The graph represents a network of 3,726 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 17 July 2020 at 00:18 UTC.
The requested start date was Friday, 17 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 4-day, 21-hour, 46-minute period from Saturday, 11 July 2020 at 07:09 UTC to Thursday, 16 July 2020 at 04:55 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 : 3726
Unique Edges : 2675
Edges With Duplicates : 7871
Total Edges : 10546
Number of Edge Types : 5
Retweet : 3464
MentionsInRetweet : 4740
Tweet : 1089
Mentions : 1068
Replies to : 185
Self-Loops : 1138
Reciprocated Vertex Pair Ratio : 0.0218146718146718
Reciprocated Edge Ratio : 0.0426979028906102
Connected Components : 447
Single-Vertex Connected Components : 195
Maximum Vertices in a Connected Component : 2494
Maximum Edges in a Connected Component : 8452
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.116709
Graph Density : 0.000381357916617133
Modularity : 0.469499
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 3,726 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 17 July 2020 at 00:18 UTC.
The requested start date was Friday, 17 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 4-day, 21-hour, 46-minute period from Saturday, 11 July 2020 at 07:09 UTC to Thursday, 16 July 2020 at 04:55 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 : dataviz OR datavis
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:
[149] #datascience,#dataviz [129] gt,gt [119] construímos,novo [119] novo,aplicativo [119] aplicativo,acompanhamento [119] acompanhamento,despesas [119] despesas,governo [119] governo,central [119] central,agora [119] agora,sob Top Word Pairs in Tweet in G1:
[108] #datascience,#dataviz [108] gt,gt [90] #dataviz,#datascientist [76] #machinelearning,#deeplearning [71] love,#electroneum [71] #electroneum,bcs [71] bcs,change [71] change,lot [71] lot,lives [71] lives,worldwide Top Word Pairs in Tweet in G2:
[72] #tidytuesday,week [63] week,2020 [53] cedscherer,#tidytuesday [45] astronaut,database [43] #rstats,#dataviz [40] database,stavnichuk [40] stavnichuk,corlett [40] corlett,2020 [40] week,29 [39] 2020,19 Top Word Pairs in Tweet in G3:
[40] #dataviz,style [39] style,guide [36] abmakulec,datavizsociety [35] datavizsociety,article [35] article,#dataviz [35] guide,expert [35] expert,amycesal [35] amycesal,rich [35] rich,recommended [35] recommended,reading Top Word Pairs in Tweet in G4:
[11] data,visualization [11] covid,19 [10] #covid19,#covid2019india [10] #covid2019india,#dataviz [9] osu,shares [9] shares,using [9] using,#datamanagement [9] #datamanagement,#dataviz [9] #dataviz,#analytics [9] #analytics,uncover Top Word Pairs in Tweet in G5:
[63] #bigdata,#datascience [62] role,#bigdata [62] #bigdata,#digitalmarketing [62] #digitalmarketing,#predictiveanalytics [62] #predictiveanalytics,#ai [62] #ai,#dataviz [62] #dataviz,#martech [62] #martech,#fintech [62] #fintech,spirosmargaris [61] andi_staub,role Top Word Pairs in Tweet in G6:
[52] #dataviz,source [26] always,wear [26] wear,mask [26] mask,going [26] going,june [26] june,13 [26] 13,#covid19 [26] #covid19,#coronavirus [26] #coronavirus,#dataviz [24] randal_olson,people Top Word Pairs in Tweet in G7:
[76] geological,map [68] #arcgispro,# [50] legend,entries [49] map,iran [49] iran,national [49] national,iranian [49] iranian,oil [49] oil,company [49] company,1957 [49] 1957,tried Top Word Pairs in Tweet in G8:
[115] construímos,novo [115] novo,aplicativo [115] aplicativo,acompanhamento [115] acompanhamento,despesas [115] despesas,governo [115] governo,central [115] central,agora [115] agora,sob [115] sob,ótica [115] ótica,cofog Top Word Pairs in Tweet in G9:
[19] cool,realise [19] realise,one [19] one,flip [19] flip,#enhancedvolcano [19] #enhancedvolcano,coord_flip [19] coord_flip,looks [19] looks,better [19] better,48 [18] #climatechange,#dataviz [18] population,density Top Word Pairs in Tweet in G10:
[77] #dataviz,#datascience [53] #history,#journalism [52] #music,#history [50] #journalism,#dataviz [48] #vinyl,#music [36] #bigdata,#dataviz [35] #datascience,#analytics [26] interact,graph [26] #rock,#pop [23] #soulmusic,#folk Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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 G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: