diff --git a/README.md b/README.md
index 85d2ac3..66bb286 100644
--- a/README.md
+++ b/README.md
@@ -49,7 +49,7 @@ RStudio Github Codespace with EDS project files. The EDS allows users to downloa
 ![](https://github.com/MichaelAkridge-NOAA/ncei_eds_codespace/blob/0db0a17a5ac59a0a77fb52568dd1841b45b5213b/docs/01.png)
 ***
 # Python Codespaces
-## Python | Streamlit App Codespace Example | NCRMP Data Explorer & Viz Tool
+## Streamlit Python App Codespace Example | Data Explorer & Viz Tool
 [![Open in GitHub Codespaces](./docs/badge_python.png)](https://codespaces.new/MichaelAkridge-NOAA/Open-Science-Codespaces?devcontainer_path=.devcontainer%2Fpython-streamlit-app-example%2Fdevcontainer.json)
 - This is a codespace example running a python Streamlit App.
 - The app is an Exploratory Data Analysis & Visualization Tool. 
@@ -63,7 +63,6 @@ RStudio Github Codespace with EDS project files. The EDS allows users to downloa
 | ----------- | ----------- |----------- |
 | Jupyter Notebook  | [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/github/codespaces-jupyter)  |[github/codespaces-jupter](https://github.com/github/codespaces-jupyter) | 
 | Jupyter Data Science  | [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/devcontainers-community/templates-jupyter-datascience-notebooks) |[devcontainers-community/jupyter-datascience-notebooks](https://github.com/devcontainers-community/templates-jupyter-datascience-notebooks) | 
-| NASA Openscapes Earhdata Cloud Cookbook  | [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/NASA-Openscapes/earthdata-cloud-cookbook?quickstart=1&editor=jupyter)|[NASA-Openscapes/earthdata-cloud-cookbook](https://github.com/NASA-Openscapes/earthdata-cloud-cookbook) | 
 | Flask  | [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/github/codespaces-flask) | [github/codespaces-flask](https://github.com/github/codespaces-flask)| 
 | Anaconda  |  | [devcontainers/templates/anaconda](https://github.com/devcontainers/templates/tree/main/src/anaconda)| 
 | Datascience Py & R  |   | [microsoft/datascience-py-r](https://github.com/microsoft/datascience-py-r)|