Course Content
Pandas: First Steps
Pandas: First Steps
1. Getting Started
Introduction to PandasSeriesTask: Coffee Orders SeriesTask: Barista's Favorites CoffeesAccessing Elements from a SeriesTask: Drink of the HourTask - Signature DrinksTask: Mid-Morning SpecialsTask - Fetching the Mid-Shift DrinksOperations over SeriesTask: Modifying a single elementTask: Modifying the Entire SeriesTask: Modifying Part of a SeriesTask: Processing the Restock of Inventory
2. Basics of Dataframes
What is a DataFrame?Task: Creating a Table of Popular Coffee DrinksTask: Tracking Coffee Bean DeliveriesTask: Weekly Coffee Sales ReportAdding new ColumnsTask: Finding Total Sales Per DrinkTask: Calculating Total Sales RevenueAdding new RowsTask: Adding a New Employee to the CafΓ© TeamTask: Adding New Coffee Types to the CafΓ© Menu
Task: Tracking Coffee Bean Deliveries
Task
Swipe to start coding
Every morning, CafΓ© Pandasia receives fresh bags of coffee beans from different suppliers.
Youβve been asked to create a table to keep track of these daily deliveries. The data is given in the form of a 2D List called delivery_data.
- Use the provided 2D list to create a new DataFrame (
delivery_df). - Set the column names as:
'Bean Type','Quantity (kg)', and'Origin'respectively.
Solution
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SectionΒ 2. ChapterΒ 3
Task: Tracking Coffee Bean Deliveries
Task
Swipe to start coding
Every morning, CafΓ© Pandasia receives fresh bags of coffee beans from different suppliers.
Youβve been asked to create a table to keep track of these daily deliveries. The data is given in the form of a 2D List called delivery_data.
- Use the provided 2D list to create a new DataFrame (
delivery_df). - Set the column names as:
'Bean Type','Quantity (kg)', and'Origin'respectively.
Solution
Switch to desktop for real-world practiceContinue from where you are using one of the options belowEverything was clear?
Thanks for your feedback!
SectionΒ 2. ChapterΒ 3
Switch to desktop for real-world practiceContinue from where you are using one of the options below