oft , oft , oft

Recently I’ve been busy learning python. This is a short summary of what I’ve learned so far, mainly for accountability purposes.

I learned how to scrape websites using BeautifulSoup and that I should include a sleep(x) between requests so as not to hammer the site and get my IP banned.

I learned how to use NLTK to generate random sentences with a seed word using ngrams.

Couple of examples using seed words “Lady” and “Man”. Experimented with using bigrams, trigrams and quadgrams (sp?)

Lady of Chertsey , Who said , who loved to see little folks merry ; So he made them a Book , and with laughter they shook At the fun

Lady of Clare , Who said , oft , oft , oft , oft , oft , oft , oft , oft , oft , oft , oft , oft , oft , oft , oft , oft , oft

Man of the Isles , Whose face with red ochre . When they silenced his clamor . By smashing that Person of Chili . There was a Young Lady whose eyes Were unique as Angels kenn he fell , from SYRIAN ground , That nasty Old Person of Chili . There was dire , As Gods , and dazling Arms ,

Lady of Parma , Which drowned that Old Man of Chertsey , Who possessed a large Cow , but buns , That dolorous Man of the air could repose ; But they gave him awake they fed them on Snails , and weighed them in scales ; When she ceased to repine , That capricious Young Lady of Ischia , Whose toilette was None

Man by him seduc’t , but on the harp , for the ease you find To Noon he fell By FONTARABBIA . For Spirits when by the Vision led His eye survay ‘d the cold . There was an Old Man of Whitehaven . There was a Young Lady of Prague , His utmost power oppos’d In dubious Battel on the will

Lady whose chin Resembled the point of Crete , Whose toilette was far from complete ; He sat on whose nose Most birds of the Wrekin , Whose head was as the bush ! ” There was an Old Man with a gong . There was horribly vague ; But in handing his daughter , Which refreshed that virulent Bull

I learned that animals from different countries have different accents. And different countries have different sounds for sounds.

For example: In English, a knocking on the door is “knock knock” but in Polish the sound is heard as “puk puk”. In English, pigs go “oink oink” but in Korea pigs go “GGOOL GGOOL” (꿀꿀).

And that’s it.



I read an article recently, titled “Running Is Stupid, So Why Do I Do It?”

And it reminded me of this passage from “The Curse of Lono” by Hunter S. Thompson

There are 30,000 of them now and they all are running for their own reasons. And this is the angle — this is the story: Why do these buggers run? What kind of sick instinct, stroked by countless hours of brutal training, would cause intelligent people to get up at 4 in the morning and stagger through the streets of Honolulu for 26 ball-busting miles in a race that less than a dozen of them have any chance of winning? This is the question we have come to Hawaii to answer — again. They do not enter to win. They enter to survive, and go home with a T-shirt. That was the test and the only ones who failed were those who dropped out.

Most people grapple with the fact that I run as a hobby. For leisure and not punishment. They often ask what am I training for and I answer nothing. I’m essentially a hobby yogger.

I don’t post my runs on social media and neither do I talk about it unless prompted to. I feel that running is a private activity and try to keep it that way. Yes, I do run in public places, but at same time I am by myself. The only participant in this impromptu race to nowhere. Challenging myself to be better.. for no apparent purpose.

I usually run by time or direction and see where my feet take me. I do get lost often and usually have to ask for directions. But I love that. The people I meet are always so helpful, which is a refreshing change from the barbaric hordes you battle with during rush hour.

So if running is stupid and hard, why do I do it?  I honestly don’t know. But I do know not running is harder.


In American Beauty (1999), Kevin Spacey stars as a depressed middle-aged man who suffers a midlife crisis after falling in love with his daughter’s best friend. This movie helped popularize many of the iconic images we now associate with the midlife crisis – buying a flashy car, vanity and trying to be relevant again.

It is believed that the midlife crisis is brought about when one starts to examine one’s life circumstances. Their health, career and relationships. How satisfied are they with their current condition and how to improve or rework them. And it seems that even apes experience midlife crisis.

The midlife crisis is usually triggered by a period of stress or depression. And women  might be more susceptible to it due to life experiences which are unique to women such as pregnancy and menopause.

According to the National Alliance on Mental Illness, most life experiences attributed to depression are unique to women, such as post-partum changes, infertility, and hormonal fluctuation. Evidence has shown that people suffering from depression have different brain chemistry which is altered by hormones that control emotions and mood. These hormones are particularly heightened during certain times in a women’s life, including postpartum period and menopause.

In addition, it seems that most people experience a lull in their 40s-50s. When scholars started studying the “science” of happiness, they noticed a recurrent pattern that is now known as the U-curve:

“Whatever sets of data you looked at,” Blanchflower told me in a recent interview, “you got the same things”: life satisfaction would decline with age for the first couple of decades of adulthood, bottom out somewhere in the 40s or early 50s, and then, until the very last years, increase with age, often (though not always) reaching a higher level than in young adulthood. The pattern came to be known as the happiness U-curve.

However, although most people seem to experience this nadir in their lives, how badly their happiness dips is dependent on a slew of other factors besides age such as income, marital status, employment. For example, it appears that people in wealthier countries tend to be more dis-satisfied and experience a greater deal of “unhappiness”.

And then there’s the quarter life crisis. But I’ll save that for another post.



A gentle giant and the girl who raised her are caught in the crossfire between animal activism, corporate greed and scientific ethics.

Starring: Tilda Swinton, Jake Gyllenhaal, An Seo Hyun
Director: Bong Joon Ho

I was really keen on watching this film as it has been receiving rave reviews. Even from Mark Kermode! However, I found it to be disappointingly ok. Definitely didn’t live up to the hype.

I felt like the movie couldn’t make up it’s mind on whether it was a comedy or a serious drama. It just seemed all over the place with contrasting bits of exposition and over the top characters. I really liked Tilda Swinton’s performance in this though.

Source: Wikipedia https://upload.wikimedia.org/wikipedia/en/f/f6/Okja.png

Thoughts on the movie:

Better written reviews:

  • https://assholeswatchingmovies.com/2017/06/29/okja/

    Yes, it’s a completely weird movie, one that can feel like a cartoon and a horror at the same time, that can make you laugh amid the darkest of scenes. I realize this movie won’t be for everyone, but I found it profoundly interesting. Tilda Swinton is excellent, and Gyllenhaal does something we’ve never seen from him before. But it’s Seo-Hyun Ahn who steals the show, her bond with Okja and her purity of heart that elevate this movie from fantasy to fable.

  • https://theviewingtank.wordpress.com/2017/07/06/movie-review-okja/

    Okja, just like its titular character, is an ungainly bizarre hybrid – one part family movie, one part action adventure, and one part dark satire. However it can also be said that this is what saves it from being another formulaic hallmark movie about an animal and her human. It’s a technically impressive movie with bold statements that are worth pondering about.

  • https://adcoluke.wordpress.com/2017/07/07/i-attempt-reviews-okja/

    It’s a genius film, with a very clever twist on a topic that is very relevant in today’s society. Everything about it is very well done, and every second is enjoyable. You will be shocked, upset, thrilled, and jumping out of your seat during Okja, and when a film can make you do all that, you know it’s good.

  • Why does one arm pit stink worst than the other?

    I’ve been wondering about this for a while and decided to research it.


    • Asymmetrical sweat glands distribution
    • Arm pits have different sets of microbes
    • The side which is more active is usually less stinky

    Asymmetrical sweat glands distribution

    One arm pit will usually have more sweat glands than the other and this will lead to you sweat more on one side. Although sweat itself has no smell, it reacts with the bacteria under your arm and produces an odor. Since one side is sweatier than the other, the stink will be more noticeable on that pit.

    But — here’s a real shocker — sweat and other secretions don’t actually smell. Sweat, sebaceous, and apocrine glands secrete volatile organic compounds, and odors arise when these “VOCs” interact with bacteria on the skin, in hair follicles, and in the mouth.

    Arm pits have different sets of microbes

    What are microbes?

    Microbe is a term for tiny creatures that individually are too small to be seen with the unaided eye. Microbes include bacteria (back-tear-ee-uh), archaea (are-key-uh), fungi (fun-jeye) and protists (pro-tists).

    YourWildLife.org actually did a informal study to find out how does one’s lifestyle affect their armpits’ microbiome.

    The picture below is a comparison between one of the participant’s left and right pits


    It indicates that there is more microbes in the left pit. Since odor is produced only when sweat interacts with the microbes, having a different set of microbes (eg. different types of bacteria or amount) will give each of your pit an unique bouquet.

    The side which is more active is usually less stinky

    This is a personal theory of mine. When I had surgery on my right shoulder and had it in a sling for about a month, my right pit produced some serious funk. I think that the more active your arms are, the more the pits are able to “breathe” or air themselves out, thus helping to mitigate some of the stink.

    Playboy And The Crooked Man

    In August 1955 Playboy published “The Crooked Man”,  a short story by Charles Beaumont.

    “The Crooked Man” was written by Charles Beaumont (1929-1967) a horror and science fiction writer who wrote short stories and screenplays. His work includes The Intruder and 7 Faces of Dr. Lao. Many of his scripts were produced on The Twilight Zone. Beaumont died at 38 of what is now known as Alzheimer’s disease.

    The story is about what’s it like to be a straight person in a society where being homosexual was the norm. It’s a really interesting read and surprisingly relevant even today.

    Jesse sipped at the whiskey, remembering the Hunts. How the frenzied mobs had gone through the city at first, chanting, yelling, bearing placards with slogans: WIPE OUT THE HETEROS! KILL THE QUEERS! MAKE OUR CITY CLEAN AGAIN! And how they’d lost interest finally after the passion had worn down and the novelty had ended. But they had killed many and they had sent many more to the hospitals

    He remembered the nights of running and hiding, choked dry breath glued to his throat, heart rattling loose. He had been lucky. He didn’t look like a hetero. They said you could tell one just by watching him walk–Jesse walked correctly. He fooled them. He was lucky.

    And he was a criminal. He, Jess Four Martin, no different from the rest, tubeborn and machine-nursed, raised in the Character Schools like everyone else–was terribly different from the rest.

    Read more here. It may not suitable for young readers.

    Salad Youtiao 沙拉油条

    You Tiao (油条) is a fried cruller that is usually ate for breakfast. It is usually accompanied by porridge, soya milk, Bak Kut Teh or Tau Suan.


    I’m sure many people have tried the basic youtiao, but I doubt they have not tasted the Salad Youtiao. This is an underrated Singapore dish, often overlooked by guide books and foodies.

    Salad Youtiao - Source: http://forumspp.vr-zone.net/

    It is a simple dish. Basically crispy youtiao stuffed with shrimp or fish paste and served with lashings of mayonnaise. These golden brown pieces of greasy goodness may not look impressive, but I assure you they are a definite must-order at any zi-car place!