List Splitter & Text Chunker
Split massive lists, CSVs, or text files into manageable chunks based on line count. Ideal for overcoming email marketing and database import limits.
About
Managing large datasets often involves navigating strict import limitations imposed by third-party platforms. Email marketing services, database management tools, and spreadsheet software frequently cap the number of rows or file size allowed per upload. When a dataset exceeds these boundaries, the upload fails or truncates data. Manual separation is time-consuming and introduces a high risk of human error, such as duplicated entries or lost rows.
The List Splitter automates the division of extensive text blobs into smaller, strictly defined segments. By specifying a maximum number of lines per chunk, users can generate multiple output files that comply with specific system constraints. This process preserves data integrity and ensures that headers (if selected) are repeated for every file, maintaining context across all split segments. This utility is critical for developers performing SQL inserts, marketers migrating contact lists, or analysts working with legacy systems that cannot parse multi-megabyte text files.
Formulas
The core logic determines the total number of resulting files (chunks) based on the total line count of the source data and the user-defined limit per file. If L represents the total number of lines in the dataset and n represents the maximum lines allowed per chunk, the total number of chunks k is calculated using the ceiling function:
When a header row is preserved, the effective capacity for data lines in subsequent chunks is reduced by 1. The operation ensures that for every set of data S, the union of all generated chunks Ci (excluding redundant headers) reconstructs the original set:
Reference Data
| Platform / Standard | Typical Limit | Recommended Chunk Size |
|---|---|---|
| Excel (Old .xls) | 65,536 rows | 50,000 lines |
| Excel (New .xlsx) | 1,048,576 rows | 1,000,000 lines |
| Mailchimp Import | 100 MB (approx) | 10,000 - 50,000 lines |
| MySQL (InnoDB) | Packet Size Config | 1,000 - 5,000 inserts |
| Google Sheets | 10,000,000 cells | 20,000 rows |
| Free Email Validators | Variable | 500 - 1,000 lines |
| Twitter Audience | 10,000 IDs | 10,000 lines |
| Facebook Custom Audience | Variable (Hash limit) | 20,000 lines |
| Notepad++ (Edit) | 2 GB (RAM dependent) | 100,000 lines |
| Standard CSV Upload | Server Timeout | 5 MB |