Apart from this, Class usage can also help us to make the code much more modular and easy to maintain. So say we were to

In this article, we looked at a GUI-based tool for analyzing pandas dataframes. This tool has a number of interesting features like filtering, sorting, visualizing, and even aggregating, which we saw in detail with an example dataset. Since PandasGUI is under active development, we might see some more features in the coming days. Such libraries can be a boon for people who are not very comfortable with coding or are looking for a low code environment. Whatever the ultimate goal is, it is always good to know about another open-source tool to add to our data science toolkit.

The woman known as Mata Hari went to her death early on October 15, 1917. Eyewitness Henry Wales, a British journalist, reported that Zelle was unbound and refused a blindfold. Just before a dozen French soldiers responded to the command to fire, she blew them a kiss. Wales wrote that, after the shots rang out, she maintained eye contact with her executioners as she sunk to her knees and then collapsed backward. An officer approached her body and fired a single shot into her skull to ensure her demise. Zelle died as she lived, unapologetic, defiant, and with her head held high.

But the good news for anyone facing this dilemma is that despite the popular perception, success does not require working around the clock. People often overestimate work hours; one study comparing people’s estimated workweeks with their actual time diaries found that people claiming 75-plus hour weeks were off by about 25 hours. I asked more than a hundred women with six-figure incomes to track their time for a week for my book I Know How She Does It; their average workweek was 44 hours.

We are creating an object a of class int holding the value 2 And and object b of class str holding the value “Hello!”. In a way, these two particular classes are provided to us by default when we use numbers or strings.

If you have directly imported a dataframe onto the PandasGUI interface, you can access the same in the familiar juptyer notebook also, with just a few lines of code. From there, you can carry the data analysis process in the notebook itself, if you wish.

Object-Oriented Programming or OOP can be a tough concept to understand for beginners. And that’s mainly because it is not really explained in the right way in a lot of places. Normally a lot of books start by explaining OOP by talking about the three big terms — Encapsulation, Inheritance and Polymorphism. But the time the book can explain these topics, anyone who is just starting would already feel lost.

So here the str class bundles the data(“Hello!”) with all the methods that would operate on our data. I would explain the second part of that statement by the end of the post. In the same way, theRandomForestClassifier class bundles all the classifier methods(fit, predict etc.)

In this series of posts named Python Shorts, I will explain some simple but very useful constructs provided by Python, some essential tips, and some use cases I come up with regularly in my Data Science work.

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active and changing. Learning and growing. When I argue, I want to be teachable and, on occasion, say, “Good point. I hadn’t looked at it that way.” Or maybe even “I was wrong, and you are right. Thanks for helping me understand.”

This has been a tough year for working parents. Many people are attempting to do their jobs while overseeing children’s virtual schooling, a situation that basically requires feeling fragmented. I get it — I have five children of my own, and it always seems like there’s just not enough time to put in long hours at work and deal with my intense personal responsibilities. A recent McKinsey