The graph represents a network of 4,815 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-08-30 until:2021-09-06", 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 Tuesday, 07 September 2021 at 16:59 UTC.
The tweets in the network were tweeted over the 6-day, 11-hour, 5-minute period from Monday, 30 August 2021 at 12:50 UTC to Sunday, 05 September 2021 at 23:56 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 : 4815
Unique Edges : 8059
Edges With Duplicates : 7298
Total Edges : 15357
Number of Edge Types : 5
Retweet : 8797
Tweet : 1210
MentionsInRetweet : 3981
Replies to : 382
Mentions : 987
Self-Loops : 1273
Reciprocated Vertex Pair Ratio : 0.014877910278251
Reciprocated Edge Ratio : 0.029319606087735
Connected Components : 432
Single-Vertex Connected Components : 198
Maximum Vertices in a Connected Component : 3694
Maximum Edges in a Connected Component : 13699
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.772813
Graph Density : 0.000385514557963296
Modularity : 0.506205
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 4,815 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-08-30 until:2021-09-06", 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 Tuesday, 07 September 2021 at 16:59 UTC.
The tweets in the network were tweeted over the 6-day, 11-hour, 5-minute period from Monday, 30 August 2021 at 12:50 UTC to Sunday, 05 September 2021 at 23:56 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:2021-08-30 until:2021-09-06
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:
[4330] #ml,#nlp [3089] #100daysofcode,#dataviz [2970] #tensorflow,#coding [2824] #analytics,#bigdata [2661] #coding,#serverless [2636] #nlp,#javascript [2602] #javascript,#tensorflow [2599] #serverless,#100daysofcode [2514] #datascientists,#analytics [2496] #python,#datascience Top Word Pairs in Tweet in G1:
[4252] #ml,#nlp [3003] #100daysofcode,#dataviz [2891] #tensorflow,#coding [2751] #analytics,#bigdata [2594] #coding,#serverless [2566] #nlp,#javascript [2533] #serverless,#100daysofcode [2532] #javascript,#tensorflow [2448] #datascientists,#analytics [2426] #python,#datascience Top Word Pairs in Tweet in G2:
[106] #rstats,#dataviz [76] #dataviz,#rstats [68] #dataviz,datavizsociety [67] announcement,save [67] save,date [67] date,outlier [67] outlier,back [67] back,2022 [67] 2022,more [67] more,info Top Word Pairs in Tweet in G3:
[453] river,map [453] map,africa [453] africa,#mapviz [453] #mapviz,#dataviz [8] programmers,remote [8] remote,working [8] working,becoming [8] becoming,norm [8] norm,#dataviz [3] #datascientists,#analytics Top Word Pairs in Tweet in G4:
[343] #dataviz,source [265] river,basins [265] basins,#africa [265] #africa,#dataviz [68] county,peaked [58] love,projects [58] projects,someone [58] someone,cross [58] cross,stitching [58] stitching,daily Top Word Pairs in Tweet in G5:
[25] see,more [24] graphic,detail [24] detail,#dataviz [24] #dataviz,see [22] source,#nyc [22] #nyc,#dataviz [13] #dataviz,#googledatastudio [13] #analysis,#reporting [13] map,source [12] #datavis,#learning Top Word Pairs in Tweet in G6:
[79] data,visualization [50] impressive,data [50] visualization,56 [50] 56,years [50] years,rainfall [50] rainfall,double [50] double,hit [50] hit,time [50] time,record [50] record,days Top Word Pairs in Tweet in G7:
[78] #rstats,#dataviz [73] first,blog [73] blog,summer [73] summer,vacation [73] vacation,promised [73] promised,recently [73] recently,go [73] go,make [73] make,climate [73] climate,circles Top Word Pairs in Tweet in G8:
[112] wanted,make [112] make,species [112] species,range [112] range,map [112] map,here's [112] here's,quick [112] quick,tutorial [112] tutorial,#ggplot2 [112] #ggplot2,#rstats [112] #rstats,#dataviz Top Word Pairs in Tweet in G9:
[56] average,although [41] #maps,#gis [37] #globalwarming,#climatechange [34] #dataviz,shows [28] overall,uk [28] uk,summer [28] summer,bit [28] bit,warmer [28] warmer,drier [28] drier,average Top Word Pairs in Tweet in G10:
[42] rainbow,color [42] color,map [42] map,distorts [42] distorts,misleads [42] misleads,research [42] research,hydrology [42] hydrology,guidance [42] guidance,better [42] better,visualizations [42] visualizations,science Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
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 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: