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lines changed Original file line number Diff line number Diff line change 11# Learn Polars
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3+ _ 🚧 This collection is a work in progress. Please help us add notebooks!_
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35This collection of marimo notebooks is designed to teach you the basics of data wrangling using a Python library called Polars.
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7+ ** Planned notebooks.**
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9+ Any notebook with the status "🚧" needs a contributor! Please file an issue if you plan to contribute.
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11+ | Notebook | Description | Status |
12+ | ---------------------- | ---------------------------------------------------------------------------- | ------ |
13+ | Why Polars | An introduction to Polars and its advantages over other Dataframe libraries. | ✅ |
14+ | Series | Homogenous columns of data | 🚧 |
15+ | DataFrames | The central datastructure for structured data | 🚧 |
16+ | Loading data | Loading data from various different sources | 🚧 |
17+ | Basic operations | Basic operations on data | 🚧 |
18+ | Working with columns | Expression expansion and columns | 🚧 |
19+ | Data types | Basic types and casting | 🚧 |
20+ | Strings | Working with strings | 🚧 |
21+ | Missing data | Handling missing data | 🚧 |
22+ | Aggregations | Group bys and aggregations | 🚧 |
23+ | Window functions | Advanced expressions with windowing functions | 🚧 |
24+ | User-defined functions | Using custom Python operations | 🚧 |
25+ | NumPy functions | Applying NumPy functions to DataFrames | 🚧 |
26+ | Lazy execution | Lazily process queries with LazyFrames | 🚧 |
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528** Running notebooks.** To run a notebook locally, use
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730``` bash
831uvx marimo edit < file_url>
9- ```
32+ ```
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