The graph represents a network of 4,991 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 03 December 2022 at 01:00 UTC.
The requested start date was Friday, 02 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 7-day, 12-hour, 6-minute period from Thursday, 24 November 2022 at 12:39 UTC to Friday, 02 December 2022 at 00:46 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 : 4991
Unique Edges : 2757
Edges With Duplicates : 14291
Total Edges : 17048
Number of Edge Types : 5
Retweet : 6140
MentionsInRetweet : 7930
Tweet : 999
Replies to : 218
Mentions : 1761
Self-Loops : 1198
Reciprocated Vertex Pair Ratio : 0.0212064765725749
Reciprocated Edge Ratio : 0.0415322014873018
Connected Components : 466
Single-Vertex Connected Components : 206
Maximum Vertices in a Connected Component : 3467
Maximum Edges in a Connected Component : 14168
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.394232
Graph Density : 0.000286166402129043
Modularity : 0.381456
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,991 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 03 December 2022 at 01:00 UTC.
The requested start date was Friday, 02 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 7-day, 12-hour, 6-minute period from Thursday, 24 November 2022 at 12:39 UTC to Friday, 02 December 2022 at 00:46 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 : GraphServerTwitterSearch
Graph Term : dataviz OR datavis
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1057] #iot,#iiot [1026] #javascript,#reactjs [909] #python,#iot [853] #reactjs,#wordpress [842] #iiot,#pytorch [734] #wordpress,#security [642] #security,#defi [474] parajulisaroj16,book [421] #pytorch,#javascript [329] #fintech,#insurtech Top Word Pairs in Tweet in G1:
[262] rosanaferrero,quieres [189] cheat,sheet [188] arco,flechas [188] comprender,sesgo [188] flechas,cheat [188] varianza,toma [188] toma,arco [188] sheet,básico [188] sesgo,varianza [188] quieres,comprender Top Word Pairs in Tweet in G2:
[391] parajulisaroj16,book [135] difficult,learn [135] initial,learning [135] language,spoken [135] computer,initial [135] itself,difficult [135] learn,learning [135] spoken,computer [135] learning,language [134] parajulisaroj16,itself Top Word Pairs in Tweet in G3:
[22] 2022,#iibawards [22] ejemplo,sencillo [22] pingüinos,cedscherer [22] rosanaferrero,gráficos [22] sencillo,pingüinos [22] impresionantes,ggplot2 [22] ggplot2,ejemplo [22] gráficos,impresionantes [21] data,art [20] special,award Top Word Pairs in Tweet in G4:
[148] #rstats,#ggplot2 [134] help,choose [132] size,ggplot [132] ggplot,#rstats [132] picture,size [132] tiny,package [132] right,picture [132] package,help [132] choose,right [131] #ggplot2,#tid Top Word Pairs in Tweet in G5:
[1056] #iot,#iiot [1025] #javascript,#reactjs [908] #python,#iot [852] #reactjs,#wordpress [841] #iiot,#pytorch [733] #wordpress,#security [641] #security,#defi [421] #pytorch,#javascript [329] #fintech,#insurtech [301] #defi,#ad Top Word Pairs in Tweet in G6:
[218] christmas,never [218] tempted,use [218] again,tempted [218] never,again [218] hope,christmas [218] use,base [218] #ggplotadventcalendar,hope [217] kiirstio,#ggplotadventcalendar [217] base,graphi [3] #rstats,#dataviz Top Word Pairs in Tweet in G7:
[21] source,#nyc [15] #nyc,#dataviz [10] #data,#dataviz [10] map,source [8] #dataviz,#datavisualization [8] machine,learning [7] strengthen,security [7] attacks,#datavis [7] data,visualization [7] datavisor,enhances Top Word Pairs in Tweet in G8:
[74] making,pretty [74] hi,interested [74] interested,making [74] maps,those [74] pretty,useful [74] screenshot,below [74] below,pay [74] useful,maps [74] those,screenshot [73] milos_agathon,hi Top Word Pairs in Tweet in G9:
[109] quality,data [107] data,gathered [107] county,see [107] effects,california [107] epa,#la [107] analyzed,air [107] gathered,epa [107] california,wildfires [107] see,effects [107] air,quality Top Word Pairs in Tweet in G10:
[10] valen,nadie [10] 60,minute [10] minute,drive [10] datos,mundo [10] #bibupo,introducción [10] nada,valen [10] mundo,nada [10] visualización,datos [10] entiende,guía [10] nadie,entiende Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G10:
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: