The graph represents a network of 813 Twitter users whose recent tweets contained "networks2021", 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, 05 July 2021 at 18:12 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 31-minute period from Sunday, 27 June 2021 at 18:26 UTC to Monday, 05 July 2021 at 17:58 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 : 813
Unique Edges : 2020
Edges With Duplicates : 1459
Total Edges : 3479
Number of Edge Types : 5
Replies to : 154
Mentions : 979
MentionsInRetweet : 1316
Retweet : 944
Tweet : 86
Self-Loops : 93
Reciprocated Vertex Pair Ratio : 0.085096803241783
Reciprocated Edge Ratio : 0.156846473029046
Connected Components : 26
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 757
Maximum Edges in a Connected Component : 3411
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.809374
Graph Density : 0.0036506522700695
Modularity : 0.403358
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 813 Twitter users whose recent tweets contained "networks2021", 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, 05 July 2021 at 18:12 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 31-minute period from Sunday, 27 June 2021 at 18:26 UTC to Monday, 05 July 2021 at 17:58 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 : networks2021
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:
[218] #igraph,#statnet [218] #statnet,#ndtv [218] #ndtv,#ggraph [218] #ggraph,#visnetwork [209] network,visualization [209] visualization,updated [209] updated,tutorial [209] tutorial,#networks2021 [209] #networks2021,basics [209] basics,interactive Top Word Pairs in Tweet in G1:
[193] network,visualization [193] visualization,updated [193] updated,tutorial [193] tutorial,#networks2021 [193] #networks2021,basics [193] basics,interactive [193] interactive,dynamic [193] dynamic,geographic [193] geographic,networks [193] networks,includes Top Word Pairs in Tweet in G2:
[53] #wins2021,#networks2021 [46] #wins2021,networks2021 [35] satellite,networks2021 [27] #prx10years,#prxcomplex [27] #prxcomplex,#networks2021 [26] first,day [25] network,science [24] day,#wins2021 [22] #networks2021,#wins2021 [22] wins_society,satellite Top Word Pairs in Tweet in G3:
[29] satellite,networks2021 [15] networks2021,#networks2021 [13] slides,notebook [13] notebook,networks2021 [13] networks2021,tutorial [13] tutorial,#multiplex [13] #multiplex,#network [13] #network,#analysis [13] #analysis,#python [13] #python,available Top Word Pairs in Tweet in G4:
[24] registration,open [23] special,issue [23] computational,social [23] social,science [23] five,main [23] main,papers [23] open,free [21] issue,computational [13] publishing,special [13] science,five Top Word Pairs in Tweet in G5:
[25] main,networks2021 [25] networks2021,conference [24] couple,weeks [24] weeks,amazing [24] amazing,pre [24] pre,conference [24] conference,satellites [24] satellites,workshops [24] workshops,events [24] events,tomorrow Top Word Pairs in Tweet in G6:
[15] satellite,networks2021 [12] economic,crimes [10] join,networks2021 [8] policy,research [8] crimes,satellite [6] janos_kertesz,hosting [6] network,approaches [6] approaches,economic [6] networks2021,parallel [6] parallel,session Top Word Pairs in Tweet in G7:
[26] #networks2021,help [26] help,update [26] update,list [26] list,network [26] network,science [26] science,centers [26] centers,institutes [26] institutes,know [7] #networks2021,#networkscience [7] #networkscience,training Top Word Pairs in Tweet in G8:
[15] networks2021,satellite [11] networks2021,cnei [11] cnei,satellite [11] complex,networks [11] networks,economics [11] economics,innovation [9] cnei,networks2021 [7] upcoming,cnei [7] satellite,digeconlab [7] digeconlab,invasion Top Word Pairs in Tweet in G9:
[19] higher,order [10] order,interactions [7] sunhanlin151,all_are [7] all_are,gin_bianconi [6] satellite,networks2021 [6] immune,systems [6] systems,complex [6] complex,epidemic [6] epidemic,models [6] models,assume Top Word Pairs in Tweet in G10:
[8] first,#netopen21 [8] #netopen21,satellite [8] satellite,happening [8] happening,wednesday [8] wednesday,30th [8] 30th,june [8] june,networks2021 [8] networks2021,30am [8] 30am,30pm [8] 30pm,cet Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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