Changed around line 1
+ Name Application Year Instiution Field Website StatementUrl
+ Seungone Kim 2023 Carnegie Mellon University NLP https://seungonekim.github.io/ https://drive.google.com/file/d/1Vvwisp-bRJ2xNXTemIqiBXY1MQQI8vb0/view?usp=sharing
+ Sukwon Yun 2023 University of North Carolina at Chapel Hill AI for Science,ML https://sukwonyun.github.io/ https://drive.google.com/file/d/1B_mE0pcjAe8z-JtVTrQN8J_78_GOJjYZ/view?usp=sharing
+ Andrew Aquilina 2023 University of Pittsburgh Computational Social Science,NLP https://andaqu.github.io/ https://drive.google.com/drive/folders/1V3sBV1bUMUyzzyvIfDxA7z4ttO6Fhgmq
+ Emmanuel J. Suarez Acevedo 2023 Cornell PL http://emmanuelsuarez.com https://drive.google.com/file/d/1pzt3Lj5_HWpETxaVR2ZxgB_ed8VT04qh/view?usp=sharing
+ Ananya Harsh Jha 2023 University of Washington ML,NLP https://ananyahjha93.github.io/ https://drive.google.com/file/d/14DxCgb7Aa7F81JnH6RmzWgtUG9B8SS5w/view?usp=sharing
+ Daman Arora 2023 Carnegie Mellon University ML https://daman1209arora.github.io/ https://drive.google.com/file/d/1fth66nTNVR6of3IeCb0DAANUM9g4yqZT/view?usp=sharing
+ Kwon Ko 2023 Stanford HCI https://hyungkwonko.info/ https://drive.google.com/file/d/1dTWt8Nr0I03yQktghfqajP2pjxOn1bRM/view?usp=sharing
+ Alexander Frolov 2023 Carnegie Mellon University Cryptography,Security https://drive.google.com/file/d/15KW8EIwIRr2vew4Xh2NbFAWrNJtX3uee/view?usp=drive_link
+ Abhishek Purushothama 2023 Georgetown University NLP https://abhishek-p.github.io/ https://abhishek-p.github.io/assets/pdf/Abhishek_Purushothama_1_page_CS_SOP_ORG_Version.pdf
+ Lohit Daksha 2023 Boston University Hardware Acceleration,Security https://drive.google.com/file/d/1eBG7X7WxK47zTg3nhSxbpg5PWtzGQ1Uj/view?usp=sharing
+ Taehyun Yoon 2023 Georgia Institute of Technology ML https://thyoon.com https://drive.google.com/file/d/1JPEjO7IyO-hAn_3KwQ5NLUhW8N-t48qm/view?usp=sharing
+ Yash Mehta 2023 Johns Hopkins University Cognitive Science https://yashsmehta.github.io/ https://drive.google.com/file/d/1hq3C-8xM-plk6tFNSdF9d--YdOA_HFKM/view?usp=sharing
+ Ryan Yen 2023 MIT HCI https://ryanyen2.github.io/ https://drive.google.com/file/d/1dskOyIHcOFjwgI3gmbuaDAOYYaZ2OPb5/view?usp=sharing
+ Jatin Prakash 2023 New York University ML https://bicycleman15.github.io/ https://drive.google.com/file/d/1Uc0c9XTmlZIaw1hv8eCUL29I-A8B0Cix/view?usp=sharing
+ Chenyang Zhang 2023 Georgia Institute of Technology HCI https://www.chenyang.me/ https://drive.google.com/file/d/1kekAaBcNRWLuxjOTAmEjkukPXFuWGRiQ/view?usp=sharing
+ Qing Xiao 2023 Carnegie Mellon University HCI https://qingxiaohci.com/ https://drive.google.com/file/d/17dyjbPOTWn9aAci237mTdcHESd15m8HH/view?usp=sharing
+ Ava Pun 2023 Carnegie Mellon University CV,Graphics,ML https://avapun.com https://drive.google.com/file/d/1u7gPj0L9w4LHszIIPFy4Z2b4xSoNtsg9/view?usp=sharing
+ Robert Joseph George 2023 Caltech AI for Science,ML,Theory https://www.robertj1.com/ https://drive.google.com/file/d/1PZtJL875vb2kbgXjwX4xWCp0W2PN9IKE/view?usp=sharing
+ Zhiyuan Zeng 2023 University of Washington NLP http://zhiyuan-zeng.github.io https://drive.google.com/file/d/1Y7kkev-TH0sRkunvfJ8NqehisPigZ42C/view?usp=sharing
+ Xingjian Bai 2023 MIT CV,ML,Theory https://xingjianbai.com/ https://xingjianbai.com/files/Statement_of_Purposes__Xingjian_Bai.pdf
+ Xiaochen Zhu 2023 MIT DB,ML,Security https://xczhu.com https://drive.google.com/file/d/1FwdEOSTFDorA2ssdi7QRRNXdRuGadt_A/view?usp=sharing
+ Ananya Appan 2022 University of Illinois Urbana-Champaign Cryptography,Theory https://drive.google.com/file/d/1DZovAwseMi0avr8hy7DuFk26WQN5HGjK/view?usp=share_link
+ Alex Qin 2022 North Carolina State University Systems nsdi.dev https://webresources.aaaab3n.moe/share/SOP.pdf
+ Yutai Zhou 2022 University of Southern California ML,RL,Robotics https://www.linkedin.com/in/yutaizhou/ https://docs.google.com/document/d/1R5aB2w95CGDWarm4iVr6lagvnJLkYbXwCz3KeQXbokU/edit?usp=sharing
+ Shahan Ali Memon 2022 University of Washington Computational Social Science,Information Sciences,NLP,Social Computing samemon.github.io https://docs.google.com/document/d/16EeN_OWNLA6CJdo4Zr3ivOQ-wI1fb1NAKXhQOMbxfb4/edit?usp=sharing
+ Mayank Keoliya 2022 University of Pennsylvania PL mkeoliya.github.io https://drive.google.com/file/d/1jdMMqOSbo28TT2f6FXHNC5huxYDsiKYc/view?usp=sharing
+ Pretha Sur 2022 Deakin University CV,HCI,ML https://www.linkedin.com/in/pretha/ https://drive.google.com/file/d/1O_G2S_uvPKmF-j6HqZDKgfFjx97r410Y/view?usp=sharing
+ Rishabh Ranjan 2022 Stanford ML https://rishabh-ranjan.github.io https://rishabh-ranjan.github.io/assets/phd_sop.pdf
+ Himanshu Gaurav Singh 2022 UC Berkeley ML,Robotics https://hgaurav2k.github.io https://drive.google.com/file/d/1WAqxOMPojVZb3bU5EAq9rNRx21gVMMY3/view?usp=sharing
+ Dacheng Li 2022 UC Berkeley ML,NLP,Systems dacheng-li.info https://docs.google.com/document/d/1sejnNofCV-eVPk3y0sJcNJXu8Ryv5q3Jd6h_lcyI6Fk/edit?usp=share_link
+ Joel Jang 2022 University of Washington NLP https://joeljang.github.io/ https://drive.google.com/file/d/1ELGCDoxsMk0Ku-N7g15EPqVQNNES5d1p/view?usp=sharing
+ Matt Deitke 2022 University of Washington CV,Graphics,ML,Robotics https://mattdeitke.com/ https://mattdeitke.com/research-statement.pdf
+ Steven Kolawole 2022 Carnegie Mellon University ML,NLP https://stevenkolawole.github.io/ https://stevenkolawole.github.io/assets/Steven_Kolawole_SOP.pdf
+ Chenglei Si 2022 Stanford NLP https://noviscl.github.io/ https://drive.google.com/file/d/1fmp1SjQlqNhb6rniF7HBuF3Pxj9iz0TO/view?usp=sharing
+ Inderjeet Nair 2022 University of Michigan NLP https://inderjeetnair.github.io/ https://drive.google.com/file/d/1pF3fOoSpxaomfDMGrYKKnAeAmifSqn4L/view?usp=sharing
+ Rui-Jie 2022 Brown Algorithmic Fairness/ Policy r-jy.github.io https://drive.google.com/file/d/1A745QB8PhucZTaAcqbSkTkjmuX4uxV-3/view?usp=sharing
+ Daneshvar Amrollahi 2022 Stanford PL,Systems https://daneshvar-amrollahi.github.io/ https://drive.google.com/file/d/1UTYiKBmxEgfLLQVeK_Vcchax4gM_7cq9/view?usp=drive_link
+ Mahyar Karimi 2022 Institute of Science and Technology Austria Formal Methods https://mahykari.github.io https://drive.google.com/file/d/1qX3HlfOOEZk0-NTT_LREt9IFvKuqLId1/view?usp=sharing
+ Ken Ziyu Liu 2022 Stanford ML,Privacy,Security https://kenziyuliu.github.io/ https://cmu.box.com/s/7o17gd7qkww42un4cbrwnjor9ugrh1xj
+ Sarthak Chakraborty 2022 University of Illinois Urbana-Champaign Systems https://sarthak-chakraborty.github.io/ https://drive.google.com/file/d/1QxzUw-RmoIDAvuMyqb45sKKmPc18KdXd/view?usp=sharing
+ Shaily Bhatt 2022 Carnegie Mellon University NLP https://sites.google.com/view/shailybhatt/ https://drive.google.com/file/d/1hbIW1usf9ochBC77xx9efa74k0pcwqrU/view?usp=sharing
+ Krithika Ramesh 2022 Johns Hopkins University NLP https://kr-ramesh.github.io/ https://drive.google.com/file/d/13Yk2l-goeZIgDxjE7fX1pOB1aSWiG-wA/view?usp=sharing
+ Tony Wang 2022 Cornell HCI,Information Sciences,NLP tonyywang.com https://docs.google.com/document/d/1r89b0JjerpDVmnKTBUOOMcZULh9JAO8F807pM1tNCEk/edit?usp=sharing
+ Zeyu Leo Liu 2022 University of Texas at Austin ML,NLP https://leo-liuzy.github.io https://drive.google.com/file/d/182f3f_YGr1-W4zfq1N4F_MrICwAQVMVS/view?usp=share_link
+ Sweta Karlekar 2022 Columbia Causal Inference,ML,NLP https://sweta.dev https://drive.google.com/file/d/13vxWX81tUA-qzIvMpctHSjooL2hYmYYf/view?usp=sharing
+ Edward Edberg Halim 2022 University of Wisconsin-Madison Systems https://edward-edberg.github.io/web https://docs.google.com/document/d/1u_rCYmT_2vVGn4PkvkeruBdR3SkiCZDuptGk_y9Vr4Q/edit?usp=sharing
+ Siyan Li 2022 Columbia NLP,Speech https://siyan-sylvia-li.com/ https://docs.google.com/document/d/1Vee-1nD3sljPOyUxHZP2mUPG6mLr2lXgjz4R7b6I4iY/edit?usp=sharing
+ Lunyiu Nie 2022 University of Texas at Austin NLP,PL,Software Engineering https://flitternie.github.io/ https://drive.google.com/file/d/10rWiU3OvXSPYTCe4nbZLEwfgtWyi2795/view?usp=sharing
+ Millend Roy 2022 Columbia Operations Research https://millendroy.github.io/ https://millendroy.github.io/files/Millend_SoP_Columbia.pdf
+ Megan Le 2022 MIT Computational Biology http://www.megankle.com/posts/phd_admissions/ https://www.megankle.com/files/example_sop.pdf
+ Zhaofeng Wu 2021 MIT NLP https://zhaofengwu.github.io/ https://zhaofengwu.github.io/files/Zhaofeng_Wu_Statement_of_Purpose.pdf
+ Sanxing Chen 2021 Duke NLP https://sanxing.ai https://sanxing.ai/Sanxing_Chen-SoP.pdf
+ Chenghao Yang 2021 University of Chicago ML,NLP https://yangalan123.github.io/ https://drive.google.com/file/d/1n_xcJNVPmhMSrxbQLF9TunXJ9ZM12Mm_/view?usp=sharing
+ Kaiser Sun 2021 Johns Hopkins University NLP https://kaiserwholearns.github.io/ https://drive.google.com/file/d/1BEAT1h3G9Lx_6oZVFaUImbCO89SFGpEY/view?usp=sharing
+ Xuhui Zhou 2021 Carnegie Mellon University NLP https://xuhuizhou.github.io/ https://drive.google.com/file/d/1a641M_6c9KL64QUdKsSTd9Y6IMb0HToB/view?usp=sharing
+ Jason Wei 2021 Stanford NLP https://jasonwei20.github.io/ https://jasonwei20.github.io/files/2021_Stanford_SoP.pdf
+ Shangyin Tan 2021 UC Berkeley PL,Software Engineering https://shangyit.me/ https://drive.google.com/file/d/1E5nUESgKmdkDtXl2CT5Jq1CYX7jKxxBQ/view
+ Saujas Vaduguru 2021 Carnegie Mellon University NLP https://saujasv.github.io/ https://saujasv.github.io/assets/phd-applications/SOP-CMU.pdf
+ Ameya Daigavane 2021 MIT ML https://ameya98.github.io/ https://docs.google.com/document/d/1QKInEBpoIWMGTZeDhZ8nI-TkJuSRr5YCD23-zMMlYGA/edit?usp=sharing
+ Zhengxuan Wu 2021 Stanford NLP https://nlp.stanford.edu/~wuzhengx/ https://nlp.stanford.edu/~wuzhengx/pdf/sop_cs_22.pdf
+ Deepak Nathani 2021 UC Santa Barbara ML,NLP https://deepakn97.github.io/ https://drive.google.com/file/d/1HIZynToUk4nTAPQDkVkKywRe895EaE6T/view?usp=sharing
+ Vijay Viswanathan 2021 Carnegie Mellon University NLP https://www.cs.cmu.edu/~vijayv/ https://docs.google.com/document/d/10nkNL1NcVYsz9-YLGxR6I1qgckNVGR3wAujrVME-fNs/edit?usp=sharing
+ Jing Yu Koh 2021 Carnegie Mellon University CV,ML,NLP https://jykoh.com/ https://jykoh.com/jykoh_sop.pdf
+ Pulkit Gera 2021 Max Planck Institute for Informatics CV,Graphics https://darthgera123.github.io/ https://www.overleaf.com/read/rrmrftfzrrmz
+ Siddartha Devic 2021 University of Southern California ML,Theory http://sid.devic.us/ https://drive.google.com/file/d/1DgXqEC2DFhEYAHMFWJroYfMgKHbjwy7u/view?usp=sharing
+ Zhiqiang Xie 2021 Stanford Systems https://zhiqiangxie.com/ https://zhiqiangxie.com/2021/11/30/SoP.html
+ Swapnil Gandhi 2021 Stanford Systems https://swapnilgandhi.com https://swapnilgandhi.com/sop/swapnil-sop.pdf
+ Vilém Zouhar 2021 ETH Zürich NLP https://vilda.net/ https://drive.google.com/file/d/1UL6qva_Cfp4SmTE_QlX-H5ByP-Jwacaz/view?usp=sharing
+ Joice Tang 2021 University of Washington HCI,Social Computing http://joicetang.com/ https://docs.google.com/document/d/1hv1BP0k87st82vdgXt6kcC2KsYB6dx_31HgK35JjHtc/edit?usp=sharing
+ Aaron Dharna 2021 University of British Columbia ML https://aadharna.github.io/ https://docs.google.com/document/d/1d3bhFQ1e5oOmSZ1H5Cgvf5sd7L9M00zkYhdPl4UPvfg/edit?usp=sharing
+ Jayroop Ramesh 2021 University of Oxford CV,HCI,ML,Medical Imaging https://www.linkedin.com/in/jayroop-ramesh/ https://drive.google.com/file/d/1UbAZeHjYbuguhs7nQa9CsxjfljwvZ99i/view?usp=sharing
+ McKane Andrus 2021 University of Washington Information Sciences https://docs.google.com/document/d/18XkFqe2VEq85aApj2ljcF4Cv0lf_T_pJwjn44wdMvw8/edit
+ Chanwoo Park 2021 MIT ML,Theory https://chanwoo-park-official.github.io/ https://drive.google.com/file/d/1ny4ghbUol61v26b-bi6lfylMQwOclyWZ/view?usp=sharing
+ Rajiv Movva 2021 Cornell ML,Responsible AI https://rajivmovva.com/about/ https://docs.google.com/document/d/1BWIeqbMG8XexzYpkumdcC0GwQeDDrlSpTed5hsMFNFg/edit?usp=sharing
+ Charles Lu 2021 MIT CV,ML https://www.mit.edu/~luchar/ https://drive.google.com/file/d/1PBW4Gj59bp_iy_Ws8aXASKiTHG1V74__/view?usp=sharing
+ Tianwei Yin 2021 MIT CV https://tianweiy.github.io/ https://tianweiy.github.io/docs/sop.pdf
+ Anjali Kantharuban 2021 Carnegie Mellon University NLP https://www.anjaliruban.com/ https://drive.google.com/file/d/1vc89crZhHvYk_5-bz-EX6FMMxs2z1DCM/view?usp=sharing
+ Machel Reid 2021 University of Washington ML,NLP https://machelreid.github.io/ https://machelreid.github.io/resources/uw_sop.pdf
+ Aditya Chetan 2021 Cornell CV,Graphics https://justachetan.github.io/ https://justachetan.github.io/grad-school-apps/assets/cornell_sop.pdf
+ Tian Yun 2021 Brown CV,NLP https://tttyuntian.github.io/ https://tttyuntian.github.io/files/Tian_Yun_SOP_Brown.pdf
+ Simran Khanuja 2021 Carnegie Mellon University NLP https://simran-khanuja.github.io/ https://simran-khanuja.github.io/assets/sop_cmu.pdf
+ Quang Dao 2021 Carnegie Mellon University Cryptography,Security,Theory https://quangvdao.github.io/ https://drive.google.com/file/d/133VEOtslcjNNznl-wQ1KS1vng3iH6K1z/view?usp=sharing
+ Naveen Raman 2021 Carnegie Mellon University ML naveenraman.com https://naveenraman.com/assets/sop/CMU_ML_Statement_of_Purpose.pdf
+ Yiwei Yang 2021 UC Santa Cruz Systems asplos.dev https://asplos.dev/UCSC.pdf
+ Sai Siddartha Maram 2021 UC Santa Cruz HCI https://siddu1998.github.io/ https://github.com/siddu1998/Graduate-Admissions
+ Will Merrill 2020 New York University NLP https://lambdaviking.com/ https://docs.google.com/document/d/1oQn9_jBVUNutMItuH-Bc3Od8CfwMCBAHnCjdTzBB8K8/edit
+ Sanjay Subramanian 2020 UC Berkeley CV,ML,NLP https://people.eecs.berkeley.edu/~sanjayss/ https://people.eecs.berkeley.edu/~sanjayss/example_grad_school_statement.pdf
+ Demi Guo 2020 Stanford NLP https://www.demiguo.me/ https://drive.google.com/file/d/1w41VyIgmaHT0Vzmxnd6iQCfdUEMIIE62/view?usp=sharinga
+ Sebastin Santy 2020 University of Washington HCI,NLP http://sebastinsanty.com/ http://sebastinsanty.com/assets/UW_PhD_SOP_Public.pdf
+ Ritwik Gupta 2020 UC Berkeley CV https://ritwikgupta.me/ https://ritwikgupta.me/assets/pdfs/RitwikStatementOfPurpose.pdf
+ Hang Jiang 2020 MIT Computational Social Science,HCI,NLP https://hjian42.github.io https://docs.google.com/document/d/13kE4ckkM7FcV3oKxQDpiLMC81hZGMfxXFXta9k2eutg/edit?usp=sharing
+ Eugenie Lai 2020 MIT DB,Systems https://eugenielai.github.io/ https://eugenielai.github.io/docs/application/sop-mit-eylai.pdf
+ Siddharth Nayak 2020 MIT ML,Robotics http://nsidn98.github.io/ https://drive.google.com/file/d/1ajRMJiVAp3OT8NLNVwdGdP82FFkaYGj5/view?usp=sharing
+ Jenny Liang 2020 Carnegie Mellon University HCI,Software Engineering jennyliang.me https://docs.google.com/document/d/1xtX9q9ialIvshStkrS9VNyACilViHPKvpI3aizXb-aw/edit?usp=sharing
+ Yong Zheng-Xin 2020 Brown ML,NLP yongzx.github.io https://drive.google.com/file/d/1gS307sfghvwt6z9QsagyKTjqXSZOKfta/view?usp=sharing
+ Suchin Gururangan 2019 University of Washington NLP https://suchin.io/ https://drive.google.com/file/d/1vNXiser8NyLwH_sG8GcQ2isT_P5vETOt/view
+ Rishi Bommasani 2019 Stanford NLP https://rishibommasani.github.io/ https://drive.google.com/file/d/1t1yLgC0QMQ-8KyntZvZ7n8dgrF0U9T_v/view
+ Alisa Liu 2019 University of Washington NLP https://alisawuffles.github.io/ https://drive.google.com/file/d/1bnYtdVwWH9FuFadxerhHdQmKzXjg0rbh/view?usp=sharing
+ Rohan Yadav 2019 Stanford PL,Systems https://rohany.github.io/ https://rohany.github.io/sop.pdf
+ Belinda Zou Li 2019 MIT NLP https://belindal.github.io/ https://docs.google.com/document/d/1BHHX8R1nVTuE9qKIq7B9GA02mB4Rg6ZOb5OSNAoajAc/edit?usp=sharing
+ Linxing Preston Jiang 2019 University of Washington Computational Neuroscience https://lpjiang.com https://drive.google.com/file/d/13qiceov7hUMoPCrTXRRm0pGumq7Z83ST/view?usp=sharing
+ Shuyan Zhou 2019 Carnegie Mellon University NLP https://shuyanzhou.github.io/ https://drive.google.com/file/d/154tA3lx1BLgdkxbj8wHrqETTIhUlist8/view?usp=sharing
+ Jared Fernandez 2019 Carnegie Mellon University ML,NLP https://jaredfern.com https://docs.google.com/document/d/19ggbIbh5VZa-aOS3EUqKpsP3IQ5YBIJzbmOJIkjRm-Q/edit
+ Frieda Rong 2019 Stanford CV https://friedeggs.github.io/ https://drive.google.com/file/d/13xJxKYx0jvybwzMcdFjLzl7Bz4B31tiX/view
+ Michael Saxon 2019 UC Santa Barbara NLP,Speech https://saxon.me/ https://docs.google.com/document/d/19DoiA09NKdLQP-gv1fw4I4Gx6mtjzRddccqAMmqrRP4/edit?usp=sharing
+ Nelson Liu 2018 Stanford NLP https://cs.stanford.edu/~nfliu/ https://cs.stanford.edu/~nfliu/files/phd_sop/nfliu_phd_sop.pdf
+ Qinyuan Ye 2018 University of Southern California NLP https://yeqy.xyz/ https://docs.google.com/document/d/10Ey3eL6eq7lUGwDv7D_IShUwSMBHq5y0/edit?usp=sharing&ouid=104521005876506524561&rtpof=true&sd=true
+ Zexuan Zhong 2018 Princeton NLP https://www.cs.princeton.edu/~zzhong/ https://drive.google.com/file/d/1E-APjVDoifulgbHh99ODy_L5v6-XKsZW/view?usp=sharing
+ Silvia Sellán 2018 University of Toronto Graphics https://www.silviasellan.com https://www.silviasellan.com/research_statement.html
+ Aditya Kusupati 2018 University of Washington CV,ML http://www.adityakusupati.com/ https://drive.google.com/file/d/1YvJ0DxukEXbzTjdQUc4bDyuxKVBKnPLN/view?usp=sharing
+ Tim Dettmers 2018 University of Washington ML,NLP,Systems https://timdettmers.com/ https://drive.google.com/file/d/17FgJcXB9mwTgo9iPomxjNxMyVDFps5v2/view?usp=sharing
+ Sewon Min 2017 University of Washington NLP https://shmsw25.github.io/ https://drive.google.com/file/d/1ew3gh_KEqu9ArPR7sKxv1Qx38jXTiXt7/view
+ Hancheng Cao 2017 Stanford Data Science,HCI http://hanchengcao.me/ https://drive.google.com/file/d/1wjVzPIK5jFMv7FXdrnf6sgstDTJ2itB2/view?usp=sharing
+ Paul Liang 2017 Carnegie Mellon University ML,NLP https://www.cs.cmu.edu/~pliang/ https://drive.google.com/file/d/1ytISe1UJGQSZPn_5VJnKR3OpRlc1jV46/view?usp=sharing
+ Jason Wu 2017 Carnegie Mellon University HCI https://jasonwunix.com/ https://docs.google.com/document/d/1mOxHAyg3aviRub7kVmsDUcZ3fm7lxM3Z4nPBJcP6EyA/edit?usp=sharing
+ Ofir Press 2017 University of Washington ML,NLP ofir.io https://drive.google.com/file/d/11w0CQ5LrbvaUuLRa5qLkX98prkP13qLg/view?usp=sharing