strataconf, Twitter, 3/13/2018 4:29:22 PM, 144203


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strataconf_2018-03-13_09-00-08.xlsx
strataconf_2018-03-13_09-00-08.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 13, 2018
Short Description:
strataconf via NodeXL http://bit.ly/2Gnjqto
@strataconf
@schmarzo
@ronald_vanloon
@kdnuggets
@peteskomoroch
@datasciencectrl
@alevergara78
@cloudera
@ipfconline1
@thinkmariya

Top hashtags:
#datascience
#stratadata
#bigdata
#machinelearning
#ai
#strataconf
#appdev

Description:
Description
The graph represents a network of 2,470 Twitter users whose tweets in the requested range contained "strataconf", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 March 2018 at 16:10 UTC.

The requested start date was Tuesday, 13 March 2018 at 16:00 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 71-day, 7-hour, 9-minute period from Monday, 01 January 2018 at 01:43 UTC to Tuesday, 13 March 2018 at 08:53 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


Overall Graph Metrics
Vertices : 2470
Unique Edges : 5574
Edges With Duplicates : 4662
Total Edges : 10236
Self-Loops : 427
Reciprocated Vertex Pair Ratio : 0.03279950723745
Reciprocated Edge Ratio : 0.0635157298345013
Connected Components : 74
Single-Vertex Connected Components : 60
Maximum Vertices in a Connected Component : 2367
Maximum Edges in a Connected Component : 10065
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.942791
Graph Density : 0.00109979125774995
Modularity : 0.43221
NodeXL Version : 1.0.1.394

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[179] http://www.datasciencecentral.com/profiles/blogs/data-science-summarized-in-one-picture?utm_content=buffer6da62&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[128] https://infocus.emc.com/william_schmarzo/5-questions-that-define-your-digital-transformation/
[107] http://www.datasciencefree.com/cheatsheets.html
[89] https://dzone.com/articles/optimizing-k-means-clustering-for-time-series-data
[74] http://www.kdnuggets.com/2017/04/10-free-must-read-books-machine-learning-data-science.html
[67] http://www.kdnuggets.com/2016/09/poll-algorithms-used-data-scientists.html?utm_content=buffer5febc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[43] https://www.slideshare.net/AlfredPong1/deep-learning-a-nontechnical-introduction-69385936?utm_content=buffer2201e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[36] https://gcn.com/articles/2017/03/10/defining-ai.aspx?utm_content=bufferc08d0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[35] http://www.kdnuggets.com/2017/03/getting-started-deep-learning.html
[31] https://conferences.oreilly.com/strata/strata-ca/public/regwith/AFF20?cmp=af-data-confreg-lp-stca18_aff_cj_13129543_1

Top URLs in Tweet in G1:
[25] https://conferences.oreilly.com/strata/strata-ca/public/regwith/AFF20?cmp=af-data-confreg-lp-stca18_aff_cj_13129543_1
[18] http://strataconf.com/strata2014/public/schedule/proceedings
[17] http://www.syncsort.com/en/Strata-San-Jose-2018?utm_source=Social-Media&utm_medium=Twitter-Post
[14] https://conferences.oreilly.com/strata/strata-ca/public/cfp/630?cmp=tw-data-na-info-stca18_ignite
[14] https://conferences.oreilly.com/strata/strata-eu/?cmp=tw-data-confreg-home-steu18_org_bp_tweet
[13] https://conferences.oreilly.com/strata/strata-eu/?cmp=tw-data-confreg-home-steu18_org_reg_open_tweet
[10] http://www.datasciencecentral.com/profiles/blogs/data-science-summarized-in-one-picture?utm_content=buffer6da62&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://twitter.com/strataconf/status/961299866675830785
[7] https://conferences.oreilly.com/strata/strata-ca/?cmp=tw-data-confreg-home-stca18_org_ep_tweet
[7] https://conferences.oreilly.com/strata/strata-ca/public/schedule/topic/2453?cmp=tw-data-confsched-lp-stca18_sessions+data_engineering&architecture

Top URLs in Tweet in G2:
[125] https://infocus.emc.com/william_schmarzo/5-questions-that-define-your-digital-transformation/
[41] http://www.kdnuggets.com/2016/09/poll-algorithms-used-data-scientists.html?utm_content=buffer5febc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[25] http://www.datasciencecentral.com/profiles/blogs/data-science-summarized-in-one-picture?utm_content=buffer6da62&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://infocus.emc.com/william_schmarzo/bill-schmarzos-top-2017-big-data-data-science-and-iot-blogs/
[12] http://www.datasciencefree.com/cheatsheets.html
[11] http://www.kdnuggets.com/2017/04/10-free-must-read-books-machine-learning-data-science.html
[5] http://www.kdnuggets.com/2017/03/getting-started-deep-learning.html
[4] https://www.slideshare.net/AlfredPong1/deep-learning-a-nontechnical-introduction-69385936?utm_content=buffer2201e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.google.com/maps/dir/San+Jose+McEnery+Convention+Center,+150+W+San+Carlos+St,+San+Jose,+CA+95113/Forager+Tasting+Room+%26+Eatery,+420+S+1st+St,+San+Jose,+CA+95172/@37.3303803,-121.8882819,18z/data=!3m1!4b1!4m14!4m13!1m5!1m1!1s0x808fccb0748b2f73:0x1615f1acacf4449a!2m2!1d-121.8875475!2d37.3293048!1m5!1m1!1s0x808fccb0b82be4cd:0xa9f20641aa9579c1!2m2!1d-121.8854531!2d37.3299007!3e2
[4] https://www.newsletter.datasciencecentral.com/click.html?x=a62e&lc=TwG&mc=j&s=Wds&u=F&y=0&

Top URLs in Tweet in G3:
[141] http://www.datasciencecentral.com/profiles/blogs/data-science-summarized-in-one-picture?utm_content=buffer6da62&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[87] http://www.datasciencefree.com/cheatsheets.html
[79] https://dzone.com/articles/optimizing-k-means-clustering-for-time-series-data
[60] http://www.kdnuggets.com/2017/04/10-free-must-read-books-machine-learning-data-science.html
[36] https://www.slideshare.net/AlfredPong1/deep-learning-a-nontechnical-introduction-69385936?utm_content=buffer2201e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[32] https://gcn.com/articles/2017/03/10/defining-ai.aspx?utm_content=bufferc08d0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[30] http://www.kdnuggets.com/2017/03/getting-started-deep-learning.html
[22] http://www.kdnuggets.com/2016/09/poll-algorithms-used-data-scientists.html?utm_content=buffer5febc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[19] https://phys.org/news/2017-11-algorithm-pneumonia-radiologists.html
[15] http://techacute.com/build-better-data-science-team/

Top URLs in Tweet in G4:
[3] https://jobs.disneycareers.com/Data
[3] https://conferences.oreilly.com/strata/strata-ca/public/schedule/speakers?platform=hootsuite
[3] https://jobs.disneycareers.com/category/data-jobs/391-1635/56532/1
[3] https://www.hitachivantara.com/en-us/news-resources/press-releases/2018/gl180305.html
[2] https://conferences.oreilly.com/strata/strata-ca/public/schedule/detail/63759
[2] https://www.pepperdata.com/events/
[2] https://www.meetup.com/Dr-Elephant-Meetup/events/247752023/?platform=hootsuite
[2] https://www.meetup.com/San-Francisco-Metrics-Meetup/events/248065916/?_cookie-check=jsEAck-ddu-dzuG2
[2] https://conferences.oreilly.com/strata/strata-ca/public/schedule/detail/63950
[2] https://www.impetus.com/content/strata-data-conference-2018?utm_source=Linkedin&utm_medium=Post&utm_content=Strata%20Data%202018

Top URLs in Tweet in G5:
[6] https://conferences.oreilly.com/strata/strata-ca/public/regwith/AFF20?cmp=af-data-confreg-lp-stca18_aff_cj_13129543_1
[1] https://alegion.com/
[1] https://conferences.oreilly.com/strata/strata-ca/public/content/expoplus?cmp=tw-data-confreg-home-stca18_org_expo_tweet

Top URLs in Tweet in G6:
[26] https://twitter.com/strataconf/status/647551480958849024
[2] https://conferences.oreilly.com/strata/strata-ca?utm_content=bufferee81a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.kdnuggets.com/2018/02/strata-london-may.html?utm_content=buffer6a666&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.datasciencecentral.com/profiles/blogs/data-science-summarized-in-one-picture?utm_content=buffer6da62&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.zdnet.com/article/cloudera-mapr-atscale-announce-new-releases-at-strata/
[1] https://twitter.com/i/web/status/951178350386663429
[1] https://twitter.com/i/web/status/951504524124057600
[1] https://twitter.com/i/web/status/951509546127839232
[1] https://twitter.com/i/web/status/951571940577304576
[1] https://twitter.com/i/web/status/951576988543791104

Top URLs in Tweet in G7:
[7] https://www.slideshare.net/debasishg/approximation-data-structures-for-streaming-applications
[1] https://twitter.com/strataconf/status/951509071789723653
[1] https://conferences.oreilly.com/strata/strata-ca/public/schedule/detail/63985
[1] https://twitter.com/i/web/status/957733233919107072
[1] https://twitter.com/i/web/status/951772146816045056
[1] https://twitter.com/i/web/status/958232031124738048
[1] https://conferences.oreilly.com/strata/strata-ca/public/schedule/detail/64469
[1] https://twitter.com/i/web/status/956563675900469248
[1] https://twitter.com/deanwampler/status/951509817742503937

Top URLs in Tweet in G8:
[4] https://twitter.com/datatorrent/status/969588284144979973
[3] https://conferences.oreilly.com/strata/strata-ca/public/schedule/detail/63763
[2] https://twitter.com/strataconf/status/971791238151094275
[1] https://twitter.com/bigdatabeard/status/970715180232560640
[1] https://infocus.emc.com/william_schmarzo/5-questions-that-define-your-digital-transformation/
[1] https://infocus.emc.com/william_schmarzo/bill-schmarzos-top-2017-big-data-data-science-and-iot-blogs/
[1] http://www.datasciencefree.com/cheatsheets.html
[1] https://twitter.com/broberts2261/status/969965363659231233
[1] https://www.sas.com/gms/redirect.jsp?detail=GMS74445_106499&utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=1399962707
[1] https://www.sas.com/gms/redirect.jsp?detail=GMS74445_106502&utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=1382863545

Top URLs in Tweet in G9:
[5] https://www.arcadiadata.com/lp/strata-san-jose-2018/
[4] https://www.arcadiadata.com/lp/gartner-data-analytics-summit-2018/
[2] https://www.youtube.com/watch?v=pcBJfkE5UwU

[2] http://ow.ly/Z5P430iP5OW
[2] http://okt.to/Z4F80a
[2] http://okt.to/twEZGd
[1] http://okt.to/ahZ9K5
[1] http://okt.to/O0gYAq
[1] https://twitter.com/i/web/status/959504451655684096
[1] http://okt.to/iOL5w4

Top URLs in Tweet in G10:
[5] https://conferences.oreilly.com/strata/strata-ca/public/schedule/detail/67807
[3] https://www.forbes.com/sites/danwoods/2018/02/28/optimizing-the-oreilly-tech-conference-experience-strata-san-jose-2018/
[1] http://www.kdnuggets.com/2017/04/10-free-must-read-books-machine-learning-data-science.html
[1] https://twitter.com/SiliconANGLE/status/964173068858986498
[1] https://twitter.com/i/web/status/950130564572442624
[1] https://twitter.com/i/web/status/950093163275808768
[1] http://go.aginity.com/l/275592/2018-02-22/2s4h7
[1] https://twitter.com/strataconf/status/971782650242519040
[1] https://siliconangle.com/blog/2018/03/06/big-data-transformed-world-now-getting-business/
[1] https://twitter.com/memgraphdb/status/971106625460277248

Top Domains
Top Domains in Tweet in Entire Graph:
[414] oreilly.com
[393] twitter.com
[199] datasciencecentral.com
[180] kdnuggets.com
[148] emc.com
[107] datasciencefree.com
[89] dzone.com
[68] okt.to
[59] slideshare.net
[36] gcn.com

Top Domains in Tweet in G1:
[335] oreilly.com
[180] twitter.com
[27] strataconf.com
[18] syncsort.com
[14] okt.to
[13] purestorage.com
[12] datasciencecentral.com
[8] slideshare.net
[7] marklogic.com
[7] tamr.com

Top Domains in Tweet in G2:
[143] emc.com
[58] kdnuggets.com
[53] twitter.com
[29] datasciencecentral.com
[12] datasciencefree.com
[7] oreilly.com
[6] dellemc.com
[4] slideshare.net
[4] google.com
[3] gcn.com

Top Domains in Tweet in G3:
[152] datasciencecentral.com
[112] kdnuggets.com
[87] datasciencefree.com
[79] dzone.com
[36] slideshare.net
[32] gcn.com
[24] convey.pro
[19] phys.org
[15] techacute.com
[7] twitter.com

Top Domains in Tweet in G4:
[15] oreilly.com
[6] disneycareers.com
[5] twitter.com
[4] meetup.com
[4] hitachivantara.com
[3] pepperdata.com
[3] impetus.com
[2] striim.com
[2] okt.to
[2] datanami.com

Top Domains in Tweet in G5:
[7] oreilly.com
[1] alegion.com

Top Domains in Tweet in G6:
[79] twitter.com
[4] oreilly.com
[2] kdnuggets.com
[2] datasciencecentral.com
[2] zdnet.com
[2] instagram.com
[1] youtube.com
[1] netapp.com
[1] spr.ly
[1] phys.org

Top Domains in Tweet in G7:
[7] slideshare.net
[6] twitter.com
[2] oreilly.com

Top Domains in Tweet in G8:
[8] twitter.com
[4] sas.com
[4] oreilly.com
[2] emc.com
[1] datasciencefree.com

Top Domains in Tweet in G9:
[51] okt.to
[9] arcadiadata.com
[4] twitter.com
[2] youtube.com
[2] ow.ly
[1] oreilly.com
[1] datasciencecentral.com
[1] purestorage.com
[1] dzone.com

Top Domains in Tweet in G10:
[6] twitter.com
[5] oreilly.com
[4] forbes.com
[1] kdnuggets.com
[1] aginity.com
[1] siliconangle.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1178] datascience
[948] stratadata
[838] bigdata
[489] machinelearning
[356] ai
[309] strataconf
[251] appdev
[237] digitaltransformation
[209] infographic
[182] data



Top Hashtags in Tweet in G1:
[721] stratadata
[194] strataconf
[182] bigdata
[172] datascience
[139] machinelearning
[112] ai
[51] ml
[43] data
[36] sanjose
[33] ignite

Top Hashtags in Tweet in G2:
[430] datascience
[312] bigdata
[222] appdev
[218] digitaltransformation
[190] infographic
[78] economics
[75] cloud
[51] machinelearning
[43] newenglandpatriots
[43] philadelphiaeagles

Top Hashtags in Tweet in G3:
[520] datascience
[253] machinelearning
[183] bigdata
[150] ai
[101] data
[97] deeplearning
[97] programming
[67] rt
[56] ml
[56] analytics

Top Hashtags in Tweet in G4:
[57] stratadata
[35] strata
[24] bigdata
[9] ai
[8] machinelearning
[8] analytics
[7] datascience
[6] sanjose
[5] hadoop
[5] deeplearning

Top Hashtags in Tweet in G5:
[32] ai
[31] stratadata
[25] datascience
[23] nlp
[14] strataconf
[14] bigdata
[6] odbc
[6] jdbc
[6] odata
[5] modeldriven

Top Hashtags in Tweet in G6:
[27] stratadata
[16] dilbert
[16] autonomousvehicles
[13] bigdata
[9] sanjose
[8] strataconf
[6] machinelearning
[6] datascience
[5] neo4j
[5] strata

Top Hashtags in Tweet in G7:
[12] machinelearning
[2] stratadata
[1] pytorch
[1] deeplearning

Top Hashtags in Tweet in G8:
[17] bigdata
[11] stratadata
[4] whiskey
[4] strataconf
[3] machinelearning
[3] datascience
[3] analytics
[2] infographic
[2] iot
[2] ai

Top Hashtags in Tweet in G9:
[56] bigdata
[44] businessintelligence
[21] gartnerda
[15] strataconf
[14] bi
[14] datalake
[7] bigdataanalytics
[5] finserv
[5] ai
[4] stratadata

Top Hashtags in Tweet in G10:
[8] stratadata
[5] sagemaker
[3] machinelearning
[3] ai
[2] bigdata
[1] datascience
[1] bigdatasv
[1] siliconvalley
[1] braindate
[1] strataconf

Top Words
Top Words in Tweet in Entire Graph:
[2864] Words in Sentiment List#1: Positive
[853] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[83827] Non-categorized Words
[87544] Total Words
[2208] strataconf
[1340] data
[1180] datascience
[950] stratadata
[903] schmarzo

Top Words in Tweet in G1:
[1300] strataconf
[722] stratadata
[617] data
[365] san
[348] jose
[207] bigdata
[172] datascience
[167] see
[162] booth
[161] join

Top Words in Tweet in G2:
[790] schmarzo
[432] datascience
[311] bigdata
[236] ipfconline1
[222] appdev
[218] digitaltransformation
[202] deeplearn007
[200] infographic
[178] business
[165] 5

Top Words in Tweet in G3:
[671] ronald_vanloon
[520] datascience
[355] data
[253] machinelearning
[190] bigdata
[168] datasciencectrl
[160] granvilledsc
[155] summarized
[155] one
[155] picture

Top Words in Tweet in G4:
[106] strataconf
[61] data
[57] stratadata
[38] strata
[35] booth
[24] bigdata
[16] analytics
[15] more
[15] time
[13] platform

Top Words in Tweet in G5:
[53] strataconf
[52] thinkmariya
[48] nlp
[32] ai
[31] stratadata
[30] overview
[29] team
[28] davidtalby
[25] datascience
[24] spacy

Top Words in Tweet in G6:
[36] data
[32] oh
[27] stratadata
[27] case
[27] science
[26] strataconf
[26] strong
[26] business
[26] shoring
[26] work

Top Words in Tweet in G7:
[54] strataconf
[29] streams
[23] pytorch
[22] bcmcmahan
[19] talk
[18] applications
[17] deanwampler
[17] tutorial
[17] kafka
[17] deliprao

Top Words in Tweet in G8:
[55] strataconf
[17] bigdata
[15] looking
[12] forward
[11] bigdatabeard
[11] stratadata
[11] apacheflink
[10] intel
[10] next
[10] interesting

Top Words in Tweet in G9:
[114] strataconf
[56] bigdata
[44] businessintelligence
[32] markmadsen
[31] data
[29] week
[28] bi
[23] san
[23] jose
[21] t

Top Words in Tweet in G10:
[23] strataconf
[13] data
[11] san
[11] jose
[9] awscloud
[8] stratadata
[8] sagemaker
[7] smolix
[7] ai
[7] analytics

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[474] san,jose
[241] bigdata,datascience
[223] ronald_vanloon,datascience
[211] data,science
[204] ipfconline1,deeplearn007
[203] granvilledsc,datasciencectrl
[203] stratadata,san
[198] datascience,summarized
[198] summarized,one
[198] one,picture

Top Word Pairs in Tweet in G1:
[348] san,jose
[179] stratadata,san
[103] strataconf,san
[77] stratadata,strataconf
[63] data,science
[62] strataconf,stratadata
[56] machine,learning
[50] 2twitme,databricks
[45] right,around
[45] around,corner

Top Word Pairs in Tweet in G2:
[203] bigdata,datascience
[199] ipfconline1,deeplearn007
[149] world,bigdata
[148] firsthand,personal
[148] personal,experiences
[148] experiences,shaping
[148] shaping,world
[148] datascience,appdev
[148] appdev,changing
[148] changing,expectations

Top Word Pairs in Tweet in G3:
[179] ronald_vanloon,datascience
[160] granvilledsc,datasciencectrl
[155] datascience,summarized
[155] summarized,one
[155] one,picture
[155] picture,granvilledsc
[152] datasciencectrl,machinelearning
[135] machinelearning,m
[91] data,science
[91] science,resources

Top Word Pairs in Tweet in G4:
[34] strata,strataconf
[20] stratadata,strata
[10] san,jose
[8] booth,931
[8] big,data
[7] check,out
[6] 931,strataconf
[6] strataconf,stratadata
[5] learn,more
[5] ai,analytics

Top Word Pairs in Tweet in G5:
[23] overview,nlp
[23] nlp,solutions
[23] solutions,davidtalby
[23] davidtalby,team
[23] team,spark
[23] spark,nlp
[23] nlp,spacy
[23] spacy,primarily
[23] primarily,industrial
[23] industrial,grade

Top Word Pairs in Tweet in G6:
[27] data,science
[26] strong,business
[26] business,case
[26] case,shoring
[26] shoring,data
[26] science,work
[26] work,india
[18] san,jose
[16] schmarzo,oh
[16] oh,oh

Top Word Pairs in Tweet in G7:
[21] bcmcmahan,strataconf
[19] pytorch,bcmcmahan
[14] kafka,streams
[13] strataconf,march
[13] using,pytorch
[12] akka,streams
[12] teaching,two
[12] two,day
[12] day,machinelearning
[12] machinelearning,course

Top Word Pairs in Tweet in G8:
[12] looking,forward
[9] san,jose
[7] apacheflink,strataconf
[6] strataconf,san
[5] attending,strataconf
[5] want,share
[5] next,month
[5] learn,protect
[5] protect,bigdata
[5] bigdata,containerized

Top Word Pairs in Tweet in G9:
[23] san,jose
[18] businessintelligence,assessment
[17] businessintelligence,bigdata
[14] strataconf,san
[14] next,week
[13] come,strataconf
[13] jose,toughest
[13] toughest,questions
[13] questions,bi
[13] bi,bigdata

Top Word Pairs in Tweet in G10:
[11] san,jose
[9] strataconf,san
[6] awscloud,sagemaker
[5] check,out
[5] join,strataconf
[5] jose,morning
[5] morning,talking
[5] talking,awscloud
[5] ai,ml
[4] smolix,join

Top Replied-To
Top Replied-To in Entire Graph:
@strataconf
@schmarzo
@holdenkarau
@felipehoffa
@2twitme
@gwenshap
@thinkmariya
@deliprao
@fhueske
@cory_minton

Top Replied-To in G1:
@strataconf
@holdenkarau
@gwenshap
@2twitme
@thedatainc
@thinkmariya
@ajeygore
@weehyong
@ucsdjacobs
@jaceklaskowski

Top Replied-To in G2:
@schmarzo
@nixsolutionsltd
@lucasawilson
@thecube
@chaimieriley
@alex_woodie
@mclynd
@thebabar
@freddiembennett
@techdelimiter

Top Replied-To in G3:
@mktgsciences
@justechne
@ronald_vanloon

Top Replied-To in G4:
@strataconf
@kineticahq
@dborkar
@impetustech
@snowflakedb
@dominodatalab
@hitachivantara
@memsql
@confluentinc

Top Replied-To in G5:
@nyike
@thinkmariya
@janellecshane
@erinjerri
@olilince
@svtechevents
@progresssw

Top Replied-To in G7:
@deliprao
@debasishg
@chiefscientist
@starbuxman
@nithinraok_
@lauretig

Top Replied-To in G8:
@fhueske
@cory_minton
@chrisbelseyemc
@zaloni
@bigdatabeard
@matthiasjsax
@kingwulf

Top Replied-To in G10:
@thecube
@e180labs
@karimt1

Top Mentioned
Top Mentioned in Entire Graph:
@strataconf
@schmarzo
@ronald_vanloon
@datasciencectrl
@ipfconline1
@kdnuggets
@deeplearn007
@granvilledsc
@oreillymedia

Top Mentioned in G1:
@strataconf
@oreillymedia
@databricks
@mapr
@cloudera
@ericcolson
@2twitme
@ronald_vanloon
@stitchfix
@janellecshane

Top Mentioned in G2:
@schmarzo
@ipfconline1
@deeplearn007
@strataconf
@ronald_vanloon
@kdnuggets
@tdwi
@dellemc
@datasciencectrl

Top Mentioned in G3:
@ronald_vanloon
@datasciencectrl
@granvilledsc
@kdnuggets
@datasciencefree
@jsnell
@dzone
@newrelic
@strataconf
@mattmayo13

Top Mentioned in G4:
@strataconf
@syncsort
@hortonworks
@striimteam
@disneycareers
@xaprb
@kineticahq
@talend
@andreamaec
@strataco

Top Mentioned in G5:
@thinkmariya
@strataconf
@davidtalby
@linkedin
@oreillymedia
@dominodatalab
@sasinsumit
@progresssw
@carlotorniai
@farisada_

Top Mentioned in G7:
@strataconf
@pytorch
@bcmcmahan
@deanwampler
@deliprao
@debasishg
@masaldaan
@scalebythebay
@codingnirvana
@sfscala

Top Mentioned in G8:
@strataconf
@apacheflink
@intel
@bigdatabeard
@cory_minton
@antdina
@cloudera
@schmarzo
@datatorrent
@mastercard

Top Mentioned in G9:
@strataconf
@markmadsen
@superdupershant
@arcadiadata
@weckerson
@proctergamble
@oreillymedia
@eckersongroup
@bmw
@sbomms

Top Mentioned in G10:
@strataconf
@awscloud
@smolix
@gartner_inc
@danwoodsearly
@siliconangle
@thecube
@gwenshap
@aginity
@ronald_vanloon

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@nosqldigest
@piyuanker12
@alevergara78
@aldoceccarelli
@evankirstel
@smartcityfeed
@itknowingness
@andysugs
@rvp

Top Tweeters in G1:
@alevergara78
@pvalsfr
@pizzahut
@gamergeeknews
@gojekindonesia
@rosenchild
@into_ai
@vernapolitics
@insidestat
@yazdjbilimoria

Top Tweeters in G2:
@nosqldigest
@piyuanker12
@evankirstel
@andysugs
@utarsystems
@abillioncoins
@dumbwire
@glaciarblue
@mrmikestreet
@pickooo

Top Tweeters in G3:
@arkangelscrap
@aldoceccarelli
@smartcityfeed
@itknowingness
@rvp
@zippylab
@gmizrachi
@valaafshar
@biconnections
@simonlporter

Top Tweeters in G4:
@kimushun199839
@stingray_travel
@disneycareers
@ebay
@talend
@nigelpond
@hitachivantara
@odbmsorg
@caseycammarx
@jmichel_franco

Top Tweeters in G5:
@bdsharmas
@quebec_ai
@diyclassics
@progresssw
@olilince
@nyike
@linkedin
@houseofshamuel
@hectorip
@tswaterman

Top Tweeters in G6:
@sigp226
@vcloud_storage
@mdfbasha
@bigdata_themen
@bcarpano
@nbombourg
@joshcornejo
@ilyas_tweets
@thomaswillner
@neilkod

Top Tweeters in G7:
@montreal_ai
@starbuxman
@ramy1313
@agumonkey
@jboner
@debasishg
@viktorklang
@chiefscientist
@poweredbyaltnet
@deliprao

Top Tweeters in G8:
@mastercard
@sassoftware
@mobiusmedia
@kingwulf
@couchbase
@microsoft
@intel
@dellemcpartners
@rob_hout
@c

Top Tweeters in G9:
@evanderburg
@h_h
@neilraden
@kellblog
@markmadsen
@larryboyer
@bmw
@inashiro
@brucehealy
@nickjewell

Top Tweeters in G10:
@forbes
@juliebhunt
@siliconangle
@ml_toparticles
@emazingevanston
@magazine_ai
@gartner_inc
@joannmoretti
@awscloud
@robhof