The graph represents a network of 7,870 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, 12 August 2022 at 12:15 UTC.
The requested start date was Friday, 12 August 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 3-day, 6-hour, 22-minute period from Monday, 08 August 2022 at 12:25 UTC to Thursday, 11 August 2022 at 18:48 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 : 7870
Unique Edges : 4659
Edges With Duplicates : 7889
Total Edges : 12548
Number of Edge Types : 5
Retweet : 2981
MentionsInRetweet : 3516
Tweet : 3342
Replies to : 826
Mentions : 1883
Self-Loops : 3422
Reciprocated Vertex Pair Ratio : 0.0170940170940171
Reciprocated Edge Ratio : 0.0336134453781513
Connected Components : 2799
Single-Vertex Connected Components : 1449
Maximum Vertices in a Connected Component : 276
Maximum Edges in a Connected Component : 612
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 2.828061
Graph Density : 9.41561655333533E-05
Modularity : 0.53503
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 7,870 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, 12 August 2022 at 12:15 UTC.
The requested start date was Friday, 12 August 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 3-day, 6-hour, 22-minute period from Monday, 08 August 2022 at 12:25 UTC to Thursday, 11 August 2022 at 18:48 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:
[2123] market,research [457] research,report [382] market,size [288] job,market [244] social,media [214] product,market [205] market,fit [195] research,product [183] fit,journeys [183] journeys,successful Top Word Pairs in Tweet in G1:
[875] market,research [339] research,report [185] market,size [115] market,2022 [88] industry,share [80] research,study [74] expected,reach [74] research,market [70] market,expected [67] report,global Top Word Pairs in Tweet in G2:
[182] research,product [182] product,market [182] market,fit [182] fit,journeys [182] journeys,successful [182] successful,b2c [182] b2c,startups [182] startups,found [181] lennysan,research [181] found,essentially Top Word Pairs in Tweet in G3:
[130] job,market [124] maciase10,job [124] market,first [124] first,gen [124] gen,latinx [124] latinx,scholar [124] scholar,research [124] research,examines [124] examines,undocumented [124] undocumented,youth Top Word Pairs in Tweet in G4:
[9] once,stumble [9] stumble,market [9] market,runs [9] runs,10000 [9] 10000,over [9] over,time [9] time,one [9] one,those [9] those,times [8] kingoozzy,once Top Word Pairs in Tweet in G5:
[134] fastest,growing [134] growing,market [134] market,research [134] research,network [133] network,paid [133] paid,using [131] using,social [130] social,media [129] person,invite [129] invite,sign Top Word Pairs in Tweet in G6:
[37] bear,market [36] market,lows [35] june,spx [35] spx,forward [35] forward,reach [35] reach,'15 [35] '15,'18 [35] '18,'20 [35] '20,bear [35] lows,positioning Top Word Pairs in Tweet in G7:
[15] free,analysis [15] analysis,co [11] #market,objective [11] objective,report [11] report,present [11] present,comprehensive [11] comprehensive,analysis [11] analysis,market [10] market,stakeholders [10] stakeholders,industry Top Word Pairs in Tweet in G8:
[36] market,size [32] market,research [18] report,market [15] research,future [12] growing,cagr [11] future,#mrfr [11] analysis,market [10] billion,2030 [10] iot,smart [10] smart,cities Top Word Pairs in Tweet in G9:
[53] start,research [48] genesisunivers,need [48] need,start [48] research,gut [48] gut,quite [48] quite,bullish [48] bullish,considering [48] considering,well [48] well,generates [48] generates,returns Top Word Pairs in Tweet in G10:
[90] saudi,arabia [45] arabia,hevolution_f [45] hevolution_f,joins [45] joins,global [45] global,quest [45] quest,longevity [45] longevity,word [45] word,saudi [45] arabia,intends [45] intends,spend Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G8:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: