Learn how to use data analytics in Python to derive insights from data.

Zero to Hero in Python for Data Science

This module will give us an introduction to Python-based data analytics. We will learn the inner workings of Python to the point where we can confidently find and manipulate data sources and use a Jupyter environment to derive insights from our data. By the end of this module, we will be able to find and clean data sources, plot datasets, and use Python functionalities to represent our data.

Data Analytics in Python (Projects)

**(Fill in the blank.)** The term tropics refers to the area of the earth’s surface that falls within _______(or so) of the equator, to both its north and south. 

(Fill in the blank.) The term tropics refers to the area of the earth’s surface that falls within _______(or so) of the equator, to both its north and south.

Which command will display a data frame's columns along with their current data type?

Which command will display a data frame’s columns along with their current data type?

Which option will tell the `to-datetime` method to convert a 3-letter month abbreviation to an integer value?

Which option will tell the <code>to-datetime</code> method to convert a 3-letter month abbreviation to an integer value?

**(True or False)** `df.columns` is the method you should use to rename the columns in the data frame `df`.

(True or False) <code>df.columns</code> is the method you should use to rename the columns in the data frame <code>df</code>.

Which will convert the data in a `Year` column to an integer?

Which will convert the data in a <code>Year</code> column to an integer?

Which option will give you a tally of each data category in a data frame column?

Which option will give you a tally of each data category in a data frame column?

Attempt the quiz to test what you have learned in this chapter.

Comparing Wages With Consumer Price Index Data

Wages and CPI: Reality Check

Working With Major US Storm Data

Property Rights and Economic Development

How Representative Is Your Government?

Does Wealth Influence The Prevalence Of Mental Illness?

Do Birthdays Make Elite Athletes?

Does Literacy Impact The Income of People

Conclusion

Quiz