The graph represents a network of 1,085 Twitter users whose recent tweets contained ""network analysis"", 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 Tuesday, 21 June 2022 at 08:32 UTC.
The tweets in the network were tweeted over the 9-day, 11-hour, 22-minute period from Saturday, 11 June 2022 at 20:46 UTC to Tuesday, 21 June 2022 at 08:08 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 : 1085
Unique Edges : 1644
Edges With Duplicates : 146
Total Edges : 1790
Number of Edge Types : 5
Tweet : 219
Mentions : 234
MentionsInRetweet : 687
Retweet : 582
Replies to : 68
Self-Loops : 225
Reciprocated Vertex Pair Ratio : 0.0270087778528022
Reciprocated Edge Ratio : 0.0525969756738988
Connected Components : 279
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 302
Maximum Edges in a Connected Component : 602
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.953085
Graph Density : 0.00129321339296342
Modularity : 0.755855
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,085 Twitter users whose recent tweets contained ""network analysis"", 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 Tuesday, 21 June 2022 at 08:32 UTC.
The tweets in the network were tweeted over the 9-day, 11-hour, 22-minute period from Saturday, 11 June 2022 at 20:46 UTC to Tuesday, 21 June 2022 at 08:08 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 : "network analysis"
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[912] network,analysis [308] semantic,network [302] wednesday,xi [302] xi,putin [302] putin,stressed [302] stressed,mutual [302] mutual,support [302] support,long [302] long,standing [302] standing,pattern Top Word Pairs in Tweet in G1:
[302] wednesday,xi [302] xi,putin [302] putin,stressed [302] stressed,mutual [302] mutual,support [302] support,long [302] long,standing [302] standing,pattern [302] pattern,vincent_wdb [302] vincent_wdb,analyzed Top Word Pairs in Tweet in G2:
[148] network,analysis [38] social,network [12] paper,aimed [12] aimed,address [12] address,behavior [12] behavior,resource [12] resource,part [12] part,social [12] analysis,sna [12] sna,growth Top Word Pairs in Tweet in G3:
[26] network,analysis [24] #callforapplications,summer [24] summer,school [24] school,space [24] space,social [24] social,network [24] analysis,geometric [24] geometric,data [24] data,analysis [24] analysis,tuberlin Top Word Pairs in Tweet in G4:
[18] spatial,data [18] data,science [18] science,network [18] network,analysis [18] analysis,transportation [18] transportation,planning [18] planning,urban_planning Top Word Pairs in Tweet in G5:
[30] microbiome,network [23] network,analysis [15] ggclusternet,package [15] package,microbiome [15] analysis,modularity [15] modularity,based [15] based,multiple [15] multiple,network [15] network,layouts [15] layouts,package Top Word Pairs in Tweet in G6:
[4] #inpst,twitter [4] twitter,network [4] network,analysis [4] analysis,06 [4] 06,03 [4] 03,2021 [4] 2021,sciencecommuni2 [4] sciencecommuni2,dronita_de [4] dronita_de,_inpst [4] _inpst,holistic_hlth Top Word Pairs in Tweet in G7:
[18] network,analysis [9] analysis,twitter [9] #rstats,#python [9] #python,#datascience [7] interested,learning [7] learning,textbook [7] textbook,practical [7] practical,network [7] twitter,data [7] data,sign Top Word Pairs in Tweet in G8:
[21] international,symposium [21] network,analysis [21] analysis,agricultural [20] food,security [18] address,grand [18] grand,challenges [18] challenges,food [16] symposium,network [12] agricultural,system [10] security,june Top Word Pairs in Tweet in G9:
[6] oral,presentation [6] presentation,auriacombem [6] auriacombem,craving [6] craving,centrality [6] centrality,network [6] network,analysis [6] analysis,work [6] work,collaboration [6] collaboration,christophegauld [6] christophegauld,fuschiaserre Top Word Pairs in Tweet in G10:
[7] course,social [7] social,network [7] network,analysis [5] offering,nptelindia [5] nptelindia,course [5] analysis,25 [5] 25,jul [5] jul,course [5] course,page [5] page,course Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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: