The graph represents a network of 5,066 Twitter users whose recent tweets contained "PPE", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 12:18 UTC.
The tweets in the network were tweeted over the 1194-day, 6-hour, 45-minute period from Thursday, 03 October 2019 at 18:14 UTC to Tuesday, 10 January 2023 at 00:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5066
Unique Edges : 2396
Edges With Duplicates : 11022
Total Edges : 13418
Number of Edge Types : 9
Retweet : 3906
MentionsInRetweet : 4644
Replies to : 997
MentionsInReplyTo : 2736
Mentions : 224
Tweet : 645
Quote : 108
MentionsInQuoteReply : 15
MentionsInQuote : 143
Self-Loops : 803
Reciprocated Vertex Pair Ratio : 0.0176515732924021
Reciprocated Edge Ratio : 0.0346907993966818
Connected Components : 513
Single-Vertex Connected Components : 156
Maximum Vertices in a Connected Component : 3402
Maximum Edges in a Connected Component : 10238
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.441398
Graph Density : 0.000258385949104593
Modularity : 0.447336
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,066 Twitter users whose recent tweets contained "PPE", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 12:18 UTC.
The tweets in the network were tweeted over the 1194-day, 6-hour, 45-minute period from Thursday, 03 October 2019 at 18:14 UTC to Tuesday, 10 January 2023 at 00:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[1277] conservative,peer [1172] ppe,contract [1114] peer,helped [1112] 50m,ppe [863] land,50m [863] helped,land [834] fellow,tory [831] contract,firm [830] firm,linked [828] linked,fellow Top Word Pairs in Tweet in G1:
[338] junior,doctors [337] approximately,1b [337] pay,restoration [337] runswick,junior [337] cost,full [337] chair,bma [337] dr,emma [337] bma,cost [337] full,pay [337] emma,runswick Top Word Pairs in Tweet in G2:
[279] ppe,contract [278] peer,helped [278] 50m,ppe [246] inquiry,#tory [246] public,inquiry [244] #conservative,peer [243] helped,50m [243] #sunakout,#conservative [241] contract,public [240] #tory,conservatives Top Word Pairs in Tweet in G3:
[322] conservative,peer [307] ppe,contracts [305] company,secure [305] peer,advising [305] coronavirus,pandemic [305] advising,government [305] government,during [305] pandemic,helped [305] secure,ppe [305] during,coronavirus Top Word Pairs in Tweet in G4:
[271] conservative,peer [220] 50m,ppe [219] fellow,tory [213] peer,helped [213] land,50m [213] helped,land [211] ppe,contract [210] firm,linked [210] contract,firm [210] linked,fellow Top Word Pairs in Tweet in G5:
[224] conservative,peer [214] fellow,tory [213] helped,land [213] firm,linked [213] ppe,contract [213] linked,fellow [213] 50m,ppe [213] land,50m [213] peer,helped [213] contract,firm Top Word Pairs in Tweet in G6:
[149] ppe,medpro [137] michelle,mone [105] breaking,michelle [103] carolvorders,breaking [78] mone,ppe [77] safety,document [75] document,knowingly [75] ppe,safety [75] medpro,referred [75] watchdog,faking Top Word Pairs in Tweet in G7:
[213] useless,ppe [107] tory,peer [106] mone,200mill [106] ppe,tory [106] never,forget [106] forget,9bill [106] peer,michelle [106] 9bill,wasted [106] delivered,useless [106] wasted,useless Top Word Pairs in Tweet in G8:
[120] includes,money [120] money,gave [120] tories,boast [120] please,aware [120] aware,includes [120] gave,dido [120] 'giving',nhs [120] money,'giving' [120] boast,money [120] nhs,please Top Word Pairs in Tweet in G9:
[30] fellow,tory [29] conservative,peer [28] firm,linked [28] linked,fellow [28] contract,firm [28] helped,land [28] land,50m [28] peer,helped [28] 50m,ppe [27] ppe,contract Top Word Pairs in Tweet in G10:
[44] ppe,contract [40] conservative,peer [39] helped,land [39] land,50m [39] 50m,ppe [37] peer,helped [32] contract,firm [31] track,trace [22] firm,linked [22] linked,fellow 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:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: