The graph represents a network of 4,278 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 00:55 UTC.
The tweets in the network were tweeted over the 1951-day, 5-hour, 26-minute period from Saturday, 26 August 2017 at 19:33 UTC to Friday, 30 December 2022 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 : 4278
Unique Edges : 1646
Edges With Duplicates : 9655
Total Edges : 11301
Number of Edge Types : 9
Retweet : 4224
MentionsInRetweet : 5030
Mentions : 835
MentionsInReplyTo : 208
Replies to : 118
Tweet : 678
Quote : 51
MentionsInQuote : 147
MentionsInQuoteReply : 10
Self-Loops : 881
Reciprocated Vertex Pair Ratio : 0.0101110229976209
Reciprocated Edge Ratio : 0.0200196270853778
Connected Components : 273
Single-Vertex Connected Components : 101
Maximum Vertices in a Connected Component : 3197
Maximum Edges in a Connected Component : 8895
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.372334
Graph Density : 0.000278460858568883
Modularity : 0.424531
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,278 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 00:55 UTC.
The tweets in the network were tweeted over the 1951-day, 5-hour, 26-minute period from Saturday, 26 August 2017 at 19:33 UTC to Friday, 30 December 2022 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:
[1812] yg,berhubungan [1812] berhubungan,dengan [989] data,science [930] cheat,sheet [911] dengan,data [906] share,yg [906] science,dan [906] dan,kali [906] ngumpulin,cheat [906] suka,ngumpulin Top Word Pairs in Tweet in G1:
[1792] yg,berhubungan [1792] berhubungan,dengan [913] cheat,sheet [901] dengan,data [896] sheet,yg [896] gue,suka [896] ini,gue [896] data,science [896] share,yg [896] science,dan Top Word Pairs in Tweet in G2:
[180] introducción,#datascience [180] favoritos,excelente [180] excelente,aquellos [180] mis,libros [180] aquellos,buscan [180] #datascience,#machinelearning [180] libros,favoritos [180] buscan,introducción [179] rosanaferrero,mis [171] lista,punto Top Word Pairs in Tweet in G3:
[94] #datascience,#rstats [92] parajulisaroj16,book [91] download,pdf [85] data,scientist [84] three,packages [84] know,#datascience [84] scientist,know [84] packages,data [83] parajulisaroj16,three [83] #rstats,#dataana Top Word Pairs in Tweet in G4:
[133] data,visualizations [132] extraordinarily,well [132] beautiful,extraordinarily [132] book,better [132] visualizations,jschwabish [132] love,beautiful [132] published,book [132] well,published [132] better,data [129] kirkdborne,love Top Word Pairs in Tweet in G5:
[102] #datascience,#machinelearning [89] #machinelearning,#analytics [88] #analytics,#datalake [84] lakes,work [84] data,lakes [84] ingliguori,#datascience [84] illustration,data [84] work,ingliguori [84] great,illustration [83] #datalake,#datascie Top Word Pairs in Tweet in G6:
[92] epa,#la [92] county,see [92] california,wildfires [92] data,gathered [92] air,quality [92] effects,california [92] gathered,epa [92] quality,data [92] see,effects [92] #la,county Top Word Pairs in Tweet in G7:
[64] #dataviz,#d3js [63] personal,projects [63] projects,2022 [63] 2022,#dataviz [62] szucsi,personal [20] visualization,course [20] happy,share [20] worked,great [20] many,months [20] great,care Top Word Pairs in Tweet in G8:
[32] #rstats,#datascience [29] milos_agathon,mapped [29] #datascience,#dataviz [26] map,shows [19] #dataviz,#maps [15] includes,light [15] rail,includes [15] narrow,normal [15] mapped,rail [15] inhabitants,rail Top Word Pairs in Tweet in G9:
[60] leafmap,tutorial [58] giswqs,leafmap [57] video,notebook [56] vector,dataset [56] gif,vector [56] tutorial,61 [56] dataset,video [56] creating,animated [56] animated,gif [56] 61,creating Top Word Pairs in Tweet in G10:
[51] dashboard,four [51] inspiration,business [51] business,dashboard [51] tableaupublic,authors [51] searching,inspiration [51] outstanding,tableaupublic [51] four,outstanding [50] jtothavizzo,searching [43] #rstats,#metaanalysis [43] #metaanalysis,#dataviz 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 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: