02/2023

Contents

02/2023#

Sharon

02/02

Joram Tibasimwa

.

Weihenstephaner

02/23

VAH-EYE-HEN STEPH-AH-NAH

.

Fawaz/Ping

02/23

ssc nmissing

.

Lawrence

02/23

  1. Deaths outside hospital

  2. Minority and access

  3. CDC wonder data: outpatient vs. inpatient death

  4. Underlying cause of death by ICD

  5. To better understand

  6. PPT (criteria)

  7. Limiting factor is CDC: 75,000 rows is limit

  8. Export .txt delimited file

https://wonder.cdc.gov/controller/datarequest/D77

.

hymns

2023

  1. Dear Lord and father of man kind

  2. Immortal love

  3. Alleluia song to Jesus

  4. My God how wonderful you are

  5. The lords my shepherd

  6. God, whose alright word

  7. Come Oh Long Expected Jesus

  8. Love Divine

  9. Come Holy Ghost

  10. The Lord Is My Shepherd

  11. Be thou my guide

.

Dear lord and father of mankind,
Forgive our foolish ways; 
Re-cloth us in our rightful mind,
In purer loves thy service find, 
In deeper reference praise: 
In deeper reference praise.

.

Fellini

8 1/2

Dream sequence

.

Jerk Taco

02/04/23

  1. Oxtail (large) x2

  2. Jerk Chicken (large)

.

8 1/2

01/23

I thought my ideas were so clear. I wanted to make an honest film. No lies whatsoever. I thought I had something so simple to say. Something useful to everybody. A film that could help to bury forever all those dead things we carry within ourselves. Instead, I’m the one without the courage to bury anything at all. And now I’m utterly confused. This launch pad to deal with… I wonder why things turned out this way. When did I go wrong? I really have nothing to say, but I want to say it all the same.

.

Rely

01/23

Muscle
Faith
Data

.

Craft Beer Cellar

02/05

Penn 12:40pm - 1:40pm
Union 2pm-3pm

.

Miracle

02/05

Marvin sapp/Jonathan Dunn/Kevin Bond
Find YouTube tutorials
The scales in E-flat are unbelievable

.

Verbs 

2023

Do
Be 
Have 

X

Muscle as pessimism, Vici vs. Labor
Faith in data, Errata vs. Metaphysics
Data-blockers, Oblivio vs. Psychosis

X

Ambition 
Q&A type 
Slacker 

[7]

.

Woke

2023

Black Grammy

.

Abdul — servant
Abi/Abu — father
Melech/Malik — king
Al-Malik (God)

Mālik-ul-Mulk

.

Obuvunanisibwa

.

Caffo

02/06

Ziqi Fu
Phyllis Wei

0.clonegithub repo for HW1
— have to set up SSH keys
— but this aint good workflow

1.github username quiz 
2.passwordless logins for jupyterlab server on gitHub
— start terminal
— generate your key: ssh-keygen -t ed25519-sk -C "YOUR_EMAIL"
— more id_rsa (consider mv id_rsa.pub id_rsa)
— D
— navigate to your ssh keys on github 
— paste in the key (you copied & added above)
— ls -al

https://www.jhsph.edu/courses/course/35871/2022/140.628.01/data-science-for-public-health-i


.

2023

Vici — Runneth ‘o
Errata - Conjure
Oblivio - Data

.

My girls got a girlfriend

.

LESSONS FROM JACOB: FROM A FRAUDSTER TO A FORWARD-STAR

Temitope Jaiyeola

Temitope Jaiyeola
Associate Professor of Mathematics
Published Aug 27, 2020
+ Follow

LESSONS FROM JACOB: FROM A FRAUDSTER TO A FORWARD-STAR

'Jacob' means 'supplanter'=One who wrongfully or illegally seizes and holds the place of another i.e. usurper). In the bible, Jacob did some things:
(i) he deceitfully made Esau to sell his birthright; and
(ii) took Esau's blessing by false pretense.
Of course, Jacob didn't need to do all these to prosper. But his mum encouraged and supported him.
(i) and (ii) portray him in the light of today's internet fraudsters commonly called 'Yahoo boys'. By deceitfully taking someone's birthright through exchange with food is similar to 'advance fee fraud' which many tag '419' in Nigeria. Furthermore, birthright being exclusive to an individual is like a password or bank account details. By pretending to be Esau in dressing and speech, Jacob deceived his father. This is a 'yahoo boy' way of operation.
He ended up suffering for all he did. He even met a senior 'Yahoo boy' in the person of Laban who:

(a) changed his salary 10 times;
(b) deceived him maritally to serve for another 7 years after serving for an initial 7 years (making 14 years and was not still willing to release him);
(c) who was part of the reason why Jacob lost his preferred wife Rachel at an early age.
(e) He lived in the fear of Esau;
(f) Was deceived by his children that Joseph had died;
(g) He went through that trauma for years.

This was why God had to change his name from Jacob to Israel. One can use these to minister to Yahoo boys that they should repent or await future punishments and consequences.
In fact, Jacob himself at old age confessed to Pharoah of his struggles through evil times.

Gen 47:8 And Pharaoh said unto Jacob, How old art thou?

Gen 47:9 And Jacob said unto Pharaoh, The days of the years of my pilgrimage are an hundred and thirty years: few and EVIL HAVE THE DAYS OF THE YEARS OF MY LIFE BEEN, and have not attained unto the days of the years of the life of my fathers in the days of their pilgrimage.

Looking at Jacob in the light of the above, we can use him to preach repentance to yahoo boys. But this must be well explained and analyzed.

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Psalm 121

2023

From whence cometh my help?
From whence cometh evil?
From whence cometh earthquakes?

.

Life = Physical + Metaphysical

2023

  1. AI

  2. Deepfake

  3. Even AI for deepfake porn

X

  1. Libel

  2. Rigor

  3. Stick to the physical identity (i.e., DNA, fingerprints, digital ID, get offline)

X

  1. Jacob

  2. Fraud

  3. Esau

.

White Lotus: S2

2023

  1. Jealousy

  2. Paranoia

  3. Naivety

  4. Sex

  5. Faith

.

Existentialism

2023

Great lectures

* 		Michel Foucault
* 		Sun Ra at UC Berkeley
* 		Richard Feynman
* 		Joseph Campbell
* 		Carl Sagan
* 		Margaret Atwood
* 		Jorge Luis Borges
* 		Leonard Bernstein
* 		Richard Dawkins
* 		Buckminster Fuller
* 		Walter Kaufmann on Existentialism
* 		Jacques Lacan
* 		Roland Barthes
* 		Nobel Lectures by Writers
* 		Toni Morrison
* 		Bertrand Russell
* 		Oxford Philosophy Lectures

https://www.openculture.com

.

Ideal

2023

Rudderless
Twenty two
Middle-class

.

Objects = Data + Methods

.

Ella Mai/Babyface

2023

  1. For the lover in you/This is

  2. There you go/Boo’d up

  3. Can’t we talk/I keeps on fallin’

.

Italy

2016

Milano
Venecia
Bologna
Firenze
Roma

2023

Parma
Reggio
Rimini (San Marino)
Napoli
Palermo
Catania

.

Italian

02/05

Grazie di tutto 
Tutta la notte 
Si, tu!
Tu mi turbi 
Commandatore
Buornonotte tutte 
Tutti La vita 
La mare 
Vino Bellissimo, Sangiovese 

.

Yale

2023

Larissa MacFarquhar

https://www.newyorker.com/magazine/2002/09/30/the-prophet-of-decline

.

Moreover, action requires an inhibition of consciousness—it requires turning away from other possibilities and, in the moment of decision, blocking off all those mental motions that work against action, such as futility and ambivalence. The will to act, therefore, is a sign not that a man is full of force but that he is empty of human richness. “The exaltation of the will, in Iago,” Bloom writes, “emanates from an ontological lack so great that no human emotion possibly could fill it.” Action, decision, will—all are limited. Bloom’s hero is Hamlet, whom he compares to Nietzsche’s Dionysian man. “Both have once looked truly into the essence of things,” he writes. “They have gained knowledge, and nausea inhibits action; for their action could not change anything in the eternal nature of things. . . . Knowledge kills action; action requires the veils of illusion: that is the doctrine of Hamlet.”

.

2023

Science vs. Theology

Duncan just shared
https://www.youtube.com/watch?app=desktop&v=xt3BGDMRRts&feature=youtu.be
With an emphasis on min 41-51

x

AI
Deepfake porn
Libel/Rigor/Stick to Physical Activity

.

400 IM

Michael Phelps: 4:03:84 long course
Day Seto: 3:54:81 short course

.

Ray-Ban

2023

  1. RB3025

  2. Classic Polarized

  3. Aviator

  4. 62 Millimeters

  5. Any Color

$161

X

  1. RB3449

  2. Aviator

  3. Silver/Clear/Blue/Grey Gradient

  4. 59 Millimeters

$188

.

Hal

2023

Adieu, and take thy praise with thee to Heaven!

.

Ecce Homo

2023

Sblood, ‘twas time to counterfeit, or that hot termagant Scot had paid me scot and lot to

.

Valor

2023

The better part of valor is—

.

Falstaff

2023

I grant you I was down and out

.

https://raw.githubusercontent.com/smart-stats/ds4bio_book/main/book/assetts/kirby21AllLevels.csv

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Tasks

2023

  1. There are mundane tasks that every generation of analysts deals with

  2. It is these for which we are building an in-house catalogue

  3. Easily accessible and usable by new and old hires

  4. Analysts should be spending time on idiosyncratic tasks

  5. Question then is what are the mundane and what the idiosyncratic?

.

Chasing Wind

2023

  1. Ambition/Power

  2. Meaning/Knowledge

  3. Please/Fun

Ecclesiastes 1:14

I have seen all the works that are done under the sun; and,
behold, all is vanity and vexation of spirit.

.

Workflow

2023

1.Organization 
— on GitHub
— ds4ph-bme

2.Repository
— ds4ph-spring-hw-4-muzaale
— or other homework 
— classroom repo is private
— your own is public 

3.File
— add or open
— github.dev (not github desktop)
— README.md for instance
— bsph is paying for python
— otherwise google colab is an option
— download .ipytn then upload to github

4.Terminal
— not yet figured this out
— where it is and its advantage
— but I think its code space/jupyter
— @muzaale ➜ /workspaces/codespaces-jupyter (main) $ 

5.Wepage
— control+U (in chrome)
— source code
— .html (hypertext markup language)
— indent within levels (caffo)
— not required as it is in python
— but good practice 
— double-click on .html file
— https:// or file://
— webserver serves a local file to the world
— JSON & CSV two most popular data formats
— software & analysis folks

6.HW4
— interactive figure
— host on personal repo
— not on HW4/class repo
— shared link should work 

7.Languages
— R, Python
— those are the two
— virtual studio code (vs code) vs. r studio 

8.Other
— https://github.com/bcaffo/testClassRepo2023
— https://bcaffo.github.io/testClassRepo2023/figure.html

9.Relational
— databases
— connect tables to one another
— most popular data format every created
— being used in industry
— we don’t teach them!!
— sql via sqlite (structured query language) 
— like a database on phone for app
— for bigger databases maybe something else


.

Circa 2010 I randomly learned some python for a med school viral genetics project. and promptly forgot everything. Dusted some stuff off for PMAP purposes but it’s still very dusty and I think I want to audit Cafo’s class next year to refresh

— Bill

.

PMAP

2023

  1. Access to PMAP

  2. EHR, Patient Surveys, Clinical Trials, Outpatients Visits

  3. PMAP Data Projection

  4. PMAP Data Projection of KT Cohort

  5. Linkage with Neighborhood level indices, Supplement with SSDMF

  6. Data quality assessment, data cleaning and management, data analysis, prediction model building

  7. Model integration back into the EHR (for clinicians to use): MGB PhD ***

  8. Contents and Capabilities of Precision Medicine Analytics Platform

  9. Working with Scott Zeger

X

Parametric

.

Kalinaki

2023

Mr Kalinaki is a journalist and  poor man’s freedom fighter.

.

Navel-gazing

2023

There is, culturally, an image of a man in black, holding a skull, who’s deemed to be self-indulgent, navel gazing, the image of a melancholy, suicidal man,’’ said Branagh, relaxing at the Houstonian after a recent preview screening of his film

.

Carbon

2023

Why so hard!"--said to the diamond one day the charcoal; "are we then not near relatives?"--
Why so soft? O my brethren; thus do I ask you: are ye then not--my brethren?
Why so soft, so submissive and yielding? Why is there so much negation and abnegation in your hearts? Why is there so little fate in your looks?
And if ye will not be fates and inexorable ones, how can ye one day-- conquer with me?
And if your hardness will not glance and cut and chip to pieces, how can ye one day--create with me?
For the creators are hard. And blessedness must it seem to you to press your hand upon millenniums as upon wax,--
--Blessedness to write upon the will of millenniums as upon brass,--harder than brass, nobler than brass. Entirely hard is only the noblest.
This new table, O my brethren, put I up over you: BECOME HARD!--
30


.

Trajectory

2023

The courses of his youth promis’d it not

.

Carbon copies 

Why so hard!"--said to the diamond one day the charcoal; "are we then not near relatives?"--

Why so soft? O my brethren; thus do I ask you: are ye then not--my brethren?

Why so soft, so submissive and yielding? Why is there so much negation and abnegation in your hearts? 

Why is there so little fate in your looks?

And if ye will not be fates and inexorable ones, how can ye one day-- conquer with me?

And if your hardness will not glance and cut and chip to pieces, how can ye one day--create with me?

For the creators are hard. And blessedness must it seem to you to press your hand upon millenniums as upon wax,--

--Blessedness to write upon the will of millenniums as upon brass,--harder than brass, nobler than brass. Entirely hard is only the noblest.

This new table, O my brethren, put I up over you: BECOME HARD!--

X

1 Corinthians 2:9
Open menu
King James Version
Open menu

9 But as it is written, Eye hath not seen, nor ear heard, neither have entered into the heart of man, the things which God hath prepared for them that love him.

X

Is this the basis of all my aesthetics? 
Yes, yes, yes!
Three times yes!

.

Angleterr

2023

But Branagh, steeped in the English theater tradition in which the role and the play are more important than the actor, doesn’t seem to have any major pretensions about his work or importance.

.

Nationality

2023

Actor
Role & Play
Censor

X

US: Actor > Role & Play —> Celebrity
Britain: Role & Play > Actor —>  Modesty
Russia: Censor > Actor, Role & Play —> Kremlin 

.

I think people are always looking for symbols of something that works in a difficult situation, be it the perils of show business or indeed the difficult situation for anyone these days of being married or in a relationship,’’ Branagh said of the split. “”When they see those models not work, it’s disappointing

.

Milano

2023

it is a very lively, curious, bright, vibrant story that is not about people predisposed to be manic-depressives but people struggling with the business of being alive

a man in turmoil commenting and reacting in a sort of early midlife crisis to everything that goes on around him which involves his views on family, his views on religion, his views on war, and his views on politics

this incredible debate – about everything – celebrates the glories and the utter insignificance of humans in the cosmos

Gianmaria Biancuzzi

https://milanoartguide.com/reviews/review-hamlet-latella-piccolo-teatro/

.

Give me life!

2023

Honor
KnowledgeLife

Thus saith Falstaff

.

openai

2023

Deftly handled my questions
Hamlet vs. Harry
Similarities

.

Shiny

2023

— open ai
— web apps
— presentation

.

Limits

2023

1.Really big data 
— causes of death in the US: 1959-2017
— remote/institutional computing power
— linux command terminal
— how about free R? Even python via colab 
— at least be able to import/export any format into/outof R

2.Quietly
— be in control of monitor and .log output
— easily identify bugs
— monitor progress on scripts that run for hours-to-days

3.Languages
— SAS
— R
— Python
— Collaborators
— May send and request non-Stata formats

.

Vanity

2023

Bake
Wake
Cake 

2. Wake

Where be your gibes now? Your gambols? Your songs? Your flashes of merriment, that were wont to set the table on roar? 

The contrast between Yorick as "a fellow of infinite jest, of most excellent fancy" and his grim remains reflects on the theme of earthly vanity: death being unavoidable, the things of this life are inconsequential

3. Cake 

How stand I then that have a father maim’d, a mother stain’d, excitements of my reason and blood, and let all sleep? 

.

cooler heads prevailed

.

The Swimmers

2023

  1. Netflix

  2. Script

  3. Compelling

.

Hannah

02/20/2023

Ancestry - origin: person, place, time // one’s heritage tied to a geographic region, place of origin, or cultural group

Ethnicity - shared culture // a group with a shared culture, language, religion, and/or expenses and generally associated with a geographic region or country 

Race - hierarchical grouping classification or categorization of people based on perceived differences irrespective of culture, country of origin, or ancestry 

x

eGFR equation that included race 
Been replaced with equation that excludes race
Variability of data 

x

Review Lancet article 
Mind mapping 
How is that risk related to race?
Once suggestion

.

Constructs 

02/20/23

1.Nothing in nature ensures equality among humans. Simple fact of biology 

2.Social justice warriors claim that race is a social construct

3.But equality is a social construct as well, justice is a social construct, equity is a social construct.

4.They reflect social values of a liberal kind whereas race reflects social values of a more historical kind. 

5.Does being a social construct per se invalidate something? Or is it context specific? (Equality is invalidated by that argument or is it an exception, a goal, a desired construct?)

X

At bottom: neglecting a process and resorting to definitions & redefining unpleasant stuff 

.

HW5

2023

Colab will not work anymore
Gotta switch over to class server 
Python file, not Jupyter

Base R 
Tidyverse 
How to use the jupyter server!

.

Three generations

2023

Festo Kivengere

Ruhakana Rugunda

Kwame Rugunda

https://savannah.ug/leadership/

.

Remote work

2023

When you drink too much, you’re more likely to make bad decisions or act on impulse

During a lab meeting via zoom. But has also happened in-person

.

Heed

2023

Deeds/Tame

  1. Let them precede you

  2. They are most articulate

  3. And thats it all folks!

Be-attitudes/Soothe

  1. Blessedness of certain qualities

  2. Vary with ideology

  3. Imposed by the current powers

Prudence/Abide

  1. Put up with

  2. Mostly by avoidance

  3. Escape with the default: alcohol, drugs, hiding

.

Verbs

2023

  1. Do/Flaunt

  2. Be/Virtuous

  3. Hide/Avoid

.

Si tu vois ma mére

.

Blame

22/23

Armstrong was a foundational influence in jazz, shifting the focus of the music from collective improvisation to solo performance

It’s because of him that we now have Kenny G & smooth jazz. Just as we have the romantic musicians like Wagner because of Beethoven

Emotional, navel-gazing, personality cult, and such stuff where the actor is bigger than the role they play. Where one whineth and seeketh comfort, wherein art sootheth the savage breast. Where classical Greco-Roman or Judaic virtues of strength are replaced with Christian and Vatican beatitudes

One who tameth is now reviled for the hierarchical structures he imposed on the weak. The tamer, the one who once commanded, is now cancelled! His only option? Prudence! Hideth! Avoid!

.

We are the weird ones who have these ideas about art

.

https://www.newyorker.com/culture/cultural-comment/does-kenny-g-make-good-music

https://www.youtube.com/watch?v=a546lxxJIhE

https://www.amazon.com/gp/video/detail/B00D5DVU3A/ref=atv_hm_hom_1_c_lZOsi7_2_1

.

Content

2023

Content creator

  1. Something I mocked in the past

  2. But here I am preparing content for my Gen Z students

  3. They will surely have the last laugh :)

.

Babyface

Launched a kid that wrote a thousand songs

.

Scrape this!

2023

https://en.wikipedia.org/wiki/List_of_songs_written_by_Babyface

.

Nina omukwano gwange ye Yesu

2023

Yanunamya

.

Annuŋŋamya mu makubo ag’obutuukirivu olw’erinnya lye

.

η .

2023

Y’annuηηamya
Yakuη-ηαanyizza
Baakuη-ηαaanyizza 40m /-
ηηenda

.

AYF MISSION STATEMENT

To preach the gospel of the saving power of Jesus Christ through music and testimony to all peoples of different tribes and nations.

Preaching has often been done in language(s) that can be understood by the target audience, and this is reflected in the linguistic diversity of AYF music. As we preach the gospel of Christ, we warn all about the wrath of God against godlessness and wickedness while encouraging the body of believers in Christ into true worship of God so that God can be glorified in all that we say and do.

AYF Band

https://www.youtube.com/channel/UCZxR2Y8sF_WCv2BvLyBDGMA

.

Pace

2023

9 IM sets
90min
2/3 m/s

.

Greta Thurnberg

2023

The lady, me thinks, doth protest too much

.

Combination locks (for gym)

2010: 25 33 08
2023: 13 31 21

.

Ganda

2023

ŋŋyamba, nnyinyonnyola

.

03/2023#

PoV - Bill Maher

2023

— Uniform
— Predictable
— Feminine
— Diversity?
— Not of ideas!

.

2nd Derivative

Concave like a cave
Convex cups hold water

.

Rigoletto

2023

Maddalena
Aspettatte

.

#slacker 


2023

Recreational smoker: indulges once in while
Stoner: indulges once a day
Pothead: high more times than not

.

dolphin

.

Arsenal

2023

Arsenal came back
From 0-2 without striker
Jesus & Nketiah injured
Trossard off with early injury

.

Bet 365

2023

Arsenal -110
Man City +110

https://www.nj.bet365.com/#/AC/B1/C172/D1/E74884037/F2/

.

Warren Campbell

2023

https://www.youtube.com/watch?v=jA19Epq3KMo

.

Trevor Noah

2023

Mimesis

https://www.youtube.com/watch?v=jvzmPsqag9w

.

And why does everyone over the age of 40 still feel the need to talk about pronouns? Haven’t enough TV shows, movies, stand-up comics, dads, uncles, and grandads made every “joke” there is, including Rock’s? (“Yeah, I’m rich, but I identify as poor,” Rock said. “My pronoun is Broke.”)

.

Chris Rock

2023

None of us has ever been interviewed by the person that cheated on us, on television… She hurt him way more than he hurt me

And after this interview Rock implies that, “everybody in the world called him a bitch. I tried to call the motherfucker, I tried to call that man and give him my condolences, he didn’t pick up for me.” The comedian then went on to list off all the people in Hollywood who called Smith a “bitch” after the aforementioned interview including “The View,” “The Breakfast Club,” “Drink Champs” and so on. “Everybody called him a bitch and who did he hit? Me.”

He then switched tone, “I love Will Smith, my whole life… he makes great movies. I rooted for Will Smith my whole life,” Rock said. “And now I watch ‘Emancipation’ just so I could watch him get whooped.”

https://www.indiewire.com/2023/03/chris-rock-selective-outrage-review-netflix-special-1234815941/amp/

.

TV

Amazon: Rocky
Netflix: Bardo
HBO: New Jack City

.

Sankey

https://towardsdatascience.com/sankey-diagram-basics-with-pythons-plotly-7a13d557401a

.

MiT

2023

#chatgpt 
#openai 

https://www.technologyreview.com/2023/03/03/1069311/inside-story-oral-history-how-chatgpt-built-openai/

https://codespaces-jupyter/R_path.txt

.

GPT-3 has 175 billion parameters (the values in a network that get adjusted during training)

.

Cabrón/a - Asshole

.

Twins

Kato
Nkuru

.

#chrisrock
#selectiveoutrage
#jadapinket
#willsmith


"Everybody in the world called him a b----," Rock said. "I tried to call the motherf----- and give him my condolences; he ain’t pick up for me. Everybody called that man a b----, f------ Charlamagne [tha God] called him a b----, ‘The Breakfast Club’ called him a b----- and ‘The View’ and ‘The Talk,’ and every rapper, they called him a b----, his wife a predator, everybody called him a b----. Everybody! Everybody! And who does he hit? Me!"

Rock also accused Pinkett of pressuring him to not host the Oscars in 2016 because Smith wasn’t nominated. 
"So did I do some jokes about it, who gives a f---?" he said. "That's how it is. She starts it, I finish it. That's what the f--- happened. Nobody's picking on this b----. She started this s---."

https://en.wikipedia.org/wiki/Three_wise_monkeys#/media/File:The_Three_Wise_Monkeys,_Nikkō_Tōshō-gū;_April_2018.jpg

.

It may indeed be safely predicted that once the English people have recovered from the first shock of Nietzsche’s thoughts, their biblical training will enable them, more than any other nation, to appreciate the deep piety underlying Nietzsche’s Cause

DEAR ENGLISHMEN,—In one of my former writings I have made the remark that the world would have seen neither the great Jewish prophets nor the great German thinkers, if the people from among whom these eminent men sprang had not been on the whole such a misguided, and, in their misguidedness, such a tough and stubborn race. The arrow that is to fly far must be discharged from a well distended bow: if, therefore, anything is necessary for greatness, it is a fierce and tenacious opposition, an opposition either of open contempt, or of malicious irony, or of sly silence, or of gross stupidity, an opposition regardless of the wounds it inflicts and of the precious lives it sacrifices, an opposition that nobody would dare to attack who was not prepared, like the Spartan of old, to return either with his shield or on it.

an aristocrat—a man who, just like the anarchist, but with a perfectly holy right, wishes to obey no laws but those of his own conscience; a man who thinks too highly of his own faith and persuasion, to convert other people to it

https://www.youtube.com/watch?v=PkKj5jlNpwk

.

Greatness

Amores Perros
21 Grams
Babel
Biutiful
Birdman
Revenant

.

Sex

2023

Have you ever been offered sex on a menu?
Dry or wet?
I was baffled!

.

The best comedy punches up at people in power, not down at unprotected people — these comics have been in the game long enough to know this

.

And so it hurts him, like the thought of a lost Paradise, to see a herd grazing, or, nearer still, a child, that has nothing yet of the past to disown, and plays in a happy blindness between the walls of the past and the future

.

his life is the fairest who thinks least about life

.

HI2015 score

2023

  1. Nutrition

  2. Each

  3. Liz Sullivan

  4. Casey Rebholz

.

Graffiti

2023

Vigilantes?
Bando?
Ha!

.

Swimming

2023

  1. Streamline Position

  2. Dolphin Kick Up/Down

  3. Ankle Flexibility

  4. Undulate: Kick + Arm Counterbalance

  5. Velocity > 1 m/s

.

Olobbo

2023

12pm - 10pm
Carving Room NoMA
The Pub & the people
The consulate

Catchup with Olobo
12pm Saturday 03/18/23
Carving Room NoMA
140 M St NE Washington, DC 20002

.

Umu

2023

So yes I am a lawyer by profession. Feminist, art(african) lover, curious brained, into business(I have co owned a betting company at some point this my long 39 years) and Ido plenty community building work.

Tell me, what are your dating politics?

.

340.700

2023

Online
Github
Raw
.Do, .Ado, .DTA, .R, .csv
Tasks

.

First time

2023

To ever dream in language other than English
And it was some object-oriented language
Not too sure which but I suspect python

Objects over time

  1. Names

  2. Person

  3. Place

Procedures (tasks) on blocks

  1. If (over a scope)

  2. While

  3. For

Scope

  1. Lexical

  2. Dynamic (Run time)

.

Python

In 2019, Python became the second most popular language on GitHub, the largest source code management website on the internet, second only to JavaScript

.

It’s the attitude of the eagle
— inspirational fella who appears to channel Nietzsche

.

Improving allocation efficiency of hard-to-place deceased donor kidneys: Predicting probability of discard or delay

2010

.

<<dd_version: 2>>
<<dd_include: myfile.txt>>

echo This is some text > myfile.txt

https://www.stata.com/stata-news/news36-1/spotlight-markdown/

.

Stata

Ides of March

  1. User control of output

  2. Courseplus quizzes built on that (.log file)

  3. But also hand in script (.do file)

  4. Post file all .log output

  5. Jupyter book instead of .ppt

  6. Reverse catalogue (drop vs keep)

.

Winans

His Gift — album

.

Cedric Caldwell

2023

Gives his sister-in-law the most compelling sound

Worship is probably my favorite kind of music
— Cece Winans

.

My Bitch better have my money
— The Pimp in I’m gonna get you sucka

.

And that’s why I make the big bucks!

.

Passion

2023

Commit a forgery to prove something you believe is true

.

Trump

2023

When you’ve gotta agree with him 100%

https://www.youtube.com/watch?v=W5Pm_HcXcbI

.

Followers

2023

  1. Football: Top two most followed are footballers

  2. Brands: Instagram, Nike, Nat Geo, RMA, Barcelona, UEFA CL, NASA, NBA

  3. Industries: Sports, Music, Socialite, Wrestler, Comedy, Actress, Gov Agency

.

Tequila

2023

  1. Blanco

  2. Añejo

  3. Reposado

.

It’s no secret that the late Queen Elizabeth II was an admirer of Arsenal FC. In fact, the Gunners were the only Premier League team that was invited to Buckingham Palace during her reign.

.

streamlit run /workspaces/codespaces-jupyter/app1.py

streamlit run app2.py –server.enableCORS=false

https://raw.githubusercontent.com/smart-stats/ds4bio_book/main/book/assetts/kirby21.csv
https://raw.githubusercontent.com/smart-stats/ds4bio_book/main/book/assetts/kirby21AllLevels.csv

https://muzaale-vigilant-fortnight-qrgxxqqwv4xcx5wp-8050.preview.app.github.dev

.

HW5

  1. Create a python file that webscrapes GDP by country and plots a stacked interactive bar plot using plotly. Stack countries within regions using the IMF numbers.

  2. Display the plot in a streamlit app that displays a stacked bar plot of country GDPs stacked within regions. Allow the user to select between the IMF, UN and World Bank reported numbers.

  3. Create a short (5-10 second) gif demonstrating your app functioning. Note I use the Chrome Capture extension for this. Add your gif to your repository.

In your git repo for the assignment have the python file that scrapes the data, the streamlit python file and your gif.

Hide code cell source
import streamlit as st
import requests as rq
import bs4
import pandas as pd
import plotly.express as px
import numpy as np
from dash import Dash, dcc, html, Input, Output

#st.title("GDP by Region")

url = 'https://en.wikipedia.org/wiki/List_of_countries_by_GDP_(nominal)'
page = rq.get(url)
page.text[0 : 99]

bs4page = bs4.BeautifulSoup(page.text, 'html.parser')

tables = bs4page.find('table',{'class':"wikitable"})

gdp = pd.read_html(str(tables))
gdp = pd.read_html(str(tables))[0]

## There's an empty row

gdp = gdp.rename(columns={"UN Region": "Region", "IMF[1][13]": "IMF", "World Bank[14]": "World Bank", "Country/Territory": "Country"})
gdp.IMF = gdp.IMF[gdp.IMF != "101560901"]


gdp.IMF = gdp.IMF[gdp.IMF != "101560901"]
gdp = gdp.drop(gdp.columns[3], axis=1)
gdp.IMF = gdp.IMF.apply(pd.to_numeric,errors='coerce')
gdp = gdp.dropna()

# gdp.dtypes
#gdp_imf = pd.to_numeric(gdp_imf, errors='coerce')
#gdp = gdp.dropna()

gdp = gdp.to_numpy()

regions = gdp[:, 1]
gdp_imf = gdp[:, 2]
countries = gdp[:,0]

colors = px.colors.qualitative.Pastel1 # set the color scheme

fig = px.bar(x=regions, y=gdp_imf, color_discrete_sequence=colors, hover_data=[gdp_imf])
fig.update_layout(template='plotly')
fig.update_xaxes(title_text="Region")
fig.update_yaxes(title_text="GDP as per IMF (in USD)")
---------------------------------------------------------------------------
ModuleNotFoundError                       Traceback (most recent call last)
Cell In[1], line 1
----> 1 import streamlit as st
      2 import requests as rq
      3 import bs4

ModuleNotFoundError: No module named 'streamlit'