Now, women are more educated to identify even the more subtle forms of emotional and psychological abuse, and more empow

First thing first about encoders. Encoders after fit can be easily used to transform your prediction dataset without any worries. All the logic will be the same as in the dataset you trained it with. Though you didn’t have any value in the fitted dataset, you can probably use some parameters to handle it. It’s more robust and customizable than doing some transformations on your own.

In defense of the the picky women argument, one advice stands out: single women expect too much of marriage. A few twice-married women interviewed for the book sound the alarm: while they don’t necessarily regret asking for a divorce from their first husbands, getting married for a second time required a dose of humility, and made them recognize that, in retrospect, their first husbands weren’t really that bad. They admit they probably could have stayed married had they realized that at the time. The men these women married next aren’t perfect either. According to their own testimonial, they had to learn to tolerate imperfection in order to stay married the second time around.

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red by NuGet and PowerShell technology. Created by Microsoft, NuGet is a framework developed for the purposes of bundling code into “packages.” Besides NuGet Chocolatey uses PowerShell (a cross-platform task automation and configuration management framework) to add some functionality that helps to install and update packages.

According with a 2019 report from the U.S. Bureau of Labor Statistics, men with full-time employment work on average 8.3 hours, compared with 7.7 hours for women. It’s fair to ask, do women take on more of the housework because they work (on average) fewer hours, or do they work fewer hours because they know if they don’t get home in time to cook dinner and do the laundry nobody else will?

Here’s a statistic that will shock absolutely no one: “On average, men worked longer hours outside the home, yet even in families where women worked equivalent or longer hours and earned higher salaries they still took on more household responsibilities.”

Here’s a truly shocking statistic: “In a 2019 study published in the Personality and Social Psychology Bulletin, which included over 6,000 American heterosexual couples over 15 years, many men experienced ‘psychological distress’ if their wives made more than 40% of the household income in a marriage.” Yes, it’s 2020, and men still feel “psychological distress” over their wives taking home a decent paycheck.

In her 2010 book Marry Him: The Case for Settling for Mr. Good Enough, Lori Gottlieb interviews several married women, as well as psychologists, matchmakers, and relationship experts in an attempt to understand if there’s really no good men out there anymore, or if women are just too picky.

Let’s talk about this OneHotEncoder in particular. It creates multiple columns based on values of it. There is a param on handling unknown values: handle_unknown{‘error,’ ‘ignore’}

Basically, it subtracts the mean of the column and divides by variance. The cool thing is that once you create a scaler, you can re-use it on other columns/data frames as long as it’s logically ok.

It’s not a surprise that many women get married only to discover their spouse can’t be their best friend, lover, therapist, cheerleader, and household co-manager all at once. Even the best of men are only human, and sadly, some women discover this truth when it is already too late.

While Lori Gottlieb’s book is a cautionary tale against unreasonable female expectations, sometimes it is women’s very realistic expectations not being met that shatters all hope for a good marriage.

If marriage represents an environment where support for a woman to pursue her career goals is low, where she has to take on a disproportionate amount of housework and childcare despite having a partner (on paper) to share those responsibilities with, and where a resistant husband makes addressing those issues in a productive way a waking nightmare, it’s not really a surprise that women are calling it quits.

And yes, most of those expectations do come from women, the same women who think a man who truly loves them will read their minds, and know exactly what to do and what to say in every situation as if life were no more than a script.

In decades past, a good marriage was one in which both spouses consistently respected each other, had a somewhat active sex life, hit milestones together (buy a house, have children, retire), and didn’t cause each other serious physical harm. Now, a good marriage is expected to provide emotional support, intellectual stimulation, companionship, best-friend level camaraderie, an endless source of laugher and joy, and an exciting — never boring — sex life.

“Dori Schwartz, a divorce mediator and coach says, ‘Today’s modern woman is more unlikely to put up with infidelity. Once the honeymoon period is over, some men drastically change their behavior from romantic to controlling and emotionally abusive. Unfortunately, this happens in many marriages, and women don’t want to take it anymore.’”