The graph represents a network of 19,444 Twitter users whose recent tweets contained "Moderna", 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, 30 November 2021 at 18:29 UTC.
The tweets in the network were tweeted over the 2-hour, 48-minute period from Tuesday, 30 November 2021 at 14:27 UTC to Tuesday, 30 November 2021 at 17:15 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 : 19444
Unique Edges : 21901
Edges With Duplicates : 1965
Total Edges : 23866
Number of Edge Types : 5
Retweet : 13840
Mentions : 2268
MentionsInRetweet : 2726
Replies to : 1989
Tweet : 3043
Self-Loops : 3125
Reciprocated Vertex Pair Ratio : 0.00474412031896639
Reciprocated Edge Ratio : 0.00944343982318666
Connected Components : 3202
Single-Vertex Connected Components : 1623
Maximum Vertices in a Connected Component : 12394
Maximum Edges in a Connected Component : 16623
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.55892
Graph Density : 5.2659744000003E-05
Modularity : 0.811605
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 19,444 Twitter users whose recent tweets contained "Moderna", 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, 30 November 2021 at 18:29 UTC.
The tweets in the network were tweeted over the 2-hour, 48-minute period from Tuesday, 30 November 2021 at 14:27 UTC to Tuesday, 30 November 2021 at 17:15 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 : Moderna
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5215] pfizer,biontech [5180] ตว,คซ [5168] ไม,ใช [5166] คซ,นส [5162] ล,าส [5162] บ,ผ [5160] าส,ดคร [5160] ดคร,บท [5160] บท,ง [5160] ง,pfizer Top Word Pairs in Tweet in G1:
[5135] ล,าส [5133] าส,ดคร [5133] ดคร,บท [5133] บท,ง [5133] ง,pfizer [5133] pfizer,biontech [5133] biontech,ในเยอรม [5133] ในเยอรม,นและ [5133] นและ,moderna [5133] moderna,เร Top Word Pairs in Tweet in G2:
[255] moderna,ceo [160] against,omicron [160] covid,19 [130] effective,against [109] omicron,variant [96] less,effective [80] existing,vaccines [75] #ขายส,ทธ [72] pfizer,moderna [67] vaccines,struggle Top Word Pairs in Tweet in G3:
[3729] covid,19 [933] zero,products [933] without,covid [926] moderna,pfizer [926] pfizer,covid [926] 19,companies [926] companies,need [926] need,covid [926] 19,remain [926] remain,profitable Top Word Pairs in Tweet in G4:
[924] texas,man [923] lung,transplant [917] second,moderna [916] moderna,vaccine [915] 49,year [915] year,old [915] man,recovered [915] recovered,covid [915] covid,required [915] required,fully Top Word Pairs in Tweet in G5:
[340] dose,moderna [337] verity_france,assocovid [336] creutzfeldt,jakob [336] reçu,ce [336] ce,matin [336] matin,nouveau [336] nouveau,témoignage [336] témoignage,homme [336] homme,59 [336] 59,ans Top Word Pairs in Tweet in G6:
[128] months,initial [124] moderna,ceo [93] pfizer,moderna [67] vaccine,booster [67] booster,doses [65] 18,older [65] booster,shot [64] moderna_tx,ceo [64] #covid19,vaccine [64] everyone,ages Top Word Pairs in Tweet in G7:
[131] moderna,ceo [119] stephane,bancel [117] omicron,variant [114] struggle,against [112] months,develop [111] take,months [107] jabs,struggle [107] variant,take [107] develop,shot [107] shot,works Top Word Pairs in Tweet in G8:
[192] moderna,ceo [186] effective,against [172] against,omicron [113] covid,19 [109] omicron,variant [104] less,effective [68] 19,vaccines [67] unlikely,effective [64] vaccines,unlikely [63] vaccines,less Top Word Pairs in Tweet in G9:
[241] covid,19 [196] omicron,variant [194] moderna's,ceo [194] 19,vaccines [194] against,omicron [193] ceo,doubtful [193] doubtful,current [193] current,crop [193] crop,covid [193] vaccines,effective Top Word Pairs in Tweet in G10:
[331] moderna,ceo [268] ceo,oh [268] oh,those [268] those,old [268] old,vaccines [268] vaccines,government [268] government,already [268] already,ordered [268] ordered,payed [268] payed,affective Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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 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: