The graph represents a network of 5,850 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, 03 June 2022 at 10:00 UTC.
The requested start date was Friday, 03 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 8-day, 22-hour, 54-minute period from Tuesday, 24 May 2022 at 19:52 UTC to Thursday, 02 June 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 : 5850
Unique Edges : 3623
Edges With Duplicates : 8688
Total Edges : 12311
Number of Edge Types : 5
Tweet : 3429
Retweet : 2971
MentionsInRetweet : 3402
Mentions : 1732
Replies to : 777
Self-Loops : 3699
Reciprocated Vertex Pair Ratio : 0.0171974522292994
Reciprocated Edge Ratio : 0.0338134001252348
Connected Components : 1935
Single-Vertex Connected Components : 1146
Maximum Vertices in a Connected Component : 381
Maximum Edges in a Connected Component : 2695
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 3.951571
Graph Density : 0.000140019551884828
Modularity : 0.441963
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,850 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, 03 June 2022 at 10:00 UTC.
The requested start date was Friday, 03 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 8-day, 22-hour, 54-minute period from Tuesday, 24 May 2022 at 19:52 UTC to Thursday, 02 June 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:
[920] research,paper [723] online,class [570] essay,due [502] case,study [428] due,assignment [409] research,marketing [386] business,law [365] algebra,calculus [329] law,math [329] class,research Top Word Pairs in Tweet in G1:
[336] research,paper [299] online,class [223] case,study [185] essay,due [181] marketing,plan [173] business,plan [143] business,law [140] marketing,research [134] algebra,calculus [130] #online,class Top Word Pairs in Tweet in G2:
[209] excited,announce [209] announce,partnership [209] partnership,eth_apple [209] eth_apple,searchfi [209] searchfi,dao [209] dao,aims [209] aims,expand [208] klaydice,excited [208] expand,bloc Top Word Pairs in Tweet in G3:
[192] small,updates [192] updates,cdpr [192] cdpr,already [192] already,seeing [192] seeing,improvements [192] improvements,efficiency [192] efficiency,ue5 [192] ue5,initial [192] initial,research [191] nibellion,small Top Word Pairs in Tweet in G4:
[165] case,study [158] essay,case [154] hey,ana [154] ana,reliable [154] reliable,4th [154] 4th,yr [154] yr,bsba [154] bsba,management [154] management,acad [154] acad,helper Top Word Pairs in Tweet in G5:
[152] essay,due [135] due,assignment [119] #research,paper [101] thesis,calculus [100] offer,assistance [100] assistance,due [100] homework,essay [100] due,marketing [100] marketing,trigonometry [100] trigonometry,thesis Top Word Pairs in Tweet in G6:
[448] research,paper [333] online,class [219] essay,due [211] 272,666 [211] 666,1030 [187] business,law [181] algebra,calculus [175] class,research [164] due,assignment [159] assignment,online Top Word Pairs in Tweet in G7:
[174] marketing,strategy [87] create,buyer [87] buyer,persona [87] persona,customer [87] customer,journey [87] journey,product [87] product,service [87] service,effectively [87] effectively,create [87] create,marketing Top Word Pairs in Tweet in G8:
[95] เราว,าเง [95] าเง,นเด [95] นเด,อนน [95] อนน,าข [95] าข,นอย [95] นอย,ก [95] ก,บสายงานด [95] บสายงานด,วยนะ [95] วยนะ,อย [95] อย,างเราจบบร Top Word Pairs in Tweet in G9:
[2] research,papers Top Word Pairs in Tweet in G10:
[81] shout,person [81] person,content [81] content,marketing [81] marketing,teams [81] teams,really [81] really,pr [81] pr,seo [81] seo,editors [81] editors,writers [81] writers,partnerships 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: