The graph represents a network of 8,879 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, 28 November 2020 at 09:23 UTC.
The requested start date was Saturday, 28 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, 21-hour, 31-minute period from Wednesday, 25 November 2020 at 03:28 UTC to Saturday, 28 November 2020 at 01:00 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 : 8879
Unique Edges : 4339
Edges With Duplicates : 11976
Total Edges : 16315
Number of Edge Types : 5
Tweet : 1211
Retweet : 5632
MentionsInRetweet : 6707
Replies to : 1176
Mentions : 1589
Self-Loops : 1234
Reciprocated Vertex Pair Ratio : 0.00816416593115622
Reciprocated Edge Ratio : 0.0161961041803458
Connected Components : 1223
Single-Vertex Connected Components : 356
Maximum Vertices in a Connected Component : 4493
Maximum Edges in a Connected Component : 9566
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.466073
Graph Density : 0.000115923625993593
Modularity : 0.562116
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 8,879 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, 28 November 2020 at 09:23 UTC.
The requested start date was Saturday, 28 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, 21-hour, 31-minute period from Wednesday, 25 November 2020 at 03:28 UTC to Saturday, 28 November 2020 at 01:00 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:
[1241] americans,behave [1240] urged,americans [1240] behave,responsibly [1240] responsibly,light [1240] light,pandemic [1239] billkristol,today [1217] pandemic,asked [1216] today,trump [1216] trump,urged [1216] asked,congress Top Word Pairs in Tweet in G1:
[1191] urged,americans [1191] americans,behave [1191] behave,responsibly [1191] responsibly,light [1191] light,pandemic [1190] billkristol,today [1168] pandemic,asked [1167] today,trump [1167] trump,urged [1167] asked,congress Top Word Pairs in Tweet in G2:
[486] ummm,embarrassing [486] embarrassing,trump [486] trump,wh [486] wh,delegation [486] delegation,led [486] led,robert [486] robert,brien [486] brien,visits [486] visits,vietnam [486] vietnam,hotel Top Word Pairs in Tweet in G3:
[197] trump,bragged [197] bragged,spent [197] spent,over [197] over,trillion [197] trillion,dollars [197] dollars,military [197] military,last [197] last,three [197] three,years [197] years,tanks Top Word Pairs in Tweet in G4:
[19] covid,19 [13] full,ppe [9] personal,protective [9] protective,equipment [8] क,ट [7] ppe,suits [7] ppe,क [6] macroeconomics,before [6] pm,modi [6] great,contributions Top Word Pairs in Tweet in G5:
[227] doctor,frontlines [227] frontlines,covid19 [227] covid19,pandemic [227] pandemic,concerned [227] concerned,dying [227] dying,due [227] due,lack [227] lack,ppe [227] ppe,etc [227] etc,speak Top Word Pairs in Tweet in G6:
[17] joebiden,please [16] university,chicago [16] chicago,medical [16] medical,center [16] center,rn [16] rn,talisa [16] talisa,hardin [16] hardin,spoke [16] spoke,vice [16] vice,president Top Word Pairs in Tweet in G7:
[42] patel,bullied [42] bullied,civil [42] civil,servants [42] servants,worst [42] worst,jenrick [42] jenrick,saved [42] saved,tory [42] tory,donor [42] donor,40m [42] 40m,planning Top Word Pairs in Tweet in G8:
[12] scientificrealm,realdonaldtrump [11] lillithmind,scientificrealm [10] realdonaldtrump,running [10] running,ppe [10] ppe,hospital [10] hospital,donald [10] donald,trump [10] trump,keeps [10] keeps,talking [10] talking,election Top Word Pairs in Tweet in G9:
[162] 大阪,札幌 [162] 札幌,名古屋市 [162] 名古屋市,東京の順に破断界か [162] 東京の順に破断界か,感染爆発とかで右往左往しているが [162] 感染爆発とかで右往左往しているが,もう制御不能で [162] もう制御不能で,統計も壊れたので破綻は目前と言うか現在進行形 [162] 統計も壊れたので破綻は目前と言うか現在進行形,比較的ひまして居るお医者 [162] 比較的ひまして居るお医者,看護士さんには赤紙来るね [162] 看護士さんには赤紙来るね,しかも無責任な形で [162] しかも無責任な形で,かわいそうに Top Word Pairs in Tweet in G10:
[87] #kdppe,#perthtanapon [30] ว,นน [24] ร,ธ [23] เพ,ร [17] perthppe,#kdppe [16] #บ,นเปรม [15] ไม,ได [15] ร,ว [14] #perthtanapon,#kdppe [13] #perthtanapon,#perthxfantopia2020 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 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: