The graph represents a network of 5,727 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 31 December 2020 at 07:36 UTC.
The requested start date was Thursday, 31 December 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 1-hour, 46-minute period from Saturday, 19 December 2020 at 23:13 UTC to Thursday, 31 December 2020 at 01:00 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 : 5727
Unique Edges : 2699
Edges With Duplicates : 11208
Total Edges : 13907
Number of Edge Types : 5
Retweet : 4995
MentionsInRetweet : 5732
Tweet : 1977
Mentions : 878
Replies to : 325
Self-Loops : 2038
Reciprocated Vertex Pair Ratio : 0.0115691706045299
Reciprocated Edge Ratio : 0.0228737113402062
Connected Components : 1115
Single-Vertex Connected Components : 575
Maximum Vertices in a Connected Component : 3039
Maximum Edges in a Connected Component : 10277
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.828038
Graph Density : 0.000189309836957513
Modularity : 0.448403
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,727 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 31 December 2020 at 07:36 UTC.
The requested start date was Thursday, 31 December 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 1-hour, 46-minute period from Saturday, 19 December 2020 at 23:13 UTC to Thursday, 31 December 2020 at 01:00 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 : data visualization
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:
[4641] data,visualization [748] look,back [740] #covid19,distributed [740] distributed,globe [740] globe,look [574] visualization,2017 [573] back,data [572] #vaccines,#covid19 [562] transfers,last [562] last,hour Top Word Pairs in Tweet in G1:
[439] data,visualization [57] best,data [49] projects,2020 [48] visualization,projects [17] visualization,tools [15] analysis,visualization [15] data,analysis [14] covid,19 [13] 2020,flowingdata [12] visualization,tool Top Word Pairs in Tweet in G2:
[1073] data,visualization [343] #python,libraries [280] #datascience,#datavisualization [274] #datavisualization,#machinelearning [273] libraries,#datascience [220] #analytics,#ai [210] #machinelearning,#bigdata [197] data,science [188] #ai,#bigdata [176] turn,cold Top Word Pairs in Tweet in G3:
[517] #covid19,distributed [517] distributed,globe [517] globe,look [517] look,back [517] data,visualization [516] #vaccines,#covid19 [516] back,data [516] visualization,2017 [515] sciencemagazine,#vaccines Top Word Pairs in Tweet in G4:
[508] data,visualization [507] absolutely,fascinating [507] fascinating,data [507] visualization,immigrant [507] immigrant,voting [507] voting,patterns [507] patterns,election [507] election,biden [507] biden,made [507] made,huge Top Word Pairs in Tweet in G5:
[117] yes,time [117] time,year [117] year,6th [117] 6th,edition [117] edition,list [117] list,data [117] data,visualisation [117] visualisation,lists [116] maartenzam,yes [116] lists,ht Top Word Pairs in Tweet in G6:
[203] #covid19,distributed [203] distributed,globe [203] globe,look [203] look,back [203] data,visualization [162] vaccines,#covid19 [162] back,sciencevisuals [162] sciencevisuals,data [161] newsfromscience,vaccines [43] visualization,2017 Top Word Pairs in Tweet in G7:
[554] transfers,last [554] last,hour [554] hour,top [547] dec,2020 [528] 00,gmt [528] gmt,full [528] full,gw [528] gw,data [528] data,table [528] table,gt Top Word Pairs in Tweet in G8:
[145] data,visualization [144] 11,2020 [122] visualization,best [122] best,selling [122] selling,albums [122] albums,under [101] koreansales_twt,data [46] under,cube [46] cube,entertainment [46] entertainment,2009 Top Word Pairs in Tweet in G9:
[92] data,visualization [92] visualization,insights [92] insights,land [92] land,vote [92] vote,people [92] people,#uselection2020 [91] bettinaforget,data Top Word Pairs in Tweet in G10:
[37] data,visualization [8] visualization,tool [6] join,vs [5] #tableau,blend [5] blend,vs [5] vs,join [5] covid,19 [5] data,action [5] action,visiting [5] visiting,data 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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