The graph represents a network of 1,124 Twitter users whose recent tweets contained "#dataviz since:2020-11-09 until:2020-11-16", 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, 23 November 2020 at 10:42 UTC.
The tweets in the network were tweeted over the 1-day, 18-hour, 45-minute period from Saturday, 14 November 2020 at 05:02 UTC to Sunday, 15 November 2020 at 23:47 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 : 1124
Unique Edges : 1352
Edges With Duplicates : 566
Total Edges : 1918
Number of Edge Types : 5
Retweet : 1095
Tweet : 238
MentionsInRetweet : 350
Mentions : 216
Replies to : 19
Self-Loops : 259
Reciprocated Vertex Pair Ratio : 0.00950292397660819
Reciprocated Edge Ratio : 0.0188269370021723
Connected Components : 161
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 599
Maximum Edges in a Connected Component : 1203
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.508592
Graph Density : 0.00109407630172105
Modularity : 0.698914
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,124 Twitter users whose recent tweets contained "#dataviz since:2020-11-09 until:2020-11-16", 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, 23 November 2020 at 10:42 UTC.
The tweets in the network were tweeted over the 1-day, 18-hour, 45-minute period from Saturday, 14 November 2020 at 05:02 UTC to Sunday, 15 November 2020 at 23:47 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 since:2020-11-09 until:2020-11-16
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:
[160] #datascience,#dataanalytics [149] #dataviz,source [145] #rstats,#maps [143] #100daysofcode,#womenwhocode [136] #datascience,#dataviz [128] data,science [118] #rstats,#dataviz [117] color,blind [112] #machinelearning,#deeplearning [110] #dataviz,#rstats Top Word Pairs in Tweet in G1:
[147] #dataviz,source [93] elevation,map [93] map,tiled [93] tiled,#dataviz [47] #covid19,lockdown [47] lockdown,changed [47] changed,#gaming [47] #gaming,habits [47] habits,#dataviz [5] #election2020,#dataviz Top Word Pairs in Tweet in G2:
[99] 10,bands [99] bands,latitude [99] latitude,longitude [99] longitude,equal [99] equal,population [99] population,#dataviz [99] #dataviz,#rstats [99] #rstats,#maps [99] #maps,#gis [9] each,box Top Word Pairs in Tweet in G3:
[144] #datascience,#dataanalytics [133] #100daysofcode,#womenwhocode [119] #datascience,#dataviz [115] data,science [106] #machinelearning,#deeplearning [97] #devcommunity,#machinelearning [93] #machinelearning,#100daysofcode [93] #100daysofcode,#iot [93] #iot,#100daysofmlcode [93] #100daysofmlcode,#flutter Top Word Pairs in Tweet in G4:
[38] #dataviz,#bigdata [38] #bigdata,#datascience [38] #datascience,#rstats [36] proud,share [36] share,interactive [36] interactive,map [36] map,yugoslavia [36] yugoslavia,featuring [36] featuring,key [36] key,info Top Word Pairs in Tweet in G5:
[5] #dataviz,#datavisualization [2] growth,rate [2] big,problem [2] problem,dashboards [2] dashboards,#datadriven [2] #datadriven,#dataviz [2] digital,marketing [2] 16,11 [2] 11,2019 [2] sp,morte Top Word Pairs in Tweet in G6:
[44] #30daymapchallenge,day [36] #rspatial,#rstats [32] #dataviz,#rspatial [25] climate,change [19] #ai,#artificialintelligence [17] day,11 [15] #datascience,#datascientist [13] #artificialintelligence,#machinelearning [13] 11,climate [13] change,annual Top Word Pairs in Tweet in G7:
[105] color,blind [35] data,visualization [35] visualization,critical [35] critical,sharing [35] sharing,science [35] science,use [35] use,color [35] color,scheme [35] scheme,color [35] blind,friendly Top Word Pairs in Tweet in G8:
[9] gracing,inbox [9] inbox,email [9] email,data [9] data,viz [9] viz,competition [9] competition,thursday [9] thursday,#blackindataweek [9] #blackindataweek,days [9] days,folks [9] folks,fav Top Word Pairs in Tweet in G9:
[13] vote,people [13] #dataviz,karim_douieb [12] land,doesn [12] doesn,vote [12] people,importance [12] importance,understanding [12] understanding,map [12] map,visualisations [12] visualisations,brilliant [12] brilliant,#dataviz Top Word Pairs in Tweet in G10:
[4] landline,mobile [4] mobile,subscriptions [4] subscriptions,over [4] over,time [4] time,hansrosling [4] hansrosling,#smartphones [4] #smartphones,#digitaltransformation [4] #digitaltransformation,#dataviz [4] #dataviz,alvinfoo [4] alvinfoo,chboursin Top Replied-To in Entire Graph:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
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: