The graph represents a network of 4,858 Twitter users whose recent tweets contained "ravenscimaven", 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 Monday, 21 June 2021 at 19:10 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 12-minute period from Sunday, 13 June 2021 at 14:37 UTC to Monday, 21 June 2021 at 18:50 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 : 4858
Unique Edges : 6841
Edges With Duplicates : 4349
Total Edges : 11190
Number of Edge Types : 5
Retweet : 2397
Replies to : 4563
Tweet : 682
Mentions : 2401
MentionsInRetweet : 1147
Self-Loops : 717
Reciprocated Vertex Pair Ratio : 0.0688004376966215
Reciprocated Edge Ratio : 0.128743281289992
Connected Components : 214
Single-Vertex Connected Components : 190
Maximum Vertices in a Connected Component : 4614
Maximum Edges in a Connected Component : 10946
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.195255
Graph Density : 0.00033116756358235
Modularity : 0.408518
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,858 Twitter users whose recent tweets contained "ravenscimaven", 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 Monday, 21 June 2021 at 19:10 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 12-minute period from Sunday, 13 June 2021 at 14:37 UTC to Monday, 21 June 2021 at 18:50 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 : ravenscimaven
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:
[315] photo,job [311] scientist,looks [299] happy,birthday [257] dr,raven [181] ravenscimaven,happy [144] science,maven [139] raven,science [125] love,love [119] spacecadetshep,ravenscimaven [108] social,media Top Word Pairs in Tweet in G1:
[280] photo,job [256] scientist,looks [208] happy,birthday [142] ravenscimaven,happy [122] love,love [94] dr,raven [88] views,going [88] going,jay [86] over,million [86] million,views Top Word Pairs in Tweet in G2:
[48] magazine,cover [46] first,magazine [46] cover,reinventedmag [35] ravenscimaven,reinventedmag [32] learn,more [27] theblerdgurl,drrubidium [27] drrubidium,_adverbia [27] _adverbia,dnlee5 [25] science,geeks [25] geeks,comic Top Word Pairs in Tweet in G3:
[3] dihydrogen,monoxide [2] love,much [2] birds,words [2] favorite,things [2] people,love [2] dr,raven [2] going,back [2] whole,thread [2] need,more [2] car,salesman Top Word Pairs in Tweet in G4:
[29] going,baby [29] baby,photos [29] photos,found [29] found,casual [29] casual,picture [29] picture,grandma [29] grandma,buddied [29] buddied,hillary [29] hillary,clinton [29] clinton,hillaryclinton Top Word Pairs in Tweet in G5:
[90] dr,raven [83] raven,science [83] science,maven [80] meet,dr [80] maven,today's [80] today's,#womenintheworld [80] #womenintheworld,segment [80] segment,introducing [80] introducing,molecular [80] molecular,biologist Top Word Pairs in Tweet in G6:
[114] spacecadetshep,ravenscimaven [76] ravenscimaven,exactly [75] exactly,people [75] people,assuming [75] assuming,creature [75] creature,smiling [75] smiling,laughing [75] laughing,applying [75] applying,human [75] human,qualities Top Word Pairs in Tweet in G7:
[19] gabefilippelli,ravenscimaven [13] jshuckelberry,ravenscimaven [9] ravenscimaven,y'all [9] y'all,many [9] many,good [9] good,ones [9] ones,first [9] first,needed [9] needed,dig [9] dig,answer Top Word Pairs in Tweet in G8:
[48] ravenscimaven,mrsciencemaven [33] happy,birthday [29] mrsciencemaven,happy [10] dr,raven [8] dr,birthday [8] birthday,dr [6] birthday,woman [5] wine,dine [5] dine,dr [5] woman,mrsciencemaven Top Word Pairs in Tweet in G9:
[9] tv,show [8] ravenscimaven,ashleygwinter [8] please,someone [8] someone,give [8] give,woman [8] woman,tv [7] _nancymd,ortho_pa [7] ortho_pa,speakuportho [6] book_historia,ravenscimaven [6] mymomthesurgeon,naanderthaal Top Word Pairs in Tweet in G10:
[61] thephysicsgirl,ravenscimaven [18] dihydrogen,monoxide [10] afro_herper,ravenscimaven [10] ravenscimaven,morganstateu [9] alovelytoy,blackinxnetwork [9] blackinxnetwork,ravenscimaven [8] josgagne,ravenscimaven [6] ravenscimaven,dihydrogen [5] drcoles6,ravenscimaven [5] olafdoschke,thephysicsgirl Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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 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: