The graph represents a network of 6,195 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 Saturday, 08 May 2021 at 06:36 UTC.
The requested start date was Thursday, 06 May 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 10-day, 21-hour, 25-minute period from Sunday, 25 April 2021 at 02:35 UTC to Thursday, 06 May 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 : 6195
Unique Edges : 3662
Edges With Duplicates : 10573
Total Edges : 14235
Number of Edge Types : 5
Retweet : 4611
MentionsInRetweet : 6006
Tweet : 2164
Mentions : 1097
Replies to : 357
Self-Loops : 2200
Reciprocated Vertex Pair Ratio : 0.0199706314243759
Reciprocated Edge Ratio : 0.0391592283328534
Connected Components : 1313
Single-Vertex Connected Components : 669
Maximum Vertices in a Connected Component : 2997
Maximum Edges in a Connected Component : 9669
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.81285
Graph Density : 0.000181018210494522
Modularity : 0.494737
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,195 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 Saturday, 08 May 2021 at 06:36 UTC.
The requested start date was Thursday, 06 May 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 10-day, 21-hour, 25-minute period from Sunday, 25 April 2021 at 02:35 UTC to Thursday, 06 May 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:
[4235] data,visualization [584] transfers,last [584] last,hour [584] hour,top [538] visualization,gt [535] 00,gmt [528] gmt,full [528] full,gw [528] gw,data [528] data,table Top Word Pairs in Tweet in G1:
[530] data,visualization [37] visualization,tools [29] data,analysis [28] data,science [21] visualization,platform [20] analysis,visualization [19] visualization,data [19] data,studio [19] decision,making [17] google,data Top Word Pairs in Tweet in G2:
[887] data,visualization [99] #bigdata,#analytics [95] data,science [93] #iot,#iiot [73] charting,libraries [71] #datascience,#datavisualization [69] #analytics,#datascience [67] #datascience,#iot [64] machine,learning [61] data,analysis Top Word Pairs in Tweet in G3:
[387] observable,plot [378] open,source [326] data,visualization [269] exploratory,data [268] announcing,open [268] source,javascript [268] javascript,library [268] library,exploratory [268] visualization,observable [267] mbostock,announcing Top Word Pairs in Tweet in G4:
[347] data,visualization [345] visualization,nicolaraluk [345] nicolaraluk,shows [345] shows,occurrence [345] occurrence,earthquakes [345] earthquakes,earth [345] earth,between [345] between,july [345] july,2017 [345] 2017,july Top Word Pairs in Tweet in G5:
[109] data,visualization [40] awesome,dataviz [40] dataviz,curated [40] curated,resources [40] resources,data [40] visualization,drawing [40] drawing,publishing [39] publishing,krzysztof [39] krzysztof,joachimiak [38] icymi_r,awesome Top Word Pairs in Tweet in G6:
[140] data,visualization [138] 03,2021 [135] visualization,best [135] best,selling [125] koreansales_twt,data [114] selling,albums [113] albums,under [71] under,woollim [71] woollim,entertainment [71] entertainment,12 Top Word Pairs in Tweet in G7:
[73] data,visualization [17] using,nvidiaomniverse [17] nvidiaomniverse,create [17] create,earth's [17] earth's,#digitaltwin [17] #digitaltwin,help [17] help,scientists [17] scientists,better [17] better,visualize [17] visualize,weather Top Word Pairs in Tweet in G8:
[101] data,visualization [90] visualization,changes [90] changes,land [90] land,use [90] use,types [90] types,over [90] over,last [90] last,12 [90] 12,000 [90] 000,years Top Word Pairs in Tweet in G9:
[88] #osint,tool [88] tool,important [88] important,update [88] update,free [88] free,data [88] data,visualization [88] visualization,tool [88] tool,see [88] see,connected [88] connected,edges Top Word Pairs in Tweet in G10:
[78] data,visualization [73] commonwealthmag,combination [73] combination,essay [73] essay,data [73] visualization,inequalities [73] inequalities,cross [73] cross,town [73] town,borders [72] en_dash,commonwealthmag [72] borders,massac Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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Top Replied-To in G8:
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:
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Top Mentioned in G10:
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 G9:
Top Tweeters in G10: