Awesome Data Analysis
Section: Useful Python Tools for Data Analysis · Reads data from various online sources into pandas DataFrames.
Entry
Appears in 5 awesome lists
Python - Python module to get data from various sources (Google Finance, Yahoo Finance, FRED, OECD, Fama/French, World Bank, Eurostat...) into Pandas datastructures such as DataFrame, Panel with a caching mechanism.
Section: Useful Python Tools for Data Analysis · Reads data from various online sources into pandas DataFrames.
Section: Market Data & Data Sources · Python - Python module to get data from various sources (Google Finance, Yahoo Finance, FRED, OECD, Fama/French, World Bank, Eurostat...) into Pandas datastructures such as DataFrame, Panel with a caching mechanism.
Section: General · Up to date remote data access for pandas, works for multiple versions of pandas.
Section: Data Science and Analytics · Extract data from a wide range of Internet sources into a pandas DataFrame.
Section: Stocks and General · |Python| - Up to date remote data access for pandas, works for multiple versions of pandas.
| Python | - Parallel computing with task scheduling in Python with a Pandas like API
| Rust, Python | - Polars is a blazingly fast DataFrames library implemented in Rust using Apache Arrow Columnar Format as memory model.
(label: good first issue) Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Vaex is a high performance Python library for lazy Out-of-Core DataFrames (similar to Pandas), to visualize and explore big tabular datasets. Vaex uses memory mapping, zero memory copy policy and lazy computations for best performance (no memory wasted).
is an open source, NumPy-aware optimizing compiler for Python sponsored by Anaconda, Inc. It uses the LLVM compiler project to generate machine code from Python syntax. Numba can compile a large subset of numerically-focused Python, including many NumPy functions. Additionally, Numba has support…
| Python | - Modin: Speed up your Pandas workflows by changing a single line of code