Mining and analyzing social media bollywood w pajek - hicss47 tutorial - dave king
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Transcript of Mining and analyzing social media bollywood w pajek - hicss47 tutorial - dave king
![Page 1: Mining and analyzing social media bollywood w pajek - hicss47 tutorial - dave king](https://reader035.fdocuments.us/reader035/viewer/2022062513/5551346bb4c905325d8b518d/html5/thumbnails/1.jpg)
: Step 1A: Opening Bollywood.net
2-mode network of movies and actors
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: Step 1B: Requesting General Info Report for Network
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:
Step 1C: General Info Report for Network
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: Step 2A: Draw the Network with default Layout
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: Step 2B: Network with default Layout
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: Step 2C: Select new Layout
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: Step 2D: Bipartite Network with F-R Layout
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Step 3A: Accessing Partitions(single column with 627 1s and 1016 2s)
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: Step 3B: Creating a partition
to distinguish movies from actors
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: Step 3C: Partition created.
Enables us to distinguish movie and actor vertices.
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: Step 3D: Drawing Partition.
Will distinguish vertices with default colors.
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: Step 3D: Bipartite network.
Actors are purple and Movies are yellow.
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Step 4A: Transforming Bipartite Network into two 1-Mode networks
(once for Rows and once for Columns)
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Step 4B:Report confirming transformation.
Again, report generated for each transformation.
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Step 4C: Actor (Column) Network selected.
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Step 4D: Draw Actor Network
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Step 4E: Actor Network with default colors
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: Step 5A: Create a Partition to distinguish “popular” Actors
(vector of 0s and 1s with 1s for popular)
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Step 5B: Drawing with most Popular Actors in Pink
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Step 5C: Displaying connections for particular vertex
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: Step 6A: Calculating Distances from
All Vertices for every Node
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Step 6B: Calculated Distribution of Distances
stored in Vector
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: Step 6C: Calculating Degree for every Node
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: Step 6D: Drawing combination of
Most Popular (color) and Degree (Size)
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: Step 6D: Drawing combination of
Most Popular (color) and Degree (Size)
Average Distance is 3.44
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Step 6D: Center of Bollywood
470 MoviesBend it like Beckham
Mistress of SpicesSilver Linings Playbook