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databythebay Twitter NodeXL SNA Map and Report for Wednesday, 18 May 2016 at 18:17 UTC
databythebay Twitter NodeXL SNA Map and Report for Wednesday, 18 May 2016 at 18:17 UTC
From:
marc_smith
Uploaded on:
May 18, 2016
Short Description:
databythebay via NodeXL http://bit.ly/22gqs7r
@databythebay
@galvanize
@big3biosf
@rhatr
@vanessamason
@chiefscientist
@ericcolson

Description:
Description
The graph represents a network of 448 Twitter users whose recent tweets contained "databythebay", 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 Wednesday, 18 May 2016 at 18:18 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 41-minute period from Monday, 09 May 2016 at 15:28 UTC to Wednesday, 18 May 2016 at 18:09 UTC. 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 : 448
Unique Edges : 853
Edges With Duplicates : 1117
Total Edges : 1970
Self-Loops : 81
Reciprocated Vertex Pair Ratio : 0.143
Reciprocated Edge Ratio : 0.250218722659668
Connected Components : 10
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 437
Maximum Edges in a Connected Component : 1958
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.244185
Graph Density : 0.0057076941514861
Modularity : 0.310011
NodeXL Version : 1.0.1.350

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[26] http://data.bythebay.io
[18] http://data.bythebay.io/speakers.html
[17] http://data.bythebay.io/schedule.html
[12] http://databythebay2016.sched.org/event/6EQ7/parallel-and-distributed-big-joins-in-h2o/
[11] http://data.bythebay.io/
[11] http://www.slideshare.net/ChristopherMoody3/lda2vec-text-by-the-bay-2016
[11] http://www.slideshare.net/ChristopherMoody3/lda2vec-text-by-the-bay-2016-with-notes
[10] http://databythebay2016.sched.org/event/6EQY
[10] http://schedule.bythebay.io/mobile/#session:e886ae429107527bbfcb41aa4fdd67cc
[9] http://databythebay2016.sched.org/speaker/gene36

Top URLs in Tweet in G1:
[14] http://data.bythebay.io
[11] http://data.bythebay.io/schedule.html
[7] http://data.bythebay.io/speakers.html
[5] http://databythebay2016.sched.org/event/73Dq
[5] http://data.bythebay.io/blog.html
[5] http://databythebay2016.sched.org/event/6EQk
[4] http://databythebay2016.sched.org?utm_content=28349566&utm_medium=social&utm_source=twitter
[4] http://data.bythebay.io?utm_content=28020881&utm_medium=social&utm_source=twitter
[4] http://data.bythebay.io/
[4] http://databythebay2016.sched.org/event/6EyO

Top URLs in Tweet in G2:
[3] https://twitter.com/databythebay/status/731175648849321984
[3] http://data.bythebay.io/training-nlp.html
[2] https://twitter.com/databythebay/status/730180072351506432
[2] http://databythebay2016.sched.org/event/6ERj
[2] http://schedule.bythebay.io/mobile/#session:a48a61fe1a2d05eb9f7eb5f0c45dcfd1
[1] http://databythebay2016.sched.org/event/6EQd?iframe=no
[1] https://twitter.com/47deg/status/732631125542113281
[1] https://twitter.com/travisbrown/status/730492736982241281
[1] https://twitter.com/databythebay/status/730576945331593216
[1] https://twitter.com/databythebay/status/731253031400955904

Top URLs in Tweet in G3:
[8] http://databythebay2016.sched.org/speaker/gene36
[8] http://data.bythebay.io/speakers.html
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=69007
[3] http://databythebay2016.sched.org/event/6c1Y/panel-future-of-data-services
[1] http://www.informationweek.com/big-data/12-ways-ai-will-disrupt-your-c--suite/d/d-id/1325557
[1] http://databythebay2016.sched.org
[1] https://www.linkedin.com/slink?code=bvEvt_U
[1] https://twitter.com/Alluxio/status/732635953450221568
[1] https://twitter.com/Alluxio/status/730912845068541952
[1] http://databythebay2016.sched.org/event/baf26743232f1e6b8295f52d025362cf

Top URLs in Tweet in G4:
[9] http://schedule.bythebay.io/mobile/#session:e886ae429107527bbfcb41aa4fdd67cc
[4] http://data.bythebay.io/schedule.html?utm_campaign=Speaking%20Opportunities%20-%20Thought%20Leadership&utm_content=30383393&utm_medium=social&utm_source=twitter
[3] http://data.bythebay.io/schedule.html
[3] http://databythebay2016.sched.org

Top URLs in Tweet in G5:
[7] https://topdata.news/2016/05/15/data-by-the-bay/
[5] http://databythebay2016.sched.org/event/6ERP
[2] http://data.bythebay.io
[2] https://twitter.com/databythebay/status/731011158107389952
[1] https://twitter.com/mikeaterry/status/732967226211323904
[1] http://databythebay2016.sched.org

Top URLs in Tweet in G6:
[9] http://www.slideshare.net/ChristopherMoody3/lda2vec-text-by-the-bay-2016
[9] http://www.slideshare.net/ChristopherMoody3/lda2vec-text-by-the-bay-2016-with-notes
[8] http://databythebay2016.sched.org/event/6EQY
[4] http://databythebay2016.sched.org/event/6EQV
[4] http://databythebay2016.sched.org/event/6EQn
[1] http://www.spark.tc/data-by-the-bay/
[1] http://databythebay2016.sched.org/event/6EQU/building-word2vec-models-with-text-data
[1] http://arxiv.org/abs/1605.02019

Top URLs in Tweet in G7:
[6] http://data.bythebay.io/training-agiledatascience.html
[3] https://docs.google.com/presentation/d/19QDuPmxB9RzQWKXp_t3yqxCvMBSMaOQk19KNZqUUgYQ/edit?usp=sharing&utm_content=buffer302f4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://twitter.com/ChiefScientist/status/732686758911959040
[1] http://databythebay2016.sched.org/event/6ERN

Top URLs in Tweet in G8:
[5] https://twitter.com/databythebay/status/732281449873690624
[4] http://databythebay2016.sched.org/event/6EQH
[3] http://data.bythebay.io
[2] https://cloud.gonitro.com/p/F2CZWNzMPtIWq8RBzfd8bg
[1] https://www.dataninja.net
[1] http://domainnamesales.com/domain/datamonsters.com
[1] https://twitter.com/databythebay/status/732291356802965504
[1] https://twitter.com/databythebay/status/732288545889472512
[1] http://data.bythebay.io/

Top URLs in Tweet in G9:
[8] http://databythebay2016.sched.org/event/6EQ7/parallel-and-distributed-big-joins-in-h2o/
[2] http://blog.bythebay.io/post/144157096056/qa-with-parsa-ghaffari-ceo-founder-of-aylien
[1] https://twitter.com/databythebay/status/730103339770241024

Top URLs in Tweet in G10:
[3] http://databythebay2016.sched.org/event/6ER7
[1] https://twitter.com/daniellemorrill/status/722654991605964805
[1] http://data.bythebay.io

Top Domains
Top Domains in Tweet in Entire Graph:
[133] bythebay.io
[124] sched.org
[75] twitter.com
[24] slideshare.net
[7] topdata.news
[6] gtlaw.com
[5] stfi.re
[4] geostory.co
[4] gonitro.com
[4] google.com

Top Domains in Tweet in G1:
[66] bythebay.io
[52] sched.org
[23] twitter.com
[4] slideshare.net
[4] geostory.co
[3] telegram.me
[2] gtlaw.com
[2] splicemachine.com
[2] facebook.com
[1] linkedin.com

Top Domains in Tweet in G2:
[16] twitter.com
[7] bythebay.io
[4] sched.org
[2] slideshare.net

Top Domains in Tweet in G3:
[13] sched.org
[8] bythebay.io
[3] nodexlgraphgallery.org
[2] twitter.com
[1] informationweek.com
[1] linkedin.com

Top Domains in Tweet in G4:
[16] bythebay.io
[3] sched.org

Top Domains in Tweet in G5:
[7] topdata.news
[6] sched.org
[3] twitter.com
[2] bythebay.io

Top Domains in Tweet in G6:
[18] slideshare.net
[17] sched.org
[1] spark.tc
[1] arxiv.org

Top Domains in Tweet in G7:
[6] bythebay.io
[3] google.com
[3] twitter.com
[1] sched.org

Top Domains in Tweet in G8:
[7] twitter.com
[4] bythebay.io
[4] sched.org
[2] gonitro.com
[1] dataninja.net
[1] domainnamesales.com

Top Domains in Tweet in G9:
[8] sched.org
[2] bythebay.io
[1] twitter.com

Top Domains in Tweet in G10:
[3] sched.org
[1] twitter.com
[1] bythebay.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[263] databythebay
[247] datagrid
[104] bigdata
[62] data
[57] datascience
[26] iot
[24] alluxio
[19] nlp
[18] iiot
[17] machinelearning



Top Hashtags in Tweet in G1:
[145] datagrid
[106] databythebay
[39] data
[39] bigdata
[19] datascience
[11] nlp
[10] iot
[10] machinelearning
[10] sf
[9] startups

Top Hashtags in Tweet in G2:
[18] datagrid
[10] databythebay
[1] textbythebay

Top Hashtags in Tweet in G3:
[22] databythebay
[20] alluxio
[8] datagrid
[5] salesforceiq
[1] machinelearning
[1] nlp
[1] civictech

Top Hashtags in Tweet in G4:
[26] datagrid
[3] databythebay

Top Hashtags in Tweet in G5:
[18] databythebay
[13] bigdata
[2] riseandgrind
[1] legaltech
[1] datagrid
[1] dreamteam
[1] data
[1] iot
[1] ux
[1] ai

Top Hashtags in Tweet in G6:
[19] datagrid
[15] databythebay
[9] textbythebay
[7] nlp
[6] mllib
[2] nlproc

Top Hashtags in Tweet in G7:
[7] databythebay
[4] datascience
[3] like2vec
[3] bethere
[1] datagrid

Top Hashtags in Tweet in G8:
[13] databythebay
[6] datagrid
[6] machinelearning
[5] nitroproud
[4] dataninjaapi
[4] search
[4] solr
[4] spark
[1] data

Top Hashtags in Tweet in G9:
[12] datascience
[9] datagrid
[8] bigdata
[3] textbythebay
[3] byte2vec
[3] nlproc
[3] databythebay

Top Hashtags in Tweet in G10:
[6] databythebay
[4] datagrid
[3] datascience
[2] data
[1] startups
[1] iot
[1] ux
[1] ai
[1] law
[1] lifesciences

Top Words
Top Words in Tweet in Entire Graph:
[410] Words in Sentiment List#1: Positive
[104] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[14268] Non-categorized Words
[14782] Total Words
[845] databythebay
[287] data
[222] datagrid
[147] talk
[115] next

Top Words in Tweet in G1:
[321] databythebay
[172] data
[132] datagrid
[75] talk
[55] next
[50] join
[50] bay
[49] chiefscientist
[48] week
[42] speaking

Top Words in Tweet in G2:
[59] databythebay
[24] chiefscientist
[22] data
[17] datagrid
[10] week
[9] last
[8] next
[8] bay
[8] world
[7] training

Top Words in Tweet in G3:
[57] databythebay
[31] alluxio
[21] unityxx
[19] bigdatasc
[14] salesforceiq
[11] afternoon
[8] datagrid
[8] hear
[8] alluxio's
[8] core

Top Words in Tweet in G4:
[49] databythebay
[28] shinjikim
[26] datagrid
[19] stream
[19] processing
[16] jaykreps
[12] today
[11] talk
[10] audience
[10] ears

Top Words in Tweet in G5:
[41] databythebay
[25] galvanize
[14] week
[11] taking
[11] place
[11] next
[10] bigdata
[9] last
[9] chance
[9] tickets

Top Words in Tweet in G6:
[43] databythebay
[16] talk
[15] chrisemoody
[13] lda2vec
[10] datagrid
[10] slides
[9] san
[9] francisco
[9] gave
[9] here's

Top Words in Tweet in G7:
[33] databythebay
[15] stanfordnlp
[14] data
[10] jrfinkel
[10] pipeline
[10] training
[8] noootsab
[8] many
[8] current
[8] former

Top Words in Tweet in G8:
[36] databythebay
[12] data
[9] malcgreaves
[9] programming
[8] very
[8] functional
[6] datagrid
[6] nitrohq
[6] machinelearning
[5] dataninjaapi

Top Words in Tweet in G9:
[24] databythebay
[21] talk
[18] mattdowle
[17] big
[17] joins
[14] h2oai
[9] parallel
[9] distributed
[9] datagrid
[8] attending

Top Words in Tweet in G10:
[19] databythebay
[5] magic
[5] mattermark
[5] problems
[4] talk
[3] datascience
[3] giving
[3] black
[3] apply
[3] machine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[91] next,week
[78] databythebay,datagrid
[61] check,out
[50] data,bay
[41] databythebay,next
[34] talk,databythebay
[29] san,francisco
[27] machine,learning
[27] stream,processing
[26] databythebay,today

Top Word Pairs in Tweet in G1:
[40] next,week
[36] data,bay
[34] databythebay,datagrid
[23] datagrid,databythebay
[21] check,out
[19] databythebay,next
[15] 16,20
[15] talk,databythebay
[14] machine,learning
[12] bay,databythebay

Top Word Pairs in Tweet in G2:
[6] nlp,training
[6] future,data
[5] next,week
[5] jshorwitz,haoyuan
[4] training,gmelli
[4] databythebay,datagrid
[4] talk,databythebay
[4] chiefscientist,databythebay
[4] using,apachezeppelin
[4] apachezeppelin,powerpoint

Top Word Pairs in Tweet in G3:
[9] alluxio,unityxx
[8] bigdatasc,databythebay
[8] databythebay,salesforceiq
[8] hear,alluxio's
[8] alluxio's,core
[8] core,developer
[8] developer,unityxx
[8] unityxx,afternoon
[8] afternoon,databythebay
[8] join,databythebay

Top Word Pairs in Tweet in G4:
[19] stream,processing
[14] databythebay,datagrid
[13] jaykreps,databythebay
[11] databythebay,today
[10] databythebay,audience
[10] audience,ears
[10] ears,shinjikim
[10] shinjikim,talk
[10] talk,stream
[10] processing,apache

Top Word Pairs in Tweet in G5:
[11] databythebay,taking
[11] taking,place
[11] next,week
[9] last,chance
[9] chance,tickets
[9] tickets,databythebay
[9] place,galvanize
[9] galvanize,next
[9] week,bigdata
[6] databythebay,conf

Top Word Pairs in Tweet in G6:
[12] talk,databythebay
[9] san,francisco
[9] gave,lda2vec
[9] lda2vec,talk
[9] databythebay,here's
[9] here's,slides
[9] slides,notes
[8] databythebay,datagrid
[8] chrisemoody,gave
[8] notes,textby

Top Word Pairs in Tweet in G7:
[10] pipeline,training
[8] many,current
[8] current,former
[8] former,stanfordnlp
[8] stanfordnlp,people
[8] people,databythebay
[8] databythebay,next
[8] next,week
[8] week,richardsocher
[8] richardsocher,ignaciocases

Top Word Pairs in Tweet in G8:
[8] functional,programming
[6] programming,machinelearning
[5] looking,forward
[5] databythebay,datagrid
[5] very,malcgreaves
[5] malcgreaves,presenting
[5] presenting,databythebay
[5] databythebay,functional
[5] machinelearning,nitroproud
[4] forward,talking

Top Word Pairs in Tweet in G9:
[17] mattdowle,talk
[17] big,joins
[9] databythebay,mattdowle
[9] talk,parallel
[9] parallel,distributed
[9] distributed,big
[9] joins,h2oai
[9] h2oai,datagrid
[8] attending,databythebay
[8] sure,check

Top Word Pairs in Tweet in G10:
[3] giving,talk
[3] talk,black
[3] black,magic
[3] magic,apply
[3] apply,machine
[3] machine,learning
[3] learning,real
[3] real,world
[3] world,problems
[3] problems,databythebay

Top Replied-To
Top Replied-To in Entire Graph:
@databythebay
@chiefscientist
@devmage
@suryasev
@stevepepple
@bigdatasc
@chrisemoody
@malcgreaves
@jaykreps
@tswaterman

Top Replied-To in G1:
@databythebay
@devmage
@stevepepple
@ocelma
@texasmichelle
@grodeska
@_aylien
@_pierule
@xamat
@0liverleung

Top Replied-To in G2:
@chiefscientist
@kirkdborne
@mikeisaac
@tswaterman

Top Replied-To in G3:
@databythebay
@bigdatasc
@suryasev
@cdubhland
@chiefscientist

Top Replied-To in G4:
@jaykreps

Top Replied-To in G5:
@chiefscientist

Top Replied-To in G6:
@chrisemoody
@alanmnichol

Top Replied-To in G8:
@malcgreaves
@dkozhedubov
@dataninjaapi
@benoahriz

Top Replied-To in G9:
@mattdowle

Top Mentioned
Top Mentioned in Entire Graph:
@databythebay
@chiefscientist
@galvanize
@shinjikim
@ibm
@bigdatasc
@salesforceiq
@unityxx
@alluxio
@kxsystems

Top Mentioned in G1:
@databythebay
@chiefscientist
@galvanize
@ibm
@salesforceiq
@netflix
@ravellaw
@mattermark
@google
@chancefood

Top Mentioned in G2:
@databythebay
@chiefscientist
@rhatr
@gmelli
@jshorwitz
@marius
@wm
@haoyuan
@matthewmahan
@ibm

Top Mentioned in G3:
@databythebay
@unityxx
@alluxio
@bigdatasc
@salesforceiq
@aditinabar
@salesforce
@galvanize
@haoyuan
@chiefscientist

Top Mentioned in G4:
@databythebay
@shinjikim
@jaykreps
@concord
@keithchambers
@kanugulati
@confluentinc
@mesosphere
@nehanarkhede

Top Mentioned in G5:
@galvanize
@databythebay
@big_data_news
@thibaultreuille
@jmoconnor415
@open
@ocelma
@mikeaterry
@getlawfty
@jackccrawford

Top Mentioned in G6:
@databythebay
@chrisemoody
@texasmichelle
@apachespark
@ericcolson
@ibm
@ibmwatson
@cfregly
@castanan
@galvanize

Top Mentioned in G7:
@databythebay
@jrfinkel
@noootsab
@stanfordnlp
@richardsocher
@ignaciocases
@marvinbertin
@galvanize
@atakante
@michaelulin

Top Mentioned in G8:
@databythebay
@malcgreaves
@nitrohq
@tihomirb
@innolocity
@gsingers
@dat
@nitroeng
@khrabrov
@shinjikim

Top Mentioned in G9:
@databythebay
@mattdowle
@h2oai
@parsaghaffari
@_aylien
@jpgard
@noootsab
@galvanize

Top Mentioned in G10:
@databythebay
@mattermark
@evion12
@google
@facebook
@salesforceiq
@netflix
@microsoft
@ibm
@jpgard

Top Tweeters
Top Tweeters in Entire Graph:
@bigdatatweetbot
@recuweb
@jeffersonfaudan
@techxb
@pandora_radio
@homeaiinfo
@gis_sharer
@slackhq
@agungw132
@sentiwire

Top Tweeters in G1:
@_startupsdaily
@zillow
@airbnb
@oreillymedia
@rebelmouse
@bloomberg
@kristinhenry
@gracefulrok
@xamat
@linkedin

Top Tweeters in G2:
@mikeisaac
@kirkdborne
@jatkat45
@dendisuhubdy
@markhneedham
@jamie_allen
@ibmanalytics
@swartzrock
@akm
@wm

Top Tweeters in G3:
@jeffersonfaudan
@informationweek
@salesforce
@paasdev
@noctarius2k
@raquelrecuero
@jackccrawford
@k
@cdubhland
@salesforceiq

Top Tweeters in G4:
@ayirpelle
@peteskomoroch
@francium
@cbogie
@kingwulf
@jitendra_
@embano1
@dataanddataviz
@meghanpgill
@jaykreps

Top Tweeters in G5:
@pandora_radio
@emmaclark_gwr
@bigdataminded
@ai_scientist
@frankolken
@magistr_om
@strtdenver
@big_data_news
@innavation
@opendns

Top Tweeters in G6:
@ifloridawi
@jaceklaskowski
@roens
@deanwampler
@ibmwatson
@tianjianjiang
@rnella01
@_yukinoi
@awadallah
@davidtalby

Top Tweeters in G7:
@dl_ally
@machinelearnbot
@andrewbaidu
@noootsab
@virtualirfan
@epowell101
@deepesch
@letranger14
@agibsonccc
@stanfordnlp

Top Tweeters in G8:
@walesbuzz
@jpatanooga
@khrabrov
@ellen_friedman
@nitrohq
@sageey
@gsingers
@dkozhedubov
@innolocity
@dat

Top Tweeters in G9:
@homeaiinfo
@micahstubbs
@lowlandscph
@h2oai
@_aylien
@vinodiyengar
@mmalohlava
@arnocandel
@parsaghaffari
@matlabulous

Top Tweeters in G10:
@recuweb
@slackhq
@yahoo
@daniellemorrill
@bereanopartners
@netflix
@nlpenguin
@microsoft
@google
@josh_wills