The graph represents a network of 16,890 Twitter users whose recent tweets contained "Vaccine Passport", 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, 09 September 2021 at 00:30 UTC.
The tweets in the network were tweeted over the 1-day, 0-hour, 19-minute period from Tuesday, 07 September 2021 at 23:05 UTC to Wednesday, 08 September 2021 at 23:25 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 : 16890
Unique Edges : 25841
Edges With Duplicates : 3108
Total Edges : 28949
Number of Edge Types : 5
Retweet : 14159
MentionsInRetweet : 7381
Mentions : 2932
Replies to : 2416
Tweet : 2061
Self-Loops : 2112
Reciprocated Vertex Pair Ratio : 0.00538976736812904
Reciprocated Edge Ratio : 0.0107217470140723
Connected Components : 1826
Single-Vertex Connected Components : 964
Maximum Vertices in a Connected Component : 13046
Maximum Edges in a Connected Component : 25221
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.439478
Graph Density : 8.89343966758749E-05
Modularity : 0.760109
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 16,890 Twitter users whose recent tweets contained "Vaccine Passport", 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, 09 September 2021 at 00:30 UTC.
The tweets in the network were tweeted over the 1-day, 0-hour, 19-minute period from Tuesday, 07 September 2021 at 23:05 UTC to Wednesday, 08 September 2021 at 23:25 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 : Vaccine Passport
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:
[16789] vaccine,passport [2689] vaccine,passports [1973] social,credit [1862] credit,system [1826] passport,social [1779] retired,surgeon [1779] surgeon,dr [1549] iromg,tonyhinton2016 [1547] passports,required [1544] pubs,restaurants Top Word Pairs in Tweet in G1:
[2918] vaccine,passport [1591] social,credit [1587] passport,social [1587] credit,system [1585] retired,surgeon [1585] surgeon,dr [1418] vaccine,passports [1406] iromg,tonyhinton2016 [1401] required,nightclubs [1399] passports,required Top Word Pairs in Tweet in G2:
[2299] vaccine,passport [480] re,anti [243] justintrudeau,thejagmeetsingh [242] thejagmeetsingh,erinotoole [237] agree,vaccine [236] passport,justintrudeau [228] vaccinated,folks [227] covid,19 [220] absolutely,way [220] way,massive Top Word Pairs in Tweet in G3:
[2214] vaccine,passport [319] covid,19 [297] 19,vaccine [277] passport,system [244] #ableg,#abhealth [228] alberta,mayors [227] need,vaccine [221] twelve,alberta [212] unvaccinated,people [211] vaccine,passports Top Word Pairs in Tweet in G4:
[1095] vaccine,passport [5] winning,looks [3] absolutely,way [3] way,massive [3] massive,government [3] government,surveillance [3] surveillance,program [3] program,enormous [3] enormous,costly [3] costly,complex Top Word Pairs in Tweet in G5:
[1329] vaccine,passport [321] told,stay [321] stay,home [321] home,close [321] close,business [321] business,close [321] close,schools [321] schools,kids [321] kids,wear [321] wear,masks Top Word Pairs in Tweet in G6:
[854] vaccine,passport [170] covid,19 [129] 19,vaccine [81] mayors,call [80] alberta,mayors [78] call,province [78] province,implement [77] implement,covid [76] twelve,alberta [66] vaccine,passports Top Word Pairs in Tweet in G7:
[450] vaccine,passport [85] nova,scotia [84] non,essential [80] essential,activities [79] scotia,require [79] require,proof [55] restaurants,bars [53] update,cbcnews [53] cbcnews,nova [53] proof,full Top Word Pairs in Tweet in G8:
[408] vaccine,passport [106] vaccine,passports [101] passport,id [101] id,card [96] andrew,barr [74] passport,system [71] international,travel [56] well,done [56] done,labor [56] labor,andrew Top Word Pairs in Tweet in G9:
[509] vaccine,passport [256] same,people [256] people,told [256] told,there'd [256] there'd,vaccine [256] passport,telling [256] telling,another [256] another,lockdown [256] lockdown,sure [256] sure,trust Top Word Pairs in Tweet in G10:
[458] vaccine,passport [406] paris,police [406] police,beat [406] beat,woman [406] woman,tried [406] tried,go [406] go,shopping [406] shopping,mall [406] mall,without [406] without,vaccine Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: