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README.md
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---
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title:
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emoji: 🧬
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colorFrom: blue
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colorTo: green
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sdk: gradio
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sdk_version: 5.38.2
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app_file: app.py
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pinned: false
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---
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# mtDNA Location Classifier
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## Publish faster. Analyze smarter.
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Are you dealing with **incomplete mtDNA metadata** (like country, ethnicity, sample type)?
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This tool helps researchers like you generate **clean, structured labels** — ready to use for your paper.
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---
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## What You’ll Get:
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- Inference from sequence ID alone
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- Handles hard edge cases (e.g no clear PubMedID, Direct Submission, etc.)
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- Clear sample type, country, and more (ethnicity, phenotype, etc.)
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- Excel export with citations
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- Feedback-based refund policy
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---
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## Free Tier
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- 30 free samples — no email needed
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- +20 bonus samples + Excel file when you enter your email
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- Don’t like the result? Tell us why — we won’t count the bad ones (email required)
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---
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## Pricing — Pay As You Go (DIY)
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| Case Type | Price/Sample | Output |
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|-------------|--------------|----------------------------------------|
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| Normal | $0.10 | Sample Type + Country |
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| Edge | $1.00 | Sample Type + Country |
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| Niche | $2.00 | Sample Type + Country + 1 Custom Label |
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---
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## Batch Discount (1000+ Samples)
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- **Normal Output** → $100 total ($0.10/sample)
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Unsatisfied samples? We’ll refund them.
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-
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- **Niche Output** → $500 total ($0.50/sample)
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Includes an extra label like ethnicity or phenotype.
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---
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## Early User Bonus (Limited!)
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Are you one of our **first 10 paying users**?
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Just type `early_user` in your email.
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You'll get **20% lifetime discount** on every plan — forever.
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We’ll apply this automatically so you don’t have to calculate anything.
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## Our Mission Building This
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Give clean, high-quality, open-access biological datasets that save researchers time and improve scientific reproducibility.
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Build the world's clean, AI-driven open metadata source for biological research.
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---
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## Try It Now
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Paste your sequence ID on our demo:
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[Try the Classifier](https://huggingface.co/spaces/VyLala/mtDNALocation)
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Need help or bulk analysis?
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[your@email.com]
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---
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title: BioMetadataAudit
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emoji: 🧬
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+
colorFrom: blue
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+
colorTo: green
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+
sdk: gradio
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+
sdk_version: 5.38.2
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+
app_file: app.py
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| 9 |
+
pinned: false
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
# mtDNA Location Classifier
|
| 13 |
+
|
| 14 |
+
## Publish faster. Analyze smarter.
|
| 15 |
+
|
| 16 |
+
Are you dealing with **incomplete mtDNA metadata** (like country, ethnicity, sample type)?
|
| 17 |
+
This tool helps researchers like you generate **clean, structured labels** — ready to use for your paper.
|
| 18 |
+
|
| 19 |
+
---
|
| 20 |
+
|
| 21 |
+
## What You’ll Get:
|
| 22 |
+
|
| 23 |
+
- Inference from sequence ID alone
|
| 24 |
+
- Handles hard edge cases (e.g no clear PubMedID, Direct Submission, etc.)
|
| 25 |
+
- Clear sample type, country, and more (ethnicity, phenotype, etc.)
|
| 26 |
+
- Excel export with citations
|
| 27 |
+
- Feedback-based refund policy
|
| 28 |
+
|
| 29 |
+
---
|
| 30 |
+
|
| 31 |
+
## Free Tier
|
| 32 |
+
|
| 33 |
+
- 30 free samples — no email needed
|
| 34 |
+
- +20 bonus samples + Excel file when you enter your email
|
| 35 |
+
- Don’t like the result? Tell us why — we won’t count the bad ones (email required)
|
| 36 |
+
|
| 37 |
+
---
|
| 38 |
+
|
| 39 |
+
## Pricing — Pay As You Go (DIY)
|
| 40 |
+
|
| 41 |
+
| Case Type | Price/Sample | Output |
|
| 42 |
+
|-------------|--------------|----------------------------------------|
|
| 43 |
+
| Normal | $0.10 | Sample Type + Country |
|
| 44 |
+
| Edge | $1.00 | Sample Type + Country |
|
| 45 |
+
| Niche | $2.00 | Sample Type + Country + 1 Custom Label |
|
| 46 |
+
|
| 47 |
+
---
|
| 48 |
+
|
| 49 |
+
## Batch Discount (1000+ Samples)
|
| 50 |
+
|
| 51 |
+
- **Normal Output** → $100 total ($0.10/sample)
|
| 52 |
+
Unsatisfied samples? We’ll refund them.
|
| 53 |
+
|
| 54 |
+
- **Niche Output** → $500 total ($0.50/sample)
|
| 55 |
+
Includes an extra label like ethnicity or phenotype.
|
| 56 |
+
|
| 57 |
+
---
|
| 58 |
+
|
| 59 |
+
## Early User Bonus (Limited!)
|
| 60 |
+
|
| 61 |
+
Are you one of our **first 10 paying users**?
|
| 62 |
+
Just type `early_user` in your email.
|
| 63 |
+
|
| 64 |
+
You'll get **20% lifetime discount** on every plan — forever.
|
| 65 |
+
We’ll apply this automatically so you don’t have to calculate anything.
|
| 66 |
+
|
| 67 |
+
## Our Mission Building This
|
| 68 |
+
|
| 69 |
+
Give clean, high-quality, open-access biological datasets that save researchers time and improve scientific reproducibility.
|
| 70 |
+
Build the world's clean, AI-driven open metadata source for biological research.
|
| 71 |
+
|
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+
---
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| 73 |
+
|
| 74 |
+
## Try It Now
|
| 75 |
+
|
| 76 |
+
Paste your sequence ID on our demo:
|
| 77 |
+
[Try the Classifier](https://huggingface.co/spaces/VyLala/mtDNALocation)
|
| 78 |
+
|
| 79 |
+
Need help or bulk analysis?
|
| 80 |
[your@email.com]
|