The graph represents a network of 5,143 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 10,000 tweets. The network was obtained from Twitter on Friday, 22 January 2021 at 13:35 UTC.
The tweets in the network were tweeted over the 7-day, 14-hour, 43-minute period from Thursday, 14 January 2021 at 21:25 UTC to Friday, 22 January 2021 at 12:08 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 : 5143
Unique Edges : 10308
Edges With Duplicates : 14890
Total Edges : 25198
Number of Edge Types : 5
Retweet : 8450
MentionsInRetweet : 12864
Tweet : 1060
Mentions : 1611
Replies to : 1213
Self-Loops : 1136
Reciprocated Vertex Pair Ratio : 0.0140399285830222
Reciprocated Edge Ratio : 0.0276910764305722
Connected Components : 420
Single-Vertex Connected Components : 197
Maximum Vertices in a Connected Component : 4019
Maximum Edges in a Connected Component : 23335
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.283689
Graph Density : 0.000472484606530928
Modularity : 0.415241
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 5,143 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 10,000 tweets. The network was obtained from Twitter on Friday, 22 January 2021 at 13:35 UTC.
The tweets in the network were tweeted over the 7-day, 14-hour, 43-minute period from Thursday, 14 January 2021 at 21:25 UTC to Friday, 22 January 2021 at 12:08 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:
[2313] #dataviz,#deeplearning [2030] #100daysofcode,#ai [2025] #coding,#data [2005] #datascience,#dataviz [1970] #iot,#machinelearning [1968] #deeplearning,#dl [1967] #nlp,#nodejs [1951] #ai,#analytics [1941] #python,#rstats [1934] #cloud,#coding Top Word Pairs in Tweet in G1:
[490] global,monthly [489] monthly,temperature [476] #globalwarming,#climatechange [469] #dataviz,#globalwarming [465] 1851,2020 [465] 2020,compared [465] 1850,1900 [456] compared,average [456] many,recent [456] recent,months Top Word Pairs in Tweet in G2:
[2310] #dataviz,#deeplearning [2027] #100daysofcode,#ai [2024] #coding,#data [1968] #iot,#machinelearning [1966] #deeplearning,#dl [1964] #nlp,#nodejs [1946] #ai,#analytics [1935] #python,#rstats [1932] #cloud,#coding [1925] #machinelearning,#ml Top Word Pairs in Tweet in G3:
[104] #rstats,#dataviz [87] #outlier2021,#dataviz [82] #dataviz,tickets [82] tickets,speakers [81] meet,speaker [73] #dataviz,#rstats [62] mapa,desigualdad [62] desigualdad,españa [62] españa,life [62] life,depends Top Word Pairs in Tweet in G4:
[434] #dataviz,source [204] spend,time [204] time,older [204] older,#dataviz [129] rich,wayyyy [129] wayyyy,richer [129] richer,during [129] during,#covid19 [129] #covid19,#pandemic [129] #pandemic,#dataviz Top Word Pairs in Tweet in G5:
[34] #tableau,#dataviz [31] hi,#datafam [30] #datascience,#dataviz [27] #ddj,#dataviz [25] #dataviz,#tableau [24] #datafam,#dataviz [24] #dataviz,#datafam [22] #dataviz,#datavisualization [21] submission,#makeovermonday [19] _cjmayes,template Top Word Pairs in Tweet in G6:
[23] graphic,detail [23] detail,#dataviz [23] #dataviz,see [23] see,more [20] #website,#analysis [20] over,300 [20] 300,#fiverr [20] #fiverr,#gigs [20] #gigs,done [20] read,#client Top Word Pairs in Tweet in G7:
[95] background,color [95] color,works [95] works,black [95] black,white [95] white,elements [94] one,favorite [94] favorite,#dataviz [94] #dataviz,design [94] design,discoveries [94] discoveries,background Top Word Pairs in Tweet in G8:
[58] évolution,#décès [58] #décès,hebdomadaires [58] hebdomadaires,2020 [58] 2020,rapportés [58] rapportés,moyenne [58] moyenne,mêmes [58] mêmes,semaines [58] semaines,2018 [58] 2018,2019 [58] 2019,#covid19 Top Word Pairs in Tweet in G9:
[111] #maps,#rstats [84] #dataviz,#datascience [56] #datascience,#bigdata [51] #bigdata,#maps [49] mind,blowing [49] blowing,39 [49] 39,ukraine [49] ukraine,born [49] born,red [49] red,army Top Word Pairs in Tweet in G10:
[23] #rstudioglobal,#dataviz [19] read,charts [18] jburnmurdoch,#rstudioglobal [18] #rstats,#dataviz [15] #rstudioglobal,#rstats [15] #rstudioconf,#rstudioglobal [13] people,read [13] #bioinformatics,#dataviz [12] interested,revolutionize [12] revolutionize,traditional 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 G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G10:
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 G6:
Top Mentioned in G7:
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: