The graph represents a network of 5,054 Twitter users whose recent tweets contained "dataviz OR datavis until:2021-06-21", 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, 21 June 2021 at 10:42 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 45-minute period from Saturday, 12 June 2021 at 19:14 UTC to Sunday, 20 June 2021 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 : 5054
Unique Edges : 8899
Edges With Duplicates : 6551
Total Edges : 15450
Number of Edge Types : 5
Mentions : 1733
Retweet : 7830
Replies to : 313
MentionsInRetweet : 4049
Tweet : 1525
Self-Loops : 1601
Reciprocated Vertex Pair Ratio : 0.0223730251298908
Reciprocated Edge Ratio : 0.0437668533499274
Connected Components : 473
Single-Vertex Connected Components : 209
Maximum Vertices in a Connected Component : 3698
Maximum Edges in a Connected Component : 13273
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.763677
Graph Density : 0.000377557056264146
Modularity : 0.547598
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,054 Twitter users whose recent tweets contained "dataviz OR datavis until:2021-06-21", 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, 21 June 2021 at 10:42 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 45-minute period from Saturday, 12 June 2021 at 19:14 UTC to Sunday, 20 June 2021 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 until:2021-06-21
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:
[2421] #ml,#nlp [2243] #analytics,#bigdata [2067] #iot,#iiot [2050] #python,#datascience [2048] #100daysofcode,#dataviz [2012] #datascientists,#analytics [2000] #datascience,#machinelearning [1964] #tensorflow,#coding [1931] #tableau,#100daysofcode [1924] #coding,#tableau Top Word Pairs in Tweet in G1:
[2353] #ml,#nlp [2199] #analytics,#bigdata [2029] #iot,#iiot [2008] #python,#datascience [2007] #100daysofcode,#dataviz [1972] #datascientists,#analytics [1954] #datascience,#machinelearning [1924] #tensorflow,#coding [1891] #tableau,#100daysofcode [1883] #coding,#tableau Top Word Pairs in Tweet in G2:
[166] #rstats,#dataviz [73] #dataviz,#rstats [50] #dataviz,#datascience [50] great,lakes [46] data,viz [45] web,bois [43] #datascience,#dataviz [39] #tidytuesday,week [38] week,25 [34] historyofstats,statsyss Top Word Pairs in Tweet in G3:
[115] newyorker,piece [114] come,rely [114] rely,graphs [114] graphs,#dataviz [114] #dataviz,invention [114] invention,graphs [114] graphs,charts [114] charts,much [114] much,quieter [114] quieter,affair Top Word Pairs in Tweet in G4:
[153] #dataviz,source [64] much,each [64] each,character [64] character,#theoffice [64] #theoffice,speaks [64] speaks,throughout [64] throughout,series [64] series,#dataviz [57] topography,roman [57] roman,empire Top Word Pairs in Tweet in G5:
[33] see,more [32] graphic,detail [32] detail,#dataviz [32] #dataviz,see [10] covid,19 [10] #dataviz,#datavisualization [8] data,visualization [8] #bigdata,#dataviz [8] last,100 [8] 100,bills Top Word Pairs in Tweet in G6:
[200] #rstats,#dataviz [199] link,#rstats [199] #dataviz,#ggplot2 [183] wrote,series [183] series,tutorials [183] tutorials,powerful [183] powerful,extensions [183] extensions,ggplot2 [183] ggplot2,link [16] wrote,small Top Word Pairs in Tweet in G7:
[174] #dataviz,#rstats [146] countries,world [146] world,ranked [146] ranked,population [146] population,size [146] size,map [146] map,size [146] size,proportional [146] proportional,population [146] population,100 Top Word Pairs in Tweet in G8:
[268] english,language [134] keyboard,letters [134] letters,sized [134] sized,according [134] according,frequency [134] frequency,use [134] use,english [134] language,horrible [134] horrible,idea [134] idea,keyboard Top Word Pairs in Tweet in G9:
[38] malofiej,#malofiej29 [30] #malofiej29,#infographie [30] #infographie,#cartographie [30] #cartographie,#dataviz [29] l'agence,ore [29] aux,données [27] #dataviz,ère [27] ère,#cartographie [27] #cartographie,réseaux [27] réseaux,multi Top Word Pairs in Tweet in G10:
[92] #dataviz,#gis [92] #mapping,#ipyleaflet [90] #gis,#mapping [88] #ipyleaflet,#jupyter [78] #geopython,#dataviz [46] #leafmap,feature [46] notebook,github [46] github,#geopython [46] playlist,#geopython [34] starting,tutorial 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 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: