#ExploreSAS, Twitter, 9/16/2023 7:23:10 PM, 292545


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#ExploreSAS Twitter NodeXL SNA Map and Report for Saturday, 16 September 2023 at 18:29 UTC
#ExploreSAS Twitter NodeXL SNA Map and Report for Saturday, 16 September 2023 at 18:29 UTC
From:
marc_smith
Uploaded on:
September 16, 2023
Short Description:
#ExploreSAS via NodeXL https://bit.ly/3F0P53f
@sassoftware
@antgrasso
@kirkdborne
@thecube
@sasanalytics
@sassoftwarenews
@jennchase
@cjdinger
@microsoft
@hashtagmarketi7

Top hashtags:
#exploresas
#ai
#analytics
#machinelearning
#sashackathon
#datascience

Description:
Description
The graph represents a network of 417 Twitter users whose recent tweets contained "#ExploreSAS", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 8/1/2023 12:00:00 AM and 9/16/2023 11:29:20 AM. The network was obtained from Twitter on Saturday, 16 September 2023 at 19:03 UTC.

The tweets in the network were tweeted over the 2079-day, 12-hour, 42-minute period from Saturday, 06 January 2018 at 00:25 UTC to Saturday, 16 September 2023 at 13:07 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 417
Unique Edges : 477
Edges With Duplicates : 2071
Total Edges : 2548
Number of Edge Types : 9
Tweet : 965
Retweet : 781
MentionsInRetweet : 189
Mentions : 329
Replies to : 64
Quote : 98
MentionsInQuote : 55
MentionsInReplyTo : 64
MentionsInQuoteReply : 3
Self-Loops : 1026
Reciprocated Vertex Pair Ratio : 0.0644628099173554
Reciprocated Edge Ratio : 0.12111801242236
Connected Components : 87
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 327
Maximum Edges in a Connected Component : 2322
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.998757
Graph Density : 0.00371241468363771
Modularity : 0.190981
NodeXL Version : 1.0.1.521
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=292543
Data Import : The graph represents a network of 417 Twitter users whose recent tweets contained "#ExploreSAS", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 8/1/2023 12:00:00 AM and 9/16/2023 11:29:20 AM. The network was obtained from Twitter on Saturday, 16 September 2023 at 19:03 UTC.

The tweets in the network were tweeted over the 2079-day, 12-hour, 42-minute period from Saturday, 06 January 2018 at 00:25 UTC to Saturday, 16 September 2023 at 13:07 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : #ExploreSAS
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:
[27] http://sas.com/kirk-borne
[17] http://www.sas.com/en_us/news/press-releases/2023/september/viya-health-data-analytics-solution.html
[16] http://www.sas.com/en_us/news/press-releases/2023/september/saas-products-rapid-ai-application-development.html
[13] http://www.sas.com/en_us/news/press-releases/2023/september/faces-of-fraud-consumer-study.html
[11] https://www.thecube.net/events/sas/sas-explore-2023
[7] http://theCUBE.net
[6] http://2.sas.com/6014PLbB4
[5] http://2.sas.com/6016PIx1I
[5] http://www.sas.com/esp
[4] http://2.sas.com/6018PL2am

Top URLs in Tweet in G1:
[3] https://bit.ly/41mrCls
[2] https://www.sas.com/en_us/software/viya.html
[1] https://bit.ly/3PlSb6q

Top URLs in Tweet in G2:
[8] http://www.sas.com/en_us/news/press-releases/2023/september/viya-health-data-analytics-solution.html
[7] http://www.sas.com/en_us/news/press-releases/2023/september/saas-products-rapid-ai-application-development.html
[6] http://www.sas.com/en_us/news/press-releases/2023/september/faces-of-fraud-consumer-study.html
[1] http://2.sas.com/6015P42OX
[1] http://2.sas.com/6016PILcg
[1] http://2.sas.com/6010PwqL8
[1] http://2.sas.com/6017PQmj5
[1] http://2.sas.com/6011PjVKS
[1] http://2.sas.com/6017Pl3Qb
[1] http://2.sas.com/6012P5sH2

Top URLs in Tweet in G3:
[11] https://www.thecube.net/events/sas/sas-explore-2023
[7] http://theCUBE.net
[5] http://www.sas.com/en_us/news/press-releases/2023/september/saas-products-rapid-ai-application-development.html
[4] https://buff.ly/489ybg0
[4] https://communities.sas.com/t5/Upcoming-Events/SAS-Bowl-XXXIII-SAS-Explore-2023/ec-p/886326
[3] http://2.sas.com/6018PL2am
[3] http://www.sas.com/en_us/news/press-releases/2023/september/faces-of-fraud-consumer-study.html
[3] https://explore.sas.com/event/33f11b50-88c8-4525-ad70-86a5b527d441/websitePage:3169d95a-1f77-45e2-93fd-968feb1a813e
[2] http://2.sas.com/6043PqDh9
[2] http://www.sas.com/en_us/news/press-releases/2023/september/viya-health-data-analytics-solution.html

Top URLs in Tweet in G4:
[3] http://2.sas.com/6014PLbB4
[2] http://2.sas.com/6016PIx1I
[2] http://2.sas.com/6017PY1sL
[2] http://2.sas.com/6019PbcyR
[2] http://2.sas.com/6014PeTCy
[2] http://2.sas.com/6012PohZr
[2] http://2.sas.com/6014P2fts
[2] http://www.sas.com/esp
[2] http://www.sas.com/iotsolutions
[2] http://www.sas.com/en_us/news/press-releases/2023/september/viya-health-data-analytics-solution.html

Top URLs in Tweet in G5:
[27] http://sas.com/kirk-borne
[4] https://twitter.com/i/status/1696207685438308826
[3] https://www.sas.com/en_us/insights/articles/big-data/machine-learning-data-science-and-ai-meet-iot.html
[3] https://www.linkedin.com/posts/sas_techconnect-exploresas-activity-7105313476083908608-bTqb?utm_source=share&utm_medium=member_ios
[3] https://www.linkedin.com/posts/sas_ai-tech-exploresas-activity-7104898527121588225-cEvz
[2] https://www.sas.com/en_us/partners.html
[2] https://www.techzine.eu/blogs/analytics/108723/sas-puts-three-critical-principles-at-the-heart-of-ai-and-analytics/
[2] http://2.sas.com/6011P5Ip9
[1] https://en.m.wikipedia.org/wiki/Ozan_Varol
[1] https://www.sas.com/en_th/news/press-releases/2023/september/sas--martech-platform-integrates-with-generative-ai--.html

Top URLs in Tweet in G6:
[3] http://www.sas.com/en_us/news/press-releases/2023/september/saas-products-rapid-ai-application-development.html
[3] http://www.sas.com/en_us/news/press-releases/2023/september/viya-health-data-analytics-solution.html
[3] http://www.sas.com/analytics-iot
[3] http://www.sas.com/esp
[2] http://www.sas.com/en_us/news/press-releases/2023/september/faces-of-fraud-consumer-study.html
[1] https://blogs.sas.com/content/sasdummy/2023/08/03/sas-explore-don-mcmillan
[1] https://explore.sas.com
[1] https://youtu.be/qTKhd5OnoC0?si=KP_v4jliFl0vmIEU
[1] http://explore.sas.com
[1] https://buff.ly/3ZfDUgj

Top URLs in Tweet in G7:
[2] http://2.sas.com/6014PLbB4
[1] http://2.sas.com/6011PNGh1
[1] http://2.sas.com/6018PNGs4
[1] http://2.sas.com/6010PNyEp
[1] http://2.sas.com/6017PNHvZ
[1] http://2.sas.com/6010P5MsQ
[1] http://2.sas.com/6015PLDOl
[1] http://2.sas.com/6018PvftO
[1] http://2.sas.com/6019PtXIf
[1] http://2.sas.com/6010Pstpm

Top URLs in Tweet in G8:
[2] https://bit.ly/3PEPIW8

Top URLs in Tweet in G9:
[1] https://bit.ly/3sWSrkI

Top URLs in Tweet in G10:
[1] https://bit.ly/487IIZf
[1] http://2.sas.com/6011PNUsW
[1] http://2.sas.com/6011PoGZH
[1] http://2.sas.com/6018PeiB6
[1] http://2.sas.com/6017Pd4bb
[1] http://2.sas.com/6016PYkvy
[1] http://2.sas.com/6012PWOcE
[1] https://bit.ly/3PBg0bS
[1] https://bit.ly/3RkVBsO

Top Domains
Top Domains in Tweet in Entire Graph:
[1066] sas.com
[18] thecube.net
[12] buff.ly
[11] bit.ly
[7] linkedin.com
[5] prnewswire.com
[5] twitter.com
[4] cube365.net
[3] techzine.eu
[2] dlvr.it

Top Domains in Tweet in G1:
[4] bit.ly
[2] sas.com

Top Domains in Tweet in G2:
[214] sas.com
[1] ieee.org
[1] newswiretoday.com

Top Domains in Tweet in G3:
[215] sas.com
[18] thecube.net
[9] buff.ly
[4] cube365.net
[1] co.nz
[1] linkedin.com
[1] tinyurl.com
[1] ift.tt
[1] apple.com

Top Domains in Tweet in G4:
[182] sas.com

Top Domains in Tweet in G5:
[51] sas.com
[6] linkedin.com
[5] twitter.com
[4] prnewswire.com
[3] techzine.eu
[1] wikipedia.org
[1] healthitanalytics.com
[1] martech.org

Top Domains in Tweet in G6:
[235] sas.com
[3] buff.ly
[1] youtu.be
[1] lnkd.in
[1] prnewswire.com
[1] nytimes.com
[1] geniusbook.net

Top Domains in Tweet in G7:
[154] sas.com
[2] dlvr.it
[1] spr.ly
[1] bit.ly

Top Domains in Tweet in G8:
[2] bit.ly

Top Domains in Tweet in G9:
[1] bit.ly

Top Domains in Tweet in G10:
[6] sas.com
[3] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1937] exploresas
[377] ai
[200] analytics
[122] machinelearning
[106] sashackathon
[102] datascience
[97] sasvisionary
[76] iot
[59] generativeai
[58] sasusers



Top Hashtags in Tweet in G1:
[397] exploresas
[6] sasvisionary
[1] sashackathon

Top Hashtags in Tweet in G2:
[217] exploresas
[61] ai
[39] analytics
[16] machinelearning
[16] artificialintelligence
[16] al
[13] iot
[11] sashackathon
[10] data
[7] fraud

Top Hashtags in Tweet in G3:
[453] exploresas
[69] ai
[37] sashackathon
[37] analytics
[28] thecube
[20] sasusers
[15] generativeai
[14] machinelearning
[12] sas
[11] artificialintelligence

Top Hashtags in Tweet in G4:
[278] exploresas
[59] ai
[23] sashackathon
[23] analytics
[16] machinelearning
[13] sasusers
[10] datascience
[10] iot
[8] ml
[5] saschat

Top Hashtags in Tweet in G5:
[121] exploresas
[82] ai
[78] sasvisionary
[61] datascience
[54] machinelearning
[50] bigdata
[44] analytics
[40] generativeai
[28] deeplearning
[25] sasviya

Top Hashtags in Tweet in G6:
[250] exploresas
[56] ai
[28] iot
[22] analytics
[22] sashackathon
[14] sasusers
[13] machinelearning
[12] data
[10] datascience
[10] artificialintelligence

Top Hashtags in Tweet in G7:
[179] exploresas
[43] ai
[33] analytics
[10] sashackathon
[9] machinelearning
[9] sasusers
[6] datascience
[6] womeninstem
[5] lasvegas
[4] ml

Top Hashtags in Tweet in G8:
[3] brandweek
[1] usps
[1] uspsemployee
[1] miami
[1] dei
[1] purdueglobal
[1] exploresas
[1] adweek
[1] bcorp

Top Hashtags in Tweet in G9:
[17] exploresas
[9] sasvisionary
[5] ai
[4] df23
[3] sasvisiomary
[3] generativeai

Top Hashtags in Tweet in G10:
[11] exploresas
[3] ia
[2] ai
[1] analytics
[1] datascience
[1] womenintech
[1] artificialintelligence
[1] analítica
[1] saas

Top Words
Top Words in Tweet in Entire Graph:
[1930] #exploresas
[1750] sas
[779] ai
[577] explore
[511] vegas
[420] sassoftware
[397] analytics
[392] antgrasso
[379] viya
[377] #ai

Top Words in Tweet in G1:
[397] #exploresas
[387] antgrasso
[345] ai
[325] sas
[249] viya
[198] platform
[197] offers
[146] generative
[118] language
[118] workbench

Top Words in Tweet in G2:
[244] sas
[217] #exploresas
[96] explore
[82] vegas
[66] more
[64] ai
[61] #ai
[61] see
[57] register
[52] analytics

Top Words in Tweet in G3:
[453] #exploresas
[345] sas
[159] ai
[122] explore
[114] sassoftware
[106] vegas
[83] more
[82] analytics
[80] data
[69] #ai

Top Words in Tweet in G4:
[278] #exploresas
[239] sas
[125] vegas
[99] explore
[78] ai
[76] analytics
[72] sassoftware
[59] #ai
[53] more
[52] sept

Top Words in Tweet in G5:
[125] sassoftware
[121] #exploresas
[104] sas
[82] #ai
[78] #sasvisionary
[62] explore
[61] #datascience
[54] #machinelearning
[50] #bigdata
[45] vegas

Top Words in Tweet in G6:
[297] sas
[250] #exploresas
[129] explore
[85] vegas
[76] analytics
[71] more
[68] register
[66] ai
[56] #ai
[53] see

Top Words in Tweet in G7:
[175] sas
[172] #exploresas
[63] sassoftware
[61] vegas
[59] explore
[46] data
[45] ai
[43] #ai
[37] analytics
[36] 11

Top Words in Tweet in G8:
[3] #brandweek
[2] chrisariens
[2] cherilynm
[2] viralnationinc
[2] adweek
[2] nodexl
[2] jennchase

Top Words in Tweet in G9:
[17] #exploresas
[13] mypov
[12] sassoftware
[9] #sasvisionary
[9] rwang0
[8] ai
[7] sas
[5] #ai
[5] kirkdborne
[5] time

Top Words in Tweet in G10:
[11] #exploresas
[6] nuestro
[6] datos
[4] sas
[4] vegas
[4] ia
[4] generativa
[4] sasespana
[3] semana
[3] #ia

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[539] sas,explore
[354] sas,viya
[244] generative,ai
[240] 11,14
[231] sept,11
[208] antgrasso,#exploresas
[152] #exploresas,sas
[142] viya,workbench
[137] live,#exploresas
[122] #exploresas,2023

Top Word Pairs in Tweet in G1:
[249] sas,viya
[204] antgrasso,#exploresas
[146] generative,ai
[134] #exploresas,sas
[118] viya,workbench
[114] live,#exploresas
[113] #exploresas,2023
[111] antgrasso,live
[73] reshaping,industries
[73] significant,revenue

Top Word Pairs in Tweet in G2:
[89] sas,explore
[44] sept,11
[44] 11,14
[28] jim,goodnight
[28] offers,resume
[28] sas,ceo
[28] goodnight,see
[28] event,offers
[28] thank,#exploresas
[28] resume,boost

Top Word Pairs in Tweet in G3:
[111] sas,explore
[46] sept,11
[46] 11,14
[37] sas,viya
[34] generative,ai
[23] live,coverage
[20] ai,analytics
[20] allie,miller
[18] overall,winner
[17] artificial,intelligence

Top Word Pairs in Tweet in G4:
[94] sas,explore
[48] 11,14
[47] sept,11
[22] allie,miller
[21] generative,ai
[20] artificial,intelligence
[19] sas,viya
[18] ai,analytics
[16] 14,vegas
[14] explore,vegas

Top Word Pairs in Tweet in G5:
[60] sas,explore
[40] #exploresas,#sasvisionary
[36] #ai,#analytics
[35] #analytics,#datascience
[32] sassoftware,#exploresas
[31] #bigdata,#ai
[25] #exploresas,#bigdata
[25] #datascience,#machinelearning
[21] discount,code
[20] register,sas

Top Word Pairs in Tweet in G6:
[121] sas,explore
[46] 11,14
[45] sept,11
[24] sas,viya
[21] 14,vegas
[20] vegas,sept
[17] #iot,#exploresas
[15] register,#exploresas
[15] advanced,analytics
[14] #exploresas,vegas

Top Word Pairs in Tweet in G7:
[54] sas,explore
[35] 11,14
[31] sept,11
[17] allie,miller
[16] don,mcmillan
[13] generative,ai
[12] artificial,intelligence
[11] sas,developer
[10] open,source
[10] sas,customer

Top Word Pairs in Tweet in G8:
[2] jennchase,cherilynm
[2] chrisariens,jennchase
[2] viralnationinc,chrisariens
[2] adweek,viralnationinc
[2] nodexl,adweek
[2] #brandweek,nodexl

Top Word Pairs in Tweet in G9:
[9] #exploresas,#sasvisionary
[6] rwang0,mypov
[5] sassoftware,#exploresas
[4] #df23,#exploresas
[3] treat,dinner
[3] mypov,time
[3] dinner,bluelippy
[3] keynote,sassoftware
[3] talking,#ai
[3] mypov,such

Top Word Pairs in Tweet in G10:
[3] nuestro,#exploresas
[3] nuestro,enfoque
[3] enfoque,ia
[3] ia,generativa
[3] generativa,centrado
[3] centrado,datos
[3] #exploresas,2023
[3] vegas,nuestro
[3] siendo,nuestro
[3] #exploresas,vegas

Top Replied-To
Top Replied-To in Entire Graph:
@sassoftware
@homesatmetacoda
@sarbjeetjohal
@thecube
@malorygraybush
@salkhanacademy
@rwang0
@boomskats
@wwchanneljohn
@johnnocarey

Top Replied-To in G3:
@homesatmetacoda
@thecube
@sarbjeetjohal
@salkhanacademy
@rwang0
@tdsynnex
@alex_theanalyst
@wwchanneljohn
@malorygraybush
@johnnocarey

Top Replied-To in G4:
@rwang0
@shannonheathpr
@phs_technology
@mnemecek
@djdaywon
@trentsmithnc
@malorygraybush
@sassoftware

Top Replied-To in G5:
@sassoftware
@sasanalytics

Top Replied-To in G6:
@cjdinger

Top Replied-To in G7:
@dseptoff

Top Replied-To in G9:
@mgmresortsintl

Top Replied-To in G10:
@sglavo

Top Mentioned
Top Mentioned in Entire Graph:
@sassoftware
@antgrasso
@thecube
@kirkdborne
@sassoftwarenews
@bryanharris
@microsoft
@cjdinger
@tdsynnex
@sasanalytics

Top Mentioned in G1:
@antgrasso
@sassoftware

Top Mentioned in G3:
@sassoftware
@thecube
@bryanharris
@microsoft
@sassoftwarenews
@alliekmiller
@kirkdborne
@alisonbolen
@sasanalytics
@furrier

Top Mentioned in G4:
@sassoftware
@sassoftwarenews
@thecube
@sasanalytics
@microsoft
@cjdinger
@snowflakedb
@migros_turkiye
@tdsynnex
@singlestoredb

Top Mentioned in G5:
@sassoftware
@kirkdborne
@michelenull
@antgrasso
@alisonbolen
@brieboothby
@dukehealth
@rwang0
@tdsynnex
@thecube

Top Mentioned in G6:
@sassoftware
@cjdinger
@homesatmetacoda
@salkhanacademy
@donmcmillan
@bryanharris
@jmrourke
@thecube
@alisonbolen
@melodie_rush

Top Mentioned in G7:
@sassoftware
@tdsynnex
@snowflakedb
@singlestoredb
@intel
@microsoft
@cjdinger
@thecube
@sas_cares

Top Mentioned in G8:
@nodexl
@adweek
@viralnationinc
@chrisariens
@jennchase
@cherilynm
@rethanbraden
@purdueglobal
@zachbraff
@yaqub__m

Top Mentioned in G9:
@sassoftware
@rwang0
@kirkdborne
@bluelippy
@sassoftwarenews
@shannonheathpr
@singlestoredb
@alex_theanalyst
@microsoft
@thecube

Top Mentioned in G10:
@sasespana
@computerworldes
@sassoftware
@microsoftes

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@evankirstel
@ricardo_ik_ahau
@nytimes
@rwang0
@cyb3rb0r6
@yvesmulkers
@luengo1958
@yaqub__m
@fmfrancoise

Top Tweeters in G1:
@yvesmulkers
@ipfconline1
@ene3112
@3itcom
@elcavalos
@reveldes_vdv
@molacc
@pierrepinna
@rosycoaching
@sulefati7

Top Tweeters in G2:
@albertqian
@newswiretoday
@sasitaly
@sarahlamm
@drkeil
@sasforums
@sasgreece
@sas_portugal
@idsiaducki
@jorib

Top Tweeters in G3:
@delta
@fmfrancoise
@mrbolton_sql
@discover
@sarbjeetjohal
@thecube
@homesatmetacoda
@ronaldobianque9
@techguy
@siliconangle

Top Tweeters in G4:
@ultabeauty
@iainljbrown
@sassoftware
@virginmoney
@ladwp
@the_realtahir
@migros_turkiye
@cfpatrick
@peterlavers
@cambridge_uni

Top Tweeters in G5:
@ricardo_ik_ahau
@luengo1958
@kirkdborne
@townperson2
@dougonipcomm
@black_dragon123
@christo48746457
@drslice01
@anglehernandez
@datasciencedojo

Top Tweeters in G6:
@nytimes
@stefihane
@emollick
@digital_howell
@susancain
@caseynewton
@cjdinger
@hrhtcat
@dmitchell_
@melodie_rush

Top Tweeters in G7:
@channelfutures
@sas_cares
@intel
@snowflakedb
@sas_dach
@singlestoredb
@sas_anz
@sasbelux
@sasasiapacific
@sas_turkiye

Top Tweeters in G8:
@yaqub__m
@adweek
@hashtagmarketi7
@purdueglobal
@notteham
@nodexl
@chrisariens
@rethanbraden
@viralnationinc
@zachbraff

Top Tweeters in G9:
@evankirstel
@rwang0
@cyb3rb0r6
@holgermu
@mmarilacr
@constellationr
@kdelano001
@sas
@mgmresortsintl
@bluelippy

Top Tweeters in G10:
@computerworldes
@dealerworldes
@microsoftes
@sasespana
@ireneialv


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