Exercises

Using the data/parsed.csv file and the material from this chapter, complete the following exercises to practice your pandas skills:

1. Find the 95^th percentile of earthquake magnitude in Japan using the magType of 'mb'.
2. Find the percentage of earthquakes in Indonesia that were coupled with tsunamis.
3. Get summary statistics for earthquakes in Nevada.
4. Add a column to the dataframe indicating whether or not the earthquake happened in a country or US state that is on the Ring of Fire. Use Bolivia, Chile, Ecuador, Peru, Costa Rica, Guatemala, Mexico (be careful not to select New Mexico), Japan, Philippines, Indonesia, New Zealand, Antarctica (look for Antarctic), Canada, Fiji, Alaska, Washington, California, Russia, Taiwan, Tonga, and Kermadec Islands.
5. Calculate the number of earthquakes in the Ring of Fire locations and the number outside them.
6. Find the tsunami count...