The graph represents a network of 11,936 Twitter users whose recent tweets contained "#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 Thursday, 09 September 2021 at 02:43 UTC.
The tweets in the network were tweeted over the 8-day, 10-hour, 43-minute period from Tuesday, 31 August 2021 at 15:55 UTC to Thursday, 09 September 2021 at 02:38 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 : 11938
Unique Edges : 22070
Edges With Duplicates : 12912
Total Edges : 34982
Number of Edge Types : 5
Retweet : 10183
Replies to : 1578
Mentions : 4312
Tweet : 4087
MentionsInRetweet : 14822
Self-Loops : 4426
Reciprocated Vertex Pair Ratio : 0.0162051805537833
Reciprocated Edge Ratio : 0.0318935208437971
Connected Components : 1863
Single-Vertex Connected Components : 1073
Maximum Vertices in a Connected Component : 5485
Maximum Edges in a Connected Component : 22990
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.724376
Graph Density : 0.000167658562285303
Modularity : 0.660008
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 11,936 Twitter users whose recent tweets contained "#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 Thursday, 09 September 2021 at 02:43 UTC.
The tweets in the network were tweeted over the 8-day, 10-hour, 43-minute period from Tuesday, 31 August 2021 at 15:55 UTC to Thursday, 09 September 2021 at 02:38 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 : #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:
[1278] dss,volunteers [928] saint,dr [919] singh,ji [899] ji,insan [783] #streetart,#art [764] #hope,#humanity [741] #saintgurmeetramrahimsinghjiinsan,#derasachasauda [740] #humanity,#actofkindness [732] #actofkindness,#saintdrmsg [732] #saintdrmsg,#saintgurmeetramrahimsinghjiinsan Top Word Pairs in Tweet in G1:
[1278] dss,volunteers [924] saint,dr [912] singh,ji [895] ji,insan [741] #saintgurmeetramrahimsinghjiinsan,#derasachasauda [740] #humanity,#actofkindness [732] #actofkindness,#saintdrmsg [732] #saintdrmsg,#saintgurmeetramrahimsinghjiinsan [732] #derasachasauda,#welfareworks [621] न,क Top Word Pairs in Tweet in G2:
[203] #humanity,#earth [200] #random,#humanity [200] #earth,#life [200] #life,#unsplash [44] #quran,#quranhour [44] #islam,#muslim [44] #space,#time [38] #time,#humanity [38] #humanity,divisible [38] divisible,#utc Top Word Pairs in Tweet in G3:
[330] #humanrights,#humanity [325] those,talking [325] talking,importance [325] importance,#justice [325] #justice,#humanrights [325] #humanity,leave [325] leave,apeals [325] #standwithiraqirefugees,waited [325] waited,10 [325] 10,years Top Word Pairs in Tweet in G4:
[590] roger,federer [590] federer,spent [590] spent,13 [590] 13,5m [590] 5m,over [590] over,last [590] last,ten [590] ten,years [590] years,build [590] build,80 Top Word Pairs in Tweet in G5:
[30] uomeandd_sarah,safety4sisters [30] womeninthelawuk,pankhurstcentre [30] pankhurstcentre,clairepat [30] clairepat,francescagains [27] anagvillarreal1,alirezakhosh275 [27] francescagains,ukchange [27] ukchange,alinejadmasih [27] alinejadmasih,recusant_raja [27] recusant_raja,marshacollier [27] marshacollier,petejacksongmp Top Word Pairs in Tweet in G6:
[118] riri,happy [118] happy,weekend [118] weekend,those [118] those,spend [118] spend,time [118] time,friends [118] friends,family [118] family,along [118] along,enjoy [118] enjoy,music Top Word Pairs in Tweet in G7:
[743] #streetart,#art [531] good,morning [389] morning,#streetart [349] #art,#goodmorning [270] #hope,#humanity [262] #goodmorning,#humanity [262] #humanity,#hope [253] choose,beauty [250] first,change [250] change,yourself Top Word Pairs in Tweet in G8:
[416] saviour,needs [416] needs,lessons [416] lessons,bhagwat [416] bhagwat,geeta [416] geeta,saved [416] saved,#humanity [12] superpowers,world [12] world,russia [12] russia,israel [12] israel,uae Top Word Pairs in Tweet in G9:
[234] #taiji,dolphin [234] dolphin,slaughter [234] slaughter,begins [234] begins,today [234] today,win [234] win,#olympics [234] #olympics,medal [234] medal,shaming [234] shaming,#humanity [234] #humanity,sign Top Word Pairs in Tweet in G10:
[14] #thetrinityfamily,#humanity [12] க,க [11] #holy,#treasurechesttimepieces [10] #humanity,adgpi [9] life,persistent [9] persistent,urgent [9] urgent,question [9] question,doing [9] doing,others [9] others,#worldhumanitarianday Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: