The graph represents a network of 7,895 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, 31 January 2022 at 09:49 UTC.
The requested start date was Monday, 31 January 2022 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, 3-hour, 4-minute period from Wednesday, 26 January 2022 at 09:16 UTC to Friday, 28 January 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 : 7895
Unique Edges : 4053
Edges With Duplicates : 12327
Total Edges : 16380
Number of Edge Types : 5
Retweet : 5529
MentionsInRetweet : 6598
Mentions : 1649
Replies to : 1177
Tweet : 1427
Self-Loops : 1457
Reciprocated Vertex Pair Ratio : 0.0113609744670883
Reciprocated Edge Ratio : 0.022466705269253
Connected Components : 1069
Single-Vertex Connected Components : 385
Maximum Vertices in a Connected Component : 2787
Maximum Edges in a Connected Component : 5968
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.728475
Graph Density : 0.000138552091334309
Modularity : 0.526898
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,895 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, 31 January 2022 at 09:49 UTC.
The requested start date was Monday, 31 January 2022 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, 3-hour, 4-minute period from Wednesday, 26 January 2022 at 09:16 UTC to Friday, 28 January 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:
[703] unusable,ppe [695] government,wasted [694] wasted,437 [694] 437,million [694] million,money [694] money,unusable [694] ppe,three [694] three,vip [694] vip,suppliers [693] revealed,government Top Word Pairs in Tweet in G1:
[644] unusable,ppe [642] revealed,government [642] government,wasted [642] wasted,437 [642] 437,million [642] million,money [642] money,unusable [642] ppe,three [642] three,vip [642] vip,suppliers Top Word Pairs in Tweet in G2:
[308] nomvula,mokonyane [279] former,minister [279] minister,nomvula [279] mokonyane,fingered [279] fingered,links [279] links,ppe [279] ppe,irregularities [279] irregularities,paid [279] paid,relatives [279] relatives,r1 Top Word Pairs in Tweet in G3:
[75] ppe,contracts [54] track,trace [28] dodgy,ppe [26] mrmkimber,kayburley [25] test,trace [19] robbed,bank [17] trace,system [15] useless,ppe [13] vip,lane [13] excess,deaths Top Word Pairs in Tweet in G4:
[400] 狩猟銃で銃殺された鈴木先生は在宅医療に真摯に向き合うアツい人格者でした,自宅療養covid19患者をフルppeで廻って積み重なる疲弊もエグかったと思います [400] 自宅療養covid19患者をフルppeで廻って積み重なる疲弊もエグかったと思います,ただ [400] ただ,医者が撃たれる時代 [400] 医者が撃たれる時代,です [400] です,サービス業としての医療ってそろそろ限界じゃないすか [399] krow_dr_,狩猟銃で銃殺された鈴木先生は在宅医療に真摯に向き合うアツい人格者でした [2] next,generation [2] generation,standard [2] standard,precaution [2] precaution,防弾チョッキ Top Word Pairs in Tweet in G5:
[29] ppe,contracts [16] full,ppe [14] plastic,ppe [12] test,trace [11] ppe,tenders [11] hamilton,ndlovu [10] covid,19 [10] ppe,recycled [10] recycled,waste [10] waste,reduction Top Word Pairs in Tweet in G6:
[325] 170k,covid [325] covid,deaths [325] deaths,greatest [325] greatest,economic [325] economic,hit [325] hit,g7 [325] g7,1000s [325] 1000s,abandoned [325] abandoned,die [325] die,care Top Word Pairs in Tweet in G7:
[284] special,investigating [284] investigating,unit [258] two,sons [254] ace,magashule's [254] magashule's,two [254] sons,cleared [254] cleared,wrongdoing [254] wrongdoing,special [254] unit,following [254] following,probe Top Word Pairs in Tweet in G8:
[161] 3billion,vanished [161] vanished,37billion [161] 37billion,disappeared [161] disappeared,priti [161] priti,patel [161] patel,340 [161] 340,000 [161] 000,settlement [161] settlement,johnson [161] johnson,spent Top Word Pairs in Tweet in G9:
[418] ร,ว [398] ว,าก [390] าก,ร [384] ร,กม [379] กม,ง [350] #บอกโลกให,ร [302] วว,นน [267] #บอกโลกฉายแล,วว [158] ง,#telltheworldiloveyou [138] #perthtanapon,#kdppe Top Word Pairs in Tweet in G10:
[136] boris,johnson [135] johnson,big [135] big,decisions [135] decisions,right [135] right,originally [135] originally,wanted [135] wanted,take [135] take,covid [135] covid,chin [135] chin,lockdown 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 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: