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Useragent_classifier

Installation

pip install useragent_classifier

Basic Usage

Text

useragent_classifier -f /tmp/mylist_of_User_agent.csv

Where mylist_of_User_agent.csv file is in the following format, one user agent by row, with no header

Mozilla/5.0 (Windows NT 6.1; WOW64; Trident/7.0; rv:11.0) like Gecko
Mozilla/5.0 (Windows NT 6.1; WOW64; rv:40.0) Gecko/20100101 Firefox/40.0
Opera/6.11 (Linux 2.4.18-bf2.4 i686; U) [en]

It will produce a two files:

  • a file with cluster number attributed to each User agent
  • a file usefull to explain cluster with the most important word or set of word in this cluster

Graphical analysis of cluster

useragent_classifier -f /tmp/mylist_of_User_agent.csv --graphical-explanation

Launch a graphical analysis of cluster on local host on port 8050

Alt text

More advanced Usage

To display the help

useragent_classifier --help

Project details


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