The graph represents a network of 7,949 Twitter users whose tweets in the requested range contained "market research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 May 2022 at 12:13 UTC.
The requested start date was Friday, 13 May 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 2-day, 16-hour, 45-minute period from Tuesday, 10 May 2022 at 02:03 UTC to Thursday, 12 May 2022 at 18:49 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 : 7949
Unique Edges : 4452
Edges With Duplicates : 8420
Total Edges : 12872
Number of Edge Types : 5
Replies to : 807
Tweet : 3096
Retweet : 3360
MentionsInRetweet : 4056
Mentions : 1553
Self-Loops : 3167
Reciprocated Vertex Pair Ratio : 0.0168818272095333
Reciprocated Edge Ratio : 0.033203125
Connected Components : 2749
Single-Vertex Connected Components : 1375
Maximum Vertices in a Connected Component : 493
Maximum Edges in a Connected Component : 991
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.404054
Graph Density : 9.72480387837335E-05
Modularity : 0.539557
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,949 Twitter users whose tweets in the requested range contained "market research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 May 2022 at 12:13 UTC.
The requested start date was Friday, 13 May 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 2-day, 16-hour, 45-minute period from Tuesday, 10 May 2022 at 02:03 UTC to Thursday, 12 May 2022 at 18:49 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 : market 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:
[1708] market,research [497] market,time [495] research,education [494] away,market [492] time,walk [492] walk,away [492] time,double [492] double,research [489] markminervini,time [273] bear,market Top Word Pairs in Tweet in G1:
[705] market,research [215] research,report [158] market,size [89] market,report [86] global,market [78] report,2022 [62] grand,view [61] view,research [60] research,company [60] research,inc Top Word Pairs in Tweet in G2:
[492] time,walk [492] walk,away [492] away,market [492] market,time [492] time,double [492] double,research [492] research,education [489] markminervini,time [3] ssalim0002,bro [3] bro,having Top Word Pairs in Tweet in G3:
[118] bear,market [118] market,market [118] market,moving [118] moving,plan [118] plan,weekhands [118] weekhands,markets [118] markets,anytime [118] anytime,market [117] universetwenty,bear [31] harvard,published Top Word Pairs in Tweet in G4:
[54] actually,#cheems [54] #cheems,39 [54] 39,market [54] market,scare [54] scare,correct [54] correct,research [54] research,instead [54] instead,trying [54] trying,make [54] make,fun Top Word Pairs in Tweet in G5:
[92] love,see [92] see,research [92] research,meant [92] meant,prove [92] prove,gdpr [92] gdpr,stifles [92] stifles,innovation [92] innovation,ended [92] ended,revealing [92] revealing,greatest Top Word Pairs in Tweet in G6:
[72] saitarealty,listing [72] listing,coin [72] coin,market [72] market,cap [72] cap,coingecko [72] coingecko,completed [72] completed,week [72] week,give [72] give,kinds [72] kinds,investors Top Word Pairs in Tweet in G7:
[25] market,research [19] read,more [19] #isgproviderlens,research [13] validate,ideas [11] #iot,connected [11] connected,machines [11] machines,market [11] market,2019 [11] 2019,2027 [11] 2027,research_market Top Word Pairs in Tweet in G8:
[57] metaverse,partner [57] partner,uponlyofficial [57] uponlyofficial,bring [57] bring,unmatched [57] unmatched,insights [57] insights,wall [57] wall,street [57] street,metaverse [57] metaverse,madness [56] metafiorg,metaverse Top Word Pairs in Tweet in G9:
[2] braincures,academicparity [2] academicparity,jeremyfarrar [2] jeremyfarrar,michelle_cruk [2] michelle_cruk,ukri_ceo [2] ukri_ceo,evidencebase_im [2] evidencebase_im,suzanne_garrett [2] suzanne_garrett,morimahmoudi [2] honoured,commissioner [2] commissioner,gabrielmariya [2] gabrielmariya,join Top Word Pairs in Tweet in G10:
[43] welcome,dc4 [43] dc4,market [43] market,research [43] research,#coimbatore [43] #coimbatore,looking [43] looking,forward [43] forward,successful [43] successful,journey [43] journey,ahead [43] ahead,#growwithstpi Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
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: