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unigram's Introduction

unigram

Extract additional high level information from a dataset that contains the frequencies of words from various written sources. The dataset for this project contains data from the year 1800 to the year 2008. It is a subset of approximately 3 terabytes of data that was originally compiled by Google.

The goal of this project is to obtain some new information from the available unigram dataset.

Python Modules:

  • letterFreq.py: the relative letter frequencies of letters in the English language,
  • wordFreq.py: the aggregate word counts and the distribution of word frequencies, and
  • wordLength.py: the length of the average written word over the periods of time for which data are available.

Dataset:

Data format for .csv unigram files. Each line has entries that are comma separated.

  • The first entry in each row is the word.
  • The second entry is the year.
  • The third entry is the the number of times that the word appeared in any book that year.

unigram's People

Contributors

akshitvjain avatar

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