Update README.md

README.md

@@ -14,4 +14,75 @@ widget:
  - text: "Palantir Earnings Are Today: What to Expect?"
  - text: "BRP Group, Inc. (NASDAQ:BRP) Q3 2023 Earnings Call Transcript"
  - text: "Dorchester Minerals, L.P. Announces Appointment of Manager to Board of Managers"
----
+---
+
+# 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.