The graph represents a network of 11,422 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 18,000 tweets. The network was obtained from Twitter on Monday, 16 March 2020 at 12:22 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 14-minute period from Saturday, 07 March 2020 at 15:05 UTC to Monday, 16 March 2020 at 11:20 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 : 11422
Unique Edges : 14917
Edges With Duplicates : 3368
Total Edges : 18285
Number of Edge Types : 5
MentionsInRetweet : 6506
Mentions : 1928
Retweet : 7667
Replies to : 216
Tweet : 1968
Self-Loops : 2034
Reciprocated Vertex Pair Ratio : 0.00489263386789889
Reciprocated Edge Ratio : 0.0097376251014336
Connected Components : 927
Single-Vertex Connected Components : 517
Maximum Vertices in a Connected Component : 9184
Maximum Edges in a Connected Component : 15562
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.690787
Graph Density : 0.000113360865888132
Modularity : 0.750298
NodeXL Version : 1.0.1.427
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223044
Data Import : The graph represents a network of 11,422 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 18,000 tweets. The network was obtained from Twitter on Monday, 16 March 2020 at 12:22 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 14-minute period from Saturday, 07 March 2020 at 15:05 UTC to Monday, 16 March 2020 at 11:20 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:
[2451] #coronavirus,#dataviz [2308] pagi,catchers [2308] catchers,seperti [2308] seperti,biasa [2308] biasa,tiap [2308] tiap,jumat [2308] jumat,ada [2308] ada,dataviz [2308] dataviz,kali [2308] kali,ini Top Word Pairs in Tweet in G1:
[2302] pagi,catchers [2302] catchers,seperti [2302] seperti,biasa [2302] biasa,tiap [2302] tiap,jumat [2302] jumat,ada [2302] ada,dataviz [2302] dataviz,kali [2302] kali,ini [2302] ini,kita Top Word Pairs in Tweet in G2:
[958] #dataviz,specialist [957] epidemiologist,#dataviz [957] specialist,thoughts [946] log,scales [945] thoughts,coronavirus [945] coronavirus,log [945] scales,initial [945] initial,outbreak [945] outbreak,phase [945] phase,virus Top Word Pairs in Tweet in G3:
[1752] gt,gt [372] #datascience,#analytics [365] #analytics,#dataviz [341] #iot,#machinelearning [334] #coding,#datascience [324] #dataviz,#python [291] #opensource,#datascience [277] #makeyourownlane,#iot [275] mikequindazzi,gt [273] #datascience,#ai Top Word Pairs in Tweet in G4:
[25] #dataviz,#coronavirus [23] more,#dataviz [22] #informationdesign,#visualdesign [21] #datavisualization,#dataviz [20] confirmed,cases [20] outbreak,#dataviz [19] covid,19 [19] #coronavirus,dashboard [19] dashboard,keep [19] keep,updated Top Word Pairs in Tweet in G5:
[357] #dataviz,washingtonpost [311] social,distancing [301] washingtonpost,#covid19 [287] incredible,#dataviz [287] #covid19,quarantine [287] quarantine,vs [287] vs,social [287] distancing,policies [287] policies,impact [287] impact,disease Top Word Pairs in Tweet in G6:
[160] tableau,johnshopkins [160] communicate,#covid19 [159] stakes,high [159] high,around [159] around,communicate [159] #covid19,epidemic [159] epidemic,wider [159] wider,public [159] public,tableau [159] johnshopkins,others Top Word Pairs in Tweet in G7:
[257] #dataviz,#infographics [214] #infographics,#ddj [207] signed,chart [152] trump,sent [152] sent,followers [152] followers,signed [152] chart,doing [152] doing,same [152] same,mine [152] mine,#dataviz Top Word Pairs in Tweet in G8:
[99] #dataviz,#infographics [81] #infographics,#ddj [70] albertocairo,smfrogers [69] glad,share [69] share,project [69] project,shape [69] shape,dreams [69] dreams,visual [69] visual,exploration [69] exploration,google Top Word Pairs in Tweet in G9:
[62] #ddj,#dataviz [38] data,visualization [38] #dataviz,#infographics [38] #infographics,#ddj [37] stuartathompson,nickkristof [33] others,#dataviz [32] #dataviz,community [31] explaining,simulating [31] simulating,coronavirus [30] coronavirus,mentioning Top Word Pairs in Tweet in G10:
[144] #globalwarming,#climatechange [135] #climatechange,#dataviz [133] pixelmnm,#globalwarming [121] 2020,pixelmnm [85] sea,ice [81] february,2020 [79] arctic,sea [79] ice,volume [79] volume,extent [79] extent,february Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
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 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: