utils.config and utils.db_toolbox functions are not provided!
Prototype, unoptimised.
Todo:
- Create classes, reduce repeated code.
- Optimise SpaCy NLP functions and querying (pre-load data?).
- Data exploratory analysis on topic, term, n-gram, geotags and named entity recognition (NER) correlations with price.
- Equity analysis for company share price correlation with natural language processing (NLP) variables.
Built for a data visualisation web application using Python, SpaCy natural language processing and Plotly Dash.
Identifying correlation between price, sentiment and frequency for various metals.
Descriptive statistics
Identifying location, syntax usage, n-grams, and NER classified by sentiment and metal type.
