The graph represents a network of 6,387 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 January 2021 at 07:34 UTC.
The requested start date was Thursday, 28 January 2021 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 9-day, 3-hour, 34-minute period from Monday, 18 January 2021 at 21:26 UTC to Thursday, 28 January 2021 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 : 6387
Unique Edges : 3610
Edges With Duplicates : 11242
Total Edges : 14852
Number of Edge Types : 5
Retweet : 5077
MentionsInRetweet : 6470
Replies to : 315
Mentions : 1152
Tweet : 1838
Self-Loops : 1882
Reciprocated Vertex Pair Ratio : 0.0152101769911504
Reciprocated Edge Ratio : 0.0299645873059112
Connected Components : 1137
Single-Vertex Connected Components : 583
Maximum Vertices in a Connected Component : 3326
Maximum Edges in a Connected Component : 10391
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.777328
Graph Density : 0.000180006650095856
Modularity : 0.489695
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 6,387 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 January 2021 at 07:34 UTC.
The requested start date was Thursday, 28 January 2021 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 9-day, 3-hour, 34-minute period from Monday, 18 January 2021 at 21:26 UTC to Thursday, 28 January 2021 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:
[4403] data,visualization [931] visualization,cares [931] cares,disproportionately [931] disproportionately,far [931] far,much [931] much,designing [931] designing,colorblindness [931] colorblindness,relative [927] frankelavsky,data [923] relative,disabilitie Top Word Pairs in Tweet in G1:
[953] data,visualization [889] frankelavsky,data [887] visualization,cares [887] cares,disproportionately [887] disproportionately,far [887] far,much [887] much,designing [887] designing,colorblindness [887] colorblindness,relative [885] relative,disabilitie Top Word Pairs in Tweet in G2:
[466] data,visualization [33] data,analysis [24] visualization,tools [23] visualization,data [22] analysis,visualization [21] visualization,modern [20] modern,imagination [15] learn,more [14] gt,gt [14] power,bi Top Word Pairs in Tweet in G3:
[740] data,visualization [230] libraries,#datascience [221] top,python [221] python,libraries [220] data,science [212] #datascience,#datavisualization [211] #datavisualization,#machinelearning [158] machine,learning [128] #data,visualization [118] tweet,top Top Word Pairs in Tweet in G4:
[258] data,visualization [29] visualization,tool [20] visualization,tools [17] gonna,wanna [17] wanna,see [17] see,planet's [17] planet's,senior [17] senior,data [17] visualization,engineer [17] engineer,rsimmon Top Word Pairs in Tweet in G5:
[226] data,visualization [226] total,album [226] album,sales [226] 12,2020 [203] koreansales_twt,data [86] 2018,12 [77] 2017,12 [73] visualization,#theboyz [73] #theboyz,total [73] sales,12 Top Word Pairs in Tweet in G6:
[74] wait,update [74] update,release [74] release,ipyfastscape [74] ipyfastscape,3d [74] 3d,visualization [74] visualization,topographic [74] topographic,data [74] data,landscape [74] landscape,evolution [74] evolution,model Top Word Pairs in Tweet in G7:
[97] data,visualization [66] 10,years [66] open,source [64] excited,share [64] share,big [64] big,event [64] event,#d3js [64] #d3js,celebrating [64] celebrating,10 [64] years,open Top Word Pairs in Tweet in G8:
[100] data,visualization [24] work,better [23] understanding,specific [23] specific,#datavisualization [23] #datavisualization,techniques [23] techniques,work [23] better,others [23] others,psychological [23] psychological,roots [23] roots,malaupadhaya Top Word Pairs in Tweet in G9:
[101] data,visualization [38] #vaccines,#covid19 [38] #covid19,distributed [38] distributed,globe [38] globe,look [38] look,back [38] back,data [38] visualization,2017 [36] assessing,single [36] single,cell Top Word Pairs in Tweet in G10:
[22] power,bi [20] data,processing [20] processing,visualization [18] 2021,data [18] data,sql [18] sql,saturday [18] saturday,angeles [18] angeles,submitted [18] submitted,session [17] data,visualization Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: