Become a data wrangling pro! ๐ฅ
Eight Pandas operations that get 99% of your job done! ๐
-- explained with code snippets --
A Thread ๐งต๐
Eight Pandas operations that get 99% of your job done! ๐
-- explained with code snippets --
A Thread ๐งต๐
1๏ธโฃ Read/Write | Shuffle/Sample
Reading, writing, shuffling & sampling your data using Pandas.
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Reading, writing, shuffling & sampling your data using Pandas.
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2๏ธโฃ df.assign() ๐ผ
Adding new columns to DataFrame.
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Adding new columns to DataFrame.
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3๏ธโฃ df.describe()
Generate Descriptive statistics for your data.
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Generate Descriptive statistics for your data.
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4๏ธโฃ df.apply()
Applying functions across your DataFrame.
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Applying functions across your DataFrame.
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5๏ธโฃ df.groupby()
Split the data into groups based on certain criteria.
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Split the data into groups based on certain criteria.
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6๏ธโฃ df.iterrows() | df.itertuples()
Iterating over a DataFrame.
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Iterating over a DataFrame.
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7๏ธโฃ df.loc()
Access a group of rows and columns by label(s) or a boolean array from your DataFrame.
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Access a group of rows and columns by label(s) or a boolean array from your DataFrame.
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8๏ธโฃ df.sort_values()
Sorting your DataFrame.
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Sorting your DataFrame.
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That's a wrap!
If you interested in:
- Python ๐
- Data Science ๐
- Machine Learning ๐ค
- MLOps ๐
- NLP ๐ฃ
- Computer Vision ๐ฅ
- LLMs ๐ง
I'm sharing daily content over here, follow me โ @akshay_pachaar if you haven't already!!
Cheers!! ๐
If you interested in:
- Python ๐
- Data Science ๐
- Machine Learning ๐ค
- MLOps ๐
- NLP ๐ฃ
- Computer Vision ๐ฅ
- LLMs ๐ง
I'm sharing daily content over here, follow me โ @akshay_pachaar if you haven't already!!
Cheers!! ๐
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