Xlwings vs Xlsxwriter: Which is Better?
Both xlwings
and XlsxWriter
are popular Python libraries for working with Excel files. However, they serve different purposes and have unique strengths. Let’s compare them in detail.
1. Overview
🔹 What is xlwings?
xlwings
is a Python library that automates Excel using COM (Windows) or AppScript (Mac). It allows users to read, write, and modify Excel files while keeping Excel open.
🔹 What is XlsxWriter?
XlsxWriter
is a Python library used only for writing Excel files (.xlsx
). It creates new Excel files but cannot read or modify existing files.
2. Feature Comparison
Feature | xlwings | XlsxWriter |
---|---|---|
Read Excel Files | ✅ Yes | ❌ No |
Write Excel Files | ✅ Yes | ✅ Yes |
Modify Existing Files | ✅ Yes | ❌ No |
Requires Excel Installed | ✅ Yes | ❌ No |
Handles Large Datasets | ⚠️ Slower (Excel memory limits) | 🚀 Faster (Optimized for writing) |
Excel Formatting (Fonts, Colors, etc.) | ✅ Yes | ✅ Yes |
Charts & Pivot Tables | ✅ Yes | ✅ Yes |
Macros & VBA Support | ✅ Yes | ❌ No |
Real-time Excel Automation | ✅ Yes | ❌ No |
3. Performance Differences
Scenario | xlwings | XlsxWriter |
---|---|---|
Reading Large Datasets | 🐢 Slower (Excel memory limits) | ❌ Not possible |
Writing Large Datasets | 🐢 Slower | 🚀 Faster (Optimized for writing) |
Modifying Existing Files | ✅ Yes | ❌ No |
Excel Formatting | ✅ Yes | ✅ Yes |
Integration with Pandas | ✅ Yes (Supports DataFrames) | ✅ Yes (via to_excel ) |
4. Code Comparison
🔹 Writing an Excel File
Using xlwings (Python)
pythonCopy codeimport xlwings as xw
wb = xw.Book() # Open a new Excel file
sheet = wb.sheets["Sheet1"]
sheet.range("A1").value = [["Name", "Age"], ["Alice", 30], ["Bob", 25]]
✅ Writes data while Excel is open.
✅ Can modify an existing file.
Using XlsxWriter
pythonCopy codeimport xlsxwriter
workbook = xlsxwriter.Workbook("output.xlsx")
sheet = workbook.add_worksheet()
data = [["Name", "Age"], ["Alice", 30], ["Bob", 25]]
for row_idx, row in enumerate(data):
for col_idx, value in enumerate(row):
sheet.write(row_idx, col_idx, value)
workbook.close()
✅ Creates a new Excel file.
❌ Cannot modify an existing file.
5. When to Use Which?
✅ Use xlwings
if:
✔ You need real-time Excel automation (interact with an open Excel file).
✔ You want to modify existing files.
✔ You need to apply macros, VBA, or advanced formatting.
✔ You work with live Excel data and need updates in real time.
✅ Use XlsxWriter
if:
✔ You need to generate new Excel reports efficiently.
✔ You are working with large datasets (XlsxWriter is optimized for writing).
✔ You do not need to read or modify existing files.
✔ You want Excel formatting, charts, and pivot tables in newly created files.
6. Final Verdict
- For Excel automation & modifying existing files →
xlwings
(works with open Excel files). - For generating large Excel reports efficiently →
XlsxWriter
(faster, optimized for writing).
If you need live interaction with Excel, use xlwings
. If you need to write new files efficiently, use XlsxWriter
. 🚀