The main stock market index of United States, the US500, rose to 6818 points on December 2, 2025, gaining 0.08% from the previous session. Over the past month, the index has declined 0.50%, though it remains 12.70% higher than a year ago, according to trading on a contract for difference (CFD) that tracks this benchmark index from United States. United States Stock Market Index - values, historical data, forecasts and news - updated on December of 2025.

The dataset contains a total of 25,161 rows, each row representing the stock market data for a specific company on a given date. The information collected through web scraping from www.nasdaq.com includes the stock prices and trading volumes for the companies listed, such as Apple, Starbucks, Microsoft, Cisco Systems, Qualcomm, Meta, Amazon.com, Tesla, Advanced Micro Devices, and Netflix.

Data Analysis Tasks:

1) Exploratory Data Analysis (EDA): Analyze the distribution of stock prices and volumes for each company over time. Visualize trends, seasonality, and patterns in the stock market data using line charts, bar plots, and heatmaps.

2)Correlation Analysis: Investigate the correlations between the closing prices of different companies to identify potential relationships. Calculate correlation coefficients and visualize correlation matrices.

3)Top Performers Identification: Identify the top-performing companies based on their stock price growth and trading volumes over a specific time period.

4)Market Sentiment Analysis: Perform sentiment analysis using Natural Language Processing (NLP) techniques on news headlines related to each company. Determine whether positive or negative news impacts the stock prices and volumes.

5)Volatility Analysis: Calculate the volatility of each company's stock prices using metrics like Standard Deviation or Bollinger Bands. Analyze how volatile stocks are in comparison to others.

Machine Learning Tasks:

1)Stock Price Prediction: Use time-series forecasting models like ARIMA, SARIMA, or Prophet to predict future stock prices for a particular company. Evaluate the models' performance using metrics like Mean Squared Error (MSE) or Root Mean Squared Error (RMSE).

2)Classification of Stock Movements: Create a binary classification model to predict whether a stock will rise or fall on the next trading day. Utilize features like historical price changes, volumes, and technical indicators for the predictions. Implement classifiers such as Logistic Regression, Random Forest, or Support Vector Machines (SVM).

3)Clustering Analysis: Cluster companies based on their historical stock performance using unsupervised learning algorithms like K-means clustering. Explore if companies with similar stock price patterns belong to specific industry sectors.

4)Anomaly Detection: Detect anomalies in stock prices or trading volumes that deviate significantly from the historical trends. Use techniques like Isolation Forest or One-Class SVM for anomaly detection.

5)Reinforcement Learning for Portfolio Optimization: Formulate the stock market data as a reinforcement learning problem to optimize a portfolio's performance. Apply algorithms like Q-Learning or Deep Q-Networks (DQN) to learn the optimal trading strategy.

The dataset provided on Kaggle, titled "Stock Market Stars: Historical Data of Top 10 Companies," is intended for learning purposes only. The data has been gathered from public sources, specifically from web scraping www.nasdaq.com, and is presented in good faith to facilitate educational and research endeavors related to stock market analysis and data science.

It is essential to acknowledge that while we have taken reasonable measures to ensure the accuracy and reliability of the data, we do not guarantee its completeness or correctness. The information provided in this dataset may contain errors, inaccuracies, or omissions. Users are advised to use this dataset at their own risk and are responsible for verifying the data's integrity for their specific applications.

This dataset is not intended for any commercial or legal use, and any reliance on the data for financial or investment decisions is not recommended. We disclaim any responsibility or liability for any damages, losses, or consequences arising from the use of this dataset.

By accessing and utilizing this dataset on Kaggle, you agree to abide by these terms and conditions and understand that it is solely intended for educational and research purposes.

Please note that the dataset's contents, including the stock market data and company names, are subject to copyright and other proprietary rights of the respective sources. Users are advised to adhere to all applicable laws and regulations related to data usage, intellectual property, and any other relevant legal obligations.

In summary, this dataset is provided "as is" for learning purposes, without any warranties or guarantees, and users should exercise due diligence and judgment when using the data for any purpose.

Gold fell to 4,199.97 USD/t.oz on December 2, 2025, down 0.75% from the previous day. Over the past month, Gold's price has risen 4.93%, and is up 58.92% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Gold - values, historical data, forecasts and news - updated on December of 2025.

Graph and download economic data for Dow-Jones Industrial Stock Price Index for United States (M1109BUSM293NNBR) from Dec 1914 to Dec 1968 about stock market, industry, price index, indexes, price, and USA.

Historical data of the Taiwan Stock Exchange Weighted Index

Chart Industries stock price, live market quote, shares value, historical data, intraday chart, earnings per share and news.

Stock Price Time Series for .

Stock Price Time Series for System Support Inc. System Support Holdings Inc. provides various information technology (IT) services in Japan and internationally. It offers Tate Yakusha, a construction work information management system; Shugyo Yakusha, an attendance/work management system; SHIFTEE, a cloud-based shift management system; Voicetant Writer and Voicetant Recorder, which enables voice operation/input; SmartDWH, a cloud-based DWH solution; PinMap that offers customer information mapping service; MOS, a mobile order reception system; PC Keneki Kenchikun, a security check system for safely connecting external devices; ADDPLAT, a data analysis platform; and Smart Rabbit, a food inventory management system for restaurants. The company also provides system consulting/direction, system integration, IT task support, and outsourcing services, as well as ERP, Oracle, cloud, ServiceNow, RPA, infrastructure, virtualization, and workflow solutions. The company was formerly known as System Support Inc. and changed its name to System Support Holdings Inc. in January 2025. System Support Holdings Inc. was incorporated in 1980 and is headquartered in Kanazawa, Japan.

Stock Price Time Series for Reservoir Media Inc. Reservoir Media, Inc. operates as a music publishing company. The company operates through two segments, Music Publishing and Recorded Music. The Music Publishing segment acquires interests in music catalogs, as well as signs songwriters. The Recorded Music segment engages in the acquisition of sound recording catalogs; discovery and development of recording artists; and marketing, distribution, sale, and licensing of the music catalogs. Reservoir Media, Inc. was founded in 2007 and is headquartered in New York, New York.

Japan's main stock market index, the JP225, rose to 49553 points on December 2, 2025, gaining 0.51% from the previous session. Over the past month, the index has declined 3.78%, though it remains 26.25% higher than a year ago, according to trading on a contract for difference (CFD) that tracks this benchmark index from Japan. Japan Stock Market Index (JP225) - values, historical data, forecasts and news - updated on December of 2025.

Stock Price Time Series for First Watch Restaurant Group Inc. First Watch Restaurant Group, Inc., through its subsidiaries, operates and franchises restaurants under the First Watch trade name in the United States. The company was formerly known as AI Fresh Super Holdco, Inc. and changed its name to First Watch Restaurant Group, Inc. in December 2019. The company was founded in 1983 and is based in Bradenton, Florida.

The value of the DJIA index amounted to ****** at the end of June 2025, up from ********* at the end of March 2020. Global panic about the coronavirus epidemic caused the drop in March 2020, which was the worst drop since the collapse of Lehman Brothers in 2008. Dow Jones Industrial Average index – additional information The Dow Jones Industrial Average index is a price-weighted average of 30 of the largest American publicly traded companies on New York Stock Exchange and NASDAQ, and includes companies like Goldman Sachs, IBM and Walt Disney. This index is considered to be a barometer of the state of the American economy. DJIA index was created in 1986 by Charles Dow. Along with the NASDAQ 100 and S&P 500 indices, it is amongst the most well-known and used stock indexes in the world. The year that the 2018 financial crisis unfolded was one of the worst years of the Dow. It was also in 2008 that some of the largest ever recorded losses of the Dow Jones Index based on single-day points were registered. On September 29, 2008, for instance, the Dow had a loss of ****** points, one of the largest single-day losses of all times. The best years in the history of the index still are 1915, when the index value increased by ***** percent in one year, and 1933, year when the index registered a growth of ***** percent.

View data of the S&P 500, an index of the stocks of 500 leading companies in the US economy, which provides a gauge of the U.S. equity market.

Stock Price Time Series for Box Inc. Box, Inc. provides a cloud content management platform that enables organizations of various sizes to manage and share their content from anywhere on any device in the United States and Japan. The company's Software-as-a-Service platform enables users to work with their content as they need from secure external collaboration, workspaces to e-signature processes, and content workflows improving employee productivity and accelerating business processes. It also offers web, mobile, and desktop applications of its solutions on a platform, as well as the ability to develop custom applications. The company was formerly known as Box.net, Inc. and changed its name to Box, Inc. in November 2011. Box, Inc. was incorporated in 2005 and is headquartered in Redwood City, California.

Stock Price Time Series for Gyldendal A/S. Gyldendal A/S publishes and sells books in Denmark and Norway. The company publishes fiction books, including novels, entertainment literature, crime, classics, poems, short stories, children's, young adult, romance and eroticism, and other fiction books; and non-fiction books, such as biographies, history, society and politics, cook, sports, health and exercise, spirituality, business, art, culture and design, garden, hobbies and crafts, nature, science, and other fiction books. It also provides tutoring services; produces digital teaching materials; and operates reading club. Gyldendal A/S was founded in 1770 and is based in Copenhagen, Denmark.

Stock Price Time Series for Roku Inc. Roku, Inc., together with its subsidiaries, operates a TV streaming platform in the United States and internationally. The company operates in two segments, Platform and Devices. Its streaming platform allows users to find and access TV shows, movies, news, sports, and others. The company also sells streaming players, Roku-branded TVs, smart home products and services, audio products, and related accessories, as well as offers digital advertising services. Roku, Inc. was incorporated in 2002 and is headquartered in San Jose, California.

Stock Price Time Series for DoorDash, Inc. Class A Common Stock. DoorDash, Inc., together with its subsidiaries, operates a commerce platform that connects merchants, consumers, and independent contractors in the United States and internationally. The company operates DoorDash Marketplace and Wolt Marketplace, which provide various services, such as customer acquisition, demand generation, order fulfillment, merchandising, payment processing, and customer support. It also offers membership programs, including DashPass and Wolt+; and DoorDash Drive On-Demand and Wolt Drive, which are white-label delivery fulfillment services, as well as provides services that help merchants establish online ordering, build branded mobile apps, enable tableside order and pay, and enhance customer support. The company was formerly known as Palo Alto Delivery Inc. and changed its name to DoorDash, Inc. in 2015. DoorDash, Inc. was founded in 2013 and is headquartered in San Francisco, California.

Stock Price Time Series for Snap Inc. Snap Inc. operates as a technology company in North America, Europe, and internationally. The company offers Snapchat, a visual messaging application with various tabs, such as camera, visual messaging, snap map, stories, and spotlight that enable people to communicate visually through short videos and images. It also provides Snapchat+, a subscription service that provides subscribers access to exclusive, experimental, and pre-release features; Spectacles, an eyewear product; and advertising products, including AR ads and Snap ads comprises a single image or video ads, collection ads, dynamic ads, story ads, commercials, sponsored snaps, and promoted places. The company was formerly known as Snapchat, Inc. and changed its name to Snap Inc. in September 2016. Snap Inc. was founded in 2010 and is headquartered in Santa Monica, California.

Silver fell to 57.28 USD/t.oz on December 2, 2025, down 1.22% from the previous day. Over the past month, Silver's price has risen 19.11%, and is up 84.81% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Silver - values, historical data, forecasts and news - updated on December of 2025.

Prices for United States Stock Market Index (US500) including live quotes, historical charts and news. United States Stock Market Index (US500) was last updated by Trading Economics this December 1 of 2025.