# PDF Table Extractor to CSV/JSON

Extract tables from PDFs with OpenDataLoader and export them as structured JSON, flat CSV, or HTML tables

> Canonical page: https://elysiatools.com/en/tools/pdf-table-extractor-to-csv-json

- **Category:** Data Processing

- **Keywords:** pdf, table, csv, json, extractor

## Overview

Use OpenDataLoader table extraction to identify semantic table blocks in a PDF and export them as JSON, CSV, or HTML. This is useful for reports, statements, research PDFs, and data-heavy documents that need table reuse.

## Inputs

- **PDF File** (file)
- **Export Format** (select)
- **Table Detection Method** (select)
- **Pages** (text): e.g. 1,3,5-7
- **Use Struct Tree** (checkbox)

## When to use

- Extracting financial data from annual reports into spreadsheets for analysis.
- Converting research paper data tables into machine-readable JSON for database ingestion.
- Pulling tabular line items from digital invoices or statements into flat CSV files.

## How it works

- Upload your PDF file containing the tables you want to extract.
- Select your preferred export format (JSON, CSV, or HTML) and specify page ranges if needed.
- Choose the table detection method (Default or Cluster) and optionally enable the PDF structure tree.
- Download the extracted tables in your chosen format for immediate use.

## Use cases

- Financial analysts extracting balance sheets and income statements from corporate PDF reports into CSV for Excel modeling.
- Data scientists converting statistical tables from academic PDFs into structured JSON for programmatic analysis.
- Operations teams pulling tabular line items from digital purchase orders into HTML for web-based previews.

## Frequently asked questions

### What export formats are supported?

You can export extracted tables as structured JSON, flat CSV, or HTML tables.

### Can I extract tables from specific pages only?

Yes, you can specify a page range (e.g., 1,3,5-7) to limit extraction to specific parts of the document.

### What is the difference between JSON and CSV output?

JSON retains metadata like page numbers, bounding boxes, and grid structure. CSV flattens the data into a simple table, page, row, column, and value format.

### What does the Use Struct Tree option do?

It leverages the internal structural tags of the PDF (if available) to improve the accuracy of table boundary detection.

### What are the table detection methods?

You can choose between Default and Cluster methods. The Cluster method groups text elements based on spatial proximity to identify table grids.

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- [CSV / Excel Diff Tool](https://elysiatools.com/en/tools/csv-excel-diff-tool): Compare two CSV or XLSX datasets and export a PDF report with row, column, and cell-level differences
- [PDF Annotation Export](https://elysiatools.com/en/tools/pdf-annotation-export): Extract existing annotations (highlights, comments, stamps, links, markup) from a PDF into JSON
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- [PDF to JSON Structure Explorer](https://elysiatools.com/en/tools/pdf-to-json-structure-explorer): Extract structured OpenDataLoader JSON from a PDF and browse headings, paragraphs, tables, lists, pages, and bounding boxes in an explorer view
- [CSV Transformer](https://elysiatools.com/en/tools/csv-transformer): Transform and process CSV data with column operations, calculations, and data type conversions. Supports renaming columns, adding calculated columns, removing columns, converting data types, calculating values, and filtering rows. Operation examples: • Rename column: \[{"type": "rename", "column": "old_name", "new_name": "new_name"}\] • Add calculated column: \[{"type": "add_column", "new_column": "total", "formula": "price * quantity"}\] • Remove column: \[{"type": "remove_column", "remove_column": "column_to_remove"}\] • Convert data type: \[{"type": "convert_type", "convert_column": "age", "target_type": "number"}\] • Calculate values: \[{"type": "calculate", "target_column": "total", "expression": "price * tax + shipping"}\] • Filter rows: \[{"type": "filter_values", "filter_column": "status", "operator": "equals", "value": "active"}\]

## Samples

- [PDF Samples](https://elysiatools.com/en/samples/pdf-samples): Generated PDF samples from tools dated 2026-02-01 to 2026-02-10
- [CSV Samples](https://elysiatools.com/en/samples/csv-samples): Sample CSV files with various data types, sizes, and complexity levels
- [Python Samples](https://elysiatools.com/en/samples/python): Essential Python code examples and Hello World demonstrations
- [Terraform Plan JSON Samples](https://elysiatools.com/en/samples/terraform-plan-json-samples): Sample Terraform plan JSON files exported from terraform show -json style payloads for dependency visualization and change review

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