The graph represents a network of 5,542 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 July 2022 at 10:04 UTC.
The requested start date was Friday, 01 July 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, 2-hour, 43-minute period from Monday, 20 June 2022 at 16:47 UTC to Thursday, 30 June 2022 at 19:30 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 : 5542
Unique Edges : 3543
Edges With Duplicates : 7561
Total Edges : 11104
Number of Edge Types : 5
Retweet : 2372
MentionsInRetweet : 2627
Tweet : 4239
Replies to : 565
Mentions : 1301
Self-Loops : 4573
Reciprocated Vertex Pair Ratio : 0.0249363867684478
Reciprocated Edge Ratio : 0.0486593843098312
Connected Components : 2248
Single-Vertex Connected Components : 1331
Maximum Vertices in a Connected Component : 362
Maximum Edges in a Connected Component : 2110
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.660452
Graph Density : 0.00013117008207118
Modularity : 0.432302
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,542 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 July 2022 at 10:04 UTC.
The requested start date was Friday, 01 July 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, 2-hour, 43-minute period from Monday, 20 June 2022 at 16:47 UTC to Thursday, 30 June 2022 at 19:30 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:
[1257] research,paper [1178] essay,due [1176] marketing,research [729] feeling,stuck [693] maths,marketing [686] stuck,assignment [650] class,kicking [650] kicking,ass [650] ass,essay [649] due,math Top Word Pairs in Tweet in G1:
[645] research,paper [625] essay,due [570] marketing,research [423] feeling,stuck [415] maths,marketing [413] stuck,assignment [387] due,math [379] class,kicking [379] kicking,ass [379] ass,essay Top Word Pairs in Tweet in G2:
[376] research,paper [352] essay,due [303] #research,paper [290] kindly,dm [287] online,class [230] dm,assignments [175] #book,review [160] marketing,research [151] feeling,stuck [147] maths,marketing Top Word Pairs in Tweet in G3:
[105] hey,shib [105] shib,family [105] family,share [105] share,doing [105] doing,marketing [105] marketing,research [105] research,over [105] over,20 [105] 20,years [105] years,shibarium Top Word Pairs in Tweet in G4:
[92] research,papers [91] 272,666 [91] 666,1030 [78] calculus,psychology [76] business,law [66] dm,whatsapp [66] whatsapp,272 [52] specialize,calculus [51] articles,assignments [50] blogs,articles Top Word Pairs in Tweet in G5:
[26] #martech,#marketing [26] #marketing,#technology [10] named,leader [9] marketing,automation [9] automation,technology [9] technology,value [9] value,matrix [8] research,firm [6] independent,research [6] last,week's Top Word Pairs in Tweet in G6:
[4] marketing,research [4] jimaw63,ronfancy [4] ronfancy,princesspbbaby [4] princesspbbaby,dirk_fasshauer [4] dirk_fasshauer,astragal [4] astragal,saggit95 [4] saggit95,2_drac [4] 2_drac,trumplost5 [4] trumplost5,k_2_tha_l [4] k_2_tha_l,godslightangel7 Top Word Pairs in Tweet in G7:
[3] asinister,wallisbadgerson [3] wallisbadgerson,werone777 [3] werone777,chrissteelebot [3] chrissteelebot,goingglocal [3] goingglocal,njbtweet [3] njbtweet,neilcharles1450 [3] neilcharles1450,alexvickeryhowe [3] alexvickeryhowe,markinkorea [2] twillyg2,asinister Top Word Pairs in Tweet in G8:
[31] make,money [31] money,online [31] online,2023 [31] 2023,become [31] become,research [31] research,online [31] online,transcribing [31] transcribing,social [31] social,media [31] media,consultancy Top Word Pairs in Tweet in G9:
[2] use,general [2] general,public Top Word Pairs in Tweet in G10:
[43] niftyswipe,focused [43] focused,putting [43] putting,creators [43] creators,collectors [43] collectors,first [43] first,free [43] free,project [43] project,marketing [43] marketing,free [43] free,tool Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: