Twitter Multi Variate Analysis

Information about Data

Twitter feeds for 3 different streams, Ethereum, Bitcoin, Facebook for March and April 2018

Research Question

Does, otherwise uncorrelated twitter channels, tend to discuss on similar topics as a result of world level event?

Methods

Correspondence Analysis

• Contingency table: Count of words (Top 10) / Log of Count of Words (Top 50)
  • Week 9 – 18
  • Week 9, 16, 18
  • Week 13, 14, 17
  • Week 10, 11, 12, 15

Dataset

Heatmap

Top 10

Top 50

Correspondence Analysis

Scree Plot

For Count of words

For log of count of words

Plotting word occurances vs week - Top 10

Plotting word occurances vs weeks - Top 10

Plotting word occurances vs week - Top 50

Plotting word occurances vs weeks - Top 50

Mapping word occurances vs week (Only means of each dataset)

For Count of words (Top 10)

For log of count of words

Dividing weeks into groups

For Count of words (Top 10)

Week 9, 16, 18

Week 10, 11, 12, 15

Week 13, 14, 17

For log of count of words (Top 50)

Week 9, 16, 18

Week 10, 11, 12 ,15

Week 13, 14, 17