The graph represents a network of 410 Twitter users whose recent tweets contained "#Future #humanity", 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 Tuesday, 20 July 2021 at 07:02 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 25-minute period from Monday, 12 July 2021 at 02:35 UTC to Tuesday, 20 July 2021 at 06:00 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 : 410
Unique Edges : 415
Edges With Duplicates : 180
Total Edges : 595
Number of Edge Types : 5
Retweet : 402
Tweet : 107
Replies to : 12
MentionsInRetweet : 52
Mentions : 22
Self-Loops : 118
Reciprocated Vertex Pair Ratio : 0.00232558139534884
Reciprocated Edge Ratio : 0.00464037122969838
Connected Components : 33
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 296
Maximum Edges in a Connected Component : 341
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.001039
Graph Density : 0.00257021885622279
Modularity : 0.496998
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 410 Twitter users whose recent tweets contained "#Future #humanity", 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 Tuesday, 20 July 2021 at 07:02 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 25-minute period from Monday, 12 July 2021 at 02:35 UTC to Tuesday, 20 July 2021 at 06:00 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 #humanity
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:
[340] #streetart,#art [332] good,morning [319] #art,#goodmorning [316] first,change [316] change,yourself [316] yourself,choose [316] #goodmorning,#humanity [316] #humanity,#hope [316] #future,#love [316] #love,#rebel Top Word Pairs in Tweet in G1:
[335] #streetart,#art [329] good,morning [316] #art,#goodmorning [313] first,change [313] change,yourself [313] yourself,choose [313] #goodmorning,#humanity [313] #humanity,#hope [313] #future,#love [313] #love,#rebel Top Word Pairs in Tweet in G2:
[6] #podcast,#voiceamerica [6] #voiceamerica,#leadership [6] #leadership,#management [6] #management,#future [6] #future,#change [6] #change,#convergence [6] #convergence,#humanity [6] #humanity,#employees [6] #employees,#teams [2] perhaps,continued Top Word Pairs in Tweet in G3:
[17] today,crises [17] crises,beginning [17] beginning,#humanity [17] #humanity,#survive [17] #survive,impending [17] impending,#changes [17] #changes,join [17] join,international [17] international,online [17] online,conference Top Word Pairs in Tweet in G4:
[7] alert,human [7] human,beings [7] beings,global [7] global,warming [7] warming,future [7] future,disappearing [7] disappearing,great [7] great,example [7] example,understand [7] understand,gretathunberg Top Word Pairs in Tweet in G5:
[59] anti,psychiatry [59] psychiatry,principles [59] principles,unity [59] unity,#humanity [59] #humanity,#humanrights [59] #humanrights,#change [59] #change,#future [59] #future,#unitednations [59] #unitednations,#newnuremburg Top Word Pairs in Tweet in G6:
[2] mrrohan07,drrpnishank [2] drrpnishank,pmoindia [2] pmoindia,advmamtasharma [2] advmamtasharma,nidhitanejaa [2] nidhitanejaa,anubha1812 [2] anubha1812,b'coz [2] b'coz,#cbse [2] #cbse,rip [2] rip,#privatestudents [2] #privatestudents,#humanity Top Word Pairs in Tweet in G7:
[22] part,earth [11] best,way [11] way,lead [11] lead,meaningful [11] meaningful,life [11] life,think [11] think,bigger [11] bigger,thinking [11] thinking,yourself [11] yourself,part Top Word Pairs in Tweet in G8:
[2] improve,#humanity Top Word Pairs in Tweet in G9:
[6] #helping,others [6] others,sign [6] sign,re [6] re,still [6] still,#alive [6] #alive,#humanity [6] #humanity,#humanrights [6] #humanrights,#children [6] #children,#schools [6] #schools,#future Top Word Pairs in Tweet in G10:
[4] top,#mustread [4] #mustread,books [4] books,recommend [4] recommend,summer [4] summer,reading [4] reading,#future [4] #future,#climatechange [4] #climatechange,#humanity [4] #humanity,see [4] see,expanded Top Replied-To in Entire Graph:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G8:
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: