The graph represents a network of 3,508 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-02-20 until:2023-02-27", 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, 27 February 2023 at 11:06 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 53-minute period from Monday, 20 February 2023 at 00:00 UTC to Sunday, 26 February 2023 at 23:53 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 : 3508
Unique Edges : 5430
Edges With Duplicates : 2257
Total Edges : 7687
Number of Edge Types : 5
Mentions : 857
Retweet : 3451
MentionsInRetweet : 1979
Tweet : 1223
Replies to : 177
Self-Loops : 1286
Reciprocated Vertex Pair Ratio : 0.0235938089845225
Reciprocated Edge Ratio : 0.0460999446800664
Connected Components : 432
Single-Vertex Connected Components : 194
Maximum Vertices in a Connected Component : 2348
Maximum Edges in a Connected Component : 5921
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.982271
Graph Density : 0.000440802707990112
Modularity : 0.655073
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,508 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-02-20 until:2023-02-27", 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, 27 February 2023 at 11:06 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 53-minute period from Monday, 20 February 2023 at 00:00 UTC to Sunday, 26 February 2023 at 23:53 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:2023-02-20 until:2023-02-27
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:
[569] #rstats,#dataviz [567] #datascience,#dataviz [377] data,science [310] #rstats,#datascience [254] #dataviz,#datavisualization [222] data,visualization [201] #datascience,#rstats [175] #analisisdedatos,#cienciadedatos [173] #dataviz,#analytics [164] #dataviz,#programming Top Word Pairs in Tweet in G1:
[201] #rstats,#dataviz [133] bob,ross [90] ross,paintings [69] #rstats,#r4ds [60] 3d,contours [58] #tidytuesday,week [54] #datascience,#dataviz [50] code,#rstats [47] #r4ds,#ggplot2 [45] #dataviz,#r4ds Top Word Pairs in Tweet in G2:
[227] #datascience,#dataviz [141] #analisisdedatos,#cienciadedatos [123] #machinelearning,#ml [120] crear,gráficos [115] #stats,#analytics [113] #dataviz,#datavisualization [108] #dataviz,#stats [103] #analytics,#rstats [93] pruebas,estadísticas [86] #datamining,#bigdata Top Word Pairs in Tweet in G3:
[35] shio,gt [28] #dataviz,see [28] #resulttogel,#dataviz [28] see,more [28] #datatogel,#yupitoto [28] yang,jp [28] #dataviz,#prediksitogel [28] #togelonline,#datatogel [28] #prediksitogel,#togelonline [28] untuk,member Top Word Pairs in Tweet in G4:
[68] visualize,data [67] #dataviz,#python [66] #iot,#dataviz [64] read,#griddb [64] data,points [64] data,gathered [64] see,effects [64] epa,#la [64] help,visualize [64] quality,data Top Word Pairs in Tweet in G5:
[66] reminds,context [66] each,group [66] #dataviz,technique [66] context,soon [66] repeated,grey [66] small,multiple [66] group,without [66] soon,visualcap [66] technique,small [66] clutter,groups Top Word Pairs in Tweet in G6:
[153] #datascience,#rstats [132] #programming,#codinglife [132] #dataviz,#programming [121] statistical,analysis [87] data,visualization [85] data,analysis [85] #rstats,#dataviz [79] analysis,using [79] import,data [79] #datascientists,#bigdata Top Word Pairs in Tweet in G7:
[19] data,visualizations [18] #visualanalytics,#datascience [18] extraordinarily,well [18] #datastorytelling,#statistics [18] #statistics,#visualanalytics [18] beautiful,extraordinarily [18] book,better [18] visualizations,jschwabish [18] #dataviz,#datastorytelling [18] jschwabish,#dataviz Top Word Pairs in Tweet in G8:
[127] #rstats,#dataviz [75] data,climate_saf [75] 2022,#rstats [75] changes,throughout [75] cloud,cover [75] throughout,year [75] based,cloud [75] climate_saf,2004 [75] 2004,2022 [75] europe,based Top Word Pairs in Tweet in G9:
[146] #rstats,#datascience [79] #dataviz,#maps [69] #maps,#dataviz [64] #dataviz,#geospatial [64] according,eurostat [64] #datascience,#maps [63] #datascience,#dataviz [62] mapped,regions [62] day,social [62] doi,#worlddayofsocialjustice Top Word Pairs in Tweet in G10:
[41] web,app [41] #geemap,v0 [41] interactive,web [41] #earthengine,#huggingface [41] try,github [41] developing,interactive [41] v0,20 [41] deploying,apps [41] 20,released [41] apps,gradio 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 G5:
Top Replied-To in G7:
Top Replied-To in G8:
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 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:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: