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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.

Active scope Clearwater Clear all

Exact Market KPIs

Computed from the filtered queryset before exploratory sampling.

Parcels analyzed

73,172

Exact filtered count

Median market value

$290,846

Exact median over non-null values

Mean market value

$494,664

Exact database average

Median price per sqft

$208

Exact median where sqft exists

Total market value

$36,185,690,146

Exact filtered sum

Median tax rate

1.81%

Annual tax divided by market value

Avg assessed gap

$107,664

Market value minus assessed value

Avg assessed gap %

27.33%

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 73,172 parcels with a median market value of $290,846.
  • The middle 50% of recorded market values spans $179,392 to $439,278.
  • 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

$119,026

P25

$179,392

P50

$294,390

P75

$439,278

P90

$770,000

City Segments

City Parcels Median Value Median $/Sqft
Clearwater 50000 $291,021 $208

Property Type Segments

Type Parcels Median Value Tax Rate
Single Family Home 21999 $346,791 1.86%
Condominium 11753 $227,468 1.68%
Condominium (land lease) 3538 $142,706 1.37%
Planned Unit Development 2082 $309,330 1.77%
Condo Conversion - Apartments to Platted Condo (Predominately Owner-Occupied) 1701 $181,302 1.66%
Duplex-Triplex-Fourplex 1161 $320,000 1.94%
Manufactured Home (Co-Op or Share Owned) 865 $80,927 1.73%
Condo Com Apartments 535 $121,206 1.94%
Vacant Commercial Land 415 $114,308 2.00%
Vacant Residential - lot & acreage less than 5 acres 412 $104,350 1.77%
Condo Hotel and Motel 360 $523,273 1.70%
Condo Office (Unit) 321 $185,100 1.86%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
110 CORONADO DR

Clearwater 33767 · Timeshare

$146,408,000

$146,408,000

14700 TERMINAL BLVD

Clearwater 33672 · County Gov't - Non-residential (commercial) only

$132,577,794

$132,577,794

400 MANDALAY AVE

Clearwater 33767 · Hotels and Motels (50 units or more)

$132,350,000

$132,350,000

323 JEFFORDS ST

Clearwater 33756 · Hospital

$125,000,000

$125,000,000

100 CORONADO DR

Clearwater 33767 · Hotels and Motels (50 units or more)

$119,550,000

$119,550,000

1060 GULF BLVD

Clearwater 33767 · County Gov't - Non-residential (commercial) only

$101,039,431

$101,039,431

2031 GLASS LOOP

Clearwater 33763 · Apartments (50 units or more)

$93,750,903

$93,750,903

1160 GULF BLVD

Clearwater 33767 · Hotels and Motels (50 units or more)

$91,900,000

$91,900,000

2855 GULF TO BAY BLVD

Clearwater 33759 · Apartments (50 units or more)

$88,100,000

$88,100,000

430 S GULFVIEW BLVD

Clearwater 33767 · Hotels and Motels (50 units or more)

$84,400,000

$84,400,000

315 COURT ST

Clearwater 33756 · County Gov't - Non-residential (commercial) only

$84,225,372

$84,225,372

100 N OSCEOLA AVE

Clearwater 33755 · City Gov't - Non-residential (commercial) only

$80,055,877

$80,055,877

Largest Assessed Gaps

Parcel Metric
PIERCE ST

Clearwater 33756 · Vacant City Government

99.96%

$472,070

TERMINAL BLVD

Clearwater 33762 · Vacant Commercial Land

99.93%

$489,855

N MCMULLEN BOOTH RD

Clearwater 34695 · Vacant Commercial Land

99.91%

$251,404

2060 N MCMULLEN BOOTH RD

Clearwater 33759 · Vacant County Government

99.84%

$75,871

49TH ST N

Clearwater 33762 · Vacant Commercial Land w/XFSB

99.84%

$100,923

RAINBOW DR

Clearwater 33755 · Vacant Commercial Land

99.78%

$163,597

RAINBOW DR

Clearwater 33755 · Vacant Commercial Land

99.78%

$159,122

PROSPECT AVE

Clearwater 33755 · Sewage disposal, Solid waste, Drainage reservoirs,Borrow pit, Marsh, Mangrove, Sand dune, Waste land

99.39%

$16,883

OLD COACHMAN RD

Clearwater 33765 · Vacant County Government

99.05%

$662,252

3960 110TH AVE N

Clearwater 33762 · Vacant Commercial Land w/XFSB

98.83%

$18,790

LANTANA AVE

Clearwater 33767 · Right-of-Way Street and Road, Irrigation Canal, Channel, Ditch, etc.

98.82%

$85

AMERICUS BLVD

Clearwater 33763 · Right-of-Way Street and Road, Irrigation Canal, Channel, Ditch, etc.

98.79%

$16,150

Highest Tax Burden

Parcel Metric
2209 STATE ROAD 580

Clearwater 33763 · Medical Office Building - single & multi-story

158.11%

$32,130

2230 SHARKEY RD

Clearwater 33765 · County Public Schools

50.67%

$67,150

1260 CLEVELAND ST

Clearwater 33755 · Apartments (50 units or more)

36.88%

$822,933

527 N GARDEN AVE

Clearwater 33755 · Duplex-Triplex-Fourplex

34.80%

$52,275

4485 ULMERTON RD

Clearwater 33762 · Hotels and Motels (50 units or more)

25.44%

$1,176,038

1774 S DR MARTIN LUTHER KING JR AVE

Clearwater 33756 · Planned Unit Development

20.56%

$29,750

1772 S DR MARTIN LUTHER KING JR AVE

Clearwater 33756 · Planned Unit Development

20.56%

$29,750

ELDORADO AVE

Clearwater 33767 · Vacant Commercial Land w/XFSB

16.91%

$41,665

1137 TANGERINE ST

Clearwater 33755 · Single Family Home

14.00%

$47,047

1550 HAMMER PL

Clearwater 33756 · Planned Unit Development

13.42%

$51,000

1598 HAMMER PL

Clearwater 33756 · Planned Unit Development

13.42%

$51,000

1500 HAMMER PL

Clearwater 33756 · Planned Unit Development

13.42%

$51,000

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
110 CORONADO DR

07-29-15-16360-001-0000

Clearwater · Timeshare $146,408,000 $1261 1.94%
14700 TERMINAL BLVD

34-29-16-00110-000-0000

Clearwater · County Gov't - Non-residential (commercial) only $132,577,794 $1147 1.85%
400 MANDALAY AVE

08-29-15-00000-230-0100

Clearwater · Hotels and Motels (50 units or more) $132,350,000 $500 1.94%
323 JEFFORDS ST

21-29-15-00000-120-1500

Clearwater · Hospital $125,000,000 $149 1.67%
100 CORONADO DR

07-29-15-52380-000-0440

Clearwater · Hotels and Motels (50 units or more) $119,550,000 $414 1.94%
1060 GULF BLVD

17-29-15-00000-320-0000

Clearwater · County Gov't - Non-residential (commercial) only $101,039,431 $7188 1.97%
2031 GLASS LOOP

05-29-16-01833-000-0020

Clearwater · Apartments (50 units or more) $93,750,903 $223 2.13%
1160 GULF BLVD

17-29-15-00000-330-0100

Clearwater · Hotels and Motels (50 units or more) $91,900,000 $356 1.94%
2855 GULF TO BAY BLVD

17-29-16-03006-000-0200

Clearwater · Apartments (50 units or more) $88,100,000 $215 1.94%
430 S GULFVIEW BLVD

07-29-15-52380-000-0330

Clearwater · Hotels and Motels (50 units or more) $84,400,000 $520 1.94%
315 COURT ST

16-29-15-92574-007-0010

Clearwater · County Gov't - Non-residential (commercial) only $84,225,372 $175 1.96%
100 N OSCEOLA AVE

16-29-15-16853-001-0010

Clearwater · City Gov't - Non-residential (commercial) only $80,055,877 $766 2.09%
500 MANDALAY AVE

08-29-15-78657-001-0010

Clearwater · Hotels and Motels (50 units or more) $75,150,000 $405 1.94%
1551 FLOURNOY CIR W

20-29-16-00000-330-0200

Clearwater · Apartments (50 units or more) $73,000,000 $199 1.94%
2981 GULF TO BAY BLVD

17-29-16-12312-000-0010

Clearwater · Apartments (50 units or more) $70,000,000 $170 1.74%
2524 ALEXANDER PL

30-28-16-00336-000-0010

Clearwater · Apartments (50 units or more) $69,400,000 $201 1.87%
110 N MCMULLEN BOOTH RD

16-29-16-15074-001-0010

Clearwater · Church, Church School, Church Owned Building (Parsonage code 0110), Salvation Army, Missions $68,115,788 $245 1.75%
2985 DREW ST

17-29-16-00000-110-0100

Clearwater · Non-Profit Charitable Services $62,765,887 $205 1.78%
19135 US HIGHWAY 19 N

20-29-16-00000-230-0400

Clearwater · Apartments (50 units or more) $60,000,000 $149 1.68%
521 S GULFVIEW BLVD

17-29-15-00000-220-0200

Clearwater · Hotels and Motels (50 units or more) $57,750,000 $176 1.94%
691 S GULFVIEW BLVD

17-29-15-05004-003-0160

Clearwater · Hotels and Motels (50 units or more) $55,000,000 $194 1.94%
2168 DRUID RD

13-29-15-48611-000-0010

Clearwater · Apartments (50 units or more) $54,750,000 $207 1.80%
279 WINDWARD PSGE

08-29-15-43380-003-0050

Clearwater · Special Attraction - Tourist Attraction, Museum, Commercial Pool, Aquarium $53,262,386 $366 1.79%
2607 GULF TO BAY BLVD

17-29-16-16500-000-0030

Clearwater · Neighborhood Shopping Center $50,940,000 $168 1.95%
1201 GULF BLVD

20-29-15-73427-000-0020

Clearwater · Hotels and Motels (50 units or more) $50,700,000 $273 1.91%

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.