Kiran Gadhave  0:00  
First is I just want your general thoughts. What do you think about the interactive analysis? You did? Like the first one is

M1  0:08  
really helpful.

Kiran Gadhave  0:11  
And how was the learning curve? So you never used before? Right? So I gave you a tutorial, and then you did tasks. So how easy or hard? Was it to learn? Anything that was confusing, and that, or something that didn't make sense to you in the atractivo. Okay. So for tasks like, you know, column, renaming the column or deleting the column, which one did you find helpful, the interactive version or code, or equally?

M1  0:51  
Like changing the name of the column? Using the code is not that difficult? So I think, I mean, like the interactive tool is helpful. But like, hopefully, like the code is, is always Yep.

Kiran Gadhave  1:13  
And what about when you have to edit a particular value? So in the first one, you removed the, quote, symbol, like the inches symbol, and in the second one, you removed the P, the letter P. Yeah, so yeah. And then for basically removing the outlier. So you did a uribl. outlier. So for the second data set, you removed, like all the negative values, and the first one you removed outside range. So which one do you think was more helpful or more intuitive? Interactive. And for the large task, which was assigning the category?

M1  2:01  
Oh, that was kind of hard for me to write in the quarter, by using the interactive tool, it was like, super easy to.

Kiran Gadhave  2:16  
Okay. Have you used interactive analysis before like Tableau or something like that? So what do you think about combining both of them? So, for example, you do interactive art, and you get get a data frame, and then you write code. So you basically combine both approaches. So what are your thoughts on like, working like that, when you get to do both? Yeah. So like, for example, in the first one, we had interactive tool, but the output of that is a panda's data frame. So you can also write code on it. So you could do both on it. So what do you think would that be helpful? Yeah. Would you use this interactive tool in your, like, coursework or research or work? Yeah. And like, the last question is so worthy. So you saw do you work with like, pandas or Jupiter, like for your course. Right? So you make visualizations, like, plots where I think you said, matplotlib, and Seabourn. So did you find the interactive charts more helpful than compared to what you usually do? Like being able to select points on the scatterplot? Directly? Yeah. So yeah, I mean, that's basically all the questions I had. 

