The graph represents a network of 6,819 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, 06 August 2020 at 06:40 UTC.
The requested start date was Thursday, 06 August 2020 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 9-day, 7-hour, 2-minute period from Monday, 27 July 2020 at 16:54 UTC to Wednesday, 05 August 2020 at 23:56 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 : 6819
Unique Edges : 3832
Edges With Duplicates : 11024
Total Edges : 14856
Number of Edge Types : 5
Mentions : 1293
Replies to : 399
Tweet : 1677
Retweet : 5061
MentionsInRetweet : 6426
Self-Loops : 1713
Reciprocated Vertex Pair Ratio : 0.01545616194775
Reciprocated Edge Ratio : 0.0304418103448276
Connected Components : 1398
Single-Vertex Connected Components : 697
Maximum Vertices in a Connected Component : 2112
Maximum Edges in a Connected Component : 6972
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.310888
Graph Density : 0.000159683585598554
Modularity : 0.512232
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,819 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, 06 August 2020 at 06:40 UTC.
The requested start date was Thursday, 06 August 2020 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 9-day, 7-hour, 2-minute period from Monday, 27 July 2020 at 16:54 UTC to Wednesday, 05 August 2020 at 23:56 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:
[3956] data,visualization [482] visualization,top [480] best,selling [479] top,20 [478] selling,albums [478] 20,best [313] นน,ค [309] ว,นน [309] ค,นๆ [309] นๆ,ไปเจอเว Top Word Pairs in Tweet in G1:
[503] data,visualization [37] interactive,data [33] data,visualizations [32] using,plotly [32] plotly,python [31] visualization,data [31] build,interactive [31] visualizations,using [28] covid,19 [22] power,bi Top Word Pairs in Tweet in G2:
[828] data,visualization [267] #ml,#dl [254] #ai,#ml [219] #dl,#artificialintelligence [214] #bigdata,#analytics [158] #analytics,#datascience [106] #iot,#iiot [103] #ai,#machinelearning [103] #datascience,#ai [88] #artificialintelligence,#machinelearning Top Word Pairs in Tweet in G3:
[394] data,visualization [364] visualization,top [364] best,selling [362] selling,albums [362] top,20 [362] 20,best [294] koreansales_twt,data [197] albums,fnc [197] fnc,entertainment [197] entertainment,2007 Top Word Pairs in Tweet in G4:
[309] ว,นน [309] นน,ค [309] ค,นๆ [309] นๆ,ไปเจอเว [309] ไปเจอเว,บ [309] บ,ภาษ [309] ภาษ,ไปไหน [309] ไปไหน,ของ [309] ของ,dga [309] dga,สำน Top Word Pairs in Tweet in G5:
[288] data,visualization [288] visualization,vegetarian [288] vegetarian,non [288] non,vegetarian [288] vegetarian,rice [288] rice,wheat [288] wheat,line [288] line,india [288] india,clearly [288] clearly,demarcates Top Word Pairs in Tweet in G6:
[194] make,charts [181] johns,hopkins' [181] hopkins',data [181] data,profwade_ [181] profwade_,website [181] website,make [180] steventdennis,johns [14] profwade_,data [14] data,johns [14] johns,hopkins Top Word Pairs in Tweet in G7:
[155] data,visualization [30] health,data [29] geospatial,health [29] data,modeling [29] modeling,visualization [28] visualization,inla [28] inla,shiny [28] shiny,paula [28] paula,moraga [28] moraga,paula_moraga_ Top Word Pairs in Tweet in G8:
[224] data,visualization [219] 2020,korean [219] korean,sales [217] byewhy17,data [116] visualization,#seventeen [116] #seventeen,total [116] total,album [116] album,sales [116] sales,2015 [116] 2015,2020 Top Word Pairs in Tweet in G9:
[71] map,explorer [68] #covid19,map [61] explore,humdata [61] humdata,#covid19 [61] explorer,visual [61] visual,allows [61] allows,review [61] review,progress [60] jteran2000,explore [60] progress,th Top Word Pairs in Tweet in G10:
[63] data,visualization [23] visualization,audiences [23] audiences,scenarios [21] tell,stories [21] stories,data [20] data,visualizations [20] build,interactive [20] buabaj_,published [20] published,tdatascience [20] tdatascience,tell Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G7:
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: