The graph represents a network of 8,120 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-08-16 until:2021-08-23", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 23 August 2021 at 08:46 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 53-minute period from Monday, 16 August 2021 at 00:02 UTC to Sunday, 22 August 2021 at 23:56 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 : 8120
Unique Edges : 11343
Edges With Duplicates : 6571
Total Edges : 17914
Number of Edge Types : 5
Retweet : 11882
Tweet : 1229
MentionsInRetweet : 3446
Replies to : 194
Mentions : 1163
Self-Loops : 1316
Reciprocated Vertex Pair Ratio : 0.0083134414355091
Reciprocated Edge Ratio : 0.0164897959183673
Connected Components : 428
Single-Vertex Connected Components : 196
Maximum Vertices in a Connected Component : 7071
Maximum Edges in a Connected Component : 16288
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.164956
Graph Density : 0.000185813608776348
Modularity : 0.600998
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,120 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-08-16 until:2021-08-23", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 23 August 2021 at 08:46 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 53-minute period from Monday, 16 August 2021 at 00:02 UTC to Sunday, 22 August 2021 at 23:56 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 : TwitterSearch
Graph Term : dataviz OR datavis since:2021-08-16 until:2021-08-23
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3663] #dataviz,#datavisualization [3477] #100daysofcode,#dataviz [3105] #ml,#nlp [2991] #analytics,#bigdata [2942] visualizing,biomass [2942] biomass,life [2941] piece,visualizing [2941] life,#sciart [2941] #sciart,#biomass [2941] #biomass,#scientificillustration Top Word Pairs in Tweet in G1:
[2858] #dataviz,#datavisualization [2857] piece,visualizing [2857] visualizing,biomass [2857] biomass,life [2857] life,#sciart [2857] #sciart,#biomass [2857] #biomass,#scientificillustration [2857] #scientificillustration,#illustration [2857] #illustration,#animals [2857] #animals,#dataviz Top Word Pairs in Tweet in G2:
[3444] #100daysofcode,#dataviz [3076] #ml,#nlp [2951] #analytics,#bigdata [2823] #python,#datascience [2724] #javascript,#tensorflow [2720] #tensorflow,#coding [2708] #datascientists,#analytics [2095] #iiot,#ml [2037] #rstats,#ai [2014] #reactjs,#python Top Word Pairs in Tweet in G3:
[563] #dataviz,#datavisualization [546] #rstats,#rayshader [544] population,density [540] dataviz,humanity [540] humanity,globe [540] globe,population [540] density,world [540] world,visualized [540] visualized,3d [540] 3d,#rayrender Top Word Pairs in Tweet in G4:
[410] #globalwarming,#climatechange [320] use,30 [320] 30,year [320] year,averages [320] averages,show [320] show,climatology [320] climatology,average [320] average,weather [320] weather,conditions [320] conditions,during Top Word Pairs in Tweet in G5:
[243] #rstats,#dataviz [84] dónde,encontramos [79] fantástico,trabajo [79] trabajo,john_m_nelson [79] john_m_nelson,sequías [79] sequías,eeuu [79] eeuu,co [79] co,l3addpz7ho [79] l3addpz7ho,os [79] os,recomiendo Top Word Pairs in Tweet in G6:
[115] looking,equity [115] equity,driven [115] driven,data [115] data,visuals [115] visuals,reporter [115] reporter,join [115] join,growing [115] growing,editorial [115] editorial,team [115] team,19thnews Top Word Pairs in Tweet in G7:
[117] graphics,ipcc's [117] ipcc's,spm [117] spm,report [117] report,masterclass [117] masterclass,visualising [117] visualising,uncertainty [117] uncertainty,#dataviz [117] #dataviz,#climate [47] looking,software [47] software,analyze Top Word Pairs in Tweet in G8:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [24] source,#nyc [24] #nyc,#dataviz [17] data,visualization [14] #augmentedreality,#datavis [13] 08,2020 [13] #mapa,#violencia Top Word Pairs in Tweet in G9:
[65] #griddb,#iot [65] #iot,#dataviz [65] #dataviz,#python [65] #python,#losangeles [64] tableau,used [63] analyzed,air [63] air,quality [63] quality,data [63] data,gathered [63] gathered,epa Top Word Pairs in Tweet in G10:
[81] #dataviz,source [67] river,basins [67] basins,#italy [67] #italy,#dataviz [49] visible,moon [49] moon,day [49] day,2022 [49] 2022,2023 [49] 2023,2024 [49] 2024,#dataviz Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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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: