utils.config and utils.db_toolbox functions are not provided!

Prototype, unoptimised.

Todo:

1. Create classes, reduce repeated code.
2. Optimise SpaCy NLP functions and querying (pre-load data?).
3. Data exploratory analysis on topic, term, n-gram, geotags and named entity recognition (NER) correlations with price.
4. 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.