The graph represents a network of 17,408 Twitter users whose recent tweets contained "GameStop", 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, 19 April 2021 at 06:16 UTC.
The tweets in the network were tweeted over the 2-day, 14-hour, 10-minute period from Friday, 16 April 2021 at 15:32 UTC to Monday, 19 April 2021 at 05:43 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 : 17408
Unique Edges : 21730
Edges With Duplicates : 5649
Total Edges : 27379
Number of Edge Types : 5
Retweet : 11654
Tweet : 2702
Mentions : 5312
Replies to : 3920
MentionsInRetweet : 3791
Self-Loops : 2807
Reciprocated Vertex Pair Ratio : 0.00966837926202709
Reciprocated Edge Ratio : 0.0191515936531434
Connected Components : 2680
Single-Vertex Connected Components : 1376
Maximum Vertices in a Connected Component : 12416
Maximum Edges in a Connected Component : 22565
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.541811
Graph Density : 7.13382769017873E-05
Modularity : 0.687139
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 17,408 Twitter users whose recent tweets contained "GameStop", 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, 19 April 2021 at 06:16 UTC.
The tweets in the network were tweeted over the 2-day, 14-hour, 10-minute period from Friday, 16 April 2021 at 15:32 UTC to Monday, 19 April 2021 at 05:43 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 : GameStop
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:
[3173] gamestop,dogecoin [3127] bitcoin,gamestop [3125] people,invest [3123] invest,bitcoin [3122] dare,people [3122] bank,nice [3122] nice,enough [3122] enough,give [3122] give,000000000000002 [3122] 000000000000002,return Top Word Pairs in Tweet in G1:
[2922] gamestop,dogecoin [2918] dare,people [2918] people,invest [2918] bank,nice [2918] nice,enough [2918] enough,give [2918] give,000000000000002 [2918] 000000000000002,return [2918] return,savings [2917] invest,bitcoin Top Word Pairs in Tweet in G2:
[398] please,explain [243] gme,article [240] george,sherman [240] sherman,sold [238] hey,olgakharif [238] olgakharif,gme [238] article,assisted [238] assisted,robserved [238] robserved,please [238] explain,george Top Word Pairs in Tweet in G3:
[156] gamestop,theroaringkitty [87] pre,order [87] gamestop,exclusive [79] chance,win [79] win,gamestop [78] #funko,#funkopop [77] follow,originalfunko [77] originalfunko,chance [69] pop,#funko [68] eddie,guerrero Top Word Pairs in Tweet in G4:
[1421] searching,artist [1421] artist,gamestop [1421] gamestop,hired [5] kidfigment,rebeltaxi [4] kidfigment,one [4] one,art [4] art,actually [4] actually,internal [4] internal,contest [4] contest,anyone Top Word Pairs in Tweet in G5:
[83] gamestop,stock [74] roaring,kitty [53] elon,musk [50] best,buy [35] gamestop,options [33] #gme,#gamestop [33] stock,shares [31] more,shares [30] shares,gamestop [29] forgoes,quick Top Word Pairs in Tweet in G6:
[613] invested,1000 [613] 1000,following [613] following,january [613] january,2021 [613] 2021,much [613] much,april [613] april,16 [613] 16,tesla [613] tesla,012 [613] 012,gamestop Top Word Pairs in Tweet in G7:
[769] tesla,gt [767] gt,gamestop [767] gamestop,gt [767] gt,dogecoin [767] dogecoin,gt [42] gamestop,dogecoin [36] dare,people [36] people,invest [36] invest,bitcoin [36] bitcoin,gamestop Top Word Pairs in Tweet in G8:
[246] dogecoin,gamestop [171] #dogecoin,gamestop [65] 2021,much [65] much,april [63] accept,#dogecoin [61] ryancohen,guys [61] guys,gonna [61] gonna,accept [61] gamestop,payments [61] payments,anytime Top Word Pairs in Tweet in G9:
[501] months,ago [501] ago,bought [501] bought,doge [501] doge,008 [501] 008,retired [501] retired,today [501] today,instead [501] instead,bought [501] bought,gamestop [501] gamestop,480 Top Word Pairs in Tweet in G10:
[77] short,interest [57] keith,gill [55] 100,000 [48] time,traveled [48] traveled,year [48] year,2025 [48] 2025,weekend [48] weekend,coffee [48] coffee,costs [48] costs,100 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: