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Richard Shanahan edited this page Dec 19, 2015 · 2 revisions

###Welcome to the Vaccination Social Media Data Analytics wiki!

This page contains reference information for the various analyses undertaken as part text analytics research into the vaccination debate within social media. The main repository code repository is available here.

####Definitions for interactive vaccination social media text analytics visualisations.

Attribute Description Visualisation Use
sentiment Natural language processing was used to determine the overall sentiment of the post - was it positive, negative or neutral colouring
subjectivity Natural language processing was used to determine the overall subjectivity of the post - was it subjective or objective colouring
user the user name used to create the post x-axis
hashtag the hashtag used in the posts where applicable x-axis
like_fave the total likes or favorites given to the post y-axis
share_rtwt the total shares or retweets given to the post y-axis
posts the total number of posts by user or hashtag y-axis
twitter the post source filter
facebook the post source filter
other the post source - specifically from blogs filter
Note: sentiment and subjectivity analysis was undertaken using the Python API from Aylien

Aylien

Datasource_URL Stance Popularity Metrics
https://facebook.com/stopavn Pro Likes & Shares
https://facebook.com/vaccinetruth Anti Likes & Shares
https://facebook.com/avn.living.wisdom Anti Likes & Shares
https://facebook.com/RtAVM Pro Likes & Shares
https://facebook.com/thetruthaboutvaccines Anti Likes & Shares
https://facebook.com/vaccinationinformationnetwork Anti Likes & Shares
https://facebook.com/insidevaccines Anti Likes & Shares
https://facebook.com/national.vaccine.information.center Anti Likes & Shares
https://facebook.com/vaccinationdecisions Anti Likes & Shares
https://facebook.com/vaccinationcouncil Anti Likes & Shares
https://facebook.com/groups/VaccinationImmunizationCommonS Anti Likes & Shares
https://facebook.com/groups/VaccineIA Anti Likes & Shares
https://facebook.com/groups/710858595610414 Anti Likes & Shares
https://facebook.com/groups/wrongvaccines Anti Likes & Shares
https://twitter.com/hashtag/antivaccination Anti Favorite & Retweet
https://twitter.com/hashtag/cdcfraud Anti Favorite & Retweet
https://twitter.com/hashtag/vaccineswork Both Favorite & Retweet
https://twitter.com/hashtag/sb277/ Both Favorite & Retweet
http://forums.whirlpool.net.au/archive/2393025 Both None
http://nocompulsoryvaccination.com Anti None
http://momswhovax.blogspot.com.au Pro None
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