# Computational and Text Analysis Methods

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/computational-and-text-analysis-methods-2/

## Facts

| Field | Value |
| --- | --- |
| Citations | 151,025 |
| Description | This cluster of papers focuses on the application of computational text analysis methods, such as topic modeling, machine learning, and natural language processing, in social science research. It explores the use of these methods for quantitative analysis of textual data, automated content classification, and uncovering patterns and trends in large text corpora. |
| Domain | Social Sciences |
| Field | Social Sciences |
| OpenAlex ID | https://openalex.org/T13910 |
| Works | 47,957 |

## Topic researchers

Showing 12 of 20.

- [Vladimir Vapnik](https://scholariq.org/researchers/vladimir-vapnik/)
- [Roy F. Baumeister](https://scholariq.org/researchers/roy-f-baumeister/)
- [Christopher D. Manning](https://scholariq.org/researchers/christopher-d-manning/)
- [Andrew F. Hayes](https://scholariq.org/researchers/andrew-f-hayes/)
- [Bruno Latour](https://scholariq.org/researchers/bruno-latour/)
- [Paul Slovic](https://scholariq.org/researchers/paul-slovic/)
- [Paul DiMaggio](https://scholariq.org/researchers/paul-dimaggio/)
- [Duncan J. Watts](https://scholariq.org/researchers/duncan-j-watts/)
- [Alex Pentland](https://scholariq.org/researchers/alex-pentland/)
- [Jon Kleinberg](https://scholariq.org/researchers/jon-kleinberg/)
- [Alessandro Vespignani](https://scholariq.org/researchers/alessandro-vespignani/)
- [Cass R. Sunstein](https://scholariq.org/researchers/cass-r-sunstein/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.