地球资源数据云——数据资源详情
不是圣经
该数据集《Hindi Bible》主要用于多分类任务，数据形态以文本为主。 题目说明：Categorized Bible verses in Hindi and other relevant resources 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：hindi word list.csv, Hindi_bible_with_authors.csv。 Context While searching for Hindi Bible(protestant) dataset I could only found it in JSON, XML etc. formats so thought of formatting it into a preferable CSV format for facilitating data mining, NLP, Classification, Sentiment Analysis and other text analytics over the scriptures in Hindi. Content Here you will find the Hindi bible in HHBD version from Bible Society of India(BSI) in CSV format (Hindi_bible_with_authors.csv) along with some Hindi NLP resources like Hindi SentiWordnet and other text files containing full bible text, Book names and Hindi Stopwords separately. Acknowledgements Thanks to Godly T.Alias, I got the data in JSON format from his GitHub repo..<br> hindi word list.csv is a modified version of this Kaggle dataset
摘要概览
该数据集《Hindi Bible》主要用于多分类任务，数据形态以文本为主。 题目说明：Categorized Bible verses in Hindi and other relevant resources
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：hindi word list.csv, Hindi_bible_with_authors.csv。
Context
While searching for Hindi Bible(protestant) dataset I could only found it in JSON, XML etc. formats so thought of formatting it into a preferable CSV format for facilitating data mining, NLP, Classification, Sentiment Analysis and other text analytics over the scriptures in Hindi.
Content
Here you will find the Hindi bible in HHBD version from Bible Society of India(BSI) in CSV format (Hindi_bible_with_authors.csv) along with some Hindi NLP resources like Hindi SentiWordnet and other text files containing full bible text, Book names and Hindi Stopwords separately.
Acknowledgements Thanks to Godly T.Alias, I got the data in JSON format from his GitHub repo..<br> hindi word list.csv is a modified version of this Kaggle dataset