Students and qualifications: documentation of statistics

The statistics on students and qualifications describe pupils and students in pre-primary and basic education and post-comprehensive education leading to a qualification or degree, as well as those who complete degrees and qualifications. The statistics contain data on the age, regional mobility, nationality, origin and native language of pupils, students, and those who have completed degrees and qualifications. Post-comprehensive education means general upper secondary education, vocational education, university of applied sciences education and university education. The data are used for purposes such as planning, research and assessment of education, and for international education statistics.

Students means students in education leading to a degree or qualification on 20 September of the statistical year. Students in basic education on 20 September are also considered students in education leading to a qualification or degree. The data for vocational education are for a calendar year from 2013 onwards; for apprenticeship training and preparatory education for a skills examination from 2004 onwards.

Those who complete degrees and qualifications mean individuals that have taken a matriculation examination, vocational qualification, university of applied sciences degree or university degree during the statistical year from 1 January to 31 December. Individuals who have completed basic education are also considered to have completed degrees and qualifications.    
The data on pupils and students in pre-primary and basic education give the number of pupils and students in pre-primary and basic education, and in basic adult education on 20 September of the statistical year. The data on the number of individuals that have completed basic education give the situation in the school year ending during the spring of the statistical year.

Data on home schooling are stored in the KOSKI database without information on grade. Statistics Finland has specified the reporting of data in that respect and  data on home schooling in the database table (13jk) were corrected as concerns the years 2020 to 2022.

The data on students in general upper secondary education give the number of students on 20 September of the statistical year, whereas the data on examinations give the number of examinations taken during the entire statistical year.

The data on students and qualifications in vocational education are for a calendar year.  The data describe initial vocational education, education for further vocational qualifications and education for specialist vocational qualifications. The skills required for the education can be acquired in education given in educational institutions, apprenticeship training or training agreement education, or the education may include education in educational institutions, apprenticeship training and/or training agreement education. Cross-sectional data (20 September) can also be provided.

The data on students in university of applied sciences education and university education give the number of students on 20 September of the statistical year, whereas the data on degrees give the number of degrees taken during the entire statistical year.
 

The statistics on students and qualifications are based on individual-based data (statistics on pre-primary and basic education on data by educational institution up to the 2019 statistical year) on students, qualifications and degrees that Statistics Finland has collected from educational institutions through organisers of education, directly from educational institutions, from the KOSKI data resource, the VIRTA higher education achievement register and the matriculation examination register. The data on students in general upper secondary education and on students and qualifications in vocational education (from the 2019 statistical year onwards), and data on pre-primary and basic education (from the 2020 statistical year onwards) are based on the data reported by organisers of education/educational institutions to the KOSKI data resource of the Finnish National Agency for Education. In addition, data collections supplementing the KOSKI data resource have been used. The data represent total data.

Pupils and students in pre-primary and basic education, and those who have completed basic education, comprise the pre-primary and basic education population. Data on the number of pupils and students in basic education and on completers of basic education are collected for the statistics. As a rule, the data on the number of pupils and students describe the situation at the cross-sectional point (20 September) in the year in question, and the completion data the preceding school year. The statistics also contain data on persons of compulsory education age who are not attending basic education (who are outside Finland, receive home schooling or have been granted postponement).

Data on home schooling are stored in the KOSKI database without information on grade. Statistics Finland has specified the reporting of data in that respect and  data on home schooling in the database table (13jk) were corrected as concerns the years 2020 to 2022.

A person (new student, student, one who has completed a qualification or a degree) and a qualification/degree are used as statistical units.

The number of pupils and students and completers of qualifications and degrees, and the percentage of pupils, students and those who have completed qualifications and degrees are used as the measurement units in the statistics on students and qualifications.

Data contained in the statistics on students and qualifications are published annually for a calendar year. A calendar year or the cross-sectional point (20 September) is used as the reference period.

The number of pre-primary and basic education pupils and students gives the situation at the cross-sectional point (20 September).

The data on general upper secondary education give the number of students at the cross-sectional point (20 September) of the statistical year and the number of examinations for the entire calendar year.

For vocational education data, a calendar year or the cross-sectional point (20 September) is used as the reference period.

The data on university of applied sciences education give the number of students at the cross-sectional point (20 September) of the statistical year, and the number of qualifications and degrees for the entire calendar year.

The data on university education give the number of students at the cross-sectional point (20 September) of the statistical year and the number of degrees for the entire calendar year.

The reference area is the whole of Finland. The data are available for all regional data at the disposal of Statistics Finland.

The statistics contain the data on pupils and students in pre-primary and basic education and post-comprehensive education leading to a qualification or degree in Finland. The data contained in the statistics are total data and give the data on all organisers of education.

The comparability between years is affected by changes in the education system, classifications and the compiling of statistics. Data on students have been produced to a varying degree, depending on the sector of education. The collection of comprehensive individual-based student data covering all education sectors after basic level was launched in 1999. The basic education data are individual-based from the 2020 statistical year onwards. Data on qualifications and degrees are available from the Register of Completed Education and Degrees from 1971 onwards.

Times series data on basic education are available from the 1980s onwards. The data on basic education are school-specific for the period from 1998 to 2019.

Time series data on general upper secondary education are available from 1980 onwards. Data on matriculation examinations are available from 1910 onwards. Person-based student data are available from 1999 onwards. The data on students in general upper secondary education for 2019 are not fully comparable with data for previous years due to changes in the data source.

Statistics Finland has collected data on vocational education since the early 1970s. Comprehensive time series data are available from 1999 onwards, and all data are person-based from that year. From 2004 onwards, the student data on education preparing for a skills examination have been for the entire calendar year, whereas before that year, they were only given for the cross-sectional point (20 September). The data on curriculum-based initial vocational education for 2013 cover the entire calendar year. Before then, the data reflected the situation on 20 September. In 2018, apprenticeship training provided as part of initial vocational education was not included in the number of students on 20 September. The cross-sectional data on all other students and types of education (initial vocational education, education for further vocational qualifications and for specialist vocational qualifications) are available because the Act on Vocational Education and Training (531/2017), which entered into force at the beginning of 2018, no longer provides for the separation of education into education aimed at young people and education aimed at adults (education preparing for skills examination). The number of students at the cross-sectional point is not comparable with the number of students in previous years because before 2018, the cross-sectional data (for 20 September) only comprised students in curriculum-based initial vocational education aimed at young people.

From 2019 onwards, the cross-sectional data have comprised all students in initial vocational education, irrespective of how the students acquire their skills. The skills can be acquired through education received in educational institutions, apprenticeship training or a training agreement. Comprehensive data on the region of education were unavailable for 2019, and the region in which the educational institution is located is therefore given as regional data.

Data on universities of applied sciences have been collected on the summary level since 1991. Collection of person-based data on permanent universities of applied sciences began in 1997. Qualification and degree data (from 1999 until the 2013 statistical year) and student data (until the 2014 statistical year) were collected directly from educational institutions on a person basis. Data on university of applied sciences qualifications and degrees (from the 2014 statistical year onwards) and student data on universities of applied sciences (from the 2015 statistical year onwards) have been obtained from the VIRTA higher education achievement register.

University data have been collected on the summary level (by university, faculty and degree) since 1938. Individual-based data were collected from 1966 until the 2013 statistical year directly from educational institutions, and from the 2014 statistical year onwards, from the VIRTA higher education achievement register. Time series in electronic form are available from 1984 onwards. The data on the National Defence University have been included in the university statistics since 2010. From 2012 onwards, new students have been students starting studies for the degree in question in the university in question for the first time. Before that, new students were students registered in the university in question for the first time.
The statistics are final.

Data contained in the statistics on students and qualifications are released several times during the year. The data on pre-primary and basic education are published in March, data on universities of applied sciences in April, university education data in May, data on general upper secondary education and vocational education in June, and data on all education sectors in October and November on the website of Statistics Finland.

Inadequacies of the data provided by educational institutions and errors in the source material affect the quality of the statistics. Errors may arise when educational institutions enter the data on their students in the KOSKI or VIRTA data resource, or when the data are collected at Statistics Finland from the data resource interface.

The period between data accessibility and the event or phenomenon described by the data.
The data on pre-primary and basic education are released with a delay of three months.
Data on upper secondary general school and vocational education are released at a lag of six months.
Data on university of applied sciences education are released at a lag of four months.
Data on university education are released at a lag of five months.
Data concerning all sectors of education are published at a lag of 10 months.
There are no delays between the release date according to the release calendar and the actual date of release.

There are no delays between the release date according to the release calendar and the actual date of release.

The statistics use the National Classification of Education 2016, which is based on the UNESCO International Standard Classification of Education 2011 (ISCED 2011). The statistics are internationally comparable and cover the whole of Finland. The data contained in the statistics are available with all municipality-based grouping information covering the whole of Finland.

The national classification of education was adopted under an agreement between Statistics Finland and the Finnish National Agency for Education starting with the statistics for 2016. The classification is based on UNESCO’s International Standard Classification of Education 2011 (ISCED 2011). The classification differs from the previously used classifications of education (Statistics Finland’s classification of education and  the educational administration's Classification of Education 1995 and 2002).

The comparability between years is affected by changes in the educational system, classifications and the compiling of statistics.

Data on students have been produced to a varying degree, depending on the educational sector. Person-based collection of student data and preliminary data covering all education sectors was started in 1999. Data on qualifications and degrees can be obtained from the register of qualifications and degrees from 1971 onwards.

Times series data on basic education are available from the 1980s onwards. The data on comprehensive schools are school-specific for the period from 1998 to 2019. From 2020 onwards, the data contained in the statistics are individual-based and obtained from the KOSKI data resource.

The time series for students in general upper secondary education is comparable from 2001 onwards, and the time series for matriculation examinations from 1910 onwards. Database tables of the statistics contain comparable time series data from 2002 onwards. Older data can be found in paper publications.

The data on students in general upper secondary education for 2019 are not fully comparable with data on previous years due to changes in the data source. The student data for 2019 are based on the KOSKI data resource of the Finnish National Agency for Education. In the past, Statistics Finland collected the student data on general upper secondary education directly from educational institutions. It was noted during the transition that some of the educational institutions had not given all data requested during the data collection. A number of educational institutions had failed to supply the right to study of absent students and possibly also of students studying for vocational qualifications at the same time.

Statistics Finland has collected data on vocational education since the early 1970s. Comprehensive time series data are available from 1999 onwards, and all data are individual-based from that year. From 2004 onwards, the student data on education preparing for a skills examination have been for the entire calendar year, whereas before that year, they were only given for the cross-sectional point (20 September). The data on curriculum-based initial vocational education for the year 2013 cover the entire calendar year. In earlier years, the data were collected for the situation on 20 September. In 2018, apprenticeship training provided as part of initial vocational education was not included in the number of students on 20 September. The cross-sectional data on all other students and types of education (initial vocational education, education for further vocational qualifications and for specialist vocational qualifications) are available because the Act on Vocational Education and Training (531/2017), which entered into force at the beginning of 2018, no longer provides for the separation of education into education aimed at young people and education aimed at adults (education preparing for skills examination). The number of students at the cross-sectional point is not comparable with the number of students in previous years because before 2018, the cross-sectional data (for 20 September) only comprised students in curriculum-based initial vocational education aimed at young people.

From 2019 onwards, the cross-sectional data have comprised all students in initial vocational education, irrespective of how the students acquire their skills. The skills can be acquired by means of education received in educational institutions, apprenticeship training or training agreement. Comprehensive data on the region of education were unavailable for 2019 and 2020, and the region in which the educational institution is located is therefore given as regional data.

Database tables of the niversity of applied sciences education statistics contain comparable time series data based on the national educational classification from 2002 onwards. Data on the previous years can be found in the publication on educational institution statistics (from 1997 onwards).

University data have been collected on the summary level (by university, faculty and degree) since 1938. Individual-based data were collected from 1966 until the 2013 statistical year directly from educational institutions, and from the 2014 statistical year onwards, from the VIRTA higher education achievement register. Time series in electronic form are available from 1984 onwards.
The data on the National Defence University have been included in the university statistics from the year 2010 onwards. From 2012 onwards, new students have been students starting studies for the degree in question in the university in question for the first time. Before that, new students were students registered in the university in question for the first time. Other changes in the compilation of statistics may also affect comparability between years.
Database tables of the statistics contain comparable time series data based on the national educational classification from 2001 onwards.
Old paper-form educational statistics have been digitised in the Doria publication archive of the National Archives of Finland.

 

The data contained in the statistics on students and qualifications are based on the same data sources and they are compiled according to the same principles as other education statistics of Statistics Finland. These statistics can be used in parallel, provided that the specific characteristics of the statistics are taken into account.

The data for individual statistical years contained in the statistics on students and qualifications are internally coherent. However, the comparability between years is affected by changes in the education system, classifications and statistics.

In 2004, the student data on education preparing for a skills examination covered the entire calendar year, whereas before that, they were only given for the cross-sectional point on 20 September.

The data on curriculum-based initial vocational education for the year 2013 cover the entire calendar year. In earlier years, the data were collected for the situation on 20 September.


In 2018, apprenticeship training provided as part of initial vocational education was not included in the number of students on 20 September. The cross-sectional data on all other students and types of education (initial vocational education, education for further vocational qualifications and for specialist vocational qualifications) are available because the Act on Vocational Education and Training (531/2017), which entered into force at the beginning of 2018, no longer provides for the separation of education into education aimed at young people and education aimed at adults (education preparing for skills examination). The number of students at the cross-sectional point is not comparable with the number of students in previous years because before 2018, the cross-sectional data (for 20 September) only comprised students in curriculum-based initial vocational education aimed at young people.

From 2019 onwards, the cross-sectional data have comprised all students in initial vocational education, irrespective of how the students acquire their skills. The skills can be acquired by means of education received in educational institutions, apprenticeship training or training agreement. Comprehensive data on the region of education were unavailable for 2019, and the region in which the educational institution is located is therefore given as regional data.

In the data on university of applied sciences education, new students mean persons studying in universities of applied sciences on 20 September of the statistical year, persons accepting a study place in the degree programme in question in the university of applied sciences in question from 1 January to 20 September, and persons registering as present or absent for the first time.

Until 2001, a new student in a university of applied sciences was a student who had registered as present for the first time.

In the data on university education from 2002 onwards, student data have reflected the situation on 20 September. Before then, the data reflected the situation on 31 December. The data from 2002 onwards are therefore not fully comparable with data from earlier years.

From 2012 onwards, new students in university education has meant individuals starting university education, and persons studying on 20 September whose right to study in the university in question started with the degree in question. Before that, new students referred to persons studying for a lower or higher university degree who had registered in any degree programme in the university in question and who were studying on 20 September. Until 2001, a new student in university education referred to an individual who had started education in the university in question during the calendar year.

The statistics are based on person-based (in basic education, educational institution-based until 2019) data on students, qualifications and degrees. The student data are based on data collected by Statistics Finland from the organisers of education and obtained from the KOSKI and VIRTA data resources. The data on completed qualifications and degrees are mostly based on the qualification and degree register data collected by Statistics Finland from the organisers of education, and obtained from the KOSKI and VIRTA data resources, as well as from the matriculation examination register. Employment data are based on the employment statistics of Statistics Finland, and the data for these statistics are mostly obtained from administrative registers and other register-based data sets. The data represent total data.

Until 2019, the statistics on pre-primary and basic education were based on direct data collection from the organisers of education. As of 2020, the data are obtained from the KOSKI data resource of the Finnish National Agency for Education.

The national KOSKI data resource is used as the source data for statistics on vocational education coming under the education administration. The data on education outside the education administration are obtained from the student registers of the Emergency Services Academy Finland, Arctic Vocational Foundation, and the Training Institute for Prison and Probation Services, as well as the student registers of Åland.

The student data on general upper secondary education are based on the data kept in the KOSKI data resource of the Finnish National Agency for Education to which organisers of education transfer individual-based student data, and the data supplied by Ålands Gymnasium to Statistics Finland. The student and degree data on European Baccalaureate (EB) education are based on the data supplied by the educational institutions to Statistics Finland. Matriculation examination data are based on the matriculation examination register maintained by the Matriculation Examination Board.

Individual-based student and degree data obtained from the VIRTA data resource are used as the data source for the statistics on universities of applied sciences.

From the 2016 statistical year, the data on the Police University College operating under the auspices of the Ministry of the Interior have also been obtained from the VIRTA data resource. Högskolan på Åland is the only university of applied sciences supplying its student and degree data separately.

Individual-based student and degree data obtained from the national VIRTA data resource are used as the data source for university education statistics.
The National Defence University supplies its student and degree data separately.

Under an agreement between Statistics Finland and the Finnish National Agency for Education, Statistics Finland obtains from the KOSKI data resource, through an interface, data on pupils and students in pre-primary and basic education, individuals who have received the comprehensive school-leaving certificate, students in vocational education and those who have completed vocational qualifications, and students in general upper secondary education. The data on matriculation examinations are obtained from the Matriculation Examination Board.

The data on university of applied sciences education and university education are obtained from the VIRTA data resource. Data on education outside the auspices of the Finnish National Agency for Education are obtained separately in addition to the above data.

The data on pre-primary and basic education, general upper secondary education and vocational education are collected from the KOSKI data repository, once for each statistical year. The data are supplemented by means of separate data collection once a year. The data on matriculation examinations are obtained from the Matriculation Examination Board twice a year. The data on university of applied sciences education and university education are obtained from the VIRTA data resource twice a year, and the student data on 20 September, as described at the cross-sectional point in the autumn of the statistical year, and the data on degrees are collected in the spring following the statistical year.

Such matters as missing data, logical errors and data appearing twice are checked in the data on pre-primary and basic education, general upper secondary education and vocational education. The data are also compared with the corresponding data for the previous year. If corrections are required, the organisers of education and teaching are asked to enter the corrections in the KOSKI data resource. Following this, the data are retrieved again from the data repository. The checks are run again after the corrections have been received and entered in the correction program. This ensures that the corrections are correctly placed in the data. A small number of corrections must also be made directly to the data entered in the statistics if the educational institution has not yet entered them in the data resource. Statistics Finland has removed rights to study from the KOSKI data that it has received if the educational institution has notified Statistics Finland that the individuals in question have not started their studies. Corrections to the KOSKI data have involved changes to study start dates and missing financial data. A student who has obtained a vocational qualification is only entered in a single educational institution in the final statistics. A general upper secondary education student who has taken a matriculation examination can no longer study the entire general upper secondary education syllabus. 

With regard to universities of applied sciences and universities, check and error lists for students and degree data are run separately for each educational institution. The check programs (separately available for students and degrees) verify the data on all universities of applied sciences and universities, and produce key-based lists of errors for each university of applied sciences and university, and a PDF report on the students/ degrees of each educational institution. The error lists and reports are sent to each university of applied sciences/university. If the error list of the higher educational institution is empty, only the PDF report is sent with a comment that no errors were found. The educational institutions return details of the corrections in the error list to Statistics Finland and enter the corrections in the data resource. At Statistics Finland, corrections are entered in the data using correction software. If the data on the educational institution contain a large number of errors, Statistics Finland can retrieve the data again from the VIRTA data resource after the educational institution has entered the corrections in the resource.
The checks are run again after the corrections have been received and entered in the correction program. This ensures that the corrections are correctly placed in the data.


When the data (students and degrees) are ready, direct breakdowns are run from the data using SAS, and they are compared with the data lists, and any erroneous values are written down. Erroneous values are corrected so that the data are identical with the variable list description.

The data are supplemented with classifications and registers. Classifications from the educational classification and register of educational institutions are incorporated in the data. A nationality, municipality of residence and native language for the individuals are obtained from the data resource after the population register is complete. Data obtained from the educational institutions and the Population Information System are used for erroneous personal identity codes.

The data are final after the statistics have been published.

The data contained in the statistics on students and qualifications are validated in many stages during the statistical process. During the processing of the data, the high quality of the data on students and qualifications is ensured through various statistical verification programs, data requests addressed to data suppliers, and by comparing the data with comparable previously studied statistics, and other data sources.

The compilation of statistics is guided by the Statistics Act. The Statistics Act contains provisions on collection of data, processing of data and the obligation to provide data. Besides the Statistics Act, the Data Protection Act and the Act on the Openness of Government Activities are applied to processing of data when producing statistics. 

Statistics Finland compiles statistics in line with the EU’s regulations applicable to statistics, which steer the statistical agencies of all EU Member States.  

Further information: Statistical legislation 

The data contained in the statistics are used in the reporting of data to Eurostat as required under Commission Regulation (EU) No 912/2013 implementing Regulation (EC) No 452/2008 of the European Parliament and of the Council concerning the production and development of statistics on education and lifelong learning, as regards statistics on education and training systems.

The data protection of data collected for statistical purposes is guaranteed in accordance with the requirements of the Statistics Act (280/2004), the Act on the Openness of Government Activities (621/1999), the EU's General Data Protection Regulation (EU) 2016/679 and the Data Protection Act (1050/2018). The data materials are protected at all stages of processing with the necessary physical and technical solutions. Statistics Finland has compiled detailed directions and instructions for confidential processing of the data. Employees have access only to the data essential for their duties. The premises where unit-level data are processed are not accessible to outsiders. Members of the personnel have signed a pledge of secrecy upon entering the service. Violation of data protection is punishable. 

Further information: Data protection | Statistics Finland (stat.fi) 

The basic publications follow Statistics Finland’s official guidelines on the protection of tabulated personal data based on the principles of statistical ethics and legislation. The key guideline in data protection activities is to avoid publishing statistical data in a form from which an individual person can be identified. Data on students and qualifications belonging to the organisers of education or educational institutions are otherwise in the public domain because the education or training they organise is funded or supervised by a public authority (section 12 of the Statistics Act).

The tables in the database are more standardised and more specific than the tables used in the statistical release. Background variables are also typically more detailed than those used in the tables of the statistical release. To ensure data protection, the classification was already changed to less detailed at the table design stage; the database tables are not published using the most detailed possible classification variables for data protection reasons. Information services based on the statistics on students and qualifications follow the principles of the data protection guidelines for the publication of statistics on students and qualifications. However, when information service assignments are prepared, the case-specific nature of assignments and in particular, the impact of small numbers of observations and (possibly) more precise background variables on data protection should be taken into account. If the data service table contains sensitive variables such as nationality or main type of activity, rougher classifications must be used for other variables (such as regional data). Alternatively, data on the nationality of foreigners can be provided at educational institution level with the accuracy of region and language classification Finnish-Swedish-other. If it is inconvenient to make the variables less detailed, a threshold rule can be applied.

Statistics Finland publishes new statistical data at 8 am on weekdays in its web service. The release times of statistics are given in advance in the release calendar available in the web service. The data are public after they have been updated in the web service. 

Further information: Publication principles for statistics at Statistics Finland 

Data contained in the statistics on students and qualifications are supplied for the use of the education administration.

Data contained in the statistics are reported to UNESCO, the OECD and Eurostat in the UOE education statistics survey, and in related separate surveys.

Statistical data are published as database tables in the StatFin database. The database is the primary publishing site of data, and new data are updated first there. When releasing statistical data, existing database tables can be updated with new data or completely new database tables can be published.   

In addition to statistical data published in the StatFin database, a release on the key data is usually published in the web service. If the release contains data concerning several reference periods (e.g. monthly and annual data), a review bringing together these data is published in the web service. Database tables updated at the time of publication are listed both in the release and in the review. In some cases, statistical data can also be published as mere database releases in the StatFin database. No release or review is published in connection with these database releases. 

Releases and database tables are published in three languages, in Finnish, Swedish and English. The language versions of releases may have more limited content than in Finnish.   

Information about changes in the publication schedules of releases and database tables and about corrections are given as change releases in the web service. 

Revisions – i.e. improvements in the accuracy of statistical data already published – are a normal feature of statistical production and result in improved quality of statistics. The principle is that statistical data are based on the best available data and information concerning the statistical phenomenon. On the other hand, the revisions are communicated as transparently as possible in advance. Advance communication ensures that the users can prepare for the data revisions. 

The reason why data in statistical releases become revised is often caused by the data becoming supplemented. Then the new, revised statistical figure is based on a wider information basis and describes the phenomenon more accurately than before. 

Revisions of statistical data may also be caused by the calculation method used, such as annual benchmarking or updating of weight structures. Changes of base years and used classifications may also cause revisions to data. 

The quality of the statistics on students and qualifications is assessed at several different stages of the statistical process. During the processing of the data, the quality of the data on students and qualifications is ensured through various statistical verification programs, data requests addressed to data suppliers, and by comparing the data with comparable previously published statistics and other data sources.

Quality management requires comprehensive guidance of activities. The quality management framework of the field of statistics is the European Statistics Code of Practice (CoP). The quality criteria of Official Statistics of Finland are also compatible with the European Statistics Code of Practice. 

Further information: Quality management | Statistics Finland (stat.fi)

Data are released to all users at the same time. Statistical data may only be handled at Statistics Finland and information on them may be given before release only by persons involved in the production of the statistics concerned or who need the data of the statistics concerned in their own work before the data are published. 

Further information: Publication principles for statistics 

Unless otherwise separately stated in connection with the product, data or service concerned, Statistics Finland is the producer of the data and the owner of the copyright. The terms of use for statistical data.