The graph represents a network of 6,219 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-09-13 until:2021-09-20", 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, 20 September 2021 at 11:31 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 54-minute period from Monday, 13 September 2021 at 00:00 UTC to Sunday, 19 September 2021 at 23:54 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 : 6219
Unique Edges : 13689
Edges With Duplicates : 10849
Total Edges : 24538
Number of Edge Types : 5
Retweet : 12607
MentionsInRetweet : 6828
Mentions : 1566
Replies to : 2129
Tweet : 1408
Self-Loops : 1533
Reciprocated Vertex Pair Ratio : 0.0116395078150981
Reciprocated Edge Ratio : 0.0230111768573307
Connected Components : 472
Single-Vertex Connected Components : 215
Maximum Vertices in a Connected Component : 4932
Maximum Edges in a Connected Component : 22594
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.087582
Graph Density : 0.000393330785604931
Modularity : 0.532207
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,219 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-09-13 until:2021-09-20", 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, 20 September 2021 at 11:31 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 54-minute period from Monday, 13 September 2021 at 00:00 UTC to Sunday, 19 September 2021 at 23:54 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:2021-09-13 until:2021-09-20
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:
[5667] #100daysofcode,#dataviz [5615] #tensorflow,#coding [5541] #ml,#nlp [5371] #analytics,#bigdata [5276] #datascientists,#analytics [5112] #javascript,#tensorflow [5035] #nlp,#javascript [4819] #python,#datascience [4407] #coding,#serverless [4386] #datascience,#tech Top Word Pairs in Tweet in G1:
[5611] #100daysofcode,#dataviz [5563] #tensorflow,#coding [5495] #ml,#nlp [5325] #analytics,#bigdata [5227] #datascientists,#analytics [5066] #javascript,#tensorflow [4991] #nlp,#javascript [4764] #python,#datascience [4376] #coding,#serverless [4350] #datascience,#tech Top Word Pairs in Tweet in G2:
[94] visualize,data [88] dataviz,designer [75] analyzed,air [75] air,quality [75] quality,data [75] data,gathered [75] gathered,epa [75] epa,#la [75] #la,county [75] county,see Top Word Pairs in Tweet in G3:
[584] extreme,heat [584] heat,2021 [584] 2021,broken [584] broken,famous [584] famous,dust [584] dust,bowl [584] bowl,record [584] record,1936 [584] 1936,hottest [584] hottest,summer Top Word Pairs in Tweet in G4:
[146] #rstats,#dataviz [134] data,visualization [113] #rstats,#datascience [100] #datavisualization,#dataviz [100] visualization,rob [100] rob,kabacoff [100] kabacoff,#rstats [89] #dataviz,#datascience [82] #dataviz,#rstats [79] over,time Top Word Pairs in Tweet in G5:
[217] elaborado,guía [217] guía,enseño [217] enseño,paso [217] paso,paso [217] paso,cómo [217] cómo,crear [217] crear,mapas [217] mapas,usando [217] usando,datos [217] datos,peruanos Top Word Pairs in Tweet in G6:
[228] tier,men [228] men,basketball [228] basketball,programs [228] programs,2016 [228] 2016,very [228] very,short [228] short,list [228] list,zagmbb [228] zagmbb,kuhoops [228] kuhoops,novambb Top Word Pairs in Tweet in G7:
[298] shipping,lanes [157] #python,using [157] using,#matplotlib [156] #matplotlib,#numpy [151] made,#python [150] map,shows [150] #dataviz,#data [149] mapping,world's [149] world's,shipping [149] lanes,map Top Word Pairs in Tweet in G8:
[56] decision,making [30] data,science [29] data,driven [28] driven,decision [28] making,training [28] training,pwc [28] pwc,data [28] data,informed [28] informed,decision [28] making,big Top Word Pairs in Tweet in G9:
[130] data,visualization [128] anything,everything [128] everything,know [128] know,data [128] visualization,thanks [128] thanks,books [128] books,budget [128] budget,time [128] time,constraints [128] constraints,looking Top Word Pairs in Tweet in G10:
[128] amazing,dataviz [128] dataviz,showing [128] showing,world's [128] world's,coal [128] coal,development [128] development,pipeline [128] pipeline,collapsed [128] collapsed,paris [128] paris,shrinking [128] shrinking,three Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G9:
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: