The graph represents a network of 5,934 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, 28 January 2022 at 10:51 UTC.
The requested start date was Friday, 28 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, 3-hour, 58-minute period from Monday, 17 January 2022 at 14:48 UTC to Thursday, 27 January 2022 at 18:47 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 : 5934
Unique Edges : 3818
Edges With Duplicates : 7972
Total Edges : 11790
Number of Edge Types : 5
Mentions : 1420
Tweet : 3454
Retweet : 2843
MentionsInRetweet : 3197
Replies to : 876
Self-Loops : 3729
Reciprocated Vertex Pair Ratio : 0.0220779220779221
Reciprocated Edge Ratio : 0.0432020330368488
Connected Components : 2147
Single-Vertex Connected Components : 1215
Maximum Vertices in a Connected Component : 851
Maximum Edges in a Connected Component : 4085
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.967935
Graph Density : 0.000134123257398892
Modularity : 0.452859
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,934 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, 28 January 2022 at 10:51 UTC.
The requested start date was Friday, 28 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, 3-hour, 58-minute period from Monday, 17 January 2022 at 14:48 UTC to Thursday, 27 January 2022 at 18:47 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:
[572] research,paper [466] management,marketing [452] online,class [440] marketing,research [314] market,research [300] marketing,community [300] use,marketing [296] value,prop [296] good,true [295] strong,utility Top Word Pairs in Tweet in G1:
[253] research,paper [211] case,study [173] business,plan [152] marketing,research [146] paper,case [145] reflection,paper [142] essay,due [135] online,class [134] business,marketing [130] marketing,business Top Word Pairs in Tweet in G2:
[89] crowdfunding,tip [89] tip,#2356 [89] #2356,incentive [89] incentive,pledge [89] pledge,program [89] program,cover [89] cover,expenses [89] expenses,including [89] including,limited [77] market,research Top Word Pairs in Tweet in G3:
[183] research,paper [159] management,marketing [150] academic,assignments [150] assignments,due [147] due,statistics [147] statistics,analysis [147] analysis,economics [147] marketing,homework [147] homework,math [147] math,anatomy Top Word Pairs in Tweet in G4:
[198] strong,utility [198] utility,ease [198] ease,use [198] use,marketing [198] marketing,community [198] community,strong [198] strong,value [198] value,prop [198] prop,mass [198] mass,adoption Top Word Pairs in Tweet in G5:
[97] strong,utility [97] utility,ease [97] ease,use [97] use,marketing [97] marketing,community [97] community,strong [97] strong,value [97] value,prop [97] prop,mass [97] mass,adoption Top Word Pairs in Tweet in G6:
[90] 2015,eth [90] eth,announces [90] announces,transition [90] transition,pos [90] pos,eth [90] eth,switched [90] switched,pos [90] pos,stopped [90] stopped,relying [90] relying,pow Top Word Pairs in Tweet in G7:
[76] sprinklr,series [76] series,free [76] free,cxm [76] cxm,certifications [76] certifications,trainings [76] trainings,learn [76] learn,tech [76] tech,marketing [76] marketing,product [76] product,analysis Top Word Pairs in Tweet in G8:
[16] things,love [16] love,free [16] free,content [16] content,calendar [16] calendar,template [16] template,use [16] use,create [16] create,content [16] content,plans [16] plans,keyword Top Word Pairs in Tweet in G9:
[62] affiliate,marketing [32] start,affiliate [20] money,online [20] time,research [20] ve,turned [20] turned,nose [19] actually,make [19] make,money [19] online,affiliate [19] marketing,first Top Word Pairs in Tweet in G10:
[64] hi,looking [64] looking,interns [64] interns,research [64] research,marketing [64] marketing,department [64] department,qualifications [64] qualifications,marketing [64] marketing,psychology [63] comforttenyeko,hi Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: