Code Monkey home page Code Monkey logo

brute-force-plotter's Introduction

Brute Force Plotter

[Work in progress] Tool to visualize data quickly with no brain usage for plot creation

Installation

will be packaged soon

Example

It was tested on python3 only

$ git clone https://github.com/eyadsibai/brute_force_plotter.git
$ cd brute_force_plotter
$ pip3 install -r requirements.txt
$ PYTHONPATH=brute_force_plotter python3 brute_force_plotter/brute_force_plotter.py example/titanic.csv example/titanic_dtypes.json example/output
{
"Survived": "c",
"Pclass": "c",
"Sex": "c",
"Age": "n",
"SibSp": "n",
"Parch": "n",
"Fare": "n",
"Embarked": "c",
"PassengerId": "i",
"Ticket": "i",
"Cabin": "i",
"Name": "i"
}
  • third argument is the output directory

Age Distribution (Histogram with Kernel Density Estimation, Violin Plot)

Heatmap for Sex and Pclass

Pclass vs Survived

Survived vs Age

Age vs Fare

TODO

  • target variable support
  • Clean up part of the code
  • More documentation
  • Tests?
  • Support 3 variables (contour plots/ etc)
  • Fallback for large datasets
  • Figure out the data type or suggest some
  • Map visualization (if geocoordinates)
  • Minimize the number of plots
  • Support for Time Series

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.