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Assignment - Data Analysis and Visualization Practice

This assignment is part of the Zero to Data Science Bootcamp by Jovian.

As you go through this notebook, you will find the symbol ??? in certain places. To complete this assignment, you must replace all the ??? with appropriate values, expressions, or statements to ensure that the notebook runs properly end-to-end.

Guidelines

  1. Make sure to run all the code cells in order. Otherwise, you may get errors like NameError for undefined variables.
  2. Do not change variable names, delete cells, or disturb other existing code. It may cause problems during evaluation.
  3. In some cases, you may need to add some code cells or new statements before or after the line of code containing the ???.
  4. Since you'll be using a temporary online service for code execution, save your work by running jovian.commit at regular intervals.
  5. Questions marked (Optional) will not be considered for evaluation and can be skipped. They are for your learning.

How to Get Help

If you are stuck, you can ask for help on the Bootcamp Slack group. Post errors, ask for hints, and help others. Follow these guidelines for getting help:

  • Try to spend at least 20 minutes solving a problem before asking for help. But if you've been stuck on a problem for more than 2 hours, please ask for help!
  • When you ask a question, make sure to explain what you have tried already and share your code and results if possible. This makes it easy for others to help you faster.
  • Try to be as specific as possible when asking a question. E.g. "I can't solve question 3" is too vague. "I can't figure out how to create separate lines for different countries in question 1. Here's what I've tried: ..." is specific enough.
  • Help others by resolving their errors, suggesting the correct approaches and sharing relevant resources. Please don't share a complete working solution code on Slack to give others a chance to solve the problem themselves.

Make a submission here: https://jovian.ai/learn/zero-to-data-analyst-bootcamp/assignment/assignment-6-data-analysis-and-visualization-practice

How to run the code and save your work

Option 1: Running using free online resources (1-click, recommended): The easiest way to start executing the code is to click the Run button at the top of this page and select Run on Colab. Follow these instructions to connect your Google Drive with Jovian.

Option 2: Running on your computer locally: To run the code on your computer locally, you'll need to set up Python, download the notebook and install the required libraries. We recommend using the Conda distribution of Python. Click the Run button at the top of this page, select the Run Locally option, and follow the instructions.

Saving your work: You can save a snapshot of the assignment to your Jovian profile, so that you can access it later and continue your work. Keep saving your work by running jovian.commit from time to time.

!pip install jovian --upgrade --quiet
import jovian
project_name = 'data-analysis-visualization-practice-assignment'