Data Enrichment & Research Assistant – Singapore Private Education Sector (Expansion Project)
Budget: $150 – $300 SGD
I run an education M&A firm in Singapore (Edugrow.sg).
I already have two datasets:
1) Childcare centres
2) A partial database of tuition, enrichment and special-needs/therapy centres
I am now looking for a freelancer to:
✅ Enrich and clean both datasets
✅ Add PEIs and EduTrust-certified schools into Dataset2
✅ Combine everything into a single Master Prospecting List (Google Sheets)
This is a data intelligence project, not basic data entry.
DATASET 1 – CHILDCARE (Exists)
You will:
- Add on missing centres based on online sources/childcare directories
- Clean duplicates
- Standardise naming and addresses
- Recheck data for accuracy
Identify:
- Brand vs single-centre
- Multi-outlet groups
Tag each centre with:
- Business Type
- Size Tier
- Premium Indicator
- Profit Potential
- Priority
Add missing websites, emails where possible
DATASET 2 – TUITION, ENRICHMENT, THERAPY (Exists, PARTIAL)
You will:
- Clean inconsistencies
- Normalise categories
- Fill missing data
- Remove duplicates
- Standardise fields:
- Brand
- Entity name
- Address
- Contact info
Extend this dataset by adding:
- (A) PEIs (Private Education Institutions)
Source from:
- Committee for Private Education (CPE)
- SkillsFuture Singapore
- Official PEI listings
- Accredited institution websites
Include:
- All registered PEIs operating in Singapore
(B) EduTrust Schools
Source from:
- EduTrust directory
- Official CPE listings
- School websites
Include:
- All EduTrust-certified organisations
For these new PEIs and EduTrust schools, capture:
- Brand name
- Legal entity
- Full address
- Phone
- Website
- Email
- Category = “PEI” or “EduTrust School”
- Source URL
DATASET 3 – MASTER PROSPECTING LIST
You will combine:
- Childcare
- Tuition
- Enrichment
- Therapy/special needs
- PEIs
- EduTrust schools
into one Master Prospecting Spreadsheet with:
Strategic columns:
- Category Group
- Size Tier
- Premium Indicator
- Profit Potential
- Priority
- Outreach Batch
- Status
- Last Contact Date
- Next Action
- Notes
WHAT I EXPECT FROM YOU
- Accurate research
- Clean formatting
- Logic-based tagging
- No duplicates
- Clear and consistent categories
- Reliable source URLs
APPLICATION REQUIREMENTS
Please include:
1) Similar work you’ve done (data cleaning, research, enrichment)
2) Estimated timeframe to:
- Add PEIs
- Add EduTrust schools
- Clean and combine data
3) Fixed project quote
4) Methodology you’d use for identifying all PEIs and EduTrust organisations in Singapore
5) Tools you typically work in (Excel, Google Sheets, scraping tools)
TIMELINE & BUDGET
Estimated total records after expansion: ~2,500–3,000 rows.
Budget:
- US$150–300 depending on speed and quality.
Experienced researchers can ask US$300+ if they deliver very clean output.
I already have two datasets:
1) Childcare centres
2) A partial database of tuition, enrichment and special-needs/therapy centres
I am now looking for a freelancer to:
✅ Enrich and clean both datasets
✅ Add PEIs and EduTrust-certified schools into Dataset2
✅ Combine everything into a single Master Prospecting List (Google Sheets)
This is a data intelligence project, not basic data entry.
DATASET 1 – CHILDCARE (Exists)
You will:
- Add on missing centres based on online sources/childcare directories
- Clean duplicates
- Standardise naming and addresses
- Recheck data for accuracy
Identify:
- Brand vs single-centre
- Multi-outlet groups
Tag each centre with:
- Business Type
- Size Tier
- Premium Indicator
- Profit Potential
- Priority
Add missing websites, emails where possible
DATASET 2 – TUITION, ENRICHMENT, THERAPY (Exists, PARTIAL)
You will:
- Clean inconsistencies
- Normalise categories
- Fill missing data
- Remove duplicates
- Standardise fields:
- Brand
- Entity name
- Address
- Contact info
Extend this dataset by adding:
- (A) PEIs (Private Education Institutions)
Source from:
- Committee for Private Education (CPE)
- SkillsFuture Singapore
- Official PEI listings
- Accredited institution websites
Include:
- All registered PEIs operating in Singapore
(B) EduTrust Schools
Source from:
- EduTrust directory
- Official CPE listings
- School websites
Include:
- All EduTrust-certified organisations
For these new PEIs and EduTrust schools, capture:
- Brand name
- Legal entity
- Full address
- Phone
- Website
- Category = “PEI” or “EduTrust School”
- Source URL
DATASET 3 – MASTER PROSPECTING LIST
You will combine:
- Childcare
- Tuition
- Enrichment
- Therapy/special needs
- PEIs
- EduTrust schools
into one Master Prospecting Spreadsheet with:
Strategic columns:
- Category Group
- Size Tier
- Premium Indicator
- Profit Potential
- Priority
- Outreach Batch
- Status
- Last Contact Date
- Next Action
- Notes
WHAT I EXPECT FROM YOU
- Accurate research
- Clean formatting
- Logic-based tagging
- No duplicates
- Clear and consistent categories
- Reliable source URLs
APPLICATION REQUIREMENTS
Please include:
1) Similar work you’ve done (data cleaning, research, enrichment)
2) Estimated timeframe to:
- Add PEIs
- Add EduTrust schools
- Clean and combine data
3) Fixed project quote
4) Methodology you’d use for identifying all PEIs and EduTrust organisations in Singapore
5) Tools you typically work in (Excel, Google Sheets, scraping tools)
TIMELINE & BUDGET
Estimated total records after expansion: ~2,500–3,000 rows.
Budget:
- US$150–300 depending on speed and quality.
Experienced researchers can ask US$300+ if they deliver very clean output.