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Package for statistically significant language change.

Project description

https://badge.fury.io/py/langchangetrack.png https://travis-ci.org/viveksck/langchangetrack.png?branch=master https://pypip.in/d/langchangetrack/badge.png

Package for statistically significant language change.

Features

  • This package provides tools to detect linguistic change in a temporal corpora.
  • We do this by capturing linguistic change through different methods.

Usage

cd examples/distributional/ ./ngrams_pipeline.sh ../data/temporal_corpus/ ./working/ ./output/ 1900 2000 5 locallinear 100 1000 “ngrams” ../data/temporal_corpus/common_vocab.txt 10

cd examples/pos ./pos_pipeline.sh ../data/temporal_corpus/ ./working/ ./output/ 1900 1930 5 ../data/temporal_corpus/common_vocab.txt 10

cd examples/freq ./freq_pipeline.sh ../data/temporal_corpus/ ./working/ ./output/ 1900 2000 5 ../data/temporal_corpus/common_vocab.txt 10

Requirements

  • wheel==0.23.0
  • argparse>=1.2.1
  • numpy>=0.9.1
  • scipy>=0.15.1
  • more_itertools>=2.2
  • joblib>=0.8.3-r1
  • gensim==0.10.3
  • statsmodels>=0.5.0
  • changepoint>=0.1.0
  • nltk>=3.0.0
  • textblob>=0.9.0
  • textblob-aptagger>=0.2.0

Installation

  1. cd langchangetrack
  2. pip install -r requirements.txt
  3. python setup.py install

History

0.1.0 (2015-02-20)

  • First release on PyPI.

Project details


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