The graph represents a network of 10,073 Twitter users whose recent tweets contained "#vacation", 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, 19 August 2021 at 09:29 UTC.
The tweets in the network were tweeted over the 8-day, 10-hour, 4-minute period from Tuesday, 10 August 2021 at 22:01 UTC to Thursday, 19 August 2021 at 08:05 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 : 10073
Unique Edges : 10199
Edges With Duplicates : 11134
Total Edges : 21333
Number of Edge Types : 5
Retweet : 7989
Tweet : 9165
MentionsInRetweet : 2236
Mentions : 1698
Replies to : 245
Self-Loops : 9757
Reciprocated Vertex Pair Ratio : 0.0113036925395629
Reciprocated Edge Ratio : 0.022354694485842
Connected Components : 4151
Single-Vertex Connected Components : 3166
Maximum Vertices in a Connected Component : 3640
Maximum Edges in a Connected Component : 11850
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.843158
Graph Density : 7.93650355581381E-05
Modularity : 0.457991
NodeXL Version : 1.0.1.445
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260525
Data Import : The graph represents a network of 10,073 Twitter users whose recent tweets contained "#vacation", 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, 19 August 2021 at 09:29 UTC.
The tweets in the network were tweeted over the 8-day, 10-hour, 4-minute period from Tuesday, 10 August 2021 at 22:01 UTC to Thursday, 19 August 2021 at 08:05 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 : #vacation
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:
[1895] #travel,#vacation [1126] #vacation,#travel [1083] compare,best [1081] best,prices [1075] #deals,compare [894] #vacation,#holiday [865] retweet,follow [865] follow,enter [865] enter,monthly [865] monthly,#vintage Top Word Pairs in Tweet in G1:
[318] #travel,#vacation [131] #summer,#vacation [130] #holiday,#vacation [129] #vacation,#travel [113] #vacation,#holiday [74] #vacation,#summer [70] thing,#vacation [67] favorite,thing [67] #vacation,enjoy [67] enjoy,national Top Word Pairs in Tweet in G2:
[657] #vacation,#travel [580] #resort,#airfare [580] compare,best [580] best,prices [580] prices,#shoppingonline [580] #shoppingonline,#vacation [580] #digitalmarketing,#cheapflights [574] #airfare,#deals [574] #deals,compare [573] #cheapflights,#specials Top Word Pairs in Tweet in G3:
[463] megan,stanford [430] #ocean,#saltlife [357] #cozy,#beach [357] #beach,#mystery [357] #read,#books [355] stanford,returns [355] returns,home [355] home,find [355] neglect,dead [355] dead,body Top Word Pairs in Tweet in G4:
[350] mahesh,babu [350] babu,goa [350] goa,family [350] family,#siima [350] #siima,#maheshbabu [350] #maheshbabu,#goa [350] #goa,#family [350] #family,#vacation [350] #vacation,#sarkaaruvaaripaata [350] #sarkaaruvaaripaata,#latest Top Word Pairs in Tweet in G5:
[222] #igaming,#casino [222] #travel,#wanderlust [222] #wanderlust,#vacation [221] #fun,#igaming [220] #vacation,#fun [219] travalacom,#travel [215] playing,fun [215] fun,casino [215] book,adventures [214] next,best Top Word Pairs in Tweet in G6:
[636] #travel,#vacation [510] #vacation,#expedia [510] #priceline,#kayak [510] #kayak,#travelocity [510] #travelocity,#orbitz [510] #orbitz,#trivago [510] #trivago,#tripadvisor [502] #expedia,#agoda [502] #agoda,#priceline [501] #deals,compare Top Word Pairs in Tweet in G7:
[358] #summer,#vacation [352] tag,chance [352] chance,win [352] win,#swag [339] #swag,#couponcode [283] #fishing,#diving [201] #beach,#ocean [144] #ocean,#fishing [141] #salty,#beach [136] #salty,#saltlife Top Word Pairs in Tweet in G8:
[377] #,#travel [377] #travel,# [377] #,#vacation [377] #vacation,# [377] #,#nature [62] #travel,#vacation [49] piran,#slovenia [49] prettiest,town [49] #ifeelslovenia,#travel [49] #vacation,#summer Top Word Pairs in Tweet in G9:
[119] lazy,energy [119] energy,saving [119] saving,mode [119] mode,#vacation [119] #vacation,#em [65] #griechenland,#grekland [56] #holidays,#summer [40] #grecia,#grece [40] #grece,#griechenland [38] #grece,#grecia Top Word Pairs in Tweet in G10:
[100] sets,internet [97] #beach,#vacation [95] rubina,dilaik [95] dilaik,sets [95] internet,fire [95] fire,black [95] black,swimsuit [95] swimsuit,enjoys [95] enjoys,beach [95] beach,days 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 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 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: