The graph represents a network of 5,604 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-10-04 until:2021-10-11", 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, 11 October 2021 at 14:52 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 49-minute period from Monday, 04 October 2021 at 00:04 UTC to Sunday, 10 October 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 : 5604
Unique Edges : 9738
Edges With Duplicates : 9708
Total Edges : 19446
Number of Edge Types : 5
Retweet : 10570
MentionsInRetweet : 6132
Mentions : 1283
Tweet : 1259
Replies to : 202
Self-Loops : 1357
Reciprocated Vertex Pair Ratio : 0.0168987929433612
Reciprocated Edge Ratio : 0.033235938641344
Connected Components : 489
Single-Vertex Connected Components : 206
Maximum Vertices in a Connected Component : 4130
Maximum Edges in a Connected Component : 17172
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.743147
Graph Density : 0.000348798562205956
Modularity : 0.499579
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,604 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-10-04 until:2021-10-11", 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, 11 October 2021 at 14:52 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 49-minute period from Monday, 04 October 2021 at 00:04 UTC to Sunday, 10 October 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:2021-10-04 until:2021-10-11
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:
[4233] #100daysofcode,#dataviz [4144] #analytics,#bigdata [3778] #tensorflow,#coding [3778] #serverless,#100daysofcode [3435] #nlp,#javascript [3354] #javascript,#tensorflow [3262] #datascientists,#analytics [3193] #ml,#nlp [2811] #python,#datascience [2741] #bigdata,#ai Top Word Pairs in Tweet in G1:
[4214] #100daysofcode,#dataviz [4125] #analytics,#bigdata [3761] #serverless,#100daysofcode [3760] #tensorflow,#coding [3418] #nlp,#javascript [3339] #javascript,#tensorflow [3243] #datascientists,#analytics [3181] #ml,#nlp [2797] #python,#datascience [2731] #bigdata,#ai Top Word Pairs in Tweet in G2:
[185] #rstats,#dataviz [166] week's,#tidytuesday [156] #dataviz,#rstats [123] code,full [118] registered,nurses [113] full,size [113] size,image [113] image,#dataviz [99] last,week's [98] program,category Top Word Pairs in Tweet in G3:
[88] visualize,data [86] analyzed,air [86] air,quality [86] quality,data [86] data,gathered [86] gathered,epa [86] epa,#la [86] #la,county [86] county,see [86] see,effects Top Word Pairs in Tweet in G4:
[284] federal,reserve [284] reserve,distributional [284] distributional,financial [284] financial,accounts [281] america,middle [281] middle,class [281] class,holds [281] holds,smaller [281] smaller,share [281] share,wealth Top Word Pairs in Tweet in G5:
[125] earth's,submarine [125] submarine,fiber [125] fiber,optic [125] optic,cable [125] cable,network [125] network,visualized [124] code,rayrender [122] #dataviz,earth's [122] visualized,#rstats [122] #rstats,#rayrender Top Word Pairs in Tweet in G6:
[205] #dataviz,source [113] probable,#dataviz [40] #pandemic,#dataviz [34] well,more [34] more,americans [34] americans,died [34] died,#covid19 [34] #covid19,foreign [34] foreign,conflicts [34] conflicts,history Top Word Pairs in Tweet in G7:
[179] great,dataviz [142] dataviz,johnholbein1 [141] three,waves [141] waves,covid [141] covid,great [37] co2,atmosphere [37] atmosphere,come [37] come,china [37] china,today [37] today,#1 Top Word Pairs in Tweet in G8:
[31] nightingale,magazine [21] data,visualization [14] #datadesign,#informationdesign [14] subscribe,nightingale [13] #dataviz,#datavisualization [11] before,business [11] business,internship [11] internship,took [11] took,long [11] long,time Top Word Pairs in Tweet in G9:
[32] source,#nyc [32] #nyc,#dataviz [28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [16] map,source [14] #dataviz,#datavisualization [9] last,100 [9] 100,bills Top Word Pairs in Tweet in G10:
[101] #maps,#gis [101] #gis,#dataviz [101] #dataviz,#geospatial [86] full,article [86] article,#maps [82] meat,consumption [82] consumption,#europe [82] #europe,kg [82] kg,capita [82] capita,year 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 G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: