The graph represents a network of 7,553 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 Saturday, 10 September 2022 at 08:24 UTC.
The requested start date was Saturday, 10 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, 6-hour, 31-minute period from Wednesday, 07 September 2022 at 05:50 UTC to Friday, 09 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 : 7553
Unique Edges : 4988
Edges With Duplicates : 12098
Total Edges : 17086
Number of Edge Types : 5
Tweet : 2275
Replies to : 1617
Retweet : 4911
MentionsInRetweet : 6395
Mentions : 1888
Self-Loops : 2302
Reciprocated Vertex Pair Ratio : 0.0175690211545357
Reciprocated Edge Ratio : 0.0345313601127555
Connected Components : 1163
Single-Vertex Connected Components : 444
Maximum Vertices in a Connected Component : 3077
Maximum Edges in a Connected Component : 7075
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.887684
Graph Density : 0.000149263004710217
Modularity : 0.510287
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,553 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 Saturday, 10 September 2022 at 08:24 UTC.
The requested start date was Saturday, 10 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, 6-hour, 31-minute period from Wednesday, 07 September 2022 at 05:50 UTC to Friday, 09 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:
[648] ppe,contracts [536] amazon,employees [470] billions,lost [466] covid,fraud [466] crony,ppe [465] everything,paid [465] paid,back [465] back,except [465] except,billions [465] lost,covid Top Word Pairs in Tweet in G1:
[32] سبا,زيارات [32] زيارات,منزلية [32] منزلية,و [32] و,فندقية [32] كفاءة,و [32] و,خبرة [32] خبرة,عالية [32] في,الرياض [32] الرياض,جدة [32] جدة,ه Top Word Pairs in Tweet in G2:
[411] everything,paid [411] paid,back [411] back,except [411] except,billions [411] billions,lost [411] lost,covid [411] covid,fraud [411] fraud,wasted [411] wasted,corrupt [411] corrupt,crony Top Word Pairs in Tweet in G3:
[99] energy,companies [86] give,energy [86] companies,give [85] russincheshire,think [85] think,missed [85] missed,crucial [85] crucial,link [85] link,borrow [85] borrow,130bn [85] 130bn,give Top Word Pairs in Tweet in G4:
[312] think,way [312] way,government [312] government,effectively [312] effectively,buying [312] buying,fuel [312] fuel,behalf [312] behalf,expect [312] expect,buy [312] buy,such [311] dminghella,think Top Word Pairs in Tweet in G5:
[534] amazon,employees [268] covid,testing [267] jeff,bezos [267] bezos,amazon [267] employees,covid [267] testing,amazon [267] employees,never [267] never,see [267] see,sister [267] sister,again Top Word Pairs in Tweet in G6:
[408] #perthtanapon,#kdppe [203] เพ,ร [173] #zipxnightper,#nightperstudio [154] #kdppe,#perthtanapon [132] #nightperstudio,#perthtanapon [118] ม,อน [117] ร,ธ [114] #gmmtvsafehousess4d4,#perthtanapon [100] ร,ธช [99] ธช,ม Top Word Pairs in Tweet in G7:
[94] lucrative,contracts [89] absolute,priority [89] priority,inquiry [89] inquiry,vip [89] vip,lists [89] lists,awarded [89] awarded,lucrative [89] contracts,companies [89] companies,experience [88] chrischirp,absolute Top Word Pairs in Tweet in G8:
[13] queen,elizabeth [13] trevor,sinclair [10] elizabeth,ii [10] ppe,contracts [9] lgodfrey30,juliahb1 [9] juliahb1,kemibadenoch [7] liz,truss [7] black,cabs [7] lloydie2323,lgodfrey30 [6] majesty,queen Top Word Pairs in Tweet in G9:
[91] see,morning [91] morning,tories [91] tories,particular [91] particular,jamescleverly [91] jamescleverly,throwing [91] throwing,chaff [91] chaff,cynic [91] cynic,suspect [90] johnwest_jaws,see [30] 04,20 Top Word Pairs in Tweet in G10:
[14] フォロー,rtで [12] をフォロー,このツイートをrt [12] 抽選でプレゼント,応募方法 [10] 応募方法,本アカウントをフォロー [10] 本アカウントをフォロー,本投稿をリツイート [10] 本投稿をリツイート,締切 [10] #シャインマスカット,半額クーポンを当てよう [10] 半額クーポンを当てよう,パリッとはじける旬の果実を味わって [10] パリッとはじける旬の果実を味わって,参加方法 [10] 参加方法,dennys_prをフォロー 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: