The graph represents a network of 6,183 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, 29 July 2022 at 10:02 UTC.
The requested start date was Friday, 29 July 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, 22-hour, 48-minute period from Monday, 18 July 2022 at 19:59 UTC to Thursday, 28 July 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 : 6183
Unique Edges : 3811
Edges With Duplicates : 7818
Total Edges : 11629
Number of Edge Types : 5
Tweet : 3686
Retweet : 2763
MentionsInRetweet : 3075
Mentions : 1347
Replies to : 758
Self-Loops : 4021
Reciprocated Vertex Pair Ratio : 0.0168030068538581
Reciprocated Edge Ratio : 0.0330506631876495
Connected Components : 2368
Single-Vertex Connected Components : 1449
Maximum Vertices in a Connected Component : 820
Maximum Edges in a Connected Component : 2558
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.148583
Graph Density : 0.00012031926280788
Modularity : 0.465918
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,183 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, 29 July 2022 at 10:02 UTC.
The requested start date was Friday, 29 July 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, 22-hour, 48-minute period from Monday, 18 July 2022 at 19:59 UTC to Thursday, 28 July 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:
[653] online,class [558] research,paper [528] essay,due [493] marketing,research [429] gt,gt [427] pay,professionals [427] professionals,help [403] pay,paper [400] help,stats [398] test,help Top Word Pairs in Tweet in G1:
[243] online,class [220] digital,marketing [214] research,paper [204] essay,due [201] #essay,due [181] marketing,research [173] #research,paper [171] due,#assignment [158] #calculus,#statistics [155] #algebra,#calculus Top Word Pairs in Tweet in G2:
[418] gt,gt [221] regulatory,verified [221] verified,utility [221] utility,token [221] token,backed [221] backed,german [221] german,companies [220] companies,gt [220] gt,ico [198] ico,whitelist Top Word Pairs in Tweet in G3:
[176] understanding,follow [176] follow,prospects [176] prospects,popular [176] popular,problem [176] problem,research [176] research,twitter [176] twitter,space [175] francis_oleh,understanding [5] due,lack [5] lack,research Top Word Pairs in Tweet in G4:
[57] online,class [56] #research,paper [53] #equality,#diversity [53] #diversity,#inclusion [48] class,homework [44] expert,help [44] homework,assignment [44] assignment,exam [41] exam,expert [35] paper,marketing Top Word Pairs in Tweet in G5:
[67] affiliate,marketing [48] keyword,research [47] heard,keyworddit [47] keyworddit,free [47] free,reddit [47] reddit,keyword [47] research,tool [47] tool,analyzes [47] analyzes,subreddits [47] subreddits,find Top Word Pairs in Tweet in G6:
[26] content,marketing [26] research,semrush [25] google,trends [24] marketing,trends [24] trends,tools [24] tools,use [24] use,research [24] semrush,traffic [24] traffic,analytics [24] analytics,google Top Word Pairs in Tweet in G7:
[65] somebody,messed [65] messed,bad [65] bad,marketing [65] marketing,teams [65] teams,third [65] third,party [65] party,designers [65] designers,seriously [65] seriously,need [65] need,research Top Word Pairs in Tweet in G8:
[38] #research,#marketing [36] #marketing,#management [22] startupgenesis,crowdfunding [22] crowdfunding,tip [22] tip,#2356 [22] #2356,incentive [22] incentive,pledge [22] pledge,program [22] program,cover [22] cover,expenses Top Word Pairs in Tweet in G9:
[93] crowdfunding,tip [93] tip,#2356 [93] #2356,incentive [93] incentive,pledge [93] pledge,program [93] program,cover [93] cover,expenses [93] expenses,including [93] including,limited [69] pay,professionals Top Word Pairs in Tweet in G10:
[21] influencer,marketing [20] b2b,influencer [9] 2022,b2b [9] marketing,research [9] research,report [9] need,know [9] #business,#research [8] friends,former [8] former,colleagues [8] colleagues,toprank Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: