Naija Macro Sentiment Tracker | Macroeconomic sentiment intelligence

Overview

Naija Macro Sentiment Tracker is an end-to-end sentiment intelligence platform built to monitor public economic narratives in Nigeria. It ingests news and public discourse, processes unstructured text, applies NLP sentiment analysis, stores structured outputs, and exposes insights through a public dashboard.

System Design

The project demonstrates how AI and data pipelines can turn noisy public information into decision-support signals around inflation, fuel prices, FX volatility, and broader macroeconomic concerns.

Key Highlights

Public economic data ingestion
NLP sentiment and opinion analysis
PostgreSQL-backed storage
Azure-hosted backend and dashboard
Public dashboard for macroeconomic monitoring
End-to-end ingestion, processing, storage, and visualisation workflow

Results

Identified 42% negative sentiment, 13% positive sentiment, and 35% neutral sentiment across sampled Nigerian audience data
Key sentiment drivers included fuel prices, inflation, and FX rate volatility

Overview

System Design

The project demonstrates how AI and data pipelines can turn noisy public information into decision-support signals around inflation, fuel prices, FX volatility, and broader macroeconomic concerns.

Key Highlights

Public economic data ingestion
NLP sentiment and opinion analysis
PostgreSQL-backed storage
Azure-hosted backend and dashboard
Public dashboard for macroeconomic monitoring
End-to-end ingestion, processing, storage, and visualisation workflow

Results

Identified 42% negative sentiment, 13% positive sentiment, and 35% neutral sentiment across sampled Nigerian audience data
Key sentiment drivers included fuel prices, inflation, and FX rate volatility