The graph represents a network of 15,413 Twitter users whose recent tweets contained "#DemDebate", 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 Tuesday, 17 March 2020 at 08:06 UTC.
The tweets in the network were tweeted over the 6-hour, 13-minute period from Monday, 16 March 2020 at 20:24 UTC to Tuesday, 17 March 2020 at 02:37 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 : 15413
Unique Edges : 20018
Edges With Duplicates : 2941
Total Edges : 22959
Number of Edge Types : 5
Retweet : 13939
MentionsInRetweet : 6209
Tweet : 1362
Replies to : 415
Mentions : 1034
Self-Loops : 1413
Reciprocated Vertex Pair Ratio : 0.000348258706467662
Reciprocated Edge Ratio : 0.000696274929129159
Connected Components : 540
Single-Vertex Connected Components : 183
Maximum Vertices in a Connected Component : 14190
Maximum Edges in a Connected Component : 21499
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.327656
Graph Density : 8.46449590409665E-05
Modularity : 0.721229
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 15,413 Twitter users whose recent tweets contained "#DemDebate", 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 Tuesday, 17 March 2020 at 08:06 UTC.
The tweets in the network were tweeted over the 6-hour, 13-minute period from Monday, 16 March 2020 at 20:24 UTC to Tuesday, 17 March 2020 at 02:37 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #DemDebate
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3860] joe,biden [3087] voted,against [2910] biden,voted [2123] social,security [1918] voted,voted [1604] bernie,sanders [1439] super,pacs [1375] give,break [1348] cut,social [991] war,iraq Top Word Pairs in Tweet in G1:
[2669] voted,against [2631] biden,voted [1750] voted,voted [878] war,iraq [878] takes,courage [875] against,defense [875] defense,marriage [875] marriage,act [875] act,biden [875] against,war Top Word Pairs in Tweet in G2:
[1177] joe,biden [401] happened,africa [348] swine,flu [345] biden,bernie [330] president,trump [325] president,realdonaldtrump [321] democrat,party [300] party,chooses [300] chooses,illegals [300] illegals,over Top Word Pairs in Tweet in G3:
[352] running,mate [324] mate,woman [315] woman,#demdebate [111] joe,biden [97] voted,against [82] vice,president [79] social,security [73] #demdebate,#demdebate2020 [71] bernie,sanders [70] health,care Top Word Pairs in Tweet in G4:
[425] sink,understand [425] understand,sanders [425] sanders,campaign [425] campaign,seen [425] seen,nothing [425] nothing,trespassers [425] trespassers,party [425] party,property [425] property,absolutely [425] absolutely,wait Top Word Pairs in Tweet in G5:
[139] debate,coverage [133] jaketapper,cnn [124] cnn,support [124] support,legislation [124] legislation,implement [124] implement,#emergencyubi [124] #emergencyubi,american [124] american,receive [124] receive,direct [124] direct,assistance Top Word Pairs in Tweet in G6:
[882] #berniewon,#demdebate [882] #demdebate,pass [24] voted,against [24] biden,voted [16] voted,voted [10] biden's,promise [10] promise,undo [10] undo,shit [10] shit,bernie [10] bernie,always Top Word Pairs in Tweet in G7:
[1106] super,pacs [1106] give,break [553] pacs,bernie [553] bernie,super [553] joe,list [553] go,ahead [553] ahead,list [552] joe,rid [552] rid,nine [552] nine,super Top Word Pairs in Tweet in G8:
[590] joe,biden [545] cut,social [545] social,security [543] hear,yourselves [543] yourselves,joe [543] biden,tried [543] tried,cut [543] security,multiple [543] multiple,times [543] times,proud Top Word Pairs in Tweet in G9:
[233] women,girls [232] hillary,clinton [232] clinton,woman [232] woman,madeleine [232] madeleine,albright [232] albright,woman [232] woman,condoleeza [232] condoleeza,rice [232] rice,woman [232] woman,three Top Word Pairs in Tweet in G10:
[248] joe,biden [163] super,pacs [132] social,security [83] pacs,bernie [83] give,break [80] bernie,super [80] go,ahead [80] ahead,list [79] biden,rid [79] rid,super Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: