The graph represents a network of 5,401 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, 07 January 2021 at 07:35 UTC.
The requested start date was Thursday, 07 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 11-day, 15-hour, 0-minute period from Saturday, 26 December 2020 at 10:00 UTC to Thursday, 07 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 : 5401
Unique Edges : 2832
Edges With Duplicates : 11022
Total Edges : 13854
Number of Edge Types : 5
Retweet : 4791
MentionsInRetweet : 5606
Tweet : 2208
Mentions : 927
Replies to : 322
Self-Loops : 2285
Reciprocated Vertex Pair Ratio : 0.0121703853955375
Reciprocated Edge Ratio : 0.0240480961923848
Connected Components : 1210
Single-Vertex Connected Components : 640
Maximum Vertices in a Connected Component : 2693
Maximum Edges in a Connected Component : 10263
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.90322
Graph Density : 0.000205311773539879
Modularity : 0.430257
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,401 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, 07 January 2021 at 07:35 UTC.
The requested start date was Thursday, 07 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 11-day, 15-hour, 0-minute period from Saturday, 26 December 2020 at 10:00 UTC to Thursday, 07 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:
[4521] data,visualization [786] look,back [783] #covid19,distributed [783] distributed,globe [783] globe,look [593] visualization,2017 [591] back,data [589] #vaccines,#covid19 [585] transfers,last [585] last,hour Top Word Pairs in Tweet in G1:
[1522] data,visualization [341] data,science [331] #datascience,#datavisualization [325] #datavisualization,#machinelearning [244] libraries,#datascience [217] #python,libraries [213] machine,learning [173] python,libraries [157] top,python [150] top,#python Top Word Pairs in Tweet in G2:
[504] data,visualization [36] visualization,python [33] beginner,guide [33] guide,data [33] python,seaborn [26] data,analysis [19] visualization,data [16] best,data [15] python,data [14] visualization,tools Top Word Pairs in Tweet in G3:
[554] #covid19,distributed [554] distributed,globe [554] globe,look [554] look,back [554] data,visualization [553] #vaccines,#covid19 [553] back,data [553] visualization,2017 [552] sciencemagazine,#vaccines [2] maartenzam,yes Top Word Pairs in Tweet in G4:
[207] data,visualization [193] #covid19,distributed [193] distributed,globe [193] globe,look [193] look,back [186] vaccines,#covid19 [186] back,sciencevisuals [186] sciencevisuals,data [185] newsfromscience,vaccines [13] download,global Top Word Pairs in Tweet in G5:
[51] data,visualization [22] title,race [22] race,chart [16] making,title [16] awhstin,#rstats [16] #rstats,#datascience [13] 50,fascinating [13] fascinating,free [13] free,data [13] data,sources Top Word Pairs in Tweet in G6:
[117] data,visualization [80] chart,js [79] top,javascript [79] javascript,libraries [79] libraries,amazing [79] amazing,data [79] visualization,amcharts [79] amcharts,chart [79] js,d3 [79] d3,js Top Word Pairs in Tweet in G7:
[99] data,visualization [98] total,wins [97] year,updated [97] updated,data [97] visualization,interactive [97] interactive,timeline [97] timeline,total [96] starting,year [95] betweenthenums,starting [95] wins,cur Top Word Pairs in Tweet in G8:
[35] data,visualization [12] video,explain [12] explain,approaches [12] approaches,insights [12] insights,data [12] data,ll [12] ll,provide [12] provide,examples [12] examples,life [12] life,use Top Word Pairs in Tweet in G9:
[95] data,visualization [34] use,color [33] rules,optimal [33] optimal,use [33] color,data [31] visualization,aseem73218670 [28] principles,effective [28] effective,data [28] visualization,nice [28] nice,article Top Word Pairs in Tweet in G10:
[54] data,visualization [21] great,visualization [21] visualization,role [21] role,evolution [21] evolution,#data [21] #data,#digitaltransformation [20] cyrilcoste,great [15] best,types [15] types,data [15] visualization,tools Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
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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 G10: