The graph represents a network of 7,208 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, 26 November 2022 at 09:23 UTC.
The requested start date was Saturday, 26 November 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 3-day, 5-hour, 28-minute period from Tuesday, 22 November 2022 at 06:53 UTC to Friday, 25 November 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 : 7208
Unique Edges : 5113
Edges With Duplicates : 13221
Total Edges : 18334
Number of Edge Types : 5
Retweet : 5389
MentionsInRetweet : 6702
Tweet : 1955
Replies to : 1490
Mentions : 2798
Self-Loops : 1969
Reciprocated Vertex Pair Ratio : 0.0152885443583118
Reciprocated Edge Ratio : 0.0301166489925769
Connected Components : 924
Single-Vertex Connected Components : 329
Maximum Vertices in a Connected Component : 3532
Maximum Edges in a Connected Component : 10249
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.762183
Graph Density : 0.000181527485840856
Modularity : 0.500121
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,208 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, 26 November 2022 at 09:23 UTC.
The requested start date was Saturday, 26 November 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 3-day, 5-hour, 28-minute period from Tuesday, 22 November 2022 at 06:53 UTC to Friday, 25 November 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:
[1592] michelle,mone [724] tory,peer [668] dido,harding [543] dodgy,ppe [490] johnson's,criminality [490] harding,johnson's [490] scams,furlough [490] coming,along [490] ppe,scams [490] mone,investigation Top Word Pairs in Tweet in G1:
[735] michelle,mone [402] tory,peer [276] peer,michelle [235] ppe,contract [204] unusable,ppe [177] 'vip,lane' [175] 203m,ppe [173] dido,harding [166] money,nhs [159] never,forget Top Word Pairs in Tweet in G2:
[457] michelle,mone [448] dido,harding [444] mone,investigation [444] along,dido [444] coming,along [444] investigation,coming [444] ppe,scams [444] dodgy,ppe [444] harding,johnson's [444] scams,furlough Top Word Pairs in Tweet in G3:
[46] michelle,mone [41] tory,peer [41] public,money [41] peer,michelle [40] mone,reportedly [40] reportedly,pocketed [40] lords,kick [40] kick,parliament [40] 29m,public [40] money,unsafe Top Word Pairs in Tweet in G4:
[391] เพ,ร [325] ร,ธ [260] #perthtanapon,#kdppe [256] ธ,ธนพนธ [242] #gmmtv2023,#gmmtv2023xperth [214] #gmmtv2023xperth,#perthtanapon [202] ธนพนธ,#gmmtv2023 [167] ม,อน [139] ร,ธช [139] ธช,ม Top Word Pairs in Tweet in G5:
[56] gt,gt [37] 11,23 [32] 応募方法,本アカウントのフォロー [32] 本投稿リツイート,いいね [31] 23,水 [30] いいね,応募締切 [28] #毎日応募,gt [28] 抽選で当たるプレゼント,応募方法 [26] 抽選でプレゼント,応募方法 [21] 11,25 Top Word Pairs in Tweet in G6:
[47] michelle,mone [36] vip,lane [30] ppe,disaster [30] galling,examples [30] one,galling [30] examples,corruption [30] waste,british [30] disaster,one [30] british,political [30] corruption,waste Top Word Pairs in Tweet in G7:
[8] ᐟ,ᐟ [8] 11,23 [8] 懸賞仲間さん募集中,懸賞好きさんと繋がりたい [7] 応募方法,フォロー [6] 懸賞好きさんと繋がりたい,懸賞垢さんと繋がりたい [6] をフォロー,この投稿をrt [6] 懸賞仲間募集中,懸賞垢さんと繋がりたい [6] 頂きました,ありがとうございます [6] 25,金 [5] プレゼント,応募方法 Top Word Pairs in Tweet in G8:
[23] ppe,contracts [17] care,homes [15] tory,peer [13] vip,lane [10] world,health [10] dodgy,ppe [10] health,org [9] org,advice [9] michelle,mone [9] taxpayers,money Top Word Pairs in Tweet in G9:
[76] michelle,mone [46] looking,forward [45] public,interest [43] bbcjamescook,reporting [43] leak,scandal [43] faslane,michelle [43] reporting,public [43] interest,stories [43] radiation,leak [43] scandal,faslane Top Word Pairs in Tweet in G10:
[13] mycornerofthew,ppe_sale [10] ediz1975,mycornerofthew [9] ukraine,energy [9] negotiations,migration [9] crisis,universal [9] ppe,procurement [9] universal,charger [9] procurement,vaccines [9] protocol,negotiations [9] migration,crisis Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: