"If I had taken three years longer to do things the right way, it would have been too late." -- @wesmckinn on why pandas shipped imperfect and won. #pandasPython #DataRenegades

"I would just wake up and write Python code." @wesmckinn on the founder hours that created pandas. #DataRenegades #pandasPython

Missing data? No stress! Learned to find NAs with df.isna() and handle them using df.fillna() or df.dropna(). Pro tip: Always check your data context before filling! 🕵️‍♂️ What’s your NA strategy? #DataCleaning #PandasPython

## Day 23 Pandas uses which data structure for handling tabular data? 1. DataFrame 2. Array 3. Matrix 4. Table #PandasPython #DataScience #PythonDataAnalysis

🔍 Pandas filtering tutorial! Want to filter rows in a DataFrame based on conditions? I’ve got you covered. #PandasPython #DataScience #DataAnalytics

Did you know that type hints and annotations don't validate your Python data? 🤔 Check out today's video to see how Pandera ensures data quality and integrity: youtu.be/-tU7fuUiq7w #pandaspython #pandasvalidate #pandasvalidation #typehintspandas

How to Speed Up Python Pandas by over 300x 👉buff.ly/3DD4mH2 #python #pandaspython

How to Speed Up Python Pandas by over 300x 👉buff.ly/3DD4mH2 cc:@ipfconline1 #python #pandaspython

How to Speed Up Python Pandas by over 300x 👉buff.ly/3DD4mH2 cc:@ipfconline1 #python #pandaspython