PeiwenChen / ottawa.ca_dataset_processing

data processing and visualization with Python

ottawa.ca_dataset_processing

data processing and visualization with Python

Ottawa.ca provides open dataset for each month. http://data.ottawa.ca/dataset/ottawa-ca-web-visitation-monthly

This repo created to play with the dataset.

1. MapReduce.py provides processing all month datasets

2. ottawa_across.py uses MapReduce to create list with (url, [data list for all months]) and plot for employment url data. The graph is @: https://plot.ly/~Peiwen/3

3. ottawa.py creates dict for each month dataset and plot. dict = {filename: {url: values}} dictall.out is the dict created for all datasets.

a. top 10 Pageviews for each month

The example graph is @: https://plot.ly/~Peiwen/72

b. bounce rate and exit rate for top 10 Pageviews URL in Aug2013.

The graph is @: https://plot.ly/~Peiwen/7

NOTE:

1. xlrd used for python processing xls file
2. plotly used for visualization.