---
authors:
  - admin
categories:
  - Python
  - Exploratory Data Analysis
  - Remote Sensing
draft: false
featured: false
date: "2023-09-24T00:00:00Z"
external_link: ""
image:
  caption: ""
  focal_point: Smart
links:
- icon: open-data
  icon_pack: ai
  name: GoogleColab
  url: https://colab.research.google.com/drive/1MtUkRi8Q27KPC67qJmD-c-lER6-47Jjx?usp=sharing
- icon: ciencia-vitae
  icon_pack: ai
  name: GoogleColab GEE
  url: https://colab.research.google.com/drive/1gnxp4V9a9CXVSv_J6uiuowmWJXYdEiBv#scrollTo=SqB8rdDFeelR
- icon: ciencia-vitae
  icon_pack: ai
  name: VIIRS-like
  url: https://colab.research.google.com/drive/1YTVFNtgbhOnruMCT3SLd-F_i7WTS6vwl?usp=sharing
- icon: ciencia-vitae
  icon_pack: ai
  name: DMSP-like
  url: https://colab.research.google.com/drive/17_HL93ZqrPx-1QL91bPyxEVjfpvKpA9d?usp=sharing
- icon: ciencia-vitae
  icon_pack: ai
  name: VIIRS
  url: https://colab.research.google.com/drive/1Ec8dCEL1pb0IrB3j8X4uZGC-Oee-xaek?usp=sharing
- icon: ciencia-vitae
  icon_pack: ai
  name: DMSPcc
  url: https://colab.research.google.com/drive/1vw3D3XyVZlseSoEBvvhYGJnbRUw5qXp9?usp=sharing
- icon: markdown
  icon_pack: fab
  name: "MD version"
  url: https://raw.githubusercontent.com/cmg777/starter-academic-v501/master/content/post/python_monitor_subnational_HDI/index.md
slides:
summary: A geocomputational notebook to monitor subnational human development using Python. Besides exploratory data analysis, the notebook introduces geospatial mapping, spatial dependence, and spatial inequality.
tags:
- spatial
- python
- regional
- exploratory data analysis
- remote sensing
title: Monitoring subnational human development
url_code: ""
url_pdf: ""
url_slides: ""
url_video: ""
---


# **A geocomputational notebook to monitor subnational human development**


- Exploratory data analysis
- Exploratory spatial data analysis
  - Spatial mapping
  - Spatial dependence
  - Spatial inequality