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Convert JSONL (JSON Lines) to Excel

Online Converter: Convert JSON Lines (NDJSON) file to Excel (XLSX) format

Private by default · processed on our servers · files auto-deleted in 24h

Set options and click 'Run Conversion' button

1
Drag and Drop your file or click "Browse" to select it.
Max. size 10 MB
For batch conversion upload archive (zip, rar, 7z, xz).
2
Conversion Configuration
3
Excel file format
4
Output layout (table shape)New
5
Start Conversion
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Convert JSON Lines (JSONL/NDJSON) files to Excel spreadsheets for data analysis, reporting, and visualization. Transform log files, ML datasets, and streaming exports into formatted Excel workbooks with proper data types.

Perfect for data analysts who need to explore JSONL data using Excel's powerful features like pivot tables, charts, and conditional formatting.

Why Convert JSONL to Excel?

  • Rich Analysis:Use Excel's sorting, filtering, pivot tables, and charting to analyze your data.
  • Data Types Preserved: Numbers, dates, and text are properly formatted in Excel for accurate calculations.
  • Business Reporting: Create professional reports with charts and formatting directly from JSONL exports.
  • Easy Sharing: Share data with stakeholders who prefer spreadsheets over technical JSON formats.

JSONL to Excel: choosing the output layout

Each JSONL record is a JSON object, and nested fields rarely map cleanly onto a single flat table. The Output layout option lets you choose exactly how nested fields become rows and columns in the Excel. Pick the shape that matches how you will use the data:

Tabletable

One column per field, one row per record. The default, and the best fit for flat or lightly nested JSON.

For JSONL this default uses a fast engine that keeps nested arrays compact. To expand nested fields into rows or columns, pick one of the layouts below.

Input (JSON Lines)
json
{"id":"1001","item":[{"sku":"A1"},{"sku":"B7"}]}
{"id":"1002","item":[{"sku":"C3"}]}
Output (Excel)
iditem
1001[{'sku': A1}, {'sku': B7}]
1002[{'sku': C3}]

Key / Valuekey_value

Two columns, the field path and its value, with one row per value. Ideal for deeply nested or irregular JSON where a fixed set of columns does not fit.

Input (JSON Lines)
json
{"id":"1001","item":[{"sku":"A1"},{"sku":"B7"}]}
{"id":"1002","item":[{"sku":"C3"}]}
Output (Excel)
keyvalue
record/id1001
record/item/skuA1
record/item/skuB7
record/id1002
record/item/skuC3

One row per elementelement_rows

Every value on its own row alongside its full path. Useful for flattening or auditing all values in one long list.

Input (JSON Lines)
json
{"id":"1001","item":[{"sku":"A1"},{"sku":"B7"}]}
{"id":"1002","item":[{"sku":"C3"}]}
Output (Excel)
pathtextattributes
record/id1001
record/item/skuA1
record/item
record/item/skuB7
record/item
record
record/id1002
record/item/skuC3
record/item
record

Nested levelspath_levels

The path is split across columns (level 1, level 2, and so on) followed by the value. Good for pivot-style analysis by depth.

Input (JSON Lines)
json
{"id":"1001","item":[{"sku":"A1"},{"sku":"B7"}]}
{"id":"1002","item":[{"sku":"C3"}]}
Output (Excel)
level_1level_2level_3valueattributes
recordid1001
recorditemskuA1
recorditem
recorditemskuB7
recorditem
record
recordid1002
recorditemskuC3
recorditem
record

One row per recordNewtranspose

Keeps each record on a single row and spreads repeating nested lists into indexed columns (for example line_items/0/amount, line_items/1/amount). The best fit when every record must stay one row even with nested arrays.

Input (JSON Lines)
json
{"id":"1001","item":[{"sku":"A1"},{"sku":"B7"}]}
{"id":"1002","item":[{"sku":"C3"}]}
Output (Excel)
recordiditem/0item/0/skuitem/1item/1/sku
1001A1B7
1002C3

Output Format

The converter creates an XLSX file (Excel 2007+) with your JSONL data organized in rows and columns. JSON keys become column headers, and each JSONL record becomes a row.

Excel Limits

  • Maximum rows: 1,048,576
  • Maximum columns: 16,384

For larger datasets, consider JSONL to CSV which has no row limits.

Format Resources

  • JSON Lines - Format specification
  • MS-XLSX - Excel file format specification

Related Converters

  • Excel to JSONL - Convert spreadsheets to JSON Lines
  • JSONL to CSV - Convert to CSV format
  • JSON to Excel - Convert standard JSON arrays

Frequently Asked Questions

Are data types preserved?

Yes, the converter detects numbers, dates, and text in your JSONL data and formats Excel cells appropriately for accurate calculations and sorting.

How are arrays handled?

It depends on the Output layout. The default table keeps nested arrays compact in a single cell; the key/value, one-row-per-element, nested-levels and one-row-per-record layouts expand array items into their own rows or indexed columns - no manual flattening needed.