The graph represents a network of 4,815 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 18,000 tweets. The network was obtained from Twitter on Wednesday, 10 February 2021 at 11:16 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 4-minute period from Tuesday, 02 February 2021 at 15:11 UTC to Wednesday, 10 February 2021 at 10:16 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 : 4815
Unique Edges : 9992
Edges With Duplicates : 8699
Total Edges : 18691
Number of Edge Types : 5
Retweet : 8762
MentionsInRetweet : 5965
Mentions : 1761
Tweet : 1220
Replies to : 983
Self-Loops : 1302
Reciprocated Vertex Pair Ratio : 0.02703975880912
Reciprocated Edge Ratio : 0.0526557196587469
Connected Components : 490
Single-Vertex Connected Components : 210
Maximum Vertices in a Connected Component : 3454
Maximum Edges in a Connected Component : 16467
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.577738
Graph Density : 0.000470288070317579
Modularity : 0.485268
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,815 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 18,000 tweets. The network was obtained from Twitter on Wednesday, 10 February 2021 at 11:16 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 4-minute period from Tuesday, 02 February 2021 at 15:11 UTC to Wednesday, 10 February 2021 at 10:16 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2239] #vr,#womenwhocode [2220] #100daysofcode,#ai [2173] #tech,#vr [2166] #ai,#analytics [1873] #artificialintelligence,#bigdata [1717] #analytics,#artificialintelligence [1545] #iot,#javascript [1528] #javascript,#machinelearning [1499] #machinelearning,#nodejs [1462] #coding,#dataviz Top Word Pairs in Tweet in G1:
[2199] #vr,#womenwhocode [2186] #100daysofcode,#ai [2134] #ai,#analytics [2132] #tech,#vr [1840] #artificialintelligence,#bigdata [1683] #analytics,#artificialintelligence [1512] #iot,#javascript [1502] #javascript,#machinelearning [1478] #machinelearning,#nodejs [1429] #coding,#dataviz Top Word Pairs in Tweet in G2:
[223] #rstats,#dataviz [88] unconf,session [87] hice,mapa [86] mapa,dasimétrico [86] dasimétrico,poco [86] poco,hice [86] mapa,desigualdades [86] desigualdades,uso [86] uso,coropletas [86] coropletas,tipos Top Word Pairs in Tweet in G3:
[158] #dataviz,showing [158] showing,recorded [158] recorded,#earthquake [158] #earthquake,sequence [158] sequence,occurred [158] occurred,1901 [158] 1901,2000 [158] 2000,noaa_sos [136] amazing,#dataviz [136] #science,#education Top Word Pairs in Tweet in G4:
[17] graphic,detail [17] detail,#dataviz [17] #dataviz,see [17] see,more [14] read,#client [14] #client,#reviews [14] #reviews,#questions [13] #website,#analysis [13] performing,sector [13] follow,along Top Word Pairs in Tweet in G5:
[161] #dataviz,#visualart [154] map,shows [140] #datascience,#maps [131] day,map [129] world,cancer [129] cancer,day [129] shows,cancer [129] cancer,death [129] death,rate [129] rate,europe Top Word Pairs in Tweet in G6:
[210] #gis,#remotesensing [188] #gischat,#eochat [185] #geemap,#earthengine [108] #remotesensing,#python [108] #jupyter,#mapping [102] releasing,videos [102] videos,two [102] two,courses [102] courses,teaching [102] teaching,semester Top Word Pairs in Tweet in G7:
[34] lesliehook,hjesanderson [28] fossil,fuels [25] award,winning [25] blast,working [25] working,lesliehook [25] hjesanderson,incredible [25] incredible,long [25] long,read [25] read,transition [25] transition,fossil Top Word Pairs in Tweet in G8:
[138] #dataviz,source [80] vegetation,#africa [80] #africa,2019 [80] 2019,#dataviz [21] world's,billion [21] billion,sheep [21] sheep,live [21] live,#dataviz [16] electric,vehicles [16] vehicles,consistently Top Word Pairs in Tweet in G9:
[91] #datascience,#dataviz [89] map,generated [89] generated,#python [89] #python,using [89] using,#matplotlib [89] #pandas,#data [89] #data,#datascience [89] #dataviz,#geography [86] live,map [86] #matplotlib,#numpy Top Word Pairs in Tweet in G10:
[51] #dataviz,#maps [51] #maps,#gis [47] #gis,#projectionmapping [47] #projectionmapping,#mapping [46] projection,true [46] true,size [45] animating,mercator [42] mercator,projection [42] size,each [42] each,country 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 G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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: