Learn about Python-based data analytics, discover data manipulation and cleaning techniques, explore Jupyter for insights, and gain skills to plot and visualize data effectively.

teach yourself data analytics in 30 days.png

Jupyter.tar.gz

jupitor

code

In this course, you will get an introduction to Python-based data analytics. You will learn the inner workings of Python to the point where you can confidently find and manipulate data sources and use a Jupyter environment to derive insights from your data.

By the end of this course, you will be able to find and clean data sources, plot your data, and use Python functionalities that show graphs of data.

It’s your all-in-one guide to teaching yourself data analytics in 30 days.

Data Analytics in Python

Which metric below is a popular way to access the economic health of a country?


Which metric below is a popular way to access the economic health of a country?

In our chart, where will countries with a higher per capita GDP land? 

In our chart, where will countries with a higher per capita GDP land?

Which trendline argument is used to add a regression line?

Which trendline argument is used to add a regression line?

**(True or False)** The `scatter(plt)` method will generate a scatter plot from the data frame columns you specify.

(True or False) The <code>scatter(plt)</code> method will generate a scatter plot from the data frame columns you specify.

Which argument will allow you to display data when you hover your mouse over a data point on the chart using Plotly?

Which argument will allow you to display data when you hover your mouse over a data point on the chart using Plotly?

**(True or False)** A regression line typically shows the statistical `R-squared` value.

(True or False) A regression line typically shows the statistical <code>R-squared</code> value.

Which is the correct argument to use to add a regression line to a Plotly scatter plot?

Which is the correct argument to use to add a regression line to a Plotly scatter plot?

Gross domestic product

Gross domestic product

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

Before We Begin

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

Appendix

Quiz