The graph represents a network of 527 Twitter users whose recent tweets contained "dataviz OR datavis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 500 tweets. The network was obtained from Twitter on Tuesday, 02 August 2022 at 13:30 UTC.
The tweets in the network were tweeted over the 5-hour, 52-minute period from Tuesday, 02 August 2022 at 07:35 UTC to Tuesday, 02 August 2022 at 13:28 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 : 527
Unique Edges : 744
Edges With Duplicates : 75
Total Edges : 819
Number of Edge Types : 5
Tweet : 83
Retweet : 420
MentionsInRetweet : 238
Mentions : 71
Replies to : 7
Self-Loops : 86
Reciprocated Vertex Pair Ratio : 0.0113798008534851
Reciprocated Edge Ratio : 0.0225035161744023
Connected Components : 65
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 230
Maximum Edges in a Connected Component : 328
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.427004
Graph Density : 0.00256491655904359
Modularity : 0.789278
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 527 Twitter users whose recent tweets contained "dataviz OR datavis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 500 tweets. The network was obtained from Twitter on Tuesday, 02 August 2022 at 13:30 UTC.
The tweets in the network were tweeted over the 5-hour, 52-minute period from Tuesday, 02 August 2022 at 07:35 UTC to Tuesday, 02 August 2022 at 13:28 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
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[131] #dataviz,#rstats [125] google,measures [125] measures,phones [125] phones,'places [125] 'places,work' [125] work',france [125] france,germany [125] germany,italy [125] italy,sweden [125] sweden,dip Top Word Pairs in Tweet in G1:
[128] #dataviz,#rstats [124] google,measures [124] measures,phones [124] phones,'places [124] 'places,work' [124] work',france [124] france,germany [124] germany,italy [124] italy,sweden [124] sweden,dip Top Word Pairs in Tweet in G2:
[100] pour,ceux [100] ceux,qui [100] qui,ne [100] ne,comprennent [100] comprennent,pas [100] cette,dataviz [99] pas,les [99] les,chiffres [99] chiffres,cette [99] dataviz,courtesy Top Word Pairs in Tweet in G3:
[19] #python,#iot [17] join,discord [17] discord,server [17] server,hmu [17] hmu,#eth [17] #eth,#100daysofcode [17] #100daysofcode,kidvishis [17] kidvishis,#nft [17] #nft,#python [17] #iot,#iiot Top Word Pairs in Tweet in G4:
[18] #machinelearning,#python [13] #ai,#100daysofcode [13] #devcommunity,#iot [8] #iot,#iiot [7] #infographic,24 [7] 24,ultimate [7] ultimate,#datascience [7] #datascience,#projects [7] #projects,boost [7] boost,knowledge Top Word Pairs in Tweet in G5:
[17] #rstats,#dataviz [11] #rstats,#ggplot2 [11] #ggplot2,#dataviz [9] week,31 [8] youtube,#rstats [7] oregon,spotted [7] #r4ds,#tidyverse [7] #tidyverse,#rstats [6] #tidytuesday,week [6] #dataviz,#ggplot2 Top Word Pairs in Tweet in G6:
[12] 10,advantages [12] advantages,cloud [12] cloud,computing [12] #machinelearning,#python [12] #python,#nlp [12] #nlp,#analytics [12] #analytics,#ai [12] #ai,#100daysofcode [12] #100daysofcode,#cloudcomputing [12] #cloudcomputing,#dataviz Top Word Pairs in Tweet in G7:
[4] data,visualization [4] graphic,detail [4] detail,#dataviz [4] #dataviz,posts [4] learn,code [4] code,games [4] games,python [4] python,#datavis [2] interactive,data [2] explainable,ai Top Word Pairs in Tweet in G8:
[6] common,questions [6] questions,hear [6] hear,dvs [6] dvs,members [6] members,start [6] start,#dataviz [6] #dataviz,abmakulec [6] abmakulec,younger [6] younger,starting [6] starting,data Top Word Pairs in Tweet in G9:
[9] nigerians,debating [9] debating,competence [9] competence,candidates [9] candidates,vying [9] vying,office [9] office,president [9] president,frn [9] frn,decided [9] decided,analyze [9] analyze,traction Top Word Pairs in Tweet in G10:
[18] dealing,long [18] long,axis [18] axis,labels [9] #rstats,#dataviz [9] #dataviz,blog [9] blog,post [9] post,rfortherest [9] rfortherest,align [9] align,axes [9] axes,plots Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G8:
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: