datadrivennyc, Twitter, 3/12/2019 12:07:00 PM, 190048


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datadrivennyc Twitter NodeXL SNA Map and Report for Tuesday, 12 March 2019 at 12:03 UTC
datadrivennyc Twitter NodeXL SNA Map and Report for Tuesday, 12 March 2019 at 12:03 UTC
From:
Michael__Lieberman
Uploaded on:
March 12, 2019
Short Description:
datadrivennyc via NodeXL http://bit.ly/2TwS1iK
@mattturck
@firstmarkcap
@martin_casado
@tonybaer
@benuretsky
@sgourley
@a16z
@digitalocean
@nycallday247
@dlnrb

Top hashtags:
#datadrivennyc
#nyc
#ai
#services
#digitalstrategy
#data
#tech
#sales
#firstworldproblems

Description:
Description
The graph represents a network of 64 Twitter users whose recent tweets contained "datadrivennyc", 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 Tuesday, 12 March 2019 at 12:03 UTC.

The tweets in the network were tweeted over the 7-day, 14-hour, 7-minute period from Monday, 04 March 2019 at 21:53 UTC to Tuesday, 12 March 2019 at 12:00 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.


Overall Graph Metrics
Vertices : 64
Unique Edges : 182
Edges With Duplicates : 118
Total Edges : 300
Self-Loops : 12
Reciprocated Vertex Pair Ratio : 0.0989583333333333
Reciprocated Edge Ratio : 0.180094786729858
Connected Components : 7
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 56
Maximum Edges in a Connected Component : 293
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.170159
Graph Density : 0.0523313492063492
Modularity : 0.293281
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] http://primer.ai
[1] https://twitter.com/qri_io/status/1105230938353664000
[1] https://www.meetup.com/DataDrivenNYC/events/259168859/?utm_source=Hardwired+and+Data-Driven&utm_campaign=aace35463d-Data_Driven_NYC_and_Hardwired_NYC_Oct_2017_COPY_01&utm_medium=email&utm_term=0_7e57307c6e-aace35463d-157107165
[1] https://www.meetup.com/DataDrivenNYC/events/259168859/
[1] http://bit.ly/2J9NgqC
[1] http://bit.ly/2H0swyJ
[1] https://firstmarkcap.com/events/data-driven/ci-cd-for-machine-learning-ai/
[1] http://mattturck.com/scaling-ai-startups/

Top URLs in Tweet in G1:
[1] https://www.meetup.com/DataDrivenNYC/events/259168859/

Top URLs in Tweet in G2:
[1] http://mattturck.com/scaling-ai-startups/
[1] https://firstmarkcap.com/events/data-driven/ci-cd-for-machine-learning-ai/

Top URLs in Tweet in G3:
[1] http://bit.ly/2J9NgqC

Top URLs in Tweet in G4:
[1] https://twitter.com/qri_io/status/1105230938353664000
[1] https://www.meetup.com/DataDrivenNYC/events/259168859/?utm_source=Hardwired+and+Data-Driven&utm_campaign=aace35463d-Data_Driven_NYC_and_Hardwired_NYC_Oct_2017_COPY_01&utm_medium=email&utm_term=0_7e57307c6e-aace35463d-157107165

Top URLs in Tweet in G5:
[3] http://primer.ai

Top URLs in Tweet in G6:
[1] http://bit.ly/2H0swyJ

Top Domains
Top Domains in Tweet in Entire Graph:
[3] primer.ai
[2] meetup.com
[2] bit.ly
[1] twitter.com
[1] firstmarkcap.com
[1] mattturck.com

Top Domains in Tweet in G1:
[1] meetup.com

Top Domains in Tweet in G2:
[1] mattturck.com
[1] firstmarkcap.com

Top Domains in Tweet in G3:
[1] bit.ly

Top Domains in Tweet in G4:
[1] twitter.com
[1] meetup.com

Top Domains in Tweet in G5:
[3] primer.ai

Top Domains in Tweet in G6:
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[73] datadrivennyc
[3] nyc
[2] ai
[1] services
[1] digitalstrategy
[1] data
[1] tech
[1] sales
[1] firstworldproblems
[1] datascience



Top Hashtags in Tweet in G1:
[23] datadrivennyc
[1] sales
[1] ai
[1] meetup
[1] newyork
[1] nyc
[1] moodys

Top Hashtags in Tweet in G2:
[14] datadrivennyc
[1] services
[1] digitalstrategy
[1] data
[1] tech
[1] nyc

Top Hashtags in Tweet in G3:
[1] ai
[1] nextround
[1] datadrivennyc

Top Hashtags in Tweet in G4:
[27] datadrivennyc
[1] firstworldproblems

Top Hashtags in Tweet in G5:
[3] datadrivennyc

Top Hashtags in Tweet in G6:
[4] datadrivennyc
[1] nyc

Top Hashtags in Tweet in G7:
[1] datadrivennyc
[1] datascience
[1] production

Top Words
Top Words in Tweet in Entire Graph:
[0] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[2924] Non-categorized Words
[2924] Total Words
[110] datadrivennyc
[43] martin_casado
[31] ai
[28] a16z
[26] data

Top Words in Tweet in G1:
[33] datadrivennyc
[24] martin_casado
[18] a16z
[12] enterprise
[10] value
[8] mattturck
[7] firstmarkcap
[7] great
[7] open
[7] source

Top Words in Tweet in G2:
[21] datadrivennyc
[11] martin_casado
[10] benuretsky
[10] data
[9] ai
[8] tech
[7] startups
[7] sgourley
[7] nyc
[7] justinborgman

Top Words in Tweet in G3:
[13] ai
[12] problem
[7] biggest
[7] barrier
[7] adoption
[7] infrastructure
[7] tooling
[7] dlnrb
[7] ceo
[7] hellopaperspace

Top Words in Tweet in G4:
[33] datadrivennyc
[9] data
[8] benuretsky
[8] digitalocean
[7] aws
[7] martin_casado
[6] step
[6] open
[6] oss
[5] s

Top Words in Tweet in G5:
[11] datadrivennyc
[8] sgourley
[5] understanding
[5] world
[5] ceo
[5] primer_ai
[4] explains
[4] build
[4] ai
[3] fills

Top Words in Tweet in G6:
[4] datadrivennyc
[2] up
[2] great
[2] rt
[2] a16z

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] martin_casado,a16z
[14] a16z,datadrivennyc
[13] open,source
[10] benuretsky,sgourley
[10] biggest,barrier
[10] barrier,ai
[10] ai,adoption
[10] adoption,infrastructure
[10] hellopaperspace,datadrivennyc
[9] mattturck,firstmarkcap

Top Word Pairs in Tweet in G1:
[15] martin_casado,a16z
[11] a16z,datadrivennyc
[7] open,source
[6] mattturck,firstmarkcap
[6] disruption,trend
[4] great,datadrivennyc
[4] datadrivennyc,keynote
[4] keynote,panel
[4] panel,martin_casado
[4] a16z,kudos

Top Word Pairs in Tweet in G2:
[6] benuretsky,sgourley
[5] data,community
[4] nyc,data
[4] community,came
[4] came,out
[4] out,full
[4] full,force
[4] force,tonight
[4] tonight,fun
[4] fun,datadrivennyc

Top Word Pairs in Tweet in G3:
[7] biggest,barrier
[7] barrier,ai
[7] ai,adoption
[7] adoption,infrastructure
[7] hellopaperspace,datadrivennyc
[6] infrastructure,tooling
[6] tooling,problem
[6] problem,algorithm
[6] algorithm,problem
[6] problem,dlnrb

Top Word Pairs in Tweet in G4:
[4] build,something
[4] open,source
[4] datadrivennyc,martin_casado
[3] benuretsky,founder
[3] founder,digitalocean
[3] digitalocean,datadrivennyc
[3] step,1
[3] datadrivennyc,benuretsky
[3] lessons,learned
[3] against,windmills

Top Word Pairs in Tweet in G5:
[3] sgourley,explains
[3] explains,fills
[3] fills,gap
[3] gap,comes
[3] comes,wikipedia
[3] wikipedia,entries
[3] entries,creating
[3] creating,ml
[3] ml,content
[3] content,reads

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@martin_casado
@a16z
@benuretsky
@sgourley
@mattturck
@digitalocean
@justinborgman
@primer_ai
@dlnrb
@hellopaperspace

Top Mentioned in G1:
@martin_casado
@a16z
@mattturck
@firstmarkcap
@benuretsky
@sgourley
@justinborgman
@primer_ai
@moodysanalytics
@digitalocean

Top Mentioned in G2:
@benuretsky
@martin_casado
@sgourley
@justinborgman
@mattturck
@a16z
@digitalocean
@firstmarkcap
@moodysanalytics
@sorterlabs

Top Mentioned in G3:
@dlnrb
@hellopaperspace
@alexisohanian
@dthakker02
@naveengrao

Top Mentioned in G4:
@benuretsky
@digitalocean
@martin_casado
@starburstdata
@mattturck
@a16z
@justinborgman
@databricks
@sgourley
@dremio

Top Mentioned in G5:
@sgourley
@primer_ai
@dlnrb
@hellopaperspace
@alexisohanian
@dthakker02
@naveengrao
@justinborgman
@starburstdata
@digitalocean

Top Mentioned in G7:
@kennethcgardner
@condati_inc

Top Tweeters
Top Tweeters in Entire Graph:
@santchiweb
@juliebhunt
@alexisohanian
@digitalocean
@t_s_institute
@alexiskold
@geno_tv_yaz
@mike_arias
@fendien
@tonybaer

Top Tweeters in G1:
@mike_arias
@fendien
@a16z
@nycallday247
@martin_casado
@nealshact
@meetup
@firstmarkcap
@moodysanalytics
@ppropp

Top Tweeters in G2:
@alexiskold
@dzstep
@mattturck
@amishjani
@sokhnavor
@phildougherty
@mballance
@thekevingarvey
@benuretsky
@acumirateam

Top Tweeters in G3:
@santchiweb
@alexisohanian
@geno_tv_yaz
@subkrishnarao
@robmay
@nyufuturelabs
@kmuehmel
@abisheksur
@naveengrao
@hellopaperspace

Top Tweeters in G4:
@juliebhunt
@digitalocean
@tonybaer
@thinkshiv
@databricks
@jackcohenphoto
@mchmmdmaulana
@dremio
@applecartusa
@starburstdata

Top Tweeters in G5:
@sgourley
@zavaindar
@blv
@barrydauber
@janechuchutrain
@steplitsky
@primer_ai

Top Tweeters in G6:
@t_s_institute
@nyc_techevents
@strategymaestro
@edouarda14
@qri_io

Top Tweeters in G7:
@danboutingnv
@kennethcgardner
@condati_inc


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