The graph represents a network of 7,228 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 28 July 2022 at 06:28 UTC.
The requested start date was Thursday, 28 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 7-day, 4-hour, 48-minute period from Wednesday, 20 July 2022 at 18:53 UTC to Wednesday, 27 July 2022 at 23:42 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 : 7228
Unique Edges : 2925
Edges With Duplicates : 11985
Total Edges : 14910
Number of Edge Types : 5
Retweet : 5678
MentionsInRetweet : 6820
Tweet : 1445
Mentions : 733
Replies to : 234
Self-Loops : 1487
Reciprocated Vertex Pair Ratio : 0.010230179028133
Reciprocated Edge Ratio : 0.020253164556962
Connected Components : 1165
Single-Vertex Connected Components : 700
Maximum Vertices in a Connected Component : 3642
Maximum Edges in a Connected Component : 8690
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.611049
Graph Density : 0.000143672780905461
Modularity : 0.514386
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,228 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 28 July 2022 at 06:28 UTC.
The requested start date was Thursday, 28 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 7-day, 4-hour, 48-minute period from Wednesday, 20 July 2022 at 18:53 UTC to Wednesday, 27 July 2022 at 23:42 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 : GraphServerTwitterSearch
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:
[3600] data,visualization [882] 06,2022 [821] koreansales_twt,data [756] offering,free [756] free,zoom [756] zoom,workshop [756] workshop,introduce [756] introduce,complete [756] complete,beginners [756] beginners,programming Top Word Pairs in Tweet in G1:
[882] data,visualization [879] 06,2022 [821] koreansales_twt,data [516] visualization,best [516] best,selling [434] selling,albums [406] albums,under [364] total,album [364] album,sales [206] 2015,06 Top Word Pairs in Tweet in G2:
[740] offering,free [740] free,zoom [740] zoom,workshop [740] workshop,introduce [740] introduce,complete [740] complete,beginners [740] beginners,programming [740] programming,biostatistics [740] biostatistics,covering [739] patrickbloniasz,offering Top Word Pairs in Tweet in G3:
[552] data,visualization [91] storytelling,data [88] best,tools [88] tools,storytelling [50] data,analysis [35] florence,nightingale [30] data,analytics [29] marketing,data [28] analysis,visualization [26] tapping,pulse Top Word Pairs in Tweet in G4:
[423] case,study [423] study,graphs [423] graphs,crush [423] crush,soul [423] soul,appropriate [423] appropriate,axes [423] axes,axis [423] axis,labels [423] labels,lifeblood [423] lifeblood,data Top Word Pairs in Tweet in G5:
[229] data,visualization [224] check,gosling [224] gosling,grammar [224] grammar,based [224] based,toolkit [224] toolkit,scalable [224] scalable,interactive [224] interactive,genomics [224] genomics,data [223] seandavis12,check Top Word Pairs in Tweet in G6:
[461] data,visualization [71] data,analysis [68] #datascience,#dataviz [67] #bigdata,#datascience [67] fundamentals,data [60] visualization,clauswilke [60] clauswilke,#bigdata [60] #dataviz,#infovis [59] kirkdborne,fundamentals [59] #infovis,# Top Word Pairs in Tweet in G7:
[200] florence,nightingale [125] public,health [124] improved,public [123] graphic,storytelling [121] health,groundbreaking [121] groundbreaking,use [121] use,graphic [119] nightingale,improved [119] storytelling,surviving [119] surviving,drafts Top Word Pairs in Tweet in G8:
[161] data,visualization [161] visualization,tools [150] high,quality [150] quality,data [147] tools,#avalanche [147] #avalanche,available [147] start,tracking [146] available,duneanalytics [146] duneanalytics,start [145] avalancheavax,high Top Word Pairs in Tweet in G9:
[197] data,tables [197] tables,great [197] great,nothing [197] nothing,beats [197] beats,pretty [197] pretty,picture [197] picture,12 [197] 12,python [197] python,visualization [197] visualization,libraries Top Word Pairs in Tweet in G10:
[175] data,analysis [175] analysis,end [175] end,end [175] end,project [175] project,tech [175] tech,stack [175] stack,data [175] data,collection [175] collection,python [175] python,scrapy Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: