The graph represents a network of 5,182 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-03-13 until:2023-03-20", 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, 20 March 2023 at 10:08 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 41-minute period from Monday, 13 March 2023 at 00:00 UTC to Sunday, 19 March 2023 at 23:42 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 : 5182
Unique Edges : 6994
Edges With Duplicates : 5864
Total Edges : 12858
Number of Edge Types : 5
Retweet : 5987
Mentions : 1860
MentionsInRetweet : 3836
Tweet : 1019
Replies to : 156
Self-Loops : 1536
Reciprocated Vertex Pair Ratio : 0.00984528832630099
Reciprocated Edge Ratio : 0.0194986072423398
Connected Components : 402
Single-Vertex Connected Components : 183
Maximum Vertices in a Connected Component : 3804
Maximum Edges in a Connected Component : 11048
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.394105
Graph Density : 0.000267432043767079
Modularity : 0.52752
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,182 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-03-13 until:2023-03-20", 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, 20 March 2023 at 10:08 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 41-minute period from Monday, 13 March 2023 at 00:00 UTC to Sunday, 19 March 2023 at 23:42 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:2023-03-13 until:2023-03-20
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:
[1317] #insurtech,#himss23 [1317] #frenchtech,#iot [1317] #himss23,#traveltech [1317] #finserv,#insurtech [1317] #ai,#frenchtech [1317] #smartcity,#dataviz [1317] #healthtech,#smartcity [1317] #iot,chidambara09 [1317] chidambara09,#bigdata [1317] #traveltech,#ai Top Word Pairs in Tweet in G1:
[1021] basin,scaled [1021] according,drainage [1021] #drainagebasin,#python [1021] #rivers,#drainagebasin [1021] #geography,#dataviz [1021] rivers,coloured [1021] #python,#geography [1021] drainage,basin [1021] coloured,according [1021] scaled,discharge Top Word Pairs in Tweet in G2:
[376] #datascience,#dataviz [321] #dataviz,#datavisualization [280] #analisisdedatos,#cienciadedatos [192] crear,gráficos [182] #machinelearning,#ml [174] #datavisualization,#stats [158] #stats,#analytics [157] #dataviz,#stats [148] #rstats,#datascience [139] #dataviz,#rstats Top Word Pairs in Tweet in G3:
[496] 50,years [349] different,populations [349] anscombe,warned [349] years,ago [349] statistical,analysis [349] demonstrate,point [349] #dataviz,essential [349] quarter,four [349] statistical,measures [349] generated,known Top Word Pairs in Tweet in G4:
[145] #rstats,#datascience [133] #datascience,#dataviz [125] #datavisualization,#dataviz [122] data,source [122] map,showing [117] terrain,model [117] showing,terrain [116] #gischat,#geospatial [116] #cartography,#datavisualization [116] #geospatial,#cartography Top Word Pairs in Tweet in G5:
[288] australia,each [288] years,pandemic [288] represented,single [288] each,individual [288] here's,dataviz [288] mapped,various [288] fatalities,australia [288] individual,death [288] various,months [288] point,mapped Top Word Pairs in Tweet in G6:
[173] visualize,data [147] tableau,used [147] county,see [147] help,visualize [147] quality,data [147] data,points [147] analyzed,air [147] epa,#la [147] california,wildfires [147] read,#griddb Top Word Pairs in Tweet in G7:
[23] usdt,pnl [13] #data,#dataviz [11] data,visualization [10] total,rev [9] #dataviz,#datavisualization [8] #datavisualization,#dataviz [8] #dataanalytics,#datascience [7] #ftm,usdt [7] #dataviz,#ia [7] #trading,#python Top Word Pairs in Tweet in G8:
[74] #datascience,#dataviz [62] programación,estadística [56] #datascience,#datascientists [54] data,visualization [54] #python,#coding [51] #dataviz,#machinelearning [50] #100daysofcode,#datascience [47] analysis,data [47] 532,#python [47] #coding,book Top Word Pairs in Tweet in G9:
[151] apps,chrome [151] nextjs,tailwindcss [151] emails,native [151] desktop,menubar [151] apps,pdfs [151] native,apps [151] web,open [151] build,anything [151] pdfs,desktop [151] tailwindcss,need Top Word Pairs in Tweet in G10:
[80] data,science [41] #datascience,#dataviz [24] #dataviz,#analytics [20] #datastrategy,#dataviz [20] #datascience,#datascientist [20] #datascientist,#datastrategy [20] #data,#datascience [19] #dataanalytics,#dataviz [17] #dataviz,#dataanalytics [16] #dataviz,read Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
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 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: