Polars cheat sheet

This ETL (Extract, Transform, Load) project employs several Python libraries, including Airflow, Soda, Polars, YData Profiling, DuckDB, Requests, Loguru, and Google Cloud to streamline the extraction, transformation, and loading of CSV datasets from the U.S. government's data repository at https://catalog.data.gov.

https://matthieuvion.github.io/lmd_viz/ 236k comments of Le Monde on Ukraine. A proxy to measure people' engagement. Semantic search & SBERT models testing via Sentence-Transformer / Faiss

Application streamlit permettant d'estimer la valeur d'un véhicule.

Demimate is website calculator SPK

This project analyzes the Foursquare Open Source Places dataset to explore the distribution of coffee shops across the United States, with a special focus on Portland, Oregon.

Predicting Body Fat Percentage Using Machine Learning

web platform to introduce basic machine learning concepts, allowing users to interact with different supervised learning techniques and compare their performance

Polars Rust API tutorial

Web Scraping AIR BNB data using beautiful soup and requests library and then saving it in csv file using pandas library.

Speed comparisons for dataframe libraries

Speed comparisons for calculating columns in Polars dataframes

Diamonds Price prediction using Polars and Ski-learn

The repo for https://ithelp.ithome.com.tw/2024ironman

Used `polars` library to wrangle ~34.5 million New York taxi trip records to predict hourly taxi demand

FPI investment dashboard for the Indian Market

Validate IBANs, core library in rust, wrapper for python, and polars plugin

Modern marketing campaign analysis framework using Polars and DuckDB. Generate interactive insights and automated reports with Quarto. Built for performance and scalability. 🚀 | Python, Polars, DuckDB, Plotly, Quarto

Visualization of a twitter Post using Matplotlib

Pandas/Polars processing example with often used methods(read_csv, groupby, apply, resample/groupby_dynamic, fillna/fill_null, sort_values/sort, merge/join, concat)