# XLSX CSV Detect Normalize

Auto-detect CSV delimiter/encoding (UTF-8/GBK), normalize the table, and import to XLSX/CSV

> Canonical page: https://elysiatools.com/en/tools/xlsx-csv-detect-normalize

- **Category:** Format Conversion

- **Keywords:** csv, detect, normalize, encoding, delimiter, xlsx, gbk

## Overview

Normalize messy CSV before spreadsheet import.

- Detects encoding (`UTF-8`/`GBK`) and delimiter automatically
- Normalizes rows to a consistent column count
- Exports normalized CSV, XLSX, or both

## Inputs

- **CSV/TSV Source File** (file)
- **Source Encoding** (select)
- **Output Mode** (select)
- **Output Delimiter** (select)
- **Sheet Name** (text): Data
- **Trim Whitespace** (checkbox)
- **Treat First Row as Header** (checkbox)

## When to use

- When you encounter 'mojibake' or garbled text caused by incorrect file encoding like GBK or UTF-8.
- When your CSV file has inconsistent column counts that break standard spreadsheet imports.
- When you need to quickly convert raw, non-standard delimited data into a clean XLSX or standardized CSV format.

## How it works

- Upload your source CSV or TSV file to the tool.
- The system automatically detects the character encoding and delimiter, or you can manually override these settings.
- Configure your output preferences, such as trimming whitespace or defining a custom sheet name.
- Download your normalized data as a clean CSV, an XLSX file, or a ZIP package containing both.

## Use cases

- Fixing legacy data exports that use non-standard delimiters or outdated character encodings.
- Preparing raw system logs or database dumps for analysis in Excel.
- Standardizing inconsistent CSV files from multiple sources into a uniform format for team collaboration.

## Frequently asked questions

### Does this tool support GBK encoding?

Yes, the tool supports automatic detection of GBK and UTF-8 encodings to ensure your data displays correctly.

### Can I convert a CSV directly to XLSX?

Yes, you can select 'XLSX Only' in the output mode to convert your CSV file into a standard Excel workbook.

### What happens if my CSV rows have different column counts?

The tool normalizes the data structure to ensure every row aligns with the header, preventing import errors in Excel.

### Can I change the delimiter in the output file?

Yes, you can choose from common delimiters like commas, semicolons, tabs, or pipes for your output CSV.

### Is there a limit to the file size I can upload?

The tool supports files up to 100MB for processing.

## Related tools

- [XLSX CSV Batch Converter](https://elysiatools.com/en/tools/xlsx-csv-batch-converter): Batch convert CSV/TSV to XLSX or convert XLSX back to CSV/TSV with delimiter and encoding handling
- [XLSX Sheet to CSV Pack](https://elysiatools.com/en/tools/xlsx-sheet-to-csv-pack): Export each Excel worksheet as an individual CSV file and include a manifest with schema/statistics
- [Excel to CSV Converter](https://elysiatools.com/en/tools/excel-to-csv): Convert Excel file to CSV format, extracting data from the first worksheet
- [Text to Excel Converter](https://elysiatools.com/en/tools/text-to-excel): Convert various text formats to Excel with customizable parsing and formatting options
- [Barcode Batch Generator](https://elysiatools.com/en/tools/barcode-batch-generator): Batch generate Code 128, EAN-13, UPC-A, ITF-14, QR Code, and Data Matrix outputs from CSV or multiline text
- [CSV File Merger](https://elysiatools.com/en/tools/csv-merger): Merge multiple CSV files into a single file with options for header handling and deduplication
- [Time Series Forecast & Seasonality Analyzer](https://elysiatools.com/en/tools/time-series-forecast-seasonality-analyzer): Forecast future periods from CSV or JSON time-series data and inspect trend, seasonal, and residual decomposition in one report
- [XLSX Multi Sheet Splitter](https://elysiatools.com/en/tools/xlsx-multi-sheet-splitter): Split a multi-sheet workbook into independent files by sheet name, with ZIP output

## Samples

- [XLSX Samples](https://elysiatools.com/en/samples/xlsx-samples): Sample XLSX spreadsheets for worksheet parsing and data extraction testing
- [Windows String Processing - C# Samples](https://elysiatools.com/en/samples/windows-string-processing-csharp): Comprehensive C# string processing examples for Windows platform including string manipulation, splitting, joining, regex operations, and text analysis
- [XLS Samples](https://elysiatools.com/en/samples/xls-samples): Sample legacy Excel (XLS) files for binary spreadsheet parsing and import tests
- [CSV Samples](https://elysiatools.com/en/samples/csv-samples): Sample CSV files with various data types, sizes, and complexity levels

## Related content

- [XLSX ETL Ingestion and Warehouse Handoff](https://elysiatools.com/en/hubs/xlsx-etl-ingestion-workflows): Turn mixed workbook and CSV sources into traceable, schema-aware outputs for SQL loading, Parquet pipelines, and object-storage batch handoff.
- [Tabular Data Conversion Workflow](https://elysiatools.com/en/hubs/csv-convert): Convert CSV, spreadsheets, JSON, HTML tables, Markdown, XML, and text while checking headers, delimiters, types, and encoding.
- [CSV Cleanup, Reshaping, and Delivery Workflow](https://elysiatools.com/en/hubs/csv-utility): Inspect CSV structure, keep the right columns, reshape rows, compare outputs, and split final files for dependable imports or reporting.
