The graph represents a network of 6,118 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-03-22 until:2021-03-29", 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, 29 March 2021 at 10:34 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 57-minute period from Monday, 22 March 2021 at 00:00 UTC to Sunday, 28 March 2021 at 23:57 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 : 6118
Unique Edges : 12531
Edges With Duplicates : 5120
Total Edges : 17651
Number of Edge Types : 5
Mentions : 1846
Retweet : 7559
MentionsInRetweet : 6445
Tweet : 1411
Replies to : 390
Self-Loops : 1500
Reciprocated Vertex Pair Ratio : 0.0172892868169188
Reciprocated Edge Ratio : 0.0339908952959029
Connected Components : 461
Single-Vertex Connected Components : 207
Maximum Vertices in a Connected Component : 4941
Maximum Edges in a Connected Component : 16180
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.86789
Graph Density : 0.000352182244638613
Modularity : 0.633555
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 6,118 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-03-22 until:2021-03-29", 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, 29 March 2021 at 10:34 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 57-minute period from Monday, 22 March 2021 at 00:00 UTC to Sunday, 28 March 2021 at 23:57 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:2021-03-22 until:2021-03-29
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:
[682] #bigdata,#cloud [664] #rstats,#dataviz [565] #cloud,#coding [561] #tech,#vr [560] #100daysofcode,#ai [559] #ai,#analytics [534] #dataviz,#climate [521] average,temperature [521] august,2020 [519] #vr,#womenwhocode Top Word Pairs in Tweet in G1:
[95] #dataviz,#datavisualization [68] #dataviz,#python [64] air,quality [63] data,points [63] #iot,#dataviz [62] analyzed,air [62] quality,data [62] data,gathered [62] gathered,epa [62] epa,#la Top Word Pairs in Tweet in G2:
[655] #bigdata,#cloud [542] #cloud,#coding [542] #tech,#vr [536] #100daysofcode,#ai [536] #ai,#analytics [502] #vr,#womenwhocode [497] #artificialintelligence,#bigdata [485] #coding,#dataviz [465] #flutter,#innovation [464] #python,#tech Top Word Pairs in Tweet in G3:
[247] #rstats,#dataviz [189] #rstats,#ggplot2 [185] #ggplot2,#dataviz [172] links,slides [161] tutorial,codes [159] repository,includes [159] includes,full [159] full,list [159] list,links [159] slides,recording Top Word Pairs in Tweet in G4:
[476] #dataviz,#climate [457] #rstats,#rspatial [457] #rspatial,#dataviz [434] average,temperature [434] temperature,24 [434] 24,hours [434] august,2020 [433] hours,august [433] 2020,see [433] see,lot Top Word Pairs in Tweet in G5:
[334] #rstats,#dataviz [330] asked,insist [330] insist,complicating [330] complicating,plot [330] plot,overlaying [330] overlaying,violin [330] violin,plot [330] plot,top [330] top,box [330] box,plot Top Word Pairs in Tweet in G6:
[229] thanks,vesselsvalue [218] #gistribe,#dataviz [214] data,read [131] huge,thanks [128] oilsheppard,harrydemps [128] harrydemps,hebamks [127] animation,showing [127] showing,grounded [127] grounded,container [127] container,ship Top Word Pairs in Tweet in G7:
[198] #dataviz,#openaccess [191] data,journalism [191] journalism,handbook [175] excited,announce [175] announce,data [175] handbook,towards [175] towards,critical [175] critical,data [175] data,practice [175] practice,published Top Word Pairs in Tweet in G8:
[7] diferentes,estilos [7] transmitir,diferentes [7] diferentes,significados [7] qlik,#dataviz [7] #data,#dataviz [6] data,visualization [5] business,intelligence [5] #datascience,#dataviz [4] scale,use [4] data,viz Top Word Pairs in Tweet in G9:
[155] #gis,#remotesensing [146] #geopython,#gischat [146] #gischat,#eochat [119] #geospatial,#dataviz [111] #eochat,#jupyter [109] #jupyter,#mapping [105] #earthengine,#gis [100] #remotesensing,#python [90] #geemap,feature [86] feature,creating Top Word Pairs in Tweet in G10:
[102] here's,clip [102] clip,lightning [102] lightning,talk [102] talk,thrilled [102] thrilled,present [102] present,friday's [102] friday's,poster [102] poster,session [102] session,#vizbi [102] #vizbi,2021 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G10: