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Social media Text analytics - Coggle Diagram
Social media Text analytics
Types
Dynamic text
Tweets
Comments
Static text
Wikipedia
Blogs
Emails
Purpose
Sentiment analysis
Steps
POS tagging
analyse sentiment bearing phrases
Eash phrase will have a score
Scores are combined to determine the sentiment
Intention mining
aims to discover users intention (such as buy, sell, recommend, quit, desire, or wish) from natural language social media text such as user comments, product reviews, tweets, and blog
Trends mining
Predictive analytics
Concept mining
Extract ideas or concepts
Steps
Identification & Searching
Text parsing & filtering
Text transformation
Text mining
Tools
DiscoverText
Tool for cleaning, collecting, & analysing text & data streams
Lexalytics
Semantic analysis tool
Text archivist
Analysing tweets, retweets, etc based on a particular interest (#)
Twitonomy
twitter analytics tool for detailed analysis and visualisation on tweets, replies, & retweets, etc
Netlytic
cloud based tool to discover social network from conversations
LIWC
analysing emotional, cognitive, and structural components
Voyant
With Voyant, a body of text can be read from a file or directly exported -
from a website