The graph represents a network of 8,016 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 Saturday, 02 July 2022 at 08:27 UTC.
The requested start date was Saturday, 02 July 2022 at 00:01 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, 4-hour, 3-minute period from Wednesday, 29 June 2022 at 08:17 UTC to Friday, 01 July 2022 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 : 8016
Unique Edges : 4952
Edges With Duplicates : 11947
Total Edges : 16899
Number of Edge Types : 5
Replies to : 1440
MentionsInRetweet : 6763
Retweet : 5109
Tweet : 1682
Mentions : 1905
Self-Loops : 1712
Reciprocated Vertex Pair Ratio : 0.0146123814835471
Reciprocated Edge Ratio : 0.0288038698328936
Connected Components : 1132
Single-Vertex Connected Components : 388
Maximum Vertices in a Connected Component : 2493
Maximum Edges in a Connected Component : 5875
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.554874
Graph Density : 0.000141575862622852
Modularity : 0.539621
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,016 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 Saturday, 02 July 2022 at 08:27 UTC.
The requested start date was Saturday, 02 July 2022 at 00:01 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, 4-hour, 3-minute period from Wednesday, 29 June 2022 at 08:17 UTC to Friday, 01 July 2022 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:
[839] ppe,contracts [631] auditor,general [627] profits,doom [627] doom,latest [627] latest,private [627] private,eye [627] eye,meet [627] meet,man [627] man,took [627] took,47m Top Word Pairs in Tweet in G1:
[627] auditor,general [544] went,achieved [540] wow,auditor [540] general,reports [540] reports,dropped [540] dropped,4b [540] 4b,covid [540] covid,spending [540] spending,ucp [540] ucp,know Top Word Pairs in Tweet in G2:
[541] profits,doom [541] doom,latest [541] latest,private [541] private,eye [541] eye,meet [541] meet,man [541] man,took [541] took,47m [541] 47m,pay [541] pay,packet Top Word Pairs in Tweet in G3:
[543] tender,awarded [488] ppe,tender [414] khusela,diko's [412] r103m,ppe [403] awarded,khusela [403] diko's,relative [393] declared,unlawful [391] relative,declared [389] ewnupdates,r103m [66] another,multimillion Top Word Pairs in Tweet in G4:
[449] ppe,contracts [444] ministers,facilitating [444] facilitating,award [444] award,multi [444] multi,million [444] million,pound [444] pound,ppe [444] contracts,party [444] party,donors [444] donors,legal Top Word Pairs in Tweet in G5:
[16] ppe,kits [14] delhi,deputy [14] manish,sisodia [13] himanta,biswa [13] biswa,sarma [13] defamation,case [13] case,against [12] ppe,tender [12] deputy,cm [11] cm,manish Top Word Pairs in Tweet in G6:
[71] track,trace [32] unionists,asking [32] asking,scotland [32] scotland,shut [32] shut,put [32] put,future [32] future,hands [32] hands,breaks [32] breaks,domestic [31] danielw83655886,unionists Top Word Pairs in Tweet in G7:
[209] ppe,contracts [198] things,legal [198] legal,giving [198] giving,billions [198] billions,mates [198] mates,ppe [198] contracts,breaking [198] breaking,lockdown [198] lockdown,rules [198] rules,lying Top Word Pairs in Tweet in G8:
[27] ppe,contracts [16] matthancock,mailplus [16] downing,street [14] make,arrests [13] dodgy,ppe [13] metpoliceuk,make [13] arrests,outside [13] outside,downing [13] street,protester [13] protester,never Top Word Pairs in Tweet in G9:
[148] delhi,deputy [78] press,conference [78] conference,delhi [78] delhi,last [78] last,month [78] month,aap [78] aap,leader [78] leader,delhi [78] deputy,chief [78] chief,minister Top Word Pairs in Tweet in G10:
[124] jamescleverly,christopherhope [124] christopherhope,snb19692 [100] snb19692,anonymous [99] anonymous,sources [99] sources,russian [99] russian,donors [99] donors,reserved [99] reserved,government [98] katewilton1,jamescleverly [18] b1emw,jamescleverly 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 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: