PrevenIA/spanish-suicide-intent-information
收藏Hugging Face2023-10-16 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/PrevenIA/spanish-suicide-intent-information
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资源简介：
---
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: val
path: data/val-*
- split: test
path: data/test-*
dataset_info:
features:
- name: Text
dtype: string
- name: Label
dtype: int64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 2025273
num_examples: 10736
- name: val
num_bytes: 236851
num_examples: 1193
- name: test
num_bytes: 562511
num_examples: 2983
download_size: 1694607
dataset_size: 2824635
license: cc
task_categories:
- text-classification
language:
- es
---
## Dataset Summary
The dataset consists of comments from several sources translated to Spanish language and classified as suicidal ideation/behavior and suicide questions.
# Dataset Structure
The dataset has 14912 rows (7456 considered as Suicidal Ideation/Behavior and 7456 considered as questions about suicide).
## Dataset fields
* `Text`: User comment.
* `Label`: 1 if suicidal ideation/behavior; 0 if question about suicide.
* `Dataset`: Source of the comment
# Dataset Creation
* 7456 Suicidal Ideation/Behavior from the [suicide dataset](https://huggingface.co/datasets/joheras/spanish-suicide-intent).
* 7456 questions about suicide automatically generated from suicide documents.
# Considerations for Using the Data
## Social Impact of Dataset
The dataset could contain some patterns to detect suicidal ideation/behavior.
## Discussion of Biases
No measures have been taken to estimate the bias and toxicity embedded in the dataset. However, the most of the data is collected on Reddit, Twitter, and ChatGPT. So there is probably an age bias because [the Internet is used more by younger people](https://www.statista.com/statistics/272365/age-distribution-of-internet-users-worldwide).
# Additional Information
## Team
* [joheras](https://huggingface.co/joheras)
提供机构：
PrevenIA
原始信息汇总
数据集概述
该数据集包含从多个来源翻译成西班牙语的评论，并分类为自杀意念/行为和自杀问题。
数据集结构
数据集共有14912行，其中7456行被视为自杀意念/行为，7456行被视为关于自杀的问题。
数据集字段
Text: 用户评论。Label: 1表示自杀意念/行为；0表示关于自杀的问题。Dataset: 评论的来源。
数据集创建
- 7456条自杀意念/行为数据来自自杀数据集。
- 7456条关于自杀的问题数据是自动从自杀文档生成的。
使用数据的注意事项
数据集的社会影响
该数据集可能包含一些用于检测自杀意念/行为的模式。
偏见的讨论
未采取措施来估计数据集中的偏见和毒性。然而，大部分数据收集自Reddit、Twitter和ChatGPT，因此可能存在年龄偏见，因为互联网更多地被年轻人使用。
