The Stock Analysis API returns the below basic financials for companies:
Valuation Measures
Profitability
Earnings Analysis
Growth Estimates
Income Statement
Balance Sheet
Cash Flow Statement
Management Effectiveness
Stock Price Historical Statistics
Dividend and Splits
Fiscal Year
Company Description
Jupyter Notebook Example
Github Example
Medium
First, we import the necessary Python libraries.
import json
import requests
import pandas as pd
Using the AlphaWave Data Stock Analysis API, we can get the Key Statistics for a given stock symbol. To call this API with Python, you can choose one of the supported Python code snippets provided in the API console. Here is an example of how to invoke the API with Python Requests.
url = "https://stock-analysis.p.rapidapi.com/api/v1/resources/key-stats"
querystring = {"ticker":"AAPL"}
headers = {
'x-rapidapi-host': "YOUR_X-RAPIDAPI-HOST_WILL_COPY_DIRECTLY_FROM_RAPIDAPI_PYTHON_CODE_SNIPPETS",
'x-rapidapi-key': "YOUR_X-RAPIDAPI-KEY_WILL_COPY_DIRECTLY_FROM_RAPIDAPI_PYTHON_CODE_SNIPPETS"
}
key_stats_response = requests.request("GET", url, headers=headers, params=querystring)
# Create Key Statistics DataFrame
key_stats_df = pd.DataFrame.from_dict(key_stats_response.json())
key_stats_df = key_stats_df.transpose()
key_stats_df
That’s it!
Now you have the Key Statistics in a pandas DataFrame for a given stock symbol (AAPL in this example).
Changing the url will enable you to get:
Earnings History (“https://stock-analysis.p.rapidapi.com/api/v1/resources/earnings-history”)
Growth Estimate (“https://stock-analysis.p.rapidapi.com/api/v1/resources/growth-estimate”)
Revenue Estimate (“https://stock-analysis.p.rapidapi.com/api/v1/resources/revenue-estimate”)
Earnings Estimate (“https://stock-analysis.p.rapidapi.com/api/v1/resources/earnings-estimate”)
Earnings Trend (“https://stock-analysis.p.rapidapi.com/api/v1/resources/earnings-trend”)
Earnings Revisions (“https://stock-analysis.p.rapidapi.com/api/v1/resources/earnings-revisions”)
Company Description (“https://stock-analysis.p.rapidapi.com/api/v1/resources/profile”)