The graph represents a network of 4,596 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, 10 April 2020 at 10:55 UTC.
The requested start date was Friday, 10 April 2020 at 00:01 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 1-day, 19-hour, 11-minute period from Wednesday, 08 April 2020 at 04:49 UTC to Friday, 10 April 2020 at 00:00 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 : 4596
Unique Edges : 4275
Edges With Duplicates : 1765
Total Edges : 6040
Number of Edge Types : 4
Mentions : 837
Tweet : 2543
Replies to : 452
MentionsInRetweet : 2208
Self-Loops : 2543
Reciprocated Vertex Pair Ratio : 0.0164034021871203
Reciprocated Edge Ratio : 0.0322773460848775
Connected Components : 1670
Single-Vertex Connected Components : 984
Maximum Vertices in a Connected Component : 716
Maximum Edges in a Connected Component : 716
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.08805
Graph Density : 0.000158438382810998
Modularity : 0.630844
NodeXL Version : 1.0.1.430
Data Import : The graph represents a network of 4,596 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, 10 April 2020 at 10:55 UTC.
The requested start date was Friday, 10 April 2020 at 00:01 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 1-day, 19-hour, 11-minute period from Wednesday, 08 April 2020 at 04:49 UTC to Friday, 10 April 2020 at 00:00 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:
[1673] market,research [719] 000,pcs [718] research,availability [718] availability,ppe [718] ppe,industry [718] industry,buying [718] buying,20 [718] 20,000 [718] pcs,contact [717] contact,person Top Word Pairs in Tweet in G1:
[484] market,research [336] research,report [126] 2020,2025 [118] market,size [105] market,2020 [60] grand,view [59] market,analysis [56] report,2020 [55] covid,19 [55] 2025,into_research Top Word Pairs in Tweet in G2:
[717] 000,pcs [716] market,research [716] research,availability [716] availability,ppe [716] ppe,industry [716] industry,buying [716] buying,20 [716] 20,000 [716] pcs,contact [716] contact,person Top Word Pairs in Tweet in G3:
[97] lab,scientists [97] scientists,kenya [97] kenya,medical [97] medical,research [97] research,institute [97] institute,making [97] making,virus [97] virus,transport [97] transport,media [87] media,#coronavirus Top Word Pairs in Tweet in G4:
[34] market,research [27] exclusive,market [27] research,service [6] check,gig [6] gig,fiverr [6] fiverr,market [6] research,find [6] find,contact [6] contact,email [6] email,address Top Word Pairs in Tweet in G5:
[3] cernovich,maxniederhofer [3] ericrweinstein,epochtimes [2] cjohnson999,cernovich [2] maxniederhofer,jessematchey [2] jessematchey,ericrweinstein [2] epochtimes,following [2] following,virus [2] agedhag,lrihendry [2] lrihendry,realdonaldtrump [2] bill,gates Top Word Pairs in Tweet in G6:
[54] partner,venture [54] venture,lung [54] lung,biotechnology [54] biotechnology,subsidiary [54] subsidiary,united [54] united,therapeutics [54] therapeutics,market [53] market,value [52] western2a,partner Top Word Pairs in Tweet in G7:
[16] gold,market [14] ray,jia [13] very,good [13] good,blog [13] blog,research [13] research,colleague [13] colleague,ray [13] jia,based [13] based,china [13] china,examining Top Word Pairs in Tweet in G8:
[10] know,more [6] market,leading [6] leading,players [4] key,players [3] soaring,demand [2] #medicareforall,#health [2] market,key [2] #medicalequipment,#medicaldevices [2] #medicaldevices,#healthcare [2] #healthcare,know Top Word Pairs in Tweet in G9:
[26] market,rebound [24] spring,estate [24] estate,slowdown [24] slowdown,expected [24] expected,nar [24] nar,survey [24] survey,finds [24] finds,many [24] many,realtors [24] realtors,hopeful Top Word Pairs in Tweet in G10:
[26] swarmz,put [26] put,gage [26] gage,throat [26] throat,live [26] live,american [26] american,babe [26] babe,whine [26] whine,market [26] market,research [26] research,whatsoever Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G9:
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: