JSON-stat in the Sea of Standards

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in the Sea of Standards
Workshop of the Expert Group on SDMX
OECD, Paris, 23 October 2018
Xavier Badosa
Statistical Instit...

SDMX
DDI JSON-stat
XBRL
GSBPM GSIM
Dublin Core MARC
PREMIS
METS
OFX IFX
FpML
OAGIS
BPMN
finXML ebXML ...

SDMX
DDI JSON-stat
XBRL
GSBPM GSIM
Dublin Core MARC
PREMIS
METS
OFX IFX
FpML
OAGIS
BPMN
finXML ebXML ...

SDMX
DDI JSON-stat
XBRL
Standards

SDMX
DDI JSON-stat
XBRL
Formats

SDMX-EDI SDMX-JSONSDMX-CSV
DDI JSON-stat
XBRL
SDMX-ML
Formats

SDMX-EDI SDMX-JSONSDMX-CSV
DDI JSON-statCSV-stat
XBRL CSV
SDMX-ML PX PX-JSON
Formats
OData

SDMX-EDI SDMX-JSONSDMX-CSV
DDI JSON-statCSV-stat
XBRL CSV
SDMX-ML PX PX-JSON
Census JSON BLS JSON BEA JSON
ONS JSON StatCa...

SDMX-EDI SDMX-JSONSDMX-CSV
DDI JSON-statCSV-stat
XBRL CSV
SDMX-ML PX PX-JSON
Census JSON BLS JSON BEA JSON
ONS JSONWB JSON...

SDMX-EDI SDMX-JSONSDMX-CSV
DDI JSON-statCSV-stat
XBRL CSV
SDMX-ML PX PX-JSON
…
*-JSON
OData
Apples and oranges

SDMX-EDI SDMX-JSONSDMX-CSV
DDI JSON-statCSV-stat
XBRL CSV
SDMX-ML PX PX-JSON
Exchange
*-JSON
OData

SDMX-EDI SDMX-JSONSDMX-CSV
DDI JSON-statCSV-stat
XBRL CSV
SDMX-ML PX PX-JSON
Download
*-JSON
OData

SDMX-EDI SDMX-JSONSDMX-CSV
DDI JSON-statCSV-stat
XBRL CSV
SDMX-ML PX PX-JSON
Web APIs
*-JSON
OData

Exchange Download Web APIs
1 to 1 (known) 1 to many (unknown)

agreement
Exchange Download Web APIs
1 to 1 1 to many(known) (unknown)
no agreement

agreement
Exchange Download Web APIs
1 to 1 1 to many(known) (unknown)
facilitate the reuse
of our data

agreement
Exchange Download Web APIs
1 to 1 1 to many(known) (unknown)
user-friendly
approach

Exchange Download Web APIs
1 to 1 1 to many(known) (unknown)
format-agnosticagreement
features
tools

SDMX-ML
Exchange Download Web APIs
1 to 1 1 to many(known) (unknown)
as many popular
formats as possible

SDMX-ML
Exchange Download Web APIs
1 to 1 1 to many(known) (unknown)
CSV
PX
Excel
R
SAS
SPSS
…

SDMX-JSON
JSON-stat
PX-JSON
Web APIs
*-JSON
OData

7,000Human Languages
Ole Xavier
Danish Catalan
Hello 你好 ‫مرحبا‬
bridge standard(s)

7,000Human Languages
Danish Catalan
English
bridge standard(s)
native
shared adoption

Towards a topography of statistical web API formats

*
*
* * * * * * * * * * *
* * * * * * * * * * *

OData
JSON-statPX-JSON
SDMX-JSON
*
*
* * * * * * * * * * *
* * * * * * * * * * *

SDMX Roadmap 2020
2. Making data usage easier
2.1 Encourage the use of SDMX for data dissemination and for
more interactiv...

SDMX Roadmap 2020
2. Making data usage easier
‘Easy-to-use’ SDMX-compatible formats, more harmonised SDMX
implementations,...

JSON-stat SDMX-JSON
Easier JSON-stat support
in SDMX infrastructures
JSON-stat as an SDMX-
compatible format

JSON-stat SDMX-JSON
tools
features
Easier JSON-stat support
in SDMX infrastructures
JSON-stat as an SDMX-
compatible format

"observations": {
"0:0:0:0:0:0": [36031.7608618513, 0, null],
"0:0:1:0:0:0": [19533.898066707, 0, null],
"0:0:2:0:0:0": [1...

[
{
"value": 36031.7608618513,
"SEX": "All persons",
"FREQUENCY": "Annual",
"SERIES": "Unemployment",
"AGE": "Total",
"TIM...

[
{
"value": 36031.7608618513,
"SEX": "All persons",
"FREQUENCY": "Annual",
"SERIES": "Unemployment",
"AGE": "Total",
"TIM...

SDMX-JSON

SDMX-JSON
mapDataSetsToJsonStat()
Experimental
2014
JavaScript

SDMX-JSON
Python
JavaScript

JSON-stat

JavaScript
JSON-stat
fromSDMX()

Python
JavaScript
JSON-stat

Java
Python
JavaScript
JSON-stat

Julia
Java
Python
JavaScript
JSON-stat

R
Julia
Java
Python
JavaScript
JSON-stat

CLI
R
Julia
Java
Python
JavaScript
sdmx2jsonstat
csv2jsonstat
jsonstat2csv
jsonstat2arrobj
JSON-stat

"observations": {
"0:0:0:0:0:0": [36031.7608618513, 0, null],
"0:0:1:0:0:0": [19533.898066707, 0, null],
"0:0:2:0:0:0": [1...

R
Julia
Java
Python
JavaScript
JSON-stat
CLI

JSON-stat SDMX-JSON
tools
features

light

SDMX-ML Generic Data 16.5 MB
PX-JSON 5.1 MB
JSON-stat 0.8 MB
Statistics Sweden
Dataset AM040
13 x 10 x 5 x 1 x 584 = 87,60...

OECD
Dataset PDB_GR
53 x 32 x 6 x 48 = 488,448 obs.
SDMX-ML Generic Data 5.2 MB
SDMX-JSON flat flavor 2.9 MB
JSON-stat 1.4...

JSON-stat SDMX-JSON
tools
features

JSON-stat SDMX-JSON
simple
semantically
rich
semantically
dimensions
attributes
measuresdimensions

SDMX-JSON
SDMX IM
SDMX COGs
...
SDMX IM
SDMX COGs
...
SDMX-ML

SDMX-JSON
SDMX IM
SDMX COGs
...
SDMX IM
SDMX COGs
...
SDMX-ML
SDM
XLAND

SDMX-JSON
SDMX IM
SDMX COGs
...
SDMX IM
SDMX COGs
...
SDMX-ML
JSON-stat

JSON-stat SDMX-JSON
simple
semantically
rich
semantically
designed to
adapt & grow

JSON-stat
simple
semantically
designed to
adapt & grow
most properties
optional
extensible

SDMX-JSONJSON-stat

JSON-stat
SDMX
extension
as an SDMX-compatible format

JSON-stat SDMX-JSON
mappingstandardized
Easier JSON-stat support
in SDMX infrastructures
JSON-stat as an SDMX-
compatible ...

JSON-stat SDMX-JSON
mappingstandardized
Easier JSON-stat support
in SDMX infrastructures
JSON-stat as an SDMX-
compatible ...

Boiling Ocean by tosa muu | CC BY-NC
Speech Icon by mcmurryjulie (pixabay.com) | CC0
Old Phone Icon by SVGSilh.com | CC0
D...

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