|
Variable name
|
Description
|
Feature type
|
|
Page Popularity/likes
|
Defines the popularity or support for the source
|
Page feature
|
|
Page Checkins
|
Describes how many individuals so far visited this place. This feature is only associated with the places eg:some institution, place, theater etc.
|
Page feature
|
|
Page talking about
|
Defines the daily interest of individuals towards source. The people who actually come back to the page, after liking the page. This include activities such as comments, likes to a post, shares, etc by visitors to the page.
|
Page feature
|
|
Page Category
|
Defines the category of the source eg: place, institution, brand etc
|
Page feature
|
|
Feature 5 – Feature 29
|
These features are aggregated by page, by calculating min, max, average, median and standard deviation of essential features.
|
Derived features
|
|
CC1
|
The total number of comments before selected base date/time
|
Essential feature
|
|
CC2
|
The number of comments in last 24 hours, relative to base date/time.
|
Essential feature
|
|
CC3
|
The number of comments in last 48 to last 24 hours relative to base date/time.
|
Essential feature
|
|
CC4
|
The number of comments in the first 24 hours after the publication of post but before base date/time
|
Essential feature
|
|
CC5
|
The difference between CC2 and CC3
|
Essential feature
|
|
Base time
|
Selected time in order to simulate the scenario
|
Other feature
|
|
Post length
|
Character count in the post
|
Other feature
|
|
Post Share Count
|
This features counts the no of shares of the post, that how many peoples had shared this post on to their timeline.
|
Other feature
|
|
Post Promotion Status
|
To reach more people with posts in News Feed, individual promote their post and this features tells that whether the post is promoted(1) or not(0).
|
Other feature
|
|
H Local
|
This describes the H hrs., for which we have the target variable/ comments received.
|
Other feature
|
|
Post published weekday
|
This represents the day (Sunday...Saturday) on which the post was published.
|
Day of the week (Categorical)
|
|
Base Date Time weekday
|
This represents the day(Sunday...Saturday) on selected base Date/Time.
|
Day of the week (Categorical)
|
|
Comments
|
The no of comments in next H hrs.(H represents H Local).
|
Target Variable
|
vrm
DataDictionary.docx
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