Update README.md

# 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.

README.md

@@ -1,3 +1,17 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+language:
+- en
+tags:
+- finance
+- classification
+- Market Analysis
+- Stock Market
+- Financial News
+widget:
+ - text: "First Bancorp Announces Cash Dividend"
+ - text: "Energizer (NYSE:ENR) Exceeds Q1 Expectations"
+ - 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"
+---