The graph represents a network of 5,550 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-05-03 until:2021-05-10", 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, 10 May 2021 at 08:34 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 55-minute period from Monday, 03 May 2021 at 00:00 UTC to Sunday, 09 May 2021 at 23:55 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 : 5550
Unique Edges : 8792
Edges With Duplicates : 4069
Total Edges : 12861
Number of Edge Types : 5
Retweet : 6047
MentionsInRetweet : 3206
Mentions : 1884
Replies to : 309
Tweet : 1415
Self-Loops : 1494
Reciprocated Vertex Pair Ratio : 0.0227805695142379
Reciprocated Edge Ratio : 0.0445463478545693
Connected Components : 559
Single-Vertex Connected Components : 228
Maximum Vertices in a Connected Component : 3882
Maximum Edges in a Connected Component : 9964
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.103689
Graph Density : 0.000297399580153229
Modularity : 0.647318
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,550 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-05-03 until:2021-05-10", 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, 10 May 2021 at 08:34 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 55-minute period from Monday, 03 May 2021 at 00:00 UTC to Sunday, 09 May 2021 at 23:55 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:2021-05-03 until:2021-05-10
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:
[1007] #rstats,#dataviz [707] ggplot,code [691] dataviz,class [678] finished,summer [678] summer,2021 [678] 2021,version [678] version,dataviz [678] class,70 [678] 70,videos [678] videos,23 Top Word Pairs in Tweet in G1:
[637] dataviz,class [635] #rstats,#dataviz [630] finished,summer [630] summer,2021 [630] 2021,version [630] version,dataviz [630] class,70 [630] 70,videos [630] videos,23 [630] 23,hours Top Word Pairs in Tweet in G2:
[589] #rstats,#ai [545] #reactjs,#python [533] #analytics,#bigdata [517] #ml,#nlp [516] #bigdata,#rstats [515] #iot,#iiot [499] #ai,#reactjs [472] #100daysofcode,#dataviz [468] #python,#datascience [423] #machinelearning,#iot Top Word Pairs in Tweet in G3:
[230] #rstats,#dataviz [154] #rstats,#ggplot2 [129] #ggplot2,#dataviz [96] #dataviz,#rstats [87] code,#rstats [79] water,sources [77] ggstream,cran [77] cran,few [77] few,examples [77] examples,two Top Word Pairs in Tweet in G4:
[331] eastern,sides [331] sides,english [331] english,cities [331] cities,tend [331] tend,poorer [331] poorer,pattern [331] pattern,traced [331] traced,back [331] back,industrial [331] industrial,revolution Top Word Pairs in Tweet in G5:
[28] strive,harmony [28] information,designer [25] create,beautiful [24] beauty,art [24] art,described [24] described,five [24] five,rules [24] rules,harmony [24] harmony,art [24] art,#dataviz Top Word Pairs in Tweet in G6:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [15] 05,2020 [15] sp,morte [15] morte,morte#1 [15] morte#1,masculino [15] #mapa,#violencia [15] #violencia,#dadosabertos Top Word Pairs in Tweet in G7:
[127] analyzed,air [127] air,quality [127] quality,data [127] data,gathered [127] gathered,epa [127] epa,#la [127] #la,county [127] county,see [127] see,effects [127] effects,california Top Word Pairs in Tweet in G8:
[25] #datafam,#dataviz [22] #dataviz,#datavisualization [20] #datavisualization,#tableau [18] worker,compensation [18] best,types [18] types,data [18] data,visualization [18] visualization,tools [18] tools,available [18] available,today Top Word Pairs in Tweet in G9:
[33] misleading,graphs [27] graphs,chat [27] chat,dataremixed [27] dataremixed,common [27] common,issues [27] issues,spot [27] spot,things [27] things,keep [27] keep,mind [27] mind,creating Top Word Pairs in Tweet in G10:
[42] map,shows [29] day,remember [29] #rstats,#dataviz [27] victory,day [27] remember,fallen [27] fallen,ww2 [27] ww2,map [27] shows,gt [27] gt,600 [27] 600,000 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 G5:
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:
Top Mentioned in G4:
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:
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: