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README.md

Examples of Kotlin Dataframe

Idea examples

  • movies Using 3 different Access APIs to perform a data cleaning task
  • titanic
  • youtube
  • json Using OpenAPI support in DataFrame's Gradle and KSP plugins to access data from API guru in a type-safe manner
  • imdb sql database This project prominently showcases how to convert data from an SQL table to a Kotlin DataFrame and how to transform the result of an SQL query into a DataFrame.

Notebook examples

  • puzzles (notebook/Datalore) – Inspired by 100 pandas puzzles. You will go from the simplest tasks to complex problems where need to think. This notebook will show you how to solve these tasks with the Kotlin Dataframe in a laconic, beautiful style.
  • movies (notebook/Datalore) – In this notebook you can see the basic operations of the Kotlin Dataframe on data from movielens. You can take the data from the link.
  • netflix (notebook/Datalore) – Explore TV shows and movies from Netflix with the powerful Kotlin Dataframe API and beautiful visualizations from lets-plot.
  • github (notebook/Datalore) – This notebook shows the hierarchical dataframes look like and how to work with them.
  • titanic (notebook/Datalore) – Let's see how the new library will show itself on the famous Titanic dataset.
  • wine (notebook/Datalore) – Wine. Kotlin Dataframe. KotlinDL. What came out of this can be seen in this notebook.
  • youtube (notebook/Datalore) – Explore YouTube videos with YouTube REST API and Kotlin Dataframe
  • imdb sql database (notebook) – In this notebook, we use Kotlin DataFrame and Kandy library to analyze data from IMDB (SQL dump for the MariaDB database with the name "imdb" could be downloaded by this link).
  • 0.14.0 Dev Feature Overview notebook Overview of new features available in 0.14.0-dev