The graph represents a network of 5,235 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-10-18 until:2021-10-25", 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, 25 October 2021 at 16:34 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 50-minute period from Monday, 18 October 2021 at 00:02 UTC to Sunday, 24 October 2021 at 23:52 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 : 5235
Unique Edges : 10634
Edges With Duplicates : 6664
Total Edges : 17298
Number of Edge Types : 5
Retweet : 7803
Mentions : 1530
Tweet : 1257
MentionsInRetweet : 6444
Replies to : 264
Self-Loops : 1408
Reciprocated Vertex Pair Ratio : 0.0212306895658928
Reciprocated Edge Ratio : 0.041578636017916
Connected Components : 480
Single-Vertex Connected Components : 206
Maximum Vertices in a Connected Component : 3860
Maximum Edges in a Connected Component : 15139
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.024154
Graph Density : 0.000431861471482289
Modularity : 0.58028
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,235 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-10-18 until:2021-10-25", 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, 25 October 2021 at 16:34 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 50-minute period from Monday, 18 October 2021 at 00:02 UTC to Sunday, 24 October 2021 at 23:52 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:2021-10-18 until:2021-10-25
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:
[2585] #100daysofcode,#dataviz [2397] #tensorflow,#coding [2366] #serverless,#100daysofcode [1970] #analytics,#bigdata [1940] #javascript,#tensorflow [1819] #bigdata,#ai [1767] #ml,#nlp [1716] #nlp,#javascript [1602] #ai,#python [1454] #datascientists,#analytics Top Word Pairs in Tweet in G1:
[2568] #100daysofcode,#dataviz [2382] #tensorflow,#coding [2351] #serverless,#100daysofcode [1952] #analytics,#bigdata [1929] #javascript,#tensorflow [1807] #bigdata,#ai [1760] #ml,#nlp [1707] #nlp,#javascript [1591] #ai,#python [1441] #datascientists,#analytics Top Word Pairs in Tweet in G2:
[153] #rstats,#dataviz [105] giant,pumpkins [77] week's,#tidytuesday [74] #ggplot2,#rstats [71] #dataviz,#rstats [67] code,#rstats [61] #r4ds,#tidyverse [51] #rstats,#ggplot2 [51] #dataviz,proud [51] proud,featured Top Word Pairs in Tweet in G3:
[52] air,quality [52] data,points [50] analyzed,air [50] quality,data [50] data,gathered [50] gathered,epa [50] epa,#la [50] #la,county [50] county,see [50] see,effects Top Word Pairs in Tweet in G4:
[185] #scicomm,#sciart [159] ℹ,#dataviz [159] #dataviz,#scicomm [154] animated,visualization [154] visualization,represents [154] represents,fire [154] fire,intensities [154] intensities,around [154] around,globe [154] globe,jan Top Word Pairs in Tweet in G5:
[99] big,mac [68] each,country [63] streamlit,app [52] #geospatial,#gischat [50] cost,big [50] mac,around [50] around,world [49] world,2001 [49] 2001,vs [49] vs,2021 Top Word Pairs in Tweet in G6:
[29] see,more [28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [26] source,#nyc [26] #nyc,#dataviz [24] #website,#analysis [24] over,330 [24] 330,#fiverr [24] #fiverr,#gigs Top Word Pairs in Tweet in G7:
[95] climate,stripes [95] stripes,ed_hawkins [95] ed_hawkins,very [95] very,effective [95] effective,#dataviz [95] #dataviz,coloured [95] coloured,according [95] according,temperature [95] temperature,anomaly [95] anomaly,1971 Top Word Pairs in Tweet in G8:
[95] texas,gerrymandering [95] gerrymandering,#dataviz [38] morning,looking [38] looking,color [38] color,palette [38] palette,paper [38] paper,working [38] working,colorblind [38] colorblind,friendly [38] friendly,found Top Word Pairs in Tweet in G9:
[134] police,report [134] report,dataviz [134] dataviz,murder [2] big,mac [2] 2021,#dataviz Top Word Pairs in Tweet in G10:
[118] #copernicus,#lapalmaeruption [118] #lapalmaeruption,ongoing [118] ongoing,eruption [118] eruption,important [118] important,1585 [118] 1585,copernicusems [118] copernicusems,delivering [118] delivering,updated [118] updated,maps [118] maps,day 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 G5:
Top Replied-To in G7:
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:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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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: