The graph represents a network of 5,104 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-11-14 until:2022-11-21", 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, 21 November 2022 at 16:14 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 36-minute period from Monday, 14 November 2022 at 00:23 UTC to Sunday, 20 November 2022 at 23:59 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 : 5104
Unique Edges : 7955
Edges With Duplicates : 5553
Total Edges : 13508
Number of Edge Types : 5
Tweet : 1026
Replies to : 215
Retweet : 6509
MentionsInRetweet : 4271
Mentions : 1487
Self-Loops : 1136
Reciprocated Vertex Pair Ratio : 0.0208357583517635
Reciprocated Edge Ratio : 0.0408209806157355
Connected Components : 428
Single-Vertex Connected Components : 187
Maximum Vertices in a Connected Component : 3714
Maximum Edges in a Connected Component : 11345
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.841912
Graph Density : 0.000336715694314673
Modularity : 0.57066
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 5,104 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-11-14 until:2022-11-21", 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, 21 November 2022 at 16:14 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 36-minute period from Monday, 14 November 2022 at 00:23 UTC to Sunday, 20 November 2022 at 23:59 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:2022-11-14 until:2022-11-21
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:
[1138] #iot,#iiot [1084] #datavis,#infosec [1082] #flutter,#html [1081] #fintech,#insurtech [1076] #javascript,#reactjs [1061] #html,#azure [1052] #wordpress,#security [1048] #reactjs,#wordpress [1006] #security,#defi [994] #insurtech,#ai Top Word Pairs in Tweet in G1:
[619] #datascience,#analytics [564] #dataanalytics,#dataviz [395] #datascience,#rstats [372] download,pdf [346] #dataviz,#stats [331] #cienciadedatos,#datos [331] #analytics,#science [331] #stats,#cienciadedatos [331] #science,#doe [331] #doe,#inference Top Word Pairs in Tweet in G2:
[259] #iot,#iiot [208] #datavis,#infosec [206] #flutter,#html [205] #python,#iot [204] #javascript,#reactjs [203] #html,#azure [200] #reactjs,#wordpress [200] #fintech,#insurtech [199] #wordpress,#security [193] #rstats,#datascience Top Word Pairs in Tweet in G3:
[102] visualize,data [97] #dataviz,#python [93] please,read [93] help,visualize [93] points,please [93] #iot,#dataviz [93] epa,#la [93] data,gathered [93] analyzed,air [93] quality,data Top Word Pairs in Tweet in G4:
[456] data,visualization [226] book,learn [226] free,book [226] check,free [226] read,book [226] free,read [226] visualization,check [226] master,data [226] visualization,free [226] book,online Top Word Pairs in Tweet in G5:
[198] top,25 [198] #stataviz,#dataviz [198] commonly,used [189] 25,#stata [189] replication,code [189] link,#stataviz [189] website,more [189] more,such [189] preview,graphs [189] graphs,below Top Word Pairs in Tweet in G6:
[14] #dataviz,#datavisualization [12] data,visualization [8] global,#brazilsfe [8] #dataanalysis,#datascience [8] #dataviz,#randomforests [8] #dataanalytics,#data [8] #randomforests,#womenindata [8] #dl,#marketinganalyst [8] #ml,#ciênciadedados [8] #datavisualization,#dataanalysis Top Word Pairs in Tweet in G7:
[879] #fintech,#insurtech [874] #flutter,#html [874] #datavis,#infosec [868] #javascript,#reactjs [867] #iot,#iiot [856] #html,#azure [851] #wordpress,#security [846] #reactjs,#wordpress [812] #security,#defi [804] #insurtech,#ai Top Word Pairs in Tweet in G8:
[86] see,table [86] impacts,implied [86] very,interesting [86] elements,version [86] implied,source [86] source,link [86] material,supply [86] shows,global [86] supply,worth [86] interesting,#dataviz Top Word Pairs in Tweet in G9:
[103] #énergie,#climat [103] moyens,production [103] #climat,#dataviz [103] l'application,#electricitymap [103] récentes,#énergie [103] affinée,fonction [103] fonctionmt,combustibles [103] #electricitymap,l'intensité [103] fonction,leur [103] utilisés,sources Top Word Pairs in Tweet in G10:
[60] #analytics,#dataviz [59] meetijeoma,olla_milaykan [59] #excel,#datavisualization [59] jessica_xls,#analytics [59] #dataviz,#excel [59] newprediction,eyeshreya [59] olla_milaykan,jessica_xls [59] excel,using [59] appreciate,reviews [59] ezekiel_aleke,newprediction Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
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 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: