riivo/pwum - GitHub
may 2011 by donturn
pwum is a set of python scripts for working with web log files and extracting frequent patterns and clustering sessions.
Two main functions:
Finding frequent patters. Extract frequently co-accessed pages in web sessions. Uses traditonal frequent pattern mining algorithm Apriori. For more information on the implementation, please see here
Finding similar sessions based on behaviour,i.e, visited pages by clustering. Available methods are based on building Markov chain like transition matrix out of session and clustering these or representing sessions as simple feature vectors. Clustering currently done by k-means algorithm.
python
logs
analysis
web
analytics
Two main functions:
Finding frequent patters. Extract frequently co-accessed pages in web sessions. Uses traditonal frequent pattern mining algorithm Apriori. For more information on the implementation, please see here
Finding similar sessions based on behaviour,i.e, visited pages by clustering. Available methods are based on building Markov chain like transition matrix out of session and clustering these or representing sessions as simple feature vectors. Clustering currently done by k-means algorithm.
may 2011 by donturn
Orange - Data Mining Fruitful & Fun
february 2011 by donturn
the Orange app w/python & graphical dev interfaces for data mining & visualization looks nice #opensource
datamining
db
machinelearning
opensource
python
dev
viz
analysis
textmining
february 2011 by donturn
google-refine - Project Hosting on Google Code
november 2010 by donturn
Google Refine looks like a great tool for cleaning & transforming messy data for use w/web services
analysis
data
datamining
google
tools
dev
datascience
from twitter
november 2010 by donturn
A taxonomy of web search
february 2008 by donturn
broder, citesme
search
web
analytics
analysis
taxonomy
iseek
february 2008 by donturn
Search A New Kind of Science | Online
august 2007 by donturn
The whole enchilada.
academic
research
science
math
statistics
stats
book
zipf
powerlaw
analysis
august 2007 by donturn
The `Bow' Toolkit
december 2006 by donturn
C code lib for statistical text analysis
academic
analysis
data_mining
opensource
research
software
statistics
kdd
ir
classification
december 2006 by donturn
R for Mac OS X
november 2006 by donturn
Macintosh download page for R, the stat app. From r-project.org.
osx
mac
statistics
stats
analysis
quant
rstats
november 2006 by donturn
web site use analysis tool
january 2006 by donturn
looks interesting with graphical overlays for hosted pages.
access_log
analysis
analytics
web_logs
webtrends
january 2006 by donturn
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