The graph represents a network of 7,838 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, 04 February 2022 at 12:53 UTC.
The requested start date was Friday, 04 February 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 3-day, 0-hour, 15-minute period from Monday, 31 January 2022 at 18:34 UTC to Thursday, 03 February 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 : 7838
Unique Edges : 4706
Edges With Duplicates : 7890
Total Edges : 12596
Number of Edge Types : 5
Tweet : 3408
Retweet : 2959
MentionsInRetweet : 3565
Replies to : 828
Mentions : 1836
Self-Loops : 3491
Reciprocated Vertex Pair Ratio : 0.0161454792658056
Reciprocated Edge Ratio : 0.0317778892791437
Connected Components : 2768
Single-Vertex Connected Components : 1418
Maximum Vertices in a Connected Component : 414
Maximum Edges in a Connected Component : 818
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.35598
Graph Density : 9.73359893463407E-05
Modularity : 0.538778
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,838 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, 04 February 2022 at 12:53 UTC.
The requested start date was Friday, 04 February 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 3-day, 0-hour, 15-minute period from Monday, 31 January 2022 at 18:34 UTC to Thursday, 03 February 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:
[2268] market,research [477] market,cap [471] research,report [408] top,crypto [407] assets,market [406] crypto,winter [406] crypto,assets [405] cardano,survived [405] survived,2018 [405] 2018,2019 Top Word Pairs in Tweet in G1:
[812] market,research [240] research,report [186] market,size [97] 2021,2031 [96] global,market [86] doing,research [80] market,report [79] covid,19 [73] started,doing [73] research,remember Top Word Pairs in Tweet in G2:
[404] cardano,survived [404] survived,2018 [404] 2018,2019 [404] 2019,crypto [404] crypto,winter [404] winter,held [404] held,top [404] top,crypto [404] crypto,assets [404] assets,market Top Word Pairs in Tweet in G3:
[95] research,fundamental [89] cryptomrktdarts,research [88] thousands,users [88] users,worldwide [88] worldwide,found [88] found,cryptomrktdarts [85] finding,thousands [84] ladygrasha,finding [84] fundamental,assessm [76] essential,part Top Word Pairs in Tweet in G4:
[15] industry,research [15] research,pdf [14] pdf,co [13] 2026,industry [11] research,report [8] read,more [7] global,market [7] market,insights [7] insights,inc [7] 2022,2026 Top Word Pairs in Tweet in G5:
[99] korbit,first [99] first,korean [99] korean,won [99] won,crypto [99] crypto,exchange [99] exchange,의 [99] 의,peter님 [99] peter님,gs [99] gs,alum [99] alum,이 Top Word Pairs in Tweet in G6:
[31] #socialmedia,2021 [27] market,research [27] world,football [26] global,assessment [26] assessment,market [26] research,world [21] étude,marché [21] marché,football [21] football,mondial [20] bilan,global Top Word Pairs in Tweet in G7:
[53] μια,ελληνική [53] ελληνική,εταιρεία [53] εταιρεία,που [53] που,το [53] το,τελευταίο [53] τελευταίο,διάστημα [53] διάστημα,γνωρίζει [53] γνωρίζει,μία [53] μία,ανάπτυξη [53] ανάπτυξη,κοντά Top Word Pairs in Tweet in G8:
[55] research,report [52] market,research [20] report,2021 [18] provides,trending [18] trending,market [17] 2021,2026 [17] stratview,research [16] bharat,book [16] book,bureau [16] bureau,provides Top Word Pairs in Tweet in G9:
[71] being,cat [71] cat,online [71] online,fun [71] fun,sorry [71] sorry,busy [71] busy,watching [71] watching,tiktoks [71] tiktoks,market [71] market,research [71] research,acceptable Top Word Pairs in Tweet in G10:
[68] simple,anyone [68] anyone,genuine [68] genuine,concerns [68] concerns,done [68] done,research [68] research,still [68] still,questions [68] questions,answer [67] treasuryxrpl,simple [2] sobeit_michael,shouldnt Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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: