Plotting
AutoProfiler: Automatically Profile Your DataFrame As You Work
...without writing any redundant code.
Pandas
A collection of 25 posts
Run-Time Optimization
Why You Should Avoid Appending Rows To A DataFrame
...and what happens if you do.
Pandas
Are You Sure You Are Using The Correct Pandas Terminologies?
If not, let's revisit.
No Code
A No-Code Tool to Create Charts and Pivot Tables in Jupyter
Just drag and drop to analyze data.
Run-Time Optimization
If You Are Not Able To Code A Vectorized Approach, Try This.
A simple tweak to improve iteration run-time over a DataFrame.
Run-Time Optimization
Why Are We Typically Advised To Never Iterate Over A DataFrame?
The core reason which very few told you about.
No Code
The Pandas DataFrame Extension Every Data Scientist Has Been Waiting For
Plotting
A Simple Trick to Make The Most Out of Pivot Tables in Pandas
Cool Tools
Never Worry About Parsing Errors Again While Reading CSV with Pandas
Plotting
An Interesting and Lesser-Known Way To Create Plots Using Pandas
Lesser Known
Generate Helpful Hints As You Write Your Pandas Code
Run-Time Optimization
Speed-up Parquet I/O of Pandas by 5x
Data Analysis
Stop Using The Describe Method in Pandas. Instead, use Skimpy.
Data Analysis
Stop Using The Describe Method in Pandas. Instead, use Summarytools.
NumPy
Pandas and NumPy Return Different Values for Standard Deviation. Why?
No Code
This GUI Tool Can Possibly Save You Hours Of Manual Work
Lesser Known
How Would You Identify Fuzzy Duplicates In A Data With Million Records?
Lesser Known
Stop Previewing Raw DataFrames. Instead, Use DataTables.
Pandas
Alter the Datatype of Multiple Columns at Once
Pandas
Datatype For Handling Missing Valued Columns in Pandas
Run-Time Optimization
Parallelize Pandas with Pandarallel
Run-Time Optimization
Why you should not dump DataFrames to a CSV
Pandas
Define the Correct DataType for Categorical Columns
Data Analysis
Handle Missing Data With Missingno
Run-Time Optimization