The graph represents a network of 7,083 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 October 2021 at 06:31 UTC.
The requested start date was Thursday, 28 October 2021 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 5-day, 23-hour, 20-minute period from Friday, 22 October 2021 at 00:39 UTC to Thursday, 28 October 2021 at 00:00 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 : 7083
Unique Edges : 2050
Edges With Duplicates : 12872
Total Edges : 14922
Number of Edge Types : 5
Retweet : 6079
MentionsInRetweet : 6934
Replies to : 165
Tweet : 1108
Mentions : 636
Self-Loops : 1138
Reciprocated Vertex Pair Ratio : 0.0114647963312652
Reciprocated Edge Ratio : 0.0226696892919056
Connected Components : 709
Single-Vertex Connected Components : 349
Maximum Vertices in a Connected Component : 3030
Maximum Edges in a Connected Component : 6063
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.370215
Graph Density : 0.000149496212317395
Modularity : 0.466201
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,083 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 October 2021 at 06:31 UTC.
The requested start date was Thursday, 28 October 2021 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 5-day, 23-hour, 20-minute period from Friday, 22 October 2021 at 00:39 UTC to Thursday, 28 October 2021 at 00:00 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:
[4797] data,visualization [3029] rid,dictatorship [3029] dictatorship,asia [3029] asia,ค [3029] ค,ม [3029] ม,อการกำจ [3029] อการกำจ,ดเผด [3029] ดเผด,จการในทว [3029] จการในทว,ปเอเช [3029] ปเอเช,ย Top Word Pairs in Tweet in G1:
[3033] data,visualization [3029] rid,dictatorship [3029] dictatorship,asia [3029] asia,ค [3029] ค,ม [3029] ม,อการกำจ [3029] อการกำจ,ดเผด [3029] ดเผด,จการในทว [3029] จการในทว,ปเอเช [3029] ปเอเช,ย Top Word Pairs in Tweet in G2:
[698] top,10 [698] 10,tech [698] tech,skills [698] skills,demand [695] skills,still [695] still,top [695] demand,cloud [695] cloud,amazon [695] amazon,web [695] web,services Top Word Pairs in Tweet in G3:
[268] data,visualization [26] data,analysis [17] analysis,visualization [15] visualization,data [12] data,science [11] visualization,tools [11] learn,more [9] power,bi [7] data,analytics [7] big,data Top Word Pairs in Tweet in G4:
[364] data,visualization [63] #python,libraries [61] libraries,#datascience [54] atención,cuarta [54] cuarta,certificación [54] certificación,freecodecamp [54] freecodecamp,completamente [54] completamente,traducida [54] traducida,español [54] español,vivo Top Word Pairs in Tweet in G5:
[237] spy,little [237] little,eye [237] eye,something [237] something,blue [237] blue,darkness [237] darkness,space [237] space,hi [237] hi,nasaearth [237] nasaearth,saturday [237] saturday,observed Top Word Pairs in Tweet in G6:
[97] data,visualization [44] geospatial,health [44] health,data [44] data,modeling [44] modeling,visualization [44] visualization,inla [44] inla,shiny [44] shiny,paula [44] paula,moraga [44] moraga,paula_moraga_ Top Word Pairs in Tweet in G7:
[75] scientific,visualization [75] visualization,volume [75] volume,rendering [75] rendering,technique [75] technique,used [75] used,display [75] display,2d [75] 2d,projection [75] projection,3d [75] 3d,discretely Top Word Pairs in Tweet in G8:
[94] data,visualization [91] axis,continuously [91] continuously,varying [91] varying,scale [91] scale,next [91] next,great [91] great,breakthrough [91] breakthrough,data [90] elmihiro,axis [2] power,bi Top Word Pairs in Tweet in G9:
[21] data,visualization [6] session,end [6] end,opening [6] opening,keynote [6] keynote,yloukissas [6] yloukissas,open [6] open,data [6] data,settings [6] settings,#vis4dh [6] #vis4dh,#ieeevis Top Word Pairs in Tweet in G10:
[77] here's,persuasion [77] persuasion,secret [77] secret,learned [77] learned,data [77] data,analyst [77] analyst,whoever [77] whoever,comes [77] comes,best [77] best,useful [77] useful,visualization Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G10: