infinite-dataset-hub/MinecraftActionMapper

---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# MinecraftActionMapper

tags: Minecraft_actions, mapping, classification

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'MinecraftActionMapper' dataset is designed to classify the actions associated with various Minecraft items. This dataset aids in machine learning tasks focused on understanding in-game item functionalities and their corresponding actions, which are essential for creating more intelligent NPCs or for game analytics purposes. The dataset is formatted with each row representing a Minecraft item and its associated actions, alongside a label column that classifies the primary action of the item.

**CSV Content Preview:**

```csv
item,action,label
Snowball,throw,throw
Egg,throw,throw
Bow,shoot,shoot
Axe,cut,cut
Hammer,hit,hit
Sword,attack,attack
Stick,use,use
```

This CSV structure allows for a straightforward approach to classify actions in Minecraft, with labels categorizing the primary functionality of each item, such as 'throw', 'shoot', 'cut', 'hit', 'attack', or 'use'.

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'Minecraft item functions (eg snowball has throw, egg has throw, bow has shoot)':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Minecraft+item+functions+(eg+snowball+has+throw,+egg+has+throw,+bow+has+shoot)&dataset=MinecraftActionMapper&tags=Minecraft_actions,+mapping,+classification
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub