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.

S&P 500 Stock Prices

Historical stock market data for current S&P 500 companies, from 2014-2017. Each record represents a single day of trading, and includes the ticker name, volume, high, low, open and close prices.

Recommended Analysis

Which date in the sample saw the largest overall trading volume? On that date, which two stocks were traded most?

On which day of the week does volume tend to be highest? Lowest?

On which date did Amazon (AMZN) see the most volatility, measured by the difference between the high and low price?

If you could go back in time and invest in one stock from 1/2/2014 - 12/29/2017, which would you choose? What % gain would you realize?

Venezuela's main stock market index, the IBC, rose to 1554 points on December 2, 2025, gaining 0.15% from the previous session. Over the past month, the index has declined 2.61%, though it remains 1,361.02% higher than a year ago, according to trading on a contract for difference (CFD) that tracks this benchmark index from Venezuela. Venezuela Stock Market (IBVC) - values, historical data, forecasts and news - updated on December of 2025.

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.

The Dow Jones Industrial Average is (DJIA) is possibly the most well-known and commonly used stock index in the United States. It is a price-weighted index that assesses the stock prices of 30 prominent companies, whose combined prices are then divided by a regularly-updated divisor (0.15199 in February 2021), which gives the index value. The companies included are rotated in and out on a regular basis; as of mid-2022, the longest mainstay on the list is Procter & Gamble, which was added in 1932; whereas Amgen, Salesforce, and Honeywell were all added in 2020. As one of the oldest indices for stock market analysis, the impact of major events, recessions, and economic shocks or booms can be tracked and contextualized over longer periods of time.

Due to inflation, unadjusted figures appear to be more sporadic in recent years, however the greatest fluctuations came in the earliest years of the index. In the given period, the greatest decline came in the wake of the Wall Street Crash in 1929; by 1932 average values had fallen to just one fifth of their 1929 average, from roughly 314 to 65.

Context

Technology companies have become a dominant driver in recent years of economic growth, consumer tastes and the financial markets. The biggest tech stocks as a group, for example, have dramatically outpaced the broader market in the past decade.

That's because technology has reshaped in a major way how people communicate, consume information, shop, socialize, and work.

Broadly speaking, companies in the technology sector engage in the research, development, and manufacture of technologically based goods and services. They create software, and design and manufacture computers, mobile devices, and home appliances. They also provide products and services related to information technology.

Content

This dataset contains 3 files with the daily stock price and volume of the three companies: Google, Apple, and Facebook from 07/09/2017 to 07/09/2022. Source: Yahoo! Finance

Profile

Apple

Apple Inc. (AAPL) One Apple Park Way Cupertino, CA 95014 United States 408 996 1010 https://www.apple.com

Sector(s): Technology Industry: Consumer Electronics Full Time Employees: 154,000

Total Revenue (2021): $365,817,000
Net Income (2021):$94,680,000
Exchange: Nasdaq

Google

Alphabet Inc. (GOOG) 1600 Amphitheatre Parkway Mountain View, CA 94043 United States 650 253 0000 https://www.abc.xyz

Sector(s): Communication Services Industry: Internet Content & Information Full Time Employees: 174,014

Total Revenue (2021): $257,637,000 Net Income (2021):$76,033,000 Exchange: Nasdaq

Facebook

Meta Platforms, Inc. (META) 1601 Willow Road Menlo Park, CA 94025 United States 650 543 4800 https://investor.fb.com

Sector(s): Communication Services Industry: Internet Content & Information Full Time Employees: 83,553

Total Revenue (2021): $117,929,000 Net Income (2021):$39,370,000 Exchange: Nasdaq

Acknowledgements

Yahoo! Finance Investopedia Nasdaq

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This dataset provides historical daily trading data for companies listed on the Pakistan Stock Exchange (PSX). It includes records of stock prices, volumes, and percentage changes across all active and delisted companies over the period January 2017 – October 2025.

The dataset can be used for:

Financial market trend analysis

Predictive modeling of stock movements

Time-series forecasting

Quantitative finance and algorithmic trading research

Data visualization and analytics education

Data Source

Data compiled from publicly available PSX company price reports and market summaries.

Coverage

Exchange: Pakistan Stock Exchange (PSX)

Time Range: 2017-01-02 → 2025-10-24

Frequency: Daily (trading days only)

Total Records: 840,330 rows

File Details Column Description DATE Trading date (YYYY-MM-DD) SYMBOL Stock symbol/ticker LDCP Last Day Closing Price (previous close) OPEN Opening price of the day HIGH Highest traded price during the day LOW Lowest traded price during the day CLOSE Closing price of the day CHANGE Absolute price change (CLOSE − LDCP) CHANGE (%) Percentage change relative to previous close VOLUME Number of shares traded

Notes

Missing or zero values may represent suspended or inactive trading for a symbol on a given date.

Data has been cleaned and standardized for consistent formatting.

Date range and total records verified as of October 24, 2025.

Pakistan's main stock market index, the KSE 100, fell to 167838 points on December 2, 2025, losing 0.13% from the previous session. Over the past month, the index has climbed 3.09% and is up 60.52% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Pakistan. Pakistan Stock Market (KSE100) - values, historical data, forecasts and news - updated on December of 2025.

In 2021, the United States information technology (IT) market is dominated by the IT and business services segment with a ** percent share of the market. The U.S. market has a robust infrastructure and various platforms, with a large installed base of users already equipped with connected devices and bandwidth for device communication, allowing for such services to maintain the dominant position of the IT market share.

The Dates Market Report is Segmented by Geography (North America, Europe, Asia-Pacific, South America, Middle East, and Africa). The Report Includes Production Analysis (Volume), Consumption Analysis (Value and Volume), Export Analysis (Value and Volume), Import Analysis (Value and Volume), and Price Trend Analysis. The Market Forecasts are Provided in Terms of Value (USD) and Volume (Metric Tons).

Context

PTT is the biggest BBS in Taiwan, it contained lots of news and discussion in different boards. PTT stock board is really popular because many of the users would give their opinions on trends of the market. Most of them tried to predict the trend of the index(^TWII). It would be interesting to know if the users activities or texts was correlated with index price or trend.

Content

There are 3 csv files.

"PTT_stock_p3000_p3718.csv"

It contains about 2 years of the stock discussion topic name, topic_URL, author ID, number of people liked it or not(push type).

"daychat_push_60d_1006.csv"

It contains 60 days of instant intraday trading chats texts (2017/7/17~2017/10/06)

"TWII_20151001_20171006.csv"

Daily OHLC , volume, up or down, %changes and volatility level of ^TWII historical prices between 2015/10/01 and 2017/10/06

*** Data has been updated to 2018/05/03.

1. PTT_stock_p3718_p4245.csv

2. daychat_push_60d_20180503.csv

3. TWII_20171006_20180503

Acknowledgements

All of the text data could be found on: https://www.ptt.cc/bbs/Stock/index.html.

The historical price data of Taiwan stock market index (^TWII) was from Yahoo Finance.

Inspiration

1. There are few NLP data presented in Mandarin. It would be a new challenge to interpret texts not written in English.
2. Since the text data were all about stock or index going up or down, so it would be interesting to know which ID predicts accurate or misleading the others about the market trend.
3. Is volatility level correlated with intraday trading chat amounts or topic amounts of the day?
4. Can you tell which is the most popular stock they are observing, and the trend is going up or down?

This chart highlights the importance that the French attached to fashion trends in February 2017. It is noted that nearly 70 percent of respondents said they did not attach any importance to this, compared to 1 percent of respondents seeking to always be fashionable. In this survey, we also learn that only few French people were watching fashion shows.

The S&P BSE Sensex index, one of India's two main stock indices, lost almost *********** of its value between the end of February and the end of March 2020, owing to the economic impact of the global coronavirus (COVID-19) pandemic. It has since recovered, surpassing its pre-corona level in *************.The S&P BSE Sensex index includes 30 companies listed on the Bombay Stock Exchange which are representative of various industrial sectors of the Indian economy. It is considered one of the main Indicators of the Indian stock market, along with the CNX Nifty Index (which includes shares from India's other main stock exchange, the National Stock Exchange).

The global IP multimedia subsystem market is expected to grow from almost US$ 14.3 billion in 2017 to nearly US$ 50.4 billion by 2026. This implies a 15% compound annual growth rate (CAGR) by the end of 2026.

Attribute	Details
Estimated market size of global IP multimedia subsystem market in 2017	US$ 14.3 Billion
Projected market size of global IP multimedia subsystem market by 2026	US$ 50.4 Billion
CAGR during 2017 to 2026	15%

The global Microfluidics Market is estimated to be valued at USD 24,647.3 million in 2025 and is projected to reach USD 48,940.0 million by 2035, registering a compound annual growth rate (CAGR) of 7.1% over the forecast period.

Metric	Value
Market Size (2025E)	USD 24,647.3 million
Market Value (2035F)	USD 48,940.0 million
CAGR (2025 to 2035)	7.1%

Country-wise Outlook

Country	CAGR (2025 to 2035)
USA	12.1%

Country	CAGR (2025 to 2035)
UK	11.2%

Country	CAGR (2025 to 2035)
European Union (EU)	11.6%

Country	CAGR (2025 to 2035)
Japan	11.4%

Country	CAGR (2025 to 2035)
South Korea	11.5%

Global Coronavirus Testing Kits Market stood at USD68.12 billion in 2021 and is expected to grow at a steady CAGR during the forecast period. Coronavirus Testing Kits Market - Global Industry Size, Share, Trends, Opportunity, and Forecast, 2017-2027 Segmented By Type of Test, By Use, By Full Test Time, By Technology, By Specimen, By Mobility, By End Use, By Region

Pages	110
Market Size
Forecast Market Size
CAGR
Fastest Growing Segment
Largest Market
Key Players

This table contains 25 series, with data for years 1956 - present (not all combinations necessarily have data for all years). This table contains data described by the following dimensions (Not all combinations are available): Geography (1 items: Canada ...), Toronto Stock Exchange Statistics (25 items: Standard and Poor's/Toronto Stock Exchange Composite Index; high; Standard and Poor's/Toronto Stock Exchange Composite Index; close; Toronto Stock Exchange; oil and gas; closing quotations; Standard and Poor's/Toronto Stock Exchange Composite Index; low ...).

Graph and download economic data for Stock Market Turnover Ratio (Value Traded/Capitalization) for Papua New Guinea (DDEM01PGA156NWDB) from 2003 to 2017 about Papua New Guinea, ratio, and stock market.

The global shrimp market is poised to grow significantly from USD 70.09 billion in 2025 to approximately USD 151.32 billion by 2035, advancing at a CAGR of 8.0%.

Attributes	Description
Estimated Global Industry Size (2025E)	USD 70.09 billion
Projected Global Industry Value (2035F)	USD 151.32 billion
Value-based CAGR (2025 to 2035)	8.0%

Shrimp Market Analysis by Top Investment Segments

Species Segment	CAGR (2025 to 2035)
Gulf Shrimps	7.5%

Form Segment	Share (2025)
Canned Shrimp	80%

Source Segment	CAGR (2025 to 2035)
Organic Shrimp	9.3%

Application Segment	CAGR (2025 to 2035)
Food	8.1%

Country-wise Insights

Country	CAGR, 2025 to 2035
USA	6.5%
Germany	5.3%
India	10.2%

The size of the Capacity Management Market was valued at USD 34222.63 Million in 2023 and is projected to reach USD 83552.93 Million by 2032, with an expected CAGR of 13.60% during the forecast period. Recent developments include: In December 2017, one of the prominent market companies - IBM partnered with Blue Prism to deliver enterprises across the world with scalable, secure, and easy-to-use digital workspace capabilities for the target audience. Digital workspace capabilities would help enable enterprises to enhance the user experience and delivery of new products and services using intelligent automation. In November 2017, HPE entered into a partnership with Rackspace to offer the private cloud, OpenStack, on a pay-per-use model. This model is likely to have helped the companies in serving the requirements of their clientele to manage IT resources to meet the business requirements. In October 2017, another market company - BMC Software had announced solution enhancements by integrating AI, machine learning, and predictive capabilities with its existing IT service management solutions. The upgrade would be extending help to the market enterprises transform their service management capabilities and add value to the existing systems. Furthermore, this upgrade would help address the challenges faced while delivering services in complex multi-cloud environments. In October 2017, NetApp took to the international scale and launched a series of software, including NetApp SolidFire Element OS, ONTAP, Storage GRID Web scale, and others like On Command Insight software, that is further strengthening the company’s Data Fabric solution portfolio. The introduction of the new software helps in enabling the data fabric solutions to help customers optimize cost, accelerate and protect data, and also, build next-generation data center architectures. .