The graph represents a network of 6,641 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 May 2021 at 09:46 UTC.
The requested start date was Friday, 28 May 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 4-day, 21-hour, 56-minute period from Sunday, 23 May 2021 at 02:03 UTC to Thursday, 27 May 2021 at 23:59 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 : 6641
Unique Edges : 2208
Edges With Duplicates : 10592
Total Edges : 12800
Number of Edge Types : 5
Tweet : 2428
Replies to : 351
Mentions : 703
Retweet : 4560
MentionsInRetweet : 4758
Self-Loops : 2574
Reciprocated Vertex Pair Ratio : 0.0107276953334525
Reciprocated Edge Ratio : 0.0212276667256324
Connected Components : 1491
Single-Vertex Connected Components : 903
Maximum Vertices in a Connected Component : 1231
Maximum Edges in a Connected Component : 2536
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 2.667199
Graph Density : 0.00012819687120716
Modularity : 0.462563
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,641 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 May 2021 at 09:46 UTC.
The requested start date was Friday, 28 May 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 4-day, 21-hour, 56-minute period from Sunday, 23 May 2021 at 02:03 UTC to Thursday, 27 May 2021 at 23:59 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:
[1233] miss,corporate [1233] corporate,days [1233] days,employer [1233] employer,pls [1233] pls,ba [1233] ba,journalism [1233] journalism,ma [1233] ma,international [1233] international,affairs [1233] affairs,diplomacy Top Word Pairs in Tweet in G1:
[1233] miss,corporate [1233] corporate,days [1233] days,employer [1233] employer,pls [1233] pls,ba [1233] ba,journalism [1233] journalism,ma [1233] ma,international [1233] international,affairs [1233] affairs,diplomacy Top Word Pairs in Tweet in G2:
[973] research,coins [973] coins,check [973] check,liq [973] liq,locked [973] locked,dev [973] dev,wallet [973] wallet,marketing [973] marketing,airdrops [973] airdrops,low [973] low,possible Top Word Pairs in Tweet in G3:
[315] essay,due [191] business,law [187] research,paper [163] #essay,due [150] nursing,essay [142] biology,nursing [139] kindly,dm [132] law,algebra [131] case,study [129] need,help Top Word Pairs in Tweet in G4:
[481] hello,twitter [481] twitter,being [481] being,covid [481] covid,patient [481] patient,month [481] month,back [481] back,being [481] being,unemployed [481] unemployed,28 [481] 28,year Top Word Pairs in Tweet in G5:
[278] guys,those [278] those,competent [278] competent,position [278] position,wanted [278] wanted,share [278] share,looking [278] looking,job [278] job,marketing [278] marketing,research [277] funandflight,guys Top Word Pairs in Tweet in G6:
[247] ثلاث,طرق [247] طرق,لجمع [247] لجمع,المعلومات [247] المعلومات,في [247] في,التسويق [247] التسويق,internal [247] internal,data [247] data,marketing [247] marketing,intelligence [247] intelligence,marketing Top Word Pairs in Tweet in G7:
[187] #algebra,#calculus [184] #calculus,#statistics [145] #essay,due [132] #statistics,#econometrics [128] #econometrics,#finance [121] research,paper [99] essay,due [93] #maths,#algebra [83] due,#assignment [73] #finance,#nursing Top Word Pairs in Tweet in G8:
[86] armys,love [86] love,travel [86] travel,kindly [86] kindly,help [86] help,struggling [86] struggling,college [86] college,student [86] student,marketing [86] marketing,research [86] research,answering Top Word Pairs in Tweet in G9:
[52] research,tiktok [52] tiktok,youtube [52] youtube,influencer [52] influencer,influencer [52] influencer,marketing [52] marketing,order [52] order,co [51] co,rpxxlkbdks [22] digiday,research [21] research,shows Top Word Pairs in Tweet in G10:
[44] forty,years [44] years,code [44] code,reminder [44] reminder,matters [44] matters,places [44] places,uk [44] uk,research [44] research,last [44] last,year [43] prof_amybrown,forty Top Replied-To in Entire Graph:
Top Replied-To in G5:
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: