Spreadsheet & CSV Tasks - 8.7 | Prompt Engineering for Technical Applications (Code, Math, Data) | Prompt Engineering fundamental course
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Spreadsheet & CSV Tasks

8.7 - Spreadsheet & CSV Tasks

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Interactive Audio Lesson

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Creating Excel Formulas

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Teacher
Teacher Instructor

Today we'll focus on creating Excel formulas using prompts. For instance, if we want to calculate the average sales from a range of cells while ignoring blanks, how would you frame this prompt?

Student 1
Student 1

You might say, 'Create an Excel formula to calculate the average sales in cells B2 to B10, ignoring blank cells.'

Teacher
Teacher Instructor

Exactly! And the formula would look like this: =AVERAGEIF(B2:B10, '<>'). What does the AVERAGEIF function do?

Student 2
Student 2

It calculates the average of cells that meet a specific condition, in this case, non-blank.

Teacher
Teacher Instructor

Right! To remember this, think of AVERAGEIF as AVERAGE with a filter. Can anyone give me another example of a spreadsheet task?

Student 3
Student 3

How about using VLOOKUP to find data across sheets?

Teacher
Teacher Instructor

Great suggestion! VLOOKUP is very powerful for that. Let's break down a prompt for using VLOOKUP next.

Using VLOOKUP in Spreadsheets

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Teacher
Teacher Instructor

Now let's look at using VLOOKUP with prompts. How would you explain a prompt for matching a student ID with a name from another sheet?

Student 4
Student 4

I would say, 'Explain how to use VLOOKUP to match a student ID with a name from another sheet.'

Teacher
Teacher Instructor

Perfect! VLOOKUP will help us find a name based on a student ID. Can anyone describe the components of the VLOOKUP formula?

Student 1
Student 1

It includes the lookup value, the range to search, the column index for the result, and an option for an exact or approximate match.

Teacher
Teacher Instructor

Correct! For example, =VLOOKUP(A2, Sheet2!A:B, 2, FALSE) looks for the ID in A2 on 'Sheet2' and returns the corresponding name.

Student 2
Student 2

How do I remember the structure of VLOOKUP again?

Teacher
Teacher Instructor

Think of it as 'Value from Lookup using a table in an Upward direction.' Let’s do a quick recap on VLOOKUP.

Practical Applications with Spreadsheets

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Teacher
Teacher Instructor

Let’s apply what we've learned. Imagine we have a CSV file with sales data. What prompt can we use to calculate the total sales?

Student 3
Student 3

We could prompt, 'Create an Excel formula to sum the total sales from cells C2 to C20.'

Teacher
Teacher Instructor

Exactly! And the formula would be =SUM(C2:C20). What if we wanted to filter these sales above a certain threshold?

Student 4
Student 4

Then, we could use a prompt for SUMIF, like 'Calculate total sales where sales are greater than $100.'

Teacher
Teacher Instructor

Spot on! The formula would be =SUMIF(C2:C20, '>100'). Remember, practice will improve your fluency in creating these prompts. Who wants to try with a CSV scenario?

Student 1
Student 1

I can try! Let's say we want to find the average sales for products over 50 units sold?

Teacher
Teacher Instructor

That sounds great! What would your prompt be?

Introduction & Overview

Read summaries of the section's main ideas at different levels of detail.

Quick Overview

This section focuses on utilizing prompts to create and analyze spreadsheet formulas and CSV data while enhancing understanding of essential spreadsheet tasks.

Standard

Learners will explore how to craft effective prompts for spreadsheet tasks such as calculating averages or using functions like VLOOKUP to analyze CSV data, improving their prompt engineering skills for data management.

Detailed

In this section, learners will become proficient in leveraging prompt engineering for spreadsheet and CSV tasks. Key skills include writing effective prompts for Excel formulas, understanding functions like AVERAGEIF to calculate averages while ignoring blank cells, and employing VLOOKUP to match data across sheets. By mastering these techniques, students can enhance their data analysis capabilities and streamline data processing workflows. Understanding how to structure prompts clearly can ensure accurate outputs from AI, ultimately saving time and increasing productivity in technical tasks.

Audio Book

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Creating Average Sales Formula

Chapter 1 of 2

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Chapter Content

Prompt:
β€œCreate an Excel formula to calculate the average sales in cells B2 to B10, ignoring blank cells.”
Output:
=AVERAGEIF(B2:B10, "<>"

Detailed Explanation

In this chunk, we discuss how to create a formula that calculates the average of sales figures in a specified range of Excel cells (from B2 to B10) while ignoring any blank cells. The function AVERAGEIF is used here. The first argument specifies the range to average, and the second argument "<>" determines the criteria for including cells in the calculation, where <> signifies 'not equal to blank'.

Examples & Analogies

Imagine you are a teacher calculating the average grade of students but need to exclude those who did not submit their assignments. The formula works similarly by averaging only those scores that have been submitted, ignoring any absence of data (blanks).

Using VLOOKUP in Excel

Chapter 2 of 2

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Chapter Content

Prompt:
β€œExplain how to use VLOOKUP to match a student ID with a name from another sheet.”

Detailed Explanation

This chunk introduces the VLOOKUP function in Excel, which is used for searching a value in the leftmost column of a range and returning a value in the same row from another column. In the context of matching a student ID with their name from another sheet, you would specify the ID you are looking for, the range that contains both the IDs and names, the column number which has the names, and finally, the range lookup option indicating whether you want an exact match or an approximate one.

Examples & Analogies

Think of a library cataloging system where you have a list of student IDs and a separate list of their corresponding names. Using VLOOKUP is like looking up a student's ID in the catalog (the other sheet) to find out who they areβ€”just like glancing from a list of registrations to see their names next to their ID numbers.

Key Concepts

  • Prompt Engineering: The process of creating specific inputs for AI to generate desired outputs.

  • AVERAGEIF Function: A function that calculates average values while ignoring blanks or specific criteria.

  • VLOOKUP Function: A function used to retrieve data from a different table based on a lookup value.

Examples & Applications

=AVERAGEIF(B2:B10, "<>"), calculates the average of cells B2 to B10 but ignores blank cells.

=VLOOKUP(A2, Sheet2!A:B, 2, FALSE) retrieves the name matching the student ID in A2 from a different sheet.

Memory Aids

Interactive tools to help you remember key concepts

🎡

Rhymes

VLOOKUP, VLOOKUP, find the name, using a value, that’s your aim!

πŸ“–

Stories

In a village, a wise old man (β€˜AVERAGEIF’) calculated the average rain, ignoring empty days, until the sun shone again.

🧠

Memory Tools

VLOOKUP: Value, Lookup, Output from a Key.

🎯

Acronyms

AVERAGEIF

Average for Valid Entries Required

Ignoring Blanks.

Flash Cards

Glossary

AVERAGEIF

An Excel function that calculates the average of a range, excluding specified criteria.

VLOOKUP

An Excel function that searches for a value in the first column of a table and returns a value in the same row from a specified column.

CSV

Comma-Separated Values, a file format used to store tabular data in plain text.

Reference links

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