FAIR Wizard
@fair-wizard.com
Building a data management planning platform focusing on integrations into existing research workflows.
Join DMP insights and tips → https://fair-wizard.com/newsletter?utm_source=bsky&utm_content=bio
Posts about #DMPs, #FAIRdata, #OpenScience, and mor
Join DMP insights and tips → https://fair-wizard.com/newsletter?utm_source=bsky&utm_content=bio
Posts about #DMPs, #FAIRdata, #OpenScience, and mor
FAIR Wizard 4.22 brought an improved integration setup for the Integration Question. It is now easier than ever, with helpful suggestions and a built-in preview!
Try it yourself: fair-wizard.com/get-started
Try it yourself: fair-wizard.com/get-started
November 24, 2025 at 12:23 PM
FAIR Wizard 4.22 brought an improved integration setup for the Integration Question. It is now easier than ever, with helpful suggestions and a built-in preview!
Try it yourself: fair-wizard.com/get-started
Try it yourself: fair-wizard.com/get-started
𝗙𝗔𝗜𝗥 𝗪𝗶𝘇𝗮𝗿𝗱 makes research data management simple.
Connect it to your CRIS system and generate complete DMPs automatically.
𝗙𝗮𝘀𝘁, 𝗶𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗲𝗱, 𝗮𝗻𝗱 𝗮𝗰𝘁𝗶𝗼𝗻𝗮𝗯𝗹𝗲.
🔗 fair-wizard.com?utm_source=b...
#FAIRdata #OpenScience #FAIRWizard
Connect it to your CRIS system and generate complete DMPs automatically.
𝗙𝗮𝘀𝘁, 𝗶𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗲𝗱, 𝗮𝗻𝗱 𝗮𝗰𝘁𝗶𝗼𝗻𝗮𝗯𝗹𝗲.
🔗 fair-wizard.com?utm_source=b...
#FAIRdata #OpenScience #FAIRWizard
November 10, 2025 at 8:39 AM
𝗙𝗔𝗜𝗥 𝗪𝗶𝘇𝗮𝗿𝗱 makes research data management simple.
Connect it to your CRIS system and generate complete DMPs automatically.
𝗙𝗮𝘀𝘁, 𝗶𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗲𝗱, 𝗮𝗻𝗱 𝗮𝗰𝘁𝗶𝗼𝗻𝗮𝗯𝗹𝗲.
🔗 fair-wizard.com?utm_source=b...
#FAIRdata #OpenScience #FAIRWizard
Connect it to your CRIS system and generate complete DMPs automatically.
𝗙𝗮𝘀𝘁, 𝗶𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗲𝗱, 𝗮𝗻𝗱 𝗮𝗰𝘁𝗶𝗼𝗻𝗮𝗯𝗹𝗲.
🔗 fair-wizard.com?utm_source=b...
#FAIRdata #OpenScience #FAIRWizard
𝗙𝗔𝗜𝗥 𝗪𝗶𝘇𝗮𝗿𝗱 makes Data Management Plans easier to collaborate on:
✍️ Editor Notes = internal team discussion
💬 Comments = reviewer feedback
🔑 Share as Editors or Commenters
#FAIRdata #OpenScience #RDM
✍️ Editor Notes = internal team discussion
💬 Comments = reviewer feedback
🔑 Share as Editors or Commenters
#FAIRdata #OpenScience #RDM
October 13, 2025 at 7:35 AM
𝗙𝗔𝗜𝗥 𝗪𝗶𝘇𝗮𝗿𝗱 makes Data Management Plans easier to collaborate on:
✍️ Editor Notes = internal team discussion
💬 Comments = reviewer feedback
🔑 Share as Editors or Commenters
#FAIRdata #OpenScience #RDM
✍️ Editor Notes = internal team discussion
💬 Comments = reviewer feedback
🔑 Share as Editors or Commenters
#FAIRdata #OpenScience #RDM
Messy spreadsheets and scattered notes slow down research. A 𝗗𝗮𝘁𝗮 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗣𝗹𝗮𝗻 keeps everything organized, transparent, and future-proof. Good research isn’t just insights, it’s order.
#Research #OpenScience
#Research #OpenScience
September 29, 2025 at 7:17 AM
Messy spreadsheets and scattered notes slow down research. A 𝗗𝗮𝘁𝗮 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗣𝗹𝗮𝗻 keeps everything organized, transparent, and future-proof. Good research isn’t just insights, it’s order.
#Research #OpenScience
#Research #OpenScience
🤖 Making your data machine-readable is not optional anymore.
Understandable formats like RDF, OWL, JSON-LD, and JSON Schema enable AI, automation, and future-proof interoperability.
Are you using any of them?
#SemanticWeb #RDF #JSONLD
Understandable formats like RDF, OWL, JSON-LD, and JSON Schema enable AI, automation, and future-proof interoperability.
Are you using any of them?
#SemanticWeb #RDF #JSONLD
September 15, 2025 at 9:06 AM
🤖 Making your data machine-readable is not optional anymore.
Understandable formats like RDF, OWL, JSON-LD, and JSON Schema enable AI, automation, and future-proof interoperability.
Are you using any of them?
#SemanticWeb #RDF #JSONLD
Understandable formats like RDF, OWL, JSON-LD, and JSON Schema enable AI, automation, and future-proof interoperability.
Are you using any of them?
#SemanticWeb #RDF #JSONLD
FAIR Wizard can be adapted for you. Find out how to set it up to suit your style.
September 8, 2025 at 7:04 AM
FAIR Wizard can be adapted for you. Find out how to set it up to suit your style.
🧩 𝗔𝗣𝗜𝘀 𝗠𝗮𝗸𝗲 𝗙𝗔𝗜𝗥 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀 𝗣𝗼𝘀𝘀𝗶𝗯𝗹𝗲
In modern research, tools must talk to each other. Manual data stewardship can get you started, but for scale, automation is key.
In modern research, tools must talk to each other. Manual data stewardship can get you started, but for scale, automation is key.
September 1, 2025 at 7:52 AM
🧩 𝗔𝗣𝗜𝘀 𝗠𝗮𝗸𝗲 𝗙𝗔𝗜𝗥 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀 𝗣𝗼𝘀𝘀𝗶𝗯𝗹𝗲
In modern research, tools must talk to each other. Manual data stewardship can get you started, but for scale, automation is key.
In modern research, tools must talk to each other. Manual data stewardship can get you started, but for scale, automation is key.
How can you guide researchers toward FAIR data practices?
FAIR Wizard uses smart questionnaires and weighted metrics to show strengths, gaps, and overall DMP quality.
Better data starts with better guidance.
#FAIRData #OpenScience #DMP
FAIR Wizard uses smart questionnaires and weighted metrics to show strengths, gaps, and overall DMP quality.
Better data starts with better guidance.
#FAIRData #OpenScience #DMP
August 18, 2025 at 12:55 PM
How can you guide researchers toward FAIR data practices?
FAIR Wizard uses smart questionnaires and weighted metrics to show strengths, gaps, and overall DMP quality.
Better data starts with better guidance.
#FAIRData #OpenScience #DMP
FAIR Wizard uses smart questionnaires and weighted metrics to show strengths, gaps, and overall DMP quality.
Better data starts with better guidance.
#FAIRData #OpenScience #DMP
🧠 Data without context is just noise.
Outdated info leads to bad calls.
✅ Keep it fresh
⚠️ Flag stale data
🔁 Review sources regularly
Clarity + currency = real understanding.
#DataQuality #Metadata #DecisionMaking
Outdated info leads to bad calls.
✅ Keep it fresh
⚠️ Flag stale data
🔁 Review sources regularly
Clarity + currency = real understanding.
#DataQuality #Metadata #DecisionMaking
August 11, 2025 at 6:19 AM
🧠 Data without context is just noise.
Outdated info leads to bad calls.
✅ Keep it fresh
⚠️ Flag stale data
🔁 Review sources regularly
Clarity + currency = real understanding.
#DataQuality #Metadata #DecisionMaking
Outdated info leads to bad calls.
✅ Keep it fresh
⚠️ Flag stale data
🔁 Review sources regularly
Clarity + currency = real understanding.
#DataQuality #Metadata #DecisionMaking
Not only can you keep your research data under control with 𝗙𝗔𝗜𝗥 𝗪𝗶𝘇𝗮𝗿𝗱, but you can also 𝗴𝗮𝗶𝗻 𝗶𝗻𝘀𝗶𝗴𝗵𝘁𝘀 from the data about your data.
The Analytics of 𝗙𝗔𝗜𝗥 𝗪𝗶𝘇𝗮𝗿𝗱 is the place to find them.
#DataManagement #DMP #FAIRData #ResearchTools #DMPtool #FAIRWizard
The Analytics of 𝗙𝗔𝗜𝗥 𝗪𝗶𝘇𝗮𝗿𝗱 is the place to find them.
#DataManagement #DMP #FAIRData #ResearchTools #DMPtool #FAIRWizard
August 4, 2025 at 7:06 AM
Not only can you keep your research data under control with 𝗙𝗔𝗜𝗥 𝗪𝗶𝘇𝗮𝗿𝗱, but you can also 𝗴𝗮𝗶𝗻 𝗶𝗻𝘀𝗶𝗴𝗵𝘁𝘀 from the data about your data.
The Analytics of 𝗙𝗔𝗜𝗥 𝗪𝗶𝘇𝗮𝗿𝗱 is the place to find them.
#DataManagement #DMP #FAIRData #ResearchTools #DMPtool #FAIRWizard
The Analytics of 𝗙𝗔𝗜𝗥 𝗪𝗶𝘇𝗮𝗿𝗱 is the place to find them.
#DataManagement #DMP #FAIRData #ResearchTools #DMPtool #FAIRWizard
Tired of clunky DMP forms?
FAIR Wizard creates smart, adaptive data plans with only relevant questions, tailored to your research. Save time, reduce noise, stay FAIR.
Try it now: fair-wizard.com/get-started?...
FAIR Wizard creates smart, adaptive data plans with only relevant questions, tailored to your research. Save time, reduce noise, stay FAIR.
Try it now: fair-wizard.com/get-started?...
July 21, 2025 at 8:37 AM
Tired of clunky DMP forms?
FAIR Wizard creates smart, adaptive data plans with only relevant questions, tailored to your research. Save time, reduce noise, stay FAIR.
Try it now: fair-wizard.com/get-started?...
FAIR Wizard creates smart, adaptive data plans with only relevant questions, tailored to your research. Save time, reduce noise, stay FAIR.
Try it now: fair-wizard.com/get-started?...
Collect. Govern. Improve.
Turn messy research data into a valuable asset: structure it, set clear rules, and refine for reuse (FAIR). Tools like FAIR Wizard make it easier. Small steps = big impact.
#FAIRData #OpenScience #DataManagement
Turn messy research data into a valuable asset: structure it, set clear rules, and refine for reuse (FAIR). Tools like FAIR Wizard make it easier. Small steps = big impact.
#FAIRData #OpenScience #DataManagement
July 14, 2025 at 7:19 AM
Collect. Govern. Improve.
Turn messy research data into a valuable asset: structure it, set clear rules, and refine for reuse (FAIR). Tools like FAIR Wizard make it easier. Small steps = big impact.
#FAIRData #OpenScience #DataManagement
Turn messy research data into a valuable asset: structure it, set clear rules, and refine for reuse (FAIR). Tools like FAIR Wizard make it easier. Small steps = big impact.
#FAIRData #OpenScience #DataManagement
𝗚𝗿𝗼𝘄 𝘆𝗼𝘂𝗿 𝗱𝗮𝘁𝗮 🌱
1️⃣ Start with raw data (your seeds)
2️⃣ Process & add metadata (nurture it)
3️⃣ Share it so others can reuse (let it bloom)
Clean, documented data = data that keeps giving. 🌳✨
1️⃣ Start with raw data (your seeds)
2️⃣ Process & add metadata (nurture it)
3️⃣ Share it so others can reuse (let it bloom)
Clean, documented data = data that keeps giving. 🌳✨
July 9, 2025 at 12:56 PM
𝗚𝗿𝗼𝘄 𝘆𝗼𝘂𝗿 𝗱𝗮𝘁𝗮 🌱
1️⃣ Start with raw data (your seeds)
2️⃣ Process & add metadata (nurture it)
3️⃣ Share it so others can reuse (let it bloom)
Clean, documented data = data that keeps giving. 🌳✨
1️⃣ Start with raw data (your seeds)
2️⃣ Process & add metadata (nurture it)
3️⃣ Share it so others can reuse (let it bloom)
Clean, documented data = data that keeps giving. 🌳✨
📁 𝗬𝗼𝘂𝗿 𝗱𝗮𝘁𝗮 𝗻𝗲𝗲𝗱𝘀 𝗮 𝗗𝗠𝗣, 𝗻𝗼𝘁 final-final2.zip
Without a Data Management Plan, your data gets lost and messy.
With one, it stays clear, usable, and future-proof.
Plan it now. Thank yourself later.
Without a Data Management Plan, your data gets lost and messy.
With one, it stays clear, usable, and future-proof.
Plan it now. Thank yourself later.
July 7, 2025 at 2:55 PM
📁 𝗬𝗼𝘂𝗿 𝗱𝗮𝘁𝗮 𝗻𝗲𝗲𝗱𝘀 𝗮 𝗗𝗠𝗣, 𝗻𝗼𝘁 final-final2.zip
Without a Data Management Plan, your data gets lost and messy.
With one, it stays clear, usable, and future-proof.
Plan it now. Thank yourself later.
Without a Data Management Plan, your data gets lost and messy.
With one, it stays clear, usable, and future-proof.
Plan it now. Thank yourself later.
A DMP can be a checkbox or a launchpad.
Plan well, and your data becomes shareable, reusable, and impactful.
Use your DMP to power your research, not just please your funder.
#FAIRWizard #DMP #ResearchImpact #FAIRData
Plan well, and your data becomes shareable, reusable, and impactful.
Use your DMP to power your research, not just please your funder.
#FAIRWizard #DMP #ResearchImpact #FAIRData
June 30, 2025 at 2:09 PM
A DMP can be a checkbox or a launchpad.
Plan well, and your data becomes shareable, reusable, and impactful.
Use your DMP to power your research, not just please your funder.
#FAIRWizard #DMP #ResearchImpact #FAIRData
Plan well, and your data becomes shareable, reusable, and impactful.
Use your DMP to power your research, not just please your funder.
#FAIRWizard #DMP #ResearchImpact #FAIRData
Ah yes, the classic DMP.docx. Perfect for humans to forget and machines to ignore.
June 27, 2025 at 7:15 AM
Ah yes, the classic DMP.docx. Perfect for humans to forget and machines to ignore.
🌍 𝗔 𝘀𝘂𝗰𝗰𝗲𝘀𝘀𝗳𝘂𝗹 𝗗𝗮𝘁𝗮 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗣𝗹𝗮𝗻 covers:
🔹 Data description
🔹 Storage & backup
🔹 Access & sharing
🔹 Roles & responsibilities
🔹 Long-term preservation
Make it 𝗙𝗔𝗜𝗥: Findable, Accessible, Interoperable, Reusable.
Tools like FAIR Wizard can help.
#FAIRData #DataStewardship #OpenScience
🔹 Data description
🔹 Storage & backup
🔹 Access & sharing
🔹 Roles & responsibilities
🔹 Long-term preservation
Make it 𝗙𝗔𝗜𝗥: Findable, Accessible, Interoperable, Reusable.
Tools like FAIR Wizard can help.
#FAIRData #DataStewardship #OpenScience
June 23, 2025 at 11:44 AM
🌍 𝗔 𝘀𝘂𝗰𝗰𝗲𝘀𝘀𝗳𝘂𝗹 𝗗𝗮𝘁𝗮 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗣𝗹𝗮𝗻 covers:
🔹 Data description
🔹 Storage & backup
🔹 Access & sharing
🔹 Roles & responsibilities
🔹 Long-term preservation
Make it 𝗙𝗔𝗜𝗥: Findable, Accessible, Interoperable, Reusable.
Tools like FAIR Wizard can help.
#FAIRData #DataStewardship #OpenScience
🔹 Data description
🔹 Storage & backup
🔹 Access & sharing
🔹 Roles & responsibilities
🔹 Long-term preservation
Make it 𝗙𝗔𝗜𝗥: Findable, Accessible, Interoperable, Reusable.
Tools like FAIR Wizard can help.
#FAIRData #DataStewardship #OpenScience
Plan your Data Management early, not at the end.
It saves time, avoids confusion, and makes reuse possible.
FAIR Wizard helps you do it right from the start — so your data keeps working long after your project ends.
#FAIRWizard #DataStewardship #DMP
It saves time, avoids confusion, and makes reuse possible.
FAIR Wizard helps you do it right from the start — so your data keeps working long after your project ends.
#FAIRWizard #DataStewardship #DMP
June 18, 2025 at 12:23 PM
Plan your Data Management early, not at the end.
It saves time, avoids confusion, and makes reuse possible.
FAIR Wizard helps you do it right from the start — so your data keeps working long after your project ends.
#FAIRWizard #DataStewardship #DMP
It saves time, avoids confusion, and makes reuse possible.
FAIR Wizard helps you do it right from the start — so your data keeps working long after your project ends.
#FAIRWizard #DataStewardship #DMP
Unlabeled data is just a mystery jar.
Without metadata, it's guesswork.
With FAIR Wizard, your data gets structure, context, and reuse potential.
Stop guessing. Start understanding.
#FAIRData #MetadataMatters #FAIRWizard #OpenScience
Without metadata, it's guesswork.
With FAIR Wizard, your data gets structure, context, and reuse potential.
Stop guessing. Start understanding.
#FAIRData #MetadataMatters #FAIRWizard #OpenScience
June 16, 2025 at 1:40 PM
Unlabeled data is just a mystery jar.
Without metadata, it's guesswork.
With FAIR Wizard, your data gets structure, context, and reuse potential.
Stop guessing. Start understanding.
#FAIRData #MetadataMatters #FAIRWizard #OpenScience
Without metadata, it's guesswork.
With FAIR Wizard, your data gets structure, context, and reuse potential.
Stop guessing. Start understanding.
#FAIRData #MetadataMatters #FAIRWizard #OpenScience
“Data for later” often means “data never again.”
Planning makes reuse possible. 𝗙𝗔𝗜𝗥 makes it sustainable.
Planning makes reuse possible. 𝗙𝗔𝗜𝗥 makes it sustainable.
June 11, 2025 at 8:56 AM
“Data for later” often means “data never again.”
Planning makes reuse possible. 𝗙𝗔𝗜𝗥 makes it sustainable.
Planning makes reuse possible. 𝗙𝗔𝗜𝗥 makes it sustainable.
🚀 FAIR data isn’t just for today.
Personal laptops lose data.
Domain repositories preserve it for decades.
Make your data 𝗙𝗶𝗻𝗱𝗮𝗯𝗹𝗲, 𝗔𝗰𝗰𝗲𝘀𝘀𝗶𝗯𝗹𝗲, 𝗜𝗻𝘁𝗲𝗿𝗼𝗽𝗲𝗿𝗮𝗯𝗹𝗲, 𝗥𝗲𝘂𝘀𝗮𝗯𝗹𝗲.
The real question: will anyone reuse your data 10 years from now?
#FAIRdata #OpenScience #DataPreservation
Personal laptops lose data.
Domain repositories preserve it for decades.
Make your data 𝗙𝗶𝗻𝗱𝗮𝗯𝗹𝗲, 𝗔𝗰𝗰𝗲𝘀𝘀𝗶𝗯𝗹𝗲, 𝗜𝗻𝘁𝗲𝗿𝗼𝗽𝗲𝗿𝗮𝗯𝗹𝗲, 𝗥𝗲𝘂𝘀𝗮𝗯𝗹𝗲.
The real question: will anyone reuse your data 10 years from now?
#FAIRdata #OpenScience #DataPreservation
June 9, 2025 at 8:43 AM
🚀 FAIR data isn’t just for today.
Personal laptops lose data.
Domain repositories preserve it for decades.
Make your data 𝗙𝗶𝗻𝗱𝗮𝗯𝗹𝗲, 𝗔𝗰𝗰𝗲𝘀𝘀𝗶𝗯𝗹𝗲, 𝗜𝗻𝘁𝗲𝗿𝗼𝗽𝗲𝗿𝗮𝗯𝗹𝗲, 𝗥𝗲𝘂𝘀𝗮𝗯𝗹𝗲.
The real question: will anyone reuse your data 10 years from now?
#FAIRdata #OpenScience #DataPreservation
Personal laptops lose data.
Domain repositories preserve it for decades.
Make your data 𝗙𝗶𝗻𝗱𝗮𝗯𝗹𝗲, 𝗔𝗰𝗰𝗲𝘀𝘀𝗶𝗯𝗹𝗲, 𝗜𝗻𝘁𝗲𝗿𝗼𝗽𝗲𝗿𝗮𝗯𝗹𝗲, 𝗥𝗲𝘂𝘀𝗮𝗯𝗹𝗲.
The real question: will anyone reuse your data 10 years from now?
#FAIRdata #OpenScience #DataPreservation
Data stewards can’t scale alone.
They need tools that encode their guidance and lighten the load.
We help build those tools.
#DataStewardship #RDM
They need tools that encode their guidance and lighten the load.
We help build those tools.
#DataStewardship #RDM
June 4, 2025 at 7:41 AM
Data stewards can’t scale alone.
They need tools that encode their guidance and lighten the load.
We help build those tools.
#DataStewardship #RDM
They need tools that encode their guidance and lighten the load.
We help build those tools.
#DataStewardship #RDM