The graph represents a network of 5,255 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-04-04 until:2022-04-11", 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, 11 April 2022 at 15:03 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 57-minute period from Monday, 04 April 2022 at 00:02 UTC to Sunday, 10 April 2022 at 23:59 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 : 5255
Unique Edges : 14594
Edges With Duplicates : 24310
Total Edges : 38904
Number of Edge Types : 5
Replies to : 3036
Retweet : 14079
MentionsInRetweet : 17826
Mentions : 2658
Tweet : 1305
Self-Loops : 1637
Reciprocated Vertex Pair Ratio : 0.031182408074982
Reciprocated Edge Ratio : 0.0604789372487327
Connected Components : 487
Single-Vertex Connected Components : 220
Maximum Vertices in a Connected Component : 4029
Maximum Edges in a Connected Component : 36786
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.724405
Graph Density : 0.000621627778862338
Modularity : 0.378077
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,255 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-04-04 until:2022-04-11", 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, 11 April 2022 at 15:03 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 57-minute period from Monday, 04 April 2022 at 00:02 UTC to Sunday, 10 April 2022 at 23:59 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:2022-04-04 until:2022-04-11
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:
[8538] #fintech,#insurtech [8143] #mlops,#flutter [8095] #flutter,#html [7987] #wordpress,#security [7986] #datavis,#infosec [7950] #html,#azure [7936] #insurtech,#ai [7866] #ai,#finserv [7834] #javascript,#reactjs [7807] #reactjs,#wordpress Top Word Pairs in Tweet in G1:
[454] #rstats,#dataviz [289] #fintech,#insurtech [267] #reactjs,#wordpress [264] #wordpress,#security [263] #mlops,#flutter [260] #javascript,#reactjs [260] #flutter,#html [259] #datavis,#infosec [258] #insurtech,#ai [258] #ai,#finserv Top Word Pairs in Tweet in G2:
[8216] #fintech,#insurtech [7857] #mlops,#flutter [7812] #flutter,#html [7704] #datavis,#infosec [7700] #wordpress,#security [7671] #html,#azure [7653] #insurtech,#ai [7583] #ai,#finserv [7549] #javascript,#reactjs [7516] #reactjs,#wordpress Top Word Pairs in Tweet in G3:
[327] #datascience,#python [327] #serverless,#neuralnetwork [320] #flutter,#serverless [293] #digitalhealth,#algorithms [274] #bigdata,#rstats [272] #python,#programming [263] #programming,#cloudcomputing [259] #iot,#dataviz [230] #datasets,#bigdata [181] #ai,#datascience Top Word Pairs in Tweet in G4:
[130] map,shows [99] #dataviz,#rstats [93] tutorial,mapping [93] mapping,rivers [93] rivers,co [93] co,qi2olysm5e [93] qi2olysm5e,#rivers [93] #rstats,#datascience [93] #datascience,#maps [91] check,last Top Word Pairs in Tweet in G5:
[191] #datascience,#dataviz [188] #statstwitter,#datascience [185] #ncaabasketball,#ncaambb [185] #ncaambb,#statstwitter [155] programs,dynasties [155] dynasties,over [155] over,past [155] past,years [155] years,kenpom [155] kenpom,zagmbb Top Word Pairs in Tweet in G6:
[27] graphic,detail [27] detail,#dataviz [27] #dataviz,see [27] see,more [23] source,#nyc [23] #nyc,#dataviz [14] #innovation,#startup [14] #startup,#science [14] #science,#visionary [14] #visionary,#business Top Word Pairs in Tweet in G7:
[48] color,palette [26] fixed,color [25] palette,#dataviz [23] finally,guide [23] guide,create [23] create,fixed [23] #dataviz,organizations [23] organizations,ve [23] ve,never [23] never,worked Top Word Pairs in Tweet in G8:
[136] package,named [136] named,geospatial [136] geospatial,installing [136] installing,commonly [136] commonly,used [136] python,package [136] #geospatial,analysis [136] analysis,#dataviz [136] github,docs [98] introducing,#python Top Word Pairs in Tweet in G9:
[149] dataviz_szuyu,loelebee [91] plan,save [85] extinction,plan [79] loelebee,alschaben [72] save,taking [72] taking,shape [72] shape,tribe [72] tribe,pushes [72] alschaben,clairehannahco [59] california,salmon Top Word Pairs in Tweet in G10:
[61] full,article [61] article,#maps [61] #maps,#gis [61] #gis,#dataviz [61] #dataviz,#geospatial [53] #geospatial,#spatial [37] schematic,representation [37] representation,cosmos [37] cosmos,apotropaic [37] apotropaic,amulet Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
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Top Mentioned in G5:
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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:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: