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FinancialDatasets

The SmoothNLP Financial Text Dataset comprises multiple sub‑datasets covering corporate business information, financial news, column articles, investment institution data, investment events, and 36Kr news, suitable for NLP research.

Updated 5/23/2024

github

Description

Dataset Overview

Dataset Name

SmoothNLP Financial Text Dataset (Public)

Dataset Content

Dataset Name	Fields	Samples	Total Rows	Download Link
Corporate Business Info	`name`,`company_name`,`company_intro`,`business`,`address`,`registration_id`,`established_date`,`legal_representative`,`registered_capital`,`credit_code`,`website`	10 k	500 k	Download
Financial News	`title-新闻标题`,`content-新闻内容`,`pub_ts-发稿日期`	20 k	2.1 M	Download
Column Articles	`title-新闻标题`,`content-新闻内容`,`pub_ts-发稿日期`	10 k	580 k	Download
Investment Institutions	`institution_name`,`introduction`,`industry`,`size`,`round`	1 k	30 k	Download
Investment Events	`event_info`,`investor`,`funded_company`,`funding_event`,`round`,`amount`	2 k	70 k	Download
36Kr News	`title-新闻标题`,`content-新闻内容`,`url-网址`	10 k	110 k	Download

Recommended Research Directions

Embedding (Word2Vec, BERT, etc.)
Entity Recognition – NER
Unsupervised Clustering: Cluster companies based on description information
Industry Classification of Enterprises
Title Summarization – Text Summary
Sequence Classification

Data Showcase

Investment Institutions
- Image: Institution
Investment Events
- Image: Event
Corporate Business Info
- Image: Business
Financial News
- Image: News
Column Articles
- Image: Column
36Kr News
- Image: 36Kr

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Topics

Finance

NLP

Source

Organization: github

Created: 5/27/2019

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