The graph represents a network of 7,364 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, 17 September 2021 at 11:51 UTC.
The requested start date was Friday, 17 September 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, 1-hour, 46-minute period from Monday, 13 September 2021 at 22:13 UTC to Thursday, 16 September 2021 at 23:59 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 : 7364
Unique Edges : 4221
Edges With Duplicates : 8282
Total Edges : 12503
Number of Edge Types : 5
Mentions : 1547
Replies to : 784
Tweet : 3507
Retweet : 3042
MentionsInRetweet : 3623
Self-Loops : 3574
Reciprocated Vertex Pair Ratio : 0.0130941704035874
Reciprocated Edge Ratio : 0.0258498583569405
Connected Components : 2472
Single-Vertex Connected Components : 1291
Maximum Vertices in a Connected Component : 351
Maximum Edges in a Connected Component : 845
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.437409
Graph Density : 0.000104166028846465
Modularity : 0.512647
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,364 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, 17 September 2021 at 11:51 UTC.
The requested start date was Friday, 17 September 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, 1-hour, 46-minute period from Monday, 13 September 2021 at 22:13 UTC to Thursday, 16 September 2021 at 23:59 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:
[2185] market,research [364] research,report [358] interesting,being [358] being,done [358] done,#seventeen [358] #seventeen,recently [358] recently,promotions [358] promotions,market [341] vindicatedtruth,interesting [214] 2021,prnewswire Top Word Pairs in Tweet in G1:
[669] market,research [201] research,report [116] market,size [93] market,expected [78] expected,reach [63] billion,2025 [59] report,2021 [56] see,more [55] read,more [55] exclusive,market Top Word Pairs in Tweet in G2:
[358] interesting,being [358] being,done [358] done,#seventeen [358] #seventeen,recently [358] recently,promotions [358] promotions,market [348] market,research [341] vindicatedtruth,interesting [31] actively,supporting [31] supporting,seventeen Top Word Pairs in Tweet in G3:
[163] getting,black [163] black,market [163] market,plastic [163] plastic,surgery [163] surgery,telling [163] telling,people [163] people,research [163] research,vaccine [163] vaccine,rich [162] mraviator1906,getting Top Word Pairs in Tweet in G4:
[126] market,research [123] rohmontgomery,market Top Word Pairs in Tweet in G5:
[96] stock,market [94] read,stock [92] stock,research [92] research,updates [92] updates,stock [90] market,enthusiasts [90] enthusiasts,#retweeet [86] #retweeet,benefit [15] benefit,inv [9] stock,predicted Top Word Pairs in Tweet in G6:
[10] #market,sample [10] sample,report [7] report,major [6] major,players [4] market,analysis [4] market,insights [4] insights,global [3] #statistics,#facts [3] #facts,markets_us [3] uncover,such Top Word Pairs in Tweet in G7:
[90] clear,anti [90] anti,vaccines [90] vaccines,fact [90] fact,ve [90] ve,brought [90] brought,several [90] several,vaccines [90] vaccines,market [90] market,anti [90] anti,poor Top Word Pairs in Tweet in G8:
[76] market,research [54] covid,19 [41] market,report [40] artificial,intelligence [39] business,research [39] research,company [38] billion,2030 [38] research,report [35] report,2021 [34] 2021,covid Top Word Pairs in Tweet in G9:
[72] couple,issues [72] issues,tigrayan [72] tigrayan,culture [72] culture,ethiopia [72] ethiopia,right [72] right,market [72] market,ethiopian [71] gebrekirstosg,couple [71] ethiopian,committing Top Word Pairs in Tweet in G10:
[65] market,research [37] uscis,settled [37] settled,madkudu [37] madkudu,inc [37] inc,vs [37] vs,uscis [37] uscis,class [37] class,action [37] action,lawsuit [37] lawsuit,stop Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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: