The graph represents a network of 8,954 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 April 2021 at 08:21 UTC.
The requested start date was Saturday, 10 April 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 2-day, 2-hour, 5-minute period from Wednesday, 07 April 2021 at 11:27 UTC to Friday, 09 April 2021 at 13:32 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 : 8954
Unique Edges : 5953
Edges With Duplicates : 11963
Total Edges : 17916
Number of Edge Types : 5
Retweet : 4686
MentionsInRetweet : 7215
Tweet : 2013
Replies to : 1438
Mentions : 2564
Self-Loops : 2051
Reciprocated Vertex Pair Ratio : 0.0200063850164946
Reciprocated Edge Ratio : 0.0392279603547209
Connected Components : 1818
Single-Vertex Connected Components : 649
Maximum Vertices in a Connected Component : 1697
Maximum Edges in a Connected Component : 3624
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.332671
Graph Density : 0.000119565653718756
Modularity : 0.557461
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,954 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 April 2021 at 08:21 UTC.
The requested start date was Saturday, 10 April 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 2-day, 2-hour, 5-minute period from Wednesday, 07 April 2021 at 11:27 UTC to Friday, 09 April 2021 at 13:32 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:
[289] much,needed [283] today,seems [283] seems,good [283] good,day [283] day,ontario [283] ontario,government [283] government,announce [283] announce,much [283] needed,#stayathomeorder [283] #stayathomeorder,announce Top Word Pairs in Tweet in G1:
[37] covid,19 [28] health,workers [28] ppe,shortages [26] face,masks [26] admits,ppe [26] death,toll [24] personal,protective [24] fauci,thanks [24] thanks,health [24] workers,sacrifices Top Word Pairs in Tweet in G2:
[279] today,seems [279] seems,good [279] good,day [279] day,ontario [279] ontario,government [279] government,announce [279] announce,much [279] much,needed [279] needed,#stayathomeorder [279] #stayathomeorder,announce Top Word Pairs in Tweet in G3:
[88] #kdppe,#perthtanapon [52] #perthtanapon,#kdppe [49] เพ,ร [39] ร,ธ [26] #โคว,ด [24] ดแท,ก [23] รบกวนต,ดแท [23] ก,#perthtanapon [22] ค,ดถ [21] #kdppe,ตอนตอบคำถามไปด Top Word Pairs in Tweet in G4:
[88] thanks,peter [88] peter,tireless [88] tireless,exposure [88] exposure,endemic [88] endemic,lying [88] lying,borisjohnson [88] borisjohnson,agree [88] agree,shameless [88] shameless,normalisation [88] normalisation,lying Top Word Pairs in Tweet in G5:
[207] needed,ventilators [205] ventilators,#eu [172] europeans,wanted [172] wanted,more [172] more,info [172] info,az [172] az,abused [172] abused,ok [172] ok,uk [172] uk,asks Top Word Pairs in Tweet in G6:
[22] safe,initiative [22] initiative,led [22] led,zero [22] zero,fatality [22] fatality,due [22] due,pesticide [22] pesticide,exposure [22] exposure,#yavatmal [22] #yavatmal,2019 [22] 2019,awareness Top Word Pairs in Tweet in G7:
[266] ability,make [133] start,pandemic [133] pandemic,didn [133] didn,ability [133] make,ppe [133] ppe,lack [133] lack,ability [133] make,vaccines [133] vaccines,used [132] lbobrien,start Top Word Pairs in Tweet in G8:
[132] taking,government [132] government,court [131] big,big [131] big,plans [131] plans,re [131] re,starting [131] starting,taking [131] court,handing [131] handing,significant [131] significant,sums Top Word Pairs in Tweet in G9:
[112] government,gave [112] gave,much [112] much,priority [112] priority,towards [112] towards,reducing [112] reducing,non [112] non,covid [112] covid,treatment [112] treatment,delays [112] delays,creating Top Word Pairs in Tweet in G10:
[15] ppe,contracts [9] care,homes [8] lack,ppe [8] matt,hancock [6] shortage,ppe [6] back,care [5] ppe,shortages [5] track,trace [5] late,lockdown [5] skynews,agneschambre 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: