Welcome, SnoopyCaptain! 欢迎，SnoopyCaptain！

Welcome to the 2024 Kaggle Playground Series! We plan to continue in the spirit of previous playgrounds, providing interesting an approachable datasets for our community to practice their machine learning skills, and anticipate a competition each month.
欢迎来到 2024 年 Kaggle 游乐场系列！我们计划继续秉承以往游乐场的风格，为我们的社区提供有趣且易于理解的数据库，以便大家练习机器学习技能，并预计每月举行一次比赛。

Your Goal: Your goal is to use data from a mental health survey to explore factors that may cause individuals to experience depression.

This competition challenges you to predict which responses users will prefer in a head-to-head battle between chatbots powered by large language models (LLMs). You'll be given a dataset of conversations from the Chatbot Arena, where different LLMs generate answers to user prompts. By developing a winning machine learning model, you'll help improve how chatbots interact with humans and ensure they better align with human preferences.