odsc, Twitter, 10/5/2022 8:44:25 PM, 282407


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odsc_2022-10-05_07-13-21.xlsx
odsc_2022-10-05_07-13-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 05, 2022
Short Description:
odsc via NodeXL https://bit.ly/3e7RtLt
@odsc
@arvindtw
@ipfconline1
@kirkdborne
@pyscalellc
@hydrology_irpi
@ahmedelsharkoy2
@eli_krumova
@aiplustraining
@concave_emissio

Top hashtags:
#datascience
#ai
#machinelearning
#odscwest
#ml
#nlp
#artificialintelligence

Description:
Description
The graph represents a network of 530 Twitter users whose tweets in the requested range contained "odsc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 05 October 2022 at 14:14 UTC.

The requested start date was Wednesday, 05 October 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 15-hour, 41-minute period from Wednesday, 21 September 2022 at 02:25 UTC to Tuesday, 04 October 2022 at 18:07 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 : 530
Unique Edges : 348
Edges With Duplicates : 1435
Total Edges : 1783
Number of Edge Types : 5
Mentions : 291
Retweet : 473
MentionsInRetweet : 679
Tweet : 297
Replies to : 43
Self-Loops : 304
Reciprocated Vertex Pair Ratio : 0.0177353342428377
Reciprocated Edge Ratio : 0.0348525469168901
Connected Components : 35
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 432
Maximum Edges in a Connected Component : 1551
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.914885
Graph Density : 0.00266076969718586
Modularity : 0.339728
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 530 Twitter users whose tweets in the requested range contained "odsc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 05 October 2022 at 14:14 UTC.

The requested start date was Wednesday, 05 October 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 15-hour, 41-minute period from Wednesday, 21 September 2022 at 02:25 UTC to Tuesday, 04 October 2022 at 18:07 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 : GraphServerTwitterSearch
Graph Term : odsc
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:
[24] https://opendatascience.com/top-12-open-source-machine-learning-projects-of-2022-so-far/
[17] https://opendatascience.com/5-reasons-to-use-social-media-data-mining/
[16] https://aiplus.odsc.com/courses/ds-101-machine-learning-modelling-in-theory-practice
[11] https://aiplus.odsc.com/courses/ds102
[8] https://opendatascience.com/how-to-get-started-with-deep-reinforcement-learning-on-a-variety-of-use-cases/
[6] https://opendatascience.com/trustworthy-ai-operationalizing-ai-models-with-governance-part-1/
[6] https://aiplus.odsc.com/courses/ds101machinelearning
[5] https://opendatascience.com/model-overload-which-nlp-model-should-i-choose/
[5] https://aiplus.odsc.com/courses/ds101m
[4] https://odsc.medium.com/

Top URLs in Tweet in G1:
[4] https://app.aiplus.training/courses/human-friendly-production-ready-data-science-with-metaflow-1?utm_campaign=Learn%20AI&utm_content=223149738&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://techcrunch.com/events/imerit-dataops-summit-2022/?promo=odscsocial&display=TRUE&utm_campaign=General%20Partnerships&utm_content=social&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://register.gotowebinar.com/register/2894568139494264591?utm_campaign=Webinars&utm_content=221453988&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://opendatascience.com/5-reasons-to-use-social-media-data-mining/
[2] https://opendatascience.com/2022-data-science-research-round-up-highlighting-ml-dl-nlp-more/
[1] https://odsc.com/microsoft/?utm_campaign=Learn%20AI&utm_content=222486370&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://odsc.com/blog/ai-observability-how-to-fix-issues-with-your-ml-model/?utm_campaign=Learning%20Posts&utm_content=221330355&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://odsc.com/california/vaiexpo/?utm_campaign=ODSC%20West&utm_content=221451874&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://odsc.com/california/?utm_campaign=ODSC%20West&utm_content=221452215&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323#register
[1] https://odsc.com/blog/bridging-the-gap-between-data-scientists-and-business-users/?utm_campaign=Learning%20Posts&utm_content=221330455&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323

Top URLs in Tweet in G3:
[23] https://opendatascience.com/top-12-open-source-machine-learning-projects-of-2022-so-far/
[15] https://opendatascience.com/5-reasons-to-use-social-media-data-mining/
[9] https://aiplus.odsc.com/courses/ds102
[7] https://opendatascience.com/how-to-get-started-with-deep-reinforcement-learning-on-a-variety-of-use-cases/
[6] https://opendatascience.com/trustworthy-ai-operationalizing-ai-models-with-governance-part-1/
[5] https://opendatascience.com/model-overload-which-nlp-model-should-i-choose/
[5] https://aiplus.odsc.com/courses/ds101machinelearning
[4] https://twitter.com/KirkDBorne/status/1333123564623384576
[4] https://aiplus.odsc.com/courses/ds101m
[3] https://opendatascience.com/introduction-to-pytorch/

Top URLs in Tweet in G4:
[13] https://aiplus.odsc.com/courses/ds-101-machine-learning-modelling-in-theory-practice
[2] https://odsc.com/california/?utm_source=twitter&utm_medium=social&utm_campaign=kirk
[1] https://odsc.com/microsoft/?utm_campaign=Learn%20AI&utm_content=222969643&utm_medium=social&utm_source=twitter&hss_channel=tw-1359556530618646530
[1] https://odsc.com/microsoft/?utm_campaign=Learn%20AI&utm_content=221450681&utm_medium=social&utm_source=twitter&hss_channel=tw-1359556530618646530
[1] https://odsc.com/california/video/?utm_campaign=ODSC%20West&utm_content=221754913&utm_medium=social&utm_source=twitter&hss_channel=tw-1359556530618646530
[1] https://odsc.medium.com/how-to-learn-data-science-in-the-shortest-amount-of-time-eb3eba100bd6?utm_campaign=Learning%20Posts&utm_content=221329571&utm_medium=social&utm_source=twitter&hss_channel=tw-1359556530618646530
[1] https://app.aiplus.training/courses/odsc-europe-highlights?utm_campaign=Learn%20AI&utm_content=221450106&utm_medium=social&utm_source=twitter&hss_channel=tw-1359556530618646530
[1] https://odsc.medium.com/a-hands-on-introduction-to-transfer-learning-120024e809d0?utm_campaign=Learning%20Posts&utm_content=221329277&utm_medium=social&utm_source=twitter&hss_channel=tw-1359556530618646530
[1] https://twitter.com/i/web/status/1573063843475034115
[1] https://odsc.medium.com/matt-booty-of-xbox-game-studios-wants-ai-powered-qa-in-gaming-3848ce3afc8b?utm_campaign=Learning%20Posts&utm_content=221329297&utm_medium=social&utm_source=twitter&hss_channel=tw-1359556530618646530

Top URLs in Tweet in G5:
[2] https://odsc.es/futbol/fc-barcelona/el-central-que-podria-llegar-al-barca-si-gerard-pique-no-siguiera-la-proxima-temporada/
[1] https://odsc.medium.com/amd-joins-other-big-tech-as-a-founding-member-of-the-pytorch-foundation-c92df973d7b2
[1] https://twitter.com/odsc/status/1572648118872571912
[1] https://twitter.com/i/web/status/1572761306217807872
[1] https://odsc.com/blog/using-apache-kafka-and-apache-pinot-for-user-facing-real-time-analytics/?utm_campaign=Learning%20Posts&utm_content=221327910&utm_medium=social&utm_source=twitter&hss_channel=tw-831619001625276417
[1] https://odsc.com/blog/bridging-the-gap-between-data-scientists-and-business-users/?utm_campaign=Learning%20Posts&utm_content=221327909&utm_medium=social&utm_source=twitter&hss_channel=tw-831619001625276417
[1] https://opendatascience.com/odsc-west-2022-training-sessions-sneak-peek/?hss_channel=tw-3018841323
[1] https://tweetedtimes.com/v/1653
[1] https://www.instagram.com/p/Ci8OrUpPqxa/?igshid=YTgzYjQ4ZTY=
[1] https://odsc.medium.com/scientists-at-ntu-are-using-ai-to-identify-mental-illnesses-to-help-with-proper-diagnosing-and-54ad61a9867a?source=twitterShare-d5b01fd34283-1664276717&_branch_match_id=link-1103263392552363062

Top URLs in Tweet in G6:
[2] https://odsc.medium.com/new-ai-can-predict-speech-from-brain-activity-586d9999a1d7
[1] https://odsc.com/california/career-expo/?utm_campaign=ODSC%20West&utm_content=222973243&utm_medium=social&utm_source=twitter&hss_channel=tw-1357730263481122817
[1] https://odsc.com/california/career-expo/?utm_campaign=ODSC%20West&utm_content=221453210&utm_medium=social&utm_source=twitter&hss_channel=tw-1357730263481122817
[1] https://odsc.com/blog/using-apache-kafka-and-apache-pinot-for-user-facing-real-time-analytics/?utm_campaign=Learning%20Posts&utm_content=221328951&utm_medium=social&utm_source=twitter&hss_channel=tw-1357730263481122817
[1] https://odsc.com/blog/bridging-the-gap-between-data-scientists-and-business-users/?utm_campaign=Learning%20Posts&utm_content=221328952&utm_medium=social&utm_source=twitter&hss_channel=tw-1357730263481122817
[1] https://odsc.com/california/hiring/?utm_campaign=ODSC%20West&utm_content=221453643&utm_medium=social&utm_source=twitter&hss_channel=tw-1357730263481122817
[1] https://odsc.com/blog/ai-observability-how-to-fix-issues-with-your-ml-model/?utm_campaign=Learning%20Posts&utm_content=221328953&utm_medium=social&utm_source=twitter&hss_channel=tw-1357730263481122817
[1] https://odsc.com/california/hiring/?utm_campaign=ODSC%20West&utm_content=222489470&utm_medium=social&utm_source=twitter&hss_channel=tw-1357730263481122817
[1] https://odsc.com/california/career-expo/?utm_campaign=ODSC%20West&utm_content=222486589&utm_medium=social&utm_source=twitter&hss_channel=tw-1357730263481122817
[1] https://odsc.medium.com/artist-uses-ai-to-bring-life-to-dead-celebrities-6d7b7b6067cf

Top URLs in Tweet in G10:
[1] https://gmd.copernicus.org/articles/15/6935/2022/
[1] https://zenodo.org/record/4588304

Top Domains
Top Domains in Tweet in Entire Graph:
[124] odsc.com
[99] opendatascience.com
[96] odsc.es
[49] medium.com
[21] twitter.com
[18] aiplus.training
[10] briefly.co
[7] youtube.com
[6] hsforms.com
[6] gotowebinar.com

Top Domains in Tweet in G1:
[64] odsc.com
[34] opendatascience.com
[12] aiplus.training
[12] medium.com
[6] gotowebinar.com
[5] twitter.com
[5] hsforms.com
[5] youtube.com
[4] googleblog.com
[3] nvidia.com

Top Domains in Tweet in G3:
[60] opendatascience.com
[20] odsc.com
[7] twitter.com
[2] medium.com

Top Domains in Tweet in G4:
[28] odsc.com
[11] medium.com
[6] aiplus.training
[2] twitter.com
[2] youtube.com
[2] opendatascience.com
[1] surveymonkey.com
[1] hsforms.com

Top Domains in Tweet in G5:
[47] odsc.es
[14] medium.com
[3] odsc.com
[2] twitter.com
[2] opendatascience.com
[1] tweetedtimes.com
[1] instagram.com

Top Domains in Tweet in G6:
[8] odsc.com
[4] medium.com

Top Domains in Tweet in G10:
[1] copernicus.org
[1] zenodo.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[184] datascience
[156] ai
[96] machinelearning
[57] odscwest
[41] ml
[24] nlp
[20] artificialintelligence
[18] datascientists
[18] deeplearning
[17] socialmedia



Top Hashtags in Tweet in G1:
[95] datascience
[67] ai
[49] odscwest
[25] ml
[24] machinelearning
[16] nlp
[14] artificialintelligence
[8] deeplearning
[8] odsc
[7] odscwebinar

Top Hashtags in Tweet in G2:
[1] bigdata

Top Hashtags in Tweet in G3:
[66] ai
[39] machinelearning
[33] datascience
[15] socialmedia
[8] nlp
[8] bigdata
[7] 100daysofcode
[7] online
[6] aiethics
[4] ml

Top Hashtags in Tweet in G4:
[35] datascience
[26] machinelearning
[11] ai
[8] datascientists
[6] odsc
[6] bigdata
[5] python
[5] odscwest
[4] artificialintelligence
[4] deeplearning

Top Hashtags in Tweet in G5:
[2] datascience
[1] deeplearning
[1] analytics
[1] business
[1] topstory
[1] linkeddta
[1] odsc
[1] odsctrophyseason
[1] ai
[1] writing

Top Hashtags in Tweet in G6:
[19] datascience
[9] ml
[8] insurtech
[8] dl
[7] ai
[6] machinelearning
[2] odscwest
[2] artificialintelligence
[1] analytics
[1] business

Top Hashtags in Tweet in G8:
[2] 소정환
[2] sojunghwan
[2] hendery
[2] happyhenderyday
[2] 헨드리
[2] nct
[2] wayv
[1] bsumone

Top Words
Top Words in Tweet in Entire Graph:
[591] data
[431] odsc
[206] learning
[201] ai
[184] #datascience
[157] open
[156] #ai
[148] source
[140] big
[139] cloud

Top Words in Tweet in G1:
[279] odsc
[173] learning
[162] data
[149] ai
[96] learn
[95] #datascience
[94] machine
[86] deep
[75] latest
[73] future

Top Words in Tweet in G2:
[372] data
[124] sharp
[124] rise
[124] volume
[124] development
[124] open
[124] source
[124] big
[124] software
[124] frameworks

Top Words in Tweet in G3:
[66] #ai
[62] odsc
[46] ipfconline1
[43] cc
[39] #machinelearning
[33] #datascience
[25] top
[25] schmarzo
[23] 12
[23] open

Top Words in Tweet in G4:
[35] odsc
[35] #datascience
[28] ds
[26] #machinelearning
[18] learning
[17] kirkdborne
[14] learn
[14] more
[14] courses
[14] 101

Top Words in Tweet in G5:
[36] 2022
[31] portada
[24] septiembre
[11] odsc
[11] barça
[10] deportivo
[9] sport
[9] mundo
[7] octubre
[6] ai

Top Words in Tweet in G6:
[19] learn
[19] #datascience
[15] data
[13] odsc
[11] ai
[9] science
[9] time
[9] #ml
[8] career
[8] join

Top Words in Tweet in G7:
[20] 00
[10] 告知1
[10] 10
[10] 23
[10] 日
[10] 11
[10] 19
[10] 心地よいこの季節にアリスガーデンにて
[10] good
[10] music

Top Words in Tweet in G8:
[2] took
[2] 20
[2] seconds
[2] set
[2] exposure
[2] photo
[2] hahaha
[2] manual
[2] film
[2] learning

Top Words in Tweet in G9:
[2] beveenft
[2] odsc

Top Words in Tweet in G10:
[12] approach
[7] global
[6] runoff
[6] estimation
[6] exploiting
[6] satellite
[6] data
[6] stream
[6] open
[6] paper

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[148] open,source
[124] sharp,rise
[124] rise,data
[124] data,volume
[124] volume,development
[124] development,open
[124] source,big
[124] big,data
[124] data,software
[124] software,frameworks

Top Word Pairs in Tweet in G1:
[89] machine,learning
[73] learning,deep
[69] deep,learning
[62] future,ai
[59] learning,mlops
[58] ai,gathers
[58] gathers,odsc
[58] odsc,follow
[58] follow,latest
[58] latest,machine

Top Word Pairs in Tweet in G2:
[124] sharp,rise
[124] rise,data
[124] data,volume
[124] volume,development
[124] development,open
[124] open,source
[124] source,big
[124] big,data
[124] data,software
[124] software,frameworks

Top Word Pairs in Tweet in G3:
[50] odsc,#ai
[23] top,12
[23] 12,open
[23] open,source
[23] source,#machinelearning
[23] #machinelearning,projects
[23] projects,2022
[23] 2022,far
[23] far,odsc
[23] #ai,cc

Top Word Pairs in Tweet in G4:
[14] #datascience,#machinelearning
[14] ds,101
[14] 101,ds
[14] ds,102
[13] online,#datascience
[13] #machinelearning,modeling
[13] modeling,courses
[11] kirkdborne,online
[10] machine,learning
[8] expert,led

Top Word Pairs in Tweet in G5:
[24] septiembre,2022
[9] portada,sport
[9] portada,mundo
[9] mundo,deportivo
[7] octubre,2022
[6] portada,marca
[4] 27,septiembre
[4] 2022,final
[4] 28,septiembre
[4] 29,septiembre

Top Word Pairs in Tweet in G6:
[9] data,science
[9] #datascience,#ml
[8] learn,data
[8] science,shortest
[8] shortest,amount
[8] amount,time
[8] time,antgrasso
[8] antgrasso,mikequindazzi
[8] mikequindazzi,#insurtech
[8] #insurtech,#datascience

Top Word Pairs in Tweet in G7:
[10] 告知1,10
[10] 10,23
[10] 23,日
[10] 日,11
[10] 11,00
[10] 00,19
[10] 19,00
[10] 00,心地よいこの季節にアリスガーデンにて
[10] 心地よいこの季節にアリスガーデンにて,good
[10] good,music

Top Word Pairs in Tweet in G8:
[2] took,20
[2] 20,seconds
[2] seconds,set
[2] set,exposure
[2] exposure,photo
[2] photo,hahaha
[2] hahaha,manual
[2] manual,film
[2] film,learning
[2] learning,curve

Top Word Pairs in Tweet in G10:
[6] approach,global
[6] global,runoff
[6] runoff,estimation
[6] estimation,exploiting
[6] exploiting,satellite
[6] satellite,data
[6] data,stream
[6] stream,approach
[6] approach,open
[6] open,paper

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@odsc
@arvindtw
@sheamusmcgov
@ipfconline1
@kirkdborne
@schmarzo
@mhiesboeck
@bobehayes
@ajratner

Top Mentioned in G1:
@odsc
@sheamusmcgov
@pabbeel
@ajratner
@covariantai
@explorium_ai
@kirkdborne
@imeritdigital
@neo4j
@kapoor_amita

Top Mentioned in G2:
@arvindtw
@odsc
@ibmdata

Top Mentioned in G3:
@odsc
@ipfconline1
@schmarzo
@kirkdborne
@mhiesboeck
@bobehayes
@l
@deeplearn007
@andi_staub

Top Mentioned in G4:
@odsc
@kirkdborne
@aiplustraining
@microsoft
@azure
@ajratner
@eli_krumova
@ipfconline1

Top Mentioned in G6:
@odsc
@antgrasso
@mikequindazzi
@worldtrendsinfo
@aicareerlab
@kirkdborne
@ajratner
@genericgranola
@techcrunch
@imeritdigital

Top Mentioned in G7:
@ods_hiroshima
@xxx248
@yarukist_milky

Top Mentioned in G8:
@nodted
@weareoneexo
@biblesumett
@ta_nan
@knockknock0408
@treasuremembers
@nctsmtown
@ta_nannakun
@jobbynoo
@buildbuilddd

Top Mentioned in G9:
@beveenft
@odsc
@mbmpostcom
@evolvingwild
@lazarfn
@bikram_dhillon1
@akikigate
@waleed_emad92
@levraimush

Top Mentioned in G10:
@hydrology_irpi
@egu_gmd
@zenodo_org
@odsc
@openscience

Top Tweeters
Top Tweeters in Entire Graph:
@jiocare
@chidambara09
@fabriciosx
@dataaugmented
@education_24x7
@xeronbot
@eraser
@godfrey_g_
@ssxman2
@calcaware

Top Tweeters in G1:
@education_24x7
@xeronbot
@eraser
@godfrey_g_
@nahidalaei
@gdprai
@datasciencebot_
@manifattura40
@corpus_news
@therealfs0c1ety

Top Tweeters in G2:
@shrikant_stpib
@xthebigdatabotx
@r_shankar_gowda
@sidd_raii
@stpiindia
@rahulssg
@jitenstpi
@anuragdubey777
@ibmdata
@baishyaamal11

Top Tweeters in G3:
@ssxman2
@calcaware
@gezgintrk
@pvalsfr
@nicochan33
@gvalan
@simonlporter
@junjudapi
@jblefevre60
@ipfconline1

Top Tweeters in G4:
@chidambara09
@fabriciosx
@dataaugmented
@thecuriousluke
@kirkdborne
@jadp
@azure
@microsoft
@py_smart_bot
@aealu

Top Tweeters in G5:
@pekkalooking
@skydog811
@ifoundmike
@orgullosofutbol
@psychologiseren
@flamel_ai
@queenone_16
@aixsummit
@hinatahyulover
@peretrad

Top Tweeters in G6:
@pyscalellc
@techcrunch
@worldtrendsinfo
@motorcycletwitt
@hudson_chatbots
@social_molly
@mikequindazzi
@antgrasso
@genericgranola
@arceochoya

Top Tweeters in G7:
@jiraiyamenmen
@mikadon09050717
@butasan20
@carp51cc
@chokkaritei
@zetsukigu
@sindance0
@yarukist_milky
@xxx248
@bazookamarina

Top Tweeters in G8:
@knockknock0408
@odsc_loml
@usnttr
@buildbuilddd
@ta_nan
@jobbynoo
@biblesumett
@nodted
@ta_nannakun
@nctsmtown

Top Tweeters in G9:
@bikram_dhillon1
@evolvingwild
@akikigate
@waleed_emad92
@levraimush
@lazarfn
@mbmpostcom
@frvjis242zp4ht9
@8tailssociety
@ahmedelsharkoy2

Top Tweeters in G10:
@openscience
@erasmodangelis
@hydrology_irpi
@egu_gmd
@bltakkol
@surajitdb
@almontanari
@zenodo_org
@novoaandia


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