The graph represents a network of 21,142 Twitter users whose recent tweets contained "Misinformation", 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, 31 July 2020 at 14:37 UTC.
The tweets in the network were tweeted over the 13-hour, 45-minute period from Thursday, 30 July 2020 at 23:32 UTC to Friday, 31 July 2020 at 13:18 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 : 21142
Unique Edges : 25757
Edges With Duplicates : 1733
Total Edges : 27490
Number of Edge Types : 5
Retweet : 13913
Replies to : 3210
Mentions : 4089
Tweet : 1877
MentionsInRetweet : 4401
Self-Loops : 1943
Reciprocated Vertex Pair Ratio : 0.00606825771768347
Reciprocated Edge Ratio : 0.0120633121483221
Connected Components : 2609
Single-Vertex Connected Components : 940
Maximum Vertices in a Connected Component : 12533
Maximum Edges in a Connected Component : 17054
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.229147
Graph Density : 5.526855418478E-05
Modularity : 0.86795
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 21,142 Twitter users whose recent tweets contained "Misinformation", 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, 31 July 2020 at 14:37 UTC.
The tweets in the network were tweeted over the 13-hour, 45-minute period from Thursday, 30 July 2020 at 23:32 UTC to Friday, 31 July 2020 at 13:18 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 : Misinformation
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:
[3045] yale,epidemiologist [2715] epidemiologist,dr [2658] against,hydroxychloroquine [2498] dr,fauci [2476] fauci,running [2330] hydroxychloroquine,news [2107] 'misinformation,campaign' [1983] misinformation,campaign [1885] campaign,against [1674] spreading,misinformation Top Word Pairs in Tweet in G1:
[247] taken,down [245] twitter,jack [241] united,states [241] voting,misinformation [240] false,claim [239] jack,tweet [239] tweet,president [239] president,united [239] states,voting [239] misinformation,makes Top Word Pairs in Tweet in G2:
[1403] yale,epidemiologist [1403] epidemiologist,dr [1402] dr,fauci [1402] fauci,running [1402] against,hydroxychloroquine [1402] hydroxychloroquine,news [1307] misinformation,campaign [1306] running,misinformation [1306] campaign,against [98] 'misinformation,campaign' Top Word Pairs in Tweet in G3:
[97] 'misinformation,campaign' [76] withdraws,ban [76] fauci,accused [74] ohio,withdraws [73] ban,hydroxychloroquine [72] hydroxychloroquine,fauci [69] accused,'misinformation [68] spreading,misinformation [64] covid,19 [58] zero,hedge Top Word Pairs in Tweet in G4:
[617] pretty,soon [617] soon,hydroxychloroquine [617] hydroxychloroquine,another [617] another,1984 [617] 1984,deletion [617] deletion,vocabulary [44] yale,epidemiologist [42] misinformation,campaign [42] campaign,against [39] epidemiologist,dr Top Word Pairs in Tweet in G5:
[595] blatant,misinformation [594] reported,tweet [594] tweet,blatant [594] misinformation,twitter [593] twitter,category [593] category,spreading [593] spreading,false [593] false,voting [593] voting,information [593] information,knew Top Word Pairs in Tweet in G6:
[452] yale,epidemiologist [347] 'misinformation,campaign' [331] covid,19 [292] against,hydroxychloroquine [287] epidemiologist,dr [265] campaign',against [262] running,'misinformation [254] fauci,running [251] dr,fauci [190] misinformation,campaign Top Word Pairs in Tweet in G7:
[439] go,ohio [409] ohio,stand [41] 'misinformation,campaign' [36] yale,epidemiologist [32] epidemiologist,dr [31] against,hydroxychloroquine [31] ohio,withdraws [31] withdraws,ban [31] ban,hydroxychloroquine [31] accused,'misinformation Top Word Pairs in Tweet in G8:
[449] covid,19 [441] media,misinformation [440] physician,atlanta [440] atlanta,hydroxychloroquine [440] hydroxychloroquine,safe [440] safe,effective [440] effective,medicine [440] medicine,treat [440] treat,covid [440] 19,notes Top Word Pairs in Tweet in G9:
[219] uk,'debate' [219] 'debate',around [219] around,treatment [219] treatment,transgender [219] transgender,children [219] children,dominated [219] dominated,hobbyists [219] hobbyists,politically [219] politically,motivated [219] motivated,increasingly Top Word Pairs in Tweet in G10:
[464] #rbw_listentous,#rbw_우리말을들어 [416] spreading,misinformation [392] rbbridge,rbw_mamamoo [364] #rbw_우리말을들어,rbbridge [292] sue,people [281] international,fans [276] better,promotion [276] people,spreading [275] mamamoo,needs [275] needs,better Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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: