The graph represents a network of 2,370 Twitter users whose tweets in the requested range contained "consumergoods OR cgsm2018 OR cgtmagazine", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 06 January 2019 at 15:59 UTC.
The requested start date was Sunday, 06 January 2019 at 15:57 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 97-day, 6-hour, 56-minute period from Monday, 01 October 2018 at 01:18 UTC to Sunday, 06 January 2019 at 08:15 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 : 2370
Unique Edges : 3300
Edges With Duplicates : 3420
Total Edges : 6720
Self-Loops : 1747
Reciprocated Vertex Pair Ratio : 0.0165794066317627
Reciprocated Edge Ratio : 0.032618025751073
Connected Components : 439
Single-Vertex Connected Components : 280
Maximum Vertices in a Connected Component : 884
Maximum Edges in a Connected Component : 2627
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.589017
Graph Density : 0.000622491998439763
Modularity : 0.443916
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1175] gsp,ambassador [1175] ambassador,kathryn [1175] kathryn,bernardo [1171] girlscoutsph,gsp [857] retail,news [673] consumergoods,fmcg [637] cpg,consumergoods [625] bernardo,l [625] l,r [625] r,gsp Top Word Pairs in Tweet in G1:
[1172] gsp,ambassador [1172] ambassador,kathryn [1172] kathryn,bernardo [1170] girlscoutsph,gsp [624] bernardo,l [624] l,r [624] r,gsp [624] gsp,ned [624] ned,beng [624] beng,santiago Top Word Pairs in Tweet in G2:
[151] cpg,retail [146] more,cpg [126] cpgconnect,attention [126] retail,news [110] news,visit [78] inc,hiring [64] canada,inc [49] consumergoods,companies [48] consumergoods,industry [47] supply,chain Top Word Pairs in Tweet in G3:
[31] consumer,goods [24] consumergoods,fyte [17] job,recruitment [15] consumergoods,consumerproducts [15] gpainc,net [13] womansclothing,fashion [13] fashion,lifestyle [13] lifestyle,clothing [13] clothing,fitness [13] fitness,attractive Top Word Pairs in Tweet in G4:
[731] retail,news [635] consumergoods,fmcg [627] cpg,consumergoods [602] fastmovingconsumergoods,retail [581] fmcg,fastmovingconsumergoods [372] more,cpg [371] cpg,retail [369] news,visit [359] news,cpgconnectnews [235] retail,jobs Top Word Pairs in Tweet in G5:
[33] here's,helped [33] helped,global [33] global,consumergoods [33] consumergoods,company [33] company,enable [33] enable,rapid [33] rapid,onboarding [33] onboarding,go [33] go,market [33] market,future Top Word Pairs in Tweet in G6:
[32] trade,management [32] management,critical [32] critical,growing [32] growing,cpg [32] cpg,businesses [32] businesses,profits [32] profits,qad [32] qad,blog [31] qad_community,trade [30] blog,tradeactivitymana Top Word Pairs in Tweet in G7:
[91] consumergoods,chemicalindustry [75] privateequity,venturecapital [72] pharmaceutical,consumergoods [54] andré,harrell [46] chemicalindustry,smallbusiness [38] regeneron,biogen [35] facilitation,excellence [35] excellence,andré [35] venturecapital,minoritysupplier [35] pricingstrategy,privateequity Top Word Pairs in Tweet in G8:
[2] men's,commission [2] consumergoods,law [2] domestic,violence [2] violence,against [2] against,men [2] raheemshaikh786,sameerjainleo [2] sameerjainleo,leander [2] leander,therahulmahajan [2] therahulmahajan,adhyayanssuman [2] adhyayanssuman,officiallyankit Top Word Pairs in Tweet in G9:
[44] 5,bn [44] expected,register [44] register,cagr [42] prudourresearch,global [23] global,cvd [23] cvd,diamond [23] diamond,market [23] market,estimated [23] estimated,value [23] value,around Top Word Pairs in Tweet in G10:
[14] won,smb [14] smb,award [14] award,2018 [14] 2018,brandless [13] brandless,consumer [13] consumer,goods [13] goods,technology [13] technology,wow [13] wow,congrats [13] congrats,team Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: