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Real Estate dataset

Singapore Seller Likelihood (Farming Map) Dataset

Singapore seller-likelihood farming map: one row per HDB block (MOP timeline, resale turnover, price trend, live listings) and per private condo project (holdings past the Seller’s Stamp Duty period, paper gain, turnover, listings, en bloc activity), each with a transparent 0-100 score.

Rows
12,929 rows
Columns
51 columns
Price tier
Premium tier
Updated
  • real-estate
  • singapore
  • hdb
  • condo
  • seller-leads
  • farming
  • derived

$499

one-time · 12,929 rows · CSV and JSON Lines · 30 days of downloads · no account needed

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Full dataset via APIAPI reference

Look inside the dataset

Sample data from Singapore Seller Likelihood (Farming Map)

5 example records · 57 columns. Scroll horizontally to explore every column.

Example records from the full dataset.
Row typePlace keyNameDistrictStreetProjectPostal codeLatitudeLongitudeSeller scoreRank nationalRank in areaAs of monthScore versionMarket segmentProperty typeTenureFreeholdLease start yearCompletion yearCompletion year sourceKnown unitsUnits basisTransacted unit keysUra transactions in windowSsd cleared unsoldSsd clearing next 12mSsd cleared unsold shareCurrent median per sq ftCurrent per sq ft basisResales 12mResales prior 12mResale turnover 12mTransactions 12mLast transaction monthListings propertyguruListings ninetynineListings edgepropListings totalListings max portalListings per 100 unitsEnbloc candidateEnbloc soldEnbloc eventsScore basisScore ssdScore gainScore turnoverScore listingsPercentile turnover RatePercentile resalesPercentile ssd CountPercentile listingsArea sizeMedian purchase per sq ft clearedMedian paper gainMedian holding years cleared
private_project
ZYON GRAND|03
ZYON GRAND
03
KIM SENG ROAD
ZYON GRAND
169558
1.290572
103.833663
20
1859
34
2026-09
v1
RCR
Apartment
99 yrs lease commencing from 2024
No
2024
2030
portal_listings_median
706
developer_total_units
122
637
0
0
0
3052
last_12m
0
0
0
637
2026-08
93
54
68
215
93
13.17
No
No
0
per_unit
0
0
0
20
0
0
0
0.9763
41
—
—
—
private_project
ZYANYA|14
ZYANYA
14
LORONG 25A GEYLANG
ZYANYA
388222
1.313916
103.883273
56
637
51
2026-09
v1
RCR
Apartment
Freehold
Yes
—
2025
portal_listings_median
34
developer_total_units
18
34
17
1
0.5
2030
last_24m
0
0
0
2
2025-12
1
0
1
2
1
2.94
No
No
0
per_unit
35
9.2
0
11.8
0
0
0.9677
0.2391
200
1891
0.0732
3.9
private_project
ZENITH|10
ZENITH
10
ZION ROAD
ZENITH
247785
1.292637
103.830568
51
854
73
2026-09
v1
CCR
Apartment
999 yrs lease commencing from 1877
No
1877
2011
portal_listings_median
85
developer_total_units
16
24
9
2
0.1059
2213
last_24m
0
5
0
0
2025-09
17
15
9
41
17
20
No
No
0
per_unit
18.5
12.9
0
20
0
0
0.8941
0.7848
296
2006
0.1032
4.1
private_project
ZEDGE|11
ZEDGE
11
AKYAB ROAD
ZEDGE
309973
1.322422
103.848172
48
1000
48
2026-09
v1
CCR
Apartment
Freehold
Yes
—
2010
portal_listings_median
102
developer_total_units
17
24
8
1
0.0784
1835
last_24m
2
6
0.0196
2
2026-06
3
3
5
11
5
4.9
No
No
0
per_unit
13.7
8.6
6.3
19.6
0.3159
0.5206
0.8756
0.5344
141
1718
0.0684
3.6
private_project
YONG SIAK VIEW|03
YONG SIAK VIEW
03
YONG SIAK STREET
YONG SIAK VIEW
—
—
—
47
1039
20
2026-09
v1
RCR
Apartment
Freehold
Yes
—
—
—
—
unknown
4
4
3
0
—
1904
last_24m
1
0
—
1
2025-11
0
0
0
0
0
—
No
No
0
percentile_counts
21.4
17.9
7.3
0
—
0.3647
0.6118
0
41
1666
0.1429
4.8

Questions

About Singapore Seller Likelihood (Farming Map)

Can I see the data before buying?
Yes. Download a free 100-row CSV sample with your work email: it starts right away, with no credit card needed.
What do I get when I buy?
12,929 rows with 51 columns for $499, paid once. Pay by card or crypto, no account needed, and download the full dataset as CSV or JSON Lines for 30 days.
Can I get this data kept up to date?
Yes. It was last refreshed on Oct 22, 2026. A managed data feed delivers fresh data daily, weekly or monthly, starting from $999 per month.
Can I access it through an API or an AI agent?
Yes. Pull it through the PandorLabs API at $1.20 per 1,000 rows from a prepaid balance (packs from $300), or connect your AI agent through our MCP server. Data is refreshed automatically when it is older than 24 hours.
Can you collect different fields or another website?
Yes. Describe the websites, records and fields you need in the AI request box. Our AI builds the dataset for you and we email you a sample as soon as it is ready.

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