pandas
pandas-datareader
| pandas | pandas-datareader | |
|---|---|---|
| 1 | 3 | |
| 33,264 | 2,835 | |
| - | 1.1% | |
| 10.0 | 6.3 | |
| about 2 years ago | 3 months ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pandas
-
Does pandas iterrows have performance issues?
This discussion on GitHub led me to believe it is caused when mixing dtypes in the dataframe, however the simple example below shows it is there even when using one dtype (float64). This takes 36 seconds on my machine:
pandas-datareader
-
Seeking recommendations for forex economic data API
I've looked at https://github.com/pydata/pandas-datareader and it looks good, does anyone have experience?
- pandas datareader get_data_yahoo(), Fix question, I have heard they changed something to make it secure
-
Best quantitative tools/repos/apis for Sentiment & Social Media analysis of individual Stock/Crypto tickers
Also Yahoo continually takes steps to discourage programmatic access (the most recent attempt is happening right now: https://github.com/pydata/pandas-datareader/issues/868).
What are some alternatives?
gurobipy-pandas - Convenience wrapper for building optimization models from pandas data
yfinance - Download market data from Yahoo! Finance's API
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
mfinancials - Simple module for downloading financial statements and estimates from financials.morningstar.com
datasloth - Natural language Pandas queries and data generation powered by GPT-3
Scrape-Finance-Data-v2 - A standalone package to scrape financial data from listed Vietnamese companies via Vietstock
AWS Data Wrangler - pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
yflive - Live Data Streamer for Yahoo! Finance
pandas-chat - pandas-ai is a python library that uses ChatGPT prompts to analyze and process pandas data in a conversational way.
Quantel - Official Python wrapper for the Quantel Finance API
alpha_vantage - A python wrapper for Alpha Vantage API for financial data.
akshare - AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库 [Moved to: https://github.com/akfamily/akshare]