The graph represents a network of 5,737 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, 25 June 2021 at 09:45 UTC.
The requested start date was Friday, 25 June 2021 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, 3-hour, 1-minute period from Wednesday, 16 June 2021 at 15:49 UTC to Thursday, 24 June 2021 at 18:51 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 : 5737
Unique Edges : 3303
Edges With Duplicates : 8258
Total Edges : 11561
Number of Edge Types : 5
Replies to : 681
Mentions : 1334
Retweet : 2905
MentionsInRetweet : 3029
Tweet : 3612
Self-Loops : 3919
Reciprocated Vertex Pair Ratio : 0.0249173098125689
Reciprocated Edge Ratio : 0.0486230636833047
Connected Components : 1846
Single-Vertex Connected Components : 1075
Maximum Vertices in a Connected Component : 1532
Maximum Edges in a Connected Component : 4265
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.093402
Graph Density : 0.000141244689041673
Modularity : 0.446721
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,737 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, 25 June 2021 at 09:45 UTC.
The requested start date was Friday, 25 June 2021 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, 3-hour, 1-minute period from Wednesday, 16 June 2021 at 15:49 UTC to Thursday, 24 June 2021 at 18:51 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:
[1258] research,paper [823] essay,due [797] monetaswap,first [797] first,swap [797] swap,bsc [797] bsc,focused [797] focused,tokenomics [797] tokenomics,innovation [797] innovation,provide [797] provide,unique Top Word Pairs in Tweet in G1:
[668] research,paper [344] essay,due [247] marketing,thesis [230] due,assignment [223] case,study [219] calculus,statistics [216] business,law [211] #research,paper [206] #essay,due [200] pay,someone Top Word Pairs in Tweet in G2:
[797] monetaswap,first [797] first,swap [797] swap,bsc [797] bsc,focused [797] focused,tokenomics [797] tokenomics,innovation [797] innovation,provide [797] provide,unique [797] unique,tokenomics [797] tokenomics,customisation Top Word Pairs in Tweet in G3:
[565] kate,mr [565] mr,influencer [283] influencer,glad [283] glad,connect [283] connect,upon [283] upon,doing [283] doing,research [282] research,find [282] find,project [282] project,prosper Top Word Pairs in Tweet in G4:
[379] #algebra,#calculus [377] #online,class [374] #assignment,#online [365] #math,#algebra [331] #essay,due [323] #nursing,#essay [298] #research,paper [290] class,course [266] #biology,#nursing [250] #statistics,#biology Top Word Pairs in Tweet in G5:
[58] research,coins [58] coins,check [58] check,liq [58] liq,locked [58] locked,dev [58] dev,wallet [58] wallet,marketing [58] marketing,airdrops [58] airdrops,low [58] low,possible Top Word Pairs in Tweet in G6:
[20] novel,#ai [20] #ai,approaches [20] approaches,#marketing [20] #marketing,advertising [20] advertising,thinkmariya [20] thinkmariya,topbots [19] junior,content [19] content,produser [19] produser,#marketing [19] #marketing,#seo Top Word Pairs in Tweet in G7:
[61] centre,based [61] based,kensington [61] kensington,palace [61] palace,cambridge [61] cambridge,london [61] london,home [61] home,start [61] start,dedicated [61] dedicated,six [61] six,strong Top Word Pairs in Tweet in G8:
[56] intangibles,esoteric [56] esoteric,accounting [56] accounting,term [56] term,changing [56] changing,economies [55] research,gets [54] gets,tangible [52] economies,mckinsey_mgi [51] mckinsey_mgi,research [44] mckinsey,intangibles Top Word Pairs in Tweet in G9:
[10] youtube,leading [10] leading,pack [10] pack,comes [10] comes,social [10] social,media [10] media,usage [10] usage,according [10] according,data [10] data,pew [10] pew,research 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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