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event_study_car

Event studies in finance: estimates market model and calculates cumulative abnormal return plus amihud illiquidity

finpoltext

Financial text analysis for Polish (optionally other languages)

kmk4842

opus2021

Translating financial lexicons to other languages via WordNet

survey_design

Project for doctoral students on survey design in management studies.

topic_analysis_companies

This script processes documents from the Lancaster Financial corpus http://ucrel.lancs.ac.uk/cfie/ (It can be adapted to any other long documents). 1) Split the text into documents, keeping +/- 3 lines around a keyword (eg.change) 2) Pre-process the documents into a corpus with spaCy: lemmatize, remove stop-words, punctuation, NERs 3) Run LDA topical analysis on the documents. 4) Return LDA results, Word Clouds, Examples for each topic. 5) Generate visualizations and figures for publication