The graph represents a network of 701 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 Saturday, 03 July 2021 at 20:53 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 6-minute period from Friday, 25 June 2021 at 13:25 UTC to Saturday, 03 July 2021 at 17:32 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 : 701
Unique Edges : 1702
Edges With Duplicates : 1129
Total Edges : 2831
Number of Edge Types : 5
Retweet : 766
MentionsInRetweet : 1047
Tweet : 72
Mentions : 823
Replies to : 123
Self-Loops : 78
Reciprocated Vertex Pair Ratio : 0.0828848223896663
Reciprocated Edge Ratio : 0.153081510934394
Connected Components : 21
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 658
Maximum Edges in a Connected Component : 2778
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.790346
Graph Density : 0.00410026492765437
Modularity : 0.430299
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 701 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 Saturday, 03 July 2021 at 20:53 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 6-minute period from Friday, 25 June 2021 at 13:25 UTC to Saturday, 03 July 2021 at 17:32 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:
[207] #igraph,#statnet [207] #statnet,#ndtv [207] #ndtv,#ggraph [207] #ggraph,#visnetwork [205] network,visualization [205] visualization,updated [205] updated,tutorial [205] tutorial,#networks2021 [205] #networks2021,basics [205] basics,interactive Top Word Pairs in Tweet in G1:
[190] network,visualization [190] visualization,updated [190] updated,tutorial [190] tutorial,#networks2021 [190] #networks2021,basics [190] basics,interactive [190] interactive,dynamic [190] dynamic,geographic [190] geographic,networks [190] networks,includes Top Word Pairs in Tweet in G2:
[23] netscisociety,socnetanalysts [20] 00am,edt [17] slides,notebook [17] notebook,networks2021 [17] networks2021,tutorial [17] tutorial,#multiplex [17] #multiplex,#network [17] #network,#analysis [17] #analysis,#python [17] #python,available Top Word Pairs in Tweet in G3:
[48] #wins2021,networks2021 [46] #wins2021,#networks2021 [34] satellite,networks2021 [30] higher,order [25] network,science [23] first,day [22] day,#wins2021 [17] wins_society,satellite [17] #dynamo2021,#networks2021 [16] satellite,#networks2021 Top Word Pairs in Tweet in G4:
[22] computational,social [22] social,science [22] registration,open [21] special,issue [21] five,main [21] main,papers [21] open,free [20] issue,computational [12] publishing,special [12] science,five Top Word Pairs in Tweet in G5:
[13] something,shocking [13] shocking,everything [13] everything,represented [13] represented,modeled [13] modeled,network [13] network,#networks2021 [9] official_syns,aliceschwarze [9] aliceschwarze,suneman [8] hear,more [8] pre,conference Top Word Pairs in Tweet in G6:
[19] networks2021,satellite [18] #prx10years,#prxcomplex [18] #prxcomplex,#networks2021 [14] invited,talk [11] scientific,success [10] satellite,#quantsuccess [10] giving,invited [10] talk,titled [8] quantifying,success [7] graphtool,networks2021 Top Word Pairs in Tweet in G7:
[16] networks2021,satellite [12] networks2021,cnei [12] cnei,satellite [11] complex,networks [11] networks,economics [11] economics,innovation [9] cnei,networks2021 [7] next,networks2021 [7] satellite,estebanmoro [7] estebanmoro,tell Top Word Pairs in Tweet in G8:
[18] #networks2021,help [18] help,update [18] update,list [18] list,network [18] network,science [18] science,centers [18] centers,institutes [18] institutes,know [6] #networks2021,#networkscience [6] #networkscience,training Top Word Pairs in Tweet in G9:
[19] satellite,networks2021 [16] economic,crimes [13] crimes,satellite [10] janos_kertesz,hosting [10] network,approaches [10] approaches,economic [10] first,#netopen21 [10] #netopen21,satellite [10] satellite,happening [10] happening,wednesday Top Word Pairs in Tweet in G10:
[17] satellite,networks2021 [10] networks2021,#networks2021 [8] #netneurosci2021,satellite [6] spornslab,ohbm [6] #network,#neuroscience [5] ready,excited [5] excited,#network [5] #neuroscience,satellite [5] #networks2021,starting [5] starting,tomorrow 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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