The graph represents a network of 4,779 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-06-28 until:2021-07-5", 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, 06 July 2021 at 09:33 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 7-minute period from Monday, 28 June 2021 at 00:43 UTC to Sunday, 04 July 2021 at 23:51 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 : 4779
Unique Edges : 7706
Edges With Duplicates : 4485
Total Edges : 12191
Number of Edge Types : 5
Retweet : 6072
MentionsInRetweet : 3146
Replies to : 267
Mentions : 1345
Tweet : 1361
Self-Loops : 1416
Reciprocated Vertex Pair Ratio : 0.018553340854958
Reciprocated Edge Ratio : 0.0364307692307692
Connected Components : 522
Single-Vertex Connected Components : 213
Maximum Vertices in a Connected Component : 3279
Maximum Edges in a Connected Component : 9995
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.038865
Graph Density : 0.000355828060727872
Modularity : 0.602151
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,779 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-06-28 until:2021-07-5", 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, 06 July 2021 at 09:33 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 7-minute period from Monday, 28 June 2021 at 00:43 UTC to Sunday, 04 July 2021 at 23:51 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:2021-06-28 until:2021-07-5
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:
[1609] #ml,#nlp [1483] #100daysofcode,#dataviz [1408] #tensorflow,#coding [1392] #datascientists,#analytics [1382] #bigdata,#rstats [1290] #rstats,#ai [1261] #analytics,#bigdata [1138] #iiot,#ml [1121] #python,#datascience [1027] #javascript,#tensorflow Top Word Pairs in Tweet in G1:
[1555] #ml,#nlp [1441] #100daysofcode,#dataviz [1368] #tensorflow,#coding [1354] #datascientists,#analytics [1342] #bigdata,#rstats [1252] #rstats,#ai [1227] #analytics,#bigdata [1103] #iiot,#ml [1092] #python,#datascience [1001] #javascript,#tensorflow Top Word Pairs in Tweet in G2:
[138] #rstats,#dataviz [72] #rstats,#ggplot2 [64] #dataviz,#rstats [64] code,#rstats [58] maximum,temperatures [55] daily,maximum [55] temperatures,#portland [55] #portland,1938 [55] 1938,2021 [55] 2021,colored Top Word Pairs in Tweet in G3:
[228] interactive,dataviz [222] covid,19 [218] source,code [210] 2021,inspired [209] outbreak,paths [209] paths,update [209] inspired,very [209] very,informative [209] informative,work [209] work,dbraevn Top Word Pairs in Tweet in G4:
[41] #dataviz,books [41] check,full [40] contributed,article [40] article,#dataviz [40] books,highlighting [40] highlighting,those [40] those,jschwabish [40] jschwabish,dataremixed [40] dataremixed,infowetrust [40] infowetrust,kennethfield Top Word Pairs in Tweet in G5:
[194] #rstats,#dataviz [188] network,visualization [187] visualization,updated [187] updated,tutorial [187] tutorial,#networks2021 [187] #networks2021,basics [187] basics,interactive [187] interactive,dynamic [187] dynamic,geographic [187] geographic,networks Top Word Pairs in Tweet in G6:
[102] analyzed,air [102] air,quality [102] quality,data [102] data,gathered [102] gathered,epa [102] epa,#la [102] #la,county [102] county,see [102] see,effects [102] effects,california Top Word Pairs in Tweet in G7:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [23] data,visualization [18] sp,morte [18] morte,morte#1 [18] morte#1,masculino [18] #mapa,#violencia [18] #violencia,#dadosabertos Top Word Pairs in Tweet in G8:
[173] #passeport,#dataviz [165] pourquoi,passeports [165] passeports,africains [165] africains,sont [165] sont,plus [165] plus,chers [165] moins,puissants [165] puissants,#passeport [147] cameroun,rdc [147] rdc,mali Top Word Pairs in Tweet in G9:
[115] pre,pandemic [114] designed,first [114] first,double [114] double,#dataviz [114] #dataviz,economist [114] economist,depicts [114] depicts,'normalcy [114] 'normalcy,index' [114] index',tracks [114] tracks,world's Top Word Pairs in Tweet in G10:
[110] google,search [104] #gamecharts,#dataviz [102] mlb,mlbstats [95] 2021,mlb [95] mlbstats,#gamecharts [95] #dataviz,#baseball [95] 00,03 [87] fear,index [87] index,google [87] search,statistics Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: