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Commits on Jun 5, 2023

• slight refactor to paths in a unit test

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• adjusting data processor to use operating system agnostic method of splitting and evaluating paths to data files, same for a unit test

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Commits on Jun 4, 2023

• slight refactor to python unit tests to sort lists before comparing

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• removed pywin32/ pypiwin32 as dependency

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• updated requirements where dependancy was causing setup issues

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• refactored so data folder tests and main scripts don't have conflicting import formats

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Commits on May 14, 2023

• added unit tests for multi source sentiment analyser and slightly refactored sentiment analyser and multi source sentiment analyser

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• cleaning up comments and small refactoring on data side

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• updated general analyser to enable data directory and save directory being different, updated unit tests to reflect this

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Commits on May 10, 2023

• added initial readme with information on tools used

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Commits on Apr 26, 2023

• added unit tests for main run method of multi source topic modeller, made small adjustments to multi source modeller to control save path for resulting plots

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• added unit tests for saving model from multi source modeller, adjusted that class to be able to pass in save path and create models directory if not already there

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• refactored multi source modeller to take optional model parameters, added skeleton of unit test file for the multi source topic modeller

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Commits on Apr 24, 2023

• added unit tests for remaining core functionality of the topic modeller, saving representative docs for each topic

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• added unit tests for topic modeller for all core functionality except getting examples of each cluster, slight refactoring of topic modeller to make methods more independent or not have to be run i…

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Commits on Apr 23, 2023

• added unit tests for subjectivity part of sentiment analyser, unit tests now cover full basic functionality of that class

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• added unit tests for polarity part of sentiment analyser, adjusted sentiment analyser so can save to specified path and creates required directory if not already exists

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• refactored existing data unit tests to separate assertions into different tests where approprtiate, deleted unused save with csv methods from sentiment analyser class, created unit test file for se…

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Commits on Apr 21, 2023

• added unit tests for general analyser class main run method, updated existing tests for this class to ensure files being checked for were created in that test by clearing temp directory before call…

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Commits on Apr 19, 2023

• added unit test for general analyser creating plotly graph for document numbers over time

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• added unit tests for general analyser class in data python side, testing pie chart creation and saving as well as getting number of docs in each month

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Commits on Apr 18, 2023

• added test file for general analyser with setup and teardown and initial unit test, updated imports to match the package in data ffolder, added error handling in data processor for when files not f…

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• added more unit tests for representative docs class to cover core functionality

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Commits on Apr 17, 2023

• adjusted test teardown method in test representative docs file so remove another temporary directory for test json plots

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• added test file for adding representative docs to plot, added initial unit tests and made bug fixes and adjustments to class based on these

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• added tear down method at the end of data processor tests to delete temporary csv data files used for testing once tests run

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• added unit tests to cover basic functionality of python data processor class within data side of project

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Commits on Apr 16, 2023

• refactored python data side of project for testing, added initial test file with some unit tests for data processor class, updated requirements

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Commits on Apr 3, 2023

• refactored topic modeller to pass in hyperparameters in main constructor

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Commits on Apr 2, 2023

• fixed issues in creating plot with multiple lines to show all sources article numbers on same graph, added resulting graph to web app

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Commits on Mar 31, 2023

• fixed error in logic for plotting articles numbers over time as part of general analysis, added resulting graph to web page, still needs further work to plot by individual source over time

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Commits on Mar 28, 2023

• updated general analyser of document numbers to better control data processor arguments, updated to reflect ability to filter topics, reran ratios by source with the same filters used in topic mode…

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Commits on Mar 23, 2023

• updated graphs for overal polarity subjectivity with amended logic for large datasets, added analysis and resulting graphs to the intro part of web app

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Commits on Mar 19, 2023

• refactored addition of representative examples to cycle through sources and update all cluster plots, updated the plots in the front end app and added some text to explain what the example is on th…

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• added python script to update plotly topic cluster graphs with an example of each topic when hovered over

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