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Code for collecting and cleaning speeches (text) of the US 2020 election campaign. Corresponding publication: "A text dataset of campaign speeches of the main tickets in the 2020 US presidential el…
natural-language-processing text-analysis political-science us-elections text-as-data rhetoric us-election-2020Python MIT License UpdatedDec 12, 2024 -
PyMstdnCollect Public
A Python package for social science research data collection with Mastodon's public API. A detailed description of the code is included in the paper: "PyMstdnCollect: A Python Package for Data Coll…
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causal_agribusiness Public
A repository accompanying the paper "Structural changes and statistical causal relationships in agricultural commodities markets: the impact of public news sentiment and institutional announcements…
Python MIT License UpdatedOct 4, 2024 -
ardlmidasdnn Public
This repository contains the code for the paper "Hybrid ARDL-MIDAS-Transformer Time-Series Regressions for Multi-Topic Crypto Market Sentiment Driven by Price and Technology Factors", by Ioannis Ch…
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streamlitclimategpcausality Public
An interactive app for an exploratory case study on statistical causality relationships in the climate change-related Twitter debate during 2022.
Python MIT License UpdatedNov 6, 2023 -
cryptogpcausality Public
This repository contains the code for the paper "Sentiment-driven statistical causality in multimodal systems", by Ioannis Chalkiadakis, Anna Zaremba, Gareth W. Peters and Michael J. Chantler.
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covid19modelrisk Public
This repository contains the code for the paper "Infection Rate Models for COVID-19: Model Risk and Public Health News Sentiment Exposure Adjustments", by Ioannis Chalkiadakis, Kevin Hongxuan Yan, …
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tRustNN Public
RNN exploration and visualisation for interpretable outputs.
Python MIT License UpdatedAug 29, 2020 -
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preText Public
Forked from matthewjdenny/preTextAn R package to assess the effects of text preprocessing decisions.
R UpdatedAug 14, 2020