The graph represents a network of 6,327 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, 14 January 2022 at 10:51 UTC.
The requested start date was Friday, 14 January 2022 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 10-day, 7-hour, 46-minute period from Monday, 03 January 2022 at 17:07 UTC to Friday, 14 January 2022 at 00:54 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 : 6327
Unique Edges : 4005
Edges With Duplicates : 8254
Total Edges : 12259
Number of Edge Types : 5
Replies to : 801
Retweet : 3007
Tweet : 3416
Mentions : 1467
MentionsInRetweet : 3568
Self-Loops : 3656
Reciprocated Vertex Pair Ratio : 0.0168330397338031
Reciprocated Edge Ratio : 0.0331087584215592
Connected Components : 2173
Single-Vertex Connected Components : 1253
Maximum Vertices in a Connected Component : 1017
Maximum Edges in a Connected Component : 3828
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 8.390685
Graph Density : 0.000129795169481011
Modularity : 0.479705
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,327 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, 14 January 2022 at 10:51 UTC.
The requested start date was Friday, 14 January 2022 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 10-day, 7-hour, 46-minute period from Monday, 03 January 2022 at 17:07 UTC to Friday, 14 January 2022 at 00:54 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:
[802] essay,due [631] marketing,research [599] research,paper [434] case,study [316] paper,pay [303] due,marketing [276] thesis,calculus [275] due,assignment [267] content,creation [266] research,writing Top Word Pairs in Tweet in G1:
[429] essay,due [331] research,paper [273] marketing,research [236] case,study [186] due,marketing [185] research,papers [153] paper,pay [152] due,assignment [146] thesis,calculus [118] solutions,student Top Word Pairs in Tweet in G2:
[247] think,ready [247] ready,hire [247] hire,assistant [247] assistant,intern [247] intern,someone [247] someone,knack [247] knack,admin [247] admin,content [247] content,creation [247] creation,research Top Word Pairs in Tweet in G3:
[200] #business,law [185] #essay,due [179] #calculus,#statistics [173] law,#math [167] #statistics,#biology [161] #biology,#nursing [155] #nursing,#essay [150] due,#assignment [146] #math,#algebra [145] #algebra,#calculus Top Word Pairs in Tweet in G4:
[146] essay,due [101] thesis,calculus [87] find,research [87] research,top [87] top,instagram [87] instagram,influencers [81] due,assignment [81] due,marketing [76] offer,assistance [76] assistance,due Top Word Pairs in Tweet in G5:
[94] hi,isla [94] isla,reliable [94] reliable,3rd [94] 3rd,yr [94] yr,bsba [94] acad,helper [94] dean's,list [91] econ,marketing [91] marketing,entrep [90] research,philo Top Word Pairs in Tweet in G6:
[28] predictions,2022 [21] #marketing,predictions [20] #gartner,#marketing [20] 2022,gartner_mktg [16] gartner_mktg,tanyasinha_ [16] tanyasinha_,diioannid [15] albertoemachado,#gartner [15] diioannid,glengilmor [8] marketing,predictions [6] 77,b2b Top Word Pairs in Tweet in G7:
[77] digital,marketing [64] ways,improve [64] improve,digital [64] marketing,strategy [64] strategy,competitors [64] competitors,research [64] research,authentic [64] authentic,analyze [63] therenegadesre1,ways [63] analyze,conten Top Word Pairs in Tweet in G8:
[13] 2021,enterprise [10] enterprise,awards [9] word,check [9] check,winners [9] winners,runners [9] runners,2021 [9] annual,list [8] awards,constellationr's [8] constellationr's,annual [8] 2022,digital Top Word Pairs in Tweet in G9:
[50] psychological,principles [46] #cro,#marketing [26] website,conversions [24] use,13 [20] 13,research [20] research,backed [20] backed,psychological [18] 13,psychological [15] boost,conversions [13] principles,#cro Top Word Pairs in Tweet in G10:
[69] #5ire,pleased [69] pleased,announce [69] announce,partnership [69] partnership,vision__capital [69] vision__capital,vision [69] vision,capital [69] capital,community [69] community,backed [69] backed,venture [69] venture,capital Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
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: