The graph represents a network of 18 Twitter users whose recent tweets contained "#MakingPositiveChange", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 19 September 2019 at 18:41 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 27-minute period from Wednesday, 11 September 2019 at 18:01 UTC to Thursday, 19 September 2019 at 18:28 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 18
Unique Edges : 29
Edges With Duplicates : 31
Total Edges : 60
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.142857142857143
Reciprocated Edge Ratio : 0.25
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 13
Maximum Edges in a Connected Component : 53
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.595506
Graph Density : 0.104575163398693
Modularity : 0.258611
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[18] raj,chetty [14] #mpcluncheon,#makingpositivechange [7] american,dream [7] more,parents [6] parents,#makingpositivechange [6] harvard,professor [5] #makingpositivechange,#mpcluncheon [5] chetty,metroplanners [5] metroplanners,annual [5] annual,#mpcluncheon Top Word Pairs in Tweet in G1:
[9] raj,chetty [7] #mpcluncheon,#makingpositivechange [4] chetty,metroplanners [4] metroplanners,annual [4] annual,#mpcluncheon [4] #mpcluncheon,american [4] american,dream [4] dream,upward [4] upward,mobility [4] mobility,dramatically Top Word Pairs in Tweet in G2:
[8] raj,chetty [7] #mpcluncheon,#makingpositivechange [3] harvard,professor [3] economic,mobility [2] american,dream [2] join,mpc's [2] mpc's,2019 [2] 2019,annual [2] annual,luncheon [2] luncheon,part Top Word Pairs in Tweet in G3:
[2] semi,hopeful [2] hopeful,family [2] family,moves [2] moves,different [2] different,neighborhood [2] neighborhood,greater [2] greater,opportunity [2] opportunity,small [2] small,child [2] child,increases Top Word Pairs in Tweet in G4:
[2] #wichitaearthcrew,#cleanupourcity [2] #cleanupourcity,#makingpositivechange [2] check,out Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5: