The graph represents a network of 1,076 Twitter users whose recent tweets contained "ODSC", 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 Friday, 01 November 2019 at 16:02 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 48-minute period from Wednesday, 23 October 2019 at 14:04 UTC to Friday, 01 November 2019 at 15:53 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 : 1076
Unique Edges : 3891
Edges With Duplicates : 5417
Total Edges : 9308
Self-Loops : 693
Reciprocated Vertex Pair Ratio : 0.0280466126802291
Reciprocated Edge Ratio : 0.0545629202689721
Connected Components : 81
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 950
Maximum Edges in a Connected Component : 9024
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.593937
Graph Density : 0.00449987032074004
Modularity : 0.34765
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,076 Twitter users whose recent tweets contained "ODSC", 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 Friday, 01 November 2019 at 16:02 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 48-minute period from Wednesday, 23 October 2019 at 14:04 UTC to Friday, 01 November 2019 at 15:53 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 : TwitterSearch
Graph Term : ODSC
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[332] #datascience,#ai [289] sbucloud,fabriziobustama [261] machine,learning [234] ronald_vanloon,drjdrooghaag [234] drjdrooghaag,mvollmer1 [234] mvollmer1,sbmeunier [234] sbmeunier,odsc [232] odsc,sbucloud [228] fabriziobustama,mikequindazzi [228] mikequindazzi,swissbusiness Top Word Pairs in Tweet in G1:
[223] #datascience,#ai [217] machine,learning [178] #datascience,#machinelearning [173] data,science [125] odsc,west [115] register,now [91] san,francisco [88] last,chance [83] check,out [78] #odscwest,2019 Top Word Pairs in Tweet in G2:
[258] sbucloud,fabriziobustama [214] ronald_vanloon,drjdrooghaag [214] drjdrooghaag,mvollmer1 [214] mvollmer1,sbmeunier [214] sbmeunier,odsc [213] odsc,sbucloud [208] fabriziobustama,mikequindazzi [208] mikequindazzi,swissbusiness [179] #bigdata,ipfconline1 [155] ipfconline1,enricomolinari Top Word Pairs in Tweet in G3:
[33] deep,learning [32] learning,models [32] models,become [32] become,increasingly [32] increasingly,complex [32] complex,become [32] become,less [32] less,transparent [32] transparent,more [32] more,difficult Top Word Pairs in Tweet in G4:
[48] v,odsc [34] #machinelearning,#deeplearning [33] #datascience,cc [31] #ai,#machinelearning [30] cc,deeplearn007 [28] odsc,#ai [25] #deeplearning,#datascience [23] best,deep [23] deep,reinforcement [23] reinforcement,learning Top Word Pairs in Tweet in G5:
[23] data,science [19] odsc,west [16] west,2019 [10] san,francisco [10] deep,learning [9] science,#odsc [6] open,data [5] science,conference [5] machine,learning [5] #odsc,#ai Top Word Pairs in Tweet in G6:
[13] odsc,west [13] next,week [13] oct,29 [11] free,immersive [10] bayside,room [9] museumofai,odsc [7] odsc,#odsc [7] lobby,exhibit [7] tues,oct [6] immersive,popup Top Word Pairs in Tweet in G7:
[22] #datascience,#ai [20] check,out [20] out,video [20] #odsc_india,2019 [20] 2019,register [19] register,now [18] now,2020 [18] 2020,conference [17] data,science [14] #ai,#ml Top Word Pairs in Tweet in G8:
[11] check,out [9] workshop,caseyfitz [8] slides,materials [8] materials,workshop [8] caseyfitz,actionable [8] actionable,ethics [8] ethics,data [8] data,scientists [8] scientists,today [8] today,#odscwest Top Word Pairs in Tweet in G9:
[12] didn,t [12] t,learn [11] 'what,didn [11] learn,machine [11] machine,learning [10] learning,school' [8] chief,data [8] data,scientist [8] scientist,thompson_wayne [8] school',#odscwest Top Word Pairs in Tweet in G10:
[2] choosing,#tensorflow [2] #tensorflow,framework [2] framework,#machinelearning [2] #machinelearning,#artificialintelligence [2] #artificialintelligence,#datascience [2] #datascience,#iot [2] #iot,#cognitivecomputing [2] #cognitivecomputing,iotforall [2] iotforall,swisscognitive [2] swisscognitive,analyticbridge Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
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 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: