The graph represents a network of 8,185 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 Tuesday, 07 December 2021 at 12:28 UTC.
The requested start date was Tuesday, 07 December 2021 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, 2-hour, 34-minute period from Friday, 03 December 2021 at 09:46 UTC to Monday, 06 December 2021 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 : 8185
Unique Edges : 5633
Edges With Duplicates : 12552
Total Edges : 18185
Number of Edge Types : 5
Retweet : 5601
MentionsInRetweet : 8363
Tweet : 1379
Replies to : 1157
Mentions : 1685
Self-Loops : 1412
Reciprocated Vertex Pair Ratio : 0.00779520739101145
Reciprocated Edge Ratio : 0.0154698242933537
Connected Components : 1038
Single-Vertex Connected Components : 344
Maximum Vertices in a Connected Component : 3619
Maximum Edges in a Connected Component : 9914
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.681795
Graph Density : 0.000156331080326587
Modularity : 0.543849
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,185 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 Tuesday, 07 December 2021 at 12:28 UTC.
The requested start date was Tuesday, 07 December 2021 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, 2-hour, 34-minute period from Friday, 03 December 2021 at 09:46 UTC to Monday, 06 December 2021 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:
[1602] menteri,kesihatan [1513] vbritishcoup,goodlawproject [1512] received,threatening [1512] threatening,letters [1512] letters,expensive [1512] expensive,lawyers [1512] lawyers,hired [1511] goodlawproject,received [1511] hired,companies [1511] companies,project Top Word Pairs in Tweet in G1:
[1375] vbritishcoup,goodlawproject [1374] received,threatening [1374] threatening,letters [1374] letters,expensive [1374] expensive,lawyers [1374] lawyers,hired [1373] goodlawproject,received [1373] hired,companies [1373] companies,project [1373] project,revealed Top Word Pairs in Tweet in G2:
[1602] menteri,kesihatan [534] malaysia,sudah [534] sudah,ada [534] ada,menteri [534] kesihatan,penasihat [534] penasihat,khas [534] khas,menteri [534] kesihatan,timbalan [534] timbalan,menteri [534] kesihatan,sekarang Top Word Pairs in Tweet in G3:
[51] ppe,contracts [35] rishi,sunak [35] sunak,taxing [35] taxing,very [35] very,backside [35] backside,invest [35] invest,more [35] more,tackling [35] tackling,climate [35] climate,change Top Word Pairs in Tweet in G4:
[32] patients,dying [28] full,ppe [28] attack,patients [27] heart,attack [26] ppe,time [20] put,full [19] dying,medics [19] medics,put [16] ppe,contracts [15] time,resuscitate Top Word Pairs in Tweet in G5:
[192] nhs,staff [191] xmas,party [191] party,gaslighting [191] gaslighting,govt [191] govt,told [191] told,ppe [191] ppe,shortage [191] shortage,nhs [191] staff,sporting [190] marinapurkiss,xmas Top Word Pairs in Tweet in G6:
[110] matt,hancock [86] jessphillips,matthancock [74] ppe,contracts [69] word,jessphillips [69] jessphillips,absolutely [69] absolutely,eviscerates [69] eviscerates,matt [69] hancock,handing [69] handing,ppe [69] contracts,mates Top Word Pairs in Tweet in G7:
[37] correct,ppe [11] davidkurten,correct [11] ticerichard,correct [10] minimum,n95 [10] respirator,used [10] always,using [10] using,correct [10] markburse,davidkurten [10] markburse,ticerichard [9] n95,respirator Top Word Pairs in Tweet in G8:
[62] sajid,javid [62] javid,acting [62] acting,swiftly [62] swiftly,response [62] response,omicron [62] omicron,variant [62] variant,already [62] already,drawn [62] drawn,list [62] list,vip Top Word Pairs in Tweet in G9:
[152] happy,birthday [152] birthday,mahasha [152] mahasha,rampedi [152] rampedi,one [152] one,unraveled [152] unraveled,ppe [152] ppe,corruption [152] corruption,one [152] one,exposed [152] exposed,sars Top Word Pairs in Tweet in G10:
[138] crisis,leadership [138] leadership,vaccine [138] vaccine,messaging [138] messaging,policing [138] policing,intelligence [138] intelligence,failures [138] failures,few [138] few,zupta [138] zupta,ppe [137] bonglez,crisis 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: