The graph represents a network of 8,277 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 Friday, 22 April 2022 at 08:05 UTC.
The requested start date was Friday, 22 April 2022 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, 4-hour, 45-minute period from Tuesday, 19 April 2022 at 07:35 UTC to Thursday, 21 April 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 : 8277
Unique Edges : 6472
Edges With Duplicates : 10515
Total Edges : 16987
Number of Edge Types : 5
Tweet : 1798
Retweet : 4229
MentionsInRetweet : 6425
Replies to : 2174
Mentions : 2361
Self-Loops : 1835
Reciprocated Vertex Pair Ratio : 0.0187002789544374
Reciprocated Edge Ratio : 0.0367139959432049
Connected Components : 1363
Single-Vertex Connected Components : 433
Maximum Vertices in a Connected Component : 2652
Maximum Edges in a Connected Component : 6606
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.215491
Graph Density : 0.000143940656041219
Modularity : 0.580682
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,277 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 Friday, 22 April 2022 at 08:05 UTC.
The requested start date was Friday, 22 April 2022 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, 4-hour, 45-minute period from Tuesday, 19 April 2022 at 07:35 UTC to Thursday, 21 April 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:
[328] medical,professionals [326] 70,medical [326] negros,oriental [326] beneficiaries,ovp's [326] free,ppe [326] ppe,program [325] watch,70 [325] professionals,negros [325] oriental,beneficiaries [325] ovp's,free Top Word Pairs in Tweet in G1:
[16] ppe,contracts [14] full,ppe [11] protective,equipment [10] personal,protective [9] wasted,useless [9] 'could,paid [8] during,pandemic [8] useless,ppe [8] fall,protection [7] officials,admit Top Word Pairs in Tweet in G2:
[76] hello,borisjohnson [76] borisjohnson,sajidjavid [76] sajidjavid,telling [76] telling,people [76] people,live [76] live,covid [76] covid,still [76] still,working [76] working,icu [76] icu,full Top Word Pairs in Tweet in G3:
[325] negros,oriental [324] watch,70 [324] 70,medical [324] medical,professionals [324] professionals,negros [324] oriental,beneficiaries [324] beneficiaries,ovp's [324] ovp's,free [324] free,ppe [324] ppe,program Top Word Pairs in Tweet in G4:
[117] faulty,ppe [116] rishisunak,start [112] mrbenakacj,rishisunak [111] start,taking [111] taking,providers [111] providers,faulty [111] ppe,court [111] court,compensation [111] compensation,recovering [111] recovering,4bn Top Word Pairs in Tweet in G5:
[68] bought,ppe [68] sold,nhs [68] nhs,122million [67] withorpe,bought [67] ppe,china [67] china,43million [67] 43million,sold [67] 122million,79million [67] 79million,profit [66] thelmamcnamara3,withorpe Top Word Pairs in Tweet in G6:
[230] hi,bbcjamescook [230] bbcjamescook,shed [230] shed,light [230] light,fm [230] fm,mask [230] mask,mistake [230] mistake,still [230] still,main [230] main,tv [230] tv,news Top Word Pairs in Tweet in G7:
[39] track,trace [29] lbc,nickferrarilbc [23] ppe,contracts [12] scandals,failures [12] failures,brought [12] brought,down [12] down,tory [12] tory,government [12] government,'partygate' [12] 'partygate',brexit Top Word Pairs in Tweet in G8:
[165] thank,supportive [165] supportive,comments [165] comments,clarify [165] clarify,very [165] very,grateful [165] grateful,work [165] work,facility [164] reynardmuldrake,thank [10] ppe,gear [6] jdfmh1,ocsweetest Top Word Pairs in Tweet in G9:
[44] spinosaurus_21,format_ppe [12] тих,хто [10] mo1uqzeblpgpsu1,format_ppe [9] format_ppe,злочинна [9] злочинна,влада [8] в,україні [8] те,що [8] влада,порохоботів [8] порохоботів,буде [8] буде,ліквідована Top Word Pairs in Tweet in G10:
[15] talktv,juliahb1 [13] ppe,contracts [6] dodgy,ppe [5] ppe,scandal [5] tony,blair [5] breaking,tests [5] tests,reveal [5] reveal,matthancock [5] matthancock,suffering [5] suffering,long Top Replied-To in Entire Graph:
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: