The graph represents a network of 4,808 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 07:24 UTC.
The tweets in the network were tweeted over the 1788-day, 1-hour, 57-minute period from Sunday, 18 March 2018 at 23:02 UTC to Thursday, 09 February 2023 at 01:00 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 : 4808
Unique Edges : 1908
Edges With Duplicates : 8527
Total Edges : 10435
Number of Edge Types : 9
Retweet : 3397
MentionsInRetweet : 4121
Replies to : 635
Tweet : 1151
Mentions : 403
MentionsInReplyTo : 581
MentionsInQuote : 31
Quote : 91
MentionsInQuoteReply : 25
Self-Loops : 1696
Reciprocated Vertex Pair Ratio : 0.0187149095446039
Reciprocated Edge Ratio : 0.0367421922841396
Connected Components : 847
Single-Vertex Connected Components : 431
Maximum Vertices in a Connected Component : 2505
Maximum Edges in a Connected Component : 5900
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.742186
Graph Density : 0.000211967295337118
Modularity : 0.486409
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,808 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 07:24 UTC.
The tweets in the network were tweeted over the 1788-day, 1-hour, 57-minute period from Sunday, 18 March 2018 at 23:02 UTC to Thursday, 09 February 2023 at 01:00 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:
[2123] data,visualization [651] การแข,งข [529] m7,earthquake [528] earthquake,turkey [528] seismic,stations [528] waves,m7 [527] stations,north [527] cross,over [527] north,america [527] america,sound Top Word Pairs in Tweet in G1:
[525] seismic,stations [524] waves,m7 [524] over,seismic [524] america,sound [524] see,waves [524] earthquake,turkey [524] turkey,cross [524] m7,earthquake [524] north,america [524] cross,over Top Word Pairs in Tweet in G2:
[387] data,visualization [74] data,analysis [38] machine,learning [33] analysis,visualization [30] visualization,tools [26] data,analytics [22] data,science [19] udemy,coupon [19] google,data [18] 100,udemy Top Word Pairs in Tweet in G3:
[359] management,business [359] product,management [359] business,analytics [359] project,management [359] management,project [358] interested,learning [357] learning,free [357] re,interested [357] free,product [356] olamidetowobola,re Top Word Pairs in Tweet in G4:
[649] การแข,งข [324] ดลบ,แต [324] เด,อด [324] ต,ดลบ [324] pop,เร [324] winter,song [324] เร,มข [324] มข,นแล [324] ามกลางอากาศท,ต [324] งข,นในวงการเพลงก Top Word Pairs in Tweet in G5:
[308] data,visualization [277] data,analysis [269] data,cleaning [268] know,data [268] cleaning,data [268] visualization,probability [268] probability,statistical [268] concepts,know [268] statistical,inference [268] analysis,concepts Top Word Pairs in Tweet in G6:
[214] data,visualization [194] exposure,data [194] job,alert [194] engineering,remote [194] intern,axios [194] axios,engineering [194] analyst,intern [194] remote,london [194] visualization,business [194] alert,data Top Word Pairs in Tweet in G7:
[210] exciting,day [210] ksac,organised [210] day,optix [210] online,quiz [210] quiz,data [210] 'dataviz',online [210] collaboration,konnexions [210] ksom,collaboration [210] konnexions,ksac [210] optix,ksom Top Word Pairs in Tweet in G8:
[62] data,visualization [27] viz,alert [27] tableau,data [26] excited,present [26] present,latest [26] viz,showcases [26] latest,tableau [26] top,subscribed [26] showcases,top [26] subscribed,youtube Top Word Pairs in Tweet in G9:
[98] data,visualization [31] fundamentals,data [29] media,website [29] wilke,published [29] amazing,book [29] book,fundamentals [29] check,amazing [29] published,o'reilly [29] claus,wilke [29] visualization,claus Top Word Pairs in Tweet in G10:
[71] work,closely [71] closely,ot [71] summer,2023 [71] student,internship [71] data,science [71] paid,work [71] weeks,paid [71] science,student [71] internship,opportunities [71] 11,weeks 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 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 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: