#hopeconf, Twitter, 7/25/2020 5:32:07 PM, 231101


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#hopeconf Twitter NodeXL SNA Map and Report for Saturday, 25 July 2020 at 17:00 UTC
#hopeconf Twitter NodeXL SNA Map and Report for Saturday, 25 July 2020 at 17:00 UTC
From:
marc_smith
Uploaded on:
July 25, 2020
Short Description:
#hopeconf via NodeXL https://bit.ly/2COksRN
@hopeconf
@2600
@eff
@jrwr
@defcon201nj
@1c75a
@isoc_live
@volt4ire
@kali0x2a
@indiecom

Top hashtags:
#hopeconf
#hope2020
#rt
#defcon201
#dc201
#hope13
#hope
#hacktivism
#cdc
#cultofthedeadcow

Description:
Description
The graph represents a network of 155 Twitter users whose recent tweets contained "#hopeconf", 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 Saturday, 25 July 2020 at 17:06 UTC.

The tweets in the network were tweeted over the 8-day, 1-hour, 3-minute period from Friday, 17 July 2020 at 15:51 UTC to Saturday, 25 July 2020 at 16:55 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 : 155
Unique Edges : 235
Edges With Duplicates : 74
Total Edges : 309
Number of Edge Types : 5
Retweet : 166
Mentions : 37
Tweet : 27
MentionsInRetweet : 76
Replies to : 3
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0.033195020746888
Reciprocated Edge Ratio : 0.0642570281124498
Connected Components : 11
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 130
Maximum Edges in a Connected Component : 282
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.524548
Graph Density : 0.0104315039798911
Modularity : 0.470285
NodeXL Version : 1.0.1.438
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231099
Data Import : The graph represents a network of 155 Twitter users whose recent tweets contained "#hopeconf", 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 Saturday, 25 July 2020 at 17:06 UTC.

The tweets in the network were tweeted over the 8-day, 1-hour, 3-minute period from Friday, 17 July 2020 at 15:51 UTC to Saturday, 25 July 2020 at 16:55 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 : #hopeconf
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[33] https://www.hope.net/stream.html
[30] https://hope.net/
[11] https://www.youtube.com/watch?v=EUKd6M7zO8w

[5] https://grafana.hope.net/?search=open
[4] https://hope.net/stream.html
[3] https://eff.org/HOPE
[2] https://scheduler.hope.net/hope2020/schedule/
[2] https://www.pscp.tv/w/cert4DF4ZUtXWHdlWE96alB8MWVhSmJ6ZXdBT2VKWCNch_PYQr184r2qE5v7fBZf9nJds_gXSCfjwOT62NWn
[2] https://isoc.live/12526/
[2] https://element.io/blog/welcome-to-element/

Top URLs in Tweet in G1:
[29] https://www.hope.net/stream.html
[22] https://hope.net/
[9] https://www.youtube.com/watch?v=EUKd6M7zO8w

[1] https://twitter.com/dagda/status/1286974869071110144
[1] https://scheduler.hope.net/hope2020/talk/NTN8MF/
[1] https://twitter.com/hopeconf/status/1286963414385012737

Top URLs in Tweet in G2:
[5] https://grafana.hope.net/?search=open
[1] https://hope.net/bumps.html
[1] https://wiki.hope.net/index.php?title=LIVESTREAM

Top URLs in Tweet in G3:
[3] https://eff.org/HOPE
[2] https://www.eff.org/deeplinks/2020/07/eff-hope-2020

Top URLs in Tweet in G4:
[2] https://hope.net/
[2] https://hope.net/stream.html
[2] https://scheduler.hope.net/hope2020/schedule/
[1] https://go.defmethod.com/l/852733/2020-07-21/ycch/3263
[1] https://hope.net/bumps.html
[1] https://www.youtube.com/watch?v=EUKd6M7zO8w&feature=youtu.be

[1] https://supporters.eff.org/donate/HOPE2020
[1] https://twitter.com/hopeconf/status/1284141555369021442
[1] https://scheduler.hope.net/hope2020/talk/QMDUXG/
[1] https://store.2600.com/products/tickets-to-hope-2020-third-batch

Top URLs in Tweet in G5:
[3] https://hope.net/
[3] https://www.hope.net/stream.html
[1] https://medium.com/@defcon201/ultimate-hacker-summer-camp-part-one-hope-2020-36f820548e?sk=96064639241b14bc9246f78b310bfc54
[1] https://www.twitch.tv/defcon201live
[1] https://dlive.tv/defcon201
[1] https://www.youtube.com/channel/UCYDQaOHbK5trRU2CDgb0qSg
[1] https://www.twitch.tv/isoclive
[1] https://twitter.com/2600/status/1287009014396727296
[1] https://twitter.com/josephmenn/status/1286834498768965632

Top URLs in Tweet in G6:
[1] https://hope.net/

Top URLs in Tweet in G7:
[2] https://hope.net/
[2] https://hope.net/stream.html
[1] https://twitter.com/hopeconf/status/1286963414385012737
[1] https://www.youtube.com/watch?v=EUKd6M7zO8w&app=desktop

[1] https://www.instagram.com/p/CDEUqYDgnRD/?igshid=1tgb6rlsvgm6i
[1] https://isoc.live/12526/

Top URLs in Tweet in G8:
[2] https://www.pscp.tv/w/cert4DF4ZUtXWHdlWE96alB8MWVhSmJ6ZXdBT2VKWCNch_PYQr184r2qE5v7fBZf9nJds_gXSCfjwOT62NWn
[1] https://www.pscp.tv/w/cesJ9DF4ZUtXWHdlWE96alB8MWpNSmdYbm5ab2d4TDXoZ6Cr48xwGE8265c0jpYBWCxnq5fZjNIV4jyhyGuw
[1] https://www.pscp.tv/w/cerRwzF4ZUtXWHdlWE96alB8MVlxR29SWk9lT2xLdqlozgEIGJr8MGR5iSlgcaF_yS_Erjj3S2-2Yp_fDTu2
[1] https://isoc.live/12526/
[1] https://www.pscp.tv/ISOC_Live/1lPJqLzlAEQGb
[1] https://www.pscp.tv/w/cer8ATF4ZUtXWHdlWE96alB8MXZPR3drUFBMZ2dHQniK4ybRlCs0eJTrXrUcUfcGAb4EdOUqvbDpzUF8c_my
[1] https://www.hope.net/stream.html
[1] https://www.youtube.com/watch?v=EUKd6M7zO8w


Top URLs in Tweet in G9:
[2] https://element.io/blog/welcome-to-element/
[1] https://www.youtube.com/watch?v=EUKd6M7zO8w


Top Domains
Top Domains in Tweet in Entire Graph:
[79] hope.net
[14] youtube.com
[6] pscp.tv
[6] twitter.com
[6] eff.org
[2] twitch.tv
[2] isoc.live
[2] element.io
[1] defmethod.com
[1] instagram.com

Top Domains in Tweet in G1:
[52] hope.net
[9] youtube.com
[2] twitter.com

Top Domains in Tweet in G2:
[7] hope.net

Top Domains in Tweet in G3:
[5] eff.org

Top Domains in Tweet in G4:
[8] hope.net
[1] defmethod.com
[1] youtube.com
[1] eff.org
[1] twitter.com
[1] 2600.com

Top Domains in Tweet in G5:
[6] hope.net
[2] twitch.tv
[2] twitter.com
[1] medium.com
[1] dlive.tv
[1] youtube.com

Top Domains in Tweet in G6:
[1] hope.net

Top Domains in Tweet in G7:
[4] hope.net
[1] twitter.com
[1] youtube.com
[1] instagram.com
[1] isoc.live

Top Domains in Tweet in G8:
[6] pscp.tv
[1] isoc.live
[1] hope.net
[1] youtube.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[140] hopeconf
[29] hope2020
[7] rt
[5] defcon201
[5] dc201
[4] hope13
[2] hope
[1] hacktivism
[1] cdc
[1] cultofthedeadcow



Top Hashtags in Tweet in G1:
[47] hopeconf
[2] hope2020

Top Hashtags in Tweet in G2:
[8] hopeconf
[6] hope2020
[1] hope13
[1] hopebumps
[1] rt

Top Hashtags in Tweet in G3:
[21] hopeconf
[5] rt

Top Hashtags in Tweet in G4:
[14] hopeconf
[7] hope2020
[3] hope13
[2] hope
[1] vancouver
[1] rt

Top Hashtags in Tweet in G5:
[14] hopeconf
[8] hope2020
[5] defcon201
[5] dc201
[1] twitch
[1] kodi

Top Hashtags in Tweet in G6:
[13] hopeconf

Top Hashtags in Tweet in G7:
[9] hopeconf
[2] hope2020

Top Hashtags in Tweet in G8:
[8] hopeconf
[1] hacktivism
[1] cdc
[1] cultofthedeadcow

Top Hashtags in Tweet in G9:
[3] hopeconf
[2] hope2020

Top Hashtags in Tweet in G10:
[1] defconsafemode
[1] hopeconf

Top Words
Top Words in Tweet in Entire Graph:
[217] #hopeconf
[170] hope
[68] #hope2020
[68] talks
[56] eff
[54] hopeconf
[51] 2020
[48] online
[45] make
[41] year

Top Words in Tweet in G1:
[63] hope
[57] #hopeconf
[26] 2020
[22] everyone
[22] weekend
[21] take
[21] seats
[21] begin
[12] week
[11] officially

Top Words in Tweet in G2:
[43] #hopeconf
[37] hope
[28] #hope2020
[26] make
[25] over
[21] talks
[18] see
[14] eff
[13] live
[12] online

Top Words in Tweet in G3:
[35] hope
[33] eff
[32] #hopeconf
[30] talks
[20] year
[17] week
[15] attending
[15] sure
[15] check
[15] happening

Top Words in Tweet in G4:
[28] #hopeconf
[18] hopeconf
[15] earth
[12] #hope2020
[11] hackers
[11] planet
[9] july
[9] hope
[8] speaking
[8] everyone

Top Words in Tweet in G5:
[20] #hopeconf
[13] #hope2020
[12] hopeconf
[8] amp
[7] hope
[7] twitch
[6] youtube
[5] breaking
[5] #defcon201
[5] restream

Top Words in Tweet in G6:
[13] hackers
[13] planet
[13] earth
[13] hope
[13] conference
[13] #hopeconf
[13] starts
[13] tomorrow
[13] one
[13] favorite

Top Words in Tweet in G7:
[9] #hopeconf
[5] 2020
[3] hope
[2] workshops
[2] #hope2020
[2] take
[2] online
[2] 25
[2] hackers
[2] conference

Top Words in Tweet in G8:
[8] #hopeconf
[2] 2020
[2] defend
[2] system
[2] binary
[2] recompilation
[2] david
[2] williams
[2] king

Top Words in Tweet in G9:
[3] #hopeconf
[3] #hope2020
[2] somehow
[2] missed
[2] news
[2] riot
[2] default
[2] matrixdotorg
[2] client
[2] renamed

Top Words in Tweet in G10:
[6] aug
[2] 2600's
[2] hope
[2] defcon
[2] moved
[2] online
[2] conferences
[2] jul
[2] 25
[2] lmk

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[44] hope,2020
[30] #hope2020,#hopeconf
[29] #hopeconf,#hope2020
[27] hackers,planet
[27] planet,earth
[26] hope,weekend
[25] everyone,take
[25] take,seats
[25] seats,hope
[25] 2020,begin

Top Word Pairs in Tweet in G1:
[26] hope,2020
[22] hope,weekend
[21] everyone,take
[21] take,seats
[21] seats,hope
[21] 2020,begin
[21] begin,#hopeconf
[11] officially,hope
[11] weekend,followed
[11] followed,hope

Top Word Pairs in Tweet in G2:
[14] #hopeconf,#hope2020
[14] #hope2020,#hopeconf
[11] hope,starts
[11] starts,over
[11] over,three
[11] three,hours
[11] hours,streaming
[11] streaming,over
[11] over,livestream
[11] livestream,periscope

Top Word Pairs in Tweet in G3:
[15] attending,hope
[15] hope,year
[15] year,sure
[15] sure,check
[15] check,eff
[15] eff,talks
[15] talks,happening
[15] happening,throughout
[15] throughout,week
[15] week,#hopeconf

Top Word Pairs in Tweet in G4:
[11] hackers,planet
[11] planet,earth
[7] #hope2020,#hopeconf
[6] hopeconf,#hopeconf
[5] july,25
[5] 25,august
[5] hopeconf,starts
[5] #hopeconf,#hope2020
[5] during,event
[5] #hopeconf,#hope13

Top Word Pairs in Tweet in G5:
[5] breaking,#defcon201
[5] #defcon201,restream
[5] restream,hopeconf
[5] hopeconf,twitch
[5] twitch,stream
[5] stream,#hope2020
[5] #hope2020,keynotes
[5] keynotes,#dc201
[5] #dc201,commentary
[5] commentary,#hopeconf

Top Word Pairs in Tweet in G6:
[13] hackers,planet
[13] planet,earth
[13] earth,hope
[13] hope,conference
[13] conference,#hopeconf
[13] #hopeconf,starts
[13] starts,tomorrow
[13] tomorrow,one
[13] one,favorite
[13] favorite,events

Top Word Pairs in Tweet in G7:
[3] hope,2020
[2] #hopeconf,#hope2020

Top Word Pairs in Tweet in G8:
[2] #hopeconf,defend
[2] defend,system
[2] system,binary
[2] binary,recompilation
[2] recompilation,david
[2] david,williams
[2] williams,king

Top Word Pairs in Tweet in G9:
[3] #hopeconf,#hope2020
[2] somehow,missed
[2] missed,news
[2] news,riot
[2] riot,default
[2] default,matrixdotorg
[2] matrixdotorg,client
[2] client,renamed
[2] renamed,element
[2] element,#hopeconf

Top Word Pairs in Tweet in G10:
[4] aug,aug
[2] 2600's,hope
[2] hope,defcon
[2] defcon,moved
[2] moved,online
[2] online,conferences
[2] conferences,jul
[2] jul,25
[2] 25,aug
[2] aug,lmk

Top Replied-To
Top Replied-To in Entire Graph:
@hopeconf

Top Replied-To in G1:
@hopeconf

Top Replied-To in G4:
@hopeconf

Top Mentioned
Top Mentioned in Entire Graph:
@hopeconf
@2600
@eff
@twitch
@leotanczt
@twitchsie
@dlive_retweet
@youtube
@emmangoldstein
@vcfederation

Top Mentioned in G1:
@leotanczt
@hopeconf
@2600

Top Mentioned in G2:
@hopeconf
@leotanczt
@eff

Top Mentioned in G3:
@hopeconf
@eff

Top Mentioned in G4:
@hopeconf
@leotanczt
@aniampiotrowska
@eff
@2600

Top Mentioned in G5:
@hopeconf
@twitch
@twitchsie
@dlive_retweet
@youtube
@emmangoldstein
@2600
@vcfederation
@njgov

Top Mentioned in G8:
@oxbloodruffin
@josephmenn

Top Mentioned in G9:
@matrixdotorg
@hopeconf

Top Mentioned in G10:
@llamatipping

Top Tweeters
Top Tweeters in Entire Graph:
@twitchsie
@kmontenegro
@annfinster
@youranonriots
@hironobusuzuki
@mauropm
@xionyc
@thepumamama
@eighttons
@2ndleprechaun

Top Tweeters in G1:
@eighttons
@taonf
@elkentaro
@ryanlouie
@azisaz
@harlemedic
@lgbral
@oyveyistmir_
@squelchtone
@dj_ir0ngruve

Top Tweeters in G2:
@xionyc
@kim_crawley
@hacks4pancakes
@aimee_maree
@hlinke
@wikinaut
@paulasimoes
@jonnnubian
@ajustconspiracy
@andrew_strutt

Top Tweeters in G3:
@kmontenegro
@annfinster
@youranonriots
@mauropm
@thepumamama
@jasonsnitker
@geomeek
@telemachusrome
@rauliki
@orattorney

Top Tweeters in G4:
@1c75a
@ajuvo
@kali0x2a
@globalnomad_
@leotanczt
@harryhalpin
@linse
@_douglasesteves
@lwh
@defmethodinc

Top Tweeters in G5:
@twitchsie
@2ndleprechaun
@fortyseven
@virtadpt
@defcon201nj
@youtube
@twitch
@dlive_retweet
@emmangoldstein
@indiecom

Top Tweeters in G6:
@hironobusuzuki
@almu_hs
@getgnu
@debiantr
@imdk_smammy
@joevinegar
@fsf
@mmaug
@dlmayhem
@andgafet

Top Tweeters in G7:
@afreeamerican
@jeffrey_roe
@bajabanjo
@christiansenn
@jolymacfie
@dprebreza
@toholdaquill

Top Tweeters in G8:
@oxbloodruffin
@josephmenn
@jrwr
@isoc_live

Top Tweeters in G9:
@emax
@matrixdotorg
@volt4ire

Top Tweeters in G10:
@corq
@ballew
@llamatipping


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