The graph represents a network of 5,118 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-11-22 until:2021-11-29", 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 November 2021 at 15:03 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 50-minute period from Monday, 22 November 2021 at 00:02 UTC to Sunday, 28 November 2021 at 23:53 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 : 5118
Unique Edges : 9676
Edges With Duplicates : 6312
Total Edges : 15988
Number of Edge Types : 5
Retweet : 6841
MentionsInRetweet : 6242
Tweet : 1267
Mentions : 1451
Replies to : 187
Self-Loops : 1365
Reciprocated Vertex Pair Ratio : 0.0127204394333622
Reciprocated Edge Ratio : 0.0251213245789323
Connected Components : 461
Single-Vertex Connected Components : 210
Maximum Vertices in a Connected Component : 3922
Maximum Edges in a Connected Component : 14390
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.715804
Graph Density : 0.000401278317155811
Modularity : 0.561215
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,118 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-11-22 until:2021-11-29", 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 November 2021 at 15:03 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 50-minute period from Monday, 22 November 2021 at 00:02 UTC to Sunday, 28 November 2021 at 23:53 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:2021-11-22 until:2021-11-29
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:
[1476] #tensorflow,#coding [1332] #javascript,#tensorflow [1097] #datavis,#modelops [989] #analytics,#bigdata [971] #rstats,#flutter [893] #100daysofcode,#dataviz [766] #python,#datascience [760] #ml,#nlp [749] #insurtech,#finserv [697] #coding,#serverless Top Word Pairs in Tweet in G1:
[1453] #tensorflow,#coding [1314] #javascript,#tensorflow [1087] #datavis,#modelops [967] #analytics,#bigdata [961] #rstats,#flutter [873] #100daysofcode,#dataviz [751] #python,#datascience [750] #ml,#nlp [741] #insurtech,#finserv [684] #coding,#serverless Top Word Pairs in Tweet in G2:
[159] #rstats,#dataviz [107] visualize,data [102] #dataviz,#python [99] analyzed,air [99] air,quality [99] quality,data [99] data,gathered [99] gathered,epa [99] epa,#la [99] #la,county Top Word Pairs in Tweet in G3:
[148] warmer,wetter [148] wetter,sunnier [147] animating,mercator [147] mercator,projection [143] projection,countries [143] countries,territories [143] territories,correct [143] correct,size [143] size,shape [143] shape,relation Top Word Pairs in Tweet in G4:
[58] #opendata,#dataviz [45] 60,speakers [31] #dataviz,see [29] 23,25 [29] graphic,detail [29] detail,#dataviz [29] see,more [27] #euopendatadays,23 [27] 25,november [24] year's,first Top Word Pairs in Tweet in G5:
[121] #30daymapchallenge,day [83] made,#blender3d [81] #rstats,#dataviz [51] experimental,map [44] 24,historical [43] map,made [43] #3dmap,#gischat [43] #dataviz,#b3d [42] day,24 [42] #b3d,#gischat Top Word Pairs in Tweet in G6:
[212] big,story [212] story,uk [212] uk,booster [212] booster,effect [212] effect,morning [212] morning,ve [212] ve,rolled [212] rolled,chart [212] chart,format [212] format,shows Top Word Pairs in Tweet in G7:
[23] source,#nyc [23] #nyc,#dataviz [17] map,source [13] #website,#analysis [13] over,330 [13] 330,#fiverr [13] #fiverr,#gigs [13] #gigs,done [13] read,#client [13] #client,#reviews Top Word Pairs in Tweet in G8:
[362] climate,scientist [181] scientist,ed_hawkins [181] ed_hawkins,famous [181] famous,visualizing [181] visualizing,global [181] global,heating [181] heating,'warming [181] 'warming,stripes' [181] stripes',meanwhile [181] meanwhile,climate Top Word Pairs in Tweet in G9:
[145] spent,lots [145] lots,time [145] time,making [145] making,species [145] species,occurrence [145] occurrence,maps [145] maps,come [145] come,looking [145] looking,put [145] put,together Top Word Pairs in Tweet in G10:
[55] city,isochrones [55] isochrones,far [55] far,drive [55] drive,hour [55] hour,#travel [55] #travel,#dataviz [55] #dataviz,more [55] more,cities [50] #dataviz,source [48] #programming,languages Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: