coordination-network-toolkit - Bugfix: use UTF8 file encoding everywhere

For better compatibility with Windows.

- Python
Published by SamHames over 3 years ago

coordination-network-toolkit - Bugfix: not able to preprocess lists of URLs

Fixes a small bug in the preprocessing data, preventing passing the expected list of URLs for insertion.

- Python
Published by SamHames almost 4 years ago

coordination-network-toolkit - Experimental like/retweet support

Adds a new preprocess type twitter_v2_likes_retweets for handling likes and retweets from the V2 Twitter API. This will allow coordinated liking to be examined using the co-retweet network type. Currently this support is very experimental and should be used with care.

An example of creating a like network from the output of the likes for a specific person:

computenetworks likes.db preprocess --format twitterv2likesretweets likes1.json likes2.json

The only useful command for this is the "coretweet" function, which is overloaded to match on accounts liking the same tweet. The time-window parameter is related to the logical ordering of likes (for liking-users and retweeted-by), or not used at all (for liked-tweets), as there is no precise timestamp associated with when the like happened. The logical ordering of the time window means that behaviours are considered coordinated if they are within timewindow likes of each other in the stream.

computenetworks likes.db compute coretweet --timewindow 60 --outputfile likeswithin60.graphml --output_format graphml

- Python
Published by SamHames about 4 years ago

coordination-network-toolkit - Support Python 3.6 again

Fixes a bug that prevented the toolkit working on Python 3.6.

- Python
Published by SamHames over 4 years ago

coordination-network-toolkit - Bugfix: actually output directed graphs.

- Python
Published by SamHames over 4 years ago

coordination-network-toolkit - Release bugfix for co link on resolved URLs

- Python
Published by SamHames over 4 years ago

coordination-network-toolkit - Asymmetric Calculation of Coordination Strength

Coordination strengths are now calculated in a direct manor, by counting the number of unique messages from a user A that satisfy the coordination criteria with messages from user B. By consider the directionality and counting messages, this means that it is possible to identify where significant differences in user posting volume might lead to distortions in calculated quantification scores.

- Python
Published by SamHames over 4 years ago

coordination-network-toolkit - Parallel computation of networks

- Python
Published by SamHames over 4 years ago

coordination-network-toolkit - Ignore mentions for text similarity and co-tweet evaluation

Changes the default text processing to remove @mentions from text before calculating co-similarity and co-tweet networks.

- Python
Published by SamHames over 4 years ago

coordination-network-toolkit - Add support for directly ingesting Twitter V2 API format JSON data

- Python
Published by SamHames over 4 years ago

coordination-network-toolkit - Minor dependency update

Includes a security patch to urllib3 among other dependency updates.

- Python
Published by betsybookwyrm over 4 years ago

coordination-network-toolkit - Version 1.0.1

Quick patch to update README file with externally hosted image on network visualisation. This solves the issue where the PyPi package doesn't display this image in the README.

- Python
Published by timothyjgraham about 5 years ago

coordination-network-toolkit - Version 1.0

Finished first iteration of docs.

Welcome to the Coordination Network Toolkit! We hope that you find it beneficial!

- Python
Published by timothyjgraham about 5 years ago

coordination-network-toolkit - Version 0.1

Testing, packaging, and releasing should now be automated!

- Python
Published by betsybookwyrm over 5 years ago

coordination-network-toolkit - Initial release

The Coordination Network Toolkit is here! The basics are all together, hopefully it works as both a CLI and a library, and it's available for install via PyPI.

- Python
Published by betsybookwyrm over 5 years ago