Creating a Gephi plugin #5 - ranking words found in nodes's textual attributes
Channel: Clement Levallois
Date: 2023-01-11

0:00:00 - prologue
0:03:09 - general intro on Gephi and the function of the plugin we are creating
0:06:30 - current progress on the plugin and plans for today: ranking top words!
0:11:18 - opening the file in NetBeans where we coded last time, reminding what we did
0:15:50 - coding! Counting most frequent words with a multiset
0:21:30 - problem, our Multiset wants the TextFragments in it to be Comparable (they are not). Making the TextFragments comparable.
0:32:20 - fixed!
0:34:50 - sorting the words in the Multiset from most to least frequent
0:38:38 - weird result, each term appears just once in the Mulitset? Fixing that.
0:41:01 - it works! But we have plenty of stopwords. Removing them.
0:48:10 - realizing that the text is mixed English and Spanish, we need to remove Spanish stopwords too.
0:52:10 - done! Quick recap and next steps