The graph represents a network of 4,780 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, 21 February 2020 at 03:36 UTC.
The requested start date was Friday, 21 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 2-hour, 51-minute period from Tuesday, 18 February 2020 at 22:09 UTC to Friday, 21 February 2020 at 01:00 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 : 4780
Unique Edges : 4336
Edges With Duplicates : 1951
Total Edges : 6287
Number of Edge Types : 4
Tweet : 2856
MentionsInRetweet : 1860
Replies to : 439
Mentions : 1132
Self-Loops : 2856
Reciprocated Vertex Pair Ratio : 0.0189088654680719
Reciprocated Edge Ratio : 0.0371159111651962
Connected Components : 1967
Single-Vertex Connected Components : 1099
Maximum Vertices in a Connected Component : 85
Maximum Edges in a Connected Component : 128
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.370014
Graph Density : 0.000143891379737537
Modularity : 0.622534
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,780 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, 21 February 2020 at 03:36 UTC.
The requested start date was Friday, 21 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 2-hour, 51-minute period from Tuesday, 18 February 2020 at 22:09 UTC to Friday, 21 February 2020 at 01:00 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:
[1469] market,research [363] research,report [324] grand,view [321] research,inc [320] view,research [218] 2025,grand [195] market,size [140] billion,2025 [99] research,firm [94] market,expected Top Word Pairs in Tweet in G1:
[607] market,research [306] grand,view [302] view,research [300] research,inc [267] research,report [208] 2025,grand [164] market,size [124] billion,2025 [77] 2020,2025 [73] million,2025 Top Word Pairs in Tweet in G2:
[65] research,firm [65] firm,fundstrat [54] read,leading [54] leading,market [54] market,research [54] fundstrat,issues [54] issues,report [54] report,#bitcoinsv [54] #bitcoinsv,#bsv [54] #bsv,metanet Top Word Pairs in Tweet in G3:
[65] wanted,1500 [65] 1500,twitter [65] twitter,users [65] users,panellists [65] panellists,market [65] market,research [65] research,surveys [65] surveys,pay [65] pay,click [62] surveycompareuk,wanted Top Word Pairs in Tweet in G4:
[18] research,report [17] download,full [17] full,research [8] report,players [4] report,download [4] key,players [4] market,share [3] #recipeapps,market [3] market,future [3] future,download Top Word Pairs in Tweet in G5:
[2] workers,more Top Word Pairs in Tweet in G6:
[50] conducting,research [50] research,launch [50] launch,podcast [50] podcast,aiming [50] aiming,give [44] deeper,understanding [44] understanding,public [44] public,opinion [44] opinion,research [43] give,deeper Top Word Pairs in Tweet in G7:
[36] big,data [23] research,report [21] data,analytics [16] market,research [14] market,2020 [11] analytics,market [9] service,market [9] 2020,2026 [8] forecast,2020 [8] 2020,2025 Top Word Pairs in Tweet in G8:
[43] name,jhamasa [42] found,liked [42] liked,viral [42] viral,tweet [42] tweet,black [41] jhamasa,found [40] black,women [8] women,tra [5] women,traveli [4] women,travel Top Word Pairs in Tweet in G9:
[56] market,research [39] create,amazing [39] amazing,business [39] business,plans [39] plans,market [39] research,financial [39] financial,plans [39] plans,both [39] both,business [39] business,existing Top Word Pairs in Tweet in G10:
[6] cbrs,ran [3] ran,market [3] market,investments [3] investments,surpass [3] surpass,between [3] between,2019 [3] 2019,2024 [3] 2024,stefanpongratz [3] stefanpongratz,vice [3] vice,president Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
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: