903

印度新闻标题数据集

india-headlines-news-dataset

印度 新闻 标题 泰晤士报 文本数据集 文本语料

汇编了2001年至2017年印度“泰晤士报”发表的270万条新闻的标题。

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数据集市
2020年10月31日
226.84 MB

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数据介绍

Context

This news dataset is a persistent historical archive of noteable events in the Indian subcontinent from start-2001 to mid-2020, recorded in realtime by the journalists of India. It contains approximately 3.3 million events published by Times of India.

A majority of the data is focusing on Indian local news including national, city level and entertainment.

The individual events can be explored in detail via the archives section on the agency website.

Prepared by Rohit Kulkarni

Content

CSV Rows: 3,297,172

  1. publish_date: Date of the article being published online in yyyyMMdd format
  2. headline_category: Category of the headline, ascii, dot delimited, lowercase values
  3. headline_text: Text of the Headline in English, only ascii characters

Start Date: 2001-01-01 End Date: 2020-06-30

Inspiration

Times Group as a news agency, reaches out a very wide audience across Asia and drawfs every other agency in the quantity of English articles published per day. Due to the heavy daily volume (avg. 650 articles) over multiple years, this data offers a deep insight into Indian society, its priorities, events, issues and talking points and how they have unfolded over time.

It is possible to chop this dataset into a smaller piece for a more focused analysis, based on one or more facets.

  • Time Range: Records during 2014 election, 2006 Mumbai bombings, 2020 Covid outbreak
  • One or more Categories: like Citywise, Bollywood, ICC updates, Magazine, Middle East
  • One or more Keywords: like crime or ecology related words, names of political parties, celebrities, corporations.

Acknowledgements

The headlines are extracted from several GB of raw html files using Bash and Java.

This logic also : chooses the best worded headline for each article (longest one is usually picked) ; clusters about 12k categories to 300 large groups ; removes records where the date is ambiguous ; finally cleans the selected headline via a string 'domestication' function.

The final categories are as per the latest sitemap. Few hundred rare categories remain and these records can be filtered out easily during analysis. The category is unknown for ~200k records. There are no missing dates after the year 2001 and efforts have been made to preserve the order of posting.

Similar news datasets exploring other attributes, countries and topics can be seen on my profile.

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