地球资源数据云——数据资源详情

超级英雄 NLP 数据集

该数据集《Superheroes NLP Dataset》主要用于多分类任务，数据形态以文本为主，应用场景偏向天文科学。 题目说明：1400+ Superheroes history and powers description to apply text mining and NLP 任务类型：文本多分类。 建议流程：先做文本清洗与分词，再比较 TF - IDF+线性模型 与 预训练语言模型。 评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。 可用文件：superheroes_nlp_dataset.csv。 Superheroes NLP dataset 1400+ Superheroes history and powers description to apply text mining and NLP Context The aim of this dataset is to make text analytics and NLP even funnier. All of us have dreamed to be like a superhero and save the world, yet we are still on Kaggle figuring out how python works. Then, why not improve our NLP competences by analyzing Superheros' history and powers? The particularity of this dataset is that it contains categorical and numerical features such as overall_score, intelligence_score, creator, alignment, gender, eye_color but also text features history_text and powers_text. By combining the two, a lot of interesting insights can be gathered!