The graph represents a network of 7,158 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-07-18 until:2022-07-25", 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, 25 July 2022 at 17:26 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 42-minute period from Monday, 18 July 2022 at 00:00 UTC to Sunday, 24 July 2022 at 23:43 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 : 7158
Unique Edges : 12870
Edges With Duplicates : 21924
Total Edges : 34794
Number of Edge Types : 5
Replies to : 2028
MentionsInRetweet : 13396
Mentions : 2073
Retweet : 16039
Tweet : 1258
Self-Loops : 1495
Reciprocated Vertex Pair Ratio : 0.0273483130625988
Reciprocated Edge Ratio : 0.0532405859139857
Connected Components : 428
Single-Vertex Connected Components : 177
Maximum Vertices in a Connected Component : 5722
Maximum Edges in a Connected Component : 32719
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.689724
Graph Density : 0.000291841823488459
Modularity : 0.373643
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,158 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-07-18 until:2022-07-25", 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, 25 July 2022 at 17:26 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 42-minute period from Monday, 18 July 2022 at 00:00 UTC to Sunday, 24 July 2022 at 23:43 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:2022-07-18 until:2022-07-25
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:
[8408] #javascript,#reactjs [8355] #datavis,#infosec [8209] #fintech,#insurtech [7433] #wordpress,#security [7252] #reactjs,#wordpress [7224] #security,#defi [7179] #flutter,#html [7125] #iot,#iiot [7024] #html,#azure [6968] #insurtech,#ai Top Word Pairs in Tweet in G1:
[8400] #javascript,#reactjs [8349] #datavis,#infosec [8205] #fintech,#insurtech [7429] #wordpress,#security [7248] #reactjs,#wordpress [7220] #security,#defi [7175] #flutter,#html [7115] #iot,#iiot [7020] #html,#azure [6964] #insurtech,#ai Top Word Pairs in Tweet in G2:
[60] mlb,mlbstats [53] 2022,mlb [53] mlbstats,#gamecharts [53] #gamecharts,#dataviz [53] #dataviz,#baseball [53] #baseball,#nft [18] 23,2022 [17] saturday,july [17] july,23 [16] friday,july Top Word Pairs in Tweet in G3:
[124] d3,js [123] d3,start [123] start,finish [123] #d3js,#javascript [123] very,excited [123] excited,announce [123] announce,first [122] first,book [122] book,d3 [122] finish,book Top Word Pairs in Tweet in G4:
[508] color,palette [504] palette,package [504] package,inspired [504] national,parks [504] #r4ds,#dataviz [504] #dataviz,#rstats [503] package,natparkspallettes [503] natparkspallettes,color [503] inspired,national [503] parks,available Top Word Pairs in Tweet in G5:
[519] #programming,#database [519] #datascientists,#analytics [519] #bigdata,#ai [519] #ai,#python [519] #datascience,#tech [519] #javascript,#tensorflow [519] #100daysofcode,#dataviz [518] #database,#data [518] #serverless,#100daysofcode [517] #data,#datascientists Top Word Pairs in Tweet in G6:
[299] #data,#dataviz [186] #dataanalytics,#analytics [159] #dataviz,#datascience [156] #stats,#statistics [145] #analytics,#machinelearning [143] #datascience,#dataanalytics [141] #analytics,#data [139] #futbol,#futebolnaespn [139] #futebolnaespn,#footballplayer [139] #footballplayer,#sport Top Word Pairs in Tweet in G7:
[196] #dataviz,684 [196] 684,stations [196] stations,météo [196] météo,france [196] france,seules [196] seules,80 [196] 80,elles [196] elles,environ [196] environ,12 [196] 12,possèdent Top Word Pairs in Tweet in G8:
[183] neue,sz [183] sz,datenanalyse [183] datenanalyse,hotpants [183] hotpants,mädchen [183] mädchen,shorts [183] shorts,jungen [183] jungen,angebot [183] angebot,kinderkleidung [183] kinderkleidung,stereotypen [183] stereotypen,bestimmt Top Word Pairs in Tweet in G9:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [26] source,#nyc [26] #nyc,#dataviz [12] data,visualization [12] map,source [10] covid,19 [8] #dataviz,#datavisualization Top Word Pairs in Tweet in G10:
[91] nightingale,persuade [91] persuade,people [91] people,common [91] common,understanding [91] understanding,uncommon [91] uncommon,standing [91] standing,data [91] data,storytelling [91] storytelling,see [91] look,one Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
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: