The graph represents a network of 4,796 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, 13 November 2020 at 11:05 UTC.
The requested start date was Friday, 13 November 2020 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 7-day, 11-hour, 58-minute period from Thursday, 05 November 2020 at 13:00 UTC to Friday, 13 November 2020 at 00:58 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 : 4796
Unique Edges : 3236
Edges With Duplicates : 7453
Total Edges : 10689
Number of Edge Types : 5
Tweet : 4481
Replies to : 584
Mentions : 1170
Retweet : 2087
MentionsInRetweet : 2367
Self-Loops : 4703
Reciprocated Vertex Pair Ratio : 0.023115024766098
Reciprocated Edge Ratio : 0.0451855836471221
Connected Components : 1846
Single-Vertex Connected Components : 1195
Maximum Vertices in a Connected Component : 380
Maximum Edges in a Connected Component : 3467
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 5.794128
Graph Density : 0.000161674527173757
Modularity : 0.410476
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,796 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, 13 November 2020 at 11:05 UTC.
The requested start date was Friday, 13 November 2020 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 7-day, 11-hour, 58-minute period from Thursday, 05 November 2020 at 13:00 UTC to Friday, 13 November 2020 at 00:58 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:
[1456] #algebra,#calculus [1436] #calculus,#statistics [1343] #essay,due [1330] #math,#algebra [1155] #business,law [1080] #research,paper [1072] due,#assignment [1031] ˆà,ˆà [1026] #nursing,#essay [1015] law,#math Top Word Pairs in Tweet in G1:
[359] #essay,due [343] #algebra,#calculus [342] #math,#algebra [338] #calculus,#statistics [311] due,#assignment [271] #nursing,#essay [271] #assignment,#online [268] #research,paper [255] #business,law [254] marketing,research Top Word Pairs in Tweet in G2:
[900] #algebra,#calculus [892] #calculus,#statistics [832] #essay,due [774] #math,#algebra [707] #business,law [666] #research,paper [629] due,#assignment [617] research,paper [604] #nursing,#essay [579] law,#math Top Word Pairs in Tweet in G3:
[1022] ˆà,ˆà [174] ˆà,ƒà [173] ƒà,šà [173] ˆà,µà [173] µà,ˆà [171] ˆà,žà [171] šà,ˆà [170] žà,marketing [170] marketing,analysis [170] analysis,ˆà Top Word Pairs in Tweet in G4:
[113] pres,trump [112] trump,campaign [112] campaign,debt [112] debt,continue [112] continue,attention [108] attention,marketing [106] marketing,strategy [101] strategy,fans [91] walshfreedom,pres [90] askmisspatience,walshfreedom Top Word Pairs in Tweet in G5:
[98] kindly,dm [98] dm,#business [98] #business,law [98] law,#math [98] #math,#algebra [98] #algebra,#calculus [98] #calculus,#statistics [98] #statistics,#biology [98] #biology,#nursing [97] #nursing,#essay Top Word Pairs in Tweet in G6:
[23] content,marketing [9] 2020,marketing [9] b2b,content [9] marketing,research [9] key,takeaways [9] research,maps [8] research,2021 [8] 2021,key [8] takeaways,trends [7] investing,#marketing Top Word Pairs in Tweet in G7:
[36] keyword,research [32] #seo,important [32] important,grow [32] grow,several [32] several,less [32] less,tech [32] tech,related [32] related,core [32] core,skills [32] skills,develop Top Word Pairs in Tweet in G8:
[49] marketing,research [26] research,insight [25] insight,excellence [18] excellence,awards [15] 2020,marketing [13] global,marketing [11] congratulations,2020 [10] finalists,winners [9] virtual,ceremony [7] #mrx,#quirksawards Top Word Pairs in Tweet in G9:
[12] hey,buddy [12] buddy,hope [12] hope,fine [12] fine,skilled [12] skilled,#smm [12] #smm,promote [12] promote,products [12] products,20 [12] 20,million [12] million,people Top Word Pairs in Tweet in G10:
[29] expert,web [29] web,research [29] research,data [29] data,entry [29] entry,email [29] email,collecting [29] collecting,lead [29] lead,generation [28] generation,digital [27] market,#generationz Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: