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+# Project 13 (P13): World University Rankings
+
+
+## Corrections and clarifications:
+
+* None yet.
+
+**Find any issues?** Report to us:
+
+- Sai Raghava Mukund Bhamidipati <bhamidipati3@wisc.edu>
+- Kyeongkwan Jeong <kjeong26@wisc.edu>
+- Jodi Lawson <jlawson6@wisc.edu>
+- Iffat Nafisa <nafisa@wisc.edu>
+
+
+## Instructions:
+
+This project will focus on **SQL**, and **Plotting**. To start, download [`p13.ipynb`](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-f22-projects/-/tree/main/p13/p13.ipynb), [`p13_test.py`](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-f22-projects/-/tree/main/p13/p13_test.py), and [`p13_expected.html`](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-f22-projects/-/tree/main/p13/p13_expected.html).
+
+**Important Warning:** You must **not** manually download any of the other files. In particular, you are **not** allowed to manually download the file `QSranking.json`. You **must** download this files using Python in your `p13.ipynb` notebook as a part of the project. Otherwise, your code may pass on **your computer**, but **fail** on the testing computer.
+
+You will work on `p13.ipynb` and hand it in. You should follow the provided directions for each question. Questions have **specific** directions on what **to do** and what **not to do**.
+
+------------------------------
+
+## IMPORTANT Submission instructions:
+- Review the [Grading Rubric](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-f22-projects/-/tree/main/p13/rubric.md), to ensure that you don't lose points during code review.
+- You must **save your notebook file** before you run the cell containing **export**.
+- Login to [Gradescope](https://www.gradescope.com/) and upload the zip file into the p13 assignment.
+- If you completed the project with a **partner**, make sure to **add their name** by clicking "Add Group Member"
+in Gradescope when uploading the p13 zip file.
+       
+   <img src="images/add_group_member.png" width="400">
+
+   **Warning:** You will have to add your partner on Gradescope even if you have filled out this information in your `p13.ipynb` notebook.
+   
+- It is **your responsibility** to make sure that your project clears auto-grader tests on the Gradescope test system. Otter test results should be available in a few minutes after your submission. You should be able to see both PASS / FAIL results for the 20 test cases and your total score, which is accessible via Gradescope Dashboard (as in the image below):
+       
+    <img src="images/gradescope.png" width="400">
+- **Important:** After you submit, you **need to verify** that your code is visible on Gradescope. If you displayed the output of a large variable anywhere in your notebook, **we will not be able to view or grade your submission**. Make sure you don't have any large outputs in any of your cells, and verify after submission that your code can be viewed.
+- If you feel you have been incorrectly graded on a particular question during manual review, then you can find more about the Regrade Request process [here](https://piazza.com/class/l7f7vr5x63n7l1/post/320).