The graph represents a network of 15,596 Twitter users whose recent tweets contained "#DeltaVariant", 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, 24 June 2021 at 23:39 UTC.
The tweets in the network were tweeted over the 23-hour, 49-minute period from Wednesday, 23 June 2021 at 22:51 UTC to Thursday, 24 June 2021 at 22:40 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 : 15596
Unique Edges : 19737
Edges With Duplicates : 6817
Total Edges : 26554
Number of Edge Types : 5
Retweet : 14017
MentionsInRetweet : 4820
Replies to : 1225
Tweet : 3072
Mentions : 3420
Self-Loops : 3206
Reciprocated Vertex Pair Ratio : 0.00364158588500795
Reciprocated Edge Ratio : 0.00725674570727719
Connected Components : 1971
Single-Vertex Connected Components : 1236
Maximum Vertices in a Connected Component : 11373
Maximum Edges in a Connected Component : 21638
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.631216
Graph Density : 8.04540357393865E-05
Modularity : 0.65853
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 15,596 Twitter users whose recent tweets contained "#DeltaVariant", 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, 24 June 2021 at 23:39 UTC.
The tweets in the network were tweeted over the 23-hour, 49-minute period from Wednesday, 23 June 2021 at 22:51 UTC to Thursday, 24 June 2021 at 22:40 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 : #DeltaVariant
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:
[1895] shopping,mall [1829] 10,seconds [1823] transmit,#deltavariant [1821] health,officer [1819] seconds,one [1819] one,needs [1819] needs,transmit [1819] 15,minutes [1818] #deltavariant,warns [1815] queensland,health Top Word Pairs in Tweet in G1:
[1575] shopping,mall [1540] 10,seconds [1540] seconds,one [1540] one,needs [1540] needs,transmit [1540] transmit,#deltavariant [1540] #deltavariant,warns [1540] warns,queensland [1540] queensland,health [1540] health,officer Top Word Pairs in Tweet in G2:
[373] doubled,tripled [373] tripled,week [361] become,dominant [359] breaking,dr [359] dr,anthony [359] anthony,fauci [359] fauci,wednesday [359] wednesday,#deltavariant [354] #deltavariant,accounts [354] accounts,20 Top Word Pairs in Tweet in G3:
[113] #covid19,#deltavariant [93] #deltavariant,#covid19 [92] delta,variant [60] covid,19 [58] delta,plus [51] #deltavariant,#deltaplusvariant [40] #deltavariant,#deltaplus [37] #coronavirus,#deltavariant [36] #deltavariant,#delta [36] #covid19,#coronavirus Top Word Pairs in Tweet in G4:
[391] many,countries [284] next,week [283] mask,mandate [277] notes,one [277] one,world [277] world,vaccinated [277] vaccinated,countries [277] countries,15 [277] 15,june [277] june,israel Top Word Pairs in Tweet in G5:
[635] während,die [635] die,kanzlerin [635] kanzlerin,jederzeit [635] jederzeit,ct [635] ct,werte [635] werte,viruslast [635] viruslast,konzentrationskurven [635] konzentrationskurven,erklärt [635] erklärt,gibt [635] gibt,jahren Top Word Pairs in Tweet in G6:
[89] #deltavariant,#deltaplus [81] ल,ट [80] ड,ल [80] र,ए [75] ए,ट [73] #deltavariant,#deltaplusvariant [70] व,र [60] #deltaplusvariant,#deltavariant [55] mohfw_india,#deltavariant [52] #covid19,#deltavariant Top Word Pairs in Tweet in G7:
[85] #deltavariant,#covid19 [73] #deltavariant,outbreak [73] breaking,origins [73] origins,covid [73] covid,19 [73] 19,traced [73] traced,secret [73] secret,underground [73] underground,lab [73] lab,daniel Top Word Pairs in Tweet in G8:
[107] daily,dose [56] #jammuandkashmir,#shafqatmahmood [56] #shafqatmahmood,#thursdayvibes [56] #thursdayvibes,#covid19 [56] #covid19,#pzvsms [56] #pzvsms,#kashmirtalks [56] #kashmirtalks,#cybersecurity [56] #cybersecurity,#ม [56] #ม,อบ24ม [56] อบ24ม,ถ Top Word Pairs in Tweet in G9:
[273] cruise,ship [139] #deltavariant,#covid19 [136] #deltavariant,#sarscov2 [136] happen,#deltavariant [136] #covid19,case [136] case,surfaces [136] surfaces,cruise [136] ship,prediction [136] prediction,look [136] look,princess Top Word Pairs in Tweet in G10:
[58] cases,#deltavariant [52] fully,vaccinated [45] hmm,roughly [45] roughly,40 [45] 40,50 [45] 50,cases [45] #deltavariant,israel [45] israel,fully [35] #deltavariant,guptar_lab [34] really,important 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:
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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: