library(tidyverse)
library(readxl)
path = "files/Excel Challenge October 13th.xlsx"
input = read_excel(path, range = "B2:D16")
test = read_excel(path, range = "F2:G16")
result = input %>%
fill(Date, .direction = "down") %>%
group_by(Date) %>%
mutate(open = first(Units)) %>%
mutate(Units = ifelse(is.na(Instance) , open + Units, Units)) %>%
select(Date, Units)
all.equal(result, test, check.attributes = FALSE)
# [1] TRUECrispo - Excel Challenge 41 2024
excel-challenges
weekly-exercises
Easy Sunday Excel Challenge

Challenge Description
Easy Sunday Excel Challenge
⭐ Problem Solution Date Instance Units Opening
Solutions
Logic:
Reads the workbook range needed for the challenge
Aggregates or ranks values at the correct grouping level
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/Excel Challenge October 13th.xlsx"
input = pd.read_excel(path, usecols="B:D", skiprows=1, nrows=15)
test = pd.read_excel(path, usecols="F:G", skiprows=1, nrows=15).rename(columns=lambda x: x.replace('.1', ''))
input['Date'] = input['Date'].ffill()
input['open'] = input.groupby('Date')['Units'].transform('first')
input['Units'] = input.apply(lambda row: row['open'] + row['Units'] if pd.isna(row['Instance']) else row['Units'], axis=1)
result = input[['Date', 'Units']]
print(result.equals(test)) # TrueLogic:
Reads the workbook range needed for the challenge
Aggregates or ranks values at the correct grouping level
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.