Text Analysis (week 1)

An approach to analyzing (literary) texts pioneered by Franco Moretti Moretti in 2013.

• Text Analysis

• Natural Language Processing

• Distant Reading

• Text Mining

• Corpus Linguistics

The aim of this approach in contrast with close reading is to investigate literary and cultural trends by analyzing large amounts of textual data, focusing on emerging patterns in the language used in the document(s).

• Text Analysis

• Natural Language Processing

• Distant Reading

• Text Mining

• Corpus Linguistics

Key aspects of this approach include understanding the meaning and context of text or speech, extracting information from large volumes of unstructured data, and generating human-like text.

• Text Analysis

• Natural Language Processing

• Distant Reading

• Text Mining

• Corpus Linguistics

A branch of linguistics that involves the study of language using large collections of texts known as corpora.

• Text Analysis

• Natural Language Processing

• Distant Reading

• Text Mining

• Corpus Linguistics

A data science field focused on extracting information and insights from large volumes of unstructured text data. This approach is decidedly data-driven and typically applies automated methods without substantial human supervision.

• Text Analysis

• Natural Language Processing

• Distant Reading

• Text Mining

• Corpus Linguistics

A data science field focused on extracting information and insights from large volumes of unstructured text data. This approach is decidedly data-driven and typically applies automated methods without substantial human supervision.

• Text Analysis

• Natural Language Processing

• Distant Reading

• Text Mining

• Corpus Linguistics

Utilization of machine and deep learning and are used in various applications such as machine translation, speech recognition, chatbots, information retrieval, and text classification.

• Text Analysis

• Natural Language Processing

• Distant Reading

• Text Mining

• Corpus Linguistics

Qualitative?

• Thematic Analysis

• N-grams Analysis

Qualitative?

• Concordance Analysis

• Discourse Analysis

Quantitative?

• Interpretive Phenomenological Analysis

• Sentiment Analysis