The graph represents a network of 8,906 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, 11 August 2020 at 22:02 UTC.
The requested start date was Tuesday, 11 August 2020 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 4-day, 7-hour, 53-minute period from Thursday, 06 August 2020 at 06:40 UTC to Monday, 10 August 2020 at 14:34 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 : 8906
Unique Edges : 6447
Edges With Duplicates : 11175
Total Edges : 17622
Number of Edge Types : 5
Retweet : 4687
MentionsInRetweet : 6398
Mentions : 3662
Tweet : 2039
Replies to : 836
Self-Loops : 2091
Reciprocated Vertex Pair Ratio : 0.0117754542686022
Reciprocated Edge Ratio : 0.0232768134844988
Connected Components : 1755
Single-Vertex Connected Components : 956
Maximum Vertices in a Connected Component : 4693
Maximum Edges in a Connected Component : 11439
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.77829
Graph Density : 0.000125674696086507
Modularity : 0.559399
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 8,906 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, 11 August 2020 at 22:02 UTC.
The requested start date was Tuesday, 11 August 2020 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 4-day, 7-hour, 53-minute period from Thursday, 06 August 2020 at 06:40 UTC to Monday, 10 August 2020 at 14:34 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:
[522] ãƒ,ム[423] kelly,loeffler [423] loeffler,richest [423] richest,member [423] member,congress [423] congress,maintains [423] maintains,position [423] position,commodities [423] commodities,future [423] future,trading Top Word Pairs in Tweet in G1:
[282] ãƒ,ム[113] quote,day [110] forbes,quote [106] paultassi,forbes [75] covid,19 [49] surprising,data [49] data,shows [49] shows,comic [49] comic,readers [49] readers,leaving Top Word Pairs in Tweet in G2:
[75] áƒ,რ[47] covid,19 [41] ãƒ,ム[15] #wsj,#nytimes [15] #cnn,#bet [15] #bet,#foxnews [15] #foxnews,#latimes [15] #usatoday,#realdonaldtrump [14] #nytimes,#business [14] #business,#reuters Top Word Pairs in Tweet in G3:
[66] president,realdonaldtrump [64] great,decision [64] decision,president [64] realdonaldtrump,use [64] use,executive [64] executive,orders [64] orders,continue [64] continue,federal [64] federal,unemployment [64] unemployment,supplement Top Word Pairs in Tweet in G4:
[416] kelly,loeffler [416] loeffler,richest [416] richest,member [416] member,congress [416] congress,maintains [416] maintains,position [416] position,commodities [416] commodities,future [416] future,trading [416] trading,commission Top Word Pairs in Tweet in G5:
[38] artificial,intelligence [22] digital,transformation [17] revolution,matter [17] matter,business [15] forbes,#ai [14] intelligence,revolution [14] jimmarous,helene_wpli [13] forbes,forbeseurope [13] brettking,jimmarous [12] danielnewmanuv,forbes Top Word Pairs in Tweet in G6:
[254] done,november [253] kamalaharris,done [15] trump,steals [15] steals,campaign [15] campaign,cash [15] cash,steering [15] steering,re [15] re,election [15] election,events [15] events,towards Top Word Pairs in Tweet in G7:
[343] box,office [285] forbes,ormax [279] ormax,box [279] office,television [279] television,brands [279] brands,google [279] google,youtube [270] youtube,instagram [270] instagram,facebook [270] facebook,twitter Top Word Pairs in Tweet in G8:
[25] trincheras,coronavirus [25] coronavirus,peligrosas [25] peligrosas,mexicanos [25] mexicanos,trabajador [25] trabajador,salud [25] salud,méxico [25] méxico,corre [24] forbes_mexico,trincheras [24] corre,cu [17] mã,xico Top Word Pairs in Tweet in G9:
[52] nearly,half [51] wiped,nearly [51] half,black [51] black,small [51] small,businesses [50] covid,19 [50] 19,crisis [50] crisis,wiped [49] pdacosta,covid [25] loss,staggering Top Word Pairs in Tweet in G10:
[38] journalists,need [20] training,help [20] courses,journalists [18] teaching,two [18] two,epidemiology [18] epidemiology,courses [18] journalists,two [18] two,continents [18] continents,summary [18] summary,piece 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:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: