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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

35,263

Exact filtered count

Median market value

$358,140

Exact median over non-null values

Mean market value

$458,280

Exact database average

Median price per sqft

$232

Exact median where sqft exists

Total market value

$16,126,884,785

Exact filtered sum

Median tax rate

1.76%

Annual tax divided by market value

Avg assessed gap

$147,185

Market value minus assessed value

Avg assessed gap %

31.22%

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 35,263 parcels with a median market value of $358,140.
  • The middle 50% of recorded market values spans $228,630 to $515,223.
  • Palm Harbor is the largest city segment in this slice with 35,263 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

$161,547

P25

$228,630

P50

$364,656

P75

$515,223

P90

$757,555

City Segments

City Parcels Median Value Median $/Sqft
Palm Harbor 35263 $358,140 $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%
Subdivision common area - open/green space, assn owned 257 Contact for Price -
Manufactured Home (Land Condo, Individually Owned) 235 $105,180 1.69%
Subdivision common area - (sewage disposal, solid waste, borrow pit, drainage reservoir, waste land) 165 Contact for Price -
Vacant Manufactured Home Lot (Co-Op/Park Owned) 113 $75,225 1.84%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
1350 SEAGATE DR

Palm Harbor 34685 · Apartments (50 units or more)

$75,000,000

$75,000,000

2400 CLUBSIDE CT

Palm Harbor 34683 · Apartments (50 units or more)

$69,000,000

$69,000,000

3975 COUNTRY PLACE LN

Palm Harbor 34684 · Apartments (50 units or more)

$43,800,000

$43,800,000

1900 OMAHA ST

Palm Harbor 34683 · County Public Schools

$43,734,751

$43,734,751

205 KATHERINE BLVD

Palm Harbor 34684 · Apartments (50 units or more)

$39,400,000

$39,400,000

31790 US HIGHWAY 19 N

Palm Harbor 34684 · Apartments (50 units or more)

$37,250,000

$37,250,000

50 KENDRA WAY

Palm Harbor 34684 · Apartments (50 units or more)

$36,800,000

$36,800,000

1500 SEAGULL DR

Palm Harbor 34685 · Apartments (50 units or more)

$35,750,000

$35,750,000

EAST LAKE RD

Palm Harbor 34685 · County Gov't - Non-residential (commercial) only

$35,584,682

$35,584,682

2480 CYPRESS POND RD

Palm Harbor 34683 · Apartments (50 units or more)

$31,400,000

$31,400,000

31177 US HIGHWAY 19 N

Palm Harbor 34684 · Apartments (50 units or more)

$31,350,000

$31,350,000

1400 SEAGULL DR

Palm Harbor 34685 · Apartments (50 units or more)

$30,250,000

$30,250,000

Largest Assessed Gaps

Parcel Metric
PINELLAS TRL

Palm Harbor 34683 · Vacant County Government

99.90%

$121,051

BEE POND RD

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

99.35%

$303,425

OMAHA ST

Palm Harbor 34683 · Vacant Commercial Land

98.84%

$196,010

RIDGEMOOR DR

Palm Harbor 34685 · Right-of-Way Street and Road, Irrigation Canal, Channel, Ditch, etc.

98.82%

$85

CURLEW RD

Palm Harbor 34683 · Vacant Commercial Land

98.58%

$17,000

TARPON WOODS BLVD

Palm Harbor 34685 · Submerged Land - river, lake

97.19%

$4,845

1200 VIRGINIA AVE

Palm Harbor 34683 · Improved Agricultural

95.06%

$517,057

3765 SHAPLAND CT

Palm Harbor 34684 · Single Family Home

93.26%

$167,134

EAST LAKE RD

Palm Harbor 34684 · Right-of-Way Street and Road, Irrigation Canal, Channel, Ditch, etc.

91.40%

$1,581

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

Highest Tax Burden

Parcel Metric
36090 US HIGHWAY 19 N # 1

Palm Harbor 34684 · Apartments (50 units or more)

48.19%

$1,329,797

3011 ALT 19

Palm Harbor 34683 · City Gov't - Non-residential (commercial) only

21.86%

$344,097

4596 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

4518 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

4600 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

4649 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

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
1350 SEAGATE DR

09-28-16-94241-000-0010

Palm Harbor · Apartments (50 units or more) $75,000,000 $177 1.76%
2400 CLUBSIDE CT

30-27-16-00000-310-0100

Palm Harbor · Apartments (50 units or more) $69,000,000 $155 1.76%
3975 COUNTRY PLACE LN

08-28-16-00000-410-0200

Palm Harbor · Apartments (50 units or more) $43,800,000 $159 1.75%
1900 OMAHA ST

01-28-15-65683-000-0020

Palm Harbor · County Public Schools $43,734,751 $162 1.81%
205 KATHERINE BLVD

09-28-16-49866-000-0010

Palm Harbor · Apartments (50 units or more) $39,400,000 $167 1.67%
31790 US HIGHWAY 19 N

07-28-16-00000-310-0100

Palm Harbor · Apartments (50 units or more) $37,250,000 $171 1.73%
50 KENDRA WAY

09-28-16-00000-230-0200

Palm Harbor · Apartments (50 units or more) $36,800,000 $172 1.71%
1500 SEAGULL DR

09-28-16-25361-000-0010

Palm Harbor · Apartments (50 units or more) $35,750,000 $152 1.63%
EAST LAKE RD

33-27-16-00000-240-0100

Palm Harbor · County Gov't - Non-residential (commercial) only $35,584,682 $6821 1.86%
2480 CYPRESS POND RD

30-27-16-89460-000-0181

Palm Harbor · Apartments (50 units or more) $31,400,000 $151 1.75%
31177 US HIGHWAY 19 N

18-28-16-00000-120-0400

Palm Harbor · Apartments (50 units or more) $31,350,000 $143 1.73%
1400 SEAGULL DR

09-28-16-25361-000-0020

Palm Harbor · Apartments (50 units or more) $30,250,000 $151 1.64%
3301 BENTLEY DR

32-27-16-00000-340-0100

Palm Harbor · County Public Schools $29,786,981 $166 1.66%
30505 US HIGHWAY 19 N

18-28-16-00000-130-0400

Palm Harbor · Neighborhood Shopping Center $24,675,000 $167 1.82%
45 KATHERINE BLVD

09-28-16-00000-230-0100

Palm Harbor · ALF (10 or more units) $24,500,000 $87 1.84%
1800 TAMPA RD

12-28-15-00000-130-0100

Palm Harbor · County Public Schools $23,517,563 $122 1.64%
33119 US HIGHWAY 19 N

06-28-16-00000-430-0300

Palm Harbor · Neighborhood Shopping Center $23,190,000 $165 1.83%
900 WEST LAKE RD

06-28-16-00000-430-0100

Palm Harbor · ALF (10 or more units) $22,750,000 $78 1.83%
1551 BELCHER RD

01-28-15-88560-031-0001

Palm Harbor · Church, Church School, Church Owned Building (Parsonage code 0110), Salvation Army, Missions $21,534,720 $195 1.63%
2480 CYPRESS POND RD

30-27-16-89460-000-0180

Palm Harbor · Apartments (50 units or more) $20,000,000 $146 1.76%
36750 US HIGHWAY 19 N

25-27-15-00000-100-0100

Palm Harbor · Regulation, PAR 3 Golf Course $18,800,000 $79 1.81%
3400 EAST LAKE RD

09-28-16-00000-310-0100

Palm Harbor · Neighborhood Shopping Center $18,715,000 $185 1.81%
4900 CYPRESS WOODS BLVD

27-27-16-00000-210-0100

Palm Harbor · County Public Schools $18,252,495 $178 1.68%
2655 NEBRASKA AVE

06-28-16-00000-130-0500

Palm Harbor · ALF (10 or more units) $18,250,000 $41 1.88%
2855 COUNTY ROAD 95

07-28-16-00000-440-0110

Palm Harbor · County Public Schools $15,904,090 $169 1.66%

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.