The graph represents a network of 4,004 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-08-23 until:2021-08-30", 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 Tuesday, 31 August 2021 at 10:52 UTC.
The tweets in the network were tweeted over the 6-day, 15-hour, 32-minute period from Monday, 23 August 2021 at 08:26 UTC to Sunday, 29 August 2021 at 23:59 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 : 4004
Unique Edges : 7642
Edges With Duplicates : 6292
Total Edges : 13934
Number of Edge Types : 5
Mentions : 982
Tweet : 1114
Retweet : 7219
MentionsInRetweet : 4294
Replies to : 325
Self-Loops : 1189
Reciprocated Vertex Pair Ratio : 0.0201511335012594
Reciprocated Edge Ratio : 0.0395061728395062
Connected Components : 408
Single-Vertex Connected Components : 165
Maximum Vertices in a Connected Component : 2888
Maximum Edges in a Connected Component : 12246
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.796982
Graph Density : 0.00053063349341141
Modularity : 0.525435
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,004 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-08-23 until:2021-08-30", 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 Tuesday, 31 August 2021 at 10:52 UTC.
The tweets in the network were tweeted over the 6-day, 15-hour, 32-minute period from Monday, 23 August 2021 at 08:26 UTC to Sunday, 29 August 2021 at 23:59 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:2021-08-23 until:2021-08-30
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:
[3070] #ml,#nlp [2950] #100daysofcode,#dataviz [2681] #tensorflow,#coding [2503] #javascript,#tensorflow [2490] #analytics,#bigdata [2302] #python,#datascience [2254] #datascientists,#analytics [2159] #coding,#serverless [2076] #serverless,#100daysofcode [2056] #data,#datascientists Top Word Pairs in Tweet in G1:
[2961] #ml,#nlp [2810] #100daysofcode,#dataviz [2547] #tensorflow,#coding [2377] #javascript,#tensorflow [2368] #analytics,#bigdata [2203] #python,#datascience [2143] #datascientists,#analytics [2047] #coding,#serverless [1971] #serverless,#100daysofcode [1944] #data,#datascientists Top Word Pairs in Tweet in G2:
[308] piece,visualizing [308] visualizing,biomass [308] biomass,life [308] life,#sciart [308] #sciart,#biomass [308] #biomass,#scientificillustration [308] #scientificillustration,#illustration [308] #illustration,#animals [308] #animals,#dataviz [308] #dataviz,#datavisualization Top Word Pairs in Tweet in G3:
[87] #rstats,#dataviz [59] #dataviz,#rstats [54] #100daysofcode,#dataviz [52] #tensorflow,#coding [50] #datavisualization,#dataviz [49] #javascript,#tensorflow [48] #ml,#nlp [47] #analytics,#bigdata [44] #coding,#serverless [44] #datascience,#dataviz Top Word Pairs in Tweet in G4:
[70] analyzed,air [70] air,quality [70] quality,data [70] data,gathered [70] gathered,epa [70] epa,#la [70] #la,county [70] county,see [70] see,effects [70] effects,california Top Word Pairs in Tweet in G5:
[22] source,#nyc [22] #nyc,#dataviz [11] map,source [10] 08,2020 [10] sp,morte [10] morte,morte#1 [10] #mapa,#violencia [10] #violencia,#dadosabertos [10] #dadosabertos,#transparencia [10] #transparencia,#dataviz Top Word Pairs in Tweet in G6:
[59] #100daysofcode,#dataviz [57] #tensorflow,#coding [54] #javascript,#tensorflow [50] #data,#datascientists [49] #coding,#serverless [48] #analytics,#bigdata [46] #datascience,#tech [45] #datascientists,#analytics [44] #serverless,#100daysofcode [43] #programming,#database Top Word Pairs in Tweet in G7:
[39] #maps,#rstats [39] #rstats,#rspatial [37] #dataviz,#maps [36] #datascience,#dataviz [36] #rspatial,#dataviz [36] #dataviz,#climate [34] mapped,employment [34] employment,tech [34] tech,knowledge [34] knowledge,intensive Top Word Pairs in Tweet in G8:
[49] hey,#googleearthengine [49] #googleearthengine,enthusiasts [49] #javascript,#geospatial [49] #geospatial,#remotesensing [49] #remotesensing,#earthengine [49] #earthengine,#eochat [49] #eochat,#gischat [49] #gischat,#dataviz [33] enthusiasts,#spectral [33] #spectral,tutorial Top Word Pairs in Tweet in G9:
[101] asked,friend [101] friend,peterj_walker [101] peterj_walker,master [101] master,#dataviz [101] #dataviz,graph [101] graph,triple [101] triple,scale [101] scale,pandemic [101] pandemic,outcomes [101] outcomes,current Top Word Pairs in Tweet in G10:
[27] #covid19,cases [27] cases,capita [27] capita,stratified [27] stratified,county [27] county,voting [27] voting,pattern [27] pattern,#pandemic [27] #pandemic,#dataviz [27] #dataviz,remarkable [27] remarkable,clear 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 G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G3:
Top Mentioned in G4:
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:
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: