{"repo":"CrowdStrike/omigo-data-analytics","free":true,"listed":false,"github":"https://github.com/CrowdStrike/omigo-data-analytics","clone":"git clone https://github.com/CrowdStrike/omigo-data-analytics.git","description":"Data Analytics Library for Python","language":"Python","stars":17,"topics":["python","analytics","machine-learning","statistics","aws","tsv","pandas","data-visualization","data-science","data-analysis"],"license":"MIT","category":"analytics","readme_excerpt":"Data Analytics Library for Python Summary Python library to do end to end data analytics from reading to transformation, analysis and visualization. Support for reading and writing multiple data formats from local machine or S3. Functional programming style APIs. Advanced APIs for doing join, aggregation, sampling, and processing time series data. Schema evolution. Visualization APIs to provide simple interface to matplotlib, seaborn, and other popular libraries. Primary Use Cases Data Exploration phase when we don't know what we are looking for, and what might work. Wide datasets with 100s or 1000s of columns. Complex business logic is involved. Run through Docker Build image (first time only) Run docker image Install Instructions There are three packages: core, extensions and hydra. The core package is built using core python with minimal external dependencies to keep it stable. The extensions package contains libraries for advanced functionalities like visualization, and can have lot of dependencies. The hydra package contains experimental code for distributed execution. This is not used at the moment. There are APIs provided to create new extension packages for custom needs and plugin easily into the existing code (See extend-class). Usage Note : Some working examples are in jupyter example-notebooks directory. Here is a simple example to run in command line. Read data from local filesystem. Can also use s3 or web url. Print basic stats like the number of rows Export to p","default_branch":null,"files":null,"tree":[],"storefront":"/r/CrowdStrike","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/CrowdStrike/omigo-data-analytics/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}