flow data.
Jan 4
•
Avi Chawla
136
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Sankey Diagrams: An Underrated Gem of Data Visualisation
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Ridgeline Plots: An Underrated Gem of Data Visualisation
A pretty useful plot which simplifies data distribution visualization.
Dec 30, 2023
•
Avi Chawla
119
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Ridgeline Plots: An Underrated Gem of Data Visualisation
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