The graph represents a network of 1,446 Twitter users whose recent tweets contained "#dataviz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 2,000 tweets. The network was obtained from Twitter on Friday, 19 February 2021 at 16:17 UTC.
The tweets in the network were tweeted over the 1-day, 16-hour, 32-minute period from Wednesday, 17 February 2021 at 23:33 UTC to Friday, 19 February 2021 at 16:05 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 : 1446
Unique Edges : 2618
Edges With Duplicates : 1032
Total Edges : 3650
Number of Edge Types : 5
Retweet : 1559
MentionsInRetweet : 1241
Tweet : 353
Mentions : 433
Replies to : 64
Self-Loops : 371
Reciprocated Vertex Pair Ratio : 0.00981132075471698
Reciprocated Edge Ratio : 0.0194319880418535
Connected Components : 231
Single-Vertex Connected Components : 95
Maximum Vertices in a Connected Component : 864
Maximum Edges in a Connected Component : 2908
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.562426
Graph Density : 0.00128070754784706
Modularity : 0.636827
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,446 Twitter users whose recent tweets contained "#dataviz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 2,000 tweets. The network was obtained from Twitter on Friday, 19 February 2021 at 16:17 UTC.
The tweets in the network were tweeted over the 1-day, 16-hour, 32-minute period from Wednesday, 17 February 2021 at 23:33 UTC to Friday, 19 February 2021 at 16:05 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
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[307] #analytics,#bigdata [266] #rstats,#ai [243] #bigdata,#rstats [217] #python,#datascience [210] #ai,#analytics [206] #100daysofcode,#ai [204] #coding,#dataviz [204] #nlp,#flutter [203] #dataviz,#datascience [202] #rstats,#dataviz Top Word Pairs in Tweet in G1:
[292] #analytics,#bigdata [251] #rstats,#ai [230] #bigdata,#rstats [210] #python,#datascience [202] #ai,#analytics [199] #100daysofcode,#ai [198] #coding,#dataviz [193] #ml,#nlp [191] #tech,#vr [191] #nlp,#flutter Top Word Pairs in Tweet in G2:
[47] observablehq,notebooks [47] drawing,animating [47] animating,'waterlines' [47] 'waterlines',technique [47] technique,water [47] water,maps [44] ve,shared [44] shared,collection [44] collection,observablehq [44] notebooks,drawing Top Word Pairs in Tweet in G3:
[5] #dataviz,#datavisualization [5] covid,19 [4] #dataviz,#datavisualisation [4] 02,2020 [4] sp,morte [4] morte,morte#1 [4] morte#1,masculino [4] #mapa,#violencia [4] #violencia,#dadosabertos [4] #dadosabertos,#transparencia Top Word Pairs in Tweet in G4:
[78] truncating,bar [78] bar,graphs [78] graphs,persistently [78] persistently,misleads [78] misleads,viewers [78] viewers,press [78] press,journal [78] journal,applied [78] applied,memory [78] memory,cognition Top Word Pairs in Tweet in G5:
[54] #rstats,#dataviz [19] #ntts2021,detailed [19] detailed,programme [19] programme,check [19] check,130 [19] 130,speakers [19] speakers,64 [19] 64,topics [19] topics,#rstats [19] #dataviz,#newdatasources Top Word Pairs in Tweet in G6:
[24] analyzed,air [24] air,quality [24] quality,data [24] data,gathered [24] gathered,epa [24] epa,#la [24] #la,county [24] county,effects [24] effects,california [24] california,wildfires Top Word Pairs in Tweet in G7:
[26] frequently,asked [26] asked,#dataviz [26] #dataviz,books [26] books,read [26] read,long [26] long,answer [26] answer,featuring [26] featuring,14 [26] 14,great [26] great,books Top Word Pairs in Tweet in G8:
[34] #dataviz,#datascience [23] huge,gender [23] gender,difference [23] difference,accident [23] accident,death [23] death,rates [23] rates,people [23] people,65 [23] 65,map [23] map,eu27 Top Word Pairs in Tweet in G9:
[40] #geemap,#earthengine [40] #earthengine,#gis [40] #gis,#remotesensing [40] #remotesensing,#python [40] #python,#geopython [40] #geopython,#gischat [40] #gischat,#eochat [40] #eochat,#jupyter [40] #jupyter,#mapping [40] #mapping,#dataviz Top Word Pairs in Tweet in G10:
[15] 2021,nba [15] nba,nbastats [15] nbastats,#gamecharts [15] #gamecharts,#dataviz [10] wednesday,feb [10] feb,17th [10] 17th,2021 [3] thursday,february [3] february,18 [3] 18,2021 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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 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: