The graph represents a network of 7,317 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, 21 March 2022 at 08:44 UTC.
The requested start date was Monday, 21 March 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 3-day, 4-hour, 18-minute period from Thursday, 17 March 2022 at 08:03 UTC to Sunday, 20 March 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 : 7317
Unique Edges : 4974
Edges With Duplicates : 12712
Total Edges : 17686
Number of Edge Types : 5
Retweet : 5174
MentionsInRetweet : 6678
Replies to : 1342
Mentions : 2374
Tweet : 2118
Self-Loops : 2143
Reciprocated Vertex Pair Ratio : 0.0177073625349487
Reciprocated Edge Ratio : 0.0347985347985348
Connected Components : 1177
Single-Vertex Connected Components : 417
Maximum Vertices in a Connected Component : 2746
Maximum Edges in a Connected Component : 6164
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 5.762936
Graph Density : 0.000163194633586576
Modularity : 0.501285
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,317 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, 21 March 2022 at 08:44 UTC.
The requested start date was Monday, 21 March 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 3-day, 4-hour, 18-minute period from Thursday, 17 March 2022 at 08:03 UTC to Sunday, 20 March 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:
[773] being,burned [768] ppe,government [768] government,paid [767] know,ppe [767] use,being [766] paid,millions [766] millions,unfit [766] unfit,use [766] burned,find [765] privateeyenews,know Top Word Pairs in Tweet in G1:
[730] know,ppe [730] ppe,government [730] government,paid [730] paid,millions [730] millions,unfit [730] unfit,use [730] use,being [730] being,burned [730] burned,find [729] privateeyenews,know Top Word Pairs in Tweet in G2:
[395] hbd,perth [394] #kdppe,#perthtanapon [359] perth,tanapon [356] #happy21stperthday,#unioncoeventspace [257] happy,birthday [230] #perthtanapon,#kdppe [167] ร,ธ [145] เพ,ร [132] #unioncoeventspace,hbd [114] ม,ความส Top Word Pairs in Tweet in G3:
[29] protective,equipment [29] equipment,ppe [28] personal,protective [18] #personal,#protective [18] #protective,#equipment [18] #equipment,#ppe [18] #ppe,#workplace [18] #workplace,#typeofppe [18] #typeofppe,#safety [18] #safety,#hazard Top Word Pairs in Tweet in G4:
[79] ppe,contracts [63] track,trace [46] tory,government [43] government,gave [42] gave,millions [42] millions,friends [42] friends,family [42] family,members [42] members,ppe [42] contracts,experience Top Word Pairs in Tweet in G5:
[19] ppe,contracts [10] windfall,tax [9] trussliz,result [9] result,tireless [9] tireless,work [9] work,richard [9] richard,ratcliffe [9] ratcliffe,tulip [9] tulip,siddiq [9] siddiq,truss Top Word Pairs in Tweet in G6:
[96] unusable,ppe [94] help,everyone [94] everyone,beecause [94] beecause,expensive [94] expensive,sunak [94] sunak,maybe [94] maybe,hadn't [94] hadn't,squandered [94] squandered,9b [94] 9b,unusable Top Word Pairs in Tweet in G7:
[109] jenrick,pals [109] pals,hancock [109] hancock,patel [108] patel,bullying [108] bullying,ppe [108] ppe,vips [108] vips,dido [108] dido,37bn [102] 37bn,arcuri [99] planetzuma,jeremyvineon5 Top Word Pairs in Tweet in G8:
[22] questions,étrangères [22] étrangères,peut [22] peut,avoir [22] avoir,vrai [22] vrai,passage [22] passage,témoin [22] témoin,suis [22] suis,soutenue [22] soutenue,par [22] par,ppe Top Word Pairs in Tweet in G9:
[55] loan,shark [55] shark,chancellor [55] chancellor,asked [55] asked,explain [55] explain,37 [55] 37,billion [55] billion,went [55] went,ppe [55] ppe,corrupt [55] corrupt,contracts Top Word Pairs in Tweet in G10:
[6] emilygo__go,chrisst10346202 [6] chrisst10346202,mark13434035 [6] mark13434035,allcarscolin [6] allcarscolin,iandependence [6] iandependence,floodq2 [6] floodq2,evilestmen [6] evilestmen,ian_arthur1 [6] ian_arthur1,baz__17 [6] baz__17,bellesareblue [6] bellesareblue,sparky77600125 Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: