The graph represents a network of 9,444 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, 20 November 2020 at 09:28 UTC.
The requested start date was Friday, 20 November 2020 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, 2-hour, 16-minute period from Tuesday, 17 November 2020 at 03:20 UTC to Thursday, 19 November 2020 at 05:37 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 : 9444
Unique Edges : 5843
Edges With Duplicates : 11160
Total Edges : 17003
Number of Edge Types : 5
Replies to : 1562
Retweet : 5118
MentionsInRetweet : 6407
Tweet : 1473
Mentions : 2443
Self-Loops : 1518
Reciprocated Vertex Pair Ratio : 0.00796324655436447
Reciprocated Edge Ratio : 0.0158006684898207
Connected Components : 1557
Single-Vertex Connected Components : 526
Maximum Vertices in a Connected Component : 3797
Maximum Edges in a Connected Component : 8740
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.885967
Graph Density : 0.000110709061430712
Modularity : 0.590595
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 9,444 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, 20 November 2020 at 09:28 UTC.
The requested start date was Friday, 20 November 2020 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, 2-hour, 16-minute period from Tuesday, 17 November 2020 at 03:20 UTC to Thursday, 19 November 2020 at 05:37 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:
[648] ถ,งม [644] องการอ,ปกรณ [644] ปกรณ,เหล [644] เหล,าน [644] งม,อ [644] อ,disposible [644] disposible,size [644] size,xl [644] xl,ผ [644] ผ,าก Top Word Pairs in Tweet in G1:
[202] national,audit [200] audit,office [120] ppe,procurement [106] go,between [104] office,report [94] procurement,scandal [85] ppe,contracts [84] report,national [83] paid,21m [80] report,ppe Top Word Pairs in Tweet in G2:
[607] ทางภาค,แพทย [607] แพทย,และพยาบาลต [607] และพยาบาลต,องการอ [607] องการอ,ปกรณ [607] ปกรณ,เหล [607] เหล,าน [607] าน,จำนวนมาก [607] จำนวนมาก,ถ [607] ถ,งม [607] งม,อ Top Word Pairs in Tweet in G3:
[22] covid,19 [15] wearing,ppe [15] suppliers,political [15] political,ties [14] full,ppe [14] ppe,suppliers [14] ties,given [14] given,'high [14] 'high,priority' [14] priority',status Top Word Pairs in Tweet in G4:
[24] realdonaldtrump,justin_hart [17] trump,lost [16] warp,speed [16] lost,coronavirus [16] coronavirus,war [16] war,february [15] president,trump [13] operation,warp [11] ppe,medical [11] february,cases Top Word Pairs in Tweet in G5:
[209] wearing,ppe [209] ppe,care [209] care,collapsed [209] collapsed,arms [209] arms,broken [209] broken,held [209] held,crying [209] crying,full [208] craigbrownmd,wearing [208] full,minu Top Word Pairs in Tweet in G6:
[25] joebiden,small [25] small,biz [25] biz,needs [25] needs,ppp [25] ppp,ppe [24] sruhle,joebiden [9] frontline,workers [9] health,care [9] healthcare,workers [9] slim_reaper2k,joebiden Top Word Pairs in Tweet in G7:
[40] #kdppe,#perthtanapon [17] #perthtanapon,#kdppe [14] าความร,ก [12] #เจ,าความร [12] ก,แปลน [12] แปลน,จ [12] จ,มพ [12] งเอ,ญร [11] เพ,ร [11] #cnblue,#씨엔블루 Top Word Pairs in Tweet in G8:
[56] schools,essential [53] biden,harris [53] harris,advisors [53] advisors,guide [53] guide,things [53] things,covid [53] covid,ideas [53] ideas,schools [53] essential,service [52] apoorva_nyc,biden Top Word Pairs in Tweet in G9:
[101] trump,never [101] never,actually [101] actually,activated [101] activated,defense [101] defense,production [101] production,act [101] act,believe [101] believe,massive [101] massive,cases [101] cases,still Top Word Pairs in Tweet in G10:
[103] instead,spending [103] spending,million [103] million,wisconsin [103] wisconsin,throw [103] throw,black [103] black,voter [103] voter,ballots [103] ballots,trump [103] trump,send [103] send,state Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: