4.3 Preparing inputs

To demonstrate the key functionalities of the SDMX Constructor, it is helpful to have a dummy dataset modelled appropriately.

Imagine a country called Demoland and its National Statistical Office (NSO), Demoland NSO. Imagine the Demoland NSO is creating SDMX artefacts for its data in the following two tables.

Table 4.1: Unemployment Rate by sex and region
Region 2015 2015 2015 2016 2016 2016
Men Women Both Sexes Men Women Both Sexes
Cities and Towns 14.4 20.7 17.6 14.4 21 17.2
Urban Villages 27.8 30.3 29.1 28.2 29.4 29.1
Rural Areas 26.2 29.6 28 26.2 29.5 27.1
Total 24 27.9 26 24 27.9 26
Table 4.2: Population outside the labour force by sex and age group (2022)
Age Group Men Women Both Sexes
15-24 130,088 133,770 263,856
25-34 33,165 60,240 93,405
35-44 21,970 38,944 60,914
45-54 18,631 36,403 55,034
55-64 26,821 44,010 70,831
65+ 45,323 78,725 124,048
Total 275,997 392,092 668,088

After modelling the data in both tables, we have the following ConceptScheme and Codelist arranged below. Note that the order of the columns in the following tables is per the SDMX Constructor’s bulk load default templates (ConceptScheme and Codelist).

ConceptScheme:

Table 4.3: ConceptScheme
Concept ID Concept Name Description Codelist ID
INDICATOR Indicator Refers to statistical measure describing a particular aspect of a social, economic or environmental phenomenon CL_INDICATOR
UNIT_MEASURE Unit of measure Unit in which the observation values are expressed CL_UNIT_MEASURE
SEX Sex State of being male or female CL_SEX
GEO Geographic area Refers to Urban or Rural locations CL_GEO
TIME_PERIOD Time period Timespan or point in time to which the observation refers CL_TIME_PERIOD
FREQ Frequency Time interval at which observations occur over a given time period CL_FREQ
AGE Age groups Length of time that an entity has lived or existed CL_AGE
OBS_VALUE Observation values Refers to data or observation values CL_OBS_VALUE

Codelist:

Table 4.4: Codelist
Codelist ID Concept Name Code ID Code Name
CL_INDICATOR Indicator UNER Unemployment Rate
CL_INDICATOR Indicator POLF Population outside the labour force
CL_UNIT_MEASURE Unit of measure RT Rate
CL_UNIT_MEASURE Unit of measure PS Persons
CL_SEX Sex M Men
CL_SEX Sex F Women
CL_SEX Sex _T Both Sexes (Total)
CL_GEO Geographical area M Cities and Towns (Metropolitan Area)
CL_GEO Geographical area U Urban Villages
CL_GEO Geographical area R Rural Areas
CL_GEO Geographical area _T Total
CL_FREQ Frequency A Annual
CL_AGE Age groups 15T24 15-24
CL_AGE Age groups 25T34 25-34
CL_AGE Age groups 35T44 35-44
CL_AGE Age groups 45T54 45-54
CL_AGE Age groups 55T64 55-64
CL_AGE Age groups GE65 65+
CL_AGE Age groups _T Total

We will use these dummy datasets in this user manual to illustrate some critical functionalities of SDMX Constructor.