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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.

Exact Market KPIs

Computed from the filtered queryset before exploratory sampling.

Parcels analyzed

4,602

Exact filtered count

Median market value

$195,292

Exact median over non-null values

Mean market value

$212,451

Exact database average

Median price per sqft

$186

Exact median where sqft exists

Total market value

$977,698,826

Exact filtered sum

Median tax rate

1.56%

Annual tax divided by market value

Avg assessed gap

$56,155

Market value minus assessed value

Avg assessed gap %

26.67%

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 4,602 parcels with a median market value of $195,292.
  • The middle 50% of recorded market values spans $168,186 to $226,341.
  • Palm Harbor is the largest city segment in this slice with 4,602 parcels.
  • Condominium 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

$144,395

P25

$168,186

P50

$195,292

P75

$226,341

P90

$312,230

City Segments

City Parcels Median Value Median $/Sqft
Palm Harbor 4602 $195,292 $186

Property Type Segments

Type Parcels Median Value Tax Rate
Condominium 4538 $196,215 1.56%
Condominium (land lease) 64 $156,031 1.38%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
36750 US HIGHWAY 19 N # 15-301

Palm Harbor 34684 · Condominium

$890,647

$890,647

36750 US HIGHWAY 19 N # 28-2003

Palm Harbor 34684 · Condominium

$752,821

$752,821

36750 US HIGHWAY 19 N # 28-2011

Palm Harbor 34684 · Condominium

$602,361

$602,361

36750 US HIGHWAY 19 # 26-103

Palm Harbor 34684 · Condominium

$599,002

$599,002

36750 US HIGHWAY 19 # 26-304

Palm Harbor 34684 · Condominium

$584,461

$584,461

36750 US HIGHWAY 19 # 26-301

Palm Harbor 34684 · Condominium

$574,490

$574,490

36750 US HIGHWAY 19 N # 5-113

Palm Harbor 34684 · Condominium

$548,344

$548,344

36750 US HIGHWAY 19 # 27-102

Palm Harbor 34684 · Condominium

$548,316

$548,316

36750 US HIGHWAY 19 # 25-102

Palm Harbor 34684 · Condominium

$543,920

$543,920

36750 US HIGHWAY 19 # 27-204

Palm Harbor 34684 · Condominium

$538,345

$538,345

36750 US HIGHWAY 19 # 25-301

Palm Harbor 34684 · Condominium

$536,682

$536,682

36750 US HIGHWAY 19 # 27-101

Palm Harbor 34684 · Condominium

$530,867

$530,867

Largest Assessed Gaps

Parcel Metric
36750 US HIGHWAY 19 N # 20-110

Palm Harbor 34684 · Condominium

79.77%

$145,429

2839 COUNTRYBROOK DR # 15

Palm Harbor 34684 · Condominium

76.75%

$226,979

2820 HIGHLANDS BLVD # B

Palm Harbor 34684 · Condominium

76.62%

$203,383

1182 ORANGE TREE CIR E # B

Palm Harbor 34684 · Condominium

75.63%

$209,883

3053 LANDMARK BLVD # 1105

Palm Harbor 34684 · Condominium

75.23%

$298,666

2700 NEBRASKA AVE # 2-205

Palm Harbor 34684 · Condominium

74.94%

$176,660

1206 LENNOX RD E

Palm Harbor 34683 · Condominium

73.61%

$109,886

1201 CYPRESS POND RD

Palm Harbor 34683 · Condominium

73.35%

$111,075

36750 US HIGHWAY 19 N # 2-210

Palm Harbor 34684 · Condominium

73.11%

$128,190

2004 LENNOX RD E

Palm Harbor 34683 · Condominium

73.05%

$207,105

885 MACLAREN DR N # B

Palm Harbor 34684 · Condominium

72.84%

$218,836

3505 TARPON WOODS BLVD # H-403

Palm Harbor 34685 · Condominium

72.80%

$215,377

Highest Tax Burden

Parcel Metric
283 HIDDEN BROOK DR # 104-B

Palm Harbor 34683 · Condominium

2.78%

$143,336

3024 BONAVENTURE CIR # 202

Palm Harbor 34684 · Condominium

2.46%

$110,651

139 SHORE DR UNIT #1

Palm Harbor 34683 · Condominium

2.26%

$200,000

411 SOMERSET LN

Palm Harbor 34684 · Condominium

2.15%

$163,339

101 SOMERSET LN

Palm Harbor 34684 · Condominium

2.04%

$193,072

301 SOMERSET LN

Palm Harbor 34684 · Condominium

2.04%

$175,741

401 SOMERSET LN

Palm Harbor 34684 · Condominium

2.04%

$175,741

201 SOMERSET LN

Palm Harbor 34684 · Condominium

2.04%

$170,445

417 SOMERSET LN

Palm Harbor 34684 · Condominium

2.04%

$251,951

107 SOMERSET LN

Palm Harbor 34684 · Condominium

2.04%

$172,371

211 SOMERSET LN

Palm Harbor 34684 · Condominium

2.04%

$172,371

311 SOMERSET LN

Palm Harbor 34684 · Condominium

2.04%

$172,371

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
36750 US HIGHWAY 19 N # 15-301

25-27-15-43096-000-3010

Palm Harbor · Condominium $890,647 $240 1.69%
36750 US HIGHWAY 19 N # 28-2003

25-27-15-43114-000-2001

Palm Harbor · Condominium $752,821 $272 1.63%
36750 US HIGHWAY 19 N # 28-2011

25-27-15-43114-000-2011

Palm Harbor · Condominium $602,361 $301 1.60%
36750 US HIGHWAY 19 # 26-103

24-27-15-43111-026-1030

Palm Harbor · Condominium $599,002 $349 1.76%
36750 US HIGHWAY 19 # 26-304

24-27-15-43111-026-3040

Palm Harbor · Condominium $584,461 $341 1.72%
36750 US HIGHWAY 19 # 26-301

24-27-15-43111-026-3010

Palm Harbor · Condominium $574,490 $335 1.75%
36750 US HIGHWAY 19 N # 5-113

25-27-15-43085-000-1130

Palm Harbor · Condominium $548,344 $330 1.68%
36750 US HIGHWAY 19 # 27-102

24-27-15-43112-027-1020

Palm Harbor · Condominium $548,316 $320 1.76%
36750 US HIGHWAY 19 # 25-102

24-27-15-43107-000-1020

Palm Harbor · Condominium $543,920 $328 1.63%
36750 US HIGHWAY 19 # 27-204

24-27-15-43112-027-2040

Palm Harbor · Condominium $538,345 $314 1.76%
36750 US HIGHWAY 19 # 25-301

24-27-15-43107-000-3010

Palm Harbor · Condominium $536,682 $323 1.67%
36750 US HIGHWAY 19 # 27-101

24-27-15-43112-027-1010

Palm Harbor · Condominium $530,867 $310 1.79%
36750 US HIGHWAY 19 # 27-301

24-27-15-43112-027-3010

Palm Harbor · Condominium $523,388 $305 1.76%
36750 US HIGHWAY 19 # 27-303

24-27-15-43112-027-3030

Palm Harbor · Condominium $523,388 $305 1.76%
36750 US HIGHWAY 19 # 26-303

24-27-15-43111-026-3030

Palm Harbor · Condominium $522,558 $305 1.75%
36750 US HIGHWAY 19 # 25-201

24-27-15-43107-000-2010

Palm Harbor · Condominium $521,803 $314 1.70%
36750 US HIGHWAY 19 N # 11-112

25-27-15-43091-000-1120

Palm Harbor · Condominium $520,484 $314 1.66%
36750 US HIGHWAY 19 N # 14-103

25-27-15-43095-000-1030

Palm Harbor · Condominium $515,256 $310 1.69%
36750 US HIGHWAY 19 N # 11-113

25-27-15-43091-000-1130

Palm Harbor · Condominium $515,256 $310 1.69%
36750 US HIGHWAY 19 # 26-302

24-27-15-43111-026-3020

Palm Harbor · Condominium $513,002 $299 1.76%
36750 US HIGHWAY 19 N # 4-140

25-27-15-43084-000-1400

Palm Harbor · Condominium $495,099 $298 1.71%
36750 US HIGHWAY 19 # 22-103

24-27-15-43103-022-1030

Palm Harbor · Condominium $493,998 $298 1.75%
36750 US HIGHWAY 19 N # 18-103

25-27-15-43099-000-1030

Palm Harbor · Condominium $492,505 $297 1.52%
36750 US HIGHWAY 19 # 27-103

24-27-15-43112-027-1030

Palm Harbor · Condominium $492,229 $287 1.79%
36750 US HIGHWAY 19 # 26-101

24-27-15-43111-026-1010

Palm Harbor · Condominium $490,983 $286 1.79%

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.