The graph represents a network of 6,855 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, 23 June 2022 at 06:30 UTC.
The requested start date was Thursday, 23 June 2022 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, 8-hour, 53-minute period from Sunday, 12 June 2022 at 15:06 UTC to Thursday, 23 June 2022 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 : 6855
Unique Edges : 2665
Edges With Duplicates : 11548
Total Edges : 14213
Number of Edge Types : 5
Mentions : 917
Retweet : 5371
MentionsInRetweet : 6001
Tweet : 1613
Replies to : 311
Self-Loops : 1664
Reciprocated Vertex Pair Ratio : 0.0149750415973378
Reciprocated Edge Ratio : 0.0295081967213115
Connected Components : 1258
Single-Vertex Connected Components : 666
Maximum Vertices in a Connected Component : 3018
Maximum Edges in a Connected Component : 8082
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.633021
Graph Density : 0.000142814058437129
Modularity : 0.483385
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,855 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, 23 June 2022 at 06:30 UTC.
The requested start date was Thursday, 23 June 2022 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, 8-hour, 53-minute period from Sunday, 12 June 2022 at 15:06 UTC to Thursday, 23 June 2022 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:
[4947] data,visualization [810] go,looking [810] looking,onchain [810] onchain,data [810] data,wbtc [810] wbtc,eth [810] eth,liquidations [810] liquidations,mostly [810] mostly,happened [810] happened,data Top Word Pairs in Tweet in G1:
[811] data,visualization [810] go,looking [810] looking,onchain [810] onchain,data [810] data,wbtc [810] wbtc,eth [810] eth,liquidations [810] liquidations,mostly [810] mostly,happened [810] happened,data Top Word Pairs in Tweet in G2:
[574] data,visualization [55] data,analysis [33] visualization,tools [33] delightful,data [32] visualization,data [32] done,well [32] well,delightful [32] visualization,examples [31] web,design [31] design,done Top Word Pairs in Tweet in G3:
[491] data,visualization [449] working,experience [449] experience,finance [449] finance,analyst [449] analyst,well [449] well,excellent [449] excellent,sql [449] sql,data [449] visualization,skills [449] skills,hotjar Top Word Pairs in Tweet in G4:
[487] data,visualization [334] fundamentals,data [333] free,ebook [333] ebook,fundamentals [333] #dataviz,#rstats [325] read,free [325] visualization,claus [325] claus,wilke [325] wilke,#dataviz [325] #rstats,following Top Word Pairs in Tweet in G5:
[559] data,visualization [136] #featured,#courses [128] #courses,javascript [128] javascript,course [128] course,beginner [128] beginner,expert [128] expert,data [128] visualization,#javascript [124] #javascript,#datavisual [124] #datavisual,#programming Top Word Pairs in Tweet in G6:
[159] data,visualization [159] data,analytics [154] hot,projects [154] projects,spice [154] spice,data [154] analytics,portfolio [154] portfolio,sales [154] sales,dashboards [154] dashboards,customer [154] customer,churn Top Word Pairs in Tweet in G7:
[172] data,analysis [168] analysis,career [168] career,focus [168] focus,learning [168] learning,excel [168] excel,spreadsheets [168] spreadsheets,microsoft [168] microsoft,power [168] power,bi [167] ogbenidipo,data Top Word Pairs in Tweet in G8:
[142] data,visualization [141] 10,tech [141] tech,skills [141] skills,demand [141] demand,machine [141] machine,learning [141] learning,mobile [141] mobile,development [141] development,seo [141] seo,sem Top Word Pairs in Tweet in G9:
[125] one,biggest [125] biggest,challenges [125] challenges,iot [125] iot,industry [125] industry,interpretation [125] interpretation,vast [125] vast,data [125] data,streams [125] streams,properly [84] properly,one Top Word Pairs in Tweet in G10:
[52] data,visualization [21] mini,rant [21] rant,call [21] call,anyone [21] anyone,particular [21] particular,noticed [21] noticed,extremely [21] extremely,misleading [21] misleading,pattern [21] pattern,getting Top Replied-To in Entire Graph:
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Top Replied-To in G10:
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: