The graph represents a network of 3,886 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, 31 July 2020 at 09:20 UTC.
The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 4-day, 21-hour, 21-minute period from Sunday, 26 July 2020 at 02:39 UTC to Friday, 31 July 2020 at 00:01 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 : 3886
Unique Edges : 2150
Edges With Duplicates : 5693
Total Edges : 7843
Number of Edge Types : 5
Tweet : 2550
Retweet : 2062
Replies to : 228
MentionsInRetweet : 2269
Mentions : 734
Self-Loops : 2777
Reciprocated Vertex Pair Ratio : 0.0199203187250996
Reciprocated Edge Ratio : 0.0390625
Connected Components : 1340
Single-Vertex Connected Components : 857
Maximum Vertices in a Connected Component : 516
Maximum Edges in a Connected Component : 1138
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.666944
Graph Density : 0.000203482653302519
Modularity : 0.446238
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,886 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, 31 July 2020 at 09:20 UTC.
The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 4-day, 21-hour, 21-minute period from Sunday, 26 July 2020 at 02:39 UTC to Friday, 31 July 2020 at 00:01 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:
[793] #calculus,#statistics [737] #algebra,#calculus [716] marketing,research [689] #essay,due [636] #business,law [619] #nursing,#essay [584] law,#math [579] #statistics,#biology [564] due,#assignment [508] sales,marketing Top Word Pairs in Tweet in G1:
[309] #calculus,#statistics [276] #algebra,#calculus [274] #essay,due [273] #business,law [260] law,#math [254] #nursing,#essay [238] #math,#algebra [223] #statistics,#biology [216] due,#assignment [206] #biology,#nursing Top Word Pairs in Tweet in G2:
[490] guys,younger [490] younger,bro [490] bro,25 [490] 25,really [490] really,needs [490] needs,job [490] job,such [490] such,hardworking [490] hardworking,gent [490] gent,great Top Word Pairs in Tweet in G3:
[166] national,research [166] research,foundation [166] foundation,started [166] started,helping [166] helping,recognition [166] recognition,financing [166] financing,mentoring [166] mentoring,providing [166] providing,facilities [165] aish17aer,national Top Word Pairs in Tweet in G4:
[101] skills,required [101] required,#contentmarketing [101] #contentmarketing,industry [100] marketing,social [100] social,media [99] media,strategy [87] industry,2020 [87] 2020,marketing [87] strategy,seo [87] seo,research Top Word Pairs in Tweet in G5:
[117] wanted,see [117] see,work [117] work,commodification [117] commodification,marketing [117] marketing,consumption [117] consumption,spirituality [117] spirituality,religion [116] shabanamir1,wanted Top Word Pairs in Tweet in G6:
[433] #calculus,#statistics [422] #algebra,#calculus [381] #essay,due [334] #statistics,#biology [334] #nursing,#essay [329] #business,law [319] due,#assignment [290] law,#math [277] #biology,#nursing [259] #research,paper Top Word Pairs in Tweet in G7:
[41] consumption,changing [41] changing,2020 [40] 2020,research [35] video,consumption [28] research,hubspot [15] hubspot,pamelabump [7] digiday,research [6] #video,consumption [6] research,56 [6] 56,buyers Top Word Pairs in Tweet in G8:
[49] influencer,marketing [39] b2b,influencer [31] state,b2b [23] research,report [21] 2020,state [21] marketing,research [20] briansolis,ursularingham [16] report,live [15] marketingprofs,briansolis [13] marketers,analysis Top Word Pairs in Tweet in G9:
[46] asia,pacific's [23] 2025,generation [23] generation,make [23] make,quarter [23] quarter,asia [23] pacific's,population [23] population,latest [23] latest,research [23] research,'what [23] 'what,makes 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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