The graph represents a network of 8,021 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 Monday, 11 April 2022 at 08:43 UTC.
The requested start date was Monday, 11 April 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 4-day, 3-hour, 25-minute period from Wednesday, 06 April 2022 at 08:55 UTC to Sunday, 10 April 2022 at 12:20 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 : 8021
Unique Edges : 4670
Edges With Duplicates : 12451
Total Edges : 17121
Number of Edge Types : 5
Retweet : 5329
MentionsInRetweet : 6753
Tweet : 1262
Mentions : 2275
Replies to : 1502
Self-Loops : 1302
Reciprocated Vertex Pair Ratio : 0.0147292571791883
Reciprocated Edge Ratio : 0.029030910609858
Connected Components : 843
Single-Vertex Connected Components : 292
Maximum Vertices in a Connected Component : 3965
Maximum Edges in a Connected Component : 9077
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.91467
Graph Density : 0.000148861109910674
Modularity : 0.540366
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,021 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 Monday, 11 April 2022 at 08:43 UTC.
The requested start date was Monday, 11 April 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 4-day, 3-hour, 25-minute period from Wednesday, 06 April 2022 at 08:55 UTC to Sunday, 10 April 2022 at 12:20 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:
[1624] rishi,sunak [1528] government,enquiry [1510] furlough,fraud [1505] ppe,fraud [1496] covid,loan [1496] loan,fraud [1479] fraud,ppe [1468] enquiry,furlough [1468] fraud,covid [1464] sunak,thing Top Word Pairs in Tweet in G1:
[1440] rishi,sunak [1381] government,enquiry [1324] furlough,fraud [1324] ppe,fraud [1323] covid,loan [1323] loan,fraud [1322] fraud,covid [1320] sunak,thing [1320] thing,need [1320] need,government Top Word Pairs in Tweet in G2:
[109] track,trace [80] ppe,contracts [39] dodgy,ppe [32] windfall,tax [25] test,trace [23] ppe,fraud [23] unusable,ppe [21] wasted,ppe [21] 37,billion [20] trace,app Top Word Pairs in Tweet in G3:
[327] sajid,javid [321] suesuezep,pay [321] pay,health [321] health,services [321] services,use [321] use,sajid [321] javid,tax [321] tax,rise [321] rise,arrives [321] arrives,paid Top Word Pairs in Tweet in G4:
[372] kasagsagan,ng [363] ano,ba [363] ba,yung [363] yung,ppe [363] ppe,project [363] project,robredo [363] robredo,nung [363] nung,kasagsagan [363] ng,lockdown [363] lockdown,nung Top Word Pairs in Tweet in G5:
[64] ãƒ,ム[30] ppe,products [19] protective,equipment [18] personal,protective [17] ˆà,ˆà [16] equipment,ppe [15] ù,ø [12] šà,ˆà [12] ø,ù [11] µà,ˆà Top Word Pairs in Tweet in G6:
[69] ðµð,ðµð [34] ðµ,ðµ [34] ðºð,ðµð [34] ðºð,ðºð [32] ðµð,ðµ [30] ðºð,ðµñ [29] ðµð,ðºð [28] ðµñ,ðµð [28] ðºð,ñƒð [28] ðºð,ðµ Top Word Pairs in Tweet in G7:
[390] ˆà,ˆà [284] µà,ˆà [197] ˆà,µà [127] šà,ˆà [123] ˆà,ªà [107] ªà,ˆà [107] ƒà,ˆà [101] ˆà,šà [101] šà,šà [100] ˆà,žà Top Word Pairs in Tweet in G8:
[53] national,insurance [53] insurance,tax [36] nice,see [36] see,campbellclaret [36] campbellclaret,stating [36] stating,reality [36] reality,national [36] tax,years [36] years,pay [36] pay,50billion Top Word Pairs in Tweet in G9:
[27] another,shocking [27] shocking,example [27] example,waste [27] waste,uk [27] uk,spends [27] spends,23 [27] 23,million [27] million,dispose [27] dispose,unused [27] unused,ppe Top Word Pairs in Tweet in G10:
[70] public,money [58] chancellor,seem [58] seem,interested [58] interested,colossal [58] colossal,waste [58] waste,public [58] money,insult [58] insult,upon [58] upon,insult [58] insult,towards 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: