The graph represents a network of 8,205 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-01-30 until:2023-02-06", 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, 06 February 2023 at 11:44 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 27-minute period from Monday, 30 January 2023 at 00:04 UTC to Sunday, 05 February 2023 at 23:32 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 : 8205
Unique Edges : 12661
Edges With Duplicates : 2557
Total Edges : 15218
Number of Edge Types : 5
Retweet : 8283
MentionsInRetweet : 4859
Tweet : 899
Replies to : 212
Mentions : 965
Self-Loops : 973
Reciprocated Vertex Pair Ratio : 0.00980468446035328
Reciprocated Edge Ratio : 0.0194189720274332
Connected Components : 442
Single-Vertex Connected Components : 192
Maximum Vertices in a Connected Component : 6966
Maximum Edges in a Connected Component : 13329
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.23747
Graph Density : 0.000192783591838942
Modularity : 0.763571
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 8,205 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-01-30 until:2023-02-06", 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, 06 February 2023 at 11:44 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 27-minute period from Monday, 30 January 2023 at 00:04 UTC to Sunday, 05 February 2023 at 23:32 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:2023-01-30 until:2023-02-06
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:
[2458] #dataviz,#data [2395] years,ago [2385] more,#dataviz [2383] learn,more [2378] 10,km [2377] dataset,shows [2377] asteroid,estimated [2377] ago,wave [2377] estimated,miles [2377] earth,66 Top Word Pairs in Tweet in G1:
[2328] tsunami,wave [2328] estimated,miles [2328] million,years [2328] 10,km [2328] 66,million [2328] wave,caused [2328] km,diameter [2328] shows,tsunami [2328] #dataviz,#data [2328] sos,dataset Top Word Pairs in Tweet in G2:
[999] species,credit [999] greatest,accomplishments [999] changed,over [999] credit,toddrjones [999] accomplishments,species [999] compilation,greatest [999] world,changed [999] over,last [999] century,compilation [999] last,century Top Word Pairs in Tweet in G3:
[468] #dataviz,#datavisualization [368] visualización,datos [287] #data,#dataviz [281] #datascience,#dataanalytics [280] datos,manera [279] #dataanalytics,#data [279] #ebook,#gratis [275] gratuito,kjhealy [275] además,gratuito [275] #gratis,#stats Top Word Pairs in Tweet in G4:
[228] #datascience,#rstats [150] data,analysis [149] programming,language [148] #r,#programming [148] #rstats,#r [148] used,data [148] programming,#datascience [148] analysis,statistical [148] started,programming [148] #programming,#dataviz Top Word Pairs in Tweet in G5:
[178] visualize,data [160] #dataviz,#python [159] read,#griddb [159] data,points [159] data,gathered [159] see,effects [159] epa,#la [159] help,visualize [159] quality,data [159] wildfires,region Top Word Pairs in Tweet in G6:
[411] #dataviz,#maps [393] #maps,#geospatial [389] #rstats,#datascience [375] #datascience,#dataviz [221] #europe,#forest [210] happy,share [210] share,map [206] #nature,#rstats [206] europe,#europe [206] tree,cover Top Word Pairs in Tweet in G7:
[414] national,wealth [404] total,national [404] percentage,total [279] 48,lowest [272] europe,highest [272] europe,whole [266] belgium,15 [266] 15,europe [266] lowest,belgium [266] 26,#dataviz Top Word Pairs in Tweet in G8:
[327] thanks,always [327] bakhmut,last [327] showing,advance [327] always,amazing [327] christopherjm's,excellent [327] advance,russian [327] data,#dataviz [327] last,april [327] excellent,report [327] animated,map Top Word Pairs in Tweet in G9:
[112] #rstats,#dataviz [69] code,#rstats [44] #rstats,#datascience [42] cats,uk [38] #tidytuesday,week [33] #datascience,#dataviz [33] pet,cats [33] #dataviz,#rstats [32] #r4ds,#tidyverse [31] week,#tidytuesday Top Word Pairs in Tweet in G10:
[28] detail,#dataviz [28] #data,#dataviz [28] see,more [28] graphic,detail [28] #dataviz,see [25] source,#nyc [25] #nyc,#data [20] data,skills [20] data,science [20] #analytics,#dataviz Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
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: