The graph represents a network of 5,482 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-02-14 until:2022-02-21", 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, 21 February 2022 at 11:32 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 43-minute period from Monday, 14 February 2022 at 00:02 UTC to Sunday, 20 February 2022 at 23:45 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 : 5482
Unique Edges : 11318
Edges With Duplicates : 24417
Total Edges : 35735
Number of Edge Types : 5
Retweet : 16061
Tweet : 1295
Mentions : 2042
MentionsInRetweet : 14352
Replies to : 1985
Self-Loops : 1475
Reciprocated Vertex Pair Ratio : 0.0216351628330676
Reciprocated Edge Ratio : 0.0423539901917075
Connected Components : 528
Single-Vertex Connected Components : 243
Maximum Vertices in a Connected Component : 3888
Maximum Edges in a Connected Component : 33447
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.962578
Graph Density : 0.000447900647928325
Modularity : 0.316272
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,482 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-02-14 until:2022-02-21", 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, 21 February 2022 at 11:32 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 43-minute period from Monday, 14 February 2022 at 00:02 UTC to Sunday, 20 February 2022 at 23:45 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:2022-02-14 until:2022-02-21
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:
[8329] #fintech,#insurtech [7635] #mlops,#flutter [7613] #flutter,#html [7539] #iot,#iiot [7504] #html,#azure [7500] #datavis,#infosec [7439] #wordpress,#security [7298] #infosec,#devops [7115] #insurtech,#ai [7094] #javascript,#reactjs Top Word Pairs in Tweet in G1:
[298] #rstats,#dataviz [145] sequías,última [145] última,década [145] dónde,encontramos [145] frecuentes,dónde [92] periodos,húmedos [92] hoy,echamos [92] echamos,vistazo [92] vistazo,sequías [92] década,dónde Top Word Pairs in Tweet in G2:
[8320] #fintech,#insurtech [7624] #mlops,#flutter [7602] #flutter,#html [7501] #iot,#iiot [7493] #html,#azure [7489] #datavis,#infosec [7428] #wordpress,#security [7287] #infosec,#devops [7104] #insurtech,#ai [7083] #javascript,#reactjs Top Word Pairs in Tweet in G3:
[497] #100daysofcode,#dataviz [335] #tensorflow,#coding [325] #python,#datascience [324] #ml,#nlp [318] #analytics,#bigdata [310] #nlp,#javascript [306] #javascript,#tensorflow [304] #datascientists,#analytics [237] #datascience,#tech [223] #devops,#sql Top Word Pairs in Tweet in G4:
[144] text,based [130] best,examples [130] examples,text [130] based,data [130] data,visualisation [130] visualisation,surprise [130] surprise,#dataviz [21] vega_vis,observablehq [21] observablehq,plot [20] #dataviz,using Top Word Pairs in Tweet in G5:
[209] #dataviz,source [122] wow,twitter [122] twitter,really [122] really,stagnated [122] stagnated,user [122] user,growth [122] growth,compared [122] compared,social [122] social,networks [122] networks,#dataviz Top Word Pairs in Tweet in G6:
[27] source,#nyc [27] #nyc,#dataviz [15] map,source [12] data,visualization [10] evolución,últimos [9] #datascience,#dataviz [9] more,#dataviz [9] días,#dataviz [8] #dataviz,#datavisualization [8] #dataviz,#dataanalytics Top Word Pairs in Tweet in G7:
[77] visualize,data [70] analyzed,air [70] air,quality [70] quality,data [70] data,gathered [70] gathered,epa [70] epa,#la [70] #la,county [70] county,see [70] see,effects Top Word Pairs in Tweet in G8:
[493] ฐสว,สด [328] ร,ฐสว [167] สด,การ [163] data,visualization [163] visualization,เก [163] เก,ยวก [163] ยวก,บร [163] บร,ฐสว [163] สด,การช [163] การช,นน Top Word Pairs in Tweet in G9:
[78] project,beccamonteleone [78] beccamonteleone,jamieabrew [77] project,makes [77] makes,writing [77] writing,more [77] more,readable [77] readable,measure [77] measure,see [77] see,both [77] both,humans Top Word Pairs in Tweet in G10:
[32] countries,connected [32] connected,biggest [32] biggest,trading [32] trading,partner [32] partner,exports [32] exports,imports [32] imports,2020 [32] 2020,china [32] china,dominates [32] dominates,picture 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 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:
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: