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All LessonsFree Lessons (8)

Before We Begin

What Is This Course About?Storing and Protecting Data

Comparing Wages With Consumer Price Index Data

Working with API

Working with CPI and Salary Data

Manipulating the CPI Data Series

Converting Percentages to CPI Values

Merge and Plot Our Data Frames

Challenge 1 - Plot a Simple Bar Graph

Solution Review - Plot a Simple Bar Graph

Wages and CPI: Reality Check

Confirm the Integrity of Your Data Establish a Historical Context for Your Data Incorporate S&P 500 Quotes Calculate the Rate of Increase for Both CPI and S&P Quiz

Working With Major US Storm Data

Working With Major US Storm Data US Hurricane Data: 1851–2019 US Hurricane Data: 1851-2019 (Continued)US Tropical Storm Data: 1851-1965, 1983-2019 US Tropical Storm Data:1851-1965, 1983-2019 (Continued)Quiz Challenge 2 — Plot a Simple Histogram Solution Review - Plot a Simple Histogram Challenge 3 — Scatter Plot Solution Review — Scatter Plot

Project

Time Series Analysis and Visualization Using Python and Plotly

Property Rights and Economic Development

How Do You Measure Conditions and Outcomes?Getting the Data and Visualizing Datasets Using Scatter Plots Adding Hover Visibility Adding a Regression Line Other Considerations Quiz Challenge 4 - Plot a Regression Line Graph Solution Review - Plot a Regression Line Graph

How Representative Is Your Government?

Scraping Data from a Single Vote

Automating Vote Tabulation

What Did We Learn?

Does Wealth Influence The Prevalence Of Mental Illness?

Fetching Data and Our Assumptions Plotting the Data Thinking about Our Data Quiz

Do Birthdays Make Elite Athletes?

National Hockey League Data Scraping and Hiding How to Visualize the Raw Data Quiz

Does Literacy Impact The Income of People

Classifying Incomes of The World Importing and Plotting Literacy Rates of Countries US State Incomes and Literacy Rates Quiz

Conclusion

Appendix

Data Analytics in Python/

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Quiz

Quiz

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

We'll cover the following...

Technical Quiz

1.

Which code will display only the number of columns and rows in the data frame df?

A.

df.show

B.

df.shape

C.

df.head

D.

print(df)

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