The graph represents a network of 4,751 Twitter users whose recent tweets contained "dataviz OR datavis", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 00:53 UTC.
The tweets in the network were tweeted over the 2657-day, 13-hour, 29-minute period from Sunday, 25 October 2015 at 11:30 UTC to Friday, 03 February 2023 at 00:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4751
Unique Edges : 1720
Edges With Duplicates : 9439
Total Edges : 11159
Number of Edge Types : 9
Retweet : 4324
MentionsInRetweet : 5392
Mentions : 511
Quote : 50
Tweet : 502
Replies to : 123
MentionsInReplyTo : 195
MentionsInQuote : 58
MentionsInQuoteReply : 4
Self-Loops : 672
Reciprocated Vertex Pair Ratio : 0.0121017974728599
Reciprocated Edge Ratio : 0.0239141902584843
Connected Components : 307
Single-Vertex Connected Components : 126
Maximum Vertices in a Connected Component : 3833
Maximum Edges in a Connected Component : 9401
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.278552
Graph Density : 0.000252002348536042
Modularity : 0.470431
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,751 Twitter users whose recent tweets contained "dataviz OR datavis", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 00:53 UTC.
The tweets in the network were tweeted over the 2657-day, 13-hour, 29-minute period from Sunday, 25 October 2015 at 11:30 UTC to Friday, 03 February 2023 at 00:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : dataviz OR datavis
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1972] years,ago [1949] dataset,shows [1949] earth,66 [1949] shows,tsunami [1949] sos,dataset [1949] hit,earth [1949] asteroid,hit [1949] 66,million [1949] caused,asteroid [1949] wave,caused Top Word Pairs in Tweet in G1:
[1933] tsunami,wave [1933] million,years [1933] 66,million [1933] wave,caused [1933] shows,tsunami [1933] sos,dataset [1933] asteroid,hit [1933] hit,earth [1933] earth,66 [1933] dataset,shows Top Word Pairs in Tweet in G2:
[106] #ai,#analytics [75] #100daysofcode,#ai [72] #analytics,#ar [65] #artificialintelligence,#bigdata [63] #ar,#artificialintelligence [54] steps,involved [54] data,consistent [54] raw,data [54] various,steps [54] consistent,highly Top Word Pairs in Tweet in G3:
[78] violín,raincloud [78] ocultar,información [78] diagrama,violín [78] utiliza,diagrama [78] raincloud,plot [78] caja,ocultar [78] diagrama,caja [78] información,utiliza [78] plot,lugar [77] rosanaferrero,diagrama Top Word Pairs in Tweet in G4:
[245] bakhmut,last [245] map,showing [245] christopherjm's,excellent [245] russian,troops [245] troops,bakhmut [245] read,christopherjm's [245] last,april [245] animated,map [245] showing,advance [245] advance,russian Top Word Pairs in Tweet in G5:
[240] national,wealth [236] percentage,total [236] total,national [234] rubenbmathisen,percentage [162] 48,lowest [157] europe,highest [154] highest,russia [154] belgium,15 [154] russia,48 [154] lowest,belgium Top Word Pairs in Tweet in G6:
[75] milos_agathon,mapped [74] purchasing,power [74] parity,according [74] households,capita [74] mapped,gross [74] adjusted,purchasing [74] income,households [74] disposable,income [74] capita,adjusted [74] according,eurostat's Top Word Pairs in Tweet in G7:
[26] share,work [26] chaichontat,hopkinsneuro [26] super,excited [26] very,talented [26] loopy,browser [26] hopkinsneuro,called [26] excited,share [26] talented,chaichontat [26] called,loopy [26] work,led Top Word Pairs in Tweet in G8:
[16] #data,#dataviz [12] detail,#dataviz [12] #dataviz,see [12] graphic,detail [12] see,more [11] source,#nyc [11] #nyc,#data [10] #data,#datavisualization [9] #datascience,#dataviz [9] usdt,pnl Top Word Pairs in Tweet in G9:
[69] #la,county [69] gathered,epa [69] epa,#la [69] quality,data [69] data,gathered [69] california,wildfires [69] see,effects [69] air,quality [69] analyzed,air [69] effects,california Top Word Pairs in Tweet in G10:
[91] buscar,base [91] primero,buscar [91] base,datos [91] texto,graficar [91] utiliza,chat [91] chat,gpt [91] generar,texto [91] gpt,generar [91] mayoría,utiliza [91] graficar,primero Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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: