The graph represents a network of 2,753 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 April 2022 at 00:11 UTC.
The requested start date was Friday, 01 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 4-hour, 15-minute period from Sunday, 27 March 2022 at 22:38 UTC to Thursday, 31 March 2022 at 02:54 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 : 2753
Unique Edges : 2609
Edges With Duplicates : 17437
Total Edges : 20046
Number of Edge Types : 5
Retweet : 6707
MentionsInRetweet : 11034
Tweet : 627
Mentions : 1462
Replies to : 216
Self-Loops : 900
Reciprocated Vertex Pair Ratio : 0.0277106193044449
Reciprocated Edge Ratio : 0.0539268910604416
Connected Components : 339
Single-Vertex Connected Components : 154
Maximum Vertices in a Connected Component : 1859
Maximum Edges in a Connected Component : 18632
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.03632
Graph Density : 0.000729384012367058
Modularity : 0.249061
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,753 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 April 2022 at 00:11 UTC.
The requested start date was Friday, 01 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 4-hour, 15-minute period from Sunday, 27 March 2022 at 22:38 UTC to Thursday, 31 March 2022 at 02:54 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 : GraphServerTwitterSearch
Graph Term : dataviz OR datavis
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4039] #iot,#iiot [3668] #javascript,#reactjs [3377] #reactjs,#wordpress [2894] #wordpress,#security [2711] #iiot,#pytorch [2610] #python,#iot [2602] #security,#defi [2572] #pytorch,#javascript [1787] #defi,#ad [1749] #ai,#iot Top Word Pairs in Tweet in G1:
[3996] #iot,#iiot [3638] #javascript,#reactjs [3349] #reactjs,#wordpress [2874] #wordpress,#security [2675] #iiot,#pytorch [2582] #security,#defi [2572] #python,#iot [2552] #pytorch,#javascript [1776] #defi,#ad [1746] #ai,#iot Top Word Pairs in Tweet in G2:
[69] highlight,certain [69] certain,points [69] points,lines [69] lines,bars [69] bars,ggplot2 [69] ggplot2,graph [69] graph,check [69] check,gghighlight [69] gghighlight,#rstats [69] #rstats,yutannihilat_en Top Word Pairs in Tweet in G3:
[25] tableau,datasciencectrl [17] 145,pdf [17] pdf,tutorial [17] tutorial,visualization [17] visualization,#machinelearning [17] #machinelearning,viegasf [17] viegasf,wattenberg [17] wattenberg,watch [17] #bigdata,#datascience [17] datasciencectrl,#abdsc Top Word Pairs in Tweet in G4:
[13] source,#nyc [13] #nyc,#dataviz [12] graphic,detail [12] detail,#dataviz [12] #dataviz,see [12] see,more [10] data,visualization [10] map,source [8] introduction,arcgis [8] arcgis,pro Top Word Pairs in Tweet in G5:
[100] #rivers,#europe [99] happy,announce [99] announce,another [99] another,tutorial [99] tutorial,mapping [99] mapping,rivers [99] rivers,co [99] co,qi2olysm5e [99] qi2olysm5e,#rivers [99] #europe,#dataviz Top Word Pairs in Tweet in G6:
[124] wealth,inequality [119] bottom,80 [118] global,wealth [118] inequality,2021 [118] 2021,visualized [118] visualized,comparing [118] comparing,bottom [118] 80,increasingly [118] increasingly,smaller [118] smaller,groups Top Word Pairs in Tweet in G7:
[80] updated,temperature [80] temperature,animation [80] animation,europe [80] europe,based [80] based,era5 [80] era5,land [80] land,smoothed [80] smoothed,daily [80] daily,maximum [80] maximum,temperature Top Word Pairs in Tweet in G8:
[69] wqu,offers [69] offers,free [69] free,part [69] part,time [69] time,remote [69] remote,16 [69] 16,week [69] week,#datascience [69] #datascience,bootcamp [69] bootcamp,gain Top Word Pairs in Tweet in G9:
[71] done,#dataviz [71] #dataviz,side [71] side,project [71] project,feeling [71] feeling,inspired [71] inspired,idea [71] idea,made [71] made,posters [70] fleecealeece,done [6] color,palette Top Word Pairs in Tweet in G10:
[21] proud,domestika [21] domestika,course [21] course,became [21] became,bestseller [21] bestseller,celebrate [21] celebrate,give [21] give,away [21] away,free [21] free,entries [21] entries,effective Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: