# Frequency Sorter

> Takes a list of newline separated items and sorts them from most appearances to least appearances

**Wikidata**: [Q126084977](https://www.wikidata.org/wiki/Q126084977)  
**Source**: https://4ort.xyz/entity/frequency-sorter

## Summary
Frequency Sorter is a software tool designed to process and organize text data. It accepts a list of items separated by newlines and automatically sorts them based on occurrence, ranking them from most frequent to least frequent. This functionality supports various academic and technical tasks, including data cleansing, content analysis, and network analysis.

## Key Facts
- **Entity Type:** Software
- **Primary Function:** Sorts lists of items from most appearances to least appearances
- **Input Format:** Newline separated items
- **Key Uses:** Enriching, data cleansing, network analysis, analysis, and content analysis
- **Listings:** Indexed in the Text Analysis Portal for Research (TAPoR) and the Social Sciences and Humanities Open Marketplace
- **Source URLs:** Accessible via `https://tapor.ca/tools/585` and `https://marketplace.sshopencloud.eu/tool-or-service/reMATh`

## FAQs
### Q: How does Frequency Sorter process input data?
A: The tool takes a list of items separated by newlines as input. It calculates the frequency of each item and outputs the list sorted in descending order of appearance.

### Q: What are the primary use cases for Frequency Sorter?
A: It is primarily used for data cleansing and enriching. Additionally, it serves as a utility for content analysis, network analysis, and general data analysis in research contexts.

### Q: Where can Frequency Sorter be accessed?
A: The tool is listed on the Social Sciences and Humanities Open Marketplace and the Text Analysis Portal for Research (TAPoR) under tool ID 585.

## Why It Matters
Frequency Sorter plays a specific but critical role in the digital humanities and text analysis workflows. By automating the counting and ranking of list items, it solves a fundamental problem in data preparation: the need to quickly identify dominant terms, errors, or patterns within unstructured or semi-structured datasets.

Without such a tool, researchers would have to manually count items or create complex spreadsheet formulas to achieve the same result. Its classification under "data cleansing" highlights its importance in quality assurance, allowing users to spot anomalies or unwanted records in a dataset instantly. Furthermore, its utility in "network analysis" and "content analysis" makes it a versatile building block for larger research projects, facilitating the transformation of raw text into quantifiable statistical insights. Its inclusion in major research portals like TAPoR and the SSH Open Marketplace underscores its relevance to the academic community.

## Notable For
-   Specialized functionality for sorting text by frequency (most to least).
-   Direct integration into text analysis workflows via the TAPoR portal.
-   Classification as a tool for both data cleansing and network analysis.
-   Ability to enrich datasets by converting raw lists into ranked frequency data.

## Body
### Functionality and Operation
Frequency Sorter operates as a focused utility within the broader category of data analysis software. Its core mechanism involves ingesting text data structured as a list. The software parses this list based on newline separators, counting the instances of identical items. The output is a reorganized list where items with the highest frequency appear at the top, descending to those with the lowest frequency.

### Research and Application Context
The tool is categorized under several functional domains according to the Social Sciences and Humanities Open Marketplace:
*   **Data Cleansing:** It aids in detecting corrupt or unwanted records by making duplicates and outliers visually prominent.
*   **Enriching:** It adds value to raw data by providing frequency counts, which serves as metadata for further processing.
*   **Analysis:** It functions as a helper application within larger analytical suites, such as LoadRunner, to assist with basic statistical sorting.

### Availability and Provenance
Frequency Sorter is cataloged as part of the **Text Analysis Portal for Research (TAPoR)**, a curated collection of tools for humanists and social scientists. It is further indexed in the **Social Sciences and Humanities Open Marketplace**. The tool is described in English and remains accessible via its catalog entries as of late 2022.

## References

1. [Source](https://marketplace.sshopencloud.eu/tool-or-service/reMATh)
2. [Source](https://tapor.ca/tools/585)