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Unveiling Dimensions of Wisdom Leadership Through Textual Analysis of Eloquent Speeches by Influential Figures

Appendix VI: The Top Documents in Top2Vec Topic Modeling

Top2vec model with 5 topics Topic distribution: 0.57 0.12 0.12 0.13 0.06

Topic 0:

Terms: distance, gradually, end, gates, rich, besides, food, of, sacrifice, involves, plans, enable, reached, music, intelligence.

Top docs:

  1. ardern_61: it means that there is a pressing and urgent need for responsible algorithm development and deployment.
  2. brown_69: a good traveler has no fixed plans and is not intent on arriving.
  3. zuckerberg_72: this is my story too. a student in a dorm room connecting one community at a time and keeping at it until one day we connect the whole world.
  4. ardern_59: that means upholding their own basic terms of service.
  5. wallace_15: everyone here has done this of course. but it hasn’t yet been part of you graduates’ actual life routine day after week after month after year.
  6. ardern_49: we found a place to experience new ways of thinking and to celebrate our difference.

Topic 1:

Terms: you, compare, your, follow, happiness, worship, will, courageous, defined, correct, inexperience, true, best, won’t, worry.

Top docs:

  1. brown_62: when you are content to be simply yourself and don’t compare or compete everybody will respect you. (right?)
  2. bezos_32: when it’s tough will you give up or will you be relentless? will you be a cynic or will you be a builder? will you be clever at the expense of others or will you be kind?
  3. bezos_31: will you wilt under criticism or will you follow your convictions? will you bluff it out when you’re wrong or will you apologize? will you guard your heart against rejection or will you act when you fall in love? will you play it safe or will you be a little swashbuckling?
  4. gaiman_11: sometimes the way to do what you hope to do will be clear cut and sometimes it will be almost impossible to decide whether or not you are doing the correct thing because you’ll have to balance your goals and hopes with feeding yourself paying debts finding work settling for what you can get.
  5. bezos_30: tomorrow in a very real sense your life the life you author from scratch on your own begins. how will you use your gifts? what choices will you make? will inertia be your guide or will you follow your passions? will you follow dogma or will you be original? will you choose a life of ease or a life of service and adventure?
  6. zuckerberg_20: i know a lot of you will have your own stories just like this. a change in the world that seems so clear you’re sure someone else will do it. but they won’t. you will.

Topic 2:

Terms: stronger, potential, our, teams, mainstream, reduce, assured, we, governments, hbcus, requires, actions, ends, charged, diversity.

Top docs:

  1. bloomberg_70: because ultimately it is only through the power of our relationships that we can fulfill our potential and that we can build teams capable of creating a society that is more just more equal more peaceful and – in the words of our nation’s founders – more perfect.
  2. zuckerberg_66: we all get meaning from our communities. whether our communities are houses or sports teams churches or music groups they give us that sense we are part of something bigger that we are not alone; they give us the strength to expand our horizons.
  3. ardern_59: that means upholding their own basic terms of service.
  4. zuckerberg_62: we get that our greatest opportunities are now global — we can be the generation that ends poverty that ends disease. we get that our greatest challenges need global responses too — no country can fight climate change alone or prevent pandemics. progress now requires coming together not just as cities or nations but also as a global community.
  5. zuckerberg_73: change starts local. even global changes start small — with people like us. in our generation the struggle of whether we connect more whether we achieve our biggest opportunities comes down to this — your ability to build communities and create a world where every single person has a sense of purpose.
  6. winfrey_12: and we understand that most americans believe in a clear path to citizenship for the 12000000 undocumented immigrants who reside in this country because it’s possible to both enforce our laws and at the same time embrace the words on the statue of liberty that have welcomed generations of huddled masses to our shores. we can do both.

Topic 3:

Terms: was, finished, convinced, wondered, hadn’t, kept, took, kicked, caught, reading, went, seemed, wanted, novel, launched.

Top docs:

  1. degeneres_9: anyway i had no idea what i wanted to do with my life and the way i ended up on this path was from a very tragic event. i was maybe 19 and my girlfriend at the time was killed in a car accident. and i passed the accident and i didn’t know it was her and i kept going and i found out shortly after that it was her.
  2. bezos_7: i have a very vivid memory of what happened next. and it was not what i had expected. i expected to be applauded for my cleverness and my arithmetic skills.
  3. portman_19: i was completely overwhelmed and thought that reading 1000 pages a week was unimaginable that writing a 50-page thesis was just something i could never do. i had no idea how to declare my intentions. i couldn’t even articulate them to myself.
  4. jobs_20: i lived with that diagnosis all day. later that evening i had a biopsy where they stuck an endoscope down my throat through my stomach and into my intestines put a needle into my pancreas and got a few cells from the tumor. i was sedated but my wife who was there told me that when they viewed the cells under a microscope the doctors started crying because it turned out to be a very rare form of pancreatic cancer that is curable with surgery. i had the surgery and i’m fine now.
  5. musk_2: when i was young i didn’t really know what i was going to do when i got older. people kept asking me. but then eventually i thought the idea of inventing things would be really cool.
  6. zuckerberg_77: last year i took him out to breakfast for his birthday. i wanted to get him a present so i asked him and he started talking about students he saw struggling and said “you know i’d really just like a book on social justice.”

Topic 4:

Terms: distinguished, thank, overseers, trustees, tessier-lavigne, ladies, inviting, guests, faculty, congratulations, introduction, honored, graduates, staff, faust.

Top docs:

  1. cook_82: thank you very much. and congratulations to the class of 2019!
  2. portman_2: i am so honored to be here today. dean khurana faculty parents and most especially graduating students thank you so much for inviting me.
  3. zakaria_1: thank you so much president faust fellows of the corporation overseers ladies and gentlemen and graduates.
  4. sandberg_2: thank you marie. and thank you esteemed members of the faculty proud parents devoted
  5. simmons_1: good day and congratulations to the harvard university class of 2021.
  6. zakaria_23: thank you ladies and gentlemen and to the graduates of harvard university’s class of 2012 godspeed.
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