Week 6 - More with dashboards & Map Viz

We will start thinking about maps & map projection, both in bqplot and matplotlib. We’ll start this week with building dashboards of mappable data.

Downloads

Data:

• The UFO Sitings Dataset (13Mb) - ufo-scrubbed-geocoded-time-standardized-00.csv
• State export data (8Kb) - total_export.csv
• Backup: Surgery Charges Dataset (37Mb) - market_map_data.csv

This might not be used until next week:

• Earthquake sensor data (59Mb) - data_tohoku_norm_transpose.csv
• Earthquake locations data (12Kb) - location.txt

Resources:

• State export utilities (Python library) - states_utils.py
• US State abbreviations (Python library) - us_state_abbrev.py

Optional reading list

1. VAD Ch. 8: Arrange Spatial Data
2. VAD Ch. 11: Manipulate View
3. FDA, Ch. 15: Visualizing geospatial data

Materials

• Lecture 6: (view, source, present)
• Notebook: inClass_week06_part1: (view, download)
• Notebook: prep_notebook_week06_part1: (view, download)
• Notebook: prep_notebook_week06_part2: (view, download)
• Python Script: states_utils: (download)
• Python Script: us_state_abbrev: (download)

Materials from Previous Courses

• Notebook: spring2019_prep_notebook_week06_part1: (view, download)
• Notebook: spring2019_prep_notebook_week06_part2: (view, download)
• Notebook: spring2019_prep_notebook_week06_part3: (view, download)