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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

Exact Market KPIs

Computed from the filtered queryset before exploratory sampling.

Parcels analyzed

33,658

Exact filtered count

Median market value

$361,125

Exact median over non-null values

Mean market value

$423,133

Exact database average

Median price per sqft

$232

Exact median where sqft exists

Total market value

$14,212,606,180

Exact filtered sum

Median tax rate

1.75%

Annual tax divided by market value

Avg assessed gap

$150,124

Market value minus assessed value

Avg assessed gap %

32.02%

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 33,658 parcels with a median market value of $361,125.
  • The middle 50% of recorded market values spans $229,755 to $508,483.
  • Palm Harbor is the largest city segment in this slice with 33,658 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

$165,420

P25

$229,755

P50

$363,604

P75

$508,483

P90

$735,598

City Segments

City Parcels Median Value Median $/Sqft
Palm Harbor 33658 $361,125 $232

Property Type Segments

Type Parcels Median Value Tax Rate
Single Family Home 20038 $462,647 1.77%
Condominium 4538 $196,215 1.56%
Planned Unit Development 4310 $266,854 1.71%
Condo Conversion - Apartments to Platted Condo (Predominately Owner-Occupied) 1283 $183,685 1.56%
Condo Com Apartments 1024 $180,827 1.64%
Manufactured Home (On Individually Owned Lot) 504 $142,410 1.70%
Manufactured Home (Co-Op or Share Owned) 499 $107,684 1.80%
Vacant Residential - lot & acreage less than 5 acres 352 $197,881 1.74%
Manufactured Home (Land Condo, Individually Owned) 235 $105,180 1.69%
Vacant Manufactured Home Lot (Co-Op/Park Owned) 113 $75,225 1.84%
Condo Common Area Assn Own - open/green space 112 Contact for Price -
Condo Common Area Assn Own - w/improvement 109 Contact for Price -

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
45 KATHERINE BLVD

Palm Harbor 34684 · ALF (10 or more units)

$24,500,000

$24,500,000

900 WEST LAKE RD

Palm Harbor 34684 · ALF (10 or more units)

$22,750,000

$22,750,000

2655 NEBRASKA AVE

Palm Harbor 34684 · ALF (10 or more units)

$18,250,000

$18,250,000

795 COUNTY ROAD 1

Palm Harbor 34683 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$13,150,000

$13,150,000

2960 TAMPA RD

Palm Harbor 34684 · ALF (10 or more units)

$7,800,000

$7,800,000

37376 US HIGHWAY 19 N

Palm Harbor 34684 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$6,100,000

$6,100,000

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

Largest Assessed Gaps

Parcel Metric
BEE POND RD

Palm Harbor 34683 · Vacant Residential - lot & acreage less than 5 acres

99.35%

$303,425

3765 SHAPLAND CT

Palm Harbor 34684 · Single Family Home

93.26%

$167,134

3099 WILDS CT

Palm Harbor 34685 · Vacant Residential - lot & acreage less than 5 acres

90.66%

$399,026

3043 WILDS CT

Palm Harbor 34685 · Vacant Residential - lot & acreage less than 5 acres

90.39%

$387,631

3001 WILDS PL

Palm Harbor 34685 · Vacant Residential - lot & acreage less than 5 acres

90.31%

$384,483

3028 WILDS CT

Palm Harbor 34685 · Vacant Residential - lot & acreage less than 5 acres

89.85%

$366,865

3016 WILDS PL

Palm Harbor 34685 · Vacant Residential - lot & acreage less than 5 acres

89.82%

$365,935

3042 WILDS CT

Palm Harbor 34685 · Vacant Residential - lot & acreage less than 5 acres

89.68%

$361,001

3085 WILDS CT

Palm Harbor 34685 · Vacant Residential - lot & acreage less than 5 acres

89.60%

$358,357

3071 WILDS CT

Palm Harbor 34685 · Vacant Residential - lot & acreage less than 5 acres

89.40%

$351,378

3000 WILDS PL

Palm Harbor 34685 · Vacant Residential - lot & acreage less than 5 acres

89.28%

$347,471

3070 WILDS CT

Palm Harbor 34685 · Vacant Residential - lot & acreage less than 5 acres

88.90%

$335,560

Highest Tax Burden

Parcel Metric
4518 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

4600 PLEASANT AVE

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

4613 PLEASANT AVE

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

4653 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

4648 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

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

4652 PLEASANT AVE

Palm Harbor 34683 · Planned Unit Development

20.96%

$25,500

4658 STARGAZER CT

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
45 KATHERINE BLVD

09-28-16-00000-230-0100

Palm Harbor · ALF (10 or more units) $24,500,000 $87 1.84%
900 WEST LAKE RD

06-28-16-00000-430-0100

Palm Harbor · ALF (10 or more units) $22,750,000 $78 1.83%
2655 NEBRASKA AVE

06-28-16-00000-130-0500

Palm Harbor · ALF (10 or more units) $18,250,000 $41 1.88%
795 COUNTY ROAD 1

11-28-15-00000-430-0200

Palm Harbor · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $13,150,000 $2753 1.83%
2960 TAMPA RD

08-28-16-02509-000-0010

Palm Harbor · ALF (10 or more units) $7,800,000 $104 1.90%
37376 US HIGHWAY 19 N

30-27-16-89460-000-0200

Palm Harbor · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $6,100,000 $1243 1.81%
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%
506 HILLSBOROUGH ST

26-27-15-94590-007-0030

Palm Harbor · Single Family - more than one house per parcel $4,002,669 $578 1.85%
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%
30700 US HIGHWAY 19 N # 2

18-28-16-00000-240-0300

Palm Harbor · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $3,950,000 $1870 1.81%
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%
880 HIGHLANDS BLVD

05-28-16-00000-320-0300

Palm Harbor · ALF (10 or more units) $3,650,000 $96 1.98%
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%

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.