library(tidyverse)
library(readxl)
path = "files/2025-06-29/Challenge 37.xlsx"
input = read_excel(path, range = "B3:F10")
test = read_excel(path, range = "H3:O4") %>%
rename(Item = `...1`)
result = input %>%
mutate(Col = coalesce(Level, Gender, Location)) %>%
select(-c(Level, Gender, Location)) %>%
pivot_wider(names_from = Col, values_from = Values)
all.equal(result, test)
# > [1] TRUECrispo - Excel Challenge 26 2025
excel-challenges
weekly-exercises
Easy Sunday Excel Challenge

Challenge Description
Easy Sunday Excel Challenge
⭐ Problem Solution Item Values Level Gender
Solutions
Logic:
Reads the workbook range needed for the challenge
Reshapes the data to the grain required by the task
Builds the intermediate helper columns that drive the final answer
Strengths:
- The R solution stays compact and mirrors the workbook logic closely.
Areas for Improvement:
- The code assumes the workbook layout and named ranges remain stable.
Gem:
- The best part of the solution is choosing a tidy intermediate shape before producing the final answer.
import pandas as pd
path = "files/2025-06-29/Challenge 37.xlsx"
input = pd.read_excel(path, usecols="B:F", skiprows=2, nrows=8)
test = pd.read_excel(path, usecols="H:O", skiprows=2, nrows=1)
test = test.rename(columns={test.columns[0]: "Item"})
input['Col'] = input[['Level', 'Gender', 'Location']].bfill(axis=1).iloc[:, 0]
result = input.pivot(index='Item', columns='Col', values='Values').reset_index()[test.columns]
print(result.equals(test)) # TrueLogic:
Reads the workbook range needed for the challenge
Reshapes the data to the grain required by the task
Strengths:
- The Python version keeps the same rule in a direct pandas-oriented workflow.
Areas for Improvement:
- As with the R version, any workbook layout change would require small adjustments.
Gem:
- The implementation stays close to the stated challenge instead of adding unnecessary complexity.
Difficulty Level
This task is moderate:
It combines familiar Excel-style logic with at least one non-trivial reshape, grouping, or parsing step.
The answer depends on getting the output layout exactly right.