NodeXL, Twitter, 12/5/2020 6:37:12 PM, 242732


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NodeXL Twitter NodeXL SNA Map and Report for Saturday, 05 December 2020 at 18:26 UTC
NodeXL Twitter NodeXL SNA Map and Report for Saturday, 05 December 2020 at 18:26 UTC
From:
arber.ceni
Uploaded on:
December 05, 2020
Short Description:
NodeXL via NodeXL https://bit.ly/2JSGFkO
@nodexl
@salhaj
@ronald_vanloon
@vivianfrancos
@mihkal
@fmfrancoise
@eli_krumova
@smr_foundation
@chidambara09
@analytics_699

Top hashtags:
#ai
#iot
#digitaltransformation
#technology
#ml
#nodexl
#mi
#it
#socialmedia

Description:
Description
The graph represents a network of 527 Twitter users whose recent tweets contained "NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Saturday, 05 December 2020 at 18:30 UTC.

The tweets in the network were tweeted over the 2-day, 23-hour, 35-minute period from Wednesday, 02 December 2020 at 18:35 UTC to Saturday, 05 December 2020 at 18:10 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 : 527
Unique Edges : 2053
Edges With Duplicates : 1656
Total Edges : 3709
Number of Edge Types : 5
MentionsInRetweet : 2323
Mentions : 936
Replies to : 68
Retweet : 347
Tweet : 35
Self-Loops : 48
Reciprocated Vertex Pair Ratio : 0.0513338722716249
Reciprocated Edge Ratio : 0.0976547481737793
Connected Components : 5
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 520
Maximum Edges in a Connected Component : 3702
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.064172
Graph Density : 0.00938304918434932
Modularity : 0.414555
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 527 Twitter users whose recent tweets contained "NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Saturday, 05 December 2020 at 18:30 UTC.

The tweets in the network were tweeted over the 2-day, 23-hour, 35-minute period from Wednesday, 02 December 2020 at 18:35 UTC to Saturday, 05 December 2020 at 18:10 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 : NodeXL
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[58] https://www.eventbrite.co.uk/e/social-media-research-social-network-analysis-using-nodexl-tickets-130885242283
[39] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242569
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242601
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242702
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239607
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242087
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242578
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242597
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242684
[7] https://www2.deloitte.com/us/en/insights/focus/technology-and-the-future-of-work/intelligent-automation-2020-survey-results.html

Top URLs in Tweet in G1:
[57] https://www.eventbrite.co.uk/e/social-media-research-social-network-analysis-using-nodexl-tickets-130885242283
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242684
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242670
[4] https://twitter.com/NodeXLAcademy/status/1334624292345180161
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242654
[4] https://twitter.com/nodexl/status/1129431643272257536
[3] http://nodexlgraphgallery.org/Pages/Default.aspx?search=%23ema20
[3] https://twitter.com/marc_smith/status/1334909223814062080
[3] https://twitter.com/NodeXLAcademy/status/1334189783069896706
[3] https://www.eeie.fr/webinar-eeie-09-investigations-sur-twitter/

Top URLs in Tweet in G2:
[37] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242569
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242601
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239607
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242087
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242578
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242702
[5] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238834#headerTopVertices
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242605
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238428
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242597

Top URLs in Tweet in G3:
[7] https://www2.deloitte.com/us/en/insights/focus/technology-and-the-future-of-work/intelligent-automation-2020-survey-results.html
[6] https://rossdawson.com/blog/timeline-emerging-science-technology-visual-framework/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242601
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242720
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242594
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237766
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242578
[1] http://feifannb.win.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242637
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242702

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242600
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242597
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242647
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242692
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242569
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242702
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242606
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242706
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242587
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242576

Top URLs in Tweet in G5:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242702
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242597
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241433
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242578
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242569

Top URLs in Tweet in G6:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242630
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242629

Top URLs in Tweet in G7:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242680
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242570

Top URLs in Tweet in G8:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242620

Top URLs in Tweet in G9:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242594

Top URLs in Tweet in G10:
[1] https://twitter.com/CitSciOZ/status/1230246776034095106?s=20

Top Domains
Top Domains in Tweet in Entire Graph:
[217] nodexlgraphgallery.org
[58] co.uk
[43] twitter.com
[17] mtr.cool
[7] deloitte.com
[6] youtube.com
[6] rossdawson.com
[4] wordpress.com
[3] eeie.fr
[3] gijn.org

Top Domains in Tweet in G1:
[57] co.uk
[34] twitter.com
[30] nodexlgraphgallery.org
[17] mtr.cool
[4] youtube.com
[3] eeie.fr
[3] gijn.org
[3] scotpublichealth.com
[2] powerbi.com
[2] bmj.com

Top Domains in Tweet in G2:
[133] nodexlgraphgallery.org
[8] twitter.com
[1] youtube.com
[1] co.uk

Top Domains in Tweet in G3:
[11] nodexlgraphgallery.org
[7] deloitte.com
[6] rossdawson.com

Top Domains in Tweet in G4:
[17] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[17] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[3] nodexlgraphgallery.org

Top Domains in Tweet in G7:
[2] nodexlgraphgallery.org

Top Domains in Tweet in G8:
[3] nodexlgraphgallery.org

Top Domains in Tweet in G9:
[1] nodexlgraphgallery.org

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[191] ai
[164] iot
[101] digitaltransformation
[88] technology
[84] ml
[82] nodexl
[82] mi
[82] it
[79] socialmedia
[68] automation



Top Hashtags in Tweet in G1:
[72] nodexl
[63] socialmedia
[55] phdchat
[38] sna
[34] analytics
[32] hashtag
[31] seohashtag
[14] ema20
[11] ai
[10] emafinal

Top Hashtags in Tweet in G2:
[65] ai
[57] iot
[45] bigdata
[38] selfdrivingcars
[31] datascience
[22] analytics
[17] machinelearning
[16] iiot
[15] socialmedia
[14] digitaltransformation

Top Hashtags in Tweet in G3:
[93] ai
[92] iot
[84] digitaltransformation
[77] technology
[71] ml
[71] mi
[71] it
[59] automation
[46] robotic
[46] innovation

Top Hashtags in Tweet in G4:
[6] koronafi
[6] ai
[4] politiikka
[4] korona
[3] eduskunta
[3] iot
[3] bigdata
[3] covid19
[2] hallitus
[2] keskusta

Top Hashtags in Tweet in G5:
[15] ai
[3] nonprofit
[2] iot
[1] bigdata
[1] businessanalytics
[1] frenchtech
[1] socialmedia
[1] selfdrivingcars
[1] robotic
[1] ml

Top Hashtags in Tweet in G6:
[2] lthechat
[2] phdlife
[2] studentengagement
[1] advancehe_chat
[1] legonutscigradgoesphd
[1] 52etc
[1] phdchat
[1] socmedhe20
[1] socmedhe19
[1] socmedhe

Top Hashtags in Tweet in G7:
[4] aejmcchats
[2] research
[2] journalism
[2] media
[2] communication
[2] smprofs
[2] prprofs
[2] highered

Top Hashtags in Tweet in G8:
[4] ces2021
[1] 5g
[1] ai
[1] iot
[1] 4ir
[1] futureofwork
[1] broadband
[1] digitaltransformation
[1] ar
[1] automation

Top Hashtags in Tweet in G9:
[2] influencers

Top Words
Top Words in Tweet in Entire Graph:
[480] nodexl
[319] #ai
[286] #iot
[210] top
[183] hashtags
[171] social
[170] #bigdata
[141] #analytics
[126] #datascience
[122] #digitaltransformation

Top Words in Tweet in G1:
[168] social
[135] nodexl
[116] media
[72] #nodexl
[72] research
[65] data
[63] #socialmedia
[62] network
[57] analysis
[57] using

Top Words in Tweet in G2:
[177] nodexl
[160] #ai
[146] #iot
[129] top
[126] #bigdata
[109] hashtags
[105] #datascience
[91] #analytics
[68] analytics_699
[67] #iiot

Top Words in Tweet in G3:
[110] nodexl
[102] #ai
[101] #iot
[91] cc
[88] #digitaltransformation
[84] williamstim
[77] #technology
[77] jamesmarland
[72] #ml
[71] #mi

Top Words in Tweet in G4:
[17] nodexl
[16] top
[16] hashtags
[11] salhaj
[8] alalibrary
[7] #ai
[6] #koronafi
[5] ambrowoll
[4] #politiikka
[4] marinsanna

Top Words in Tweet in G5:
[30] #ai
[20] nodexl
[17] top
[17] hashtags
[17] #iot
[16] #bigdata
[15] ronald_vanloon
[14] chidambara09
[14] #machinelearning
[14] enricomolinari

Top Words in Tweet in G6:
[7] socmedhe
[6] nodexl
[5] wentale
[5] belld17
[5] clairecollins8
[5] realtimeedu
[5] lindakkaye
[5] tryberg
[5] mbhaslam
[3] suebecks

Top Words in Tweet in G7:
[4] #aejmcchats
[2] tuesday
[2] nodexl
[2] aejmc
[2] willthewordguy
[2] fitch_kate
[2] jamifullerton
[2] unosmlre
[2] communo
[2] ginaluttrell

Top Words in Tweet in G8:
[6] #ces2021
[3] nodexl
[3] amd
[3] ces
[3] lisasu
[3] externalbuilder
[3] redgamingtech
[3] garyshapiro
[3] cci_inter_na
[3] scanmyphotos

Top Words in Tweet in G9:
[6] enricomolinari
[6] dansar39
[6] chidambara09
[5] traveltech
[4] nodexl
[4] indianrootscom
[4] 30xcodes
[4] lottmus
[4] atout_france
[4] amadeusitgroup

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[181] top,hashtags
[153] #ai,#iot
[118] social,media
[83] hashtags,#ai
[82] #ml,#mi
[82] #it,cc
[69] #ai,#analytics
[59] nodexl,loomiassistant
[59] loomiassistant,williamstim
[59] williamstim,shapshak

Top Word Pairs in Tweet in G1:
[116] social,media
[56] media,data
[55] #phdchat,#socialmedia
[52] media,research
[52] social,network
[52] network,analysis
[52] analysis,using
[50] research,social
[48] analyse,social
[48] using,nodexl

Top Word Pairs in Tweet in G2:
[109] top,hashtags
[63] #ai,#analytics
[62] hashtags,#ai
[42] nodexl,pinakilaskar
[42] #bigdata,#iiot
[41] #ai,#iot
[38] #analytics,#iot
[37] #selfdrivingcars,nodexl
[37] pinakilaskar,robotconsumer
[37] robotconsumer,analytics_699

Top Word Pairs in Tweet in G3:
[97] #ai,#iot
[71] #ml,#mi
[71] #it,cc
[52] nodexl,loomiassistant
[52] loomiassistant,williamstim
[52] williamstim,shapshak
[52] shapshak,jamesmarland
[46] #robotic,hair
[46] hair,washer
[46] washer,patosins

Top Word Pairs in Tweet in G4:
[16] top,hashtags
[11] salhaj,top
[4] hashtags,#ai
[4] alalibrary,nodexl
[4] nodexl,alalibrary
[4] alalibrary,monsarkhe
[4] monsarkhe,sexharassed
[4] sexharassed,arjun_sanyal
[4] arjun_sanyal,authorlisafipps
[4] authorlisafipps,indiebound

Top Word Pairs in Tweet in G5:
[17] top,hashtags
[14] hashtags,#ai
[13] artificial,intelligence
[13] intelligence,#ai
[13] #ai,nodexl
[13] nodexl,artificialbra1n
[13] artificialbra1n,education_24x7
[13] education_24x7,ronald_vanloon
[13] ronald_vanloon,enricomolinari
[13] enricomolinari,discriminantbot

Top Word Pairs in Tweet in G6:
[5] socmedhe,wentale
[5] clairecollins8,realtimeedu
[5] lindakkaye,tryberg
[5] tryberg,mbhaslam
[3] realtimeedu,suebecks
[3] suebecks,lindakkaye
[3] top,hashtags
[3] belld17,socmedhe
[3] wentale,clairecollins8
[2] socmedhe,nodexl

Top Word Pairs in Tweet in G7:
[2] #aejmcchats,tuesday
[2] willthewordguy,fitch_kate
[2] #aejmcchats,#research
[2] #research,#journalism
[2] #journalism,#media
[2] #media,#communication
[2] #smprofs,#prprofs

Top Word Pairs in Tweet in G8:
[3] #ces2021,nodexl
[3] nodexl,amd
[3] amd,ces
[3] ces,lisasu
[3] lisasu,externalbuilder
[3] externalbuilder,redgamingtech
[3] redgamingtech,garyshapiro
[3] garyshapiro,cci_inter_na
[3] cci_inter_na,scanmyphotos
[3] scanmyphotos,fmfrancoise

Top Word Pairs in Tweet in G9:
[5] dansar39,chidambara09
[4] traveltech,dansar39
[4] indianrootscom,30xcodes
[4] 30xcodes,lottmus
[4] lottmus,atout_france
[4] atout_france,amadeusitgroup
[4] amadeusitgroup,nezasatravel
[3] enricomolinari,nodexl
[3] nodexl,marc_smith
[3] marc_smith,smr_foundation

Top Replied-To
Top Replied-To in Entire Graph:
@albertoemachado
@fmfrancoise
@enricomolinari
@nodexlacademy
@docassar
@ronald_vanloon
@nodexl
@oletna
@was3210
@vivianfrancos

Top Replied-To in G1:
@albertoemachado
@nodexlacademy
@oletna
@vivianfrancos
@was3210
@marc_smith
@smr_foundation
@mkalz
@enricomolinari
@nodexl

Top Replied-To in G2:
@fmfrancoise
@docassar
@enricomolinari
@salhaj
@vanivina9
@guidaautonoma

Top Replied-To in G3:
@ronald_vanloon
@fmfrancoise
@gaucherp
@jariisohanni

Top Replied-To in G5:
@docassar

Top Replied-To in G6:
@scottturneruon
@belld17

Top Replied-To in G9:
@enricomolinari
@chidambara09

Top Replied-To in G10:
@nodexl

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@williamstim
@enricomolinari
@jamesmarland
@analytics_699
@chidambara09
@pinakilaskar
@haroldsinnott
@ronald_vanloon
@eli_krumova

Top Mentioned in G1:
@nodexl
@vivianfrancos
@smr_foundation
@nodexlacademy
@analytics_699
@eli_krumova
@alvinfoo
@evento_ma
@martaarribassan
@carlotagalvan

Top Mentioned in G2:
@analytics_699
@pinakilaskar
@enricomolinari
@haroldsinnott
@fisheyebox
@mvollmer1
@nodexl
@eli_krumova
@chidambara09
@ronald_vanloon

Top Mentioned in G3:
@nodexl
@williamstim
@jamesmarland
@patosins
@loomiassistant
@shapshak
@samighazali
@fabriziobustama
@chidambara09
@statistacharts

Top Mentioned in G4:
@salhaj
@ambrowoll
@marinsanna
@enricomolinari
@alalibrary
@monsarkhe
@sexharassed
@arjun_sanyal
@authorlisafipps
@indiebound

Top Mentioned in G5:
@ronald_vanloon
@chidambara09
@enricomolinari
@artificialbra1n
@education_24x7
@discriminantbot
@nytimes
@nigewillson
@verox_ai
@ipfconline1

Top Mentioned in G6:
@socmedhe
@wentale
@clairecollins8
@realtimeedu
@lindakkaye
@tryberg
@mbhaslam
@belld17
@suebecks
@marc_smith

Top Mentioned in G7:
@nodexl
@aejmc
@willthewordguy
@fitch_kate
@jamifullerton
@unosmlre
@communo
@ginaluttrell
@prof_dimitrova
@jeremyhl

Top Mentioned in G8:
@amd
@ces
@lisasu
@externalbuilder
@redgamingtech
@garyshapiro
@cci_inter_na
@scanmyphotos
@fmfrancoise
@pidejean

Top Mentioned in G9:
@traveltech
@dansar39
@indianrootscom
@30xcodes
@lottmus
@atout_france
@amadeusitgroup
@nezasatravel
@nodexl
@marc_smith

Top Mentioned in G10:
@scistarter
@foldit
@citsci
@coopsciscoop
@nhm_citsci
@citscimonth
@citscioz
@inaturalist
@eucitsciproject
@jillfnugent

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersec_feeds
@iam__network
@eraser
@alfredovela
@reuters
@santchiweb
@tess_blue815
@rousseauagnes

Top Tweeters in G1:
@alfredovela
@reuters
@santchiweb
@nowthisnews
@erodrigo
@kathleenndongmo
@robinheed
@bloguers_net
@deborahtiempo
@vivianfrancos

Top Tweeters in G2:
@sectest9
@chidambara09
@cybersec_feeds
@iam__network
@cybersecurityn8
@llnuxbot
@andrewmorrisuk
@nicochan33
@usatoday
@lkafle

Top Tweeters in G3:
@eraser
@tess_blue815
@rousseauagnes
@calcaware
@lelkan
@bot_innovation
@ssxman2
@gezgintrk
@akreana_
@ganjasmokercb

Top Tweeters in G4:
@ambrowoll
@salhaj
@eijaniskanen1
@jane__eden
@justinalpertesq
@koomikkokivi
@gerritrentier
@makrikali
@sebuss92
@thartman2u

Top Tweeters in G5:
@bexxmodd
@nytimes
@stfuimtweetn0_o
@ipfconline1
@artificialbra1n
@retweetbossman
@nigewillson
@tonymartignetti
@education_24x7
@seetalabs

Top Tweeters in G6:
@scottturneruon
@suebecks
@tryberg
@jisc
@lindakkaye
@he_harriet
@santanuvasant
@kiusum
@wentale
@lthechat

Top Tweeters in G7:
@jeremyhl
@kfreberg
@willthewordguy
@aejmc
@unomaha
@ginaluttrell
@fitch_kate
@prof_dimitrova
@communo
@unosmlre

Top Tweeters in G8:
@scanmyphotos
@gdprai
@teamofindore
@ces
@externalbuilder
@redgamingtech
@garyshapiro
@amd
@pidejean
@cci_inter_na

Top Tweeters in G9:
@caring_mobile
@amadeusitgroup
@dansar39
@lottmus
@vanivina9
@atout_france
@indianrootscom
@traveltech
@nezasatravel

Top Tweeters in G10:
@zephyr9673
@coopsciscoop
@jillfnugent
@inaturalist
@eucitsciproject
@citscimonth
@foldit
@citsci
@nhm_citsci


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