Databases for Research – Dr Suman Lodh
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Databases for Research

External datasets and reference resources drawn on across my work in finance, governance, sustainability and text analysis — with a direct link to each source and, where relevant, the paper to cite when you use it.

Directory

Curated data sources

Use Access the Data to open the source. Where a Relevant paper is shown, please cite it when using that dataset.

Lobby Data

A comprehensive, nonpartisan data on political campaign contributions, lobbying expenditures, and personal financial disclosures.

ND-GAIN

A country's vulnerability to climate change alongside its readiness to leverage private and public sector investment for adaptive actions.

LM Dictionary

The Loughran-McDonald Master Dictionary is a specialised lexicon specifically designed for sentiment analysis in financial documents, such as corporate 10-K filings.

Notes & Disclaimer

These databases are maintained by the relevant authors and institutions. For use of this data, please cite the appropriate author’s reference in your paper. Details will be in the relevant link.