The graph represents a network of 3,996 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-05-17 until:2021-05-24", 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 Tuesday, 25 May 2021 at 11:26 UTC.
The tweets in the network were tweeted over the 5-day, 23-hour, 36-minute period from Tuesday, 18 May 2021 at 00:19 UTC to Sunday, 23 May 2021 at 23:55 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 : 3996
Unique Edges : 7261
Edges With Duplicates : 3158
Total Edges : 10419
Number of Edge Types : 5
Retweet : 4087
MentionsInRetweet : 3341
Mentions : 1505
Tweet : 1216
Replies to : 270
Self-Loops : 1276
Reciprocated Vertex Pair Ratio : 0.0250270562770563
Reciprocated Edge Ratio : 0.0488319915533852
Connected Components : 508
Single-Vertex Connected Components : 219
Maximum Vertices in a Connected Component : 2642
Maximum Edges in a Connected Component : 8161
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.978978
Graph Density : 0.000474629823816307
Modularity : 0.642755
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,996 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-05-17 until:2021-05-24", 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 Tuesday, 25 May 2021 at 11:26 UTC.
The tweets in the network were tweeted over the 5-day, 23-hour, 36-minute period from Tuesday, 18 May 2021 at 00:19 UTC to Sunday, 23 May 2021 at 23:55 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:2021-05-17 until:2021-05-24
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:
[350] #bigdata,#cloud [335] #100daysofcode,#dataviz [332] #analytics,#bigdata [326] #tensorflow,#coding [303] #python,#datascience [303] #artificialintelligence,#bigdata [301] #rstats,#dataviz [300] #100daysofcode,#ai [299] #coding,#dataviz [297] #rstats,#ai Top Word Pairs in Tweet in G1:
[261] #rstats,#dataviz [122] #maps,#rstats [119] #dataviz,#datascience [94] code,#rstats [87] data,visualization [83] #datascience,#dataviz [76] #tidytuesday,looked [76] looked,salary [76] salary,range [76] range,each Top Word Pairs in Tweet in G2:
[321] #bigdata,#cloud [308] #100daysofcode,#dataviz [301] #analytics,#bigdata [298] #tensorflow,#coding [278] #python,#datascience [277] #artificialintelligence,#bigdata [276] #coding,#dataviz [271] #rstats,#ai [271] #100daysofcode,#ai [265] #cloud,#coding Top Word Pairs in Tweet in G3:
[34] grand,final [32] song,contest [30] #dataviz,#datavisualization [29] around,world [28] low,code [28] code,tools [27] tonight,grand [27] final,eurovision [27] eurovision,song [27] contest,expect Top Word Pairs in Tweet in G4:
[24] graphic,detail [24] detail,#dataviz [24] #dataviz,see [24] see,more [12] data,visualization [8] data,viz [8] #data,#dataviz [8] 05,2020 [8] morte#1,masculino [8] #mapa,#violencia Top Word Pairs in Tweet in G5:
[34] analyzed,air [34] air,quality [34] quality,data [34] data,gathered [34] gathered,epa [34] epa,#la [34] #la,county [34] county,see [34] see,effects [34] effects,california Top Word Pairs in Tweet in G6:
[74] #dataviz,source [70] spread,radiation [70] radiation,following [70] following,#chernobyl [70] #chernobyl,incident [70] incident,1986 [70] 1986,#dataviz [70] #dataviz,anyone [70] anyone,stories [70] stories,living Top Word Pairs in Tweet in G7:
[99] state,state [99] nytopinion,turned [98] today,surgoventures [98] surgoventures,released [98] released,survey [98] survey,18k [98] 18k,adults [98] adults,revealing [98] revealing,top [98] top,barriers Top Word Pairs in Tweet in G8:
[39] #dataviz,la_lettura [30] years,ago [29] hardly,believe [29] believe,officially [29] officially,designed [29] designed,50 [29] 50,#dataviz [29] la_lettura,first [29] first,freelance [29] freelance,collaboration Top Word Pairs in Tweet in G9:
[33] #opendata,#dataviz [17] #eudataviz,2021 [17] year,conference [17] conference,cover [16] participate,#eudataviz [16] 2021,listen [16] listen,those [16] those,participated [16] participated,previous [16] previous,edition Top Word Pairs in Tweet in G10:
[27] climate,change [22] fascinating,article [22] article,stefanwagstyl [22] stefanwagstyl,climate [22] change,becoming [22] becoming,less [22] less,battle [22] battle,nations [22] nations,rich [22] rich,vs 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 G5:
Top Replied-To in G7:
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 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: