The graph represents a network of 17,950 Twitter users whose recent tweets contained "Warren", 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 Friday, 14 February 2020 at 18:13 UTC.
The tweets in the network were tweeted over the 2-hour, 18-minute period from Friday, 14 February 2020 at 14:48 UTC to Friday, 14 February 2020 at 17:07 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 : 17950
Unique Edges : 22995
Edges With Duplicates : 3984
Total Edges : 26979
Number of Edge Types : 5
MentionsInRetweet : 4550
Retweet : 11082
Tweet : 2305
Replies to : 3715
Mentions : 5327
Self-Loops : 2351
Reciprocated Vertex Pair Ratio : 0.00787577750928536
Reciprocated Edge Ratio : 0.0156284686764641
Connected Components : 1895
Single-Vertex Connected Components : 889
Maximum Vertices in a Connected Component : 13618
Maximum Edges in a Connected Component : 22256
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.559095
Graph Density : 6.99071386259831E-05
Modularity : 0.75288
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 17,950 Twitter users whose recent tweets contained "Warren", 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 Friday, 14 February 2020 at 18:13 UTC.
The tweets in the network were tweeted over the 2-hour, 18-minute period from Friday, 14 February 2020 at 14:48 UTC to Friday, 14 February 2020 at 17:07 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 : Warren
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:
[5338] elizabeth,warren [1280] bernie,sanders [1186] voting,elizabeth [1175] warren,until [1162] wasn,voting [857] bloomberg,10 [841] best,president [812] sanders,supporter [811] warren,amazing [809] warren,15 Top Word Pairs in Tweet in G1:
[808] elizabeth,warren [131] best,chance [129] warren's,messages [129] messages,experiences [129] experiences,insights [129] insights,yes [129] yes,plans [129] plans,suggest [129] suggest,best [129] chance,using Top Word Pairs in Tweet in G2:
[1162] elizabeth,warren [1152] wasn,voting [1152] voting,elizabeth [1152] warren,until [9] day,elizabeth [9] warren,campaign [9] campaign,ended [3] sanders,24 [3] biden,22 [3] warren,15 Top Word Pairs in Tweet in G3:
[606] bloomberg,10 [589] warren,15 [587] biden,22 [578] sanders,24 [431] bernie,sanders [423] 10,klobuchar [383] 10,buttigieg [382] 22,warren [375] warren,13 [371] 15,bloomberg Top Word Pairs in Tweet in G4:
[447] democrat,party [442] mess,democrat [442] party,right [442] right,hell [442] hell,thought [442] thought,down [442] down,bernie [442] bernie,little [442] little,petey [442] petey,amy Top Word Pairs in Tweet in G5:
[193] elizabeth,warren [52] warren,buffet [40] day,warren [38] valentines,day [35] warren,buffett [35] buffet,explains [32] warren,campaign [30] explains,see's [30] see's,candy [30] candy,'dream Top Word Pairs in Tweet in G6:
[721] sanders,supporter [721] best,president [720] supporter,warren [720] warren,amazing [720] amazing,best [720] president,ve [720] ve,needs [720] needs,become [720] become,socially [720] socially,unacceptable Top Word Pairs in Tweet in G7:
[113] elizabeth,warren [96] trump,47 [75] texas,tribune [74] proudresister,berniesanders [65] buttigieg,klobuchar [61] bloomberg,10 [60] bernie,sanders [54] 22,warren [51] warren,supporters [48] trump,46 Top Word Pairs in Tweet in G8:
[241] warren,10 [241] 10,bloomberg [239] 24,bernie [239] bloomberg,pete [212] texas,tribune [174] 22,biden [174] 15,warren [172] 12,22 [172] biden,15 [171] bernie,skyrockets Top Word Pairs in Tweet in G9:
[239] elizabeth,warren [81] bernie,sanders [80] democratic,party [78] joe,biden [78] warren,still [77] realdonaldtrump,nice [77] nice,try [77] try,attempting [77] attempting,sow [77] sow,more Top Word Pairs in Tweet in G10:
[320] elizabeth,warren [299] bernie,sanders [291] warren,vote [284] vote,bernie [281] sanders,policy [281] policy,actually [281] actually,enacted [13] gothamgirlblue,elizabeth [11] liz,warren [11] sanders,supporter 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: