The graph represents a network of 5,992 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, 17 February 2022 at 07:33 UTC.
The requested start date was Thursday, 17 February 2022 at 01:01 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, 16-hour, 57-minute period from Wednesday, 09 February 2022 at 08:02 UTC to Thursday, 17 February 2022 at 01:00 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 : 5992
Unique Edges : 2123
Edges With Duplicates : 11617
Total Edges : 13740
Number of Edge Types : 5
Retweet : 5324
MentionsInRetweet : 5671
Tweet : 1719
Replies to : 254
Mentions : 772
Self-Loops : 1766
Reciprocated Vertex Pair Ratio : 0.0112284229931289
Reciprocated Edge Ratio : 0.0222074908849851
Connected Components : 1138
Single-Vertex Connected Components : 567
Maximum Vertices in a Connected Component : 1572
Maximum Edges in a Connected Component : 4757
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.479687
Graph Density : 0.000168087021497979
Modularity : 0.448695
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,992 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, 17 February 2022 at 07:33 UTC.
The requested start date was Thursday, 17 February 2022 at 01:01 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, 16-hour, 57-minute period from Wednesday, 09 February 2022 at 08:02 UTC to Thursday, 17 February 2022 at 01:00 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:
[2895] data,visualization [1620] าง,ๆ [1619] พย,ส [1619] ส,วนพระองค [1619] วนพระองค,ช [1619] ช,วยเหล [1619] วยเหล,อในด [1619] อในด,านต [1619] านต,าง [1544] มพ,นธ Top Word Pairs in Tweet in G1:
[1582] พย,ส [1582] ส,วนพระองค [1582] วนพระองค,ช [1582] ช,วยเหล [1582] วยเหล,อในด [1582] อในด,านต [1582] านต,าง [1582] าง,ๆ [1507] มพ,นธ [1506] เว,บไชต Top Word Pairs in Tweet in G2:
[445] data,visualization [42] data,analysis [33] analysis,visualization [29] data,analytics [25] python,data [25] visualization,data [21] visualization,tools [18] data,science [17] historical,instances [17] instances,data Top Word Pairs in Tweet in G3:
[472] data,analysis [240] machine,learning [238] pandas,data [235] numpy,scientific [235] scientific,computing [235] computing,pandas [234] analysis,manipulation [233] core,python [233] python,libraries [233] libraries,machine Top Word Pairs in Tweet in G4:
[518] data,visualization [518] total,album [518] album,sales [510] 01,2022 [501] koreansales_twt,data [206] 2020,01 [156] 2019,01 [113] sales,09 [107] visualization,#moonbyul [107] #moonbyul,total Top Word Pairs in Tweet in G5:
[650] data,visualization [163] #datascience,#ai [162] #analytics,#datascience [123] data,science [117] #bigdata,#analytics [114] nainachaturved8,learn [106] visualization,#bigdata [104] data,analysis [103] learn,implement [100] #python,#datascience Top Word Pairs in Tweet in G6:
[232] sql,python [231] skills,mas [231] mas,demandadas [231] demandadas,empleadores [231] empleadores,latam [231] latam,data [231] data,science [231] science,data [231] data,analitics [231] analitics,sql Top Word Pairs in Tweet in G7:
[64] data,visualization [64] more,accessible [51] blog,15 [51] 15,colors [51] colors,visualization [51] visualization,less [51] less,overwhelming [51] overwhelming,more [51] accessible,five [50] lisacmuth,blog Top Word Pairs in Tweet in G8:
[95] apologies,anyone [95] anyone,missed [95] missed,irony [95] irony,tweet [95] tweet,thought [95] thought,help [95] help,better [95] better,visualization [94] bradlander,apologies Top Word Pairs in Tweet in G9:
[44] data,visualization [32] pre,order [25] looking,#drawmeaning [25] #drawmeaning,#dataviz [25] #dataviz,#functionalaestheticsthebook [25] #functionalaestheticsthebook,available [25] available,pre [25] order,shipping [25] shipping,late [24] windscogley,looking Top Word Pairs in Tweet in G10:
[195] ฐสว,สด [130] ร,ฐสว [65] data,visualization [65] visualization,เก [65] เก,ยวก [65] ยวก,บร [65] บร,ฐสว [65] สด,การช [65] การช,นน [65] นน,ด Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
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: