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UNCTAD-Port-and-Shipping-Analysis

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Deriving insights from Port Liner Shipping Connectivity Index (Port LSCI) data by analyzing global and country-level maritime trade accessibility and infrastructure quality over time. Since this index is a key indicator of a country’s integration into global maritime networks, my analysis touches on trade, development, economic resilience, logistics efficiency, and geopolitical shifts.

1. Trade Competitiveness and Integration 🚢

Insight 🔍: Which countries are the most (or least) connected to global maritime networks?

Metric:

LSCI level per quarter (absolute value)

Interpretation:

A higher LSCI → better maritime connectivity → lower shipping costs → higher trade competitiveness.

Use:

Identify global trade hubs (e.g., China, Singapore, Netherlands). Benchmark developing countries for trade policy reforms.

2. Temporal Trends and Infrastructure Investment Impact

🔍 Insight: How has a country’s port connectivity evolved over time?

Metric: LSCI time series per country

Interpretation: A rising trend → infrastructure investment paying off (e.g., India’s Sagarmala project).

Use:

Assess ROI of maritime policy reforms. Compare pre/post connectivity for major port expansions.

3. Regional Disparities in Connectivity

🔍 Insight: Which regions are improving vs. lagging?

Metric: Regional averages of LSCI; change over time.

Interpretation:

Highlights global inequality in shipping access.

Use:

Tailor regional development strategies.Push for better connectivity in LDCs (Least Developed Countries).

⚠️ 4. Shipping Disruptions and Systemic Risks

🔍 Insight: Were there periods of sharp, sudden drops in connectivity?

Metric: % deviation from 4-quarter moving average.

Interpretation:

Disruptions signal crises (e.g., COVID-19, war, bottlenecks).

Use:

Create a "Shipping Disruption Monitor". Early warning for global trade shocks.

About

This project analyzes the UNCTAD Liner Shipping Connectivity Index (LSCI) at both country and port levels using PostgreSQL and Docker. It explores global maritime trade connectivity, disruptions, and volatility through structured SQL queries.

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