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📈 Price Analysis Python Data Visualization 2000-2023 Dataset

Philippine Food Prices:
A Comprehensive 24-Year Analysis

An in-depth exploration of food price trends, inflation patterns, protein affordability, vegetable volatility, currency impacts, and regional disparities using World Food Programme data from 2000 to 2023.

121,514
Price Records
24
Years of Data
17
Regions
40+
Commodities
12
Analysis Topics
Data Period
2000-2023 Food Price Records (24 years)
Tech Stack
Python Pandas Chart.js HTML/CSS
Key Takeaways

A 24-year analysis of 121,514 food price records reveals how inflation, global crises, and regional supply chains have shaped the cost of eating in the Philippines.

  • Rice prices surged 159% from 2000 to 2023, with the sharpest spikes during the 2008 global food crisis (14.8% food inflation) and the 2022 commodity shock (12.3%).
  • Food inflation peaked at 14.8% in 2008 and again at 12.3% in 2022, far exceeding normal years when it hovered between 2-5%.
  • Regional price disparities are significant, with remote island and landlocked regions consistently paying more for staple foods due to transportation costs.
  • Over 40 commodities across 17 regions were tracked, revealing that protein sources and vegetables experienced the highest price volatility.

Rice Price Inflation (2000-2023)

Rice is the staple food of the Philippines. Here's how prices have changed over 24 years.

🍚
+159%
Rice Price Increase
₱20 → ₱52/kg
🥩
+336%
Pork Price Increase
₱77 → ₱336/kg
🧅
+685%
Onion Price Spike (2022)
Peak: ₱600/kg
📊
6.9%
Avg Annual Food Inflation
Above general inflation

Rice Price Trends Over Time

Monthly retail prices for superior rice in Metro Manila (PHP/kg)

Superior Rice
Regular Rice

Price Change by Food Category

% increase from 2000 to 2023

Regional Price Comparison

Average rice price by region (2023)

2.6x

Rice Price Multiplier

Rice prices have increased 2.6 times since 2000, outpacing the general inflation rate of the Philippine Peso.

🌾

Rice Bowl Crisis

The 2008 global food crisis saw rice prices spike by 60% in just 6 months, triggering government interventions.

🦠

COVID-19 Impact

The pandemic caused pork prices to surge 80% due to African Swine Fever and supply chain disruptions.

Crisis Impact on Food Prices

Major events that shaped food price volatility in the Philippines.

2008

Global Food Crisis

Global rice shortage caused prices to spike worldwide. The Philippines, heavily dependent on rice imports, saw prices jump from ₱28 to ₱45 per kg in just months.

+60% rice price surge
2013

Typhoon Yolanda (Haiyan)

One of the strongest typhoons devastated agricultural regions in Visayas, disrupting food supply chains and causing localized price spikes.

Regional supply disruption
2019-2020

African Swine Fever Outbreak

ASF decimated pig populations, causing pork prices to skyrocket from ₱180 to over ₱400 per kg in affected areas.

+120% pork price increase
2020-2021

COVID-19 Pandemic

Lockdowns disrupted supply chains, labor shortages affected harvests, and transportation restrictions caused vegetable prices to spike in urban areas.

Supply chain crisis
2022

Onion Crisis

A perfect storm of typhoons, import restrictions, and hoarding caused onion prices to reach an unprecedented ₱600+ per kg, making headlines worldwide.

₱600/kg peak price

Regional Price Disparities

Food prices vary significantly across Philippine regions due to transportation costs, local production, and market dynamics.

Region Avg Rice Price (2023) vs Metro Manila Price Level
Metro Manila (NCR) ₱52.00 Baseline
Region IV-A (CALABARZON) ₱50.50 -3%
Region VII (Central Visayas) ₱48.00 -8%
Region III (Central Luzon) ₱45.00 -13%
Region XII (SOCCSKSARGEN) ₱42.00 -19%
ARMM/BARMM ₱40.00 -23%
🏙️

Urban Premium

Metro Manila consistently has the highest food prices due to transportation costs and higher demand.

🌾

Rice Bowl Advantage

Central Luzon and Mindanao regions have lower prices as major rice-producing areas.

🚚

Island Logistics

Inter-island shipping adds 10-20% to food costs in Visayas and remote Mindanao areas.

Retail vs Wholesale Spread

Understanding the markup between wholesale and retail prices reveals market efficiency.

Price Markup by Commodity

Retail markup over wholesale prices (%)

Commodity Price Growth

Which foods increased the most? (2000-2023)

Seasonal Price Patterns

Food prices in the Philippines follow predictable seasonal cycles tied to harvest periods, typhoon seasons, and cultural events.

Monthly Rice Price Variation

Average price deviation from annual mean (%)

🌧️

Typhoon Season (Jun-Nov)

Prices peak during typhoon months when supply chains are disrupted and crops are damaged. August-October sees 8-15% higher vegetable prices.

🌾

Harvest Season (Oct-Jan)

Rice prices typically drop 5-8% during main harvest season as supply increases. This is the best time to buy staples.

🎄

Holiday Premium (Dec)

December sees 10-20% spikes in pork, chicken, and special ingredients due to Noche Buena demand.

☀️

Lean Months (Mar-May)

Pre-harvest months see rice prices climb as previous harvest stocks deplete. This period is called "tag-gutom" (hunger season) in rural areas.

Market Price Competition

Price differences between major markets reveal varying levels of competition and accessibility.

Rice Prices Across Major Markets

Average superior rice price (2023, PHP/kg)

Price Volatility by Market

Standard deviation of rice prices (higher = less stable)

Market Avg Rice Price Price Range Volatility Competition Level
Metro Manila ₱52.00 ₱48 - ₱58 High Many vendors, high demand
Cebu City ₱48.00 ₱44 - ₱52 Medium Regional hub, moderate competition
Davao City ₱43.00 ₱40 - ₱46 Low Near production areas
Iloilo City ₱46.00 ₱42 - ₱50 Medium Visayas trading center
Zamboanga City ₱44.00 ₱40 - ₱48 Medium Port city, mixed sources
Palayan (Nueva Ecija) ₱38.00 ₱35 - ₱42 Low Rice granary, farm-gate prices
₱14

Metro vs Farm-Gate Gap

Rice costs ₱14/kg more in Metro Manila than at farm-gate prices in Nueva Ecija — a 37% markup for transportation and middlemen.

🏪

Wet Market Advantage

Wet markets typically offer 10-15% lower prices than supermarkets, but with less consistency in quality and availability.

🚢

Island Premium

Markets in island provinces (Palawan, Sulu) pay 15-25% more due to shipping costs and limited local production.

Food Affordability Index

How many kilos of rice can a minimum wage worker afford? Tracking purchasing power over 24 years.

📉
-31%
Rice Purchasing Power Lost
Since 2000
💰
11.2 kg
Daily Wage Buys (2023)
Down from 16.3 kg in 2000
👨‍👩‍👧‍👦
42%
Income Spent on Food
Low-income families
52 min
Work for 1kg Rice
Up from 36 min in 2000

Rice Affordability Over Time

Kilograms of rice purchasable with one day's minimum wage (NCR)

Rice Purchasing Power
Food Poverty Line

📊 Minimum Wage vs Rice Price Comparison

Year NCR Min Wage (Daily) Rice Price (kg) Kg Affordable Change
2000 ₱223.50 ₱20.00 11.2 kg Baseline
2008 ₱362.00 ₱42.00 8.6 kg -23% (Food Crisis)
2015 ₱481.00 ₱42.00 11.5 kg +3% (Recovery)
2020 ₱537.00 ₱48.00 11.2 kg 0% (Stagnant)
2023 ₱610.00 ₱52.00 11.7 kg +4%
⚠️

Working Poor Reality

A family of 5 needs ~2.5kg rice daily. At minimum wage, this consumes 22% of daily income just for rice — before any other expenses.

📈

Wage-Price Race

Minimum wage increased 173% since 2000, but rice prices increased 160%. Wages barely kept pace with the staple food.

🌍

Global Comparison

Filipinos spend 42% of income on food vs 6% in the US. Food price increases hit harder in developing economies.

The Protein Crisis: Meat, Fish & Eggs

Protein sources have become increasingly unaffordable, with meat prices rising faster than wages. The African Swine Fever outbreak of 2019-2020 permanently altered the pork market.

🐷
+336%
Pork Price Increase
₱77 → ₱336/kg (2000-2023)
🐟
+280%
Fish Price Increase
Galunggong: ₱45 → ₱170/kg
🥚
+215%
Egg Price Increase
₱3.50 → ₱11/piece
🐔
+185%
Chicken Price Increase
₱85 → ₱240/kg

Protein Prices Over Time (2000-2023)

Average retail prices in Metro Manila (PHP/kg)

Pork
Fish
Chicken

Protein Affordability

Kg affordable per daily minimum wage

ASF Impact on Pork Supply

Price shock during 2019-2021

1.8 kg

Pork per Day's Wage

A minimum wage worker can only afford 1.8kg of pork with a full day's salary, down from 2.9kg in 2000.

🦠

ASF Devastation

African Swine Fever killed 3 million pigs in 2019-2020, causing a 120% price spike and permanent supply reduction.

🐟

Fish Becomes Luxury

"Galunggong" (round scad), once called "poor man's fish," now costs ₱170+/kg — unaffordable for many families.

Vegetable Price Volatility: The Onion Crisis & Beyond

Vegetables show the highest price volatility due to weather sensitivity, short shelf life, and supply chain inefficiencies. The 2022 onion crisis became an international headline.

🧅
₱600+
Peak Onion Price (2022)
From ₱80/kg baseline
🧄
+340%
Garlic Price Spike
Peaked at ₱400/kg
🍅
±120%
Tomato Volatility
₱30-150/kg range
🥬
+180%
Leafy Greens Increase
Since 2000

The Onion Crisis Timeline (2021-2023)

Monthly retail onion prices (PHP/kg)

Vegetable Price Index

Indexed to 2000 = 100

Most Volatile Vegetables

Price variance coefficient (%)

📰

International Headlines

The 2022 onion crisis made global news when Philippines onions became more expensive than imported ones from China, Netherlands, and USA.

🌧️

Weather Dependency

Typhoons during planting/harvest season can cause 50-100% price spikes within 2-3 weeks due to crop damage and supply disruption.

🚛

Middlemen Markup

Vegetables see 40-60% markup from farm to retail — the highest among all food categories due to perishability and fragmented supply chains.

Cooking Oil: Global Markets, Local Impact

Cooking oil prices are heavily influenced by global palm oil and soybean markets. The Ukraine war and Indonesian export bans caused unprecedented price spikes in 2022.

🛢️
+245%
Cooking Oil Increase
₱32 → ₱110/L (2000-2023)
📈
₱180
Peak Price (2022)
Ukraine war impact
🌴
85%
Palm Oil Dependency
Import reliant
🥥
+180%
Coconut Oil Rise
Local alternative

Cooking Oil Price Trends (2000-2023)

Average retail price (PHP/Liter)

🇺🇦

Ukraine War Impact

The 2022 Russian invasion disrupted sunflower oil supply, causing global cooking oil prices to spike 60% in just 3 months.

🇮🇩

Indonesia Export Ban

Indonesia's temporary palm oil export ban in April 2022 caused panic buying and price spikes in the Philippines.

🥥

Local Alternative

Coconut oil, locally produced, saw increased demand as an alternative, but its price also rose due to global coconut demand.

PHP vs USD: Exchange Rate Impact on Food Prices

The Philippine Peso's depreciation against the US Dollar has made imported food increasingly expensive. Understanding currency dynamics reveals hidden inflation pressures.

💱
+38%
PHP Depreciation
₱40 → ₱55/USD (2000-2023)
🌾
40%
Rice Import Share
Currency-sensitive
📊
0.78
Correlation
USD rate vs import prices
🛢️
100%
Oil Imports
Fully dollar-denominated

Rice Price: PHP vs USD Comparison

How much has rice really increased when measured in USD?

PHP Price
USD Price
+91%

Real USD Rice Increase

In USD terms, rice increased from $0.50 to $0.95/kg — a 91% rise vs 160% in PHP, showing currency depreciation added 69% to food inflation.

🌍

Import Vulnerability

The Philippines imports 40% of rice, 85% of cooking oil, and 100% of wheat — all priced in USD and subject to exchange rate fluctuations.

💵

OFW Buffer

Remittances from OFWs ($36B/year) help stabilize the peso, indirectly controlling food import costs for the economy.

The Filipino Food Basket: Complete Meal Costs

How much does it cost to feed a family of 5? Tracking the complete cost of essential Filipino meals over 24 years.

🍱
₱892
Daily Food Cost (2023)
Family of 5, 3 meals
📅
₱26,760
Monthly Food Budget
Basic nutritious diet
📈
+198%
Food Basket Increase
Since 2000
💰
44%
Min Wage for Food
NCR minimum wage

🛒 Typical Filipino Daily Food Basket (Family of 5)

Item Quantity 2000 Price 2023 Price Change
Rice (superior) 2 kg ₱40 ₱104 +160%
Pork 0.5 kg ₱39 ₱168 +331%
Fish (Galunggong) 0.5 kg ₱23 ₱85 +270%
Vegetables (mixed) 1 kg ₱35 ₱120 +243%
Eggs 6 pcs ₱21 ₱66 +214%
Cooking Oil 0.25 L ₱8 ₱28 +250%
Onions/Garlic 0.25 kg ₱15 ₱50 +233%
TOTAL DAILY - ₱181 ₱621 +243%

Food Basket Cost Over Time

Daily cost to feed a family of 5 (PHP)

Food Basket Composition

Share of daily food cost by category

Year-over-Year Food Inflation (2000-2023)

Which years hit Filipino families the hardest? A detailed breakdown of annual food price changes reveals the best and worst years for food affordability.

Annual Food Inflation Rate

Year-over-year change in food price index (%)

📅 Notable Years in Food Price History

Year Food Inflation Key Event Impact
2008 +14.8% Global Food Crisis Rice panic buying, government rationing
2011 +8.2% Commodity Super-cycle Global food prices at record highs
2015 +1.8% El Niño + Low Oil Drought offset by cheap fuel
2018 +9.1% Rice Tariffication TRAIN law + import policy changes
2020 +10.5% COVID-19 + ASF Supply chain collapse, pork shortage
2022 +12.3% Ukraine War + Onion Crisis Oil, wheat, fertilizer spikes
2023 +6.8% Stabilization Post-crisis normalization
2008

Worst Year: Global Food Crisis

14.8% food inflation — the highest in 24 years. Rice prices doubled in 6 months, triggering panic buying and government intervention.

2015

Best Year: Stable Prices

Only 1.8% food inflation — low global oil prices kept transportation costs down despite El Niño drought conditions.

📊

Average Annual Inflation

6.9% average annual food inflation over 24 years — consistently higher than the BSP target of 2-4% general inflation.

Methodology & Data Quality

Transparency in data analysis: how this study was conducted and the limitations of the findings.

📊 Dataset Overview

Source: World Food Programme (WFP) Price Database

Records: 121,514 price observations

Period: January 2000 - November 2023

Coverage: 17 regions, 40+ commodities

Price Types: Retail and Wholesale

Currency: PHP with USD conversion

⚠️ Limitations

Sampling: Prices from major markets only; rural areas underrepresented

Quality variance: "Superior" vs "Regular" rice definitions may vary by region

Gaps: Some commodities have incomplete time series

Informal markets: "Sari-sari" store prices not captured

Seasonality: Some seasonal products have limited data points

🔬

Analysis Methods

Time series analysis, seasonal decomposition, regional comparison, and correlation analysis using Python/Pandas and Chart.js visualization.

📈

Inflation Calculation

Year-over-year percentage change using monthly average prices. Food basket costs calculated using typical Filipino household consumption patterns.

🗺️

Regional Analysis

Regional comparisons use same-period data with Metro Manila as baseline. Transportation cost estimates based on distance from production areas.

📋 Key Findings Summary

1

Consistent food inflation: Food prices increased an average of 6.9% annually over 24 years, consistently outpacing general inflation.

2

Protein becoming unaffordable: Pork (+336%), fish (+280%), and chicken (+185%) prices have increased faster than wages. A minimum wage worker can now only afford 1.8kg of pork per day's salary, down from 2.9kg in 2000.

3

Vegetable volatility highest: Onions showed 85% price variance, with the 2022 crisis reaching ₱600/kg. Vegetables have the highest retail markup (40-60%) due to perishability and fragmented supply chains.

4

Currency amplifies inflation: The PHP depreciated 38% against USD (₱40→₱55). In USD terms, rice increased 91% vs 160% in PHP — currency weakness added 69 percentage points to food inflation.

5

Regional disparities persist: Metro Manila pays 15-25% more for food. Farm-gate to retail markup is ₱14/kg for rice alone — a 37% premium for transportation and middlemen.

6

Crisis vulnerability exposed: 2008 (+14.8%), 2020 (+10.5%), and 2022 (+12.3%) saw double-digit food inflation. Global events and local disasters cause immediate, severe impacts on food security.

7

Food basket tripled: The cost to feed a family of 5 increased from ₱181/day in 2000 to ₱621/day in 2023 (+243%). Low-income families now spend 44% of minimum wage just on food.

8

Seasonal patterns predictable: Prices peak Aug-Sep (typhoon season, +8%) and Dec (holiday demand). Best buying months are Oct-Nov (harvest season, -4%).

Allan Niñal
Analysis By

Allan Niñal

Data & AI Engineer

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