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# How to Work With a Polars LazyFrame
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# How to Work With Polars LazyFrames
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This folder contains completed notebooks and other files used in the Real Python tutorial [How to Work With a Polars LazyFrame](https://realpython.com/how-to-work-with-polars-lazyframe/).
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This folder contains completed notebooks and other files used in the Real Python tutorial [How to Work With Polars LazyFrames](https://realpython.com/how-to-work-with-polars-lazyframe/).
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**The following files are included:**
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- `tutorial_code.ipynb` is a Jupyter Notebook containing all the code used in the tutorial.
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- `rides.parquet` contains taxi fare data used throughout the tutorial. [See below]
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- `taxi_rides_nnGB.py` are a series of Python scripts that will generate a local copy of the `2021_Yellow_Taxi_Trip_Data.csv` in different sizes. This is used to illustrate data streaming and is provided to help demonstrate streaming.
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- `programming_languages.csv` is a small file used to illustrate the conversion between a DataFrame and a LazyFrame.
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- `dataframe_timer.py` and `lazyframe_timer.py` are two scripts used to compare the speed differences when using both a DataFrame and LazyFrame to perform an analysis.
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- `dataframe_timer.py` and `lazyframe_timer.py` are two scripts used to compare the speed differences when using both a DataFrame and LazyFrame to perform an analysis.

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