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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

4,310

Exact filtered count

Median market value

$266,854

Exact median over non-null values

Mean market value

$284,508

Exact database average

Median price per sqft

$200

Exact median where sqft exists

Total market value

$1,226,229,273

Exact filtered sum

Median tax rate

1.71%

Annual tax divided by market value

Avg assessed gap

$83,283

Market value minus assessed value

Avg assessed gap %

29.31%

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 4,310 parcels with a median market value of $266,854.
  • The middle 50% of recorded market values spans $226,492 to $332,483.
  • Palm Harbor is the largest city segment in this slice with 4,310 parcels.
  • Planned Unit Development 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

$208,028

P25

$226,492

P50

$266,854

P75

$332,483

P90

$385,559

City Segments

City Parcels Median Value Median $/Sqft
Palm Harbor 4310 $266,854 $200

Property Type Segments

Type Parcels Median Value Tax Rate
Planned Unit Development 4310 $266,854 1.71%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
1750 ARABIAN LN

Palm Harbor 34685 · Planned Unit Development

$777,515

$777,515

1684 ARABIAN LN

Palm Harbor 34685 · Planned Unit Development

$753,534

$753,534

1784 ARABIAN LN

Palm Harbor 34685 · Planned Unit Development

$746,097

$746,097

1628 LAGO VISTA BLVD

Palm Harbor 34685 · Planned Unit Development

$708,455

$708,455

1648 LAGO VISTA BLVD

Palm Harbor 34685 · Planned Unit Development

$642,144

$642,144

1670 LAGO VISTA BLVD

Palm Harbor 34685 · Planned Unit Development

$642,144

$642,144

586 OZONA VILLAGE DR

Palm Harbor 34683 · Planned Unit Development

$638,404

$638,404

596 OZONA VILLAGE DR

Palm Harbor 34683 · Planned Unit Development

$633,381

$633,381

616 OZONA VILLAGE DR

Palm Harbor 34683 · Planned Unit Development

$613,745

$613,745

593 OZONA VILLAGE DR

Palm Harbor 34683 · Planned Unit Development

$610,001

$610,001

563 OZONA VILLAGE DR

Palm Harbor 34683 · Planned Unit Development

$607,808

$607,808

603 OZONA VILLAGE DR

Palm Harbor 34683 · Planned Unit Development

$607,808

$607,808

Largest Assessed Gaps

Parcel Metric
1383 PHEASANT CREEK DR

Palm Harbor 34684 · Planned Unit Development

82.44%

$301,377

916 ROSEWOOD LN

Palm Harbor 34684 · Planned Unit Development

76.45%

$281,054

892 JACKSON CT

Palm Harbor 34683 · Planned Unit Development

76.00%

$266,786

479 HARBOR SPRINGS DR

Palm Harbor 34683 · Planned Unit Development

75.76%

$378,835

955 HAMILTON CT

Palm Harbor 34683 · Planned Unit Development

75.63%

$260,459

941 HAMILTON CT

Palm Harbor 34683 · Planned Unit Development

75.63%

$260,459

610 GREEN VALLEY RD # H5

Palm Harbor 34683 · Planned Unit Development

75.45%

$151,391

610 GREEN VALLEY RD # H4

Palm Harbor 34683 · Planned Unit Development

75.45%

$151,391

949 HAMILTON CT

Palm Harbor 34683 · Planned Unit Development

75.41%

$255,430

918 JACKSON CT

Palm Harbor 34683 · Planned Unit Development

75.40%

$261,866

348 BUCKINGHAM PL

Palm Harbor 34684 · Planned Unit Development

75.40%

$226,074

888 JACKSON CT

Palm Harbor 34683 · Planned Unit Development

75.29%

$272,258

Highest Tax Burden

Parcel Metric
4654 STARGAZER CT

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

4609 PLEASANT AVE

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

4648 PLEASANT AVE

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

4650 STARGAZER CT

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

4588 PLEASANT AVE

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

4522 STARGAZER CT

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

4653 PLEASANT AVE

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

4649 PLEASANT AVE

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

4662 STARGAZER CT

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

4592 PLEASANT AVE

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

4518 STARGAZER CT

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

4613 PLEASANT AVE

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
1750 ARABIAN LN

04-28-16-10326-001-0490

Palm Harbor · Planned Unit Development $777,515 $129 1.46%
1684 ARABIAN LN

04-28-16-10326-001-0230

Palm Harbor · Planned Unit Development $753,534 $126 1.46%
1784 ARABIAN LN

04-28-16-10326-001-0630

Palm Harbor · Planned Unit Development $746,097 $124 1.45%
1628 LAGO VISTA BLVD

04-28-16-10329-000-1390

Palm Harbor · Planned Unit Development $708,455 $165 1.74%
1648 LAGO VISTA BLVD

04-28-16-10329-000-1460

Palm Harbor · Planned Unit Development $642,144 $145 1.74%
1670 LAGO VISTA BLVD

04-28-16-10329-000-1470

Palm Harbor · Planned Unit Development $642,144 $145 1.74%
586 OZONA VILLAGE DR

11-28-15-65147-000-0070

Palm Harbor · Planned Unit Development $638,404 $256 1.92%
596 OZONA VILLAGE DR

11-28-15-65147-000-0050

Palm Harbor · Planned Unit Development $633,381 $254 1.93%
616 OZONA VILLAGE DR

11-28-15-65147-000-0010

Palm Harbor · Planned Unit Development $613,745 $246 1.92%
593 OZONA VILLAGE DR

11-28-15-65147-000-0190

Palm Harbor · Planned Unit Development $610,001 $245 1.92%
551 OZONA VILLAGE DR

11-28-15-65147-000-0110

Palm Harbor · Planned Unit Development $607,808 $244 1.92%
603 OZONA VILLAGE DR

11-28-15-65147-000-0210

Palm Harbor · Planned Unit Development $607,808 $244 1.92%
606 OZONA VILLAGE DR

11-28-15-65147-000-0030

Palm Harbor · Planned Unit Development $607,808 $244 1.92%
563 OZONA VILLAGE DR

11-28-15-65147-000-0130

Palm Harbor · Planned Unit Development $607,808 $244 1.92%
576 OZONA VILLAGE DR

11-28-15-65147-000-0090

Palm Harbor · Planned Unit Development $603,242 $242 1.93%
573 OZONA VILLAGE DR

11-28-15-65147-000-0150

Palm Harbor · Planned Unit Development $601,871 $241 2.02%
583 OZONA VILLAGE DR

11-28-15-65147-000-0170

Palm Harbor · Planned Unit Development $601,871 $241 1.92%
602 OZONA VILLAGE DR

11-28-15-65147-000-0040

Palm Harbor · Planned Unit Development $598,958 $258 1.92%
582 OZONA VILLAGE DR

11-28-15-65147-000-0080

Palm Harbor · Planned Unit Development $598,958 $258 1.92%
623 OZONA VILLAGE DR

11-28-15-65147-000-0250

Palm Harbor · Planned Unit Development $597,305 $240 1.93%
613 OZONA VILLAGE DR

11-28-15-65147-000-0230

Palm Harbor · Planned Unit Development $597,305 $240 1.93%
4860 OSPREY RIDGE CIR

19-27-16-64861-000-0260

Palm Harbor · Planned Unit Development $591,171 $281 1.64%
4876 OSPREY RIDGE CIR

19-27-16-64861-000-0220

Palm Harbor · Planned Unit Development $590,839 $281 1.65%
4866 OSPREY RIDGE CIR

19-27-16-64861-000-0250

Palm Harbor · Planned Unit Development $589,558 $288 1.65%
592 OZONA VILLAGE DR

11-28-15-65147-000-0060

Palm Harbor · Planned Unit Development $588,741 $253 1.93%

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.