Country Profile

30
ODIN SCORE
Dominica
171st GLOBAL RANK
OUT OF 193
23 COVERAGE SCORE
OUT OF 100
35 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. Dominica ranks 171st in the Open Data Inventory 2022 with an overall score of 30. The overall score is a combination of a data coverage subscore of 23 and a data openness subscore of 35.

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 193
182nd 145th 171st
Caribbean
OUT OF 15
11th 6th 11th

Category Scores

Data Category Coverage Openness    Overall   
Population & vital statistics 38 80 61
Education facilities 50 50 50
Education outcomes 50 70 61
Health facilities 38 40 39
Health outcomes 0 0 0
Reproductive health 0 0 0
Food security & nutrition 0 0 0
Gender statistics 0 0 0
Crime & justice 0 0 0
Poverty & income 0 0 0
Social Statistics subscore 18 24 21
National accounts 50 60 56
Labor 0 0 0
Price indexes 50 80 69
Government finance 100 40 63
Money & banking 0 0 0
International trade 50 70 63
Balance of payments 67 60 63
Economic Statistics subscore 43 44 44
Agriculture and land use 13 60 39
Resource use 17 60 44
Energy 0 0 0
Pollution 17 60 44
Built environment 0 0 0
Environment subscore 9 36 25
All Categories 23 35 30
Last updated: March 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.

68%
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Categories that score 0 do not publish the minimum amount of data to receive a score.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.

10
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.

15

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

Central Statistics Office of Dominica

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
Years - 2012, 2013, 2014, 2015, 2016, 2017,
Levels - National Level,
Metadata - Incomplete (Source)
Format - XLS (r); CSV (r, np); HTML (np); XLSX (r, np)
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
End of Year Population by Sex 2005-2017 Click on the Population button in the rotating icons/buttons on home page https://stats.gov.dm/
(1.2) Birth rate Data available
Population & vital statistics

Dataset Coverage Dataset Openness
Population & vital statistics Disaggregation - Sex
Years - 2012, 2013, 2014, 2015, 2016, 2017,
Levels - National Level,
Metadata - Incomplete (Source)
Format - XLS (r); CSV (r, np); HTML (np); XLSX (r, np)
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Births by Sex 1995-2017 Click on the Live Births button in the rotating buttons or https://stats.gov.dm/subjects/demographic-statistics/ > Births by Sex 1995-2017
(1.3) Death rate Data available
Population & vital statistics

Dataset Coverage Dataset Openness
Population & vital statistics Disaggregation - Sex
Years - 2012, 2013, 2014, 2015, 2016,
Levels - National Level,
Metadata - Incomplete (Source)
Format - XLS (r); CSV (r, np); HTML (np); XLSX (r, np)
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Total Number of Births 1991 to 2018 Subjects > Population and Housing > Population > Total Number of Births 1991 to 2018
(2.1) Number of schools or classrooms Data available
Education facilities

Dataset Coverage Dataset Openness
Education facilities Disaggregation - School Stage, School Type
Years - 2011/2012
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Education Statistics 2012 https://stats.gov.dm/ > Subjects > Education > Publication > Education Statistics 2012 > Table 7.3-7.5, pg. 14-16
(2.2) Number of teaching staff Data available
Education facilities

Dataset Coverage Dataset Openness
Education facilities Disaggregation - Sex
Years - 2011/2012
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
Education Statistics 2012 https://stats.gov.dm/ > Subjects > Education Statistics > Publication > Education Statistics 2012 > Table 3, pg. 4; Table 1.1 pg. 2 (for admin1)
(2.3) Education expenditures Data available (1 of 2 datasets)
Education facilities

Dataset Coverage Dataset Openness
Education facilities Disaggregation - Expenditure Categories
Years - 2011/2012
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
Education Statistics 2012 https://stats.gov.dm/ > Subjects > Education Statistics > Publication > Education Statistics 2012 > TABLE 37. GOVERNMENT ACTUAL EXPENDITURE ON EDUCATION 2007/08 - 2011/12, pg. 72
(2.3) Education expenditures Data available (2 of 2 datasets)
Education facilities

Dataset Coverage Dataset Openness
Education facilities Disaggregation - School Stage, Expenditure Categories
Years - 2013/2014, 2014/2015, 2015/2016, 2016/2017, 2017/2018, 2018/2019, 2019/2020, 2020/2021
Levels - National Level
Metadata - Incomplete (Source, Definition)
Format - PDF (np)
Download Options - No download options
Terms of Use - Semi-Restrictive
Terms of Use URL  URL
Source Navigation
2020/2021 Estimates of the Commonwealth of Dominica http://finance.gov.dm/ > Budget > Estimates > 2020/2021 Estimates > pgs. 193-226
2015/2016 Budget for Ministries http://finance.gov.dm/ > Budget > Estimates > 2015/2016 Budget for Ministries > Recurrent Expenditure > Ministry of Education and Human Resource Development
2018/2019 Estimates of the Commonwealth of Dominica http://finance.gov.dm/ > Budget > Estimates > 2018/2019 Estimates > pgs. 173-212
(3.1) Enrollment rate Data available (1 of 2 datasets)
Education outcomes

Dataset Coverage Dataset Openness
Education outcomes Disaggregation - Sex, School Stage
Years - 2012/2013, 2013/2014, 2014/2015, 2015/2016, 2016/2017,
Levels - National Level,
Metadata - Incomplete (Source)
Format - XLS (r); CSV (r, np); HTML (np); XLSX (r, np)
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
College Enrollment by Sex 1996 to 2017 https://stats.gov.dm/ > Subjects > Education Statistics > Data > College Enrollment by Sex 1996 to 2017
Secondary School Enrollment 1996 to 2017 https://stats.gov.dm/ > Subjects > Education Statistics > Data > Secondary School Enrollment 1996 to 2017
Elementary School Enrollment by Sex 1996 To 2017 https://stats.gov.dm/ > Subjects > Education Statistics > Data > Elementary School Enrollment by Sex 1996 To 2017
(3.1) Enrollment rate Data available (2 of 2 datasets)
Education outcomes

Dataset Coverage Dataset Openness
Education outcomes Disaggregation - School Stage, School Type
Years - 2011/2012
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
Education Statistics 2012 https://stats.gov.dm/ > Subjects > Education Statistics > Publications > Education Statistics 2012 > Table 7.3-7.5 pg. 14-16
(3.2) Completion or graduation rate Data Not Available
Education outcomes
(3.2) Completion or graduation rate Data available (1 of 3 datasets)
Education outcomes

Dataset Coverage Dataset Openness
Education outcomes Disaggregation - School Stage

Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Education Statistics 2012,Education Statistics 2012 Tables 15-33, pgs. 35-67,Subjects > Education Statistics > Publication > Education Statistics 2012 > Page 30 Table 12
(3.2) Completion or graduation rate Data available (2 of 3 datasets)
Education outcomes

Dataset Coverage Dataset Openness
Education outcomes Disaggregation - School Stage
Years - 2011/2012
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Education Statistics 2012 Subjects > Education Statistics > Publication > Education Statistics 2012 > Page 30 Table 12
(3.3) Competency exam results Data available
Education outcomes

Dataset Coverage Dataset Openness
Education outcomes Disaggregation - School Stage
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
Education Statistics 2012,Education Statistics 2012 Tables 15-33, pgs. 35-67,Subjects > Education Statistics > Publication > Education Statistics 2012 > Page 30 Table 12
(4.1) Number of health facilities Data Not Available
Health facilities
(4.2) Number of beds or data on health care staff Data Not Available
Health facilities
(4.3) Health expenditures Data available
Health facilities

Dataset Coverage Dataset Openness
Health facilities Disaggregation - Expenditure Categories
Years - 2013/2014, 2014/2015, 2015/2016, 2016/2017, 2017/2018, 2018/2019, 2019/2020, 2020/2021
Levels - National Level
Metadata - Incomplete (Source, Definition)
Format - PDF (np)
Download Options - No download options
Terms of Use - Semi-Restrictive
Terms of Use URL  URL
Source Navigation
2020/2021 Estimates of the Commonwealth of Dominica http://finance.gov.dm/ > Budget > Estimates > 2020 - 2021 Estimates > pgs. 246-275
2018/2019 Estimates of the Commonwealth of Dominica http://finance.gov.dm/ > Budget > Estimates > 2018/2019 Estimates > pgs. 243-279
2015/2016 Budget for Ministries http://finance.gov.dm/ > Budget > Estimates > 2015-2016 Budget for Ministries > Recurrent Expenditure > Ministry of Health and Environment
(5.1) Immunization rate Data Not Available
Health outcomes
(5.2) Diseases prevalence Data Not Available
Health outcomes
(6.1) Maternal mortality rate Data Not Available
Reproductive health
(6.2) Infant mortality rate or neonatal mortality rate Data Not Available
Reproductive health
(6.3) Under-5 mortality rate Data Not Available
Reproductive health
(6.4) Fertility rate Data Not Available
Reproductive health
(6.5) Contraceptive prevalence rate Data Not Available
Reproductive health
(6.6) Adolescent birth rate Data Not Available
Reproductive health
(7.1) Prevalence of undernourishment Data Not Available
Food security & nutrition
(7.2) Prevalence of moderate or severe food insecurity Data Not Available
Food security & nutrition
(7.3) Prevalence of obesity Data Not Available
Food security & nutrition
(7.4) Prevalence of stunting Data Not Available
Food security & nutrition
(7.5) Prevalence of wasting Data Not Available
Food security & nutrition
(8.1) Proportion of women who are victims of physical, sexual, or psychological violence Data Not Available
Gender statistics
(8.2) Proportion of women in government Data Not Available
Gender statistics
(8.3) Data on child marriages for girls Data Not Available
Gender statistics
(9.1) Homicide rate Data Not Available
Crime & justice
(9.2) Crime rate Data Not Available
Crime & justice
(9.3) Data on prison population Data Not Available
Crime & justice
(10.1) Poverty rate Data Not Available
Poverty & income
(10.2) Distribution of income by deciles or Gini coefficient Data Not Available
Poverty & income
(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
Levels - National Level,
Metadata - Incomplete (Source, Definition)
Format - PDF (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
National Accounts 2018 http://stats.gov.dm > Subjects > Economic Indicators > Publications > National Accounts 2018 > Table 1.0, pgs. 31-32
(11.2) Gross domestic product (expenditure approach) Data available
National accounts

Dataset Coverage Dataset Openness
National accounts Disaggregation - Expenditure Categories
Years - 2012, 2013, 2014, 2015, 2016, 2017
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - Bulk Download
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
National Accounts 2018 http://stats.gov.dm > Subjects > Economic Indicators > Publications > National Accounts 2018 > Table 11.0, pg. 54
(11.3) Gross domestic product (income approach) Data Not Available
National accounts
(12.1) Employment rate Data Not Available
Labor
(12.2) Employment distribution Data Not Available
Labor
(12.3) Unemployment rate Data Not Available
Labor
(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, 2020
Levels - National Level,
Metadata - Incomplete (Source)
Format - XLS (r); CSV (r, np); HTML (np); XLSX (r, np)
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
All Items Indicies 2001-2020 https://stats.gov.dm/ > Subjects > Consumer Price Indices > All Items Indices 2001-2020
(13.2) Producers price index Data Not Available
Price indexes
(14.1) Actual revenues Data available
Government finance

Dataset Coverage Dataset Openness
Government finance Disaggregation - Revenue Source
Years - 2013/2014, 2014/2015, 2015/2016, 2016/2017, 2017/2018, 2018/2019, 2019/2020, 2020/2021
Levels - National Level
Metadata - Incomplete (Source, Definition)
Format - PDF (np)
Download Options - No download options
Terms of Use - Semi-Restrictive
Terms of Use URL  URL
Source Navigation
2020/2021 Estimates of the Commonwealth of Dominica http://finance.gov.dm/ > Budget > Estimates > 2020 - 2021 Estimates > Pgs. 24-29
2018/2019 Estimates of the Commonwealth of Dominica http://finance.gov.dm/ > Budget > Estimates > 2018-2019 Estimates > pgs. 26-29
2015-2016 Budget for Ministries http://finance.gov.dm/ > Budget > Estimates > 2015-2016 Budget for Ministries > Recurrent Revenue Budget > Capital Revenue
(14.2) Actual expenditures Data available
Government finance

Dataset Coverage Dataset Openness
Government finance Disaggregation - Administrative Classification, Economic Classification
Years - 2013/2014, 2014/2015, 2015/2016, 2016/2017, 2017/2018, 2018/2019, 2019/2020, 2020/2021
Levels - National Level
Metadata - Incomplete (Source, Definition)
Format - PDF (np)
Download Options - No download options
Terms of Use - Semi-Restrictive
Terms of Use URL  URL
Source Navigation
2020/2021 Estimates of the Commonwealth of Dominica http://finance.gov.dm/ > Budget > Estimates > 2020 - 2021 Estimates > Pgs. 41-439
2015-2016 Budget for Ministries http://finance.gov.dm/ > Budget > Estimates > 2015-2016 Budget for Ministries (See notes)
2018/2019 Estimates of the Commonwealth of Dominica http://finance.gov.dm/ > Budget > Estimates > 2018/2019 Estimates of the Commonwealth of Dominica > pgs. 41-418
(15.1) Money supply Data Not Available
Money & banking
(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 - 2012, 2013, 2014, 2015, 2016, 2017,
Levels - National Level,
Metadata - Incomplete (Source)
Format - XLS (r); CSV (r, np); HTML (np); XLSX (r, np)
Download Options - No download options,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Composition of Domestic Exports Manufactured and Quarried Products 2010 to 2017 https://stats.gov.dm > Subjects > International Trade > Data > Composition of Domestic Exports Manufactured and Quarried Products 2010 to 2017
Composition of Domestic Exports Primary Products 2010 to 2017 https://stats.gov.dm > Subjects > International Trade > Data > Composition of Domestic Exports Primary Products 2010 to 2017
(16.2) Merchandise imports Data Not Available
International trade


(18.1) Data on land use or land cover Data Not Available
Agriculture and land use
(18.2) Data on protected lands Data available
Agriculture and land use

Dataset Coverage Dataset Openness
Agriculture and land use Disaggregation - None
Years - 2013,
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Environmental Statistics 2014 http://stats.gov.dm/ > Subjects > Environment > Publication > Environmental Statistics 2014 > Table 4.1, pg. 36 and Table 5.5, pg. 40 (of PDF)
(18.3) Commodity production Data Not Available
Agriculture and land use
(19.1) Data on fishery harvests Data available
Resource use

Dataset Coverage Dataset Openness
Resource use Disaggregation - None
Years - 2012, 2013,
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Environmental Statistics 2014 http://stats.gov.dm/ > Subjects > Environment > Publication > Environmental Statistics 2014 > Table 5.1 Fish Landed 2002 - 2013, pg. 38 (of PDF)
(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 available
Resource use

Dataset Coverage Dataset Openness
Resource use Disaggregation - Sector
Years - 2012, 2013, 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
Environmental Statistics 2014 https://stats.gov.dm/ > Subjects > Environment > Publication > Environmental Statistics 2014 > Table 7.1 Potable Water Consumption and Distribution 2005-2014, pg. 44 (of PDF)
(20.1) Energy consumption Data Not Available
Energy
(20.2) Energy supply Data Not Available
Energy
(21.1) Greenhouse gas emissions Data available
Pollution

Dataset Coverage Dataset Openness
Pollution Disaggregation - Gas Type
Years - 2012, 2013,
Levels - National Level,
Metadata - Incomplete (Source)
Format - PDF (np);
Download Options - Bulk Download,
Terms of Use - Open
Terms of Use URL  URL
Source Navigation
Environmental Statistics 2014 https://stats.gov.dm/ > Subjects > Environment > Publication > Environmental Statistics 2014 > Table 2.2 Imports of Ozone Depleting Substances (ODS) 2008 - 2013, pg. 27 (of PDF)
(21.2) Emissions of air or water pollutants Data Not Available
Pollution
(22.1) Proportion of households with access to water Data Not Available
Built environment
(22.2) Proportion of households with access to sanitation Data Not Available
Built environment
(22.3) Number of rooms or bedrooms Data Not Available
Built environment
(22.4) Access to electricity Data Not Available
Built environment
(22.5) Data on housing construction materials Data Not Available
Built environment

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

44 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
(4.1) Number of health facilities Facility Type
(4.2) Number of beds or data on health care staff Facility Type, Department Type, Staff Type
(5.1) Immunization rate Age, Sex
(5.2) Diseases prevalence Age, Sex, Disease Type
(6.1) Maternal mortality rate None
(6.2) Infant mortality rate or neonatal mortality rate Sex
(6.3) Under-5 mortality rate Sex
(6.4) Fertility rate None
(6.5) Contraceptive prevalence rate None
(6.6) Adolescent birth rate None
(7.1) Prevalence of undernourishment Sex
(7.2) Prevalence of moderate or severe food insecurity Sex
(7.3) Prevalence of obesity Sex, Age
(7.4) Prevalence of stunting Sex, Age
(7.5) Prevalence of wasting Sex, Age
(8.1) Proportion of women who are victims of physical, sexual, or psychological violence Age, Disability Status, Relationship To Perpetrator, Type of violence
(8.2) Proportion of women in government None
(8.3) Data on child marriages for girls None
(9.1) Homicide rate Sex Of Victim, Age Of Victim, Sex Of Perpetrator, Age Of Perpetrator, Victim/Perpetrator Relationship
(9.2) Crime rate Crime Type, Sex Of Victim, Age Of Victim, Sex Of Perpetrator, Age Of Perpetrator, Victim/Perpetrator Relationship
(9.3) Data on prison population Age, Sex, Sentencing Status
(10.1) Poverty rate None
(10.2) Distribution of income by deciles or Gini coefficient None
(11.3) Gross domestic product (income approach) Income Components
(12.1) Employment rate Sex, Age
(12.2) Employment distribution Industry, Occupation, Sex
(12.3) Unemployment rate Sex, Age
(13.2) Producers price index None
(15.1) Money supply Money Aggregates
(15.2) Interest rates Rate Type
(16.2) Merchandise imports Product Categories
(18.1) Data on land use or land cover Crop Type, Environmental Zones, Irrigation Status
(18.3) Commodity production Commodity Type
(19.2) Data on timber harvests or deforestation None
(19.3) Data on mining or extractive activities Raw material type
(20.1) Energy consumption Energy Commodity, Sector
(20.2) Energy supply Energy Commodity
(21.2) Emissions of air or water pollutants Pollutant Type
(22.1) Proportion of households with access to water Water Supply Type
(22.2) Proportion of households with access to sanitation Sanitation Facility Type
(22.3) Number of rooms or bedrooms None
(22.4) Access to electricity None
(22.5) Data on housing construction materials Material Type

1 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
(3.3) Competency exam results

17 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 Education Statistics 2012 PDF (np);
(2.2) Number of teaching staff Education Statistics 2012 PDF (np);
(2.3) Education expenditures Education Statistics 2012 PDF (np);
(2.3) Education expenditures 2020/2021 Estimates of the Commonwealth of Dominica, 2015/2016 Budget for Ministries, 2018/2019 Estimates of the Commonwealth of Dominica PDF (np)
(3.1) Enrollment rate Education Statistics 2012 PDF (np)
(3.3) Competency exam results Education Statistics 2012,Education Statistics 2012 PDF (np)
(4.3) Health expenditures 2020/2021 Estimates of the Commonwealth of Dominica, 2018/2019 Estimates of the Commonwealth of Dominica, 2015/2016 Budget for Ministries PDF (np)
(11.1) Gross domestic product (production approach) National Accounts 2018 PDF (np);
(11.2) Gross domestic product (expenditure approach) National Accounts 2018 PDF (np);
(14.1) Actual revenues 2020/2021 Estimates of the Commonwealth of Dominica, 2018/2019 Estimates of the Commonwealth of Dominica, 2015-2016 Budget for Ministries PDF (np)
(14.2) Actual expenditures 2020/2021 Estimates of the Commonwealth of Dominica, 2015-2016 Budget for Ministries, 2018/2019 Estimates of the Commonwealth of Dominica PDF (np)
(17.1) Current account 2018 National Accounts Statistics PDF (np)
(17.2) Capital and financial account 2018 National Accounts Statistics PDF (np)
(18.2) Data on protected lands Environmental Statistics 2014 PDF (np);
(19.1) Data on fishery harvests Environmental Statistics 2014 PDF (np);
(19.4) Water consumption Environmental Statistics 2014 PDF (np);
(21.1) Greenhouse gas emissions Environmental Statistics 2014 PDF (np);

23 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
(1.1) Population data End of Year Population by Sex 2005-2017 Date, Definition
(1.2) Birth rate Births by Sex 1995-2017 Date, Definition
(1.3) Death rate Total Number of Births 1991 to 2018 Date, Definition
(2.1) Number of schools or classrooms Education Statistics 2012 Date, Definition
(2.2) Number of teaching staff Education Statistics 2012 Date, Definition
(2.3) Education expenditures Education Statistics 2012 Date, Definition
(2.3) Education expenditures 2020/2021 Estimates of the Commonwealth of Dominica, 2015/2016 Budget for Ministries, 2018/2019 Estimates of the Commonwealth of Dominica Date
(3.1) Enrollment rate College Enrollment by Sex 1996 to 2017, Secondary School Enrollment 1996 to 2017, Elementary School Enrollment by Sex 1996 To 2017 Date, Definition
(3.1) Enrollment rate Education Statistics 2012 Date, Definition
(3.3) Competency exam results Education Statistics 2012,Education Statistics 2012 Date, Definition
(4.3) Health expenditures 2020/2021 Estimates of the Commonwealth of Dominica, 2018/2019 Estimates of the Commonwealth of Dominica, 2015/2016 Budget for Ministries Date
(11.1) Gross domestic product (production approach) National Accounts 2018 Date
(11.2) Gross domestic product (expenditure approach) National Accounts 2018 Date, Definition
(13.1) Consumer price index All Items Indicies 2001-2020 Date, Definition
(14.1) Actual revenues 2020/2021 Estimates of the Commonwealth of Dominica, 2018/2019 Estimates of the Commonwealth of Dominica, 2015-2016 Budget for Ministries Date
(14.2) Actual expenditures 2020/2021 Estimates of the Commonwealth of Dominica, 2015-2016 Budget for Ministries, 2018/2019 Estimates of the Commonwealth of Dominica Date
(16.1) Merchandise exports Composition of Domestic Exports Manufactured and Quarried Products 2010 to 2017, Composition of Domestic Exports Primary Products 2010 to 2017 Date, Definition
(17.1) Current account 2018 National Accounts Statistics Date, Definition
(17.2) Capital and financial account 2018 National Accounts Statistics Date, Definition
(18.2) Data on protected lands Environmental Statistics 2014 Date, Definition
(19.1) Data on fishery harvests Environmental Statistics 2014 Date, Definition
(19.4) Water consumption Environmental Statistics 2014 Date, Definition
(21.1) Greenhouse gas emissions Environmental Statistics 2014 Date, Definition

8 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
(1.3) Death rate Sex Total Number of Births 1991 to 2018 2012,2013,2014,2015,2016
(2.1) Number of schools or classrooms School Stage, School Type Education Statistics 2012 2011/2012
(2.2) Number of teaching staff School Stage, School Type, Sex Education Statistics 2012 2011/2012
(3.3) Competency exam results Sex, Age, School Stage Education Statistics 2012,Education Statistics 2012 2012
(18.2) Data on protected lands None Environmental Statistics 2014 2013
(19.1) Data on fishery harvests None Environmental Statistics 2014 2012,2013
(19.4) Water consumption Sector Environmental Statistics 2014 2012,2013,2014
(21.1) Greenhouse gas emissions Gas Type Environmental Statistics 2014 2012,2013

16 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 End of Year Population by Sex 2005-2017 2012,2013,2014,2015,2016,2017
(1.2) Birth rate Sex, Marital Status Births by Sex 1995-2017 2012,2013,2014,2015,2016,2017
(1.3) Death rate Sex Total Number of Births 1991 to 2018 2012,2013,2014,2015,2016
(2.1) Number of schools or classrooms School Stage, School Type 2011/2012
(2.2) Number of teaching staff School Stage, School Type, Sex 2011/2012
(3.1) Enrollment rate Sex, Age, School Stage, School Type College Enrollment by Sex 1996 to 2017, Secondary School Enrollment 1996 to 2017, Elementary School Enrollment by Sex 1996 To 2017 2011/2012,2012/2013,2013/2014,2014/2015,2015/2016,2016/2017
(3.3) Competency exam results Sex, Age, School Stage Gave admin1 credit b/c small country and disaggregated by schools Removed previous year's dataset b/c no disaggregation; cleared w Jamison 2012
(11.1) Gross domestic product (production approach) Industry National Accounts 2018 2012,2013,2014,2015,2016,2017
(11.2) Gross domestic product (expenditure approach) Expenditure Categories National Accounts 2018 2012,2013,2014,2015,2016,2017
(16.1) Merchandise exports Product Categories Composition of Domestic Exports Manufactured and Quarried Products 2010 to 2017, Composition of Domestic Exports Primary Products 2010 to 2017 2012,2013,2014,2015,2016,2017
(17.1) Current account Account Components 2018 National Accounts Statistics 2012,2013,2014,2015,2016,2017,2018
(17.2) Capital and financial account Account Components 2018 National Accounts Statistics 2012,2013,2014,2015,2016,2017,2018
(18.2) Data on protected lands None Put year as 2013 bc below table says 2013 update 2013
(19.1) Data on fishery harvests None 2012,2013
(19.4) Water consumption Sector Environmental Statistics 2014 2012,2013,2014
(21.1) Greenhouse gas emissions Gas Type 2012,2013

13 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
(1.1) Population data Sex, Marital Status, 5-Year Age Groups End of Year Population by Sex 2005-2017
(1.2) Birth rate Sex, Marital Status Births by Sex 1995-2017
(1.3) Death rate Sex Total Number of Births 1991 to 2018
(2.1) Number of schools or classrooms School Stage, School Type Education Statistics 2012
(3.1) Enrollment rate Sex, School Stage, School Type College Enrollment by Sex 1996 to 2017, Secondary School Enrollment 1996 to 2017, Elementary School Enrollment by Sex 1996 To 2017, Education Statistics 2012
(11.1) Gross domestic product (production approach) Industry National Accounts 2018
(11.2) Gross domestic product (expenditure approach) Expenditure Categories National Accounts 2018
(13.1) Consumer price index None All Items Indicies 2001-2020
(14.1) Actual revenues Revenue Source 2020/2021 Estimates of the Commonwealth of Dominica, 2018/2019 Estimates of the Commonwealth of Dominica, 2015-2016 Budget for Ministries
(14.2) Actual expenditures Administrative Classification, Economic Classification, Functional Classification 2020/2021 Estimates of the Commonwealth of Dominica, 2015-2016 Budget for Ministries, 2018/2019 Estimates of the Commonwealth of Dominica
(19.1) Data on fishery harvests None Environmental Statistics 2014
(19.4) Water consumption Sector Environmental Statistics 2014
(21.1) Greenhouse gas emissions Gas Type Environmental Statistics 2014

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
-%
Data Use Score
20%
Data Services Score
-%
Data Products Score
40%
Data Sources Score
-%
Data Infrastructure Score
35%

Scores are only available for low- to middle-income countries.

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
-%
Governance Score
-%
Capability Score
-%
Availability Score
-%
Use and Impact Score
-%

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.

Dominica does not have a national data strategy.

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.

Dominica 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.

Dominica has not 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.

Dominica is not a participant.

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.