The graph represents a network of 17,147 Twitter users whose recent tweets contained "BioNTech", 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, 20 November 2020 at 15:18 UTC.
The tweets in the network were tweeted over the 1-day, 2-hour, 50-minute period from Thursday, 19 November 2020 at 10:44 UTC to Friday, 20 November 2020 at 13:35 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 : 17147
Unique Edges : 21417
Edges With Duplicates : 4182
Total Edges : 25599
Number of Edge Types : 5
Tweet : 4406
Retweet : 11930
MentionsInRetweet : 3704
Mentions : 3916
Replies to : 1643
Self-Loops : 4491
Reciprocated Vertex Pair Ratio : 0.00654001868576767
Reciprocated Edge Ratio : 0.0129950495049505
Connected Components : 3457
Single-Vertex Connected Components : 2447
Maximum Vertices in a Connected Component : 10581
Maximum Edges in a Connected Component : 18299
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.185233
Graph Density : 6.59586313260193E-05
Modularity : 0.723955
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 17,147 Twitter users whose recent tweets contained "BioNTech", 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, 20 November 2020 at 15:18 UTC.
The tweets in the network were tweeted over the 1-day, 2-hour, 50-minute period from Thursday, 19 November 2020 at 10:44 UTC to Friday, 20 November 2020 at 13:35 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 : BioNTech
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:
[8202] pfizer,biontech [4495] covid,19 [2120] 19,vaccine [1796] emergency,use [1417] use,authorization [1203] biontech,pfizer [971] biontech,submit [918] milyon,doz [916] emergency,authorization [858] request,today Top Word Pairs in Tweet in G1:
[1238] pfizer,biontech [540] covid,19 [240] 19,vaccine [192] biontech,pfizer [179] biontech,seek [148] coronavirus,vaccine [145] emergency,authorization [143] belli,oldu [134] seek,emergency [129] emergency,use Top Word Pairs in Tweet in G2:
[481] vaccine,candidate [442] pfizer,biontech_group [339] emergency,use [322] use,authorization [285] request,today [277] submit,request [274] today,us_fda [274] mrna,vaccine [273] us_fda,emergency [270] #covid19,update Top Word Pairs in Tweet in G3:
[565] covid,19 [387] contra,covid [355] biontech,pfizer [352] podría,distribuida [331] pfizer,biontech [330] distribuida,año [324] vacuna,biontech [295] pfizer,contra [273] ugur,sahin [268] año,presidente Top Word Pairs in Tweet in G4:
[329] karl_lauterbach,biontech_group [262] biontech_group,impfstoff [261] ugur,sahin [260] migrationshintergrund,arbeiterkind [257] armseligen,hetzer [256] erfinder,ugur [256] sahin,heute [256] heute,persönlich [256] persönlich,gesagt [256] gesagt,menschen Top Word Pairs in Tweet in G5:
[720] pfizer,biontech [433] aşısı,mrna [423] uğur,şahin [419] covid,19 [419] biontech,aşısı [419] mrna,tekniği [419] tekniği,ile [419] ile,geliştirildi [409] 19,aşısını [396] aşısını,bulan Top Word Pairs in Tweet in G6:
[507] pfizer,biontech [444] covid,19 [444] 19,vaccine [435] breaking,pfizer [435] emergency,use [428] biontech,submit [428] submit,emergency [428] use,authorization [428] authorization,request [428] request,today Top Word Pairs in Tweet in G7:
[293] pourrait,donner [291] pfizer,biontech [282] moderna,pfizer [233] feu,vert [233] contre,#coronavirus [232] donner,feu [227] décembre,commercialiser [196] vert,décembre [187] vaccins,moderna [169] l'ue,pourrait Top Word Pairs in Tweet in G8:
[602] mio,2021 [404] 2020,aralık [281] milyon,doz [202] sağlık,bak [202] bak,açıklamasına [202] açıklamasına,göre [202] göre,biontech [202] biontech,2020 [202] 2021,25 [202] sinovak,çin Top Word Pairs in Tweet in G9:
[431] pfizer,biontech [267] covid,19 [258] 19,vaccine [196] emergency,use [141] emergency,authorization [132] fda,covid [127] biontech,request [127] request,emergency [124] use,authorization [120] authorization,fda Top Word Pairs in Tweet in G10:
[177] pfizer,biontech [62] #vaccins,moderna [56] covid,19 [45] 19,vaccine [43] coronavirus,vaccine [41] emergency,authorization [35] biontech,vaccine [34] eu_commission,vonderleyen [34] biontech_group,pfizer [33] l'agence,européenne Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: