The state of PH data: sustainable development goals

Look into data science projects highlighting the progress and challenges of sustainable development in the Philippines.

View Projects Learn More
		
                                 O                           
                            O00                               
                           00OOOOOZmZZ                        
                          0OOOZZZZZmm                         
                         ZOOZZZZmmmmm                         
                          ZZZmmmmmwww                         
                          Zmmmmmwwwwwp                        
                         mmmmwwwwwpppp                        
                         mwwwwwwpppdd                         
                      mm wwwwppppddd                          
                      mwwwppppddd                             
                       pppppddddd                             
                       ppdddddbb                              
                        ddddbbbbk k                           
                         db hkkkk                             
                           bkkkhhh    aa                      
                           khhhhhha oaaaoo*    ##             
                        k    hha   oao ooo**** *##            
                         hhhhaa   ao  oo  ***#                
                           aaaaaa        * ###M               
                            aooo#             MM              
                             ooo   *  *   MMW    WWWWWB       
                       ao*                WMWWW  WWBBBBB      
                       o           #         WWB   $BBB$      
                                    MMWMWM       BB $$$$      
                    *o              WWWWWW       $$$$$$$      
                    *              WWWWW WBB$ BB $@$$@        
                   M** M           WWBBB BBBB$$@   @@@        
                 #***                   BB$ @$@    @@@@ @     
                **#                    $$$$@$  @@@@     @     
              ##*                     $$$$$@@ @@@@     @@     
            ####                       $@@@            @@@@   
         W*##                            @@        @  @@@@@@@ 
        ###W                                @      @@@@@@@@@@ 
       *M                                @@@@@   @@@@@@@@@@@@ 
      #                              @@@@@@@@@@@@@@@@@@@@@@@@@
                                    @@@@@@@@@@@@@@@@@@@@@@@@@@
                                    @@  @ @@   @@@@@@@@@@@@@@@
                                   @@          @@@@@@@@@@@@@@@
                                   @          @@@@@@@@@@  @@  
                                  @@@          @@@@@@@@@   @  
                                                @@@@@@@@@     
                             @@@                   @@@@@@     
                                                      @@      
                       @@
PilipiNuts Logo
PilipiNuts: Pilipinas in a Nutshell

As the culminating project of CS 132 (Introduction to Data Science) in UP Diliman under the advisory of Assistant Professor Paul Regonia, PilipiNuts 2023 is a symposium of data science projects that tackle emerging socioeconomic problems in the Philippines.

Featured projects

Household Finances and Expenditures: Understanding the Key Factors

Household Finances and Expenditures: Understanding the Key Factors

SDG 1 icon SDG 1 icon

SDG #1

Rice Price Fluctuations Amidst Market and Economic Conditions (2010-2023)

Rice Price Fluctuations Amidst Market and Economic Conditions (2010-2023)

SDG 2 icon SDG 2 icon

SDG #2

Rice & Corn Production in the Philippines (1987-2023)

Rice & Corn Production in the Philippines (1987-2023)

SDG 2 icon SDG 2 icon

SDG #2

Rice Supply & Prices: Insights for Philippine Food Security

Rice Supply & Prices: Insights for Philippine Food Security

SDG 2 icon SDG 2 icon

SDG #2

2022 State of STI Perception in the Philippines

2022 State of STI Perception in the Philippines

SDG 3 icon SDG 3 icon

SDG #3

Significance of Education from School to Filipinos' Lives (2019)

Significance of Education from School to Filipinos' Lives (2019)

SDG 4 icon SDG 4 icon

SDG #4

Education Access Percentage Across Philippine Regions (2019)

Education Access Percentage Across Philippine Regions (2019)

SDG 4 icon SDG 4 icon

SDG #4

Closing the Gap: An In-Depth Look at Gender Inequality in the Philippine Labor Force

Closing the Gap: An In-Depth Look at Gender Inequality in the Philippine Labor Force

SDG 5 icon SDG 5 icon

SDG #5

Women in the Workforce

Women in the Workforce

SDG 5 icon SDG 5 icon

SDG #5

Where Did Filipinos Source Their Water in 2020?

Where Did Filipinos Source Their Water in 2020?

SDG 6 icon SDG 6 icon

SDG #6

Scheduled Power Outages by Luzon Electricity Cooperatives, 2022-2023

Scheduled Power Outages by Luzon Electricity Cooperatives, 2022-2023

SDG 7 icon SDG 7 icon

SDG #7

Comparing Cost of Living and Wages Across the Philippines

Comparing Cost of Living and Wages Across the Philippines

SDG 8 icon SDG 8 icon

SDG #8

Rising Rice Prices: Analyzing Price Movements of Agricultural Commodities

Rising Rice Prices: Analyzing Price Movements of Agricultural Commodities

SDG 8 icon SDG 8 icon

SDG #8

Effect of SHS and COVID-19 on the Philippine Unemployment Rate

Effect of SHS and COVID-19 on the Philippine Unemployment Rate

SDG 8 icon SDG 8 icon

SDG #8

Spaghetti Pataas: Inflation Rates of Certain Commodities in the Philippines

Spaghetti Pataas: Inflation Rates of Certain Commodities in the Philippines

SDG 8 icon SDG 8 icon

SDG #8

Minimal changes in Spam SMS after Sim Registration Act

Minimal changes in Spam SMS after Sim Registration Act

SDG 9 icon SDG 9 icon

SDG #9

Widening Gap: Income Disparity between Urban and Rural Areas

Widening Gap: Income Disparity between Urban and Rural Areas

SDG 10 icon SDG 10 icon

SDG #10

Bagyo Ka Lang, Pinoy Kami: Internal Displacement in the Philippines

Bagyo Ka Lang, Pinoy Kami: Internal Displacement in the Philippines

SDG 11 icon SDG 11 icon

SDG #11

PulotPinas: Hazardous Waste in NCR in 2022

PulotPinas: Hazardous Waste in NCR in 2022

SDG 11 icon SDG 11 icon

SDG #11

From Crowds to Clouds

From Crowds to Clouds

SDG 13 icon SDG 13 icon

SDG #13

Philippines GDP Rises Slowly with CO2 Emissions

Philippines GDP Rises Slowly with CO2 Emissions

SDG 13 icon SDG 13 icon

SDG #13

Flow of Progress: Water Quality Enhancements in Major Philippine Rivers (2019-2021)

Flow of Progress: Water Quality Enhancements in Major Philippine Rivers (2019-2021)

SDG 14 icon SDG 14 icon

SDG #14

Mother Nature's Big Footprint

Mother Nature's Big Footprint

SDG 15 icon SDG 15 icon

SDG #15

Who are the Filipinos dying from?

Who are the Filipinos dying from?

SDG 16 icon SDG 16 icon

SDG #16

As Population Booms, Poverty Looms: Regional Population and Poverty (2020)

As Population Booms, Poverty Looms: Regional Population and Poverty (2020)

SDG 1 icon SDG 1 icon

SDG #1

Is Local Food Production Satiating Hunger in the Country?

Is Local Food Production Satiating Hunger in the Country?

SDG 2 icon SDG 2 icon

SDG #2

Prices of Common Household Food Items in the Philippines (2020-2024)

Prices of Common Household Food Items in the Philippines (2020-2024)

SDG 2 icon SDG 2 icon

SDG #2

Poverty Incidence vs. Birth Rate in the Philippines

Poverty Incidence vs. Birth Rate in the Philippines

SDG 3 icon SDG 3 icon

SDG #3

Average Student-Teacher Ratio in the Philippines vs. Other Continents

Average Student-Teacher Ratio in the Philippines vs. Other Continents

SDG 4 icon SDG 4 icon

SDG #4

Uncovering the Shadows of Gender-Based Violence Among Filipino Redditors

Uncovering the Shadows of Gender-Based Violence Among Filipino Redditors

SDG 5 icon SDG 5 icon

SDG #5

Philippines: Linking Clean Water Shortage to Cholera Cases

Philippines: Linking Clean Water Shortage to Cholera Cases

SDG 6 icon SDG 6 icon

SDG #6

Soaring electricity prices amidst slower minimum wage growth

Soaring electricity prices amidst slower minimum wage growth

SDG 7 icon SDG 7 icon

SDG #7

IO-n na nga: Correlation Spotted Between Agriculture and Other Industries

IO-n na nga: Correlation Spotted Between Agriculture and Other Industries

SDG 8 icon SDG 8 icon

SDG #8

Through the Reddit Lens of Filipino Workers

Through the Reddit Lens of Filipino Workers

SDG 8 icon SDG 8 icon

SDG #8

Fueled Up: CPI of Transportation Rises Amidst Fluctuating Fuel Prices

Fueled Up: CPI of Transportation Rises Amidst Fluctuating Fuel Prices

SDG 8 icon SDG 8 icon

SDG #8

Public Concern: Improvement for PUV Modernization

Public Concern: Improvement for PUV Modernization

SDG 9 icon SDG 9 icon

SDG #9

Unexpected Resilience: Philippine Poverty Levels During COVID-19

Unexpected Resilience: Philippine Poverty Levels During COVID-19

SDG 10 icon SDG 10 icon

SDG #10

Real(i)ty Check: The Reality of Realty

Real(i)ty Check: The Reality of Realty

SDG 11 icon SDG 11 icon

SDG #11

Bantay Bangga: A Look at Road Safety Over the Years

Bantay Bangga: A Look at Road Safety Over the Years

SDG 11 icon SDG 11 icon

SDG #11

Weather or Not: The Correlation of Baguio's Temperature and Tourism Flow

Weather or Not: The Correlation of Baguio's Temperature and Tourism Flow

SDG 13 icon SDG 13 icon

SDG #13

Hotter Harvests: Curious Case of Crops and Temperatures

Hotter Harvests: Curious Case of Crops and Temperatures

SDG 13 icon SDG 13 icon

SDG #13

Decoding Discontent: CPI's Role in Political Unrest Dynamics

Decoding Discontent: CPI's Role in Political Unrest Dynamics

SDG 16 icon SDG 16 icon

SDG #16

42 projects. 15 SDGs. 1 Country.

These projects were modeled and conceptualized from the United Nations' Sustainable Development Goals (SDGs), which are considered to form the global blueprint towards long-term welfare and prosperity. These SDGs contain the necessary objectives to achieve a social equality and sustainable development.

Wheel Wheel

Through the lens of data science, the projects of Pilipinuts 2023 explore contemporary issues such as climate change, gender inequality, and poverty. They examine the progress made and challenges to overcome in achieving sustainable development within the Philippine context.

When done right, data science not only offers us insights
but also empowers us to take action for social good.
		
       @@@%@@@%%@@          @@@@           
     @@@%       -@@@@  @@@@@@#%@@@@@@      
   @@@              @@@@           -@@@    
 @@@                @*                @@@  
 @@               @@                   @@@ 
@@              %@      @@@             @@ 
@@            -@      @@   @@           -@@
@@           @@     %@       @@          @@
@@:           :%@@@=           @*        @@
 @@                      #@      @      @@@
 @@%      :@@              @*      @   .@@ 
  @@@   =@   +@      @@      @-     -@@@@  
    @@@@     :@@       @@     .@     @@@   
     @@     @@   @@      @%     #@  %@@    
     @@@  #@     *@#       @=    *@@@@     
       @@@@     @@   @      -@   @@        
         @@@  @@     @@       @@@@         
           @@@@     @@. #@-  @@@           
             @@-  +@     @@@@@             
              @@@@@     @@@                
                 @@   @@@                  
                  @@@@@@
	
		
       @@@%@@@%%@@          @@@@           
     @@@%       -@@@@  @@@@@@#%@@@@@@      
   @@@              @@@@           -@@@    
 @@@                @*                @@@  
 @@               @@                   @@@ 
@@              %@      @@@             @@ 
@@            -@      @@   @@           -@@
@@           @@     %@       @@          @@
@@:           :%@@@=           @*        @@
 @@                      #@      @      @@@
 @@%      :@@              @*      @   .@@ 
  @@@   =@   +@      @@      @-     -@@@@  
    @@@@     :@@       @@     .@     @@@   
     @@     @@   @@      @%     #@  %@@    
     @@@  #@     *@#       @=    *@@@@     
       @@@@     @@   @      -@   @@        
         @@@  @@     @@       @@@@         
           @@@@     @@. #@-  @@@           
             @@-  +@     @@@@@             
              @@@@@     @@@                
                 @@   @@@                  
                  @@@@@@

View all projects by SDG

No Poverty

End poverty in all its forms everywhere.

Zero Hunger

End hunger, achieve food security and improved nutrition, and promote sustainable agriculture.

Good Health and Well-being

Ensure healthy lives and promote well-being for all at all ages.

Quality Education

Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all.

Gender Equality

Achieve gender equality and empower all women and girls.

Clean Water and Sanitation

Ensure availability and sustainable management of water and sanitation for all.

Affordable and Clean Energy

Ensure access to affordable, reliable, sustainable, and modern energy for all.

Decent Work and Economic Growth

Promote sustained, inclusive, and sustainable economic growth, full and productive employment, and decent work for all.

Industry, Innovation, and Infrastructure

Build resilient infrastructure, promote inclusive and sustainable industrialization, and foster innovation.

Reduced Inequality

Reduce inequality within and among countries.

Sustainable Cities and Communities

Make cities and human settlements inclusive, safe, resilient, and sustainable.

Climate Action

Take urgent action to combat climate change and its impacts.

Life Below Water

Conserve and sustainably use the oceans, seas, and marine resources for sustainable development.

Life on Land

Protect, restore, and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, halt and reverse land degradation, and halt biodiversity loss.

Peace, Justice, and Strong Institutions

Promote peaceful and inclusive societies for sustainable development, provide access to justice for all, and build effective, accountable, and inclusive institutions at all levels.

Got questions?

Send it here!