The graph represents a network of 3,756 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, 31 December 2021 at 01:14 UTC.
The requested start date was Friday, 31 December 2021 at 01:01 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 6-day, 12-hour, 30-minute period from Thursday, 23 December 2021 at 14:05 UTC to Thursday, 30 December 2021 at 02:35 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 : 3756
Unique Edges : 3047
Edges With Duplicates : 16175
Total Edges : 19222
Number of Edge Types : 5
Retweet : 6277
MentionsInRetweet : 10567
Tweet : 923
Mentions : 1325
Replies to : 130
Self-Loops : 1027
Reciprocated Vertex Pair Ratio : 0.0149734116988525
Reciprocated Edge Ratio : 0.029505032400386
Connected Components : 313
Single-Vertex Connected Components : 146
Maximum Vertices in a Connected Component : 2947
Maximum Edges in a Connected Component : 17937
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.902496
Graph Density : 0.000514259297861992
Modularity : 0.342906
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,756 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, 31 December 2021 at 01:14 UTC.
The requested start date was Friday, 31 December 2021 at 01:01 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 6-day, 12-hour, 30-minute period from Thursday, 23 December 2021 at 14:05 UTC to Thursday, 30 December 2021 at 02:35 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:
[1320] #fintech,#insurtech [991] #insurtech,#finserv [632] #devops,#rstats [495] #trendingkiiara,kiiara [491] #rstats,#flutter [412] #wordpress,#html [353] data,visualization [333] #closer,#kiiara [315] kiiara,#trendingkiiara [308] #trendingkiiara,#closer Top Word Pairs in Tweet in G1:
[88] data,visualization [64] week's,#tidytuesday [58] data,visualisation [53] starbucks,drinks [47] caffeine,sugar [47] sugar,serving [47] serving,size [47] size,starbucks [47] drinks,week's [47] #tidytuesday,code Top Word Pairs in Tweet in G2:
[1316] #fintech,#insurtech [987] #insurtech,#finserv [632] #devops,#rstats [495] #trendingkiiara,kiiara [491] #rstats,#flutter [412] #wordpress,#html [333] #closer,#kiiara [315] kiiara,#trendingkiiara [308] #trendingkiiara,#closer [285] #html,#wordpress Top Word Pairs in Tweet in G3:
[131] chboursin,mvollmer1 [130] frronconi,visualcap [130] #gdp,#economy [130] #economy,#pandemic [130] #pandemic,#dataviz [130] #dataviz,chboursin [130] mvollmer1,fogle_shane [129] visualcap,#gdp [30] #artificialintelligence,#technology [30] #technology,#investments Top Word Pairs in Tweet in G4:
[178] data,visualization [175] nice,flow [175] flow,chart [175] chart,help [175] help,choose [175] choose,appropriate [175] appropriate,data [175] visualization,depending [175] depending,need [175] need,show Top Word Pairs in Tweet in G5:
[168] washington,dc [168] dc,experiencing [168] experiencing,biggest [168] biggest,#covid19 [168] #covid19,spike [168] spike,country [168] country,great [168] great,nytimes [168] nytimes,dataviz [167] rosenthalhealth,washington Top Word Pairs in Tweet in G6:
[24] source,#nyc [24] #nyc,#dataviz [15] data,visualization [15] map,source [8] #dataviz,#googledatastudio [8] #website,#analysis [7] over,330 [7] 330,#fiverr [7] #fiverr,#gigs [7] #gigs,done Top Word Pairs in Tweet in G7:
[105] #dataviz,#rstats [104] mapa,desigualdad [104] desigualdad,españa [104] españa,2019 [104] 2019,life [104] life,depends [104] depends,live [104] live,#geografia [104] #geografia,#dataviz [103] dr_xeo,mapa Top Word Pairs in Tweet in G8:
[81] free,3600 [81] 3600,pdf [81] pdf,book [81] book,expanded [81] expanded,updated [81] updated,december [81] december,2021 [81] 2021,#pandas [81] #pandas,#python [81] #python,data Top Word Pairs in Tweet in G9:
[30] #cog,#stac [29] exciting,#leafmap [29] #leafmap,feature [29] feature,displaying [29] displaying,microsoft [29] microsoft,#planetarycomputer [29] #planetarycomputer,cloud [29] cloud,optimized [29] optimized,geotiff [29] geotiff,#cog Top Word Pairs in Tweet in G10:
[107] source,#rstats [105] beautify,charts [105] charts,follow [105] follow,steps [105] steps,source [105] #rstats,#tidyverse [105] #tidyverse,#tidytuesday [104] mohsinramay_,beautify [104] #tidytuesday,#datasc [2] #datascience,#ggplot2 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 G7:
Top Replied-To in G8:
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:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: