The graph represents a network of 8,130 Twitter users whose tweets in the requested range contained "forbes", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 26 October 2021 at 21:32 UTC.
The requested start date was Tuesday, 26 October 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 3-day, 1-hour, 3-minute period from Friday, 22 October 2021 at 06:29 UTC to Monday, 25 October 2021 at 07:33 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 : 8130
Unique Edges : 4375
Edges With Duplicates : 13324
Total Edges : 17699
Number of Edge Types : 5
Retweet : 5281
MentionsInRetweet : 6497
Replies to : 1044
Mentions : 3265
Tweet : 1612
Self-Loops : 1668
Reciprocated Vertex Pair Ratio : 0.015266312337442
Reciprocated Edge Ratio : 0.0300735130318556
Connected Components : 1123
Single-Vertex Connected Components : 556
Maximum Vertices in a Connected Component : 4459
Maximum Edges in a Connected Component : 11168
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.007144
Graph Density : 0.00013584758802441
Modularity : 0.488349
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,130 Twitter users whose tweets in the requested range contained "forbes", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 26 October 2021 at 21:32 UTC.
The requested start date was Tuesday, 26 October 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 3-day, 1-hour, 3-minute period from Friday, 22 October 2021 at 06:29 UTC to Monday, 25 October 2021 at 07:33 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 : forbes
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:
[910] aespa,makes [910] makes,sales [910] sales,history [910] history,america [910] america,first [910] first,collection [910] collection,savage [909] forbes,aespa [749] blackpink,lisa [742] forbes,blackpink Top Word Pairs in Tweet in G1:
[906] aespa,makes [906] makes,sales [906] sales,history [906] history,america [906] america,first [906] first,collection [906] collection,savage [906] forbes,aespa [739] blackpink,lisa [734] forbes,blackpink Top Word Pairs in Tweet in G2:
[41] forbes,japan [26] boycott,boycott [14] property,deep [14] deep,central [14] central,france [14] france,seeks [14] seeks,14 [14] 14,million [13] bucolic,hunting [13] hunting,property Top Word Pairs in Tweet in G3:
[335] forbes,article [236] #seungmin,forbes [235] seungm1ne2,#seungmin [187] featured,forbes [106] musician,landed [106] landed,smash [105] hello,seungmin [105] seungmin,being [105] being,featured [105] forbes,one Top Word Pairs in Tweet in G4:
[41] #digital,#tech [41] #tech,#cloud [41] #datascience,#finserv [32] #ai,#datascience [31] #cloud,#ai [28] artificial,intelligence [25] #machinelearning,#bigdata [23] forbes,read [23] read,more [23] ethics,design Top Word Pairs in Tweet in G5:
[239] forbes,kpop [167] kpop,award [167] award,vote [167] chasim,giveaway [167] giveaway,4000 [167] 4000,chasim [167] chasim,rules [167] rules,follow [167] follow,retweet [165] h3idolchamp,forbes Top Word Pairs in Tweet in G6:
[175] forbes,pop [155] pop,awards [111] #아이돌챔프x포브스,forbes [111] 포브스,선정 [111] 선정,fka [111] fka,2021 [111] 아이돌,인기상의 [111] 인기상의,주인공은 [111] 우승자,트로피 [107] idolchamp1,#아이돌챔프x포브스 Top Word Pairs in Tweet in G7:
[186] 2021,forbes [185] forbes,pop [183] idolchamp,2021 [135] pop,award [135] award,' [135] ',#got7 [135] #got7,' [133] teamgot7vote_th,idolchamp [133] ใช,ได [133] าน,น Top Word Pairs in Tweet in G8:
[7] ocj_rsa,lawsociety_sa [6] the_bookfairies,avfcofficial [6] avfcofficial,frimleyhealth [6] frimleyhealth,camanpour [6] camanpour,cnni [6] cnni,bbcbreaking [6] bbcbreaking,guardiannews [6] guardiannews,precop26ita [6] precop26ita,kikafric [6] cyrilramaphosa,presidencyza Top Word Pairs in Tweet in G9:
[103] forbes,japanが選ぶ [100] generationsfext,#白濱亜嵐 [100] #白濱亜嵐,news [100] news,forbes [100] japanが選ぶ,世界を変える30歳未満 [100] 世界を変える30歳未満,30人に選出されました [100] 30人に選出されました,この後15 [100] この後15,00 [100] 00,授賞式セレモニーです [100] 授賞式セレモニーです,下記リンクからセレモニーが見れるので是非チェックお願い致します Top Word Pairs in Tweet in G10:
[2] tark4real,ingersolrobert [2] ingersolrobert,ccross1776 [2] ccross1776,narvuntien [2] narvuntien,nohijinx [2] nohijinx,rijpew [2] rijpew,mkahn84 [2] mkahn84,chrisbbacon3 [2] chrisbbacon3,asinister [2] asinister,barrtecforever [2] barrtecforever,michael_d_crow Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G8:
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: