The graph represents a network of 2,571 Twitter users whose recent tweets contained "data visualization", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 07:28 UTC.
The tweets in the network were tweeted over the 1489-day, 7-hour, 54-minute period from Friday, 18 January 2019 at 17:02 UTC to Thursday, 16 February 2023 at 00:57 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 2571
Unique Edges : 1316
Edges With Duplicates : 4050
Total Edges : 5366
Number of Edge Types : 9
Retweet : 1522
MentionsInRetweet : 1976
Replies to : 394
MentionsInReplyTo : 313
Tweet : 812
Mentions : 265
Quote : 47
MentionsInQuoteReply : 10
MentionsInQuote : 27
Self-Loops : 1130
Reciprocated Vertex Pair Ratio : 0.0230073952341824
Reciprocated Edge Ratio : 0.0449799196787149
Connected Components : 659
Single-Vertex Connected Components : 327
Maximum Vertices in a Connected Component : 563
Maximum Edges in a Connected Component : 1285
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.681503
Graph Density : 0.000376846205885157
Modularity : 0.501101
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,571 Twitter users whose recent tweets contained "data visualization", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 07:28 UTC.
The tweets in the network were tweeted over the 1489-day, 7-hour, 54-minute period from Friday, 18 January 2019 at 17:02 UTC to Thursday, 16 February 2023 at 00:57 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : data visualization
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:
[1042] data,visualization [335] data,analysis [220] machine,learning [200] data,table [199] feb,2023 [198] gt,visualization [198] full,gw [198] gw,data [198] visualization,gt [198] 00,gmt Top Word Pairs in Tweet in G1:
[245] data,visualization [63] data,analysis [31] analysis,visualization [27] power,bi [22] data,analytics [20] visualization,tools [20] data,science [15] machine,learning [15] word,search [13] python,data Top Word Pairs in Tweet in G2:
[157] machine,learning [156] core,python [156] python,libraries [156] learning,numpy [156] analysis,manipulation [156] pandas,data [156] scientific,computing [156] numpy,scientific [156] libraries,machine [156] computing,pandas Top Word Pairs in Tweet in G3:
[55] uniswap,meta [55] delegate,brings [55] showcase,keeps [55] keeps,rolling [55] meta,delegate [55] brings,flipsidecrypto's [55] flipsidecrypto's,davebalter [55] rolling,uniswap [55] uniswapgrants,showcase [54] davebalter,avi Top Word Pairs in Tweet in G4:
[48] data,visualization [37] data,analytics [37] starting,data [37] creating,first [37] dashboards,creating [37] learning,build [37] analytics,learning [37] build,dashboards [36] rita_tyna,starting [36] first,dashboa Top Word Pairs in Tweet in G5:
[89] combine,set [89] optimally,combine [89] naturecomms,paper [89] excited,share [89] #meta,#visualization [89] show,optimally [89] #visualization,show [89] paper,introducing [89] share,naturecomms [89] introducing,#meta Top Word Pairs in Tweet in G6:
[77] data,visualization [71] visualization,tip [71] colorful,arrows [71] tip,create [71] create,colorful [70] themissexcel,data [3] business,intelligence [3] analysis,data [3] fokus,pada [3] data,analysis Top Word Pairs in Tweet in G7:
[54] sharing,best [54] creative,data [54] enthusiasts,around [54] #analytics,#dataviz [54] data,visualizations [54] globe,sharing [54] #dataviz,enthusiasts [54] best,creative [54] around,globe [53] microstrategy,#analytics Top Word Pairs in Tweet in G8:
[38] data,dashboard [33] dashboard,data [32] look,great [32] online,data [32] types,projects [32] data,analytics [32] portfolio,data [32] projects,look [32] analytics,portfolio [32] great,online Top Word Pairs in Tweet in G9:
[85] power,bi [31] formulas,install [31] data,base [31] perfect,excel [31] install,power [31] sample,db [31] excel,formulas [31] base,sample [31] bi,perfect [31] northwind,data Top Word Pairs in Tweet in G10:
[43] data,visualization [35] world,data [34] visualization,prize [24] winner,world [23] prize,winner [23] prize,receive [23] receive,person [23] honored,grand [23] grand,prize [22] datavizlinds,honored Top Replied-To in Entire Graph:
Top Replied-To in G4:
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: