The graph represents a network of 6,682 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, 07 August 2020 at 11:34 UTC.
The requested start date was Friday, 07 August 2020 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, 17-hour, 54-minute period from Monday, 03 August 2020 at 06:50 UTC to Thursday, 06 August 2020 at 00:44 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 : 6682
Unique Edges : 3888
Edges With Duplicates : 8542
Total Edges : 12430
Number of Edge Types : 5
Replies to : 588
Mentions : 1493
Retweet : 3107
MentionsInRetweet : 3713
Tweet : 3529
Self-Loops : 3621
Reciprocated Vertex Pair Ratio : 0.0198327824227105
Reciprocated Edge Ratio : 0.0388941849380362
Connected Components : 2333
Single-Vertex Connected Components : 1253
Maximum Vertices in a Connected Component : 358
Maximum Edges in a Connected Component : 1891
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.304052
Graph Density : 0.000117489092554569
Modularity : 0.478745
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,682 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, 07 August 2020 at 11:34 UTC.
The requested start date was Friday, 07 August 2020 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, 17-hour, 54-minute period from Monday, 03 August 2020 at 06:50 UTC to Thursday, 06 August 2020 at 00:44 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:
[2869] market,research [576] covid,19 [515] market,2020 [501] research,report [286] read,more [278] key,players [269] market,size [223] impact,covid [176] forecast,2025 [160] market,share Top Word Pairs in Tweet in G1:
[1102] market,research [300] market,2020 [289] research,report [283] covid,19 [182] key,players [134] market,size [122] impact,covid [113] forecast,2025 [103] forecast,2026 [89] 2020,industry Top Word Pairs in Tweet in G2:
[94] organizations,around [94] around,world [94] world,invested [94] invested,millions [94] millions,dollars [94] initiatives,many [91] many,leaders [90] dollars,digital [90] digital,transformation [90] transformation,initiatives Top Word Pairs in Tweet in G3:
[155] market,research [148] dear,twitter [148] twitter,fam [148] fam,re [148] re,lookout [148] lookout,black [148] black,owned [148] owned,market [148] research,companies [148] companies,sa Top Word Pairs in Tweet in G4:
[231] market,research [185] read,more [89] market,2020 [84] research,read [75] covid,19 [46] 2026,market [46] 2020,2026 [44] key,players [43] big,data [38] research,report Top Word Pairs in Tweet in G5:
[83] bit,market [83] market,research [83] research,retweet [83] retweet,answering [83] answering,greatly [83] greatly,appreciated [83] appreciated,heard [82] dae_1989,bit [82] heard,wa Top Word Pairs in Tweet in G6:
[75] market,research [74] cummings,knows [74] knows,focus [74] focus,groups [74] groups,market [74] research,end [74] end,itself [74] itself,utterly [73] thattimwalker,cummings Top Word Pairs in Tweet in G7:
[9] market,research [9] research,report [7] report,global [7] global,forecast [6] forecast,till [5] till,2025 [3] forecast,2023 [2] report,forecast [2] sensor,market [2] sensorpunk,sensorssystems Top Word Pairs in Tweet in G8:
[30] markets,newsletter [29] jobs,week [29] week,here's [29] here's,going [29] going,main [29] main,street [29] street,small [29] small,businesses [29] businesses,hiring [29] hiring,markets Top Word Pairs in Tweet in G9:
[60] lot,major [60] major,label [60] label,market [60] market,research [60] research,type [60] type,beats [60] beats,lately [59] father,lot Top Word Pairs in Tweet in G10:
[32] stock,recommendation [32] recommendation,please [32] please,research [32] research,take [32] take,investment [32] investment,decision [32] decision,dilema [32] dilema,market [31] nileshshah68,stock [15] covid,19 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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