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Analytical Dataset

Our analytical dataset focuses on collating quality news-related data. We have made it open-source so users can see our data and use it as a reference. Our dataset is open-source and freely available.

Check out our interactive search page/demo and/or codebook

Usage

Our JSON dataset is available for testing purposes only https://raw.githubusercontent.com/CuratedNews/analyticaldataset/main/CuratedNewsDataset.json

Data format example

title, link, & date of news article

{
 "title": "The three challenges keeping cars from being fully autonomous",
 "link": "https://mittr-frontend-prod.herokuapp.com/s/613399/the-three-challenges-keeping-cars-from-being-fully-autonomous/",
 "date": "2020-09-24 00:00:00 UTC",

word count, sentimentr score (whole text), & overall sentiment of article headline

 "titlewordcount": 9,
 "titlesentiment": "0.333333333333333",
 "titlesentimentoverall": "Positive",

source, topic, & leaning

 "Source": "MIT",
 "Topic": "Technology",
 "Leaning": "Academic",

other unique categorical variables (all unique variables must be operationalized/defined)

 "President": "Trump"
}

complete example (minified)

{"title": "The three challenges keeping cars from being fully autonomous","link": "https://mittr-frontend-prod.herokuapp.com/s/613399/the-three-challenges-keeping-cars-from-being-fully-autonomous/","date": "2020-09-24 00:00:00 UTC","titlewordcount": 9,"titlesentiment": "0.333333333333333","titlesentimentoverall": "Positive","Source": "MIT","Topic": "Technology","Leaning": "Academic","President": "Trump"}

Calculation of overall sentiment score

  • Overall positive = sentimentr score > 0
  • Overall negative = sentimentr score < 0
  • Overall neutral = sentimentr score = 0

Other documentation/references

How it works?

  • Check our interactive search page/demo for a hands-on with explanations of our analytical dataset
  • We've made a headlines textual classifier with this dataset. Check out the demo.

Contribute

Want to contribute? You can add unique categorical variables to the current data. Send us a pull request.

See our terms & conditions

Our terms & conditions

Our codebook

Want to know more?

Visit https://curatednews.xyz