Code Monkey home page Code Monkey logo

correlationbot's Introduction

correlationbot

Correlationbot is the simplest way to find insights in data.

Using Correlationbot

He is one endpoint:

  1. Use HTTP on http://correlationbot.com. GET for instructions, POST for results.

Curl:

$ curl -X POST -H "Content-Type: application/json" -d '{"data": [[1,2,3,4,6,7,8,9],[2,4,6,8,10,12,13,15]]}' http://correlationbot.com
{"correlations": [{"pearson": 0.99535001355530017, "column_2": 2, "column_1": 1, "correlation": 0.99535001355530017}]}

Python:

>>> import json
>>> import requests
>>> headers = {'Content-type': 'application/json', }
>>> resp = requests.post("http://correlationbot.com", headers=headers, data=json.dumps({
    "data": [
        [1, 2, 3],
        [412, 5, 6],
        [45, -125, 6.334],
        # Or any number of equally-sized columns.
    ]
})
>>> print resp.json()
{
    "correlations": [
        {
            "column_1": 1,
            "column_2": 2,
            "correlation": -0.86495821895559954,
            "pearson": -0.86495821895559954,
        },
        {
            "column_1": 1,
            "column_2": 3,
            "correlation": -0.21695628247970969,
            "pearson": -0.21695628247970969,
        },
        {
            "column_1": 2,
            "column_2": 3,
            "correlation": 0.67754874098457696,
            "pearson": 0.67754874098457696,
        }
    ]
]

Deploying Correlationbot

  1. export PORT=9099 (or have permissions to port 80.)
  2. python bot.py

correlationbot's People

Contributors

skoczen avatar

Watchers

 avatar  avatar

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.