The graph represents a network of 8,180 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, 31 July 2021 at 08:21 UTC.
The requested start date was Saturday, 31 July 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, 0-hour, 49-minute period from Wednesday, 28 July 2021 at 11:32 UTC to Friday, 30 July 2021 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 : 8180
Unique Edges : 2402
Edges With Duplicates : 13465
Total Edges : 15867
Number of Edge Types : 5
Retweet : 6380
MentionsInRetweet : 6982
Replies to : 586
Mentions : 894
Tweet : 1025
Self-Loops : 1040
Reciprocated Vertex Pair Ratio : 0.00693756194251734
Reciprocated Edge Ratio : 0.0137795275590551
Connected Components : 888
Single-Vertex Connected Components : 276
Maximum Vertices in a Connected Component : 3235
Maximum Edges in a Connected Component : 6945
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.774396
Graph Density : 0.000121487104998758
Modularity : 0.520776
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,180 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, 31 July 2021 at 08:21 UTC.
The requested start date was Saturday, 31 July 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, 0-hour, 49-minute period from Wednesday, 28 July 2021 at 11:32 UTC to Friday, 30 July 2021 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:
[1787] ด,ppe [1398] ช,ด [968] บ,าน [962] พ,ศ [962] ศ,ทธ [861] เม,อไหร [859] #เสร,พ [859] ทธ,ฟาดเต [859] ฟาดเต,มๆ [859] มๆ,#ประย Top Word Pairs in Tweet in G1:
[833] #เสร,พ [833] พ,ศ [833] ศ,ทธ [833] ทธ,ฟาดเต [833] ฟาดเต,มๆ [833] มๆ,#ประย [833] #ประย,ทธ [833] ทธ,อย [833] อย,าทำต [833] าทำต,วเป Top Word Pairs in Tweet in G2:
[502] อยากนำเสนอความล,มเหลวของประเทศและร [502] มเหลวของประเทศและร,ฐบาล [502] ฐบาล,จะไปไกลทำไม [502] จะไปไกลทำไม,ใส [502] ใส,ช [502] ช,ด [502] ด,ppe [502] ppe,แล [502] แล,วเด [502] วเด,นรอบกร Top Word Pairs in Tweet in G3:
[403] ช,ด [403] ด,ppe [402] ไหน,รมต [402] รมต,คนไหน [402] คนไหน,ท [402] ท,บอกจะใส [402] บอกจะใส,ช [402] ppe,ลงพ [402] ลงพ,นท [402] นท,ย Top Word Pairs in Tweet in G4:
[296] persidangan,parlimen [296] parlimen,tahu [296] tahu,pula [296] pula,nak [296] nak,pendekkan [296] pendekkan,nak [296] nak,balik [296] balik,time [296] time,30 [296] 30,petang Top Word Pairs in Tweet in G5:
[24] covid,19 [21] ด,ppe [15] ช,ด [9] type,ppe [9] ppe,used [9] used,each [9] each,situation [9] situation,building [9] building,nightingale [9] nightingale,hospitals Top Word Pairs in Tweet in G6:
[249] ใครม,แหล [249] แหล,งต [249] งต,ดต [249] ดต,อซ [249] อซ,อขาย [249] อขาย,papr [249] papr,ของย [249] ของย,ห [249] ห,อ [249] อ,3m Top Word Pairs in Tweet in G7:
[163] ด,ppe [161] อ,นน [161] นน,คงได [161] คงได,แค [161] แค,เร [161] เร,ยกต [161] ยกต,วมาจ [161] วมาจ,ายค [161] ายค,าปร [161] าปร,บ Top Word Pairs in Tweet in G8:
[135] 正直言って,やはり若者にはタンパク質抗原ワクチンを回したい [135] やはり若者にはタンパク質抗原ワクチンを回したい,科学的に未知のリスクは少ないに越したことはない [135] 科学的に未知のリスクは少ないに越したことはない,それまでは十分なお金とppeと休暇と高性能のネット環境を支給すれば良いではないか [134] bb45_colorado,正直言って [110] そして,僕のキャラ設定から外れるんだけども [110] 僕のキャラ設定から外れるんだけども,今この瞬間も現場の医療従事者は危険なコロナ病棟で [110] 今この瞬間も現場の医療従事者は危険なコロナ病棟で,暑いppeを着て [110] 暑いppeを着て,懸命な治療をしているという事実を言いたい [110] 懸命な治療をしているという事実を言いたい,貴方がtvの前でオリンピックアスリートの努力に涙するのは自由だけれども [109] ramos262740691,そして Top Word Pairs in Tweet in G9:
[204] theo,hero [204] hero,qantas [204] qantas,cleaner [204] cleaner,refused [204] refused,clean [204] clean,covid [204] covid,planes [204] planes,ppe [204] ppe,qantas [204] qantas,outsourced Top Word Pairs in Tweet in G10:
[86] frontline,workers [86] workers,died [86] died,lack [86] lack,proper [86] proper,ppe [86] ppe,tory [86] tory,cronies [86] cronies,milked [86] milked,covid [86] covid,cow Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G7:
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: