The graph represents a network of 7,963 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, 01 July 2022 at 08:16 UTC.
The requested start date was Friday, 01 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, 6-hour, 21-minute period from Tuesday, 28 June 2022 at 06:00 UTC to Thursday, 30 June 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 : 7963
Unique Edges : 4650
Edges With Duplicates : 11961
Total Edges : 16611
Number of Edge Types : 5
Mentions : 1802
Replies to : 1431
Retweet : 5140
MentionsInRetweet : 6528
Tweet : 1710
Self-Loops : 1735
Reciprocated Vertex Pair Ratio : 0.0147512864493997
Reciprocated Edge Ratio : 0.0290736984448952
Connected Components : 1047
Single-Vertex Connected Components : 359
Maximum Vertices in a Connected Component : 3068
Maximum Edges in a Connected Component : 6955
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.954857
Graph Density : 0.000139965350295228
Modularity : 0.536276
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,963 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, 01 July 2022 at 08:16 UTC.
The requested start date was Friday, 01 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, 6-hour, 21-minute period from Tuesday, 28 June 2022 at 06:00 UTC to Thursday, 30 June 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:
[1377] ppe,contracts [760] multi,million [759] ministers,facilitating [759] facilitating,award [759] award,multi [759] million,pound [759] pound,ppe [759] contracts,party [759] party,donors [759] donors,legal Top Word Pairs in Tweet in G1:
[693] ppe,contracts [684] ministers,facilitating [684] facilitating,award [684] award,multi [684] multi,million [684] million,pound [684] pound,ppe [684] contracts,party [684] party,donors [684] donors,legal Top Word Pairs in Tweet in G2:
[602] auditor,general [525] went,achieved [521] wow,auditor [521] general,reports [521] reports,dropped [521] dropped,4b [521] 4b,covid [521] covid,spending [521] spending,ucp [521] ucp,know Top Word Pairs in Tweet in G3:
[523] tender,awarded [460] ppe,tender [393] khusela,diko's [392] r103m,ppe [383] awarded,khusela [383] diko's,relative [373] declared,unlawful [371] relative,declared [369] ewnupdates,r103m [68] declared,invalid Top Word Pairs in Tweet in G4:
[464] ppe,contracts [439] things,legal [439] legal,giving [439] giving,billions [439] billions,mates [439] mates,ppe [439] contracts,breaking [439] breaking,lockdown [439] lockdown,rules [439] rules,lying Top Word Pairs in Tweet in G5:
[15] ช,ด [10] ด,ppe [8] remc,save [8] ordered,pay [8] pay,back [8] ppe,tender [7] full,ppe [7] ppe,contracts [7] personal,protective [7] protective,equipment Top Word Pairs in Tweet in G6:
[65] track,trace [31] ppe,contracts [15] 37,billion [13] day,here's [13] here's,lot [13] lot,including [13] including,bbc [13] bbc,commentary [13] commentary,doing [13] doing,best Top Word Pairs in Tweet in G7:
[117] jamescleverly,christopherhope [117] christopherhope,snb19692 [95] snb19692,anonymous [94] anonymous,sources [94] sources,russian [94] russian,donors [94] donors,reserved [94] reserved,government [93] katewilton1,jamescleverly [55] ppe,contracts Top Word Pairs in Tweet in G8:
[178] actually,don [178] don,subscribe [178] subscribe,term [178] term,food [178] food,desert [178] desert,passive [178] passive,grocery [178] grocery,stores [178] stores,refuse [178] refuse,ppe Top Word Pairs in Tweet in G9:
[12] をフォロー,この投稿をrt [11] 30,木 [10] 木,23 [7] 23,59 [6] lm,フェス開催 [6] ᐟ,ᐟ [6] #懸賞垢さんと繋がりたい,#懸賞仲間募集中 [6] 駅ちか,tv [4] この投稿をrt,締切 [4] より,キャンペーンに当選し Top Word Pairs in Tweet in G10:
[154] ทำไมเร,องด [154] องด,ของเค [154] ของเค,าถ [154] าถ,งไม [154] งไม,ด [154] ด,ง [154] ง,น [154] น,ำท [154] ำท,วมให [154] วมให,เร 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 G9:
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: