The graph represents a network of 7,907 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, 18 March 2022 at 11:54 UTC.
The requested start date was Friday, 18 March 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, 21-hour, 4-minute period from Monday, 14 March 2022 at 21:45 UTC to Thursday, 17 March 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 : 7907
Unique Edges : 4165
Edges With Duplicates : 9213
Total Edges : 13378
Number of Edge Types : 5
Replies to : 761
Mentions : 1607
Tweet : 2759
Retweet : 3749
MentionsInRetweet : 4502
Self-Loops : 2831
Reciprocated Vertex Pair Ratio : 0.0137920347125368
Reciprocated Edge Ratio : 0.027208804646897
Connected Components : 2281
Single-Vertex Connected Components : 1136
Maximum Vertices in a Connected Component : 872
Maximum Edges in a Connected Component : 1801
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.669918
Graph Density : 0.000104650664659694
Modularity : 0.532937
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,907 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, 18 March 2022 at 11:54 UTC.
The requested start date was Friday, 18 March 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, 21-hour, 4-minute period from Monday, 14 March 2022 at 21:45 UTC to Thursday, 17 March 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:
[1908] market,research [933] stock,market [823] research,university [821] social,science [820] 27,billion [819] r1,research [819] university,holding [819] holding,27 [819] billion,stock [819] market,investments Top Word Pairs in Tweet in G1:
[655] market,research [214] research,report [147] market,size [80] market,report [73] global,market [60] report,2022 [53] market,2022 [50] covid,19 [46] dukascopy,#forex [46] #forex,#fx Top Word Pairs in Tweet in G2:
[815] r1,research [815] research,university [815] university,holding [815] holding,27 [815] 27,billion [815] billion,stock [815] stock,market [815] market,investments [815] investments,social [815] social,science Top Word Pairs in Tweet in G3:
[674] research,ama [674] ama,shows [674] shows,nearly [674] nearly,drugs [674] drugs,sort [674] sort,safety [674] safety,event [674] event,going [674] going,market [674] market,average Top Word Pairs in Tweet in G4:
[178] global,fast [178] fast,food [178] food,market [178] market,size [178] size,expected [178] expected,reach [178] reach,usd [178] usd,813 [178] 813,billion [178] billion,2028 Top Word Pairs in Tweet in G5:
[2] need,research [2] braincuresltd,feixiongcheng [2] feixiongcheng,katherinejwu [2] katherinejwu,carlzimmer [2] carlzimmer,13pt [2] 13pt,busydrt [2] busydrt,_atanas_ [2] _atanas_,peopleb4pharma [2] peopleb4pharma,grav1 [2] grav1,sisterlea Top Word Pairs in Tweet in G6:
[38] market,cap [36] research,gainjuice [36] gainjuice,project [36] liq,locked [36] locked,market [36] cap,12k [36] 12k,based [36] based,known [36] known,dev [36] dev,stealth Top Word Pairs in Tweet in G7:
[78] today,announce [78] announce,important [78] important,news [78] news,project [78] project,development [78] development,team [78] team,talks [78] talks,major [77] beedexfinance,today [76] major,investme Top Word Pairs in Tweet in G8:
[71] เท,าท [71] าท,เคยทำ [71] เคยทำ,market [71] market,research [71] research,ตลาดเคร [71] ตลาดเคร,องด [71] องด,มแอลกฮอล [71] มแอลกฮอล,เป [71] เป,น [71] น,male Top Word Pairs in Tweet in G9:
[12] spectator,index [12] index,15th [12] 15th,march [12] march,daily [12] daily,news [12] news,politics [12] politics,latest [12] latest,business [12] business,finance [12] finance,commodity Top Word Pairs in Tweet in G10:
[54] artificial,intelligence [54] market,research [38] market,size [23] research,report [21] size,worth [19] intelligence,chipsets [19] chipsets,market [19] worth,125 [19] 125,67 [19] verified,market 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 G9:
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: