In this webinar, learn how to integrate spatial data and analysis to your data science models using CARTOframes—a Python package that allows data scientists to seamlessly integrate CARTO maps, data, and analysis into their current environment. Watch the recorded at: https://go.carto.com/webinars/spatial-analysis-carto-python-recorded

1. Unlock the Power of
Spatial Analysis using
CARTO and Python
This webinar is about to start at 1PM EDT / 7PM CEST
Use the Chat Panel in GoToWebinar for questions, comments or feedback
Recording will be emailed within 1-3 business days after the webinar
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2. CARTO — Turn Location Data into Business Outcomes
Introductions
Andy Eschbacher
Senior Data Scientist
César Monteserín
Product Manager

3. CARTO — Turn Location Data into Business Outcomes
Table of Contents
● Why has CARTO built a library for data scientists?
● CARTOframes: big picture
● CARTOframes: step by step
● Demo
● Q&A

4. CARTO — Turn Location Data into Business Outcomes
Why?
Reduce context switching

5. CARTO — Turn Location Data into Business Outcomes
Why?
20%
Data Analysis
80%
Data Preparation

6. CARTO — Turn Location Data into Business Outcomes
Why?
80%
Data Analysis
20%
Data Preparation

7. CARTO — Turn Location Data into Business Outcomes
Powering end-to-end data science
workflows
Explore Enrich Analyze Share
Clean, geocode and
visualize your data
straight out of Jupyter
notebooks.
Access a wide range
of datasets—all on
standardized spatial
aggregations to
reduce your time to
insight.
Get insights from
your data using our
API and your own
libraries, functions,
and workflows.
Once your analysis
is done, add widgets
and share your
results.

8. CARTO — Turn Location Data into Business Outcomes
➔ Get your data ready
➔ Visualize
● Geocode large datasets in just one
request
● Create isochrones for your points
● Local data and hosted datasets
● Maps with several layers
● Custom basemaps
● Legends, pop-ups and widgets
● Layouts
1. Explore

9. CARTO — Turn Location Data into Business Outcomes
➔ Discover and enrich your data
● Direct access to our Data Observatory
● Open and premium datasets
● Discover the data you need
○ By category
○ By country
○ By geography
● Check stats about available datasets
● Request a dataset
● Enrich your dataframe (points or
polygons)
2. Enrich

10. CARTO — Turn Location Data into Business Outcomes
3. Analyze
➔ Feature engineering (soon)
➔ Spatial projection (soon)
We are working to help you productize your
workflows and reduce your data preparation
time, enabling you to focus on your analysis.

11. CARTO — Turn Location Data into Business Outcomes
➔ Prepare your analysis output
➔ Publish
● Make your analysis easy to consume by
others in your organization by adding
widgets: histogram, category,
animation control, time series.
● Publish your map to CARTO and get
the shareable link as response.
4. Share

12. Thanks for listening!
Any questions?
Request a demo at CARTO.COM
César Monteserín
Product Manager // cmonteserin@carto.com
Andy Eschbacher
Senior Data Scientist // andy@carto.com