The graph represents a network of 6,595 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, 27 January 2022 at 07:37 UTC.
The requested start date was Thursday, 27 January 2022 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 12-day, 8-hour, 57-minute period from Friday, 14 January 2022 at 16:02 UTC to Thursday, 27 January 2022 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 : 6595
Unique Edges : 3506
Edges With Duplicates : 10435
Total Edges : 13941
Number of Edge Types : 5
Replies to : 435
Retweet : 4512
MentionsInRetweet : 5568
Tweet : 2317
Mentions : 1109
Self-Loops : 2383
Reciprocated Vertex Pair Ratio : 0.0183000604960678
Reciprocated Edge Ratio : 0.035942373384821
Connected Components : 1473
Single-Vertex Connected Components : 716
Maximum Vertices in a Connected Component : 2797
Maximum Edges in a Connected Component : 7726
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.518047
Graph Density : 0.000154826348671329
Modularity : 0.501789
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,595 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, 27 January 2022 at 07:37 UTC.
The requested start date was Thursday, 27 January 2022 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 12-day, 8-hour, 57-minute period from Friday, 14 January 2022 at 16:02 UTC to Thursday, 27 January 2022 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:
[3708] data,visualization [562] jan,2022 [560] gt,visualization [559] visualization,gt [559] data,table [558] 00,gmt [558] gmt,full [558] full,gw [558] gw,data [558] table,gt Top Word Pairs in Tweet in G1:
[559] data,visualization [36] data,analysis [31] data,analytics [30] visualization,data [29] visualization,tools [28] visualization,power [27] power,reveal [27] reveal,insights [27] insights,transforming [27] transforming,way Top Word Pairs in Tweet in G2:
[715] data,visualization [235] data,science [170] machine,learning [154] data,analysis [140] python,data [126] science,machine [97] analysis,visualization [69] nainachaturved8,data [69] #machinelearning,#datascience [58] projects,start Top Word Pairs in Tweet in G3:
[224] data,visualization [88] #psy6135,course [88] course,psychology [88] psychology,data [87] restarted,#psy6135 [87] visualization,website [87] website,lectures [87] lectures,resources [87] resources,etc [86] datavisfriendly,restarted Top Word Pairs in Tweet in G4:
[228] star,eta [228] eta,carinae [228] carinae,violent [228] violent,eruption [228] eruption,1843 [228] 1843,briefly [228] briefly,made [228] made,one [228] one,brightest [228] brightest,stars Top Word Pairs in Tweet in G5:
[200] python,developer [200] developer,pay [200] pay,special [200] special,attention [200] attention,following [200] following,libraries [200] libraries,numpy [200] numpy,scientific [200] scientific,computing [200] computing,pandas Top Word Pairs in Tweet in G6:
[102] data,analysis [85] analysis,career [85] career,need [85] need,focus [64] highimpact01,data [64] focus,familiarise [64] familiarise,yourself [64] yourself,excel [63] excel,spreads [37] ogbenidipo,data Top Word Pairs in Tweet in G7:
[262] sea,ice [131] change,age [131] age,#arctic [131] #arctic,sea [131] ice,during [131] during,early [131] early,january [131] january,younger [131] younger,sea [131] ice,usually Top Word Pairs in Tweet in G8:
[105] data,visualization [89] really,data [89] visualization,diagrams [89] diagrams,story [88] albertocairo,really [8] matthias,stahl [8] stahl,h_i_g_s_c_h [7] biovis,meetup [7] meetup,biologist [7] biologist,ended Top Word Pairs in Tweet in G9:
[117] 10,tech [117] tech,skills [117] skills,demand [117] demand,machine [117] machine,learning [117] learning,mobile [117] mobile,development [117] development,seo [117] seo,sem [117] sem,marketing Top Word Pairs in Tweet in G10:
[52] data,visualization [23] visualization,products [22] hi,hiring [22] hiring,team [22] team,janssen [22] janssen,data [22] data,science [22] science,enjoy [22] enjoy,building [22] building,dashboards Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: