The graph represents a network of 17,533 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 Thursday, 07 October 2021 at 18:28 UTC.
The tweets in the network were tweeted over the 1-day, 3-hour, 39-minute period from Wednesday, 06 October 2021 at 13:19 UTC to Thursday, 07 October 2021 at 16:59 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 : 17533
Unique Edges : 22845
Edges With Duplicates : 5235
Total Edges : 28080
Number of Edge Types : 5
Retweet : 12154
MentionsInRetweet : 3705
Replies to : 3124
Mentions : 5705
Tweet : 3392
Self-Loops : 3465
Reciprocated Vertex Pair Ratio : 0.00766928544706322
Reciprocated Edge Ratio : 0.0152218303322814
Connected Components : 3103
Single-Vertex Connected Components : 1978
Maximum Vertices in a Connected Component : 11123
Maximum Edges in a Connected Component : 20766
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.181512
Graph Density : 7.01002024291366E-05
Modularity : 0.737252
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 17,533 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 Thursday, 07 October 2021 at 18:28 UTC.
The tweets in the network were tweeted over the 1-day, 3-hour, 39-minute period from Wednesday, 06 October 2021 at 13:19 UTC to Thursday, 07 October 2021 at 16:59 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[7204] pfizer,biontech [3791] covid,19 [2663] vaccine,children [2288] emergency,use [2180] 19,vaccine [2055] ages,11 [1897] #covid19,vaccine [1534] children,ages [1411] use,authorization [1335] doz,biontech Top Word Pairs in Tweet in G1:
[1115] pfizer,biontech [785] covid,19 [400] 19,vaccine [396] ages,11 [246] biontech,ask [198] vaccine,children [198] kids,ages [189] children,ages [155] emergency,authorization [152] biontech,request Top Word Pairs in Tweet in G2:
[769] kalp,krizi [620] doz,biontech [548] doz,sinovac [439] kısa,süre [428] grafen,maddeleri [305] ve,kalp [295] bir,şekilde [293] biontech,aşı [292] biontech,aşısını [292] sonra,kalp Top Word Pairs in Tweet in G3:
[1214] pfizer,biontech_group [1144] biontech_group,us_fda [995] #covid19,vaccine [994] emergency,use [950] vaccine,children [929] use,authorization [913] us_fda,emergency [907] request,us_fda [905] biontech_group,officially [905] submitted,request Top Word Pairs in Tweet in G4:
[1441] pfizer,biontech [770] ages,11 [754] vaccine,children [744] children,ages [731] emergency,use [639] 11,fda [636] oct,26 [605] kids,11 [597] know,hell [597] hell,take Top Word Pairs in Tweet in G5:
[571] die,impfung [565] leide,seit [565] seit,dosis [565] dosis,wochen [565] wochen,extremen [565] extremen,schwindel [565] schwindel,gefühlsstörung [565] gefühlsstörung,hausärztin [565] hausärztin,weigert [565] weigert,impfschaden Top Word Pairs in Tweet in G6:
[404] pfizer,biontech [222] covid,19 [211] 19,vaccine [155] biontech,ask [154] vaccine,children [119] coronavirus,vaccine [100] emergency,use [99] ages,11 [84] use,covid [83] children,aged Top Word Pairs in Tweet in G7:
[446] covid,19 [394] pfizer,biontech [261] biontech,vaccine [256] 19,immunity [256] immunity,provided [256] provided,pfizer [256] vaccine,weakens [256] weakens,significantly [256] significantly,within [256] within,months Top Word Pairs in Tweet in G8:
[368] doz,biontech [355] biontech,aşısını [354] korkmayın,intihar [354] intihar,etmiyorum [354] etmiyorum,sadece [354] sadece,doz [354] aşısını,olmuş [354] olmuş,maske [354] maske,mesafe [354] mesafe,kuralına Top Word Pairs in Tweet in G9:
[370] pfizer,biontech [369] covid,19 [369] 19,vaccine [248] disgusts,kids [248] kids,near [248] near,100 [248] 100,chance [248] chance,survival [248] survival,against [248] against,covid Top Word Pairs in Tweet in G10:
[97] doz,aşı [95] biontech,aşısı [74] doz,biontech [67] vaka,sayıları [67] şu,anda [65] salgını,genelde [65] genelde,iyi [65] iyi,kontrol [65] kontrol,eden [65] eden,japonya 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 G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
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Top Tweeters in G9:
Top Tweeters in G10: