The graph represents a network of 3,912 Twitter users whose tweets in the requested range contained "social network analysis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 November 2019 at 15:39 UTC.
The requested start date was Sunday, 17 November 2019 at 15:37 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 76-day, 2-hour, 17-minute period from Sunday, 01 September 2019 at 15:01 UTC to Saturday, 16 November 2019 at 17:19 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 : 3912
Unique Edges : 4624
Edges With Duplicates : 1957
Total Edges : 6581
Self-Loops : 819
Reciprocated Vertex Pair Ratio : 0.0317534438477703
Reciprocated Edge Ratio : 0.0615523874179679
Connected Components : 696
Single-Vertex Connected Components : 296
Maximum Vertices in a Connected Component : 1378
Maximum Edges in a Connected Component : 3429
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.625024
Graph Density : 0.000288826700842205
Modularity : 0.671298
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,912 Twitter users whose tweets in the requested range contained "social network analysis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 November 2019 at 15:39 UTC.
The requested start date was Sunday, 17 November 2019 at 15:37 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 76-day, 2-hour, 17-minute period from Sunday, 01 September 2019 at 15:01 UTC to Saturday, 16 November 2019 at 17:19 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 : GraphServerTwitterSearch
Graph Term : social 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 Radius : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2418] social,network [1688] network,analysis [633] social,media [501] between,individuals [496] shows,information [496] information,flow [496] flow,between [495] individuals,social [469] analysis,shows [447] network,gerrymandered Top Word Pairs in Tweet in G1:
[332] social,network [329] nature,analysis [329] analysis,shows [329] shows,information [329] information,flow [329] flow,between [329] between,individuals [329] individuals,social [329] network,gerrymandered [328] news,views Top Word Pairs in Tweet in G2:
[287] social,network [217] network,analysis [61] social,media [40] social,networks [40] shows,information [40] information,flow [40] flow,between [40] between,individuals [40] individuals,social [40] skew,perceptions Top Word Pairs in Tweet in G3:
[138] exciting,news [138] news,attending [138] attending,#btsconference [138] #btsconference,officially [138] officially,accepted [138] accepted,present [137] researchbts,exciting [128] present,researc [80] spoiler,alert [80] alert,according Top Word Pairs in Tweet in G4:
[396] social,media [239] taking,place [196] event,taking [192] place,sheffhallamuni [182] social,network [172] network,analysis [156] media,data [108] nodexl,event [105] chance,learn [105] sheffhallamuni,november Top Word Pairs in Tweet in G5:
[65] suicide,accounts [65] accounts,32 [65] 32,deaths [65] deaths,patients [65] patients,epilepsy [65] epilepsy,recent [65] recent,analysis [65] analysis,online [65] online,posts [65] posts,gives Top Word Pairs in Tweet in G6:
[104] free,websites [104] websites,learn [104] learn,following [104] following,ethical [104] ethical,hacking [104] hacking,penetration [104] penetration,testing [104] testing,cryptography [104] cryptography,forensics [104] forensics,social Top Word Pairs in Tweet in G7:
[75] network,analysis [74] ini,artikel [74] artikel,yang [74] yang,memberi [74] memberi,pengantar [74] pengantar,jelas [74] jelas,tentang [74] tentang,social [74] social,network [74] analysis,kebetulan Top Word Pairs in Tweet in G8:
[80] social,network [40] mark,granovetter [40] granovetter,produced [40] produced,exciting [40] exciting,ideas [40] ideas,come [40] come,out [40] out,economic [40] economic,sociology [40] sociology,including Top Word Pairs in Tweet in G9:
[73] network,analysis [65] social,network [10] npc,election [10] election,ballots [6] citation,network [6] di,social [6] last,weekend [6] weekend,lot [6] lot,fun [6] fun,doing Top Word Pairs in Tweet in G10:
[69] great,piece [69] piece,#westpapua [69] #westpapua,social [69] social,media [69] media,pro [69] pro,#indonesia [69] #indonesia,botnets [69] botnets,pushing [69] pushing,propaganda [69] propaganda,conflict Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G8:
Top Replied-To in G9:
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: