The graph represents a network of 15,735 Twitter users whose recent tweets contained "NatGeo", 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, 18 January 2021 at 21:41 UTC.
The tweets in the network were tweeted over the 2-day, 12-hour, 14-minute period from Saturday, 16 January 2021 at 08:18 UTC to Monday, 18 January 2021 at 20:33 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 : 15735
Unique Edges : 19483
Edges With Duplicates : 8744
Total Edges : 28227
Number of Edge Types : 5
Retweet : 13466
Replies to : 2499
Mentions : 6050
Tweet : 1965
MentionsInRetweet : 4247
Self-Loops : 2031
Reciprocated Vertex Pair Ratio : 0.0134283900581083
Reciprocated Edge Ratio : 0.0265009154861713
Connected Components : 1432
Single-Vertex Connected Components : 1028
Maximum Vertices in a Connected Component : 13398
Maximum Edges in a Connected Component : 25620
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.901619
Graph Density : 8.38293153709011E-05
Modularity : 0.545042
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 15,735 Twitter users whose recent tweets contained "NatGeo", 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, 18 January 2021 at 21:41 UTC.
The tweets in the network were tweeted over the 2-day, 12-hour, 14-minute period from Saturday, 16 January 2021 at 08:18 UTC to Monday, 18 January 2021 at 20:33 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 : NatGeo
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:
[1660] wish,fly [1660] more,20 [1660] 20,years [1659] fly,man's [1659] man's,doing [1659] doing,more [1247] nepali,climbers [1228] world,second [1226] climbers,reached [1226] summit,k2 Top Word Pairs in Tweet in G1:
[1619] wish,fly [1619] more,20 [1619] 20,years [1618] fly,man's [1618] man's,doing [1618] doing,more [1148] nepali,climbers [1144] world,second [1144] historic,first [1143] summit,k2 Top Word Pairs in Tweet in G2:
[333] 絶滅オオカミ,ダイアウルフ [333] ダイアウルフ,実はオオカミと遠縁だった [331] 実はオオカミと遠縁だった,形が似ていることからオオカミに近いと考えられてきた絶滅動物ダイアウルフ [331] 形が似ていることからオオカミに近いと考えられてきた絶滅動物ダイアウルフ,恐ろしいオオカミの意 [331] 恐ろしいオオカミの意,dnaを調べた結果 [331] dnaを調べた結果,遠縁であることがわかりました [331] 遠縁であることがわかりました,#ナショジオ [314] 米議会乱入,暴徒のタトゥーや旗は何を意味するのか [259] 暴徒のタトゥーや旗は何を意味するのか,バイキング [259] バイキング,独立戦争 Top Word Pairs in Tweet in G3:
[63] 米議会乱入,暴徒のタトゥーや旗は何を意味するのか [38] 絶滅オオカミ,ダイアウルフ [37] ダイアウルフ,実はオオカミと遠縁だった [29] 暴徒のタトゥーや旗は何を意味するのか,ナショナルジオグラフィック日本版サイト [20] natgeo,wild [15] 実はオオカミと遠縁だった,ナショナルジオグラフィック日本版サイト [15] national,geographic [15] タイの村の小さな魚類保護区,4半世紀で淡水魚が回復 [13] アーサー王生誕の地,に要塞跡 [13] に要塞跡,英 Top Word Pairs in Tweet in G4:
[100] take,look [94] january,13 [94] 13,2021 [94] 2021,marked [94] marked,national [94] national,geographic's [94] geographic's,133rd [94] 133rd,birthday [94] birthday,take [94] look,back Top Word Pairs in Tweet in G5:
[71] natgeo,natgeophotos [52] naturein_focus,avibase [47] natgeo,ngtindia [45] nature_macro,macrohour [43] todaysbird,natgeo [43] avibase,sanctuaryasia [43] sanctuaryasia,canon_india [43] canon_india,wwfindia [43] wwfindia,wildlifemag [43] wildlifemag,wti_org_india Top Word Pairs in Tweet in G6:
[399] 250,millones [398] dentro,250 [397] nueva,#pangea [396] modelos,deriva [396] deriva,continental [396] continental,natgeo [396] natgeo,continentes [396] continentes,unirán [396] unirán,nueva [396] #pangea,dentro Top Word Pairs in Tweet in G7:
[60] natgeo,insidenatgeo [54] insidenatgeo,outofedenwalk [52] years,ago [52] ago,began [52] began,walking [52] walking,africa [52] africa,south [52] south,america [52] america,stumbled [52] stumbled,world Top Word Pairs in Tweet in G8:
[13] journalism,jobs [13] jobs,another [13] another,327 [13] 327,full [13] full,time [13] time,part [13] part,time [13] time,internships [13] internships,uk [13] uk,canada Top Word Pairs in Tweet in G9:
[18] bears,ears [18] ears,grand [18] grand,staircase [18] staircase,escalante [15] today,team [15] team,10 [15] 10,nepali [15] nepali,climbers [15] climbers,reached [15] summit,k2 Top Word Pairs in Tweet in G10:
[128] joaquimcampa,one [128] one,natgeo [128] natgeo,photog [128] photog,brian [128] brian,moghari [128] moghari,coyotes [128] coyotes,wildlifewest [128] wildlifewest,nm [6] natgeo,photographer [6] photographer,joelsartore 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 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 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: