The graph represents a network of 11,457 Twitter users whose recent tweets contained "Sanders Student Loan", 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 Monday, 24 June 2019 at 15:28 UTC.
The tweets in the network were tweeted over the 9-day, 15-hour, 43-minute period from Friday, 14 June 2019 at 21:30 UTC to Monday, 24 June 2019 at 13:13 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
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 : 11457
Unique Edges : 18534
Edges With Duplicates : 1203
Total Edges : 19737
Self-Loops : 1387
Reciprocated Vertex Pair Ratio : 0.000507642845056123
Reciprocated Edge Ratio : 0.00101477054910362
Connected Components : 1199
Single-Vertex Connected Components : 1072
Maximum Vertices in a Connected Component : 10032
Maximum Edges in a Connected Component : 18280
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.613317
Graph Density : 0.000135145233354935
Modularity : 0.584282
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[6550] student,loan [6231] loan,debt [6182] 1,6 [6154] 6,trillion [4230] propose,canceling [4100] entire,1 [4081] canceling,entire [4057] u,s [4030] s,student [4018] trillion,u Top Word Pairs in Tweet in G1:
[3182] student,loan [3173] loan,debt [3157] 1,6 [3157] 6,trillion [3144] new,berniesanders [3135] propose,canceling [3135] canceling,entire [3135] entire,1 [3131] trillion,u [3131] u,s Top Word Pairs in Tweet in G2:
[2081] truly,revolutionary [2081] revolutionary,proposal [2077] proposal,americans [2077] americans,college [2077] college,education [2077] education,job [2077] job,training [2077] training,need [2076] sensanders,truly [2076] need,havi Top Word Pairs in Tweet in G3:
[814] 1,6 [814] 6,trillion [672] student,loan [509] loan,debt [476] bernie,sanders [337] new,berniesanders [324] propose,canceling [324] college,proposal [304] u,s [295] berniesanders,ilhanmn Top Word Pairs in Tweet in G4:
[713] student,loan [692] loan,debt [623] 6,trillion [622] 1,6 [474] bernie,sanders [335] sanders,propose [327] propose,canceling [326] trillion,student [315] plan,cancel [310] entire,1 Top Word Pairs in Tweet in G5:
[1010] student,loan [955] loan,debt [911] bernie,sanders [662] completely,eliminate [662] eliminate,student [662] debt,american [660] sanders,submitting [660] submitting,legislation [660] legislation,completely [660] cnn,bernie Top Word Pairs in Tweet in G6:
[809] 1,6 [809] 6,trillion [758] bernie,sanders [754] trillion,student [754] student,debt [752] sanders,propose [750] sen,bernie [750] propose,monday [750] monday,eliminating [750] eliminating,1 Top Word Pairs in Tweet in G7:
[202] needs,made [202] made,retroactive [202] retroactive,20s [202] 20s,30s [202] 30s,pay [202] pay,back [202] back,loan [202] loan,took [202] took,10 [202] 10,years Top Word Pairs in Tweet in G8:
[399] bernie,sanders [380] sen,bernie [369] sanders,set [367] set,stake [367] stake,out [367] out,uncharted [367] uncharted,territory [367] territory,democratic [367] democratic,presidential [367] presidential,primary Top Word Pairs in Tweet in G9:
[109] student,debt [108] between,mom [108] mom,going [108] going,back [108] back,school [108] school,brother's [108] brother's,undergrad [108] undergrad,undergrad [108] undergrad,family [108] family,250k Top Word Pairs in Tweet in G10:
[131] student,loan [131] loan,debt [125] bernie,sanders [121] boys,spending [121] spending,money [121] money,bernie [121] sanders,cancels [121] cancels,student [120] julian_epp,boys [8] jstein_wapo,new Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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