Finance Article Classifier

This classifier categorizes finance article titles into specific labels that indicate the nature of the news. Below is a description for each label:

Bearish Labels

  • BEARISH_ANALYST_BEARISH_RECOMMENDATION_NEWS: Articles where analysts downgrade or give a negative outlook on stocks or companies.
  • BEARISH_BANKRUPTCY_ANNOUNCEMENTS_NEWS: News about companies filing for bankruptcy.
  • BEARISH_BIOTECH_NEGATIVE_CLINICAL_RESULTS_NEWS: Reports on biotech companies with unsuccessful clinical trial results.
  • BEARISH_BUSINESS_UPDATE_NEWS: General business updates with a negative impact or outlook.
  • BEARISH_EARNINGS_MISS_EXPECTATIONS_NEWS: Companies reporting earnings that fall short of market expectations.
  • BEARISH_FDA_REJECTION_NEWS: News about the FDA rejecting a company's drug or product application.
  • BEARISH_INSIDER_SELLING_NEWS: Articles about company insiders selling their shares, which may indicate a lack of confidence in the company's future.
  • BEARISH_INVESTMENT_NEWS: Negative news related to investments or market conditions.
  • BEARISH_JOB_CUT_ANNOUNCEMENTS_NEWS: News about companies announcing layoffs or job cuts.
  • BEARISH_LISTING_NEWS: News that negatively impacts a company's stock listing or trading status.
  • BEARISH_PRODUCT_RECALL_NEWS: Announcements of product recalls that could damage a company's reputation and finances.
  • BEARISH_REVERSE_STOCK_SPLIT_NEWS: News on reverse stock splits, often seen as a negative signal by investors.
  • BEARISH_SETTLEMENT_NEWS: Reports on legal settlements that result in financial or reputational damage.
  • BEARISH_SHORT_SELLING_ACTIVITY_NEWS: Articles highlighting increased short selling activity in a company's stock.
  • BEARISH_STOCK_PRICE_DECLINE_NEWS: News about significant declines in stock prices.

Bullish Labels

  • BULLISH_ACQUISITION_UPDATES_NEWS: Positive updates on acquisitions or mergers.
  • BULLISH_ANALYST_BEARISH_RECOMMENDATION_NEWS: Analysts retracting previous bearish recommendations, often seen as a positive shift.
  • BULLISH_ANALYST_BULLISH_RECOMMENDATION_NEWS: Analysts giving positive recommendations or upgrading stock ratings.
  • BULLISH_BIOTECH_POSITIVE_CLINICAL_RESULTS_NEWS: News on successful biotech clinical trials.
  • BULLISH_BUSINESS_EXPANSION_NEWS: Articles about companies expanding operations or entering new markets.
  • BULLISH_BUSINESS_UPDATE_NEWS: General business updates with a positive impact or outlook.
  • BULLISH_DIVIDEND_ANNOUNCEMENT_NEWS: Announcements of new or increased dividend payouts.
  • BULLISH_EARNINGS_BEAT_EXPECTATIONS_NEWS: Companies reporting earnings that exceed market expectations.
  • BULLISH_FDA_CLEARANCE_NEWS: News about the FDA approving a company's drug or product application.
  • BULLISH_INSIDER_BUYING_NEWS: Articles about company insiders buying shares, which may indicate confidence in the company's future.
  • BULLISH_INVESTMENT_NEWS: Positive news related to investments or market conditions.
  • BULLISH_LISTING_NEWS: Positive news impacting a company’s stock listing or trading status.
  • BULLISH_NEW_PARTNERSHIP_ANNOUNCEMENTS_NEWS: Announcements of new partnerships or alliances.
  • BULLISH_PRODUCT_FEATURE_LAUNCH_NEWS: News about the launch of new products or features.
  • BULLISH_SHARE_BUYBACK_NEWS: News on companies buying back their own shares.
  • BULLISH_SIGNIFICANT_CONTRACT_WIN_NEWS: Articles about companies winning major contracts.
  • BULLISH_STOCK_PRICE_JUMP_NEWS: News about significant increases in stock prices.
  • BULLISH_TENDER_OFFER_NEWS: Positive news about tender offers.

Unrated Labels

  • UNRATED_ACQUISITION_UPDATES_NEWS: Neutral updates on acquisitions or mergers.
  • UNRATED_AWARD_RECOGNITION_NEWS: Articles about companies receiving awards or recognition.
  • UNRATED_BUSINESS_UPDATE_NEWS: General business updates with a neutral impact.
  • UNRATED_CONFERENCE_PARTICIPATION_NEWS: News about company participation in conferences.
  • UNRATED_CORPORATE_CELEBRATION_NEWS: Articles about corporate celebrations or milestones.
  • UNRATED_CORPORATE_DONATIONS_NEWS: News on corporate donations or philanthropy.
  • UNRATED_CRYPTOCURRENCY_MARKET_NEWS: News related to the cryptocurrency market.
  • UNRATED_EARNINGS_CALL_TRANSCRIPT_NEWS: Transcripts of company earnings calls.
  • UNRATED_EARNINGS_MATCH_EXPECTATIONS_NEWS: Companies reporting earnings that match market expectations.
  • UNRATED_EARNINGS_REPORT_NEWS: General news on earnings reports.
  • UNRATED_ESG_INITIATIVES_NEWS: News on environmental, social, and governance initiatives.
  • UNRATED_HR_DEVELOPMENTS_NEWS: News on human resources developments.
  • UNRATED_INDUCEMENT_GRANTS_NEWS: News about stock inducement grants.
  • UNRATED_INVESTOR_MEETING_NEWS: News about investor meetings or conferences.
  • UNRATED_LISTING_NEWS: Neutral news on stock listings.
  • UNRATED_NEW_FINANCING_NEWS: News about new financing deals or rounds.
  • UNRATED_NEW_OFFERING_NEWS: News on new stock or bond offerings.
  • UNRATED_NEWS: General financial news not fitting other specific categories.
  • UNRATED_OIL_MARKET_UPDATES_NEWS: Updates on the oil market.
  • UNRATED_PRIVATE_OFFERING_DETAILS_NEWS: News on private offerings.
  • UNRATED_PRIVATE_PLACEMENT_FINANCING_NEWS: News on private placement financing.
  • UNRATED_SEC_FILINGS_NEWS: Articles about SEC filings.
  • UNRATED_SENIOR_NOTES_OFFERING_NEWS: News on senior notes offerings.
  • UNRATED_SPINOFF_NEWS: News about corporate spinoffs.
  • UNRATED_STOCK_ANALYSIS_UPDATES_NEWS: Updates on stock analyses.
  • UNRATED_STOCK_MARKET_MOVEMENTS_NEWS: News on general stock market movements.
  • UNRATED_STOCK_RECOMMENDATION_NEWS: General news on stock recommendations.
  • UNRATED_SUSTAINABILITY_REPORTS_NEWS: News on sustainability reports.
  • UNRATED_TREASURY_YIELDS_NEWS: Updates on treasury yields.
  • UNRATED_UPCOMING_EARNINGS_ANNOUNCEMENT_NEWS: Announcements of upcoming earnings reports.

This comprehensive classifier enables the categorization of financial news titles into precise categories, aiding in targeted analysis and decision-making.

To see the results of the model on Textorch, visit https://www.textorch.com/market-news

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