The graph represents a network of 6,366 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-08-01 until:2022-08-08", 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, 08 August 2022 at 11:07 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 53-minute period from Monday, 01 August 2022 at 00:02 UTC to Sunday, 07 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 : 6366
Unique Edges : 9864
Edges With Duplicates : 4947
Total Edges : 14811
Number of Edge Types : 5
Retweet : 7652
Mentions : 1518
MentionsInRetweet : 4046
Tweet : 1347
Replies to : 248
Self-Loops : 1413
Reciprocated Vertex Pair Ratio : 0.0131846825012118
Reciprocated Edge Ratio : 0.0260262175868338
Connected Components : 385
Single-Vertex Connected Components : 184
Maximum Vertices in a Connected Component : 5472
Maximum Edges in a Connected Component : 13570
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.495479
Graph Density : 0.000257924623620328
Modularity : 0.636876
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,366 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-08-01 until:2022-08-08", 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, 08 August 2022 at 11:07 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 53-minute period from Monday, 01 August 2022 at 00:02 UTC to Sunday, 07 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:2022-08-01 until:2022-08-08
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:
[1328] #dataviz,#rstats [1086] united,states [778] #datascience,#data [754] #iot,#iiot [627] #rstats,#datascience [572] google,measures [572] measures,phones [572] phones,'places [572] 'places,work' [572] work',france Top Word Pairs in Tweet in G1:
[658] #datascience,#data [544] #rstats,#datascience [505] #dataviz,#rstats [504] profesional,ggplot2 [504] ggplot2,bbplot [504] bbplot,ggthemes [504] ggthemes,ggtech [504] ggtech,#dataviz [499] quieres,crear [499] crear,gráficos Top Word Pairs in Tweet in G2:
[688] #dataviz,#rstats [543] google,measures [543] measures,phones [543] phones,'places [543] 'places,work' [543] work',france [543] france,germany [543] germany,italy [543] italy,sweden [543] sweden,example Top Word Pairs in Tweet in G3:
[750] #iot,#iiot [513] #machinelearning,#python [509] #ai,#100daysofcode [508] #devcommunity,#iot [442] #bigdata,#analytics [427] #analytics,#ai [421] #ai,#machinelearning [389] #iot,#dataviz [385] #serverless,#womenintech [382] #python,#nlp Top Word Pairs in Tweet in G4:
[501] united,states [492] really,work [492] work,longer [492] longer,hours [492] hours,poor [492] graph,below [492] below,plots [492] plots,data [492] working,hours [484] rich,people Top Word Pairs in Tweet in G5:
[315] #rstats,#dataviz [99] #dataviz,#datavisualization [82] oregon,spotted [77] week,31 [74] #rstats,#ggplot2 [66] #dataviz,#rstats [63] spotted,frog [63] #dataviz,#ggplot2 [62] dealing,long [62] long,axis Top Word Pairs in Tweet in G6:
[28] #etsy,shop [26] excited,share [22] latest,addition [22] addition,#etsy [20] share,latest [15] #gifts,#giftideas [13] #nft,#nfts [13] #jewelry,#etsy [13] youtube,channel [12] #etsyemail,co Top Word Pairs in Tweet in G7:
[321] data,visualization [274] free,ebook [274] ebook,fundamentals [274] fundamentals,data [274] #rstats,following [265] access,free [265] visualization,clauswilke [265] clauswilke,#dataviz [265] #dataviz,using [265] using,#rstats Top Word Pairs in Tweet in G8:
[31] data,visualization [24] #dataviz,hana_elsayyed [24] curieuxexplorer,anand_narang [24] pawlowskimario,margaretsiegien [24] margaretsiegien,fabriziobustama [22] comparing,rotational [22] rotational,speed [22] speed,planets [22] planets,solar [22] solar,system Top Word Pairs in Tweet in G9:
[241] ceux,comprennent [240] comprennent,chiffres [240] chiffres,cette [240] cette,dataviz [240] dataviz,courtesy [240] courtesy,tristankamin [240] tristankamin,remarquable [240] remarquable,permet [240] permet,convenablement [240] convenablement,relativiser Top Word Pairs in Tweet in G10:
[30] see,more [28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [9] #dataviz,#datavisualization [8] #coronavirus,#stayhome [8] #stayhome,#dataviz [8] #dataviz,#flattenthecurve [8] #flattenthecurve,#datascience [8] #datascience,#socialdistance Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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: