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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

20,038

Exact filtered count

Median market value

$462,647

Exact median over non-null values

Mean market value

$549,716

Exact database average

Median price per sqft

$254

Exact median where sqft exists

Total market value

$11,014,658,475

Exact filtered sum

Median tax rate

1.77%

Annual tax divided by market value

Avg assessed gap

$212,438

Market value minus assessed value

Avg assessed gap %

38.00%

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 20,038 parcels with a median market value of $462,647.
  • The middle 50% of recorded market values spans $373,628 to $634,531.
  • Palm Harbor is the largest city segment in this slice with 20,038 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

$306,598

P25

$373,628

P50

$462,647

P75

$634,531

P90

$846,335

City Segments

City Parcels Median Value Median $/Sqft
Palm Harbor 20038 $462,647 $254

Property Type Segments

Type Parcels Median Value Tax Rate
Single Family Home 20038 $462,647 1.77%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
605 ORANGE ST

Palm Harbor 34683 · Single Family Home

$4,933,041

$4,933,041

303 BANANA ST

Palm Harbor 34683 · Single Family Home

$4,896,446

$4,896,446

2944 LEPRECHAUN LN

Palm Harbor 34683 · Single Family Home

$4,800,128

$4,800,128

649 ORANGE ST

Palm Harbor 34683 · Single Family Home

$4,738,028

$4,738,028

103 CARLYLE CIR

Palm Harbor 34683 · Single Family Home

$4,338,261

$4,338,261

260 SHORE DR

Palm Harbor 34683 · Single Family Home

$4,184,766

$4,184,766

639 ORANGE ST

Palm Harbor 34683 · Single Family Home

$4,070,422

$4,070,422

920 ILLINOIS AVE

Palm Harbor 34683 · Single Family Home

$4,001,763

$4,001,763

201 SHORE DR

Palm Harbor 34683 · Single Family Home

$3,975,689

$3,975,689

2863 COBBLESTONE DR

Palm Harbor 34684 · Single Family Home

$3,803,890

$3,803,890

3000 LEPRECHAUN LN

Palm Harbor 34683 · Single Family Home

$3,786,348

$3,786,348

672 SOUNDVIEW DR

Palm Harbor 34683 · Single Family Home

$3,742,075

$3,742,075

Largest Assessed Gaps

Parcel Metric
3765 SHAPLAND CT

Palm Harbor 34684 · Single Family Home

93.26%

$167,134

286 ORANGE ST

Palm Harbor 34683 · Single Family Home

88.20%

$447,288

2238 TONIWOOD LN

Palm Harbor 34685 · Single Family Home

87.56%

$557,096

4749 SIMCOE ST

Palm Harbor 34683 · Single Family Home

85.68%

$526,138

815 MAPLE RIDGE RD

Palm Harbor 34683 · Single Family Home

84.39%

$355,972

2805 LONGLEAF LN

Palm Harbor 34684 · Single Family Home

83.93%

$464,464

1447 MICHIGAN AVE

Palm Harbor 34683 · Single Family Home

82.40%

$427,134

1508 VALLEY RD

Palm Harbor 34683 · Single Family Home

81.63%

$200,653

321 LAGOON DR

Palm Harbor 34683 · Single Family Home

80.11%

$605,584

1926 FLORIDA AVE

Palm Harbor 34683 · Single Family Home

79.53%

$357,203

430 E LEMON ST

Palm Harbor 34683 · Single Family Home

79.51%

$708,741

324 MARGIE ST

Palm Harbor 34683 · Single Family Home

79.17%

$410,867

Highest Tax Burden

Parcel Metric
2675 MACKLIN CT

Palm Harbor 34684 · Single Family Home

15.90%

$19,918

270 LAROCCA CT

Palm Harbor 34683 · Single Family Home

15.41%

$113,328

271 LAROCCA CT

Palm Harbor 34683 · Single Family Home

13.51%

$103,987

1891 HAVENLY RDG

Palm Harbor 34683 · Single Family Home

12.66%

$229,542

250 LAROCCA CT

Palm Harbor 34683 · Single Family Home

11.98%

$109,340

590 RYAN'S WOODS LN

Palm Harbor 34683 · Single Family Home

11.85%

$128,634

503 DRIFTWOOD DR W

Palm Harbor 34683 · Single Family Home

10.56%

$122,300

1933 JULLEE LN

Palm Harbor 34683 · Single Family Home

10.07%

$221,000

412 NORTH CAROLINA AVE

Palm Harbor 34683 · Single Family Home

9.80%

$185,137

3157 HARVEST MOON DR

Palm Harbor 34683 · Single Family Home

9.54%

$198,973

1895 HAVENLY RDG

Palm Harbor 34683 · Single Family Home

9.06%

$229,542

1878 HAVENLY RDG

Palm Harbor 34684 · Single Family Home

8.83%

$217,054

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
605 ORANGE ST

02-28-15-97380-002-0300

Palm Harbor · Single Family Home $4,933,041 $732 1.82%
303 BANANA ST

11-28-15-29898-003-0200

Palm Harbor · Single Family Home $4,896,446 $767 1.87%
2944 LEPRECHAUN LN

36-27-15-89334-000-0162

Palm Harbor · Single Family Home $4,800,128 $422 1.74%
649 ORANGE ST

02-28-15-97380-002-0000

Palm Harbor · Single Family Home $4,738,028 $716 1.88%
103 CARLYLE CIR

27-27-15-42678-000-0020

Palm Harbor · Single Family Home $4,338,261 $698 1.76%
260 SHORE DR

10-28-15-65016-001-0040

Palm Harbor · Single Family Home $4,184,766 $667 1.80%
639 ORANGE ST

02-28-15-97380-002-0800

Palm Harbor · Single Family Home $4,070,422 $1178 1.87%
920 ILLINOIS AVE

01-28-15-88560-135-0600

Palm Harbor · Single Family Home $4,001,763 $705 1.78%
201 SHORE DR

10-28-15-65052-011-0180

Palm Harbor · Single Family Home $3,975,689 $588 1.82%
2863 COBBLESTONE DR

32-27-16-16866-001-0170

Palm Harbor · Single Family Home $3,803,890 $434 1.75%
3000 LEPRECHAUN LN

36-27-15-89334-000-0161

Palm Harbor · Single Family Home $3,786,348 $578 1.79%
672 SOUNDVIEW DR

02-28-15-77917-000-0690

Palm Harbor · Single Family Home $3,742,075 $575 2.35%
136 HARBOR DR

10-28-15-65124-000-0340

Palm Harbor · Single Family Home $3,691,003 $706 1.87%
2847 COBBLESTONE DR

32-27-16-16866-001-0190

Palm Harbor · Single Family Home $3,637,267 $358 1.78%
911 MANNING RD

13-28-15-00000-210-0400

Palm Harbor · Single Family Home $3,630,347 $451 1.83%
3265 BLACKSTONE DR

32-27-16-26160-000-0040

Palm Harbor · Single Family Home $3,612,945 $424 1.73%
276 SHORE DR

10-28-15-65016-001-0020

Palm Harbor · Single Family Home $3,592,172 $568 1.83%
248 SHORE DR

10-28-15-65016-001-0090

Palm Harbor · Single Family Home $3,548,279 $674 1.86%
402 HILLSBOROUGH ST

26-27-15-42828-000-0050

Palm Harbor · Single Family Home $3,517,468 $677 2.02%
4650 RIDGE VIEW RD

19-27-16-00000-430-0200

Palm Harbor · Single Family Home $3,510,707 $448 1.74%
3501 SHORELINE CIR

32-27-16-78612-000-0090

Palm Harbor · Single Family Home $3,366,007 $380 1.82%
1709 8TH ST

01-28-15-88560-020-0001

Palm Harbor · Single Family Home $3,358,432 $930 1.72%
1058 ROUNDSTONE PL

26-27-15-39357-000-0940

Palm Harbor · Single Family Home $3,351,511 $368 1.74%
1134 SKYE LN

26-27-15-39357-000-0870

Palm Harbor · Single Family Home $3,350,867 $456 1.75%
3677 WOODRIDGE PL

32-27-16-78617-000-0140

Palm Harbor · Single Family Home $3,312,641 $449 1.68%

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.