The graph represents a network of 6,154 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, 10 June 2022 at 10:00 UTC.
The requested start date was Friday, 10 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 9-day, 7-hour, 45-minute period from Tuesday, 31 May 2022 at 11:00 UTC to Thursday, 09 June 2022 at 18:45 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 : 6154
Unique Edges : 3430
Edges With Duplicates : 9154
Total Edges : 12584
Number of Edge Types : 5
Retweet : 2974
MentionsInRetweet : 3215
Mentions : 2216
Tweet : 3429
Replies to : 750
Self-Loops : 3636
Reciprocated Vertex Pair Ratio : 0.0185267857142857
Reciprocated Edge Ratio : 0.0363795748411133
Connected Components : 2203
Single-Vertex Connected Components : 1331
Maximum Vertices in a Connected Component : 874
Maximum Edges in a Connected Component : 2784
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 9.586867
Graph Density : 0.000120505276007788
Modularity : 0.422671
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,154 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, 10 June 2022 at 10:00 UTC.
The requested start date was Friday, 10 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 9-day, 7-hour, 45-minute period from Tuesday, 31 May 2022 at 11:00 UTC to Thursday, 09 June 2022 at 18:45 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:
[487] research,paper [428] online,class [411] essay,due [403] marketing,research [334] market,research [300] marketing,strategy [283] business,law [275] research,marketing [266] keyword,research [259] due,assignment Top Word Pairs in Tweet in G1:
[253] research,paper [224] online,class [181] essay,due [178] marketing,research [163] business,law [138] law,math [135] due,assignment [131] assignment,online [121] market,research [119] algebra,calculus Top Word Pairs in Tweet in G2:
[198] essay,due [184] research,papers [176] online,class [159] research,paper [157] 272,666 [157] 666,1030 [125] calculus,psychology [119] due,assignment [118] business,law [109] dm,whatsapp Top Word Pairs in Tweet in G3:
[213] marketing,strategy [110] research,essential [110] essential,part [110] part,marketing [110] strategy,need [110] need,gather [110] gather,information [110] information,market [110] market,such [109] defi_evolves,research Top Word Pairs in Tweet in G4:
[166] top,seo [166] seo,tools [166] tools,2022 [166] 2022,ahrefs [166] ahrefs,one [166] one,seo [166] seo,tool [166] tool,convertkit [166] convertkit,email [166] email,marketing Top Word Pairs in Tweet in G5:
[91] affiliate,marketing [84] started,affiliate [84] marketing,first [84] first,months [84] months,majority [84] majority,product [84] product,based [84] based,marketing [83] aiyejinnaab,started [68] problem,market Top Word Pairs in Tweet in G6:
[123] z総研,souken [123] souken,research [123] research,company [123] company,claiming [123] claiming,'think [123] 'think,tank' [123] tank',research [123] research,gen [123] gen,marketing [123] marketing,purposes Top Word Pairs in Tweet in G7:
[61] case,study [58] analysis,paper [57] hey,ana [57] ana,reliable [57] reliable,4th [57] 4th,yr [57] yr,bsba [57] bsba,management [57] management,acad [57] acad,helper Top Word Pairs in Tweet in G8:
[101] acroponics,tuber [101] tuber,sweet [101] sweet,potato [101] potato,banana [101] banana,tomato [101] tomato,tree [101] tree,ginger [101] ginger,apple [101] apple,mango [101] mango,coffee Top Word Pairs in Tweet in G9:
[149] product,marketing [74] created,one [74] one,product [74] marketing,plan [74] plan,file [74] file,anyone [74] anyone,product [74] marketing,form [74] form,marketing [74] marketing,well Top Word Pairs in Tweet in G10:
[2] research,papers 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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