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Unlock the power of spatial analysis using CARTO and python [CARTOframes]

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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

Published in: Data & Analytics
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Unlock the power of spatial analysis using CARTO and python [CARTOframes]

  1. 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 Follow @CARTO on Twitter!
  2. 2. CARTO — Turn Location Data into Business Outcomes Introductions Andy Eschbacher Senior Data Scientist César Monteserín Product Manager
  3. 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. 4. CARTO — Turn Location Data into Business Outcomes Why? Reduce context switching
  5. 5. CARTO — Turn Location Data into Business Outcomes Why? 20% Data Analysis 80% Data Preparation
  6. 6. CARTO — Turn Location Data into Business Outcomes Why? 80% Data Analysis 20% Data Preparation
  7. 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. 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. 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. 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. 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. 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

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