# GDSC Data Science Recruitments 2023-24 (2) — Data

来源：https://www.kaggle.com/competitions/gdsc-data-science-recruitments-2023-24-2/data

采集时间：2026-10-20T06:09:36Z

Greetings, wizards and witches! As the Sorting Hat, I invite you to predict the house for each candidate.

## Files

*   **train.csv** - the training set
*   **test.csv** - the test set
*   **sample_submission.csv** - a sample submission file in the correct format

## Columns

* ID: Unique identifiers of each creature. 
* Intelligence: Magical knowledge and intellect. 
* Blood Status: Either Muggle or Pure Blood. 
* Loyalty: Devotion to Hogwarts and houses.
* Gender: Male or Female
* What are you curious about : Are you curious about life after death , magical creatures etc
* Dark Arts Affinity: Attraction to or avoidance of dark magic.
* Transportation: Preferred magical transportation methods.
* Height: Height of the said creature
* Goblet Potion: Favorite Potion
* If you were the principal , how would you choose your students?
* Species: Are you a giant, dwarf, elf or centaur?
* Preferred element: Does the element fire, air or water resemble you more?
* Kindness: Your kindness index
* House: This is the target variable