Baselight

3 Months Of Nasdaq100 Related News From GDELT

For NLP and sentiment analysis

@kaggle.abdeljalilyahya_3_months_of_nasdaq100_related_news_from_gdelt

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About this Dataset

3 Months Of Nasdaq100 Related News From GDELT

This dataset was scraped from GDELT. It offers news with urls that we scraped looking for NASDAQ100 companies. Every day the scraping function is triggered as a scheduled task and retrieves news. We only show a period of 3 months. The articles are then classified by topic (Environment, Social, Governance or None) by an SGDClassifier algorithm. The sentiment is calculated using VaderSentiment.

Tables

N 20220708 To 20221009 Analysis

@kaggle.abdeljalilyahya_3_months_of_nasdaq100_related_news_from_gdelt.n_20220708_to_20221009_analysis
  • 3.41 MB
  • 1609 rows
  • 10 columns
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CREATE TABLE n_20220708_to_20221009_analysis (
  "date" TIMESTAMP,
  "sourceurl" VARCHAR,
  "company" VARCHAR,
  "title" VARCHAR,
  "body" VARCHAR,
  "topic_label" VARCHAR,
  "sentiment" DOUBLE,
  "topic_weight" DOUBLE,
  "nasdaq_weight" DOUBLE,
  "esg_nasdaq" DOUBLE
);

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