Skip to main content
Join the official Python Developers Survey 2018 and win valuable prizes: Start the survey!

A Python library that convert time series to direction Graph to discover the story within data.

Project description

# Graphitty

[![Circle CI](https://circleci.com/gh/sketchytechky/graphitty.svg?style=svg&circle-token=<cirlce-ci-token>)](https://circleci.com/gh/sketchytechky/graphitty)

[![Coverage Status](https://coveralls.io/repos/github/sketchytechky/graphitty/badge.svg?branch=master)](https://coveralls.io/github/sketchytechky/graphitty?branch=master)

A Python library that convert time series to direction Graph to discover the story within data.


![Example graph](apollo.png)


# Installing

To install this package, runs:

pip install git+https://github.com/sketchytechky/graphitty.git

Remember to add the following line to `requirements.txt`

git+https://github.com/sketchytechky/graphitty.git


-----------


# How to use

```
from graphitty.graphitty import Graphitty
import pandas as pd

# Example input data - see test_simple.py for example
df = pd.DataFrame(
[...],
columns=['timestamp','action', 'user_id'])

# Parsing and outputting graph
g = Graphitty(
df,
id_col='user_id',
beahivour_col='action',
ts_col='timestamp')
nx_graph = g.render()

# create the beautiful directional graph
# see https://github.com/chebee7i/nxpd for usage
import nxpd
nxpd.draw(nx_graph, show='ipynb')
```

# Running Tests

Run test with

py.test --pep8

To run test in watch mode

py.test.watch -- --pep8
# same with: ptw -- --pep8


-----------


# Related research


* Information Foraging Theory:Adaptive Interaction with Information - http://www.peterpirolli.com/Professional/About_Me_files/IFT%20Ch%201.pdf


* Jakob Nielson example on how to apply information foraging theory to understand visitor's behaviour
- http://www.useit.com/alertbox/scrolling-attention.html
- https://www.nngroup.com/articles/information-scent/

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Filename, size & hash SHA256 hash help File type Python version Upload date
graphitty-0.0.2.tar.gz (6.1 kB) Copy SHA256 hash SHA256 Source None May 25, 2017

Supported by

Elastic Elastic Search Pingdom Pingdom Monitoring Google Google BigQuery Sentry Sentry Error logging AWS AWS Cloud computing DataDog DataDog Monitoring Fastly Fastly CDN SignalFx SignalFx Supporter DigiCert DigiCert EV certificate StatusPage StatusPage Status page