mining and analyzing social media bollywood w pajek - hicss47 tutorial - dave king

26
: Step 1A: Opening Bollywood.net 2-mode network of movies and actors

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Example program run for HICSS 47 Tutorial on Mining and Analyzing Social Media

TRANSCRIPT

Page 1: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 1A: Opening Bollywood.net

2-mode network of movies and actors

Page 2: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 1B: Requesting General Info Report for Network

Page 3: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

:

Step 1C: General Info Report for Network

Page 4: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 2A: Draw the Network with default Layout

Page 5: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 2B: Network with default Layout

Page 6: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 2C: Select new Layout

Page 7: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 2D: Bipartite Network with F-R Layout

Page 8: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

Step 3A: Accessing Partitions(single column with 627 1s and 1016 2s)

Page 9: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 3B: Creating a partition

to distinguish movies from actors

Page 10: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 3C: Partition created.

Enables us to distinguish movie and actor vertices.

Page 11: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 3D: Drawing Partition.

Will distinguish vertices with default colors.

Page 12: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 3D: Bipartite network.

Actors are purple and Movies are yellow.

Page 13: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

:

Step 4A: Transforming Bipartite Network into two 1-Mode networks

(once for Rows and once for Columns)

Page 14: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

Step 4B:Report confirming transformation.

Again, report generated for each transformation.

Page 15: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

Step 4C: Actor (Column) Network selected.

Page 16: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

Step 4D: Draw Actor Network

Page 17: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

Step 4E: Actor Network with default colors

Page 18: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 5A: Create a Partition to distinguish “popular” Actors

(vector of 0s and 1s with 1s for popular)

Page 19: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

Step 5B: Drawing with most Popular Actors in Pink

Page 20: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

Step 5C: Displaying connections for particular vertex

Page 21: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 6A: Calculating Distances from

All Vertices for every Node

Page 22: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

Step 6B: Calculated Distribution of Distances

stored in Vector

Page 23: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 6C: Calculating Degree for every Node

Page 24: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 6D: Drawing combination of

Most Popular (color) and Degree (Size)

Page 25: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

: Step 6D: Drawing combination of

Most Popular (color) and Degree (Size)

Average Distance is 3.44

Page 26: Mining and analyzing social media   bollywood w pajek - hicss47 tutorial - dave king

Step 6D: Center of Bollywood

470 MoviesBend it like Beckham

Mistress of SpicesSilver Linings Playbook