The graph represents a network of 4,830 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-02-28 until:2022-03-07", 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, 07 March 2022 at 18:21 UTC.
The tweets in the network were tweeted over the 4-day, 20-hour, 38-minute period from Wednesday, 02 March 2022 at 03:13 UTC to Sunday, 06 March 2022 at 23:52 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 : 4830
Unique Edges : 8887
Edges With Duplicates : 26486
Total Edges : 35373
Number of Edge Types : 5
Retweet : 16746
MentionsInRetweet : 14103
Replies to : 2186
Tweet : 901
Mentions : 1437
Self-Loops : 1197
Reciprocated Vertex Pair Ratio : 0.0312410705781503
Reciprocated Edge Ratio : 0.0605892675718112
Connected Components : 373
Single-Vertex Connected Components : 158
Maximum Vertices in a Connected Component : 3786
Maximum Edges in a Connected Component : 33765
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.591774
Graph Density : 0.000464198572547587
Modularity : 0.273585
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,830 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-02-28 until:2022-03-07", 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, 07 March 2022 at 18:21 UTC.
The tweets in the network were tweeted over the 4-day, 20-hour, 38-minute period from Wednesday, 02 March 2022 at 03:13 UTC to Sunday, 06 March 2022 at 23:52 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:2022-02-28 until:2022-03-07
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:
[10708] #fintech,#insurtech [9810] #iot,#iiot [9804] #wordpress,#security [9696] #datavis,#infosec [9666] #mlops,#flutter [9663] #flutter,#html [9594] #insurtech,#ai [9568] #html,#azure [9538] #javascript,#reactjs [9455] #reactjs,#wordpress Top Word Pairs in Tweet in G1:
[1164] #dataviz,source [1118] long,takes [1118] takes,hacker [1118] hacker,brute [1118] brute,force [1118] force,password [1118] password,based [1118] based,length [1118] length,complexity [1118] complexity,#security Top Word Pairs in Tweet in G2:
[10707] #fintech,#insurtech [9809] #iot,#iiot [9803] #wordpress,#security [9695] #datavis,#infosec [9665] #mlops,#flutter [9662] #flutter,#html [9593] #insurtech,#ai [9567] #html,#azure [9537] #javascript,#reactjs [9454] #reactjs,#wordpress Top Word Pairs in Tweet in G3:
[159] #rstats,#dataviz [83] fuel,stations [82] #dataviz,#datavisualization [74] alternative,fuel [73] fun,thing [73] thing,getting [73] getting,better [73] better,#ggplot2 [73] #ggplot2,begin [73] begin,mimick Top Word Pairs in Tweet in G4:
[204] data,visualizations [180] #dataviz,#datastorytelling [173] love,beautiful [173] beautiful,extraordinarily [173] extraordinarily,well [173] well,published [173] published,book [173] book,better [173] better,data [173] visualizations,jschwabish Top Word Pairs in Tweet in G5:
[63] visualize,data [51] analyzed,air [51] air,quality [51] quality,data [51] data,gathered [51] gathered,epa [51] epa,#la [51] #la,county [51] county,see [51] see,effects Top Word Pairs in Tweet in G6:
[384] data,analyst [192] teksystems,sponsoring [192] sponsoring,free [192] free,virtual [192] virtual,data [192] analyst,boot [192] boot,camp [192] camp,apply [192] apply,15 [192] 15,weeks Top Word Pairs in Tweet in G7:
[107] map,shows [98] #rstats,#maps [88] europe,2020 [86] #wheat,#food [86] #food,#russianukrainianwar [86] #russianukrainianwar,#russia [86] #russia,#ukraine [85] russia,world's [85] world's,top [85] top,wheat Top Word Pairs in Tweet in G8:
[20] graphic,detail [20] detail,#dataviz [20] #dataviz,see [20] see,more [18] source,#nyc [18] #nyc,#dataviz [13] map,source [11] data,visualization [8] covid,19 [6] brainer,automl Top Word Pairs in Tweet in G9:
[50] power,#data [50] #data,storytelling [50] #dataviz,#analytics [36] magical,power [36] storytelling,co [36] co,onmoo06dy2 [36] onmoo06dy2,pascal_bornet [36] pascal_bornet,#dataviz [36] #analytics,mvollmer1 [36] mvollmer1,jeroenbartelse Top Word Pairs in Tweet in G10:
[18] meteorological,spring [18] spring,based [18] based,climate [18] climate,uk [18] uk,define [18] define,spring [18] spring,dates [18] dates,between [18] between,coldest [18] coldest,warmest 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 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: