The graph represents a network of 8,216 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, 20 December 2021 at 09:48 UTC.
The requested start date was Monday, 20 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 2-day, 4-hour, 11-minute period from Wednesday, 15 December 2021 at 08:08 UTC to Friday, 17 December 2021 at 12:20 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
![](../Images/Image.ashx?graphID=268632&type=b)
Vertices : 8216
Unique Edges : 5220
Edges With Duplicates : 12311
Total Edges : 17531
Number of Edge Types : 5
Retweet : 5412
MentionsInRetweet : 7214
Replies to : 1264
Mentions : 2090
Tweet : 1551
Self-Loops : 1576
Reciprocated Vertex Pair Ratio : 0.0104353325603457
Reciprocated Edge Ratio : 0.020655122052994
Connected Components : 1207
Single-Vertex Connected Components : 399
Maximum Vertices in a Connected Component : 3482
Maximum Edges in a Connected Component : 8554
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.195741
Graph Density : 0.000142026513591342
Modularity : 0.537086
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,216 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, 20 December 2021 at 09:48 UTC.
The requested start date was Monday, 20 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 2-day, 4-hour, 11-minute period from Wednesday, 15 December 2021 at 08:08 UTC to Friday, 17 December 2021 at 12:20 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:
[956] really,quite [956] quite,grim [956] grim,government [956] government,sued [956] sued,over [956] over,vip [956] vip,contracts [956] contracts,bullied [956] bullied,regulator [956] regulator,allow Top Word Pairs in Tweet in G1:
[810] really,quite [810] quite,grim [810] grim,government [810] government,sued [810] sued,over [810] over,vip [810] vip,contracts [810] contracts,bullied [810] bullied,regulator [810] regulator,allow Top Word Pairs in Tweet in G2:
[270] ppe,supplied [237] vip,lane [232] supplied,vip [232] lane,companies [232] companies,repeatedly [232] repeatedly,cleared [232] cleared,use [232] use,dhscgovuk [232] dhscgovuk,overruling [232] overruling,h_s_e's Top Word Pairs in Tweet in G3:
[22] workers,against [21] austrian,health [21] health,care [21] care,workers [21] passports,mandates [21] mandates,throw [21] ppe,outside [20] against,covid [20] covid,passports [20] throw,ppe Top Word Pairs in Tweet in G4:
[262] today,chris [262] chris,whitty [262] whitty,many [262] many,nhs [262] nhs,staff [262] staff,ill [262] ill,shortages [262] shortages,please [262] please,protect [262] protect,hcws Top Word Pairs in Tweet in G5:
[32] ppe,contracts [32] track,trace [22] nursesayno,borisjohnson [22] borisjohnson,gnev2 [22] gnev2,mrtopple [22] mrtopple,gmbnhs [22] gmbnhs,uniteinhealth [22] uniteinhealth,we_ownit [22] we_ownit,keepnhspublic [22] keepnhspublic,nhsmillion Top Word Pairs in Tweet in G6:
[295] ดำค,นใหม [282] #อ,อนแม [281] อนแม,ขอไอ [278] ขอไอ,ดำค [148] black,car [144] perth,black [113] #kdppe,#perthtanapon [91] car,#อ [54] เพ,ร [53] นใหม,perth Top Word Pairs in Tweet in G7:
[145] ppe,ones [145] ones,magnum [145] magnum,ice [145] ice,cream [144] robertmarawa,ppe [46] priorities,country [46] country,bizarre [46] bizarre,ppe [46] ppe,looters [46] looters,walking Top Word Pairs in Tweet in G8:
[32] barry,hunt [31] hunt,president [31] president,cappem2 [31] cappem2,domestic [31] domestic,market [31] market,saturated [31] saturated,cheap [31] cheap,imports [31] imports,masks [31] masks,protective Top Word Pairs in Tweet in G9:
[67] tienen,interesados [67] interesados,enmienda [67] enmienda,presenté [67] presenté,resolución [67] resolución,cuba [67] cuba,exigir [67] exigir,garantías [67] garantías,llegue [66] hermanntertsch,tienen [55] reneweurope,ppe Top Word Pairs in Tweet in G10:
[27] drraghibali,nadhimzahawi [18] given,ppe [17] nadhimzahawi,raghib [17] raghib,doctors [17] doctors,trained [17] trained,given [17] ppe,spend [17] spend,hours [17] hours,poorly [17] poorly,ventilated 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 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: