The graph represents a network of 930 Twitter users whose recent tweets contained "dataviz OR datvis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Tuesday, 02 August 2022 at 13:15 UTC.
The tweets in the network were tweeted over the 16-hour, 44-minute period from Monday, 01 August 2022 at 20:17 UTC to Tuesday, 02 August 2022 at 13:02 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.
Vertices : 930
Unique Edges : 1311
Edges With Duplicates : 252
Total Edges : 1563
Number of Edge Types : 5
Retweet : 861
MentionsInRetweet : 435
Mentions : 135
Tweet : 121
Replies to : 11
Self-Loops : 127
Reciprocated Vertex Pair Ratio : 0.00928792569659443
Reciprocated Edge Ratio : 0.0184049079754601
Connected Components : 96
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 568
Maximum Edges in a Connected Component : 1000
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.882688
Graph Density : 0.00150931166591433
Modularity : 0.753452
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 930 Twitter users whose recent tweets contained "dataviz OR datvis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Tuesday, 02 August 2022 at 13:15 UTC.
The tweets in the network were tweeted over the 16-hour, 44-minute period from Monday, 01 August 2022 at 20:17 UTC to Tuesday, 02 August 2022 at 13:02 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 datvis
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:
[252] #dataviz,#rstats [239] google,measures [239] measures,phones [239] phones,'places [239] 'places,work' [239] work',france [239] france,germany [239] germany,italy [239] italy,sweden [239] sweden,example Top Word Pairs in Tweet in G1:
[236] #dataviz,#rstats [228] google,measures [228] measures,phones [228] phones,'places [228] 'places,work' [228] work',france [228] france,germany [228] germany,italy [228] italy,sweden [228] sweden,example Top Word Pairs in Tweet in G2:
[186] #machinelearning,#python [186] #ai,#100daysofcode [186] #devcommunity,#iot [136] cloud,computing [136] #python,#nlp [136] #nlp,#analytics [136] #analytics,#ai [136] #dataviz,#devcommunity [136] #iot,#iiot [136] #iiot,#serverless Top Word Pairs in Tweet in G3:
[100] ceux,comprennent [100] cette,dataviz [99] comprennent,chiffres [99] chiffres,cette [99] dataviz,courtesy [99] courtesy,tristankamin [99] tristankamin,remarquable [99] remarquable,permet [99] permet,convenablement [99] convenablement,relativiser Top Word Pairs in Tweet in G4:
[47] #data,#dataviz [45] #datascience,#data [44] #datamining,#bigdata [31] #dataviz,#datavisualization [29] resultados,análisis [29] #bigdata,#datascience [23] factoinvestigate,#rstats [23] #rstats,describe [23] describe,interpreta [23] interpreta,automáticamente Top Word Pairs in Tweet in G5:
[10] analyzed,air [10] air,quality [10] quality,data [10] data,gathered [10] gathered,epa [10] epa,#la [10] #la,county [10] county,see [10] see,effects [10] effects,california Top Word Pairs in Tweet in G6:
[34] #rstats,#dataviz [14] week,31 [14] oregon,spotted [13] #r4ds,#tidyverse [13] #tidyverse,#rstats [11] r4dscommunity,welcomes [11] welcomes,week [11] 31,#tidytuesday [11] #tidytuesday,exploring [11] exploring,oregon Top Word Pairs in Tweet in G7:
[4] column,charts [4] data,visualization [4] graphic,detail [4] detail,#dataviz [4] #dataviz,see [4] see,more [3] source,#nyc [3] #nyc,#dataviz [2] market,cap [2] everybody,knows Top Word Pairs in Tweet in G8:
[38] dealing,long [38] long,axis [38] axis,labels [28] #rstats,#dataviz [19] #dataviz,blog [19] blog,rfortherest [19] rfortherest,align [19] align,axes [19] axes,several [19] several,plots Top Word Pairs in Tweet in G9:
[22] nigerians,debating [22] debating,competence [22] competence,candidates [22] candidates,vying [22] vying,office [22] office,president [22] president,frn [22] frn,decided [22] decided,analyze [22] analyze,traction Top Word Pairs in Tweet in G10:
[6] numbers,person [4] more,details [4] next,week [4] week,datavizsociety [4] datavizsociety,hosting [4] hosting,free [4] free,short [4] short,workshop [4] workshop,data [4] data,viz Top Replied-To in Entire Graph:
Top Replied-To in G3:
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 G5:
Top Mentioned in G6:
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: