The graph represents a network of 13,811 Twitter users whose recent tweets contained "#future", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 08 September 2021 at 14:18 UTC.
The tweets in the network were tweeted over the 7-day, 8-hour, 6-minute period from Wednesday, 01 September 2021 at 05:53 UTC to Wednesday, 08 September 2021 at 14:00 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 : 13811
Unique Edges : 22457
Edges With Duplicates : 15274
Total Edges : 37731
Number of Edge Types : 5
Retweet : 10243
Tweet : 6299
MentionsInRetweet : 15629
Mentions : 4541
Replies to : 1019
Self-Loops : 6599
Reciprocated Vertex Pair Ratio : 0.0254923655676035
Reciprocated Edge Ratio : 0.0497173190626214
Connected Components : 3436
Single-Vertex Connected Components : 2109
Maximum Vertices in a Connected Component : 5887
Maximum Edges in a Connected Component : 25927
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.976955
Graph Density : 0.000121485927403835
Modularity : 0.581727
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 13,811 Twitter users whose recent tweets contained "#future", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 08 September 2021 at 14:18 UTC.
The tweets in the network were tweeted over the 7-day, 8-hour, 6-minute period from Wednesday, 01 September 2021 at 05:53 UTC to Wednesday, 08 September 2021 at 14:00 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 : TwitterSearch
Graph Term : #future
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[539] #streetart,#art [473] good,morning [379] #vr,#virtualreality [373] vr,#vr [372] cat,vr [372] stay,tuned [369] wanted,hang [369] hang,cat [369] #virtualreality,#cats [369] #cats,#tech Top Word Pairs in Tweet in G1:
[92] #investment,#investing [85] #future,#investment [81] #futurestrading,#future [72] #stocks,#stockmarket [69] #investing,#trading [68] #invest,#investor [68] #investor,#investors [68] #stockmarket,#trade [68] #trade,#market [63] mini,#futures Top Word Pairs in Tweet in G2:
[277] #analytics,#machinelearning [277] #ml,#tensorflow [270] #machinelearning,#python [270] #python,#iot [270] #tensorflow,#bigdata [270] #cloud,#ai [258] #bigdata,#cloud [258] #ai,#100daysofcode [243] #future,#tech [195] #linux,#serverless Top Word Pairs in Tweet in G3:
[264] #science,#research [245] #success,#facts [216] #innovation,#success [209] #parenting,#leadership [199] #diy,#future [195] #future,#parenting [187] #education,#learning [187] #learning,#diy [180] #kids,#education [171] #facts,#kids Top Word Pairs in Tweet in G4:
[233] make,#luxury [233] #luxury,#lifestyle [233] #lifestyle,#secure [233] #secure,#future [233] #future,#bugg_finance [208] #bugg_finance,#bep20_token [190] buggfinance,elonmusk [184] elonmusk,pushpendrakum [173] pushpendrakum,bitcoin [173] bitcoin,themooncarl Top Word Pairs in Tweet in G5:
[524] #streetart,#art [439] good,morning [343] #art,#goodmorning [317] morning,#streetart [250] #humanity,#hope [246] first,change [246] change,yourself [246] yourself,choose [246] choose,kindness [246] kindness,choose Top Word Pairs in Tweet in G6:
[81] #climatechange,#plantatree [81] #plantatree,#airquality [81] #airquality,#environment [81] #environment,#healthy [81] #healthy,#future [81] #future,#children [44] advisory,moderate [44] moderate,air [44] air,quality [44] quality,acceptable Top Word Pairs in Tweet in G7:
[376] #vr,#virtualreality [369] cat,vr [369] vr,#vr [367] wanted,hang [367] hang,cat [367] #virtualreality,#cats [367] #cats,#tech [367] #tech,#tracker [367] #tracker,#future [14] #immersiveleaks,#future Top Word Pairs in Tweet in G8:
[91] global,crisis [76] rise,challenges [69] #allatra,#creativesociety [67] #creativesociety,#globalcrisis [67] #globalcrisis,#allatraunites [66] affects,everyone [62] crisis,already [62] already,affects [58] online,conference [58] conference,global Top Word Pairs in Tweet in G9:
[272] creality,space [272] space,robotics [272] robotics,program [272] program,official [272] official,announcement [272] announcement,honored [272] honored,part [272] part,project [272] project,programa [272] programa,robótica Top Word Pairs in Tweet in G10:
[243] アニメ20周年記念イベント,#future [218] 詳しくこちら,co [218] co,azom4ume1r [218] azom4ume1r,#テニプリ [146] #future,のグッズが予約販売中 [146] 金,23 [146] 23,59まで [144] この機会をお見逃しなく,詳しくこちら [143] イベントグッズ第二弾,アニメ20周年記念イベント [141] のグッズが予約販売中,第二弾グッズの受付は9月10日 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 G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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 G8:
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: