Open Data Hub - Daniele Gobbetti - Towards better data quality through open source data validation tools

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The document discusses using open source data validation tools to improve data quality. The AlpineBits Alliance has developed a free software tool for validating data exchanges between members. Hosting this tool on the Open Data Hub could help interested companies get certified for compliance more quickly and ease onboarding to become data providers. This represents a win-win scenario where more free software is created, data quality is improved, and certification processes become more transparent.

Technologie

Towards better data
quality through
open source data
validation tools
Open Data Hub Day 2023 - https://DanieleGobbetti.it

If you exchange data, you
want to validate them

Actor-to-Actor data exchange
Built upon international best practices
➔ Includes bookings and
reservations
➔ Value of several mil. EUR/year
Source: AlpineBits Alliance Report, 2021
EST.
2011

Certiﬁcation process since 2015
Not mandatory, for a fee
EST.
2011
➔ Based on Free-software tool
made for the Alliance
➔ Potential source of revenues

OPEN DATA HUB hosts a certiﬁed
AlpineBits interface
➔ Potentially any AlpineBits Actor
could interact with ODH
➔ Onboarding efforts could be big

no AlpineBits:
A tale of Onboarding
no AlpineBits:
󰵗 💶
🤝
🏨

no AlpineBits:
:
󰵗 💶
🤝 󰞵 🤕 󰷻 ⏳⌛⏳ 🛴⏳🚲⏳
🏨
A tale of Onboarding: with AlpineBits
risks: ⬇
stability: ⬆
developers' morale: ⬆
time needed: ⬇
🤝 󰞵 😁 ⌛⌛🛴⌛🚲⌛

no AlpineBits:
:
+ cert:
󰵗 💶
🤝 󰞵 🤕 󰷻 ⏳⌛⏳ 🛴⏳🚲⏳
🏨
A tale of Onboarding: with certiﬁed AlpineBits
🤝 󰞵 😁 ⌛⌛🛴⌛🚲⌛
risks: ⬇
stability: ⬆
developers' morale: ⬆
time needed: ⬇
required steps: ⬇
🤝 󰞵 😁 ⌛🚲⌛

➔ AlpineBits makes its FLOSS testing tool
available
➔ ODH hosts the tool with a self-service
approach
➔ interested companies interact with the tool
and get a compliance check
➔ compliant implementation gets fast-tracked
as ODH data provider/consumer

➔ __________ makes its FLOSS testing tool
available
➔ ODH hosts the tool with a self-service
approach
➔ interested companies interact with the tool
and get a compliance check
➔ compliant implementation gets fast-tracked
as ODH data provider/consumer
❔❓❔❓❔❓

Results
➔ More free software being developed
➔ Better data quality and lower onboarding efforts for Open
Data Hub
➔ More visibility for certiﬁcation processes: incentive for data
providers to implement/release testing tools
➔ WIN - WIN - WIN

THANK YOU
Template by : @ealita.id, 2020. Logos used with permission
Daniele Gobbetti - Freelancer
I empower small companies to master big projects
Open Data Hub Day 2023 - https://DanieleGobbetti.it

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