The graph represents a network of 5,205 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-07-25 until:2022-08-01", 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, 01 August 2022 at 12:01 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 47-minute period from Monday, 25 July 2022 at 00:00 UTC to Sunday, 31 July 2022 at 23:48 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 : 5205
Unique Edges : 9047
Edges With Duplicates : 8959
Total Edges : 18006
Number of Edge Types : 5
Retweet : 8111
MentionsInRetweet : 6275
Tweet : 1313
Replies to : 538
Mentions : 1769
Self-Loops : 1529
Reciprocated Vertex Pair Ratio : 0.0291181364392679
Reciprocated Edge Ratio : 0.0565885206143897
Connected Components : 446
Single-Vertex Connected Components : 208
Maximum Vertices in a Connected Component : 3990
Maximum Edges in a Connected Component : 16153
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.73325
Graph Density : 0.000365343735440336
Modularity : 0.496194
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,205 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-07-25 until:2022-08-01", 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, 01 August 2022 at 12:01 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 47-minute period from Monday, 25 July 2022 at 00:00 UTC to Sunday, 31 July 2022 at 23:48 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:2022-07-25 until:2022-08-01
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:
[3408] #javascript,#reactjs [3269] #datavis,#infosec [3028] #fintech,#insurtech [2791] #iot,#iiot [2770] #flutter,#html [2750] #html,#azure [2731] #reactjs,#wordpress [2721] #wordpress,#security [2634] #security,#defi [2598] #insurtech,#ai Top Word Pairs in Tweet in G1:
[360] tus,gráficos [275] #dataviz,#rstats [224] #data,#dataviz [214] #stats,#statistics [207] #dataviz,#datavisualization [206] #datascience,#stats [180] personaliza,tus [180] gráficos,ggplot2 [180] ggplot2,sola [180] sola,línea Top Word Pairs in Tweet in G2:
[64] #dataviz,#datavisualization [64] visualize,data [61] #dataviz,#python [59] analyzed,air [59] air,quality [59] quality,data [59] data,gathered [59] gathered,epa [59] epa,#la [59] #la,county Top Word Pairs in Tweet in G3:
[3406] #javascript,#reactjs [3268] #datavis,#infosec [3026] #fintech,#insurtech [2785] #iot,#iiot [2770] #flutter,#html [2750] #html,#azure [2731] #reactjs,#wordpress [2721] #wordpress,#security [2634] #security,#defi [2598] #insurtech,#ai Top Word Pairs in Tweet in G4:
[20] join,code4africa's [20] code4africa's,freda [20] freda,victor [20] #datafestafrica,event [20] event,nigeria [14] #plusminusco,#nationalauntieday [14] #nationalauntieday,co [11] looks,good [11] #dataviz,f_l_o_u_r_i_s_h [11] f_l_o_u_r_i_s_h,canva Top Word Pairs in Tweet in G5:
[165] #rstats,#dataviz [82] #rstats,#ggplot2 [70] #tidyverse,#dataviz [69] #dataviz,#datavisualization [68] hidden,gems [68] gems,well [68] well,known [68] known,#rstats [68] #rstats,packages [68] packages,spice Top Word Pairs in Tweet in G6:
[302] #우유,#대체우유 [302] #대체우유,#마부뉴스 [302] #마부뉴스,#datajournalism [302] #datajournalism,#dataviz [300] 뉴스레터,보러가기 [300] 보러가기,#우유 [298] 탄소,배출을 [298] 배출을,줄이려고 [298] 줄이려고,대체우유를 [298] 대체우유를,마시는 Top Word Pairs in Tweet in G7:
[158] #dataviz,#maps [152] #rstats,#datascience [120] map,draws [120] draws,attention [120] attention,people [120] people,europe [120] europe,afford [120] afford,basic [120] basic,things [120] things,#poverty Top Word Pairs in Tweet in G8:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [18] data,visualization [11] #data,#dataviz [11] data,analytics [11] #dataviz,#datavisualization [10] #dataviz,#data [10] data,science Top Word Pairs in Tweet in G9:
[152] lot,ba [152] ba,around [152] around,world [152] world,#dataviz [152] #dataviz,ourworldindata [152] ourworldindata,derived [152] derived,firefoxx66 [152] firefoxx66,gisaid [2] beautif10050802,drericding [2] drericding,md Top Word Pairs in Tweet in G10:
[154] looking,back [154] back,july's [154] july's,extremes [154] extremes,latest [154] latest,climate [154] climate,#dataviz [154] #dataviz,june [154] june,record [154] record,hottest [154] hottest,temperatures 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 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 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: