PAWS/Library

Cross-noteboook imports

• User:EpochFail/import_example.ipynb imports the example_utility() function from User:EpochFail/exampleutil.ipynb
• User:YuviPanda/NamespaceEdits.ipynb imports the sql() function from User:YuviPanda/replicahelper.ipynb

LabsDB access

• User:YuviPanda/replicahelper implements an sql() method for querying the replicas
• User:YuviPanda/examples/revisions-sql demonstrates a simple query to the revision table

Library usage

pywikibot

Running a bot script

Processing XML dumps

API querying

mediawiki-utilities

Processing XML dumps

• link_count_changes.ipynb demonstrates how to use mwxml to extract interesting edits from historical XML dumps

MediaWiki API

• talk_queries.ipynb demonstrates how to use mwapi to query for page history

Detecting reverts

Calculating content persistence

revscoring

• feature_engineering.ipynb demonstrates how to extract features and engineer new features
• reverted_detection_demo.ipynb trains a vandalism detector from scratch and demonstrates use