The graph represents a network of 6,381 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, 04 February 2022 at 10:50 UTC.
The requested start date was Friday, 04 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 9-day, 18-hour, 42-minute period from Tuesday, 25 January 2022 at 00:04 UTC to Thursday, 03 February 2022 at 18:47 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 : 6381
Unique Edges : 4129
Edges With Duplicates : 8493
Total Edges : 12622
Number of Edge Types : 5
Tweet : 3311
Replies to : 815
Mentions : 1924
Retweet : 3068
MentionsInRetweet : 3504
Self-Loops : 3580
Reciprocated Vertex Pair Ratio : 0.0199093238714764
Reciprocated Edge Ratio : 0.0390413606494008
Connected Components : 2216
Single-Vertex Connected Components : 1284
Maximum Vertices in a Connected Component : 695
Maximum Edges in a Connected Component : 3541
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.663728
Graph Density : 0.000127091645013925
Modularity : 0.464007
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,381 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, 04 February 2022 at 10:50 UTC.
The requested start date was Friday, 04 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 9-day, 18-hour, 42-minute period from Tuesday, 25 January 2022 at 00:04 UTC to Thursday, 03 February 2022 at 18:47 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:
[494] marketing,research [458] affiliate,marketing [446] essay,due [421] research,paper [395] #algebra,#calculus [370] #calculus,#statistics [323] homework,help [319] online,class [310] #math,#algebra [297] #essay,due Top Word Pairs in Tweet in G1:
[275] research,paper [180] essay,due [176] marketing,research [136] due,homework [131] homework,help [129] assignment,online [128] online,course [127] kindly,hmu [125] pay,paper [121] social,media Top Word Pairs in Tweet in G2:
[135] crowdfunding,tip [135] tip,#2356 [135] #2356,incentive [135] incentive,pledge [135] pledge,program [135] program,cover [135] cover,expenses [135] expenses,including [135] including,limited [84] startupgenesis,crowdfunding Top Word Pairs in Tweet in G3:
[214] affiliate,marketing [100] calling,scam [80] thanks,everyone [80] everyone,investing [80] investing,time [80] time,energy [80] energy,give [80] give,affiliate [80] marketing,publicity [80] publicity,calling Top Word Pairs in Tweet in G4:
[325] #algebra,#calculus [303] #calculus,#statistics [256] #math,#algebra [238] essay,due [233] #essay,due [221] #business,law [217] online,class [205] law,#math [201] class,homework [193] expert,help Top Word Pairs in Tweet in G5:
[148] dyor,campaign [148] campaign,#binance [148] #binance,urges [148] urges,consumers [148] consumers,trust [148] trust,themselves [148] themselves,research [147] cz_binance,dyor Top Word Pairs in Tweet in G6:
[2] brand,name Top Word Pairs in Tweet in G7:
[74] oriondepp,solana [74] solana,orion__research [74] orion__research,orion__trading [63] launched,water [63] water,tiger [63] tiger,inu [63] inu,low [63] low,marketcap [63] marketcap,gem [63] gem,27k Top Word Pairs in Tweet in G8:
[44] marketing,research [43] research,data [43] data,without [43] without,fail [43] fail,show [43] show,young [43] young,male [43] male,celeb [43] celeb,comes [42] themoondreamer_,marketing Top Word Pairs in Tweet in G9:
[72] product,takes [72] takes,village [72] village,design [72] design,design [72] design,research [72] research,development [72] development,different [72] different,areas [72] areas,data [72] data,expertise Top Word Pairs in Tweet in G10:
[89] affiliate,marketing [34] side,hustles [34] hustles,replace [34] replace,12 [34] 12,months [34] months,less [34] less,selling [34] selling,ebooks [34] ebooks,twitter [34] twitter,affiliate 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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