The graph represents a network of 8,430 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, 13 September 2021 at 08:45 UTC.
The requested start date was Monday, 13 September 2021 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 6-day, 2-hour, 29-minute period from Monday, 06 September 2021 at 09:54 UTC to Sunday, 12 September 2021 at 12:23 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 : 8430
Unique Edges : 5259
Edges With Duplicates : 11665
Total Edges : 16924
Number of Edge Types : 5
Retweet : 5147
MentionsInRetweet : 6476
Replies to : 1419
Tweet : 1626
Mentions : 2256
Self-Loops : 1685
Reciprocated Vertex Pair Ratio : 0.0170212765957447
Reciprocated Edge Ratio : 0.0334728033472803
Connected Components : 1360
Single-Vertex Connected Components : 464
Maximum Vertices in a Connected Component : 2767
Maximum Edges in a Connected Component : 6751
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 9.019051
Graph Density : 0.000131177357952063
Modularity : 0.561126
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 8,430 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, 13 September 2021 at 08:45 UTC.
The requested start date was Monday, 13 September 2021 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 6-day, 2-hour, 29-minute period from Monday, 06 September 2021 at 09:54 UTC to Sunday, 12 September 2021 at 12:23 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:
[929] ˆà,šà [875] ˆà,ˆà [766] ãƒ,ム[742] µà,ˆà [708] ˆà,ƒà [660] šà,žà [609] ˆà,µà [601] ªà,ˆà [484] žà,ˆà [454] ƒà,šà Top Word Pairs in Tweet in G1:
[252] ng,doh [248] local,ppe [248] ppe,manufacturers [247] doh,dbm [246] nakakagalit,ang [246] ang,ginawa [246] ginawa,ng [246] dbm,sa [246] sa,ating [246] ating,mga Top Word Pairs in Tweet in G2:
[47] ãƒ,ム[27] ù,ù [24] ˆà,ˆà [19] full,ppe [18] ø,ù [16] ˆà,šà [14] ªà,ˆà [13] ppe,contracts [13] ù,ø [11] šà,ˆà Top Word Pairs in Tweet in G3:
[82] track,trace [39] ppe,contracts [36] money,tree [35] magic,money [34] billion,magic [30] 37,billion [26] dodgy,ppe [20] transform,old [20] old,ppe [20] ppe,something Top Word Pairs in Tweet in G4:
[507] ˆà,ˆà [330] ˆà,ƒà [266] ƒà,ˆà [237] ˆà,µà [214] µà,ˆà [201] žà,œà [176] šà,ˆà [143] ˆà,žà [142] ˆà,šà [138] ªà,ˆà Top Word Pairs in Tweet in G5:
[53] last,year [52] calm,wards [52] wards,less [52] less,fear [52] fear,anxiety [52] anxiety,staff [52] staff,compared [52] compared,last [52] year,clear [52] clear,staff Top Word Pairs in Tweet in G6:
[172] test,trace [169] ppe,test [168] doors,arenâ [168] arenâ,being [168] being,smashed [168] smashed,down [168] down,records [168] records,seized [168] seized,re [168] re,ppe Top Word Pairs in Tweet in G7:
[264] ppe,corruption [221] corruption,gauteng [182] letâ,stay [182] stay,ppe [182] gauteng,david_makhura [182] david_makhura,give [182] give,names [182] names,companies [182] companies,given [182] given,ppe Top Word Pairs in Tweet in G8:
[202] full,ppe [201] 16,hour [201] hour,shifts [198] icu,nurses [198] nurses,full [198] ppe,working [198] working,16 [198] shifts,tell [198] honourable,duty [198] duty,hold Top Word Pairs in Tweet in G9:
[571] šà,žà [420] ˆà,šà [364] ƒà,šà [305] žà,ˆà [214] šà,œà [209] ªà,ˆà [209] œà,žà [209] žà,œà [209] œà,n95 [209] n95,šà Top Word Pairs in Tweet in G10:
[154] health,minister [154] being,prosecuted [154] prosecuted,endangering [154] endangering,lives [154] lives,others [154] others,failure [154] failure,stop [151] former,health [151] minister,france [151] france,being 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: