The graph represents a network of 8,599 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 December 2021 at 09:08 UTC.
The requested start date was Friday, 31 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 3-hour, 31-minute period from Tuesday, 28 December 2021 at 08:49 UTC to Thursday, 30 December 2021 at 12:21 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 : 8599
Unique Edges : 4420
Edges With Duplicates : 12328
Total Edges : 16748
Number of Edge Types : 5
Retweet : 5665
MentionsInRetweet : 6906
Tweet : 1105
Replies to : 1291
Mentions : 1781
Self-Loops : 1132
Reciprocated Vertex Pair Ratio : 0.0104200236330433
Reciprocated Edge Ratio : 0.0206251328938975
Connected Components : 1071
Single-Vertex Connected Components : 303
Maximum Vertices in a Connected Component : 4859
Maximum Edges in a Connected Component : 10733
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.163819
Graph Density : 0.000127221228410635
Modularity : 0.557124
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,599 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 December 2021 at 09:08 UTC.
The requested start date was Friday, 31 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 3-hour, 31-minute period from Tuesday, 28 December 2021 at 08:49 UTC to Thursday, 30 December 2021 at 12:21 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 : GraphServerTwitterSearch
Graph Term : PPE
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:
[606] ppe,contracts [571] see,lot [571] lot,people [571] both,sides [571] taught,ppe [570] people,both [570] sides,making [570] making,simple [570] simple,mistakes [570] mistakes,masks Top Word Pairs in Tweet in G1:
[549] see,lot [549] lot,people [549] people,both [549] both,sides [549] sides,making [549] making,simple [549] simple,mistakes [549] mistakes,masks [549] masks,studied [549] studied,ppe Top Word Pairs in Tweet in G2:
[376] ppe,contracts [376] contracts,mates [374] anyone,forgotten [374] forgotten,over [374] over,christmas [374] christmas,mps [374] mps,second [374] second,jobs [374] jobs,ppe [374] mates,170 Top Word Pairs in Tweet in G3:
[423] shout,nurses [423] nurses,ve [423] ve,told [423] told,drink [423] drink,water [423] water,nurses [423] nurses,station [423] station,wear [423] wear,certain [423] certain,nails Top Word Pairs in Tweet in G4:
[228] perform,cpr [201] hi,doc [201] doc,believe [201] believe,perform [201] cpr,during [201] during,global [201] global,pandemic [201] pandemic,without [201] without,protecting [200] em_resus,hi Top Word Pairs in Tweet in G5:
[13] full,ppe [11] proper,ppe [11] face,masks [10] without,ppe [10] healthcare,workers [6] covid,patients [6] covid,19 [6] put,ppe [5] trump,secured [5] ppe,covid Top Word Pairs in Tweet in G6:
[188] full,ppe [186] hi,scottmorrisonmp [186] scottmorrisonmp,yesterdays [186] yesterdays,presser [186] presser,live [186] live,texted [186] texted,12 [186] 12,hour [186] hour,shift [186] shift,full Top Word Pairs in Tweet in G7:
[159] policing,insulate [159] insulate,britain [159] britain,protests [157] see,grant [157] grant,shapps [157] shapps,appalled [157] appalled,4m [157] 4m,bill [157] bill,met [157] met,policing Top Word Pairs in Tweet in G8:
[159] track,trace [157] person,uk [157] uk,flat [157] flat,refuse [157] refuse,pay [157] pay,37 [157] 37,billion [157] billion,lost [157] lost,rabbit [157] rabbit,hole Top Word Pairs in Tweet in G9:
[184] shortage,lateral [184] lateral,flows [184] flows,fuel [184] fuel,crisis [184] crisis,ppe [184] ppe,crisis [183] dminghella,shortage [17] djmikeyt2,anyone [17] anyone,forgotten [17] forgotten,over Top Word Pairs in Tweet in G10:
[54] track,trace [19] ppe,contracts [16] pr,hr [15] rot,runs [15] runs,deep [15] deep,nhs [15] nhs,worst [15] worst,affected [15] affected,priority [15] priority,given 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 Tweeters in Entire Graph:
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Top Tweeters in G10: