Awesome Data Analysis
Section: Useful Python Tools for Data Analysis · Generates fake data for testing.
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Appears in 6 awesome lists
Python tool for generating fake data in different languages. Generate addresses, city names, postal codes (you can choose the country), names, meaningless texts, etc.
Section: Useful Python Tools for Data Analysis · Generates fake data for testing.
Section: Testing · A Python package that generates fake data.
Section: Faker (35 · 19K · ) - Faker is a Python package that generates fake data for you. MIT · (👨💻 680 · 🔀 2.1K · 📦 300K):
Section: Sock Puppets · Python tool for generating fake data in different languages. Generate addresses, city names, postal codes (you can choose the country), names, meaningless texts, etc.
Section: Testing · Faker is a Python package that generates fake data for you.
Section: Python Packages · Faker is a Python package that generates fake data for you.
| 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
(label: status:-easy) The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.
Portable software testing framework for web applications. License: Apache 2 , .
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…