The graph represents a network of 6,025 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 02 December 2022 at 11:01 UTC.
The requested start date was Friday, 02 December 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 10-day, 2-hour, 58-minute period from Monday, 21 November 2022 at 22:01 UTC to Friday, 02 December 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 : 6025
Unique Edges : 3844
Edges With Duplicates : 8405
Total Edges : 12249
Number of Edge Types : 5
Replies to : 523
Mentions : 1155
Tweet : 3718
Retweet : 3067
MentionsInRetweet : 3786
Self-Loops : 3938
Reciprocated Vertex Pair Ratio : 0.0112446684761535
Reciprocated Edge Ratio : 0.022239263803681
Connected Components : 2173
Single-Vertex Connected Components : 1358
Maximum Vertices in a Connected Component : 1202
Maximum Edges in a Connected Component : 4325
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.062341
Graph Density : 0.000143712838824508
Modularity : 0.478581
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,025 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 02 December 2022 at 11:01 UTC.
The requested start date was Friday, 02 December 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 10-day, 2-hour, 58-minute period from Monday, 21 November 2022 at 22:01 UTC to Friday, 02 December 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 : marketing research
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:
[1090] marketing,research [899] online,class [801] essay,due [641] research,paper [502] due,assignment [485] assignment,online [464] calculus,statistics [444] business,law [427] algebra,calculus [421] math,algebra Top Word Pairs in Tweet in G1:
[551] essay,due [518] online,class [466] research,paper [381] due,assignment [371] assignment,online [361] business,law [358] math,algebra [358] algebra,calculus [352] law,math [332] class,research Top Word Pairs in Tweet in G2:
[382] collab,happened [382] starmagic,collab [382] ears,based [382] peta,starmagic [382] marketing,research [382] based,marketing [382] music,ears [382] happened,music [382] watch,peta [361] research,kdestra Top Word Pairs in Tweet in G3:
[330] sugar,coating [330] coating,stuff [330] without,sugar [330] well,thought [330] fall,prey [330] campaigns,research [330] stuff,diamonds [330] marketing,campaigns [330] prey,well [330] diamonds,sham Top Word Pairs in Tweet in G4:
[317] online,class [207] class,homework [204] essay,due [195] math,calculus [156] expert,help [154] exam,expert [128] calculus,statistics [123] assignments,dm [121] need,help [120] help,assignments Top Word Pairs in Tweet in G5:
[51] keyword,research [39] content,marketing [34] google,trends [33] marketing,strategy [29] digital,marketing [28] part,digital [28] research,essential [28] essential,part [28] strategy,help [23] trends,quite Top Word Pairs in Tweet in G6:
[14] methuselah,foundation [14] soon,marketing [14] 17,8k [14] marketing,wallet [14] donated,methuselah [14] worth,17 [14] foundation,worth [14] usd,soon [14] 8k,usd [14] writing,value Top Word Pairs in Tweet in G7:
[70] really,product [70] expectations,therefore [70] spin,really [70] community,strategies [70] product,marketing [70] marketing,community [70] exceed,expectations [70] strategies,meet [70] meet,exceed [69] spin_fi,spin Top Word Pairs in Tweet in G8:
[30] sink,read [30] report,#web3 [30] heard,sink [30] #web3,#layer1 [30] cointelegraph,report [30] one,probably [30] probably,never [30] read,cointelegraph [30] never,heard [29] cragorn1,one Top Word Pairs in Tweet in G9:
[67] thanks,cointelegraph [66] special,thanks [66] showcasing,#hedera [66] driving,decentralized [66] cointelegraph,showcasing [66] one,leading [66] decentralized,revolution [66] #hedera,one [66] projects,driving [66] leading,projects Top Word Pairs in Tweet in G10:
[4] companies,listed [4] congrats,companies [3] work,provides [3] listed,shortlist [3] year,customers [3] tougher,87 [3] sending,87 [3] colors,explore [3] tapped,68 [3] tough,marketers Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: