The graph represents a network of 4,762 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-09-06 until:2021-09-13", 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, 13 September 2021 at 15:48 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 54-minute period from Monday, 06 September 2021 at 00:03 UTC to Sunday, 12 September 2021 at 23:57 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 : 4762
Unique Edges : 8719
Edges With Duplicates : 8289
Total Edges : 17008
Number of Edge Types : 5
Retweet : 9419
MentionsInRetweet : 4746
Mentions : 1367
Replies to : 269
Tweet : 1207
Self-Loops : 1281
Reciprocated Vertex Pair Ratio : 0.0174418604651163
Reciprocated Edge Ratio : 0.0342857142857143
Connected Components : 436
Single-Vertex Connected Components : 189
Maximum Vertices in a Connected Component : 3670
Maximum Edges in a Connected Component : 15473
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.279301
Graph Density : 0.000439972296962378
Modularity : 0.488947
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 4,762 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-09-06 until:2021-09-13", 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, 13 September 2021 at 15:48 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 54-minute period from Monday, 06 September 2021 at 00:03 UTC to Sunday, 12 September 2021 at 23:57 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:2021-09-06 until:2021-09-13
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:
[4351] #100daysofcode,#dataviz [4162] #ml,#nlp [4144] #tensorflow,#coding [3923] #analytics,#bigdata [3783] #datascientists,#analytics [3276] #nlp,#javascript [3102] #python,#datascience [2706] #coding,#serverless [2658] #datascience,#tech [2651] #javascript,#tensorflow Top Word Pairs in Tweet in G1:
[4284] #100daysofcode,#dataviz [4119] #ml,#nlp [4086] #tensorflow,#coding [3869] #analytics,#bigdata [3731] #datascientists,#analytics [3236] #nlp,#javascript [3063] #python,#datascience [2676] #coding,#serverless [2627] #datascience,#tech [2623] #javascript,#tensorflow Top Word Pairs in Tweet in G2:
[133] #rstats,#dataviz [71] data,visualization [54] week's,#tidytuesday [52] #dataviz,#rstats [44] code,#rstats [38] generative,art [38] #datascience,#dataviz [35] top,20 [35] 20,formula [35] formula,drivers Top Word Pairs in Tweet in G3:
[273] 1961,2020 [235] cuándo,hubo [235] hubo,sequías [235] españa,peninsular [235] peninsular,islas [235] islas,baleares [235] baleares,1961 [227] sequías,españa [227] #rstats,#rspatial [227] #rspatial,#dataviz Top Word Pairs in Tweet in G4:
[118] #scicomm,#sciart [118] #sciart,#dataviz [116] rainbow,color [116] color,map [116] map,distorts [116] distorts,misleads [116] misleads,research [116] research,hydrology [116] hydrology,guidance [116] guidance,better Top Word Pairs in Tweet in G5:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [24] source,#nyc [24] #nyc,#dataviz [17] 2021,week [17] #wow2021,#powerbi [17] #powerbi,#workoutwednesday [17] #workoutwednesday,#dataviz Top Word Pairs in Tweet in G6:
[36] thread,journey [36] journey,back [36] back,time [36] time,share [36] share,annual [36] annual,top [36] top,#dataviz [36] #dataviz,know [36] know,difference [36] difference,between Top Word Pairs in Tweet in G7:
[125] good,way [125] way,#dataviz [125] #dataviz,cases [125] cases,daily [125] daily,state [125] state,statnews [125] statnews,jaspar [52] river,map [52] map,africa [52] africa,#mapviz Top Word Pairs in Tweet in G8:
[123] #dataviz,source [55] river,basin [55] basin,map [41] world,values [41] values,survey [39] map,contiguous [39] contiguous,#usa [39] #usa,#dataviz [35] survey,qualities [35] qualities,children Top Word Pairs in Tweet in G9:
[55] analyzed,air [55] air,quality [55] quality,data [55] data,gathered [55] gathered,epa [55] epa,#la [55] #la,county [55] county,see [55] see,effects [55] effects,california Top Word Pairs in Tweet in G10:
[69] #maps,#dataviz [67] innovative,projections [67] projections,20th [67] 20th,century [67] century,thing [67] thing,showing [67] showing,route [67] route,magellan [67] magellan,around [67] around,world Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: