The graph represents a network of 6,086 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, 01 April 2022 at 09:52 UTC.
The requested start date was Friday, 01 April 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 10-day, 9-hour, 16-minute period from Monday, 21 March 2022 at 09:29 UTC to Thursday, 31 March 2022 at 18:46 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 : 6086
Unique Edges : 3924
Edges With Duplicates : 7484
Total Edges : 11408
Number of Edge Types : 5
Replies to : 569
Tweet : 4064
Retweet : 2516
MentionsInRetweet : 3054
Mentions : 1205
Self-Loops : 4274
Reciprocated Vertex Pair Ratio : 0.0237312030075188
Reciprocated Edge Ratio : 0.0463621758090429
Connected Components : 2645
Single-Vertex Connected Components : 1616
Maximum Vertices in a Connected Component : 431
Maximum Edges in a Connected Component : 1751
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.716258
Graph Density : 0.000117650839203949
Modularity : 0.460347
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,086 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, 01 April 2022 at 09:52 UTC.
The requested start date was Friday, 01 April 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 10-day, 9-hour, 16-minute period from Monday, 21 March 2022 at 09:29 UTC to Thursday, 31 March 2022 at 18:46 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:
[686] marketing,research [600] research,paper [390] essay,due [372] market,research [363] online,class [362] paper,pay [309] essay,pay [248] #essay,due [243] keyword,research [216] #calculus,#statistics Top Word Pairs in Tweet in G1:
[434] research,paper [277] paper,pay [231] online,class [219] essay,due [217] market,research [204] marketing,research [202] essay,pay [149] pay,assignment [126] someone,write [122] research,report Top Word Pairs in Tweet in G2:
[52] #business,#marketing [48] looking,shopify [48] shopify,dropshipping [48] dropshipping,store [48] store,designer [48] designer,#shopify [48] #shopify,#ecommerce [48] #ecommerce,#dropshipping [42] #dropshipping,#shopifystore [42] #shopifystore,#ecommercebusiness Top Word Pairs in Tweet in G3:
[145] #helpagraduatefindajob,kwazi [145] kwazi,sukati [145] sukati,looking [145] looking,job [145] job,procurement [145] procurement,marketing [145] marketing,research [145] research,qualifications [144] buhlenomuhle,#helpagraduatefindajob [144] qualifications,associa Top Word Pairs in Tweet in G4:
[130] #algebra,#calculus [130] #calculus,#statistics [127] #essay,due [125] #business,law [125] law,#math [125] #math,#algebra [122] due,#assignment [112] #nursing,#essay [111] homework,stress [111] stress,dm Top Word Pairs in Tweet in G5:
[100] announced,partnership [50] vulture_peak,announced [50] partnership,rikxcapital [50] rikxcapital,rikx [50] rikx,capital [50] capital,vc [50] vc,helps [50] helps,projects [50] projects,turn [50] _cryptokingdom_,announced Top Word Pairs in Tweet in G6:
[44] looking,research [44] research,intern [44] intern,paid [44] paid,remote [44] remote,join [44] join,team [44] team,leapscholar [44] leapscholar,learn [43] shivangis97,looking [43] learn,insig Top Word Pairs in Tweet in G7:
[12] digital,marketing [12] marketing,service [8] artificial,intelligence [6] looking,digital [6] service,provide [6] provide,digital [6] service,data [6] data,entry [6] entry,lead [5] lead,generation Top Word Pairs in Tweet in G8:
[18] #martech,#marketing [16] #marketing,#technology [12] named,leader [8] account,based [8] marketing,platform [7] leader,account [7] based,marketing [7] independent,research [7] research,firm [6] sara,luckow Top Word Pairs in Tweet in G9:
[36] sats,proofing [36] proofing,something [36] something,works [36] works,seems [36] seems,btw [36] btw,much [36] much,more [36] more,#sustainable [36] #sustainable,spending [36] spending,large Top Word Pairs in Tweet in G10:
[35] check,rbi [35] rbi,marketing [35] marketing,video [35] video,fiat [35] fiat,ramp [35] ramp,refi [35] refi,protocol [35] protocol,helps [35] helps,grow [35] grow,treasury Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G8:
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: