The graph represents a network of 5,100 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 Friday, 06 December 2019 at 04:47 UTC.
The requested start date was Friday, 06 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 7-day, 1-hour, 33-minute period from Thursday, 28 November 2019 at 13:57 UTC to Thursday, 05 December 2019 at 15:30 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 : 5100
Unique Edges : 5634
Edges With Duplicates : 889
Total Edges : 6523
Number of Edge Types : 3
Replies to : 189
Mentions : 5190
Tweet : 1144
Self-Loops : 1144
Reciprocated Vertex Pair Ratio : 0.0208249899879856
Reciprocated Edge Ratio : 0.0408003138485681
Connected Components : 1015
Single-Vertex Connected Components : 546
Maximum Vertices in a Connected Component : 1496
Maximum Edges in a Connected Component : 2497
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.321409
Graph Density : 0.000196039977081242
Modularity : 0.794895
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,100 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 Friday, 06 December 2019 at 04:47 UTC.
The requested start date was Friday, 06 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 7-day, 1-hour, 33-minute period from Thursday, 28 November 2019 at 13:57 UTC to Thursday, 05 December 2019 at 15:30 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:
[2276] data,visualization [834] till,end [834] end,synced [834] synced,agu [834] agu,visualization [834] visualization,model [834] model,age [834] age,arctic [834] arctic,sea [834] sea,ice Top Word Pairs in Tweet in G1:
[832] till,end [832] end,synced [832] synced,agu [832] agu,visualization [832] visualization,model [832] model,age [832] age,arctic [832] arctic,sea [832] sea,ice [832] ice,data Top Word Pairs in Tweet in G2:
[427] data,visualization [35] visualization,tools [21] data,analysis [20] data,analytics [19] analysis,visualization [18] visualization,platform [16] analytics,visualization [16] data,science [15] visualization,data [15] visualization,use Top Word Pairs in Tweet in G3:
[203] visualization,shows [203] shows,sleeping [203] sleeping,patterns [203] patterns,newborn's [203] newborn's,first [203] first,year [203] year,big [203] big,respect [203] respect,sticking [203] sticking,data Top Word Pairs in Tweet in G4:
[88] data,visualization [30] 10,#ddj [22] top,10 [16] beyond,nightingale [16] nightingale,being [16] being,woman [16] woman,data [16] visualization,stephanie [16] stephanie,evergreen [15] в,топ Top Word Pairs in Tweet in G5:
[110] data,analysis [108] analysis,visualization [108] visualization,modeling [108] modeling,using [106] easy,data [106] using,datasist [101] article,medium [101] medium,titled [99] published,detailed [99] detailed,article Top Word Pairs in Tweet in G6:
[220] data,visualization [47] data,science [38] #blackfriday,#blackfriday2019 [30] interactive,data [24] visualization,ggplot2 [22] data,analysis [20] #tutorial,#onlinecourses [18] visualization,python [18] learn,create [17] analysis,visualization Top Word Pairs in Tweet in G7:
[68] data,visualization [33] complete,#infographics [33] #infographics,shows [33] shows,one [33] one,chart [33] chart,#dastascience [33] #dastascience,lifecycle [33] lifecycle,go [33] go,business [33] business,understanding Top Word Pairs in Tweet in G8:
[124] data,visualization [45] teach,data [44] visualization,people [44] people,really [44] really,care [44] care,data [44] visualization,here's [44] here's,learned [43] chadskelton,teach [43] learned,fro Top Word Pairs in Tweet in G9:
[66] more,people [65] enable,more [65] people,create [65] create,beautiful [65] beautiful,#dataviz [65] #dataviz,create [65] create,publish [65] publish,embed [65] embed,datawrapper [64] datawrapper,enable Top Word Pairs in Tweet in G10:
[96] thanks,data [96] data,visualization [96] visualization,magic [96] magic,see [96] see,levels [96] levels,damaging [96] damaging,tiny [96] tiny,particles [96] particles,wreak [96] wreak,havoc Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: