The graph represents a network of 3,440 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-02-13 until:2023-02-20", 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, 20 February 2023 at 12:46 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 51-minute period from Monday, 13 February 2023 at 00:30 UTC to Sunday, 19 February 2023 at 23:21 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 : 3440
Unique Edges : 4697
Edges With Duplicates : 1711
Total Edges : 6408
Number of Edge Types : 5
Retweet : 2953
MentionsInRetweet : 1372
Replies to : 113
Mentions : 809
Tweet : 1161
Self-Loops : 1224
Reciprocated Vertex Pair Ratio : 0.0215507664963341
Reciprocated Edge Ratio : 0.0421922575032623
Connected Components : 481
Single-Vertex Connected Components : 218
Maximum Vertices in a Connected Component : 2086
Maximum Edges in a Connected Component : 4273
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.216076
Graph Density : 0.000388667608891173
Modularity : 0.693774
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,440 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-02-13 until:2023-02-20", 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, 20 February 2023 at 12:46 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 51-minute period from Monday, 13 February 2023 at 00:30 UTC to Sunday, 19 February 2023 at 23:21 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:2023-02-13 until:2023-02-20
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:
[379] #dataviz,#datavisualization [298] #dataviz,using [256] bois,#dataviz [253] brazilians,enslaved [253] abolish,1888 [253] techniques,map [253] slavery,last [253] around,brazilians [253] modern,techniques [253] last,americas Top Word Pairs in Tweet in G1:
[204] #stats,#analytics [201] #dataviz,#datavisualization [168] #datascience,#stats [136] #datavisualization,#rstats [134] gráficos,usa [134] versión,online [134] explica,gramática [134] trama,específicamente [134] tus,necesidades [134] específicamente,tus Top Word Pairs in Tweet in G2:
[246] bois,#dataviz [245] modern,techniques [245] #dataviz,using [245] slavery,last [245] map,brazil [245] americas,abolish [245] 1872,around [245] during,slavery [245] census,during [245] using,modern Top Word Pairs in Tweet in G3:
[32] #dataviz,#prediksitogel [32] sah,gt [32] member,yang [32] yang,jp [32] 2023,sah [32] #prediksitogel,#togelonline [32] selamat,untuk [32] shio,gt [32] #datatogel,#yupitoto [32] february,2023 Top Word Pairs in Tweet in G4:
[169] #rstats,#dataviz [65] #dataviz,#datavisualization [64] age,gaps [58] hollywood,age [48] code,#rstats [41] age,gap [36] #tidytuesday,week [34] #r4ds,#ggplot2 [33] week's,#tidytuesday [31] programming,language Top Word Pairs in Tweet in G5:
[91] #python,package [82] #remotesensing,folks [82] cubes,#stac [82] #cubo,lovely [82] easily,creating [82] announce,first [82] happy,announce [82] gh,docs [82] #eochat,#gischat [82] #stac,gh Top Word Pairs in Tweet in G6:
[119] data,science [72] #datascience,#rstats [62] #datascience,#dataviz [56] #rstats,#datascientist [43] #dataviz,#datascientists [41] data,analysis [39] time,series [39] machine,learning [34] learning,#datascience [32] whether,working Top Word Pairs in Tweet in G7:
[82] world,dataviz [82] dataviz,prize [65] prize,2023 [47] 000,compare [47] prize,winner [47] poulter,datavizlinds [47] compare,lindsey [47] lindsey,poulter [47] 2023,grand [47] 25,000 Top Word Pairs in Tweet in G8:
[46] #dataviz,#python [45] visualize,data [42] data,points [42] help,visualize [42] please,read [42] #griddb,#iot [42] read,#griddb [42] #la,county [42] region,tableau [42] gathered,epa Top Word Pairs in Tweet in G9:
[98] mapas,archivos [98] sigue,sencillos [98] cómo,hacer [98] sencillos,pasos [98] archivos,shp [98] serie,cómo [98] #ddj,#datajournalism [98] #dataviz,#ddj [98] hacer,mapas [98] ggplot2,#dataviz Top Word Pairs in Tweet in G10:
[56] #datascience,#dataviz [56] #rstats,#datascience [54] #maps,#geospatial [46] #dataviz,#maps [29] created,spike [29] spike,map [26] zoom,more [26] more,details [25] #maps,#gis [21] full,article 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: