The graph represents a network of 5,327 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, 03 July 2020 at 11:11 UTC.
The requested start date was Friday, 03 July 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, 14-hour, 30-minute period from Wednesday, 01 July 2020 at 09:30 UTC to Friday, 03 July 2020 at 00:01 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 : 5327
Unique Edges : 3817
Edges With Duplicates : 6792
Total Edges : 10609
Number of Edge Types : 5
Tweet : 1621
Retweet : 2985
MentionsInRetweet : 4887
Replies to : 331
Mentions : 785
Self-Loops : 1652
Reciprocated Vertex Pair Ratio : 0.00950899031811895
Reciprocated Edge Ratio : 0.0188388422675116
Connected Components : 1484
Single-Vertex Connected Components : 806
Maximum Vertices in a Connected Component : 1727
Maximum Edges in a Connected Component : 5139
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.083505
Graph Density : 0.000205804381437467
Modularity : 0.492686
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 5,327 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, 03 July 2020 at 11:11 UTC.
The requested start date was Friday, 03 July 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, 14-hour, 30-minute period from Wednesday, 01 July 2020 at 09:30 UTC to Friday, 03 July 2020 at 00:01 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:
[1706] research,team [1685] harvard,research [1685] team,introduced [1685] introduced,bts_twt [1685] bts_twt,member [1685] member,band [1685] band,men [1685] men,20s [1685] 20s,unprecedented [1685] unprecedented,success Top Word Pairs in Tweet in G1:
[1683] harvard,research [1683] research,team [1683] team,introduced [1683] introduced,bts_twt [1683] bts_twt,member [1683] member,band [1683] band,men [1683] men,20s [1683] 20s,unprecedented [1683] unprecedented,success Top Word Pairs in Tweet in G2:
[326] market,research [173] covid,19 [131] market,size [104] research,report [69] lasting,impact [66] grand,view [66] research,inc [65] view,research [62] global,market [61] 19,pandemic Top Word Pairs in Tweet in G3:
[242] ttdi,market [242] market,prime [242] prime,dumping [242] dumping,ground [242] ground,please [242] please,responsible [242] responsible,pet [242] pet,owner [242] owner,before [242] before,purchasing Top Word Pairs in Tweet in G4:
[44] starting,july [44] july,until [44] until,jan [44] jan,2021 [44] 2021,increased [44] increased,attacks [44] attacks,against [44] against,bh [44] bh,8t5 [44] 8t5,bh's Top Word Pairs in Tweet in G5:
[35] machine,learning [15] research,team [13] learning,service [13] service,mlaas [13] mlaas,market [12] hi,twitter [12] twitter,queer [12] queer,trans [12] trans,woman [12] woman,color Top Word Pairs in Tweet in G6:
[28] #tiktok,downloaded [28] downloaded,626 [28] 626,million [28] million,times [28] times,during [28] during,first [28] first,half [28] half,2020 [28] 2020,making [28] making,world Top Word Pairs in Tweet in G7:
[24] primary,market [24] auction,results [23] nigerian,treasury [23] treasury,bills [23] bills,primary [23] market,auction [23] results,today [23] today,01 [23] 01,jul [23] jul,20 Top Word Pairs in Tweet in G8:
[9] perfect,storm [9] storm,push [9] market,over [9] over,trillion [9] trillion,research [9] research,reveals [7] push,bitcoin [7] bitcoin,market [7] reveals,#jtsglobal [7] #jtsglobal,apompliano Top Word Pairs in Tweet in G9:
[24] cnn,business [24] business,analysis [24] analysis,facebook's [24] facebook's,top [24] top,advertisers [24] advertisers,based [24] based,data [24] data,market [24] market,research [24] research,firm Top Word Pairs in Tweet in G10:
[9] research,everestgroup [8] intelligent,document [8] document,processing [8] processing,idp [8] idp,understanding [8] understanding,enterprise [8] enterprise,grade [8] grade,idp [8] idp,solutions [8] solutions,research Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G7:
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: