Update activities.md

activities.md

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-- # Low-Stakes Activities
+- # Activities
 
-## Collaborative Annotations
+## Posting Collaborative Annotations
 
 For critical readings linked in the [schedule](https://zmuhls.github.io/ccny-data-science/schedule/), please use Hypothesis to annotate the text so that you can share your insights with peers and myself as part of our private annotation group. Annotations should range from 25 to 75 words, focusing on analytical depth, stylistic clarity, and interaction with peers. Hypothesis will serve not only as a platform for engaging with readings but also as a tool for managing and reflecting on scholarly information.
 
 If you have not yet joined our private annotation group or cannot see your annotations, please do not hesitate to contact me; failing that, check out the [Hypothesis help](https://web.hypothes.is/help/) portal for support. 
 
-## Programming Activities
+## Submitting Programming Activities
 
-We will use [GitHub](https//github.com) as a class submission portal for each programming activity. To get started with GitHub, please set up a project repository, initiate a README, and create two folders where you can upload completed notebooks and reflections for each programming activity.
+We will use [GitHub](https://github.com) as a class submission portal for each programming activity. To get started with GitHub, please set up a project repository, initiate a README, and create two folders where you can upload completed notebooks and reflections for each programming activity.
 
 **[See here for an example](https://github.com/zmuhls/ccny-coding-portfolio/tree/main)**
 
 ### GitHub Instructions
 
-1. Create a new repository: Go to GitHub and create a new repository for your project. Name it appropriately, like `social-coding-portfolio`. . <br>
-2. Add a README: In the repository, add a README.md file. This file serves as an introduction and should outline the purpose of the repository, its structure, and any important information.<br>
-3. Create folders: Create two folders: `Notebooks` for Jupyter Notebook files and `Reflections` for Markdown reflections. [Click here](https://stackoverflow.com/questions/12258399/how-do-i-create-a-folder-in-a-github-repository) for guidance on how to create folders on GitHub.<br>
-4. Commit your work: Upload each submission as two files (one .ipynb in `Notebooks` and one .md in `Reflections`) and commit them with descriptive messages.<br>
+1. **Create a new repository**: Go to GitHub and create a new repository for your project. Name it appropriately, like `social-coding-portfolio`. Accept the option to initiate a `README.md`, which should serve as a project overview with an outline of its purpose, its structure, and related information. 
+2. **Create two folders**: (i) `Notebooks` for Jupyter Notebook files and (ii) `Reflections` for Markdown reflections. [Click here](https://stackoverflow.com/questions/12258399/how-do-i-create-a-folder-in-a-github-repository) for guidance on how to set up folders on GitHub.<br>
+3. **Upload reflection and notebook**: Upload each submission as two files (one `.ipynb` in `Notebooks` and one `.md` in `Reflections`) and commit them with semi-descriptive messages.<br>
 
-### Activity 1: Building Blocks
+#### Activity 1: Building Blocks
 
 - Due: 10/08 (Tue)
 - Downloadable [Instructions: Activity 1](https://colab.research.google.com/github/zmuhls/ccny-data-science/blob/main/assets/activities/activity_1.ipynb)
 - Submission format: .md (Markdown) and .ipynb (Jupyter Notebook)
 
-### Activity 2: Python Primer
+#### Activity 2: Python Primer
 
 - Due: 10/22 (Tue)
 - Downloadable [Instructions: Activity 2](https://colab.research.google.com/github/zmuhls/ccny-data-science/blob/main/assets/activities/activity_2.ipynb)
 - Submission format: .md (Markdown) and .ipynb (Jupyter Notebook)
 
-### Activity 3: Practicing Pandas
+#### Activity 3: Practicing Pandas
 
 - Due: 11/07 (Thu)
 - Downloadable [Instructions: Activity 3](https://colab.research.google.com/github/zmuhls/ccny-data-science/blob/main/assets/activities/activity_3.ipynb)
 - Submission format: .md (Markdown) and .ipynb (Jupyter Notebook)
 
-### Activity 4: Writing Docs
+#### Activity 4: Writing Docs
 
 - Due: 11/14 (Thur)
 - Downloadable [Instructions: Activity 4](https://github.com/zmuhls/ccny-data-science/blob/main/assets/activities/activity_4.md)
 - Submission format: .md (Markdown) and .ipynb (Jupyter Notebook)
 
-### Activity 5: Data Visualization
+#### Activity 5: Data Visualization
 
-- Due: 11/28 (Thu)
+- Due: 11/28 (Tue)
 - Downloadable [Instructions: Activity 5](https://github.com/zmuhls/ccny-data-science/blob/main/assets/activities/activity_5.pdf)
-- Submission format: .md (Markdown) and .ipynb (Jupyter Notebook)
+- Submission format: .md (Markdown) and .ipynb (Jupyter Notebook)