The graph represents a network of 4,795 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-01-03 until:2022-01-10", 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 January 2022 at 14:17 UTC.
The tweets in the network were tweeted over the 4-day, 7-hour, 10-minute period from Wednesday, 05 January 2022 at 16:48 UTC to Sunday, 09 January 2022 at 23:58 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 : 4795
Unique Edges : 9434
Edges With Duplicates : 27540
Total Edges : 36974
Number of Edge Types : 5
Replies to : 2281
Retweet : 16211
MentionsInRetweet : 15905
Tweet : 998
Mentions : 1579
Self-Loops : 1059
Reciprocated Vertex Pair Ratio : 0.0259259259259259
Reciprocated Edge Ratio : 0.0505415162454874
Connected Components : 478
Single-Vertex Connected Components : 244
Maximum Vertices in a Connected Component : 3645
Maximum Edges in a Connected Component : 35570
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.940942
Graph Density : 0.000494056917688647
Modularity : 0.279436
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,795 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-01-03 until:2022-01-10", 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 January 2022 at 14:17 UTC.
The tweets in the network were tweeted over the 4-day, 7-hour, 10-minute period from Wednesday, 05 January 2022 at 16:48 UTC to Sunday, 09 January 2022 at 23:58 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:2022-01-03 until:2022-01-10
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:
[11908] #fintech,#insurtech [11644] #python,#ai [11632] #ai,#iot [11466] #iot,#iiot [11389] #mlops,#flutter [11386] #insurtech,#ai [11372] #flutter,#html [11351] #html,#azure [11276] #datavis,#infosec [11223] #javascript,#reactjs Top Word Pairs in Tweet in G1:
[186] #swdletspractice,illustrated [186] illustrated,catmule [185] very,few [185] few,hard [185] hard,fast [185] fast,rules [185] rules,making [185] making,graphs [185] graphs,many [185] many,design Top Word Pairs in Tweet in G2:
[11896] #fintech,#insurtech [11636] #python,#ai [11628] #ai,#iot [11449] #iot,#iiot [11385] #mlops,#flutter [11382] #insurtech,#ai [11368] #flutter,#html [11347] #html,#azure [11272] #datavis,#infosec [11219] #javascript,#reactjs Top Word Pairs in Tweet in G3:
[296] #rstats,#dataviz [92] map,inequality [72] resist,happened [72] happened,upon [72] upon,inequality [72] inequality,data [72] data,france [72] france,bivariate [72] bivariate,map [72] inequality,france Top Word Pairs in Tweet in G4:
[474] inspired,works [474] works,metmuseum [468] colorblind,friendly [464] metbrewer,officially [464] officially,cran [464] cran,contains [464] contains,50 [464] 50,palettes [464] palettes,including [464] including,18 Top Word Pairs in Tweet in G5:
[16] graphic,detail [16] detail,#dataviz [16] #dataviz,see [16] see,more [12] data,visualization [9] source,#nyc [9] #nyc,#dataviz [8] dataviz,datavis_2022 [8] datavis_2022,01 [8] 01,06_17 Top Word Pairs in Tweet in G6:
[143] daily,global [143] global,temperature [88] #dataviz,#globalwarming [88] #globalwarming,#climatechange [86] temperature,over [86] over,2021 [86] 2021,look [86] look,see [86] see,north [86] north,american Top Word Pairs in Tweet in G7:
[65] #maps,#rstats [51] #dataviz,#geospatial [48] full,article [48] article,#maps [48] #maps,#gis [48] #gis,#dataviz [48] #geospatial,#spatial [45] map,people [45] people,never [45] never,accessed Top Word Pairs in Tweet in G8:
[148] #datascience,#analytics [148] #analytics,#dataviz [147] useful,flowchart [147] flowchart,selecting [147] selecting,data [147] data,visualisation [147] visualisation,#datascience Top Word Pairs in Tweet in G9:
[81] #dataviz,chboursin [60] joannmoretti,fogle_shane [58] chboursin,nevillegaunt [58] baski_la,akwyz [58] akwyz,enilev [47] anand_narang,albertoemachado [45] hana_elsayyed,shi4tech [39] fogle_shane,khulood_almani [32] albertoemachado,fabriziobustama [30] #culture,#dataviz Top Word Pairs in Tweet in G10:
[121] circuit,breaker [121] breaker,dashboard [121] dashboard,bhrenton [121] bhrenton,jeremyfaust [121] jeremyfaust,favorite [121] favorite,dataviz [121] dataviz,date [121] date,one [121] one,know [121] know,looks 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 G6:
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 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: