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TExplore is an interactive tool for rapid and reproducible identification of informative trends over time in unstructured text datasets. The tool summarizes the prominence over time of text elements (e.g., words, ngrams, keyword phrases) in datasets or inputs across groups — such as predictive model output categories (e.g., predictions, confidence bin labels etc.), or other categorical annotations in a dataset (e.g., topics, locations etc.). Using TExplore, users can probe the different axes of interest over time to see how behavioral patterns persist or differ across different combinations quickly and easily.

1. Install widget using:

   pip install texplore-0.1.0a1-py2.py3-none-any.whl

2. Verify install by running:

   python verifyInstall.py

   This should print out "TExplore successfully installed"

3. Install the packages needed for the TExplore Example Usage.ipynb notebook:

   pip install pandas pip install nltk pip install scikit-learn

Example usage is outlined in TExplore Example Usage.ipynb

Notice: This computer software was prepared by Battelle Memorial Institute, hereinafter the Contractor, under Contract No. DE-AC05-76RL01830 with the Department of Energy (DOE). All rights in the computer software are reserved by DOE on behalf of the United States Government and the Contractor as provided in the Contract. You are authorized to use this computer software for Governmental purposes but it is not to be released or distributed to the public. NEITHER THE GOVERNMENT NOR THE CONTRACTOR MAKES ANY WARRANTY, EXPRESS OR IMPLIED, OR ASSUMES ANY LIABILITY FOR THE USE OF THIS SOFTWARE. This notice including this sentence must appear on any copies of this computer software.