The graph represents a network of 6,633 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, 03 February 2022 at 07:47 UTC.
The requested start date was Thursday, 03 February 2022 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 7-day, 3-hour, 47-minute period from Wednesday, 26 January 2022 at 21:12 UTC to Thursday, 03 February 2022 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 : 6633
Unique Edges : 2484
Edges With Duplicates : 11731
Total Edges : 14215
Number of Edge Types : 5
Replies to : 269
Tweet : 1603
Retweet : 5418
MentionsInRetweet : 6004
Mentions : 921
Self-Loops : 1659
Reciprocated Vertex Pair Ratio : 0.010867901423542
Reciprocated Edge Ratio : 0.0215021199273168
Connected Components : 1103
Single-Vertex Connected Components : 533
Maximum Vertices in a Connected Component : 2168
Maximum Edges in a Connected Component : 5196
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.336554
Graph Density : 0.00015012483730414
Modularity : 0.456318
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,633 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, 03 February 2022 at 07:47 UTC.
The requested start date was Thursday, 03 February 2022 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 7-day, 3-hour, 47-minute period from Wednesday, 26 January 2022 at 21:12 UTC to Thursday, 03 February 2022 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:
[5305] data,visualization [2532] 12,2021 [2480] koreansales_twt,data [2370] album,sales [2363] total,album [582] 2019,12 [414] 2015,12 [375] 2020,12 [355] sales,07 [345] 00,gmt Top Word Pairs in Tweet in G1:
[2506] data,visualization [2489] 12,2021 [2437] koreansales_twt,data [2306] album,sales [2299] total,album [540] 2019,12 [414] 2015,12 [375] 2020,12 [323] sales,05 [313] sales,07 Top Word Pairs in Tweet in G2:
[452] data,visualization [42] data,analysis [24] data,science [22] designer,data [20] visualization,data [18] interaction,designer [18] visualization,engineer [17] analysis,data [17] homework,assignment [17] assignment,exam Top Word Pairs in Tweet in G3:
[613] data,visualization [189] data,science [130] #ai,#ml [130] #analytics,#datascience [129] #datascience,#ai [123] visualization,#ai [123] #ai,#datascientist [123] #datascientist,#bigdata [123] #bigdata,#machinelearning [123] #machinelearning,#analytics Top Word Pairs in Tweet in G4:
[255] data,visualization [70] love,both [70] both,data [70] visualization,stark [70] stark,takeaways [70] takeaways,worth [70] worth,watch [69] healthandstats,love [44] visualization,julia [42] data,viz Top Word Pairs in Tweet in G5:
[156] python,developer [156] developer,pay [156] pay,special [156] special,attention [156] attention,following [156] following,libraries [156] libraries,numpy [156] numpy,scientific [156] scientific,computing [156] computing,pandas Top Word Pairs in Tweet in G6:
[83] omics,data [81] analysis,visualization [81] spatial,omics [80] squidpy,fabian_theis [80] fabian_theis,colleagues [80] colleagues,enables [80] enables,comprehensive [80] comprehensive,analysis [80] visualization,spatial [79] naturemethods,squidpy Top Word Pairs in Tweet in G7:
[52] data,visualization [18] visualization,data [15] wanna,start [15] start,freelancing [15] freelancing,know [15] know,anyone [15] anyone,organization [15] organization,need [15] need,data [15] data,analyst Top Word Pairs in Tweet in G8:
[73] data,visualization [62] visualization,platform [48] official,re [48] re,thrilled [48] data,storytelling [47] thrilled,welcome [47] welcome,data [47] platform,flourish [47] flourish,canva [47] canva,data Top Word Pairs in Tweet in G9:
[70] data,visualization [33] interesting,background [33] background,story [33] story,power [33] power,data [33] data,data [33] visualization,11 [33] 11,slides [33] slides,apparently [33] apparently,convinced Top Word Pairs in Tweet in G10:
[59] 2022,universities [59] universities,still [59] still,churning [59] churning,project [59] project,topics [59] topics,students [59] students,carry [59] carry,questionnaire [59] questionnaire,plot [59] plot,data Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: