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Public records EDA Pandas + numpy Pinellas County

Pinellas Market Lens

Analyze parcel values, tax burden, assessed-value gaps, and market outliers from official county records.

Default scope shows residential property classes.
Include all property types
Active scope Clearwater Clear all

Exact Market KPIs

Computed from the filtered queryset before exploratory sampling.

Parcels analyzed

68,105

Exact filtered count

Median market value

$289,212

Exact median over non-null values

Mean market value

$381,375

Exact database average

Median price per sqft

$211

Exact median where sqft exists

Total market value

$25,967,089,609

Exact filtered sum

Median tax rate

1.79%

Annual tax divided by market value

Avg assessed gap

$110,286

Market value minus assessed value

Avg assessed gap %

28.64%

Average gap as share of market value

Market Value Distribution

Price Per Sq Ft Distribution

City Segments

Property Type Segments

Build-Era Trend

Market vs Assessed Value

Analyst Takeaways

  • The current slice contains 68,105 parcels with a median market value of $289,212.
  • The middle 50% of recorded market values spans $180,136 to $423,958.
  • Clearwater is the largest city segment in this slice with 50,000 parcels.
  • Single Family Home is the most common property type represented in the filtered data.
  • High-value IQR outliers are exposed as drilldowns so the analysis stays auditable.
  • These are exploratory public-record signals, not predictions or investment advice.

Value Percentiles

P10

$121,406

P25

$180,136

P50

$291,174

P75

$423,958

P90

$683,064

City Segments

City Parcels Median Value Median $/Sqft
Clearwater 50000 $289,506 $211

Property Type Segments

Type Parcels Median Value Tax Rate
Single Family Home 23632 $347,158 1.86%
Condominium 12585 $227,227 1.68%
Condominium (land lease) 3846 $142,831 1.36%
Planned Unit Development 2221 $309,125 1.78%
Condo Conversion - Apartments to Platted Condo (Predominately Owner-Occupied) 1844 $180,517 1.66%
Duplex-Triplex-Fourplex 1234 $320,000 1.94%
Manufactured Home (Co-Op or Share Owned) 932 $80,747 1.74%
Condo Com Apartments 583 $121,206 1.94%
Vacant Residential - lot & acreage less than 5 acres 448 $104,626 1.80%
Condo Hotel and Motel 383 $523,273 1.70%
Condo Office (Unit) 338 $186,500 1.86%
Single Family - more than one house per parcel 292 $385,599 1.85%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
2720 REGENCY OAKS BLVD

Clearwater 33759 · ALF (10 or more units)

$40,500,000

$40,500,000

29081 US HIGHWAY 19 N

Clearwater 33761 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$24,500,000

$24,500,000

2550 STATE ROAD 580

Clearwater 33761 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$21,250,000

$21,250,000

19709 US HIGHWAY 19 N

Clearwater 33764 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$20,400,000

$20,400,000

100 N HAMPTON RD

Clearwater 33759 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$20,000,000

$20,000,000

635 S GULFVIEW BLVD

Clearwater 33767 · Hotel (Land Condo)

$18,500,000

$18,500,000

1170 MANDALAY PT

Clearwater 33767 · Single Family Home

$18,228,496

$18,228,496

1104 MANDALAY PT

Clearwater 33767 · Single Family Home

$16,848,276

$16,848,276

1140 MANDALAY PT

Clearwater 33767 · Vacant Residential Land w/XFSB

$14,873,210

$14,873,210

483 MANDALAY AVE

Clearwater 33767 · Condo - Commercial - Store (Unit)

$13,300,000

$13,300,000

1020 DRUID RD S

Clearwater 33756 · Single Family - more than one house per parcel

$12,975,773

$12,975,773

1188 MANDALAY PT

Clearwater 33767 · Single Family Home

$12,575,882

$12,575,882

Largest Assessed Gaps

Parcel Metric
UNION ST

Clearwater 33755 · Vacant Residential - lot & acreage less than 5 acres

95.56%

$243,625

MADISON AVE N

Clearwater 33755 · Vacant Residential - lot & acreage less than 5 acres

94.21%

$111,883

MISSOURI AVE N

Clearwater 33755 · Vacant Residential - lot & acreage less than 5 acres

94.17%

$110,349

MISSOURI AVE N

Clearwater 33755 · Vacant Residential - lot & acreage less than 5 acres

94.16%

$118,088

1504 EWING AVE

Clearwater 33756 · Vacant Residential - lot & acreage less than 5 acres

93.83%

$97,709

1508 EWING AVE

Clearwater 33756 · Vacant Residential - lot & acreage less than 5 acres

93.83%

$97,709

611 MARSHALL ST

Clearwater 33755 · Vacant Residential - lot & acreage less than 5 acres

93.68%

$74,961

GARDENIA CT

Clearwater 33755 · Vacant Residential - lot & acreage less than 5 acres

92.67%

$48,553

CARLTON ST

Clearwater 33755 · Vacant Residential - lot & acreage less than 5 acres

92.60%

$45,263

1275 SEDEEVA CIR N

Clearwater 33755 · Manufactured Home (On Individually Owned Lot)

92.51%

$153,257

GRANT ST

Clearwater 33755 · Vacant Residential - lot & acreage less than 5 acres

92.36%

$147,355

1408 PENNSYLVANIA AVE

Clearwater 33755 · Vacant Residential - lot & acreage less than 5 acres

92.33%

$152,551

Highest Tax Burden

Parcel Metric
527 N GARDEN AVE

Clearwater 33755 · Duplex-Triplex-Fourplex

34.80%

$52,275

1772 S DR MARTIN LUTHER KING JR AVE

Clearwater 33756 · Planned Unit Development

20.56%

$29,750

1774 S DR MARTIN LUTHER KING JR AVE

Clearwater 33756 · Planned Unit Development

20.56%

$29,750

1137 TANGERINE ST

Clearwater 33755 · Single Family Home

14.00%

$47,047

1500 HAMMER PL

Clearwater 33756 · Planned Unit Development

13.42%

$51,000

1598 HAMMER PL

Clearwater 33756 · Planned Unit Development

13.42%

$51,000

1550 HAMMER PL

Clearwater 33756 · Planned Unit Development

13.42%

$51,000

1516 HAMMER PL

Clearwater 33756 · Planned Unit Development

12.49%

$51,000

1590 HAMMER PL

Clearwater 33756 · Planned Unit Development

12.49%

$51,000

1532 HAMMER PL

Clearwater 33756 · Planned Unit Development

12.49%

$51,000

1524 HAMMER PL

Clearwater 33756 · Planned Unit Development

12.49%

$51,000

1508 HAMMER PL

Clearwater 33756 · Planned Unit Development

12.49%

$51,000

Sample Parcels

A high-value sample from the filtered slice for spot-checking the analysis.

Parcel Segment Market Value $/Sqft Tax Rate
2720 REGENCY OAKS BLVD

05-29-16-00000-210-0000

Clearwater · ALF (10 or more units) $40,500,000 $69 1.96%
29081 US HIGHWAY 19 N

19-28-16-00000-130-0200

Clearwater · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $24,500,000 $1673 1.74%
2550 STATE ROAD 580

30-28-16-00000-110-0100

Clearwater · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $21,250,000 $2400 1.74%
19709 US HIGHWAY 19 N

20-29-16-43866-001-0010

Clearwater · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $20,400,000 $3161 1.94%
100 N HAMPTON RD

17-29-16-00000-120-0100

Clearwater · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $20,000,000 $2886 1.94%
635 S GULFVIEW BLVD

17-29-15-65299-000-0020

Clearwater · Hotel (Land Condo) $18,500,000 $367 1.94%
1170 MANDALAY PT

32-28-15-54702-000-0180

Clearwater · Single Family Home $18,228,496 $1694 1.85%
1104 MANDALAY PT

32-28-15-54684-000-0020

Clearwater · Single Family Home $16,848,276 $4606 1.83%
1140 MANDALAY PT

32-28-15-54702-000-0100

Clearwater · Vacant Residential Land w/XFSB $14,873,210 - 1.83%
483 MANDALAY AVE

08-29-15-60417-000-0100

Clearwater · Condo - Commercial - Store (Unit) $13,300,000 $353 1.81%
1020 DRUID RD S

16-29-15-36270-000-1680

Clearwater · Single Family - more than one house per parcel $12,975,773 $870 1.83%
1188 MANDALAY PT

32-28-15-54702-000-0230

Clearwater · Single Family Home $12,575,882 $2606 1.84%
420 BAY AVE

16-29-15-63626-000-0010

Clearwater · ALF (10 or more units) $12,255,734 $56 2.65%
1850 COUNTY ROAD 193

05-29-16-00000-420-0200

Clearwater · Single Family - more than one house per parcel $11,188,013 $769 1.64%
1192 MANDALAY PT

32-28-15-54702-000-0250

Clearwater · Single Family Home $11,170,796 $2562 1.84%
2750 DREW ST

08-29-16-22467-000-0010

Clearwater · ALF (10 or more units) $10,700,000 $80 2.01%
1100 MANDALAY PT

32-28-15-54684-000-0010

Clearwater · Single Family Home $10,660,779 $2199 1.83%
301 S GULFVIEW BLVD

07-29-15-01335-000-0171

Clearwater · Parking Garage - Condo $10,400,000 $35 1.86%
2050 SAFE HAVEN WAY

02-29-15-25580-000-0010

Clearwater · ALF (10 or more units) $10,400,000 $185 1.97%
974 ELDORADO AVE

05-29-15-54666-069-0010

Clearwater · Single Family Home $9,496,036 $2196 1.85%
802 DRUID RD S

16-29-15-36270-000-1620

Clearwater · Single Family Home $9,186,087 $558 1.79%
1040 ELDORADO AVE

05-29-15-54666-069-0160

Clearwater · Single Family Home $8,934,772 $1761 1.12%
2155 MONTCLAIR RD

01-29-15-00000-140-0100

Clearwater · ALF (10 or more units) $8,875,000 $123 1.96%
984 ELDORADO AVE

05-29-15-54666-069-0040

Clearwater · Single Family Home $8,448,640 $1971 1.86%
320 CORONADO DR

07-29-15-88463-000-0030

Clearwater · Parking Garage - Condo $8,350,000 - 1.95%

Methodology

  • Source: Pinellas County Property Appraiser parcel records loaded into the app database.
  • Headline KPIs use exact database aggregates and ordered medians against the filtered queryset.
  • EDA charts and segment tables use pandas/numpy transformations over the analysis frame.
  • Outliers use IQR or top-metric rankings and link back to parcel drilldowns for auditability.
  • No predictive model is used in this version because the public dataset lacks MLS sale prices and reliable beds/baths coverage.
  • Interactive EDA is capped at 50,000 rows for responsiveness.