From the course: Complete Guide to Generative AI for Data Analysis and Data Science

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Solution: Missing data

Solution: Missing data

From the course: Complete Guide to Generative AI for Data Analysis and Data Science

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Solution: Missing data

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(lively music) - [Instructor] So we're going to analyze a dataset with some missing data. So I'm going to start by attaching the data file, which I have downloaded to my local device. And for this chapter, I'm going to upload the data for this challenge, which has missing data. Now, the first thing I want to do is describe the attached dataset. So let's see what kind of data is in here. Okay, so we have sensor ID, a timestamp, a temperature in Celsius, relative humidity, and pressures in millibars. Okay, now ChatGPT is generating some descriptive statistics here. And we are seeing some information from the data frame. We're seeing the header, this is all fine. There are 600 entries, five columns. We have sensor ID, timestamp, the temperature, everything we just saw there. Ah, we do have some missing data. We have three missing values in temperature Celsius, four in relative humidity, and two in pressure in millibars. And then we also have some descriptive statistics for the…

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