The graph represents a network of 7,736 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, 19 September 2022 at 08:53 UTC.
The requested start date was Monday, 19 September 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, 12-hour, 43-minute period from Tuesday, 13 September 2022 at 23:38 UTC to Friday, 16 September 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 : 7736
Unique Edges : 5386
Edges With Duplicates : 11085
Total Edges : 16471
Number of Edge Types : 5
Replies to : 1964
Retweet : 4032
MentionsInRetweet : 5214
Tweet : 2561
Mentions : 2700
Self-Loops : 2624
Reciprocated Vertex Pair Ratio : 0.0223638180909545
Reciprocated Edge Ratio : 0.0437492362214347
Connected Components : 1428
Single-Vertex Connected Components : 524
Maximum Vertices in a Connected Component : 2090
Maximum Edges in a Connected Component : 4875
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 7.321605
Graph Density : 0.000136752656674793
Modularity : 0.522269
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,736 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, 19 September 2022 at 08:53 UTC.
The requested start date was Monday, 19 September 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, 12-hour, 43-minute period from Tuesday, 13 September 2022 at 23:38 UTC to Friday, 16 September 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:
[433] ppe,contracts [336] windfall,tax [333] ppe,suppliers [326] carryonkeith,see [326] see,windfall [326] tax,profits [325] profits,ppe [252] aspen,medical [249] two,years [247] federal,ppe Top Word Pairs in Tweet in G1:
[62] سبا,زيارات [62] و,فندقية [62] كفاءة,و [62] و,خبرة [62] خبرة,عالية [62] في,الرياض [62] الرياض,جدة [62] جدة,ه [62] ه,نا [62] نا,الان Top Word Pairs in Tweet in G2:
[312] ppe,suppliers [309] windfall,tax [308] carryonkeith,see [308] see,windfall [307] tax,profits [307] profits,ppe [22] levelling,explained [22] explained,bankers [22] bankers,make [22] make,much Top Word Pairs in Tweet in G3:
[253] ppe,contracts [251] aspen,medical [244] medical,earned [244] earned,billion [244] billion,over [244] over,past [244] past,two [244] two,years [244] years,bulk [244] bulk,courtesy Top Word Pairs in Tweet in G4:
[35] ppe_sale,petersweden7 [25] tinpinho,ppe_sale [16] year,old [13] lytollisryan,tinpinho [12] cowpie_detector,tinpinho [10] police,officers [10] cowpie_detector,ppe_sale [7] olivia,pratt [7] two,police [7] officers,stabbed Top Word Pairs in Tweet in G5:
[52] strict,ppe [51] ppe,labs [39] require,strict [37] pathogens,require [36] level,pathogens [31] spread,mutate [23] labs,being [23] being,allowed [23] allowed,spread [18] lawsuit,against Top Word Pairs in Tweet in G6:
[34] journées,parlementaires [26] lesrep_senat,republicains_an [26] republicains_an,ppe_fr [25] ursula,leyen [22] leyen,demócrata [22] demócrata,cristiana [22] cristiana,grupo [22] grupo,#ppe [22] #ppe,concepto [22] concepto,europa Top Word Pairs in Tweet in G7:
[19] をフォロー,このツイートをrt [15] このアカウントをフォロー,この投稿をリツイート [15] をフォロー,この投稿をrt [14] 23,金 [13] 白桃,黄桃 [13] 黄桃,新発売記念 [13] 新発売記念,#のむヨーグルト無料 [13] #のむヨーグルト無料,のチャンス [13] のチャンス,このアカウントをフォロー [13] この投稿をリツイート,抽選で毎日1万名様に無料券 Top Word Pairs in Tweet in G8:
[86] ppe,contracts [74] billions,lost [73] people,mad [73] mad,harry [73] harry,meghan [73] meghan,holding [73] holding,hands [73] hands,wait [73] wait,until [73] until,find Top Word Pairs in Tweet in G9:
[91] toilet,paper [88] republicans,charge [87] denisebalistre1,jim_jordan [86] jim_jordan,republicans [86] paper,paper [85] charge,toilet [85] paper,towels [85] towels,meat [85] meat,make [83] make,mas Top Word Pairs in Tweet in G10:
[9] в,україні [8] format_ppe,а [7] format_ppe,не [6] фон,дер [6] спонсором,тероризму [6] населених,пунктів [6] про,підозру [6] і,в [6] europeanpravda,format_ppe [6] goshersky,format_ppe Top Replied-To in Entire Graph:
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: