TechSoup-Global

Repo for the TechSoup Global - NGO Source DataDive Project - March 2015

hackpad: http://bit.ly/SFdatadive_hackpad

NOTE: Please do NOT store data in this repo

TakeAways

Data Exploration and Categorical Trends

Data descriptives and summary_plots were created by ericlwilliams. The following plots are examples of that exploration.

Average transactions per year, US and non-US

Average transactions per year broken down by org type, US and non-US

Businness insight R-exploration by ganesh-krishnan can be found in businessIntel.

Clustering

Categorical binning and cluster analysis by RemiLehe can be found in clustering. The following is an example.

Fraction of purchases by category vs budget

Large orgs buy less accounting and finance tools. (budget is linearly binned from $0 to $1M.)

Recommenders

Recommender A

Supervised learning approach to a recommendation system was explored by jgaw and dav1dfeldman.

Recommender B

Recommender system explored in R by CodyStumpo.

Recommender C

Recommender system explored by semerj.