The graph represents a network of 5,107 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, 28 May 2021 at 00:18 UTC.
The requested start date was Friday, 28 May 2021 at 00:01 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 6-day, 16-hour, 34-minute period from Thursday, 20 May 2021 at 10:29 UTC to Thursday, 27 May 2021 at 03:03 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 : 5107
Unique Edges : 3906
Edges With Duplicates : 13048
Total Edges : 16954
Number of Edge Types : 5
Mentions : 1584
Replies to : 185
Retweet : 5688
MentionsInRetweet : 8194
Tweet : 1303
Self-Loops : 1406
Reciprocated Vertex Pair Ratio : 0.0220570314404095
Reciprocated Edge Ratio : 0.0431620364850364
Connected Components : 514
Single-Vertex Connected Components : 208
Maximum Vertices in a Connected Component : 3744
Maximum Edges in a Connected Component : 14446
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.796099
Graph Density : 0.000321632535729129
Modularity : 0.448926
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,107 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, 28 May 2021 at 00:18 UTC.
The requested start date was Friday, 28 May 2021 at 00:01 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 6-day, 16-hour, 34-minute period from Thursday, 20 May 2021 at 10:29 UTC to Thursday, 27 May 2021 at 03:03 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:
[525] #datascientists,#analytics [488] #analytics,#bigdata [487] really,such [487] such,bookmark [487] bookmark,worthy [487] worthy,evolution [487] evolution,ggplot [487] ggplot,ep [487] ep,cedscherer [486] dataandme,really Top Word Pairs in Tweet in G1:
[521] #datascientists,#analytics [486] #analytics,#bigdata [422] #bigdata,#rstats [403] #rstats,#ai [339] data,science [326] #reactjs,#python [293] #ai,#reactjs [270] #100daysofcode,#ai [254] #data,#datascientists [244] #datascience,#machinelearning Top Word Pairs in Tweet in G2:
[439] really,such [439] such,bookmark [439] bookmark,worthy [439] worthy,evolution [439] evolution,ggplot [439] ggplot,ep [439] ep,cedscherer [438] dataandme,really [8] #dataviz,choice [7] bold,#dataviz Top Word Pairs in Tweet in G3:
[94] polar,charts [91] charts,plot [91] plot,data [91] data,around [91] around,circle [91] circle,make [91] make,beautiful [91] beautiful,memorable [91] memorable,#dataviz [91] #dataviz,confusing Top Word Pairs in Tweet in G4:
[72] #tidytuesday,looked [65] looked,salary [65] salary,range [65] range,each [65] each,industry [65] industry,education [65] education,showed [65] showed,gender [65] gender,gap [64] cnicault,#tidytuesday Top Word Pairs in Tweet in G5:
[224] #rstats,#datascience [223] fundamentals,data [223] data,visualization [222] visualization,claus [222] claus,wilke [222] wilke,clauswilke [222] clauswilke,#rstats [221] icymi_r,fundamentals [17] kdnuggets,#kdn [15] dataandme,really Top Word Pairs in Tweet in G6:
[135] pleased,release [135] release,leafmap [135] leafmap,#python [135] #python,package [135] package,#geospatial [135] #geospatial,analysis [135] analysis,interactive [135] interactive,#mapping [135] #mapping,#jupyter [134] giswqs,pleased Top Word Pairs in Tweet in G7:
[12] data,visualization [10] performing,sector [10] follow,along [9] #data,#dataviz [8] today's,best [8] best,performing [7] #dataviz,#bot [7] #sc,#covid19 [7] #covid19,update [7] update,48 Top Word Pairs in Tweet in G8:
[154] today,ons [154] ons,released [154] released,second [154] second,two [154] two,#scrollytelling [154] #scrollytelling,#dataviz [154] #dataviz,pieces [154] pieces,series [154] series,economic [154] economic,inequality Top Word Pairs in Tweet in G9:
[126] #dataviz,source [57] fastest,routes [57] routes,land [57] land,sometimes [57] sometimes,boat [57] boat,between [57] between,990 [57] 990,pairs [57] pairs,european [57] european,capitals Top Word Pairs in Tweet in G10:
[66] map,shows [43] international,day [40] today,international [40] day,biological [40] biological,diversity [40] diversity,map [40] shows,average [40] average,weighted [40] weighted,fractional [40] fractional,forest Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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:
Top Mentioned in G3:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: