The graph represents a network of 1,317 Twitter users whose recent tweets contained "#MachineLearning #DataAnalytics", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 11 May 2019 at 15:59 UTC.
The tweets in the network were tweeted over the 9-day, 16-hour, 22-minute period from Wednesday, 01 May 2019 at 23:27 UTC to Saturday, 11 May 2019 at 15:50 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 : 1317
Unique Edges : 3042
Edges With Duplicates : 3554
Total Edges : 6596
Number of Edge Types : 4
Mentions : 3627
Retweet : 2361
Tweet : 595
Replies to : 13
Self-Loops : 634
Reciprocated Vertex Pair Ratio : 0.0108695652173913
Reciprocated Edge Ratio : 0.021505376344086
Connected Components : 67
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 1193
Maximum Edges in a Connected Component : 6443
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.195515
Graph Density : 0.00220001246269845
Modularity : 0.3563
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5109] gt,gt [841] mikequindazzi,gt [697] #machinelearning,#deeplearning [677] #ai,#machinelearning [470] #bigdata,#machinelearning [466] #machinelearning,#datascience [455] #bigdata,#dataanalytics [452] #datascience,#dataanalytics [427] #pwc,mikequindazzi [414] #dataanalytics,#machinelearning Top Word Pairs in Tweet in G1:
[2412] gt,gt [411] mikequindazzi,gt [209] #machinelearning,#deeplearning [189] #pwc,mikequindazzi [188] #ai,#machinelearning [173] gt,#pwc [149] gt,#ai [104] #dataanalytics,#deeplearning [103] gt,ht [103] #deeplearning,#ai Top Word Pairs in Tweet in G2:
[547] gt,gt [349] #machinelearning,#datascience [336] #bigdata,#machinelearning [322] #digitalmarketing,#growthhacking [322] #growthhacking,#fintech [322] #fintech,#bigdata [322] #advertising,#dataanalytics [314] #makeyourownlane,#technology [314] #technology,#advertising [312] #startups,#makeyourownlane Top Word Pairs in Tweet in G3:
[1865] gt,gt [297] mikequindazzi,gt [234] #ai,#machinelearning [170] #machinelearning,#deeplearning [156] #pwc,mikequindazzi [153] #machinelearning,#bigdata [143] gt,#pwc [141] #datascience,#dataanalytics [130] #bigdata,#dataanalytics [130] #dataanalytics,#deeplearning Top Word Pairs in Tweet in G4:
[187] gt,gt [87] data,science [66] #artificialintelligence,#ai [66] #machinelearning,#deeplearning [64] #artificialintelligence,#machinelearning [63] #machinelearning,#dataanalytics [55] #dataanalytics,#datascience [54] #datascience,#dataanalytics [53] #rt,cc [52] big,data Top Word Pairs in Tweet in G5:
[27] more,slides [27] #ml,#machinelearning [20] gt,gt [17] #ai,#artificialintelligence [16] future,data [16] data,science [16] science,more [16] slides,#bigdataanalytics [16] #bigdataanalytics,#datascience [16] #datascience,#analytics Top Word Pairs in Tweet in G6:
[37] gt,gt [14] #machinelearning,#deeplearning [10] #datascience,#dataanalytics [8] #dataanalytics,#machinelearning [7] #ai,#machinelearning [6] #artificialintelligence,#machinelearning [6] machine,learning [5] data,science [5] difference,between [5] #analytics,#dataanalytics Top Word Pairs in Tweet in G7:
[16] listen,episode [16] episode,1 [16] 1,new [16] new,#podcast [16] #podcast,series [16] series,sap [16] sap,#techunknown [16] #techunknown,special [16] special,guest [16] guest,global Top Word Pairs in Tweet in G8:
[26] major,geospatial [26] geospatial,technology [26] technology,trends [26] trends,2019 [26] #sensors,#dataanalytics [26] #dataanalytics,#automation [26] #maps,#bigdata [26] #bigdata,#cloud [26] #cloud,#ai [26] #ai,#bim Top Word Pairs in Tweet in G9:
[2] #machinelearning,#deeplearning Top Word Pairs in Tweet in G10:
[20] planning,attend [20] attend,oprisk [20] oprisk,north [20] north,america [20] america,want [20] want,miss [20] miss,nice_actimize [20] nice_actimize,panel [20] panel,june [20] june,18th Top Replied-To in Entire Graph:
Top Replied-To in G2:
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 G7:
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: