Country Profile

52
ODIN SCORE
Paraguay
86th GLOBAL RANK
OUT OF 195
50 COVERAGE SCORE
OUT OF 100
55 OPENNESS SCORE
OUT OF 100

Summary of Results

The Open Data Inventory (ODIN) measures how complete a country’s statistical offerings are and whether their data meet international standards of openness. Paraguay ranks 86th in the Open Data Inventory 2022 with an overall score of 52. The overall score is a combination of a data coverage subscore of 50 and a data openness subscore of 54.

The following tables show the coverage and openness scores for each data category. For more detailed information, view the Coverage and Openness tabs.

Rankings

Coverage Openness Overall
Global
OUT OF 195
85th 91st 86th
South America
OUT OF 12
9th 7th 8th

Category Scores

Data Category Coverage Openness    Overall   
Population & vital statistics 90 60 75
Education facilities 40 60 50
Education outcomes 40 70 55
Health facilities 70 40 55
Health outcomes 30 50 40
Reproductive health 50 60 55
Food security & nutrition 50 90 72
Gender statistics 50 80 65
Crime & justice 40 70 55
Poverty & income 60 60 60
Social Statistics subscore 52 64 58
National accounts 38 50 44
Labor 40 60 50
Price indexes 75 50 61
Government finance 75 50 61
Money & banking 50 50 50
International trade 50 50 50
Balance of payments 100 50 69
Economic Statistics subscore 60 51 55
Agriculture and land use 40 60 50
Resource use 0 0 0
Energy 50 60 56
Pollution 50 70 61
Built environment 50 50 50
Environment subscore 38 48 43
All Categories 50 55 52
Last updated: August 9, 2023

Coverage

The Open Data Inventory (ODIN) assesses coverage based on five coverage elements described below. Each category receives a coverage score based on the amount of data available in that category. Average scores across all categories are shown in the chart below.

In general, coverage scores are based on the availability of indicator availabilities published, how many observations are available over the last 10 years, and if national and subnational data exist.

Indicators Not Published

Indicators are considered not published when no qualifying and disaggregated data are found. Not all indicators are required for full credit in every category.

17%
Number of Categories That Score 0

Categories that score 0 do not publish the minimum amount of data to receive a score. For most categories, the minimum amount of data is one indicator. There are 22 categories.

1
ODIN-Gender Data Index (OGDI) Score

OGDI is a sub-index of ODIN, which measures the availability and openness of 35 indicators that should be sex-disaggregated or apply only to women and girls. Click the score to learn more.

58

Coverage Element Scores, 2022

Click to see a description of each coverage element. Scoring criteria for each can be found in the Methodology Guide on the page that corresponds to the coverage element. Element scores are given for each category. The chart above shows average scores across all categories.

Indicator availability
This coverage element measures how many indicators and disaggregations are published within a category. In each category, all other coverage elements cannot score higher than this element so that coverage scores are not inflated by only a few datasets.
Data Available the Last 5 Years
This coverage element measures how many of the last 5 years of data are available for indicators within each category.
Data Available the Last 10 Years
This coverage element measures how many of the last 10 years of data are available for indicators within each category.
First Administrative Level
This coverage element measures whether data are available at the first administrative level within each category. First administrative levels are defined by the ISO 3166-2 standard and adjusted for country practices. Not all categories or indicators are required to be published data at this level.
Second Administrative Level
This coverage element measures whether data are available at the second administrative level within each category. Second administrative levels are not defined and any further division of first administrative levels are accepted. Not all categories or indicators are required to be published at this level.

Openness

The Open Data Inventory (ODIN) assesses openness based on five coverage elements described below. Each category receives a coverage score based on the amount of data available in that category. Average scores across all categories are shown in the chart below.

In general, openness scores are based on the format and licensing of the datasets, the comprehensiveness of metadata, and what download options exist.

Data License/Terms of Use

The licensing or terms of use that govern the use and reuse of data assessed in ODIN are classified as Open, Some Restrictions, Not Open or Not Available (if no license is found). Below is licensing information for data from the national statistics office on their website and data portal used most in their assessment, if applicable.

NSO Website

Dirección General de Estadìstica, Encuestas y Censos

Open

Openness Element Scores, 2022

Click to see description of each openness element. Scoring criteria for each can be found in the Methodology Guide on the page that corresponds to the openness element. Element scores are given for each category. The chart above shows average scores across all categories.

Machine Readability
This openness element measures whether data are made available in machine readable formats. Machine readable file formats allow users to easily process data using a computer. Common machine readable formats include XLS, XLSX, CSV, and JSON files.
Nonproprietary Format
This openness element measures whether data are made available in nonproprietary formats. Nonproprietary file formats are important because they allow users to access data without requiring the use of a costly, proprietary software that may prevent some users from accessing the data. Common nonproprietary formats include PDF, HTML, XLSX, DOCX, CSV, and JSON files.
Metadata Availability
This openness element measures whether metadata are available for the published indicators. Metadata must be located in or near the data file or on a designated metadata section of the website. ODIN looks for three aspects of metadata: (1) definition of indicator; (2) date of upload; and (3) Source agency.
Download Options
This openness element measures whether download options are available. ODIN looks for three download options: (1) bulk download (at the indicator level), (2) API, and (3) user-select download (custom downloads). Options 2 and 3 are interchangeable for scoring purposes.
Data license/Terms of use
This openness element measures whether data are made available under an open license. Open licenses must allow the use, reuse, and sharing or adaption of data for commercial and noncommercial use without any obligation other than attribution, per the Open Definition. Licenses prohibiting commercial use or having two or more additional stipulations are classified as “Not Open”. Licenses with no more than one additional stipulation are classified as “Some Restrictions.” Licenses that do not explicitly state all allowed uses under the Open Definition and do not include restrictive language are also classified as “Some Restrictions.”

ODIN Indicators

The Open Data Inventory (ODIN) 2022/23 assesses data for 65 representative indicators in 22 data categories. The ODIN indicators are not meant to be a comprehensive list of all indicators produced by a country, but rather an indicative sample of the fundamental types of data produced by countries.

The table below shows a list of all ODIN indicators, whether qualifying data were found, and information about the coverage and openness criteria for each dataset. To qualify, a dataset must be published on the NSO website or an official government website linked from the NSO website. It must show national level data, have one of the required categorical disaggregations (if applicable), and present data from the last 10 years.

Not all indicators are required for full credit. More information about this can be found in our Methodology Guide.

ODIN 2022 Indicator List
(1.1) Population data Data available
Population & vital statistics

Dataset Coverage Dataset Openness
Population & vital statistics Disaggregation - Sex, 5-Year Age Groups
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021
Levels - Admin 1, National Level
Metadata - Complete (Source, Date, Definition)
Format - PDF (np); XLSX (r, np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
General Directorate of the Registry of Civil Status Estadistica por tema > Poblacion > C1. Paraguay. Población total, estimada y proyectada, por sexo y grupos de edad, 2000-2025
General Directorate of the Registry of Civil Status Estadistica por tema > Poblacion > C4
General Directorate of the Registry of Civil Status Estadistica por tema > Poblacion > C1
(1.2) Birth rate Data available
Population & vital statistics

Dataset Coverage Dataset Openness
Population & vital statistics Disaggregation - Sex, Marital Status
Years - 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020
Levels - Admin 1, National Level,
Metadata - Incomplete (Source, Definition)
Format - PDF (np); XLSX (r, np)
Download Options - No download options,
Terms of Use - Not Available
Terms of Use URL - 
Source Navigation
Estadísticas Vitales 2018 https://www.ine.gov.py/publication-single.php?codec=MTM5 > TRÍPTICO ESTADÍSTICAS VITALES DEL PARAGUAY 2018
Estadísticas Vitales 2017 Estadística Vitales 2017 > Nacidos vivos inscriptos por filiación, según área y departamento de residencia de la madre, año 2017
Estadísticas Vitales 2016 Estadística Vitales 2016 > Nacidos vivos inscriptos por filiación, según área y departamento de residencia de la madre, año 2016
Estadísticas Vitales 2015 Estadística Vitales 2015 > Nacidos vivos inscriptos por lugar de nacimiento y sexo, según departamento y distrito de residencia de la madre, año 2018
Estadísticas Vitales 2017 Estadística Vitales 2017 > Nacidos vivos inscriptos por lugar de nacimiento y sexo, según departamento y distrito de residencia de la madre, año 2017
Estadísticas Vitales 2016 Estadística Vitales 2016 > Nacidos vivos inscriptos por lugar de nacimiento y sexo, según departamento y distrito de residencia de la madre, año 2016
Estadísticas Vitales 2013 Estadística Vitales 2013 > Nacidos vivos inscriptos por lugar de nacimiento y sexo, según departamento y distrito de residencia de la madre, año 2013
Estadísticas Vitales 2020 https://www.ine.gov.py/Publicaciones/estadisticas-vitales-2020.php > A5 Nacidos vivos inscriptos por lugar de nacimiento y sexo, según departamento y distrito de residencia de la madre, año 2020.
(1.3) Death rate Data available
Population & vital statistics

Dataset Coverage Dataset Openness
Population & vital statistics Disaggregation - Sex
Years - 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020
Levels - Admin 1, Admin 2, National Level,
Metadata - Incomplete (Source, Definition)
Format - PDF (np); XLSX (r, np)
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Estadísticas Vitales 2018 Estadística Vitales 2018 > Publicaciones > TRÍPTICO ESTADÍSTICAS VITALES DEL PARAGUAY 2018
Estadísticas Vitales 2017 Estadística Vitales 2017 > Defunciones por sexo, según departamento y distrito de residencia, año 2017.
Estadísticas Vitales 2016 Estadística Vitales 2016 > Defunciones por sexo, según departamento y distrito de residencia, año 2016.
Estadísticas Vitales 2020 https://www.ine.gov.py/Publicaciones/estadisticas-vitales-2020.php > Defunciones por sexo, según departamento y distrito de residencia, año 2020
Estadísticas Vitales 2019 https://www.ine.gov.py/Publicaciones/estadisticas-vitales-2019.php > Defunciones por sexo, según departamento y distrito de residencia, año 2019
Estadísticas Vitales 2015 https://www.ine.gov.py/Publicaciones/estadisticas-vitales-2019.php > Defunciones por sexo, según departamento y distrito de residencia, año 2015
Estadísticas Vitales 2013 https://www.ine.gov.py/Publicaciones/estadisticas-vitales-2019.php > Defunciones por sexo, según departamento y distrito de residencia, año 2013
(2.1) Number of schools or classrooms Data available
Education facilities

Dataset Coverage Dataset Openness
Education facilities Disaggregation - School Stage, School Type
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018
Levels - Admin 1, National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario EstadÍ­stico 2017 p 73, table 3.1.1, p. 78, table 3.2.1, p113 table 3.3.1 p 132 table 3.3.9
Anuario EstadÍ­stico 2015 p 73, table 3.1.1, p. 77, table 3.2.1, p100 table 3.3.1
Anuario EstadÍ­stico 2018 p 73, table 3.1.1, p. 78, table 3.2.1, p113 table 3.3.1 p 132 table 3.3.9
Anuario EstadÍ­stico 2019 p 73, table 3.1.1, p. 77, table 3.2.1, p99 table 3.3.1 p 113 table 3.3.9
(2.2) Number of teaching staff Data available
Education facilities

Dataset Coverage Dataset Openness
Education facilities Disaggregation - School Stage, School Type
Years - 2012,
Levels - Admin 1, National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - Bulk Download
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario Estadistico 2013 Anuario Estadistico 2013 > CUADRO 3.2.2 p. 82
(2.3) Education expenditures Data available
Education facilities

Dataset Coverage Dataset Openness
Education facilities Disaggregation - School Stage
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020
Levels - National Level
Metadata - Incomplete (Source, Definition)
Format - PDF (np); HTML (np); PNG (np); PPT (r)
Download Options - No download options
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Ministerio de Hacienda NSO site > Sitios Vinculados > Mapa Escolar > Indicadores Educativos > Recursos tab
(3.1) Enrollment rate Data available
Education outcomes

Dataset Coverage Dataset Openness
Education outcomes Disaggregation - Sex, Age, School Stage, School Type
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018
Levels - Admin 1, National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario EstadÍ­stico 2017 Estadistica por tema > Ambiente y otras estadisticas > Anuario > Publicaciones > Anuario EstadÍ­stico 2017 > CUADRO 3.2.2. p. 80-81; CUADRO 3.2.6 p. 88-89; CUADRO 3.3.14 p. 124-125; CUADRO 3.6.1 p. 138-139
Anuario EstadÍ­stico 2019 CUADRO 3.2.2 p. 84; CUADRO 3.2.6 p. 99; CUADRO 3.3.14, p. 150; CUADRO 3.3.12, p. 139, CUADRO 3.3.13, p. 145
Anuario EstadÍ­stico 2015 CUADRO 3.2.2 p. 80; CUADRO 3.2.6 p. 88; pg 102-112
Anuario EstadÍ­stico 2018 CUADRO 3.2.2 p. 80; CUADRO 3.2.6 p. 88; pg 101-124
(3.2) Completion or graduation rate Data Not Available
Education outcomes
(3.3) Competency exam results Data available
Education outcomes

Dataset Coverage Dataset Openness
Education outcomes Disaggregation - Sex, School Stage
Years - 2015, 2018
Levels - Admin 1, National Level
Metadata - Complete (Source, Date, Definition)
Format - HTML (np); XLSX (r, np)
Download Options - Bulk Download
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
SDG Indicator Portal https://ods.ine.gov.py/objetivo.php > Objective 4 > Indicador 4.1.1cii CO6 Proporción de jóvenes (c) al final de la secundaria inferior que logran al menos un nivel mínimo de competencia en (ii) matemática, por sexo
(4.1) Number of health facilities Data available
Health facilities

Dataset Coverage Dataset Openness
Health facilities Disaggregation - Facility Type
Years - 2011/2012, 2012/2013, 2014/2015, 2015/2016, 2016/2017, 2017/2018, 2018/2019
Levels - Admin 1, National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario EstadÍ­stico 2017 CUADRO 4.1.6., p.175
Anuario EstadÍ­stico 2016 CUADRO 4.1.6., p. 149
Anuario EstadÍ­stico 2014 CUADRO 4.1.6, p. 178
Anuario EstadÍ­stico 2012 CUADRO 4.1.6, p. 171
Anuario EstadÍ­stico 2018 CUADRO 4.1.6, p. 162
Anuario EstadÍ­stico 2019 p. 191, cuadro 4.1.6
(4.2) Number of beds or data on health care staff Data available
Health facilities

Dataset Coverage Dataset Openness
Health facilities Disaggregation - Department Type
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario EstadÍ­stico 2017 CUADRO 4.1.8.
Anuario EstadÍ­stico 2016 CUADRO 4.1.8.
Anuario EstadÍ­stico 2014 CUADRO 4.1.8
Anuario Estadístico 2013 CUADRO 4.1.8
Anuario Estadístico 2015 CUADRO 4.1.8. p. 145
Anuario Estadístico 2018 CUADRO 4.1.8.
Anuario Estadístico 2019 CUADRO 4.1.8. p. 192
(4.3) Health expenditures Data available
Health facilities

Dataset Coverage Dataset Openness
Health facilities Disaggregation - Expenditure Categories
Years - 2015, 2017, 2018, 2019, 2020, 2021
Levels - National Level
Metadata - Incomplete (Source, Date)
Format - PDF (np)
Download Options - No download options
Terms of Use - Not Available
Terms of Use URL - 
Source Navigation
Ministerio de Salud Publica y Bienestar Social NSO site > Sitios Vinculados > MSPBS > Inicio> Ley 5189 - D - Ejecucion Presupuestaria> scroll down to the year > 2021 PRESUPUESTO DE GASTOS
Ministerio de Salud Publica y Bienestar Social NSO site > Sitios Vinculados > MSPBS > Inicio> Ley 5189 - D - Ejecucion Presupuestaria> scroll down to the year > 2019 PRESUPUESTO DE GASTOS
Ministerio de Salud Publica y Bienestar Social NSO site > Sitios Vinculados > MSPBS > Inicio> Ley 5189 - D - Ejecucion Presupuestaria> scroll down to the year > 2018 PRESUPUESTO DE GASTOS
(5.1) Immunization rate Data available
Health outcomes

Dataset Coverage Dataset Openness
Health outcomes Disaggregation - Age
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario Estadistico 2017 CUADRO 4.1.4.
Anuario Estadistico 2016 CUADRO 4.1.4.
Anuario Estadistico 2014 CUADRO 4.1.4
Anuario Estadistico 2018 CUADRO 4.1.4
Anuario Estadistico 2019 CUADRO 4.1.4.
(5.2) Diseases prevalence Data available
Health outcomes

Dataset Coverage Dataset Openness
Health outcomes Disaggregation - Age, Disease Type
Years - 2016, 2017, 2019
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario Estadístico 2017 CUADRO 4.1.2.
Anuario Estadístico 2016 CUADRO 4.1.2.
Anuario Estadístico 2019 CUADRO 4.1.2
Anuario Estadístico 2018 CUADRO 4.1.2
(6.1) Maternal mortality rate Data available (1 of 2 datasets)
Reproductive health

Dataset Coverage Dataset Openness
Reproductive health Disaggregation - None
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Not Available
Terms of Use URL - 
Source Navigation
Anuario Estadístico 2017 CUADRO 4.1.7.
Anuario Estadístico 2014 CUADRO 4.1.7
Anuario Estadístico 2019 CUADRO 4.1.7, p. 191
(6.1) Maternal mortality rate Data available (2 of 2 datasets)
Reproductive health

Dataset Coverage Dataset Openness
Reproductive health Disaggregation - None
Years - 2015, 2016, 2017, 2018, 2019
Levels - Admin 1, National Level
Metadata - Complete (Source, Date, Definition)
Format - HTML (np); XLSX (r, np)
Download Options - No download options
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
SDG Indicator Portal https://ods.ine.gov.py/objetivo.php
(6.2) Infant mortality rate or neonatal mortality rate Data available
Reproductive health

Dataset Coverage Dataset Openness
Reproductive health Disaggregation - Sex
Years - 2015, 2016, 2017, 2018, 2019
Levels - National Level
Metadata - Complete (Source, Date, Definition)
Format - XLSX (r, np); HTML (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
SDG Indicator Portal https://ods.ine.gov.py/objetivo.php
(6.3) Under-5 mortality rate Data available
Reproductive health

Dataset Coverage Dataset Openness
Reproductive health Disaggregation - Sex
Years - 2015, 2016, 2017, 2018, 2019
Levels - National Level
Metadata - Complete (Source, Date, Definition)
Format - XLSX (r, np); HTML (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
SDG Indicator Portal https://ods.ine.gov.py/objetivo.php
(6.4) Fertility rate Data available
Reproductive health

Dataset Coverage Dataset Openness
Reproductive health Disaggregation - None
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021
Levels - National Level,
Metadata - Incomplete (Source)
Format - XLSX (r, np);
Download Options - Bulk Download,
Terms of Use - Not Available
Terms of Use URL - 
Source Navigation
INE Estadistica por tema > Poblacion > C4. Paraguay. Indicadores demográficos estimados y proyectados, 2001-2024
(6.5) Contraceptive prevalence rate Data available
Reproductive health

Dataset Coverage Dataset Openness
Reproductive health Disaggregation - None
Years - 2016
Levels - National Level
Metadata - Complete (Source, Date, Definition)
Format - HTML (np); XLSX (r, np)
Download Options - Bulk Download
Terms of Use - Not Available
Terms of Use URL - 
Source Navigation
MICS 2016 https://ods.ine.gov.py/objetivo.php > tema 3 > 3.7.1
(6.6) Adolescent birth rate Data available
Reproductive health

Dataset Coverage Dataset Openness
Reproductive health Disaggregation - None
Years - 2015, 2016, 2017, 2018, 2019, 2020, 2021
Levels - National Level,
Metadata - Complete (Source, Date, Definition)
Format - XLSX (r, np); HTML (np);
Download Options - Bulk Download,
Terms of Use - Not Available
Terms of Use URL - 
Source Navigation
SDG Indicator Portal https://ods.ine.gov.py/objetivo.php
(7.1) Prevalence of undernourishment Data available
Food security & nutrition

Dataset Coverage Dataset Openness
Food security & nutrition Disaggregation - Sex
Years - 2011/2012
Levels - National Level
Metadata - Complete (Source, Date, Definition)
Format - HTML (np); XLSX (r, np)
Download Options - Bulk Download
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
SDG Indicator Portal https://ods.ine.gov.py/objetivo.php > tema 2 > 2.1
(7.2) Prevalence of moderate or severe food insecurity Data Not Available
Food security & nutrition
(7.3) Prevalence of obesity Data available
Food security & nutrition

Dataset Coverage Dataset Openness
Food security & nutrition Disaggregation - Age
Years - 2015, 2016, 2017, 2018,
Levels - National Level,
Metadata - Complete (Source, Date, Definition)
Format - XLSX (r, np); HTML (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
SDG Indicator Portal https://ods.ine.gov.py/objetivo.php > 2. Hambre Cero > Indicador 2.2.2 (+2) CO. Porcentaje registrado de niños y niñas menores de 5 años con obesidad (peso para la altura> +2 desviación estándar respecto a la mediana de los Estándares de Crecimiento Infantil de la OMS) en niños menores de 5 años.
(7.4) Prevalence of stunting Data available
Food security & nutrition

Dataset Coverage Dataset Openness
Food security & nutrition Disaggregation - Sex, Age
Years - 2016
Levels - National Level,
Metadata - Complete (Source, Date, Definition)
Format - XLSX (r, np); HTML (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
SDG Indicator Portal https://ods.ine.gov.py/objetivo.php
(7.5) Prevalence of wasting Data available
Food security & nutrition

Dataset Coverage Dataset Openness
Food security & nutrition Disaggregation - Sex, Age
Years - 2016,
Levels - National Level,
Metadata - Complete (Source, Date, Definition)
Format - XLSX (r, np); HTML (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
SDG Indicator Portal https://ods.ine.gov.py/objetivo.php
(8.1) Proportion of women who are victims of physical, sexual, or psychological violence Data available (1 of 2 datasets)
Gender statistics

Dataset Coverage Dataset Openness
Gender statistics Disaggregation - Age, Relationship To Perpetrator, Type of violence
Years - 2020
Levels - Admin 1, National Level
Metadata - Complete (Source, Date, Definition)
Format - HTML (np); XLSX (r, np)
Download Options - No download options
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
SDG Indicator Portal https://ods.ine.gov.py/objetivo.php > igualdad de genero 5 > 5.2.1 ALT 2
(8.1) Proportion of women who are victims of physical, sexual, or psychological violence Data available (2 of 2 datasets)
Gender statistics

Dataset Coverage Dataset Openness
Gender statistics Disaggregation - Age
Years - 2019, 2020
Levels - Admin 1, National Level
Metadata - Complete (Source, Date, Definition)
Format - HTML (np); XLSX (r, np)
Download Options - No download options
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
SDG Indicator Portal https://ods.ine.gov.py/objetivo.php > igualdad de genero 5 > 5.2.1 ALT 1
(8.2) Proportion of women in government Data available
Gender statistics

Dataset Coverage Dataset Openness
Gender statistics Disaggregation - None
Years - 2017, 2018, 2019, 2020, 2021
Levels - National Level,
Metadata - Complete (Source, Date, Definition)
Format - XLSX (r, np); HTML (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Gender Atlas Portal Trabajo Remunerado > Porcentaje de la población ocupada cómo "Miembros de los Poderes Ejecutivo, Legislativo y Judicial, y personal directivo de la administración pública y de empresas".
(8.3) Data on child marriages for girls Data available
Gender statistics

Dataset Coverage Dataset Openness
Gender statistics Disaggregation - None
Years - 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020
Levels - Admin 1, National Level,
Metadata - Incomplete (Source)
Format - PDF (np); XLSX (r, np)
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
ESTADÍSTICAS VITALES DEL PARAGUAY 2017 C2.10
ESTADÍSTICAS VITALES DEL PARAGUAY 2016 C2.10
ESTADÍSTICAS VITALES DEL PARAGUAY 2018 C2.10
ESTADÍSTICAS VITALES DEL PARAGUAY 2020 https://www.ine.gov.py/Publicaciones/estadisticas-vitales-2020.php > C2.10
(9.1) Homicide rate Data available
Crime & justice

Dataset Coverage Dataset Openness
Crime & justice Disaggregation - Sex Of Victim, Age Of Victim
Years - 2015, 2016, 2017, 2018, 2019, 2020
Levels - Admin 1, National Level
Metadata - Complete (Source, Date, Definition)
Format - HTML (np); XLSX (r, np)
Download Options - Bulk Download
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
SDG Indicator Portal https://ods.ine.gov.py/objetivo.php > 16 > 16.1.1
(9.2) Crime rate Data available
Crime & justice

Dataset Coverage Dataset Openness
Crime & justice Disaggregation - Crime Type
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario Estadístico 2017 CUADRO 12.3.1
Anuario Estadístico 2016 CUADRO 4.1.4.
Anuario Estadístico 2019 p. 355, CUADRO 12.3.1
(9.3) Data on prison population Data Not Available
Crime & justice
(10.1) Poverty rate Data available
Poverty & income

Dataset Coverage Dataset Openness
Poverty & income Disaggregation - None
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021
Levels - National Level,
Metadata - Incomplete (Source)
Format - XLS (r);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
INE https://www.ine.gov.py/default.php?publicacion=4 > Valores mensuales (guaraníes) de la línea de pobreza extrema y pobreza total por área de residencia, según año. Periodo: 1997/98-2021
(10.2) Distribution of income by deciles or Gini coefficient Data available
Poverty & income

Dataset Coverage Dataset Openness
Poverty & income Disaggregation - None
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021
Levels - Admin 1, National Level,
Metadata - Incomplete (Source)
Format - XLS (r);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
INE https://www.ine.gov.py/default.php?publicacion=5 > Coeficiente de Gini, por año de la encuesta, según departamento, 1997/98 - 2021. Serie comparable
(11.1) Gross domestic product (production approach) Data available
National accounts

Dataset Coverage Dataset Openness
National accounts Disaggregation - Industry
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario Estadístico 2018 CUADRO 7.1.3.
Anuario Estadístico 2017 CUADRO 7.1.3.
Anuario Estadístico 2014 CUADRO 7.1.3.
Anuario Estadístico 2019 p. 259, CUADRO 7.1.3.
(11.2) Gross domestic product (expenditure approach) Data Not Available
National accounts
(11.3) Gross domestic product (income approach) Data Not Available
National accounts
(12.1) Employment rate Data available (1 of 2 datasets)
Labor

Dataset Coverage Dataset Openness
Labor Disaggregation - Sex
Years - 2017, 2018, 2019
Levels - Admin 1, National Level
Metadata - Incomplete (Source)
Format - XLS (r)
Download Options - No download options
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
INE Empleo > Departmental > Población de 15 y más años de edad por año, según departamento, sexo e indicadores del mercado laboral, 2017 al 2019. Promedio anual
(12.1) Employment rate Data available (2 of 2 datasets)
Labor

Dataset Coverage Dataset Openness
Labor Disaggregation - Age
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020
Levels - Admin 1, National Level,
Metadata - Incomplete (Source)
Format - XLS (r);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
INE Población por año de la encuesta, según departamento y principales indicadores de empleo, 1997/98 al 2020
INE Empleo > Población por año de la encuesta, según departamento y principales indicadores de empleo. Periodo 1997/98-2021
(12.2) Employment distribution Data available
Labor

Dataset Coverage Dataset Openness
Labor Disaggregation - Industry
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021
Levels - National Level,
Metadata - Incomplete (Source)
Format - XLSX (r, np)
Download Options - No download options
Terms of Use - Not Available
Terms of Use URL - 
Source Navigation
INE https://www.ine.gov.py/default.php?publicacion=3 >Población ocupada por año y trimestre, según área de residencia y sector económico de la ocupación principal. Años 2017, 2018, 2019, 2020, 2021 y 2022
INE https://www.ine.gov.py/default.php?publicacion=3 > Asunción y Central Urbano. Población de 10 años y más de edad ocupada por año y trimestre, según sector económico. Periodo: 2010-2017
(12.3) Unemployment rate Data available
Labor

Dataset Coverage Dataset Openness
Labor Disaggregation - Age
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020
Levels - Admin 1, National Level,
Metadata - Incomplete (Source)
Format - XLS (r);
Download Options - Bulk Download
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
INE Empleo > Población por año de la encuesta, según departamento y principales indicadores de empleo, 1997/98 al 2020. Serie comparable
(13.1) Consumer price index Data available
Price indexes

Dataset Coverage Dataset Openness
Price indexes Disaggregation - None
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario Estadístico 2017 CUADRO 8.1.4. p.268
Anuario Estadístico 2018 CUADRO 8.1.4. p.254
Anuario Estadístico 2019 CUADRO 8.1.4. p.286
(13.2) Producers price index Data available
Price indexes

Dataset Coverage Dataset Openness
Price indexes Disaggregation - None
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario Estadístico 2017 CUADRO 8.1.3. p. 267
Anuario Estadístico 2012 CUADRO 8.1.3. p. 252
Anuario Estadístico 2018 CUADRO 8.1.3. p. 253
Anuario Estadístico 2019 p. 286, CUADRO 8.1.3.
(14.1) Actual revenues Data available
Government finance

Dataset Coverage Dataset Openness
Government finance Disaggregation - Revenue Source
Years - 2011/2012, 2012/2013, 2013/2014, 2014/2015, 2015/2016, 2016/2017, 2017/2018, 2018/2019
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario Estadístico 2017 CUADRO 7.2.1. p.250
Anuario Estadístico 2014 CUADRO 7.2.1. p.252
Anuario Estadístico 2019 p. 268, CUADRO 7.2.1
(14.2) Actual expenditures Data available
Government finance

Dataset Coverage Dataset Openness
Government finance Disaggregation - Economic Classification
Years - 2011/2012, 2012/2013, 2013/2014, 2014/2015, 2015/2016, 2016/2017, 2017/2018, 2018/2019
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario Estadístico 2017 CUADRO 7.2.2. p.251
Anuario Estadístico 2014 CUADRO 7.2.2. p.253
Anuario Estadístico 2019 p. 269, CUADRO 7.2.2
(15.1) Money supply Data available
Money & banking

Dataset Coverage Dataset Openness
Money & banking Disaggregation - Money Aggregates
Years - 2011/2012, 2012/2013, 2013/2014, 2014/2015, 2015/2016, 2016/2017, 2017/2018, 2018/2019
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario Estadístico 2017 CUADRO 7.1.5. p.244
Anuario Estadístico 2014 CUADRO 7.1.5 p.246
Anuario Estadístico 2019 CUADRO 7.1.5. p.262
(15.2) Interest rates Data Not Available
Money & banking
(16.1) Merchandise exports Data available
International trade

Dataset Coverage Dataset Openness
International trade Disaggregation - Product Categories
Years - 2011/2012, 2012/2013, 2013/2014, 2014/2015, 2015/2016, 2016/2017, 2017/2018, 2018/2019
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario Estadístico 2017 CUADRO 8.2.1. p. 269
Anuario Estadístico 2014 CUADRO 8.2.1 p. 269
Anuario Estadístico 2018 CUADRO 8.2.1. p. 255
Anuario Estadístico 2019 CUADRO 8.2.1. p. 287
(16.2) Merchandise imports Data available
International trade

Dataset Coverage Dataset Openness
International trade Disaggregation - Product Categories
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019
Levels - National Level,
Metadata - Incomplete (Source, Definition)
Format - PDF (np);
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Anuario Estadístico 2017 CUADRO 8.2.5. p. 276
Anuario Estadístico 2015 CUADRO 8.2.5. p. 242
Anuario Estadístico 2018 CUADRO 8.2.5. p. 262
Anuario Estadístico 2019 CUADRO 8.2.5. p. 294


(18.1) Data on land use or land cover Data available
Agriculture and land use

Dataset Coverage Dataset Openness
Agriculture and land use Disaggregation - Crop Type
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019
Levels - Admin 1, National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2019 2.3.2 p. 56
(18.2) Data on protected lands Data available
Agriculture and land use

Dataset Coverage Dataset Openness
Agriculture and land use Disaggregation - None
Years - 2014,
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2015 2.4.1 p. 92
(18.3) Commodity production Data Not Available
Agriculture and land use
(19.1) Data on fishery harvests Data Not Available
Resource use
(19.2) Data on timber harvests or deforestation Data Not Available
Resource use
(19.3) Data on mining or extractive activities Data Not Available
Resource use
(19.4) Water consumption Data Not Available
Resource use
(20.1) Energy consumption Data available
Energy

Dataset Coverage Dataset Openness
Energy Disaggregation - Energy Commodity
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2019 2.4.4 p. 95
(20.2) Energy supply Data available
Energy

Dataset Coverage Dataset Openness
Energy Disaggregation - Energy Commodity
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2019 2.4.1 p. 92
(21.1) Greenhouse gas emissions Data available
Pollution

Dataset Coverage Dataset Openness
Pollution Disaggregation - Gas Type
Years - 2013, 2014, 2015, 2017
Levels - National Level
Metadata - Incomplete (Source)
Format - XLSX (r, np)
Download Options - No download options
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
INE https://www.ine.gov.py/default.php?publicacion=17 > 2.1.11
INE https://www.ine.gov.py/default.php?publicacion=17 > 2.1.11
(21.2) Emissions of air or water pollutants Data available
Pollution

Dataset Coverage Dataset Openness
Pollution Disaggregation - Pollutant Type
Years - 2013, 2014, 2015, 2017
Levels - National Level,
Metadata - Incomplete (Source)
Format - XLSX (r, np)
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
INE https://www.ine.gov.py/default.php?publicacion=17 > 2.1.11
INE https://www.ine.gov.py/default.php?publicacion=17 > 2.1.11
(22.1) Proportion of households with access to water Data available (1 of 2 datasets)
Built environment

Dataset Coverage Dataset Openness
Built environment Disaggregation - Water Supply Type
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021
Levels - National Level,
Metadata - Incomplete (Source, Definition)
Format - XLS (r); PDF (np)
Download Options - No download options
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
INE hogar y vivienda > nacional > Principales indicadores de acceso a servicios básicos de la población y del hogar por año de la encuesta, según área de residencia, 1997/98 - 2021. Serie comparable
(22.1) Proportion of households with access to water Data available (2 of 2 datasets)
Built environment

Dataset Coverage Dataset Openness
Built environment Disaggregation - Water Supply Type
Years - 2017, 2018, 2019
Levels - Admin 1, National Level
Metadata - Incomplete (Source)
Format - XLS (r)
Download Options - No download options
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
INE Vivenda y hogar > departmentalr > Hogares por año, según departamento y fuente de agua (%), 2017 al 2019. Promedio anual
(22.2) Proportion of households with access to sanitation Data available
Built environment

Dataset Coverage Dataset Openness
Built environment Disaggregation - Sanitation Facility Type
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021
Levels - National Level,
Metadata - Incomplete (Source, Definition)
Format - XLS (r); PDF (np)
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
INE hogar y vivienda > nacional > Principales indicadores de acceso a servicios básicos de la población y del hogar por año de la encuesta, según área de residencia, 1997/98 - 2021. Serie comparable
(22.3) Number of rooms or bedrooms Data available
Built environment

Dataset Coverage Dataset Openness
Built environment Disaggregation - None
Years - 2012,
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - Bulk Download,
Terms of Use - Not Available
Terms of Use URL - 
Source Navigation
PRINCIPALES INDICADORES DE VIVIENDAS, 2012 Cuadro V02, p. 47-49,Cuadro V10, page 73
(22.4) Access to electricity Data available
Built environment

Dataset Coverage Dataset Openness
Built environment Disaggregation - None
Years - 2012, 2013, 2014, 2015, 2016, 2017, 2018,
Levels - National Level,
Metadata - Incomplete (Source, Definition)
Format - XLS (r);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
PRINCIPALES INDICADORES DE VIVIENDAS, 2012 tab servicios basicos,Cuadro V02, p. 47-49,Cuadro V04, page 55
(22.5) Data on housing construction materials Data available
Built environment

Dataset Coverage Dataset Openness
Built environment Disaggregation - Material Type
Years - 2012,
Levels - National Level,
Metadata - Incomplete (Source, Definition)
Format - XLS (r); PDF (np)
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
PRINCIPALES INDICADORES DE VIVIENDAS, 2012 tab servicios basicos,Cuadro V02, p. 47-49,Cuadro V04, page 55

Recommendations

Every country can improve their open data and ODIN scores can help identify gaps where improvements should be focused. The following recommendations may involve not only the national statistics office, but the entire national statistical system.

If you would like to learn more about how to implement these recommendations, please visit our Technical Assistance page to schedule a meeting

11 ODIN indicators were not published with any of the required disaggregation. ODIN indicators are only a representative sample of the types of data a country should publish and not all indicators below may be relevant to your country. Nonetheless, those that are should be published. Below is a table of the ODIN indicators where no disaggregated data could be found on the NSO website or any official national website that is linked from the NSO website. See the Methodology Guide for definitions of each indicator.

Missing ODIN Indicator Required Disaggregation
(3.2) Completion or graduation rate Sex, Age, School Stage, School Type
(7.2) Prevalence of moderate or severe food insecurity Sex
(9.3) Data on prison population Age, Sex, Sentencing Status
(11.2) Gross domestic product (expenditure approach) Expenditure Categories
(11.3) Gross domestic product (income approach) Income Components
(15.2) Interest rates Rate Type
(18.3) Commodity production Commodity Type
(19.1) Data on fishery harvests None
(19.2) Data on timber harvests or deforestation None
(19.3) Data on mining or extractive activities Raw material type
(19.4) Water consumption Sector

5 ODIN indicators were not published with sex-disaggregation. Sex-disaggregated data are important to reflect the realities of men and women in various policy areas and narrow gender inequalities. Below is a table of the ODIN indicators where no sex-disaggregated data could be found on the NSO website or any official national website that is linked from the NSO website.

ODIN Indicator with no sex-disaggregation Published
(2.2) Number of teaching staff
(5.1) Immunization rate
(7.3) Prevalence of obesity
(9.2) Crime rate
(12.2) Employment distribution

26 ODIN indicators were not published in machine-readable formats for all years available. Machine-readable data are structured data in formats that can be read and processed by a computer. These include Extensible Markup Language (XML), JavaScript Object Notation (JSON), common-separated values (CSV), and Microsoft Excel’s Open XML Spreadsheet (XLSX). When data are made available in formats that are not machine-readable, users cannot easily access and modify the data, which severely restricts their use. Below is a table of the ODIN indicators for which data in a machine readable format could not be found. File formats with a (r) indicate that the file is machine readable. File formats with a (np) indicate that the file is nonproprietary.

ODIN Indicator not published in machine readable formats Dataset URL File Format
(2.1) Number of schools or classrooms Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2015, Anuario EstadÍ­stico 2018, Anuario EstadÍ­stico 2019 PDF (np);
(2.2) Number of teaching staff Anuario Estadistico 2013 PDF (np);
(2.3) Education expenditures Ministerio de Hacienda PDF (np), HTML (np), PNG (np), PPT (r)
(3.1) Enrollment rate Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2019, Anuario EstadÍ­stico 2015, Anuario EstadÍ­stico 2018 PDF (np);
(4.1) Number of health facilities Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2016, Anuario EstadÍ­stico 2014, Anuario EstadÍ­stico 2012, Anuario EstadÍ­stico 2018, Anuario EstadÍ­stico 2019 PDF (np);
(4.2) Number of beds or data on health care staff Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2016, Anuario EstadÍ­stico 2014, Anuario Estadístico 2013, Anuario Estadístico 2015, Anuario Estadístico 2018, Anuario Estadístico 2019 PDF (np);
(4.3) Health expenditures Ministerio de Salud Publica y Bienestar Social, Ministerio de Salud Publica y Bienestar Social, Ministerio de Salud Publica y Bienestar Social PDF (np)
(5.1) Immunization rate Anuario Estadistico 2017, Anuario Estadistico 2016, Anuario Estadistico 2014, Anuario Estadistico 2018, Anuario Estadistico 2019 PDF (np);
(5.2) Diseases prevalence Anuario Estadístico 2017, Anuario Estadístico 2016, Anuario Estadístico 2019, Anuario Estadístico 2018 PDF (np);
(6.1) Maternal mortality rate Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 PDF (np);
(9.2) Crime rate Anuario Estadístico 2017, Anuario Estadístico 2016, Anuario Estadístico 2019 PDF (np);
(11.1) Gross domestic product (production approach) Anuario Estadístico 2018, Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 PDF (np);
(13.1) Consumer price index Anuario Estadístico 2017, Anuario Estadístico 2018, Anuario Estadístico 2019 PDF (np);
(13.2) Producers price index Anuario Estadístico 2017, Anuario Estadístico 2012, Anuario Estadístico 2018, Anuario Estadístico 2019 PDF (np);
(14.1) Actual revenues Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 PDF (np);
(14.2) Actual expenditures Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 PDF (np);
(15.1) Money supply Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 PDF (np);
(16.1) Merchandise exports Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2018, Anuario Estadístico 2019 PDF (np);
(16.2) Merchandise imports Anuario Estadístico 2017, Anuario Estadístico 2015, Anuario Estadístico 2018, Anuario Estadístico 2019 PDF (np);
(17.1) Current account Anuario Estadístico 2017, ANUARIO ESTADÍSTICO 2015 , Anuario Estadístico 2012, Anuario Estadístico 2018, Anuario Estadístico 2019 PDF (np);
(17.2) Capital and financial account Anuario Estadístico 2017, Anuario Estadístico 2015, Anuario Estadístico 2012, Anuario Estadístico 2018, Anuario Estadístico 2019 PDF (np);
(18.1) Data on land use or land cover COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2019 PDF (np);
(18.2) Data on protected lands COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2015 PDF (np);
(20.1) Energy consumption COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2019 PDF (np);
(20.2) Energy supply COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2019 PDF (np);
(22.3) Number of rooms or bedrooms PRINCIPALES INDICADORES DE VIVIENDAS, 2012 PDF (np);

7 ODIN indicators were not published in machine-readable formats for all years available. Nonproprietary formats allow users to access data without requiring the use of a costly, proprietary software that may prevent some users from accessing the data. By definition, proprietary formats restrict either the ability to use the information or the ability to share the information. The most common nonproprietary formats used by statistics offices are PDF, XLSX, and CSV. Below is a table of the ODIN indicators for which data in a nonproprietary format could not be found. File formats with a (r) indicate that the file is machine readable. File formats with a (np) indicate that the file is nonproprietary.

ODIN Indicator not published in proprietary formats Dataset URL File Format
(10.1) Poverty rate INE XLS (r);
(10.2) Distribution of income by deciles or Gini coefficient INE XLS (r);
(12.1) Employment rate INE XLS (r)
(12.1) Employment rate INE, INE XLS (r);
(12.3) Unemployment rate INE XLS (r);
(22.1) Proportion of households with access to water INE XLS (r)
(22.4) Access to electricity PRINCIPALES INDICADORES DE VIVIENDAS, 2012 XLS (r);

43 ODIN indicators were with complete metadata. For all years available. Many metadata standards can be used to meet ODIN criteria for complete metadata. Metadata must include the following three components: 1) Source agency of data, 2) Definition of indicator, and 3) Date that data was uploaded online. Datasets should be published with ample metadata to “aid both discoverability and usability of the data,” according to the Open Data Handbook. Various metadata standards exist that are often used for statistical data, including Dublin Core, Data Catalogue Vocabulary (DCAT), and RDF Data Cube Vocabulary. Below is a table of the ODIN indicators for which data with incomplete metadata was found.

ODIN Indicator with Incomplete Metadata Dataset URL Metadata Components Not Found
(1.2) Birth rate Estadísticas Vitales 2018, Estadísticas Vitales 2017, Estadísticas Vitales 2016, Estadísticas Vitales 2015, Estadísticas Vitales 2017, Estadísticas Vitales 2016, Estadísticas Vitales 2013, Estadísticas Vitales 2020 Date
(1.3) Death rate Estadísticas Vitales 2018, Estadísticas Vitales 2017, Estadísticas Vitales 2016, Estadísticas Vitales 2020, Estadísticas Vitales 2019, Estadísticas Vitales 2015, Estadísticas Vitales 2013 Date
(2.1) Number of schools or classrooms Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2015, Anuario EstadÍ­stico 2018, Anuario EstadÍ­stico 2019 Date, Definition
(2.2) Number of teaching staff Anuario Estadistico 2013 Date, Definition
(2.3) Education expenditures Ministerio de Hacienda Date
(3.1) Enrollment rate Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2019, Anuario EstadÍ­stico 2015, Anuario EstadÍ­stico 2018 Date, Definition
(4.1) Number of health facilities Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2016, Anuario EstadÍ­stico 2014, Anuario EstadÍ­stico 2012, Anuario EstadÍ­stico 2018, Anuario EstadÍ­stico 2019 Date, Definition
(4.2) Number of beds or data on health care staff Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2016, Anuario EstadÍ­stico 2014, Anuario Estadístico 2013, Anuario Estadístico 2015, Anuario Estadístico 2018, Anuario Estadístico 2019 Date, Definition
(4.3) Health expenditures Ministerio de Salud Publica y Bienestar Social, Ministerio de Salud Publica y Bienestar Social, Ministerio de Salud Publica y Bienestar Social Definition
(5.1) Immunization rate Anuario Estadistico 2017, Anuario Estadistico 2016, Anuario Estadistico 2014, Anuario Estadistico 2018, Anuario Estadistico 2019 Date, Definition
(5.2) Diseases prevalence Anuario Estadístico 2017, Anuario Estadístico 2016, Anuario Estadístico 2019, Anuario Estadístico 2018 Date, Definition
(6.1) Maternal mortality rate Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 Date, Definition
(6.4) Fertility rate INE Date, Definition
(8.3) Data on child marriages for girls ESTADÍSTICAS VITALES DEL PARAGUAY 2017, ESTADÍSTICAS VITALES DEL PARAGUAY 2016, ESTADÍSTICAS VITALES DEL PARAGUAY 2018, ESTADÍSTICAS VITALES DEL PARAGUAY 2020 Date, Definition
(9.2) Crime rate Anuario Estadístico 2017, Anuario Estadístico 2016, Anuario Estadístico 2019 Date, Definition
(10.1) Poverty rate INE Date, Definition
(10.2) Distribution of income by deciles or Gini coefficient INE Date, Definition
(11.1) Gross domestic product (production approach) Anuario Estadístico 2018, Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 Date, Definition
(12.1) Employment rate INE Date, Definition
(12.1) Employment rate INE, INE Date, Definition
(12.2) Employment distribution INE, INE Date, Definition
(12.3) Unemployment rate INE Date, Definition
(13.1) Consumer price index Anuario Estadístico 2017, Anuario Estadístico 2018, Anuario Estadístico 2019 Date, Definition
(13.2) Producers price index Anuario Estadístico 2017, Anuario Estadístico 2012, Anuario Estadístico 2018, Anuario Estadístico 2019 Date, Definition
(14.1) Actual revenues Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 Date, Definition
(14.2) Actual expenditures Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 Date, Definition
(15.1) Money supply Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 Date, Definition
(16.1) Merchandise exports Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2018, Anuario Estadístico 2019 Date, Definition
(16.2) Merchandise imports Anuario Estadístico 2017, Anuario Estadístico 2015, Anuario Estadístico 2018, Anuario Estadístico 2019 Date
(17.1) Current account Anuario Estadístico 2017, ANUARIO ESTADÍSTICO 2015 , Anuario Estadístico 2012, Anuario Estadístico 2018, Anuario Estadístico 2019 Date, Definition
(17.2) Capital and financial account Anuario Estadístico 2017, Anuario Estadístico 2015, Anuario Estadístico 2012, Anuario Estadístico 2018, Anuario Estadístico 2019 Date, Definition
(18.1) Data on land use or land cover COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2019 Date, Definition
(18.2) Data on protected lands COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2015 Date, Definition
(20.1) Energy consumption COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2019 Date, Definition
(20.2) Energy supply COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2019 Date, Definition
(21.1) Greenhouse gas emissions INE, INE Date, Definition
(21.2) Emissions of air or water pollutants INE, INE Date, Definition
(22.1) Proportion of households with access to water INE Date
(22.1) Proportion of households with access to water INE Date, Definition
(22.2) Proportion of households with access to sanitation INE Date
(22.3) Number of rooms or bedrooms PRINCIPALES INDICADORES DE VIVIENDAS, 2012 Date, Definition
(22.4) Access to electricity PRINCIPALES INDICADORES DE VIVIENDAS, 2012 Date
(22.5) Data on housing construction materials PRINCIPALES INDICADORES DE VIVIENDAS, 2012 Date

24 ODIN indicators were available in datasets that did not include data points for 6 of the last 10 years. It is important to publish historical data, if they exist, and not only recent data. Below is a table of the ODIN indicators for which data for less than 6 of the last 10 years was published.

ODIN Indicator Disaggregation Found URL Years Found
(2.1) Number of schools or classrooms School Stage, School Type Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2015, Anuario EstadÍ­stico 2018, Anuario EstadÍ­stico 2019 2012,2013,2014,2015,2016,2017,2018
(2.2) Number of teaching staff School Stage, School Type, Sex Anuario Estadistico 2013 2012
(3.1) Enrollment rate Sex, Age, School Stage, School Type Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2019, Anuario EstadÍ­stico 2015, Anuario EstadÍ­stico 2018 2012,2013,2014,2015,2016,2017,2018
(3.3) Competency exam results Sex, Age, School Stage SDG Indicator Portal 2015,2018
(4.1) Number of health facilities Facility Type Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2016, Anuario EstadÍ­stico 2014, Anuario EstadÍ­stico 2012, Anuario EstadÍ­stico 2018, Anuario EstadÍ­stico 2019 2011/2012,2012/2013,2014/2015,2015/2016,2016/2017,2017/2018,2018/2019
(4.3) Health expenditures Expenditure Categories Ministerio de Salud Publica y Bienestar Social, Ministerio de Salud Publica y Bienestar Social, Ministerio de Salud Publica y Bienestar Social 2015,2017,2018,2019,2020,2021
(5.2) Diseases prevalence Age, Sex, Disease Type Anuario Estadístico 2017, Anuario Estadístico 2016, Anuario Estadístico 2019, Anuario Estadístico 2018 2016,2017,2019
(6.2) Infant mortality rate or neonatal mortality rate Sex SDG Indicator Portal 2015,2016,2017,2018,2019
(6.3) Under-5 mortality rate Sex SDG Indicator Portal 2015,2016,2017,2018,2019
(6.5) Contraceptive prevalence rate None MICS 2016 2016
(6.6) Adolescent birth rate None SDG Indicator Portal 2015,2016,2017,2018,2019,2020,2021
(7.1) Prevalence of undernourishment Sex SDG Indicator Portal 2011/2012
(7.3) Prevalence of obesity Sex, Age SDG Indicator Portal 2015,2016,2017,2018
(7.4) Prevalence of stunting Sex, Age SDG Indicator Portal 2016
(7.5) Prevalence of wasting Sex, Age SDG Indicator Portal 2016
(8.1) Proportion of women who are victims of physical, sexual, or psychological violence Age, Disability Status, Relationship To Perpetrator, Type of violence SDG Indicator Portal 2019,2020
(8.2) Proportion of women in government None Gender Atlas Portal 2017,2018,2019,2020,2021
(9.1) Homicide rate Sex Of Victim, Age Of Victim, Sex Of Perpetrator, Age Of Perpetrator, Victim/Perpetrator Relationship SDG Indicator Portal 2015,2016,2017,2018,2019,2020
(18.2) Data on protected lands None COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2015 2014
(21.1) Greenhouse gas emissions Gas Type INE, INE 2013,2014,2015,2017
(21.2) Emissions of air or water pollutants Pollutant Type INE, INE 2013,2014,2015,2017
(22.3) Number of rooms or bedrooms None PRINCIPALES INDICADORES DE VIVIENDAS, 2012 2012
(22.4) Access to electricity None PRINCIPALES INDICADORES DE VIVIENDAS, 2012 2012,2013,2014,2015,2016,2017,2018
(22.5) Data on housing construction materials Material Type PRINCIPALES INDICADORES DE VIVIENDAS, 2012 2012

54 ODIN indicators were available in datasets that did not include data points for 3 of the last 5 years. It is important to publish recent data, if they exist, and not only time series data. Below is a table of the ODIN indicators where data for less than 3 of the last 5 years was published.

ODIN Indicator Disaggregation Found URL Years Found
(1.1) Population data Sex, Marital Status, 5-Year Age Groups General Directorate of the Registry of Civil Status, General Directorate of the Registry of Civil Status, General Directorate of the Registry of Civil Status 2012,2013,2014,2015,2016,2017,2018,2019,2020,2021
(1.2) Birth rate Sex, Marital Status Estadísticas Vitales 2018, Estadísticas Vitales 2017, Estadísticas Vitales 2016, Estadísticas Vitales 2015, Estadísticas Vitales 2017, Estadísticas Vitales 2016, Estadísticas Vitales 2013, Estadísticas Vitales 2020 2013,2014,2015,2016,2017,2018,2019,2020
(1.3) Death rate Sex Estadísticas Vitales 2018, Estadísticas Vitales 2017, Estadísticas Vitales 2016, Estadísticas Vitales 2020, Estadísticas Vitales 2019, Estadísticas Vitales 2015, Estadísticas Vitales 2013 2013,2014,2015,2016,2017,2018,2019,2020
(2.1) Number of schools or classrooms School Stage, School Type Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2015, Anuario EstadÍ­stico 2018, Anuario EstadÍ­stico 2019 2012,2013,2014,2015,2016,2017,2018
(2.2) Number of teaching staff School Stage, School Type, Sex Removed other dataset as it was for enrolled students not number of teachers 2012
(2.3) Education expenditures School Stage, Expenditure Categories Ministerio de Hacienda 2012,2013,2014,2015,2016,2017,2018,2019,2020
(3.1) Enrollment rate Sex, Age, School Stage, School Type Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2019, Anuario EstadÍ­stico 2015, Anuario EstadÍ­stico 2018 2012,2013,2014,2015,2016,2017,2018
(3.3) Competency exam results Sex, Age, School Stage There are other competency results under other SDG Indicators for varying education levels and subjects 2015,2018
(4.1) Number of health facilities Facility Type Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2016, Anuario EstadÍ­stico 2014, Anuario EstadÍ­stico 2012, Anuario EstadÍ­stico 2018, Anuario EstadÍ­stico 2019 2011/2012,2012/2013,2014/2015,2015/2016,2016/2017,2017/2018,2018/2019
(4.2) Number of beds or data on health care staff Facility Type, Department Type, Staff Type Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2016, Anuario EstadÍ­stico 2014, Anuario Estadístico 2013, Anuario Estadístico 2015, Anuario Estadístico 2018, Anuario Estadístico 2019 2012,2013,2014,2015,2016,2017,2018,2019
(4.3) Health expenditures Expenditure Categories Ministerio de Salud Publica y Bienestar Social, Ministerio de Salud Publica y Bienestar Social, Ministerio de Salud Publica y Bienestar Social 2015,2017,2018,2019,2020,2021
(5.1) Immunization rate Age, Sex Anuario Estadistico 2017, Anuario Estadistico 2016, Anuario Estadistico 2014, Anuario Estadistico 2018, Anuario Estadistico 2019 2012,2013,2014,2015,2016,2017,2018,2019
(5.2) Diseases prevalence Age, Sex, Disease Type Anuario Estadístico 2017, Anuario Estadístico 2016, Anuario Estadístico 2019, Anuario Estadístico 2018 2016,2017,2019
(6.1) Maternal mortality rate None Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 2012,2013,2014,2015,2016,2017,2018,2019
(6.2) Infant mortality rate or neonatal mortality rate Sex SDG Indicator Portal 2015,2016,2017,2018,2019
(6.3) Under-5 mortality rate Sex SDG Indicator Portal 2015,2016,2017,2018,2019
(6.4) Fertility rate None INE 2012,2013,2014,2015,2016,2017,2018,2019,2020,2021
(6.5) Contraceptive prevalence rate None Added at review stage 2016
(6.6) Adolescent birth rate None SDG Indicator Portal 2015,2016,2017,2018,2019,2020,2021
(7.1) Prevalence of undernourishment Sex Found SDG indicator not used before. Only 6 departments selected, not enough for the majority of 17 departments. 2011/2012
(7.3) Prevalence of obesity Sex, Age SDG Indicator Portal 2015,2016,2017,2018
(7.4) Prevalence of stunting Sex, Age 2016
(7.5) Prevalence of wasting Sex, Age 2016
(8.1) Proportion of women who are victims of physical, sexual, or psychological violence Age, Disability Status, Relationship To Perpetrator, Type of violence Added at review stage by MJ, Added at review stage by MJ 2019,2020
(8.2) Proportion of women in government None Gender Atlas Portal 2017,2018,2019,2020,2021
(8.3) Data on child marriages for girls None ESTADÍSTICAS VITALES DEL PARAGUAY 2017, ESTADÍSTICAS VITALES DEL PARAGUAY 2016, ESTADÍSTICAS VITALES DEL PARAGUAY 2018, ESTADÍSTICAS VITALES DEL PARAGUAY 2020 2013,2014,2015,2016,2017,2018,2019,2020
(9.1) Homicide rate Sex Of Victim, Age Of Victim, Sex Of Perpetrator, Age Of Perpetrator, Victim/Perpetrator Relationship SDG Indicator Portal 2015,2016,2017,2018,2019,2020
(9.2) Crime rate Crime Type, Sex Of Victim, Age Of Victim, Sex Of Perpetrator, Age Of Perpetrator, Victim/Perpetrator Relationship Anuario Estadístico 2017, Anuario Estadístico 2016, Anuario Estadístico 2019 2012,2013,2014,2015,2016,2017,2018,2019
(10.1) Poverty rate None INE 2012,2013,2014,2015,2016,2017,2018,2019,2020,2021
(10.2) Distribution of income by deciles or Gini coefficient None INE 2012,2013,2014,2015,2016,2017,2018,2019,2020,2021
(11.1) Gross domestic product (production approach) Industry Anuario Estadístico 2018, Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 2012,2013,2014,2015,2016,2017,2018,2019
(12.1) Employment rate Sex, Age INE 2012,2013,2014,2015,2016,2017,2018,2019,2020
(12.2) Employment distribution Industry, Occupation, Sex INE, INE 2012,2013,2014,2015,2016,2017,2018,2019,2020,2021
(12.3) Unemployment rate Sex, Age INE 2012,2013,2014,2015,2016,2017,2018,2019,2020
(13.1) Consumer price index None Anuario Estadístico 2017, Anuario Estadístico 2018, Anuario Estadístico 2019 2012,2013,2014,2015,2016,2017,2018,2019
(13.2) Producers price index None Anuario Estadístico 2017, Anuario Estadístico 2012, Anuario Estadístico 2018, Anuario Estadístico 2019 2012,2013,2014,2015,2016,2017,2018,2019
(14.1) Actual revenues Revenue Source Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 2011/2012,2012/2013,2013/2014,2014/2015,2015/2016,2016/2017,2017/2018,2018/2019
(14.2) Actual expenditures Administrative Classification, Economic Classification, Functional Classification Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 2011/2012,2012/2013,2013/2014,2014/2015,2015/2016,2016/2017,2017/2018,2018/2019
(15.1) Money supply Money Aggregates Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019 2011/2012,2012/2013,2013/2014,2014/2015,2015/2016,2016/2017,2017/2018,2018/2019
(16.1) Merchandise exports Product Categories Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2018, Anuario Estadístico 2019 2011/2012,2012/2013,2013/2014,2014/2015,2015/2016,2016/2017,2017/2018,2018/2019
(16.2) Merchandise imports Product Categories Anuario Estadístico 2017, Anuario Estadístico 2015, Anuario Estadístico 2018, Anuario Estadístico 2019 2012,2013,2014,2015,2016,2017,2018,2019
(17.1) Current account Account Components Anuario Estadístico 2017, ANUARIO ESTADÍSTICO 2015 , Anuario Estadístico 2012, Anuario Estadístico 2018, Anuario Estadístico 2019 2012,2013,2014,2015,2016,2017,2018,2019
(17.2) Capital and financial account Account Components Anuario Estadístico 2017, Anuario Estadístico 2015, Anuario Estadístico 2012, Anuario Estadístico 2018, Anuario Estadístico 2019 2012,2013,2014,2015,2016,2017,2018,2019
(18.1) Data on land use or land cover Crop Type, Environmental Zones, Irrigation Status COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2019 2012,2013,2014,2015,2016,2017,2018,2019
(18.2) Data on protected lands None This is most recent dataset found. Note for future keyword searches, indicator in 2015 publication is called "SUPERFICIE DE LAS AREAS SILVESTRES PROTEGIDAS" 2014
(20.1) Energy consumption Energy Commodity, Sector COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2019 2012,2013,2014,2015,2016,2017,2018,2019
(20.2) Energy supply Energy Commodity COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2019 2012,2013,2014,2015,2016,2017,2018,2019
(21.1) Greenhouse gas emissions Gas Type INE, INE 2013,2014,2015,2017
(21.2) Emissions of air or water pollutants Pollutant Type INE, INE 2013,2014,2015,2017
(22.1) Proportion of households with access to water Water Supply Type INE 2012,2013,2014,2015,2016,2017,2018,2019,2020,2021
(22.2) Proportion of households with access to sanitation Sanitation Facility Type INE 2012,2013,2014,2015,2016,2017,2018,2019,2020,2021
(22.3) Number of rooms or bedrooms None Added at Review stage by MJ, record from 2021 had wrong table, V10 measures number of rooms 2012
(22.4) Access to electricity None PRINCIPALES INDICADORES DE VIVIENDAS, 2012 2012,2013,2014,2015,2016,2017,2018
(22.5) Data on housing construction materials Material Type 2012

30 ODIN indicators were available in datasets that did not include data at the subnational geographic level. Disaggregation of indicators at the subnational level is one of the key elements to effectively monitor development of a country and ensure certain groups of people are not left behind. Below is a table of the ODIN indicators where data was only made available at the national level.

ODIN Indicator Disaggregation Found URL
(2.3) Education expenditures School Stage, Expenditure Categories Ministerio de Hacienda
(4.2) Number of beds or data on health care staff Facility Type, Department Type, Staff Type Anuario EstadÍ­stico 2017, Anuario EstadÍ­stico 2016, Anuario EstadÍ­stico 2014, Anuario Estadístico 2013, Anuario Estadístico 2015, Anuario Estadístico 2018, Anuario Estadístico 2019
(4.3) Health expenditures Expenditure Categories Ministerio de Salud Publica y Bienestar Social, Ministerio de Salud Publica y Bienestar Social, Ministerio de Salud Publica y Bienestar Social
(5.1) Immunization rate Age, Sex Anuario Estadistico 2017, Anuario Estadistico 2016, Anuario Estadistico 2014, Anuario Estadistico 2018, Anuario Estadistico 2019
(5.2) Diseases prevalence Age, Sex, Disease Type Anuario Estadístico 2017, Anuario Estadístico 2016, Anuario Estadístico 2019, Anuario Estadístico 2018
(6.2) Infant mortality rate or neonatal mortality rate Sex SDG Indicator Portal
(6.3) Under-5 mortality rate Sex SDG Indicator Portal
(6.4) Fertility rate None INE
(6.5) Contraceptive prevalence rate None MICS 2016
(6.6) Adolescent birth rate None SDG Indicator Portal
(7.1) Prevalence of undernourishment Sex SDG Indicator Portal
(7.3) Prevalence of obesity Sex, Age SDG Indicator Portal
(7.4) Prevalence of stunting Sex, Age SDG Indicator Portal
(7.5) Prevalence of wasting Sex, Age SDG Indicator Portal
(8.2) Proportion of women in government None Gender Atlas Portal
(9.2) Crime rate Crime Type, Sex Of Victim, Age Of Victim, Sex Of Perpetrator, Age Of Perpetrator, Victim/Perpetrator Relationship Anuario Estadístico 2017, Anuario Estadístico 2016, Anuario Estadístico 2019
(10.1) Poverty rate None INE
(11.1) Gross domestic product (production approach) Industry Anuario Estadístico 2018, Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019
(12.2) Employment distribution Industry, Occupation, Sex INE, INE
(13.1) Consumer price index None Anuario Estadístico 2017, Anuario Estadístico 2018, Anuario Estadístico 2019
(13.2) Producers price index None Anuario Estadístico 2017, Anuario Estadístico 2012, Anuario Estadístico 2018, Anuario Estadístico 2019
(14.1) Actual revenues Revenue Source Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019
(14.2) Actual expenditures Administrative Classification, Economic Classification, Functional Classification Anuario Estadístico 2017, Anuario Estadístico 2014, Anuario Estadístico 2019
(18.2) Data on protected lands None COMPENDIO ESTADÍSTICO AMBIENTAL DEL PARAGUAY 2015
(21.1) Greenhouse gas emissions Gas Type INE, INE
(21.2) Emissions of air or water pollutants Pollutant Type INE, INE
(22.2) Proportion of households with access to sanitation Sanitation Facility Type INE
(22.3) Number of rooms or bedrooms None PRINCIPALES INDICADORES DE VIVIENDAS, 2012
(22.4) Access to electricity None PRINCIPALES INDICADORES DE VIVIENDAS, 2012
(22.5) Data on housing construction materials Material Type PRINCIPALES INDICADORES DE VIVIENDAS, 2012

Country Context

To understand a country’s commitment to open data, it is important to look at ODIN scores in context. The information below includes assessments of the country’s statistical capacity, links to relevant laws, and comparative measures of the country’s performance on other measures of data coverage, openness, and government transparency.

Statistical Performance Indicators

The World Bank’s Statistical Performance Indicators measure the capacity and maturity of national statistical systems by assessing the use of data, the quality of services, the coverage of topics, the sources of information, and the infrastructure and availability of resources. The goal is to improve development outcomes and track progress toward the Sustainable Development Goals.

Overall Score
61%
Data Use Score
70%
Data Services Score
63%
Data Products Score
76%
Data Sources Score
41%
Data Infrastructure Score
55%

Global Data Barometer

The Global Data Barometer is a project of the Data for Development Network that aims to measure the state of data in relation to urgent societal issues. It seeks to appraise data availability, governance, capability and use around the world to help shape data infrastructures that limit risks and harms in climate action, company information, health and COVID-19, land, political integrity, public finance and public procurement.

Overall Score
34%
Governance Score
44%
Capability Score
30%
Availability Score
29%
Use and Impact Score
27%

Legal Framework

Data Commitments

National Data Strategy

National data strategies or National Strategies for the Development of Statistics (NSDS) provide a country with a strategy for developing statistical capacity across the entire national statistical system (NSS). It presents the statistics office’s priorities for the next 5-10 years.

Read the Estrategia Nacional de Desarrollo Estadístico 2020-2030 for Paraguay.

IMF Standards for Data Dissemination

Data dissemination standards enhance the availability of timely and comprehensive statistics, which contributes to sound macroeconomic policies and the efficient functioning of financial markets.

Paraguay is an e-GDDS Subscriber.

Open Data Charter (ODC)

The ODC is a collaboration between over 100 governments and organisations working to open up data based on a shared set of seven principles.

Paraguay has adopted the charter.

Open Government Partnership (OGP)

OGP is a multilateral initiative that aims to secure concrete commitments from national and subnational governments to promote open government, empower citizens, fight corruption, and harness new technologies to strengthen governance.

Paraguay has been a member since 2011.

Index Comparison

Click on the index name on the vertical axis to view the country data from the managing organization’s website.

All scores have been converted to a 100 point scale.