The graph represents a network of 4,719 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-06-13 until:2022-06-20", 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 June 2022 at 13:04 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 56-minute period from Monday, 13 June 2022 at 00:02 UTC to Sunday, 19 June 2022 at 23:59 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 : 4719
Unique Edges : 10550
Edges With Duplicates : 15085
Total Edges : 25635
Number of Edge Types : 5
Mentions : 1968
Retweet : 10312
MentionsInRetweet : 10639
Tweet : 1007
Replies to : 1709
Self-Loops : 1221
Reciprocated Vertex Pair Ratio : 0.0238321388481133
Reciprocated Edge Ratio : 0.0465547777684069
Connected Components : 462
Single-Vertex Connected Components : 177
Maximum Vertices in a Connected Component : 3291
Maximum Edges in a Connected Component : 23401
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.808812
Graph Density : 0.000532557991419605
Modularity : 0.403274
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,719 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-06-13 until:2022-06-20", 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 June 2022 at 13:04 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 56-minute period from Monday, 13 June 2022 at 00:02 UTC to Sunday, 19 June 2022 at 23:59 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:2022-06-13 until:2022-06-20
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:
[5662] #fintech,#insurtech [5166] #datavis,#infosec [5061] #javascript,#reactjs [4975] #mlops,#flutter [4962] #flutter,#html [4915] #infosec,#devops [4903] #html,#azure [4857] #wordpress,#security [4854] #iot,#iiot [4763] #insurtech,#ai Top Word Pairs in Tweet in G1:
[384] #rstats,#dataviz [215] #python,#programming [214] #cloud,#ai [214] #flutter,#serverless [214] #serverless,#neuralnetwork [209] #iot,#iiot [190] #datascience,#python [189] #ai,#analytics [186] #nlp,#digitalhealth [186] #digitalhealth,#wearables Top Word Pairs in Tweet in G2:
[427] data,visualization [339] read,free [312] #dataviz,#rstats [311] free,ebook [311] ebook,fundamentals [311] fundamentals,data [311] visualization,claus [311] claus,wilke [311] wilke,#dataviz [311] #rstats,following Top Word Pairs in Tweet in G3:
[5479] #fintech,#insurtech [5004] #datavis,#infosec [4912] #javascript,#reactjs [4840] #mlops,#flutter [4826] #flutter,#html [4779] #infosec,#devops [4769] #html,#azure [4718] #wordpress,#security [4644] #iot,#iiot [4639] #insurtech,#ai Top Word Pairs in Tweet in G4:
[222] #datascience,#dataviz [221] kenpom's,top [221] over,past [221] #ncaabasketball,#ncaambb [221] #ncaambb,#statstwitter [221] #statstwitter,#datascience [210] top,defenses [210] defenses,over [125] #dataviz,#machinelearning [121] past,years Top Word Pairs in Tweet in G5:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [28] source,#nyc [28] #nyc,#dataviz [17] map,source [16] data,visualization [10] #dataviz,#datavisualization [10] #dataviz,#cloudcomputing Top Word Pairs in Tweet in G6:
[56] #maps,#gis [52] predicted,reach [52] reach,mid [52] mid,30s [52] 30s,tomorrow [52] tomorrow,uk [52] uk,50 [52] 50,years [52] years,ago [52] ago,unheard Top Word Pairs in Tweet in G7:
[65] #streamlit,web [65] web,app [65] app,#geospatial [65] #geospatial,applications [65] applications,built [65] built,upon [65] upon,streamlit's [65] streamlit's,native [65] native,support [65] support,multipage Top Word Pairs in Tweet in G8:
[103] tip,cuándo [103] cuándo,utilizar [94] utilizar,diagrama [73] distribución,variable [69] #dataviz,#datavisualization [64] variable,continua [64] continua,variable [64] variable,categórica [57] #datavisualization,#data [51] diagrama,cajas Top Word Pairs in Tweet in G9:
[12] data,visualisation [9] know,many [9] many,#dataviz [9] #dataviz,people [9] people,pie [9] pie,charts [9] charts,true [9] true,stuff [9] stuff,nightmares [9] blog,centred Top Word Pairs in Tweet in G10:
[120] #datostmec,dónde [120] dónde,exportaciones [120] exportaciones,norteamérica [120] norteamérica,#canada [120] #canada,#mexico [120] #mexico,mercados [120] mercados,grandes [120] grandes,#estadosunidos [120] #estadosunidos,recibe [120] recibe,doble 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 G6:
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 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: