The graph represents a network of 1,142 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 15:13 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 27-minute period from Sunday, 10 January 2021 at 14:40 UTC to Monday, 18 January 2021 at 15:07 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 : 1142
Unique Edges : 1199
Edges With Duplicates : 874
Total Edges : 2073
Number of Edge Types : 5
Tweet : 587
Retweet : 883
MentionsInRetweet : 234
Mentions : 343
Replies to : 26
Self-Loops : 608
Reciprocated Vertex Pair Ratio : 0.0088339222614841
Reciprocated Edge Ratio : 0.0175131348511384
Connected Components : 282
Single-Vertex Connected Components : 183
Maximum Vertices in a Connected Component : 598
Maximum Edges in a Connected Component : 1186
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.830929
Graph Density : 0.000876424189307625
Modularity : 0.555237
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 1,142 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 15:13 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 27-minute period from Sunday, 10 January 2021 at 14:40 UTC to Monday, 18 January 2021 at 15:07 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:
[139] #naturephotography,#nature [132] #natgeo,#natgeophotos [130] #nature,#natgeo [120] #beautiful,#photography [114] #nature,#beautiful [105] #natgeo,#natgeowild [92] #canonfavpic,#canon [91] #wildlife,#nature [91] #photography,#thephotohour [91] #turki_pics,#canonfavpic Top Word Pairs in Tweet in G1:
[7] #natgeo,#nationalgeographic [7] national,geographic [6] #nature,#naturephotography [6] #natgeo,#natgeotravel [6] #nature,#natgeo [5] #natgeo,#nature [5] #natgeoyourshot,#natgeo [5] #natgeo,#naturephotography [5] #photo,#photography [5] #natgeo,#travel Top Word Pairs in Tweet in G2:
[128] #natgeo,#natgeophotos [117] #beautiful,#photography [110] #nature,#beautiful [88] #photography,#thephotohour [60] #photography,#nikonusa [56] #thephotohour,#nikonusa [54] #natgeo,#500pxrtg [54] #500pxrtg,#natgeophotos [53] #nature,#photography [52] #500pxrtg,#photography Top Word Pairs in Tweet in G3:
[21] #traveltips,#travelinspiration [21] #travelinspiration,#travelguide [21] #lonelyplanet,#natgeo [20] #travel,#traveltips [20] #travelguide,#budget [20] #budget,#budgettravel [19] #lp,#lppathfinder [19] #lppathfinder,#lonelyplanet [18] #budgettravel,#budgettips [18] #budgettips,#lp Top Word Pairs in Tweet in G4:
[72] #wildlife,#nature [63] #natgeo,#cangeo [47] #cangeo,#bbcearth [39] jan,2021 [32] #nature,#vancouverbirds [30] january,2021 [29] #bbcearth,#oneplanet [27] surrey,bc [27] boundary,bay [25] #exploredelta,#natgeo Top Word Pairs in Tweet in G5:
[84] #naturephotography,#nature [83] #turki_pics,#canonfavpic [83] #canonfavpic,#canon [83] #canon,#naturephotography [83] #nature,#natgeo [83] #natgeo,#natgeowild [83] #natgeowild,#photooftheday [83] #photooftheday,#wildlife [83] #wildlife,#nationalgeographic [83] #japan,#china Top Word Pairs in Tweet in G6:
[12] #picoftheday,#photooftheday [12] #photooftheday,#hamont [12] #hamont,#burlon [12] #burlon,#p365 [12] #p365,#photo [12] #pod,#500px [12] #500px,#eyeem [12] #eyeem,#natgeo [12] #natgeo,#nature [11] #photo,#birdwatching Top Word Pairs in Tweet in G7:
[47] think,nature [47] nature,isn [47] isn,exciting [47] exciting,try [47] try,telling [47] telling,folks [47] folks,sound [47] sound,#nature [47] #nature,#wildlife [47] #wildlife,#naturephotography Top Word Pairs in Tweet in G8:
[35] #tbt,#türkiye [35] #türkiye,#mersin [35] #mersin,#tarsusctiy [35] #tarsusctiy,#deaf [35] #deaf,#sağır [35] #sağır,#travel [35] #travel,#photo [35] #photo,#naturephotography [35] #naturephotography,#follow [35] #follow,#talent Top Word Pairs in Tweet in G9:
[90] #tokyocameraclub,#natgeo [88] #photo_travelers,#photo_shorttrip [82] #fujifilm,#tokyocameraclub [78] #natgeo,#photo_travelers [52] #photo_shorttrip,#xt3 [37] #xt3,#xf1855 [35] #富士山,#nationalparksjp [35] #nationalparksjp,#富士箱根伊豆国立公園 [35] #富士箱根伊豆国立公園,#過去pic [33] #photo_shorttrip,#xt2 Top Word Pairs in Tweet in G10:
[39] #natgeo,#instatravel [35] #instatravel,#igtravel [30] #igtravel,#vacation [23] #vacation,#onedestination [22] #onedestination,#instatraveling [16] #travelling,#fun [16] #fun,#solotravel [15] #instatraveling,#travelling [14] #solotravel,#travel [13] #travel,#holiday Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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: