Linguistics Analysis

name linguistics-analysis description Analyze language structures, typological features, and semantic change across languages Linguistics Analysis Purpose Analyze language structures, cross-linguistic patterns, and diachronic semantic change. Key Datasets WALS (wals.info): 192 linguistic features across 2,679 languages — phonology, morphology, syntax, word order HistWords (nlp.stanford.edu/projects/histwords): Diachronic word embeddings for English, French, German, Chinese Universal Dependencies : 200+ treebanks, 100+ languages, dependency annotation Analysis Types Typological analysis : Feature distributions, language universals, areal patterns Diachronic analysis : Semantic drift, grammaticalization, lexical change Syntactic analysis : Constituency/dependency parsing, word order patterns Phonological analysis : Sound inventories, phonotactics, prosody Corpus analysis : Frequency distributions, collocations, concordances Protocol Language identification — Identify language family, branch, typological profile Feature analysis — Map relevant WALS features for target language(s) Comparative analysis — Cross-linguistic comparison using typological databases Statistical testing — Test for significant patterns (chi-square, Fisher's exact) Visualization — Geographic and phylogenetic visualizations of features Rules Use ISO 639-3 language codes for unambiguous identification Cite primary grammars and fieldwork sources Distinguish descriptive from prescriptive claims Handle endangered language data with cultural sensitivity