The graph represents a network of 7,625 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, 10 December 2021 at 09:20 UTC.
The requested start date was Friday, 10 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, 5-hour, 15-minute period from Monday, 06 December 2021 at 07:06 UTC to Wednesday, 08 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 : 7625
Unique Edges : 2972
Edges With Duplicates : 12832
Total Edges : 15804
Number of Edge Types : 5
Retweet : 5985
MentionsInRetweet : 6717
Mentions : 1222
Tweet : 1041
Replies to : 839
Self-Loops : 1060
Reciprocated Vertex Pair Ratio : 0.00770547945205479
Reciprocated Edge Ratio : 0.0152931180968564
Connected Components : 885
Single-Vertex Connected Components : 326
Maximum Vertices in a Connected Component : 3987
Maximum Edges in a Connected Component : 9377
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.36525
Graph Density : 0.000141726730084462
Modularity : 0.493918
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,625 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, 10 December 2021 at 09:20 UTC.
The requested start date was Friday, 10 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, 5-hour, 15-minute period from Monday, 06 December 2021 at 07:06 UTC to Wednesday, 08 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:
[1734] ãƒ,ム[1143] due,diligence [1031] local,businesses [1015] people,died [1014] before,formal [1013] formal,due [1009] died,covid [1008] 150,000 [1004] 000,people [1004] covid,uk Top Word Pairs in Tweet in G1:
[856] nearly,150 [856] 150,000 [856] 000,people [856] people,died [856] died,covid [856] covid,uk [856] uk,hundreds [856] hundreds,local [856] local,businesses [856] businesses,forced Top Word Pairs in Tweet in G2:
[690] due,diligence [686] before,formal [686] formal,due [676] diligence,process [637] ppe,deals [635] deals,awarded [625] 46,ppe [615] process,put [615] put,place [614] government,admits Top Word Pairs in Tweet in G3:
[638] procurement,decision [326] michael,gove [321] ppe,procurement [319] gove,single [319] single,ppe [319] decision,went [319] went,stage [319] stage,procurement [319] decision,lying [318] withorpe,michael Top Word Pairs in Tweet in G4:
[142] ãƒ,ム[26] ppe,contracts [25] ˆà,ˆà [23] vip,laneâ [23] ppe,deals [23] deals,awarded [23] before,formal [23] due,diligence [22] 46,vip [22] awarded,before Top Word Pairs in Tweet in G5:
[209] xmas,party [207] party,gaslightingâ [207] gaslightingâ,govt [207] govt,told [207] told,ppe [207] ppe,shortage [207] shortage,nhs [207] nhs,staff [207] staff,sporting [206] marinapurkiss,xmas Top Word Pairs in Tweet in G6:
[139] under,investigation [138] ppe,contracts [132] contracts,under [132] investigation,siu [110] #siureport,siu [107] rsasiu,#siureport [95] siu,investigation [91] ppe,tender [85] service,providers [83] ongoing,ppe Top Word Pairs in Tweet in G7:
[133] due,diligence [112] 46,vip [105] ppe,contract [104] vip,lane [103] ministers,lying [103] lying,46 [103] lane,companies [103] companies,awarded [103] awarded,ppe [103] contract,before Top Word Pairs in Tweet in G8:
[157] number,10 [143] well,back [143] back,coach [143] coach,number [143] 10,take [143] take,entire [143] entire,cabinet [143] cabinet,away [143] away,embroiled [142] uk_domain_names,well Top Word Pairs in Tweet in G9:
[709] ãƒ,ム[220] ˆã,ム[219] ãƒ,ªãƒ [219] šã,ム[218] šç,ˆã [218] ãƒ,šçÿ [218] šçÿ,月刚ム[218] 月刚ãƒ,ム[218] ªãƒ,ppeâ [218] ppeâ,œæ Top Word Pairs in Tweet in G10:
[404] œfollowed,rulesâ [203] xmas,party [201] boris,johnson [201] johnson,barnard [201] barnard,castle [201] castle,œfollowed [201] rulesâ,xmas [201] party,œfollowed [201] rulesâ,ministerial [201] ministerial,bullying 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 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: