Comprehensive dataset of 14 companies listed on Nasdaq, including detailed financial information, market data, and corporate filings. This dataset provides real-time updates on trading metrics, company profiles, financial statements, regulatory filings, and market performance indicators. Updated every 30 minutes, it covers key data points such as market capitalization, trading volume, stock prices, company fundamentals, and regulatory compliance information for all listed securities on Nasdaq.

Context Scraped from CNBC, the Guardian, and Reuters official websites, the headlines in these datasets reflects the overview of the U.S. economy and stock market every day for the past year to 2 years.

Content Data scraped from CNBC contains the headlines, last updated date, and the preview text of articles from the end of December 2017 to July 19th, 2020. Data scraped from the Guardian Business contains the headlines and last updated date of articles from the end of December 2017 to July 19th, 2020 since the Guardian Business does not offer preview text. Data scraped from Reuters contains the headlines, last updated date, and the preview text of articles from the end of March 2018 to July 19th, 2020. Inspiration I firmly believe that the sentiment of financial news articles reflects and directs the performance of the U.S. stock market. Therefore, by applying Natural Language Processing (NLP) through these headlines, I can see how the positivity/negativity of the score through each day correlate to the stock market's gains/losses.

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Original Data Source: Financial News Headlines Data

The Nasdaq Stock Market is an American stock exchange. It is the second-largest exchange in the world by market capitalization, behind only the New York Stock Exchange. The exchange platform is owned by Nasdaq, Inc., which also owns the Nasdaq Nordic (formerly known as OMX) and Nasdaq Baltic stock market network and several other US stock and options exchanges.

Access real-time and historical US equity options data included as part of Databento's OPRA data feed. Nasdaq MRX offers a customer priority, pro-rata allocation market and a price-time complex market. MRX provides similar features to ISE such as price improvement, routing strategies, and complex order book, with one main difference being an alternative pricing model.

Access real-time and historical US equity options data included as part of Databento's OPRA data feed. Nasdaq PHLX is a full service options trading platform offering both electronic and floor-based trading. PHLX runs a customer priority, pro rata allocation model focused on executions for Complex and Simple Orders. Features of PHLX include: price improvement on XL (PIXL), complex order systerm, flexible routing strategies, and more.

Access real-time and historical US equity options data included as part of Databento's OPRA data feed. Nasdaq BX utilizes a taker-maker pricing model and offers economic incentives for liquidity takers. Nasdaq BX features popular order types such as Mid-Point Peg and Post-Only orders, Order Modify functionality and Self Match Prevention. It also offers a Retail Price Improvement Program for retail investors.

Access real-time and historical US equity options data included as part of Databento's OPRA data feed. Nasdaq GEMX is a traditional maker-taker exchange, offering a unique structure intended to attract liquidity and offer price improvement opportunities. GEMX offers features similar to ISE with routing strategies and a full suite of auction and crossing orders, but also provides high-speed automated opening to allow access to better execution quality and additional liquidity.

Access real-time and historical US equity options data included as part of Databento's OPRA data feed. The NASDAQ Options Market offers immediate and automatic price improvement to orders. Orders designated to use the options routing feature are routed to other markets to ensure orders get the best price available. The NASDAQ Options Market also links to and complies with the obligations of the Options InterMarket Linkage.