FMP
Oct 26, 2023 4:51 PM - Rajnish Katharotiya(Last modified: May 2, 2024 1:49 PM)
Navigating the world of APIs might seem daunting at first, but fear not! If you're wondering how to harness the potential of APIs and pull valuable data effortlessly, you're in the right place. Today, we'll walk you through the process in just three simple steps, with a focus on the real-time API provided by Financial Modeling Prep (FMP) for collecting free stock market data. By the end of this guide, you'll be equipped with the knowledge to access and integrate financial data seamlessly. It will help to develop a background of data management in financial services, that becomes increasingly critical in financial services to give you professionalism to use this data effectively in your analysis and decision-making.
FMP's free API plan is tailor-made for newcomers who want to get comfortable with the whole process before diving into the deep end. It's also a perfect fit for those of you who are testing the coding waters or nurturing your creative ideas.
So, what to expect from this plan? Let's break it down:
1. Personal Use: This plan is designed with individual users in mind. If you're looking to broaden your horizons, understand APIs better, and get a feel for what they can do, this is your starting point.
2.Rate Limit: You'll have the freedom to make 250 requests per day. That's your ticket to grabbing the data you need without feeling constrained.
3. US-Focused: This plan covers all stocks within the US exchanges. If you are looking for global exchanges, you will need to upgrade your plan to have access to more than 46+ global exchanges.
4. No Premium Endpoints: While this plan might not give you access to the premium stuff, it's still a goldmine for getting your hands on valuable data.
Keep in mind that this plan serves as an invaluable training ground. Whether you're in the process of familiarizing yourself with the coding universe or eager to explore the potential of your innovative ideas, rest assured that the Free Plan is here to support your endeavors.
Before you can dive into the world of data retrieval, the first step is to access an API. Financial Modeling Prep offers a free stock database API that's incredibly user-friendly. Once you're on the documentation home page, scroll down to the sign-up box and insert your email to start your registration process. You will need to setup a password and verify your email to create an account. Once you verified your email, try signing in again and log to the documentation page to explore our various endpoints. The system will promptly generate a unique free API key for you - Keep this key safe, as it's your ticket to accessing the API's endpoints. You can access your API key code and other account information through the dashboard under your account.
With your key in hand, you're now ready to explore the API's endpoints. FMP's endpoints cover a wide range of financial market data, providing you with diverse data at your fingertips. Unlike some APIs that offer limited basic endpoints and require payment for advanced features, FMP's free API boasts a robust selection. To familiarize yourself, browse through the "All Categories" section in the API documentation. Select an endpoint that aligns with your goals, such as "/api/v3/profile/AAPL" for retrieving a company profile. By using this endpoint, combined with your key, you'll gain valuable insights into a company's profile effortlessly. You can also check these guides on how to call the API to retrieve financial statements, Financial Profitability Ratios, Financial Liquidity Ratios, Cash Flow Ratios using Python,
As you get comfortable with the endpoints during testing, the next step is integrating them into your application's code. The same commands you used for testing can be seamlessly incorporated into your live application's backend to fetch raw data and store it in databases. Gone are the days of wrestling with complex and time-consuming code. These functional commands can be used in sequence, allowing you to request data from servers without the hassle of starting from scratch each time.
Simplifying API Requests with Python
An API, in essence, is a doorway to specific data and programs that can be accessed by other applications via standard HTTP protocols, much like how websites operate. This versatility makes APIs an essential tool for a wide range of applications.
Representational State Transfer (REST) APIs, in particular, offer a structured approach to web services, making data retrieval straightforward. REST APIs function through a set of commands designed to communicate between client and server.
Here are some standard methods commonly used with REST APIs in Python:
The beauty of APIs lies in their simplicity, even for those who are new to Python. Many APIs, including FMP's, offer intuitive solutions that streamline the process of integrating APIs into your Python applications.
In conclusion, the world of APIs doesn't have to be intimidating. By following these three easy steps and leveraging the power of Financial Modeling Prep's free API, you'll be well-equipped to pull financial data effortlessly and integrate it seamlessly into your applications. So go ahead, explore the world of APIs, and unlock the potential of real-time financial data!
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