#StanfordHumanAI, Twitter, 10/31/2019 5:32:42 PM, 214905


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#StanfordHumanAI_2019-10-31_10-20-34.xlsx
#StanfordHumanAI_2019-10-31_10-20-34.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 31, 2019
Short Description:
#StanfordHumanAI via NodeXL http://bit.ly/36mJEcd
@stanfordhai
@marietjeschaake
@jovialjoy
@math_rachel
@baxterkb
@susan_athey
@eileendonahoe
@nodexl
@erikbryn
@daniellecass

Top hashtags:
#stanfordhumanai
#ai
#aiethics
#digichina
#ethics
#facialrecognition
#ethical

Description:
Description
The graph represents a network of 715 Twitter users whose recent tweets contained "#StanfordHumanAI", 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 Thursday, 31 October 2019 at 17:24 UTC.

The tweets in the network were tweeted over the 5-day, 19-hour, 46-minute period from Friday, 25 October 2019 at 20:39 UTC to Thursday, 31 October 2019 at 16:25 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 : 715
Unique Edges : 2285
Edges With Duplicates : 1007
Total Edges : 3292
Self-Loops : 42
Reciprocated Vertex Pair Ratio : 0.0275339185953711
Reciprocated Edge Ratio : 0.0535922330097087
Connected Components : 9
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 706
Maximum Edges in a Connected Component : 3282
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.457244
Graph Density : 0.00504397563221093
Modularity : 0.313313
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 715 Twitter users whose recent tweets contained "#StanfordHumanAI", 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 Thursday, 31 October 2019 at 17:24 UTC.

The tweets in the network were tweeted over the 5-day, 19-hour, 46-minute period from Friday, 25 October 2019 at 20:39 UTC to Thursday, 31 October 2019 at 16:25 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #StanfordHumanAI
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[26] http://hai.stanford.edu/?sf111425023=1
[26] https://hai.stanford.edu/
[14] https://www.youtube.com/watch?v=QxuyfWoVV98&feature=youtu.be

[12] http://hai.stanford.edu/?sf111434006=1
[10] http://hai.stanford.edu/?sf111442488=1
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214752
[4] http://out.faveeo.com/?url=https://hai.stanford.edu/&vertical=future-of-work&lang=en&family=en
[4] https://twitter.com/drfeifei/status/1188977338412699648
[4] https://hai.stanford.edu/events/2019-fall-conference/overview
[3] http://AutoLegal.ai

Top URLs in Tweet in G1:
[10] https://www.youtube.com/watch?v=QxuyfWoVV98&feature=youtu.be

[6] http://hai.stanford.edu/?sf111434006=1
[3] http://hai.stanford.edu/?sf111425023=1
[2] https://twitter.com/degarciaknight/status/1188849627321159680
[2] https://twitter.com/drfeifei/status/1188977338412699648
[2] https://ieeexplore.ieee.org/document/7439436
[2] http://posr.org/w/images/b/b5/Applin_Fischer_IEEE_ISTAS_2015_PREPUB_DRAFT.pdf
[1] https://news.stanford.edu/2019/10/25/faculty-senate-discusses-proposed-changes-undergraduate-curriculum/
[1] https://www.wired.com/story/wired25-stories-people-racing-to-save-us/
[1] https://hai.stanford.edu/

Top URLs in Tweet in G2:
[16] https://hai.stanford.edu/
[10] http://hai.stanford.edu/?sf111425023=1
[4] http://out.faveeo.com/?url=https://hai.stanford.edu/&vertical=future-of-work&lang=en&family=en
[2] http://hai.stanford.edu/?sf111442488=1
[1] http://hai.stanford.edu/?sf111505485=1
[1] https://hai.stanford.edu/?sf111258978=1
[1] https://hai.stanford.edu/?sf111389348=1
[1] http://hai.stanford.edu/?sf111398988=1
[1] https://www.instagram.com/stanfordhai/?sf111421567=1
[1] http://hai.stanford.edu/?sf111483367=1

Top URLs in Tweet in G3:
[2] https://hai.stanford.edu/events/2019-fall-conference/agenda
[1] https://www.youtube.com/watch?v=k0jF-UMC1b4&feature=youtu.be&t=3347

[1] http://AutoLegal.ai

Top URLs in Tweet in G4:
[12] http://hai.stanford.edu/?sf111425023=1
[7] http://hai.stanford.edu/?sf111442488=1
[7] https://hai.stanford.edu/
[5] http://hai.stanford.edu/?sf111434006=1
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214752
[2] https://www.youtube.com/watch?v=QxuyfWoVV98&feature=youtu.be

[2] http://AutoLegal.ai
[2] https://hai.stanford.edu/events/2019-fall-conference/overview
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214895
[1] https://twitter.com/StanfordHAI/status/1188867068122324994

Top URLs in Tweet in G5:
[2] https://twitter.com/StanfordHAI/status/1189254485186617345
[2] https://www.youtube.com/watch?v=QxuyfWoVV98&feature=youtu.be

[1] https://medium.com/artful-design/humans-in-the-loop-b83e3bffa65e
[1] https://twitter.com/StanfordHAI/status/1189247048991813632
[1] https://hai.stanford.edu/events/2019-fall-conference/overview
[1] https://www.youtube.com/watch?v=k0jF-UMC1b4&feature=youtu.be

[1] https://twitter.com/AmalElfallah/status/1189102078121127936
[1] https://twitter.com/VictorStorchan/status/1189392050443055110
[1] https://twitter.com/StanfordHAI/status/1188862258614558721
[1] https://twitter.com/seanmmcdonald/status/1188865254932959232

Top URLs in Tweet in G6:
[1] http://hai.stanford.edu/?sf111442488=1
[1] https://www.eventbrite.com/e/ai-and-digital-policy-in-china-tickets-76168400737

Top URLs in Tweet in G7:
[1] https://twitter.com/StanfordHAI/status/1188847920705134593
[1] https://twitter.com/michellercarney/status/1188835516398981121
[1] https://www.youtube.com/watch?v=k0jF-UMC1b4&feature=youtu.be

[1] http://hai.stanford.edu/?sf111425023=1
[1] http://hai.stanford.edu/?sf111254121=1

Top URLs in Tweet in G8:
[1] https://hai.stanford.edu/

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=k0jF-UMC1b4

[1] https://twitter.com/DPManchee/status/1188917204466700289

Top Domains
Top Domains in Tweet in Entire Graph:
[106] stanford.edu
[29] twitter.com
[22] youtube.com
[6] nodexlgraphgallery.org
[5] faveeo.com
[3] autolegal.ai
[2] instagram.com
[2] medium.com
[2] ieee.org
[2] posr.org

Top Domains in Tweet in G1:
[11] stanford.edu
[10] youtube.com
[9] twitter.com
[2] ieee.org
[2] posr.org
[1] wired.com

Top Domains in Tweet in G2:
[51] stanford.edu
[5] faveeo.com
[3] twitter.com
[2] youtube.com
[1] instagram.com
[1] pewinternet.org
[1] stitcher.com
[1] thepublicvoice.org
[1] epic.org

Top Domains in Tweet in G3:
[2] stanford.edu
[1] youtube.com
[1] autolegal.ai

Top Domains in Tweet in G4:
[36] stanford.edu
[6] nodexlgraphgallery.org
[4] twitter.com
[2] youtube.com
[2] autolegal.ai
[1] eventbrite.com
[1] house.gov
[1] artful.design

Top Domains in Tweet in G5:
[10] twitter.com
[4] youtube.com
[2] medium.com
[2] stanford.edu
[1] governingdata.org
[1] instagram.com
[1] wikipedia.org

Top Domains in Tweet in G6:
[1] stanford.edu
[1] eventbrite.com

Top Domains in Tweet in G7:
[2] twitter.com
[2] stanford.edu
[1] youtube.com

Top Domains in Tweet in G8:
[1] stanford.edu

Top Domains in Tweet in G9:
[2] youtube.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[630] stanfordhumanai
[231] ai
[96] aiethics
[20] digichina
[19] ethics
[11] facialrecognition
[9] ethical
[8] artificialintelligence
[6] ccsre
[4] aiforhumanity



Top Hashtags in Tweet in G1:
[164] stanfordhumanai
[24] ai
[6] aiethics
[3] artificialintelligence
[3] womenleadtheway
[2] stanfordhai
[1] globalgovernance
[1] humanrights
[1] ethical
[1] ethics

Top Hashtags in Tweet in G2:
[112] stanfordhumanai
[57] ai
[7] aiethics
[5] ethical
[4] futureofwork
[3] americanai
[1] regulation
[1] tech
[1] industry40
[1] automation

Top Hashtags in Tweet in G3:
[89] stanfordhumanai
[60] aiethics
[3] regulatingbigtech
[2] ai
[2] ethics
[1] digichina
[1] gfaih
[1] regulationbigtech
[1] policy
[1] governance

Top Hashtags in Tweet in G4:
[169] stanfordhumanai
[114] ai
[18] aiethics
[11] ethics
[10] facialrecognition
[6] ccsre
[4] artificialintelligence
[3] digichina
[2] ethical
[2] humanrights

Top Hashtags in Tweet in G5:
[76] stanfordhumanai
[28] ai
[5] ethics
[4] aiforhumanity
[4] aiethics
[2] gfaih
[2] policy
[2] governance
[2] artists
[2] stanford

Top Hashtags in Tweet in G6:
[16] digichina
[3] stanfordhumanai
[1] ai

Top Hashtags in Tweet in G7:
[9] stanfordhumanai
[3] ai
[1] aiethics
[1] live
[1] ethical

Top Hashtags in Tweet in G8:
[2] stanfordhumanai

Top Hashtags in Tweet in G9:
[5] stanfordhumanai
[2] ai
[1] politicslive

Top Hashtags in Tweet in G10:
[1] stanfordhumanai

Top Words
Top Words in Tweet in Entire Graph:
[1078] Words in Sentiment List#1: Positive
[601] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[31447] Non-categorized Words
[33126] Total Words
[1209] #stanfordhumanai
[594] ai
[362] tech
[357] marietjeschaake
[350] stanfordhai

Top Words in Tweet in G1:
[250] #stanfordhumanai
[194] tech
[168] jovialjoy
[146] ai
[122] stanfordhai
[114] marietjeschaake
[113] today
[107] amyzegart
[107] s
[100] fairness

Top Words in Tweet in G2:
[217] #stanfordhumanai
[163] ai
[98] #ai
[90] watch
[88] conference
[83] live
[80] policy
[79] fall
[76] governance
[73] more

Top Words in Tweet in G3:
[183] #stanfordhumanai
[111] marietjeschaake
[70] thing
[67] ethics
[64] ai
[60] best
[60] ve
[60] heard
[60] far
[60] 128

Top Words in Tweet in G4:
[381] #stanfordhumanai
[148] #ai
[120] ai
[86] marietjeschaake
[79] stanfordhai
[73] susan_athey
[67] governance
[66] tech
[63] more
[55] watch

Top Words in Tweet in G5:
[141] #stanfordhumanai
[75] ai
[50] stanfordhai
[40] #ai
[39] governance
[37] conference
[36] ethics
[32] marietjeschaake
[30] tech
[29] gewang

Top Words in Tweet in G6:
[20] #stanfordhumanai
[17] latest
[17] ai
[17] tech
[17] join
[16] stanford
[16] china
[16] policy
[16] international
[16] context

Top Words in Tweet in G7:
[9] #stanfordhumanai
[5] stanfordhai
[5] tech
[4] s
[4] susan_athey
[3] #ai
[3] drfeifei
[3] four
[3] incredible
[3] women

Top Words in Tweet in G8:
[2] ai
[2] governance
[2] #stanfordhumanai

Top Words in Tweet in G9:
[5] #stanfordhumanai
[4] ai
[3] uk
[3] stanfordhai
[2] governance
[2] jessicah_newman
[2] sector
[2] deal
[2] cover
[2] many

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[178] stanfordhai,#stanfordhumanai
[137] tech,policy
[136] #stanfordhumanai,conf
[130] fall,conference
[122] today,s
[119] ethics,policy
[119] policy,governance
[119] stage,today
[119] conf,sharing
[119] sharing,thought

Top Word Pairs in Tweet in G1:
[99] stanfordhai,#stanfordhumanai
[93] stage,today
[93] #stanfordhumanai,conf
[93] conf,sharing
[93] sharing,thought
[93] thought,leadership
[93] leadership,ml
[93] ml,fairness
[93] fairness,jovialjoy
[93] jovialjoy,ai

Top Word Pairs in Tweet in G2:
[79] fall,conference
[67] ethics,policy
[67] policy,governance
[64] ai,ethics
[56] conference,ai
[34] watch,live
[31] live,three
[31] three,days
[31] days,watch
[31] watch,2019

Top Word Pairs in Tweet in G3:
[60] best,thing
[60] thing,ve
[60] ve,heard
[60] heard,far
[60] far,#stanfordhumanai
[60] #stanfordhumanai,marietjeschaake
[60] marietjeschaake,128
[60] 128,#aiethics
[60] #aiethics,frameworks
[60] frameworks,europe

Top Word Pairs in Tweet in G4:
[30] watch,live
[27] facial,recognition
[23] erikbryn,susan_athey
[22] stanfordhai,erikbryn
[22] susan_athey,mit_ide
[22] mit_ide,kendenman
[22] kendenman,csetgeorgetown
[20] ai,ethics
[20] ethics,policy
[20] policy,governance

Top Word Pairs in Tweet in G5:
[23] #stanfordhumanai,conf
[18] ethics,policy
[18] policy,governance
[16] conference,ai
[16] ai,ethics
[14] really,want
[14] want,ai
[14] much,more
[14] watch,live
[13] plenary,session

Top Word Pairs in Tweet in G6:
[16] latest,china
[16] china,ai
[16] ai,tech
[16] tech,policy
[16] policy,international
[16] international,context
[16] context,join
[16] join,blockbuster
[16] blockbuster,#digichina
[16] #digichina,line

Top Word Pairs in Tweet in G7:
[3] drfeifei,four
[3] four,incredible
[3] incredible,women
[3] women,leaders
[3] leaders,stage
[3] stage,today
[3] today,s
[3] s,stanfordhai
[3] stanfordhai,#stanfordhumanai
[3] #stanfordhumanai,conf

Top Word Pairs in Tweet in G8:
[2] ai,governance

Top Word Pairs in Tweet in G9:
[3] stanfordhai,#stanfordhumanai
[2] uk,ai
[2] ai,sector
[2] sector,deal
[2] deal,cover
[2] cover,many
[2] many,areas

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@marietjeschaake
@stanfordhai
@jovialjoy
@susan_athey
@amyzegart
@erikbryn
@ericschmidt
@gewang
@dpatil
@eileendonahoe

Top Mentioned in G1:
@jovialjoy
@stanfordhai
@marietjeschaake
@amyzegart
@susan_athey
@dpatil
@reidhoffman
@stanford
@jskstanford
@ajlunited

Top Mentioned in G2:
@stanfordhai
@erikbryn
@eileendonahoe
@susan_athey
@marietjeschaake
@epicprivacy
@ericschmidt
@jessicah_newman
@whostp
@jovialjoy

Top Mentioned in G3:
@marietjeschaake
@stanfordhai
@ericschmidt
@mkratsios
@jovialjoy
@gewang
@anotheraiinart
@katecrawford
@sherrying
@osce

Top Mentioned in G4:
@marietjeschaake
@susan_athey
@stanfordhai
@erikbryn
@jovialjoy
@kendenman
@ericschmidt
@eileendonahoe
@mit_ide
@csetgeorgetown

Top Mentioned in G5:
@stanfordhai
@marietjeschaake
@gewang
@stephdink
@jovialjoy
@susan_athey
@amyzegart
@drfeifei
@jasminemcnealy
@p2173

Top Mentioned in G6:
@mrrogerc
@grottoandrew
@sammsacks
@whitey_chan
@pianwallace
@shenkuo_wu
@juliavoo
@yuanfenyang
@eileendonahoe
@mkratsios

Top Mentioned in G8:
@philbeaudoin
@element_ai
@aushumanrights
@wef
@microsoft
@udhrone

Top Mentioned in G9:
@jessicah_newman
@stanfordhai
@icracnet
@bankillerrobots
@jovialjoy

Top Mentioned in G10:
@benbendc

Top Tweeters
Top Tweeters in Entire Graph:
@saragomezaranci
@alizardx
@santchiweb
@calcaware
@dementedbonxie
@nancyrubin
@jennykim
@pcdnetwork
@hubbucket
@parvez1

Top Tweeters in G1:
@saragomezaranci
@calcaware
@jennykim
@juliebhunt
@iamaniku
@renato_umeton
@pakay20
@profkeithdevlin
@montreal_ia
@anthropunk

Top Tweeters in G2:
@parvez1
@drferdowsi
@maelorin
@virginialeiva
@thesiliconhill
@jessesprawl
@politiskosmou
@christinayiotis
@luisalb97431740
@lmbrownlee1

Top Tweeters in G3:
@dementedbonxie
@seifkabelele
@newsneus
@nyamwanda
@m_older
@beverly_davis
@presroi
@sergiocm
@cd_fuller
@thierry_dufay

Top Tweeters in G4:
@alizardx
@nancyrubin
@hubbucket
@ipfconline1
@fmfrancoise
@akhanukov
@joseph_santoro
@montreal_ai
@thecuriousluke
@b_cavello

Top Tweeters in G5:
@santchiweb
@pcdnetwork
@ceobillionaire
@bluejaybeep
@burtonlee
@mcfaul
@ethicsretweet
@caesar_x
@p2173
@paulgowder

Top Tweeters in G6:
@meta_lab
@gwbstr
@gravitas28
@whitey_chan
@brianpfonseca
@yuanfenyang
@strat122
@newamcyber
@stanfordsaparc
@cyberalexi

Top Tweeters in G7:
@strategymaestro
@ieeeypctx
@b01group
@mluxsf
@desjgner_b
@relativeread
@volhalitvinets

Top Tweeters in G8:
@wef
@aushumanrights
@microsoft
@element_ai
@udhrone
@gabuhamad

Top Tweeters in G9:
@dpmanchee
@noelsharkey
@icracnet

Top Tweeters in G10:
@fkschmidt
@benbendc


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