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Stock fundamental data refers to the real-time or historical data of stocks that are tradable in the market. Traders and investors use this data to formulate strategies and to monitor the market. Datarade helps you find the best stock fundamental data providers and feeds. Learn more →
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2.4M Standardized Fundamentals
1 country covered
13 years of history data
We offer standardized and as-reported financials, company metadata, news, IPOs, insider transactions and ownership, institutional holdings, and more in a rob...
1 country covered
5 years of history data
Our monthly sales report database has sales data of 400 listed companies in Japan. It updates twice a day and enables users to understand company sales trend...
200K Financial security identification number (ISIN,Exchange Symbol, CUSIP, WKN, SEDOL)
100% End-of-day data released as exchanges and providers do (no lags)
249 countries covered
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Nikkei Market Data
Based in Japan
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Intrinio is a financial data partner powering innovators at financial institutions, startups, and universities by delivering high-quality data through cuttin...
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The Ultimate Guide to Stock Fundamental Data 2021

Learn everything about Stock Fundamental Data. Understand data sources, popular use cases, and data quality.

What is Stock Fundamental Data?

Stock fundamental data is a list of real-time or historical stock data. It comprises all the available stocks in a market, including the global market. Stock fundamental data also includes portfolio analysis, stock price, growth rates, revenues, and sometimes financial statements. This data provides a valuable insight to help investors decide which stock to pick for investment based on the data. Stock fundamental data is utilized to evaluate a company’s value and conduct fundamental analysis of the company’s assets.

How is Stock Fundamental Data collected?

Depending on the location of the stock market, the stock fundamental data varies differently. The data is collected from various global markets like NASDAQ and NYSE. These sources are then organized and validated to acquire accurate and error-free data to analyze and assess the stock market. With stock fundamental data, you can compare markets to forecast a stock’s future value. The global stock market is harder to collect stock fundamental data from because it’s not standardized, so is more difficult to compile in a dataset.

What are the attributes of Stock Fundamental Data?

There are lots of common attributes of stock fundamental data. It may include cash and equivalents, the total revenue, cash from operations, and many more. You may also check for the daily stock index – high, open, low, close, and volume. An extended attribute may consist of more than 150 stock attributes. These attributes are essential in picking the right data for you. Additionally, don’t forget the to look for historical value of the stock as a key attribute, since it’s an essential part of fundamental analysis strategy.

What’s the difference between standardized and as-reported financial statements?

When investors embark on researching for financial information about companies that are listed on the stock exchange market, they typically look at raw data, precisely as the company recorded it. Reported financial statements provide unaltered information, directly from the company. On the other hand, investors who are researching for more than one company at any given time may standardize search data and items for the purpose of comparability. The process of standardization is accomplished by stock fundamental data vendors who sum up individual line items to get revenue total. Once an investor purchases stock fundamental data that contains this information, they have access to standardized metrics which are easy to interpret.

What is Stock Fundamental Data used for?

Investors and traders use stock fundamental data to analyze the growth of particular stocks or use it as part of their trading strategy by conducting fundamental analysis. Stock fundamental data is used to compare markets from their historical value and predict their future value. Having this data makes it easier for traders to comprehend the different stock market trends – locally or globally.

What is Stock Fundamental Data analysis?

For any informed investors on the stock exchange market, fundamental analysis is considered a critical tool that helps these investors win big on the stock exchange market when making the decisions to either buy or sell stocks. Through stock fundamental data analysis, investors on the stock exchange market are given the opportunity to look at any data which is considered to have impact as far as the price or estimated value of a listed stock is concerned. Stock fundamental data analysis involves deeply digging into financial statements to estimate stock price. Stock fundamental data analysis simply means getting to the basics of a company’s performance through the creation of a company profile by pointing out the fundamental value of its shares, so that investors can either buy or sell their stocks depending on this information.

What’s the difference between fundamental and technical analysis of a stock?

There are several differences between fundamental analysis and technical analysis. On the one hand, fundamental analysis focuses on determination by calculation of a given stock’s intrinsic value. In contrast, technical analysis solely analyzes the trading and the price historical trend of a given stock by determining trading signals and other analysis tools that aid in the evaluation of the SWOT analysis of a stock listed on the securities exchange market. Technical analysis is a more advanced form of stock analysis that takes into account a stock’s past performance and uses this information to make informed decision about the projected future performance. Technical analysis helps investors establish financial knowledge through proper identification of patterns and trends that are repetitive in nature and have a direct bearing on the prices of stocks. Generally, stock fundamental analysis forms the basis upon which technical analysis is built. Investors can increase their knowledge about these analyses through purchasing the data from commercial providers by means of stock fundamental data subscription service to aid their technical analysis.

What are the top tools for fundamental analysis?

Investors and analysts use fundamental analysis tools to establish the future value of a company’s stock price. These tools predict the future price of given stocks so that if investors project a higher future value than the current market price, then the chances of buying a given stock is higher. Some of the types of fundamental analysis tools include:

• Earnings per share (EPS).
• Price-to-earnings ratio (P/E)
• Return on equity
• Price-to-book ratio (P/B)
• Price-to-sales ratio
• Dividend payout ratio and
• Projected earnings growth.

Since investors need the correct financial knowledge as far as the application of these tools is concerned, commercial data providers provide insights which are vital when analyzing stocks to determine their fundamental price.

What is market cap in Stock Fundamental Data?

Market capitalization refers to the market value of a given company’s equity that is determined by multiplying the total number of a company’s outstanding shares by the existing market price of one share. Market cap is one of the critical aspects of stock fundamental data as it provides a quick method to estimate with considerable accuracy a company’s value by projecting what the market thinks is the real worth for publicly traded companies. Grounded on its simplicity and effectiveness for risk assessment, which forms the greater part of stock fundamental data analysis, market cap is a critical metric in the determination of which stocks an investor is actually interested in and how investors can use this information to diversify their portfolio with companies of varying sizes.

How is Python used to get Stock Fundamental Data?

All the companies that are listed on any of the stock markets in the United States of America are required to submit their quarterly financial reports to the Securities and Exchange commission (SEC). Once the SEC has access to these financial reports for listed companies, they prepare more accessible versions of reports in the form of CSV packages so that all the stock investors are given the chance to explore this financial information for the purpose of informed financial decision-making. To aid in analyzing historical and real-time stock fundamental data, the Python programming language is used to parse the CSV files provided by the SEC by use of python’s pandas. Python’s pandas is a fast, powerful, flexible and user-friendly open-source data analysis and manipulation tool, that is and add-on of the Python programming language.

Can I download Stock Fundamental Data?

In contemporary trading on the stock markets, there exists data marketplaces where investors can buy stock fundamental data that is pre-analyzed. Stock fundamental data vendors have amassed systems of commercial stock fundamental data for all the stock listed companies across the USA where investors can purchase stock fundamental data that has undergone analysis using Python’s pandas. The advantage of stock fundamental data vendors over individualized search is the fact that they provide investors with the opportunity to purchase and download historical stock fundamental data that is comprised of multiple companies’ stocks that have been analyzed and compiled in a single CSV file format.

How can a user assess the quality of Stock Fundamental Data?

A high-quality stock fundamental data feed must be incorporated with the global markets and exchanges like the NYSE, NASDAQ, the SEC, and many more. The data should also provide the basic data needed as well as more complicated analytics. For proper histircal analysis, stock fundamental data must have historical stock prices for at least the previous six years. You should also check how data providers organize their data and how it’s delivered. Stock fundamental data should be free from errors and must be timely. Another method is to ask for their customer support – see if they are responsive. Ask data providers if they offer a free trial or data sample.

Who are the best Stock Fundamental Data providers?

Finding the right Stock Fundamental Data provider for you really depends on your unique use case and data requirements, including budget and geographical coverage. Popular Stock Fundamental Data providers that you might want to buy Stock Fundamental Data from are Barchart, Nikkei Market Data, Intrinio, Goldbaum, and ISS ESG.

Where can I buy Stock Fundamental Data?

Data providers and vendors listed on Datarade sell Stock Fundamental Data products and samples. Popular Stock Fundamental Data products and datasets available on our platform are US Standardized & As-Reported Fundamentals by Intrinio, Monthly Sales Report by QUICK, and Aggregated Basket Analytics for ETF/ETP/ETCs (Global Coverage) by Goldbaum.

How can I get Stock Fundamental Data?

You can get Stock Fundamental Data via a range of delivery methods - the right one for you depends on your use case. For example, historical Stock Fundamental Data is usually available to download in bulk and delivered using an S3 bucket. On the other hand, if your use case is time-critical, you can buy real-time Stock Fundamental Data APIs, feeds and streams to download the most up-to-date intelligence.

What are similar data types to Stock Fundamental Data?

Stock Fundamental Data is similar to Short Interest Data, ETF Data, Intraday Stock Data, Stock Price Data, and Corporate Actions Data. These data categories are commonly used for Portfolio Analysis and Stock Fundamental Data analytics.

What are the most common use cases for Stock Fundamental Data?

The top use cases for Stock Fundamental Data are Portfolio Analysis and Financial Intelligence.