The graph represents a network of 6,500 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, 04 November 2021 at 06:35 UTC.
The requested start date was Thursday, 04 November 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, 14-hour, 33-minute period from Sunday, 24 October 2021 at 09:27 UTC to Thursday, 04 November 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 : 6500
Unique Edges : 3223
Edges With Duplicates : 11042
Total Edges : 14265
Number of Edge Types : 5
MentionsInRetweet : 6001
Replies to : 314
Retweet : 4856
Tweet : 2030
Mentions : 1064
Self-Loops : 2089
Reciprocated Vertex Pair Ratio : 0.0192307692307692
Reciprocated Edge Ratio : 0.0377358490566038
Connected Components : 1271
Single-Vertex Connected Components : 652
Maximum Vertices in a Connected Component : 3236
Maximum Edges in a Connected Component : 8788
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.301944
Graph Density : 0.000163102015694722
Modularity : 0.492145
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,500 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, 04 November 2021 at 06:35 UTC.
The requested start date was Thursday, 04 November 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, 14-hour, 33-minute period from Sunday, 24 October 2021 at 09:27 UTC to Thursday, 04 November 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:
[2905] data,visualization [827] cloud,amazon [827] amazon,web [827] web,services [827] services,aws [813] aws,cybersecurity [810] cybersecurity,machine [744] top,10 [742] skills,demand [739] demand,cloud Top Word Pairs in Tweet in G1:
[705] top,10 [705] 10,tech [705] tech,skills [705] skills,demand [703] skills,still [703] still,top [703] demand,cloud [703] cloud,amazon [703] amazon,web [703] web,services Top Word Pairs in Tweet in G2:
[533] data,visualization [45] data,analysis [30] analysis,visualization [24] visualization,data [21] visualization,tool [20] visualization,tools [19] learn,more [19] power,bi [19] data,analytics [18] data,science Top Word Pairs in Tweet in G3:
[701] data,visualization [104] #datascience,#datavisualization [102] #python,libraries [100] libraries,#datascience [88] #datavisualization,#machinelearning [85] data,science [78] data,analysis [72] #machinelearning,#datascience [69] interactive,data [65] machine,learning Top Word Pairs in Tweet in G4:
[261] julia,data [261] data,science [261] science,book [260] book,available [260] available,course [260] course,book [259] josestoropoli,julia [27] #dutch,#covid19 [27] #covid19,october [27] #interactive,#dashboard Top Word Pairs in Tweet in G5:
[184] web,development [179] machine,learning [179] data,analysis [178] learning,artificial [178] artificial,intelligence [178] intelligence,web [178] development,game [178] game,development [178] development,data [178] analysis,automation Top Word Pairs in Tweet in G6:
[88] certifications,available [77] responsive,web [77] web,design [77] design,javascript [77] javascript,algorithms [77] algorithms,data [77] atención,cuarta [77] cuarta,certificación [77] certificación,freecodecamp [77] freecodecamp,completamente Top Word Pairs in Tweet in G7:
[135] data,visualization [47] visualization,software [36] dataviz,professional [36] professional,use [36] use,single [36] single,one [36] one,those [36] those,top [36] top,20 [36] 20,data Top Word Pairs in Tweet in G8:
[50] data,visualization [14] datavizsociety,#fromthearchives [10] #fromthearchives,brand [10] brand,colors [10] colors,probably [10] probably,don [10] don,work [10] work,dataviz [10] dataviz,amycesal [10] amycesal,explains Top Word Pairs in Tweet in G9:
[84] scientific,visualization [84] visualization,volume [84] volume,rendering [84] rendering,technique [84] technique,used [84] used,display [84] display,2d [84] 2d,projection [84] projection,3d [84] 3d,discretely Top Word Pairs in Tweet in G10:
[108] data,visualization [99] ปเอเช,ย [99] น,data [74] rid,dictatorship [74] dictatorship,asia [74] asia,ค [74] ค,ม [74] ม,อการกำจ [74] อการกำจ,ดเผด [74] ดเผด,จการในทว Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: