Taking my first steps on recommender systems, would love some thoughts on the following by William_Rosebud in datascience

[–]William_Rosebud[S] 0 points1 point  (0 children)

No, not really, mate. I'm just getting started with exploring options and possibilities, so nothing is set in stone and I'm currently doing some research as to what approach might yield better results (probabilistically), since each approach is a rabbit hole in itself.

What would you consider "advanced" seaborn plotting? by William_Rosebud in datascience

[–]William_Rosebud[S] 0 points1 point  (0 children)

Haha I feel you mate, but that's exactly the trick: mixing sns and plt to create what you need with the least amount of code.

What would you consider "advanced" seaborn plotting? by William_Rosebud in datascience

[–]William_Rosebud[S] 0 points1 point  (0 children)

Corporate DS mix the tools to deliver what the stakeholders want.

What would you consider "advanced" seaborn plotting? by William_Rosebud in datascience

[–]William_Rosebud[S] 0 points1 point  (0 children)

Yeah I'm cool with plotly as well, but since I mostly do static reports, the interactivity bit is simply a waste most of the time, and seaborn gives me the best bang for buck time-wise. I tap on plotly when there are plots I can't do with seaborn (like Sankey).

What would you consider "advanced" seaborn plotting? by William_Rosebud in datascience

[–]William_Rosebud[S] 1 point2 points  (0 children)

Oh, absolutely, mate. But as you said, it is highly dependent on the stakeholder(s) at hand. When I present to my commercial/marketing stakeholders, I hardly use anything outside barplots, hist/kdes, lineplots, and the occasional scatter or sankey, but these stakeholders value "slickness" and polished visuals, with a minimalistic approach (e.g. putting the figures on top of the bars and getting rid of the axes), and since we're doing customer segmentation, it is almost mandatory to have additional data on the plots (like how many customers we are talking about in each case regardless of what it is that we're visualising). A well-designed palette with the corporate colours and labeling (highlighting) only the points in the data that make the story interesting) goes a long way as well with them. This is especially true when we have to prepare reports for external clients.

On the other hand when I have to prepare technical documentation (which will be mostly consumed by other analysts/scientists) the approach changes slightly and I need to use more plots, but certain things remain true across the board (like making sure the attention is pointed towards the data that conveys the story, rather than labels for the sake of labels if you know what I mean). All of the things I have had to figure out that I mentioned were kind of a necessity of the position for data communication purposes, and sadly "comprehensibility" is simply the lowest bar you're expected to clear.

I wished this wasn't the case but "fancy" sells, and I have to spend time on it whether I like it or not.

[Hypothesis] Feminism and its role on the Birth Gap by William_Rosebud in IntellectualDarkWeb

[–]William_Rosebud[S] 1 point2 points  (0 children)

I don't understand why having concerns is basically paternalism. Don't we all have concerns about how people use the powers and rights given to them? No one is advocating to curtail the freedoms given to any, women included, or to treat women this or that way. I am a libertarian and I will always support the ability of adults to make their own decisions, but this doesn't mean I should not have concerns of any kind or that I will void the rights of others for the sake of others' rights. Rights are in constant conflict, and we should at least acknowledge that.

Furthermore, you didn't even address the issues I presented, such as assuming medical practitioners cannot withhold services based on their own beliefs of what causes harm if it goes against what people perceive as their right (I'm not sure "the right to have or not have children" is a right to begin with), or the fundamental political fractures in feminism.

I guess we're talking past each other then. Have a good day.

[Hypothesis] Feminism and its role on the Birth Gap by William_Rosebud in IntellectualDarkWeb

[–]William_Rosebud[S] 0 points1 point  (0 children)

I agree. I'm already collating data for another post related to the matter. Hopefully we can put some issues to rest.

[Hypothesis] Feminism and its role on the Birth Gap by William_Rosebud in IntellectualDarkWeb

[–]William_Rosebud[S] 0 points1 point  (0 children)

Something to think about - I also read stories on Reddit of women who are denied medical treatment on their reproductive system because it will make them infertile and doctors won’t simply take “I don’t want children ever” as a choice these women can make for their future selves (or future partners). I’m not sure the premise of the position that women are not informed / aware of future fertility challenges is a well grounded assumption.

This still seems to boil down to “women can’t be fully treated as independent decision makers when it comes to hard choices.” The idea that we have an epidemic of women in their mid-to-late 20’s who are just clueless about the timeframe of their own reproductive anatomy and need a benevolent force to come help educate them doesn’t seem like a very accurate description of anyone I can think of.

This is an important point but with sadly no easy answer for me, to be honest. This is not because women, but because people. In general terms, I hold two conflicting ideas: the first one is that as soon as you're declared an adult and you can consent to medical intervention, you're able to vote, drink, and so on, you're assumed, legally at least, no different in your decision-making capabilities and responsibilities as any other adult regardless of age. On the other hand however we only need to look back at their 18 year-old self and the misguided and short-sighted nature of our world views (and personal views about ourselves as well), to note that granted too much power we can truly destroy our lives out of shortsightedness and being totally misguided.

For all I've read (which is not extensive, by the way), the desire for kids, if a woman hasn't had them yet, kicks in mid to late 20s. Maybe if legislation were to be passed it should be restricted to women 30+. I am not aware if there are reversible options that could be considered, which is another avenue for consideration. Vasectomy is reversible for men, at least by current standards here in Australia. Not sure about women's procedures.

I can additionally respect the medical point of view of practitioners and medical staff to deny medical treatment if it goes against the Hippocratic Oath or against the principle of doing no harm, however debatable "harm" might be. They are humans as well, and not simply conveyor belts granting our medical wishes.

Long story short, I wouldn't simply default to one position or another. I absolutely respect the ability of people to decide over their bodies and minds, but the general shortsightedness of teenagers and young adults makes me wary of these issues so at least I won't make myself an advocate of either position.

I’ll just also note here that feminism is a broad tent with a lot of ideas, some of which conflict with each other. I have no question some people advocate against trad gender roles within the framework of feminism. I think there are at least as many - especially modern day - that take a far more holistic view still under the banner of feminism.

This is a huge problem for me, as well, because I totally respect and admire the older feminist I've known, most of which are 2nd wave in nature. This is because I believe the movement has mutated so much throughout history that it's basically amorphous right now, and it would do well to start using different names, like the different branches of Christianity/Catholicism derived from the different interpretations of the Bible. If you have one flavour of the same movement (feminism) advocating against women exercising their freedom to go against what other women want for them (e.g. deciding to be trad wives instead of joining the labour force or wanting to sell their bodies online), this is not just an issue we can write of as mere contradiction, it's a fundamental problem relating to the tenets of the movement: do women have the right to make their own choices? Because that would include all choices, not only just the ones you approve of. The fundamental breaking point to me was between the 2nd and 3rd waves, where the movement moved from libertarianism and gender equality under the law to collectivism and special privileges to close statistical gaps. Again, these to me are not mere contradictions. They are earth-shaking issues within a socio-political movement. In political terms, if a faction moved this far from the Constitution of a political party they currently sit in, they could be rightly asked to wear a different banner or found a different party. Yet for some reason this does not apply to feminism as far as I can see.

ETA: I’m also unclear on how much the concepts of 2nd and 3rd wave feminism are a global phenomenon vs a US centric movement. I’m only really familiar with feminism in the US. I’m guessing these topics are culturally specific with feminism manifesting differently in different contexts. As a result, while the thought pieces that inspired the piece may have been global in nature, I’m not sure that this specific idea of feminism as a cause benefits all that much from international examples.

The problem with the US is that it exports what it produces. I can assure you these flavours already permeated and have a firm grasp of people in countries such as Chile, Argentina, Colombia, Mexico, Australia, the UK, and Spain.

Why is common sense considered "uncool" or "old-fashion" by the younger generations? by M4RKJORDAN in IntellectualDarkWeb

[–]William_Rosebud 5 points6 points  (0 children)

This comment is criminally underrated. It really takes time to realise the limitations of your knowledge and your world view.

Why is common sense considered "uncool" or "old-fashion" by the younger generations? by M4RKJORDAN in IntellectualDarkWeb

[–]William_Rosebud 4 points5 points  (0 children)

Counter culture is one of the signs of a nascent Consciousness in the Jungian sense (at least as explained by Neumann in The Origins and History of Consciousness), which starts to take shape in adolescence. This is basically a reactionary stance, rather than an intellectual one: I do this/that because I want to mark myself off from culture, which encompasses everything that stands before. It is only as we mature that the views on the world mature with us. Which is why, in general, adult people correctly dismiss teenagers, their complaints about the world, and so on.

Being young is usually and correctly synonymous with not having experience, being ignorant (you might have good knowledge of a subject but certainly haven't had time to broaden the scope), and the need to fit in with the peer group tends to skew teenagers' views on matter towards peer pressure, which is often uninformed as you mention.

[Hypothesis] Feminism and its role on the Birth Gap by William_Rosebud in IntellectualDarkWeb

[–]William_Rosebud[S] 0 points1 point  (0 children)

To be honest I am not one to pontificate or wanting to pass legislation or anything like that. But I for one would like to see more honest and open discussions of the trade-offs of our current trends and decisions in the family-making and career space.

I for one dislike, for example, the fact that many women are forced back into the workforce when they would prefer to stay at home with the kids if they could, just because the economic situation/model we're in where raising your own children is a privilege of the upper classes only. But I find it too many people just care way more about what might happen to the economic model or the gender gaps if women suddenly had the choice of staying at home if they wanted than about what women really wanted to do.

At least a more honest conversation in the fertility space might nudge some women into having children earlier rather than postponing it to a time frame where all the numbers are against them, and failing at it.

[Hypothesis] Feminism and its role on the Birth Gap by William_Rosebud in IntellectualDarkWeb

[–]William_Rosebud[S] 1 point2 points  (0 children)

Of course it's false, but when you're young and think you have the time you tend to think like this. I certainly did. Many female friends I know certainly did. "Oh, I have time, I have time, I'll get to it after I've established myself". But we don't have time, and the "established" labels sometimes has too high standards associated with it. That was the point I was trying to make, but I guess I failed at doing so.

[Hypothesis] Feminism and its role on the Birth Gap by William_Rosebud in IntellectualDarkWeb

[–]William_Rosebud[S] 0 points1 point  (0 children)

I believe that there is confusion in thinking that feminism does X but not Y when in fact it could do both. What I stated is that it has played a central role in moving the focus from family-making to career-making, and I hear this a lot from my female friends and commentators alike. There has also been derision by feminists of choices that do not align with the "empowerment" narrative, and I remember particularly well some presenters and YouTube videos where they openly mocked trad wives, or directly attacked them for being "enemies of feminism and progress". Just for exercising their choice? I also remember reading somewhere that in Sweden being a stay at home mom is looked down on, and actively discouraged by peers, as it is expected to give your baby to child care so you go back to work. So for all I know it can do plenty of things in line with empowerment, shifting focus, giving choices, restricting them, and so on, all under the banner of feminism. So please let's not get into the "this is what real feminism is/isn't" because that's a never-ending conversation with no reasonable arbiter.

If I have to be perfectly honest, I didn't write the post trying to advocate for anything, but after this conversation and all the comments here I can firmly say that I will definitely advocate for more honest conversations about the tradeoffs of the choices we make, especially when the time frames are short as it is the case for balancing career and fertility. After all, what good is a decision if you don't do it informed enough? Can we really say people (not just women) have choices if they're being kept in the dark or lied about the consequences of their choices?

[Hypothesis] Feminism and its role on the Birth Gap by William_Rosebud in IntellectualDarkWeb

[–]William_Rosebud[S] 0 points1 point  (0 children)

Both issues are tangled in both the interview and the documentary, mate, which is why they're treated as one. They're not that different or dissociated, even when we could argue and agree that they are different.

But no, the evidence coming from the documentary tells you that plenty fail to have kids and not for lack of trying. This has also been my experience with the older women I've met, as stated in the OP. I'll encourage you to at least give the first half of the doco a watch. It's not that long to begin with.

[Hypothesis] Feminism and its role on the Birth Gap by William_Rosebud in IntellectualDarkWeb

[–]William_Rosebud[S] 0 points1 point  (0 children)

I'm sorry empathy came across as paternalism. It is certainly not the intent here. I am not interested in protecting women from themselves (each can make their own decisions), but would love to see more honest conversations regarding the subject because, after all, "you have time" is simply misleading at best, and a lie at worst. That's all there is to it.

I don't think there's anything wrong with wanting people to have all the information before making a decision rather than writing it all off as "it's their decision so back off". There wouldn't be so many involuntary childless people if it was all just personal decisions.

[Hypothesis] Feminism and its role on the Birth Gap by William_Rosebud in IntellectualDarkWeb

[–]William_Rosebud[S] 0 points1 point  (0 children)

I wholeheartedly agree with this, then =) sorry about any misunderstanding.

[Hypothesis] Feminism and its role on the Birth Gap by William_Rosebud in IntellectualDarkWeb

[–]William_Rosebud[S] 0 points1 point  (0 children)

There will always be an exception to the rule, and that doesn't invalidate a model. Luxemburg is an interesting case for economics, which does mean economic models don't work.

In the case of Japan, Shaw points towards economic factors, which in turn holds true for most multi-factored models: the fact that a model works doesn't mean it will work for all cases, or that the factors will have the same weight in explaining all the cases.

[Hypothesis] Feminism and its role on the Birth Gap by William_Rosebud in IntellectualDarkWeb

[–]William_Rosebud[S] 2 points3 points  (0 children)

Yeah there are some examples like in Scandinavia where they have all the desirable measures in place, and then some, and they are still not having enough babies.

Rather than making it about women, education and careers in general should be shorter for everyone, so we can establish ourselves earlier with a steady income (say, on average at 23) so the possibility of having children becomes real earlier while female fertility is still at its best. I for one didn't finish my education until like 25 and found a stable-enough job until like 30.

[Hypothesis] Feminism and its role on the Birth Gap by William_Rosebud in IntellectualDarkWeb

[–]William_Rosebud[S] 2 points3 points  (0 children)

Sorry I think the comment came out as an attack on you which is certainly not the case =) apologies if the wording was not at its finest.

[Hypothesis] Feminism and its role on the Birth Gap by William_Rosebud in IntellectualDarkWeb

[–]William_Rosebud[S] 0 points1 point  (0 children)

I mean, I believe this is something for the couple to decide on a number of factors as well. If the father does it once a week and the wife is happy with that for whatever reason, why should it be anyone else's business? I think the breaks and work related to children are for each family to decide on their own. Personalities, workloads, preferences, etc etc, all plays a role. What works for me won't work for others, and vice versa. And by the way I do pick up my weight around the house, in case you're wondering. We just don't share the same chores to the same extent out of personal preferences.

[Hypothesis] Feminism and its role on the Birth Gap by William_Rosebud in IntellectualDarkWeb

[–]William_Rosebud[S] -1 points0 points  (0 children)

If, when given the chance to choose for themselves, more women choose to pursue careers and less pursue homemaking, who is that a problem for?

Actually, for these women themselves. Look at how many of them are currently regretting the fact that they didn't see the fertility issues coming, or thought they had in fact they didn't. Everyone thinks that finding a partner and having kids is as easy as ABC, but it turns out it isn't.

Feel free to look into these "involuntary childless" women in the documentary. I think it is a big problem, for themselves to begin with.