The graph represents a network of 7,616 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, 30 July 2021 at 11:57 UTC.
The requested start date was Friday, 30 July 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 3-day, 3-hour, 42-minute period from Monday, 26 July 2021 at 20:11 UTC to Thursday, 29 July 2021 at 23:54 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 : 7616
Unique Edges : 4135
Edges With Duplicates : 8704
Total Edges : 12839
Number of Edge Types : 5
Retweet : 3317
MentionsInRetweet : 3903
Tweet : 3207
Mentions : 1709
Replies to : 703
Self-Loops : 3257
Reciprocated Vertex Pair Ratio : 0.0152516522623284
Reciprocated Edge Ratio : 0.0300450676014021
Connected Components : 2396
Single-Vertex Connected Components : 1250
Maximum Vertices in a Connected Component : 483
Maximum Edges in a Connected Component : 965
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.359766
Graph Density : 0.000103300512588489
Modularity : 0.521433
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,616 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, 30 July 2021 at 11:57 UTC.
The requested start date was Friday, 30 July 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 3-day, 3-hour, 42-minute period from Monday, 26 July 2021 at 20:11 UTC to Thursday, 29 July 2021 at 23:54 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:
[2183] market,research [580] according,latest [566] chain,market [564] market,sizing [563] global,crypto [562] number,global [562] crypto,users [562] users,surpassed [562] surpassed,200 [562] 200,million Top Word Pairs in Tweet in G1:
[870] market,research [399] research,report [117] market,size [98] covid,19 [89] grand,view [84] view,research [84] research,inc [71] report,2021 [66] global,forecast [60] see,more Top Word Pairs in Tweet in G2:
[483] number,global [483] global,crypto [483] crypto,users [483] users,surpassed [483] surpassed,200 [483] 200,million [483] million,according [483] according,latest [483] latest,chain [483] chain,market Top Word Pairs in Tweet in G3:
[261] labour,market [261] market,needs [260] line,people [260] people,research [260] research,skills [260] skills,labour [260] needs,before [260] before,choosing [260] choosing,degree [260] degree,study Top Word Pairs in Tweet in G4:
[194] good,morning [194] doing,market [194] market,research [194] research,men [194] men,skin [194] skin,care [194] care,think [191] morning,guys [189] monictb,good [108] please,doing Top Word Pairs in Tweet in G5:
[10] joyce,chang [10] chang,chair [10] chair,global [10] global,research [10] research,discusses [10] discusses,positive [10] positive,outlook [10] outlook,growth [10] growth,market [10] market,awaits Top Word Pairs in Tweet in G6:
[106] put,yourself [106] yourself,situation [106] situation,horrible [106] horrible,take [106] take,someone [106] someone,struggling [106] struggling,career [106] career,pursued [106] pursued,phd [105] phdography,put Top Word Pairs in Tweet in G7:
[77] warning,crypto [77] crypto,risk [77] risk,takers [77] takers,long [77] long,term [77] term,investors [77] investors,lose [77] lose,money [77] money,anytime [77] anytime,market Top Word Pairs in Tweet in G8:
[79] number,global [79] global,crypto [79] crypto,users [79] users,surpassed [79] surpassed,200 [79] 200,million [79] million,according [79] according,latest [79] latest,chain [79] chain,market Top Word Pairs in Tweet in G9:
[78] เน,ยส [78] ยส,งเกตมาส [78] งเกตมาส,กระยะละ [78] กระยะละ,ถ [78] ถ,าใครทำ [78] าใครทำ,market [78] market,research [78] research,ของด [78] ของด,อมน [78] อมน,ค Top Word Pairs in Tweet in G10:
[71] ark,invest [71] invest,previously [71] previously,estimated [71] estimated,autonomous [71] autonomous,ride [71] ride,hail [71] hail,expand [71] expand,ride [71] ride,hailing [71] hailing,market Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
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: