The graph represents a network of 6,091 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-08-22 until:2022-08-29", 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, 29 August 2022 at 11:14 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 54-minute period from Monday, 22 August 2022 at 00:02 UTC to Sunday, 28 August 2022 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 : 6091
Unique Edges : 8198
Edges With Duplicates : 2924
Total Edges : 11122
Number of Edge Types : 5
Retweet : 6592
MentionsInRetweet : 2351
Tweet : 930
Mentions : 1083
Replies to : 166
Self-Loops : 995
Reciprocated Vertex Pair Ratio : 0.010832043804309
Reciprocated Edge Ratio : 0.021431935939708
Connected Components : 372
Single-Vertex Connected Components : 157
Maximum Vertices in a Connected Component : 4780
Maximum Edges in a Connected Component : 8907
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.627983
Graph Density : 0.000228930730122426
Modularity : 0.696277
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,091 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-08-22 until:2022-08-29", 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, 29 August 2022 at 11:14 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 54-minute period from Monday, 22 August 2022 at 00:02 UTC to Sunday, 28 August 2022 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:2022-08-22 until:2022-08-29
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:
[1423] #pãofrancês,#pãodesal [1423] #pãodesal,#dataviz [1422] nomes,mais [1422] mais,populares [1422] populares,pão [1422] pão,brasileiro [1422] brasileiro,#pãofrancês [579] #machinelearning,#ml [437] #bigdata,#ai [411] #analytics,#bigdata Top Word Pairs in Tweet in G1:
[1420] nomes,mais [1420] mais,populares [1420] populares,pão [1420] pão,brasileiro [1420] brasileiro,#pãofrancês [1420] #pãofrancês,#pãodesal [1420] #pãodesal,#dataviz Top Word Pairs in Tweet in G2:
[468] #machinelearning,#ml [321] #datascience,#data [281] #stats,#statistics [279] #dataviz,#data [278] #stats,#datascience [265] #datamining,#bigdata [260] #analytics,#stats [251] #datascience,#dataviz [249] #ml,#ai [234] #rstats,#stats Top Word Pairs in Tweet in G3:
[427] #bigdata,#ai [399] #ai,#python [392] #100daysofcode,#dataviz [390] #analytics,#bigdata [381] #javascript,#tensorflow [381] #tensorflow,#coding [356] #ml,#nlp [341] #nlp,#javascript [341] #serverless,#100daysofcode [297] #datascientists,#analytics Top Word Pairs in Tweet in G4:
[172] #rstats,#dataviz [128] gantt,charts [125] ganttrify,#rstats [125] #rstats,facilitates [125] facilitates,creation [125] creation,nice [125] nice,looking [125] looking,gantt [125] charts,commonly [125] commonly,used Top Word Pairs in Tweet in G5:
[225] aviez,aimé [225] aimé,tuto [225] tuto,graphiques [225] graphiques,allez [225] allez,adorer [225] adorer,celui [225] celui,cartes [225] cartes,trompeuses [225] trompeuses,minimum [225] minimum,connaître Top Word Pairs in Tweet in G6:
[99] need,help [95] help,deciding [95] deciding,chart [95] chart,good [95] good,fit [95] fit,data [95] data,#datafam [95] #datafam,recreated [95] recreated,andrew [95] andrew,abela's Top Word Pairs in Tweet in G7:
[82] river,discharge [82] discharge,anomaly [80] june,august [80] negative,anomaly [79] #dataviz,#rstats [58] días,ola [58] ola,calor [50] world,under [50] under,hydric [50] hydric,stress Top Word Pairs in Tweet in G8:
[25] source,#nyc [25] #nyc,#dataviz [16] map,source [8] searching,#freelancer [8] #freelancer,#upwork [8] #upwork,#dataviz [8] #dataviz,#googledatastudio [8] #googledatastudio,view [8] view,#project [8] #project,today Top Word Pairs in Tweet in G9:
[39] time,2022 [39] open,submissions [39] submissions,submit [39] submit,work [39] work,nudge [39] nudge,colleagues [39] colleagues,people [39] people,admire [39] admire,submit [39] submit,help Top Word Pairs in Tweet in G10:
[59] visualize,data [50] analyzed,air [50] air,quality [50] quality,data [50] data,gathered [50] gathered,epa [50] epa,#la [50] #la,county [50] county,see [50] see,effects Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
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 G2:
Top Mentioned in G3:
Top Mentioned in G4:
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: