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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

5,960

Exact filtered count

Median market value

$138,742

Exact median over non-null values

Mean market value

$263,650

Exact database average

Median price per sqft

-

Exact median where sqft exists

Total market value

$1,532,071,652

Exact filtered sum

Median tax rate

1.83%

Annual tax divided by market value

Avg assessed gap

$67,237

Market value minus assessed value

Avg assessed gap %

30.78%

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 5,960 parcels with a median market value of $138,742.
  • The middle 50% of recorded market values spans $73,146 to $271,284.
  • St. Petersburg is the largest city segment in this slice with 2,335 parcels.
  • Vacant Residential - lot & acreage less than 5 acres 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

$48,892

P25

$73,146

P50

$138,742

P75

$271,284

P90

$518,241

City Segments

City Parcels Median Value Median $/Sqft
St. Petersburg 2335 $107,171 -
Tarpon Springs 750 $100,212 -
Clearwater 611 $103,618 -
Palm Harbor 352 $197,881 -
Largo 240 $124,751 -
Seminole 182 $145,744 -
Pinellas Park 178 $103,241 -
Safety Harbor 164 $227,740 -
Oldsmar 154 $85,004 -
Dunedin 124 $235,721 -
St. Pete Beach 116 $587,376 -
Gulfport 105 $241,721 -

Property Type Segments

Type Parcels Median Value Tax Rate
Vacant Residential - lot & acreage less than 5 acres 5960 $138,742 1.83%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
MANDALAY PT

Clearwater 33767 · Vacant Residential - lot & acreage less than 5 acres

$20,063,809

$20,063,809

400 GULF BLVD

Belleair Shore 33786 · Vacant Residential - lot & acreage less than 5 acres

$8,544,734

$8,544,734

1360 GULF BLVD

Belleair Shore 33786 · Vacant Residential - lot & acreage less than 5 acres

$6,783,784

$6,783,784

540 GULF BLVD

Belleair Shore 33786 · Vacant Residential - lot & acreage less than 5 acres

$5,566,616

$5,566,616

19738 GULF BLVD

Indian Shores 33785 · Vacant Residential - lot & acreage less than 5 acres

$5,315,568

$5,315,568

2102 BEACH TRL

Indian Rocks Beach 33785 · Vacant Residential - lot & acreage less than 5 acres

$5,237,174

$5,237,174

1555 BRIGHTWATERS BLVD NE

St. Petersburg 33704 · Vacant Residential - lot & acreage less than 5 acres

$5,120,953

$5,120,953

18840 GULF BLVD

Indian Shores 33785 · Vacant Residential - lot & acreage less than 5 acres

$5,032,228

$5,032,228

125 BAY POINT DR NE

St. Petersburg 33704 · Vacant Residential - lot & acreage less than 5 acres

$4,802,043

$4,802,043

620 GULF BLVD

Belleair Shore 33786 · Vacant Residential - lot & acreage less than 5 acres

$4,748,798

$4,748,798

1771 BRIGHTWATERS BLVD NE

St. Petersburg 33704 · Vacant Residential - lot & acreage less than 5 acres

$4,670,912

$4,670,912

1 4TH AVE

Indian Rocks Beach 33785 · Vacant Residential - lot & acreage less than 5 acres

$4,572,150

$4,572,150

Largest Assessed Gaps

Parcel Metric
71ST ST N

St. Petersburg 33709 · Vacant Residential - lot & acreage less than 5 acres

99.92%

$211,539

VILLAGE DR

Seminole 33772 · Vacant Residential - lot & acreage less than 5 acres

99.50%

$76,546

BEE POND RD

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

99.35%

$303,425

2697 ST ANDREWS BLVD

Tarpon Springs 34688 · Vacant Residential - lot & acreage less than 5 acres

99.26%

$198,905

ST ANDREWS BLVD

Tarpon Springs 34688 · Vacant Residential - lot & acreage less than 5 acres

98.61%

$105,689

3226 EMERSON AVE S

St. Petersburg 33712 · Vacant Residential - lot & acreage less than 5 acres

96.83%

$242,897

2026 13TH ST S

St. Petersburg 33705 · Vacant Residential - lot & acreage less than 5 acres

96.76%

$61,673

132ND AVE

Largo 33774 · Vacant Residential - lot & acreage less than 5 acres

96.60%

$97,156

132ND AVE

Largo 33774 · Vacant Residential - lot & acreage less than 5 acres

96.60%

$97,156

132ND AVE

Largo 33774 · Vacant Residential - lot & acreage less than 5 acres

96.53%

$95,204

3211 EMERSON AVE S

St. Petersburg 33712 · Vacant Residential - lot & acreage less than 5 acres

96.52%

$125,542

126TH ST

Largo 33774 · Vacant Residential - lot & acreage less than 5 acres

96.46%

$130,026

Highest Tax Burden

Parcel Metric
TIMBERVIEW DR

Safety Harbor 34695 · Vacant Residential - lot & acreage less than 5 acres

25.00%

$4

FAYETTE DR

Safety Harbor 34695 · Vacant Residential - lot & acreage less than 5 acres

25.00%

$4

FAYETTE DR

Safety Harbor 34695 · Vacant Residential - lot & acreage less than 5 acres

25.00%

$4

40TH ST N

Pinellas Park 33781 · Vacant Residential - lot & acreage less than 5 acres

23.69%

$97,967

102ND ST

Largo 33773 · Vacant Residential - lot & acreage less than 5 acres

20.00%

$5

9TH AVE S

St. Petersburg 33705 · Vacant Residential - lot & acreage less than 5 acres

15.43%

$8,388

1100 8TH ST N

St. Petersburg 33701 · Vacant Residential - lot & acreage less than 5 acres

9.89%

$85,116

1297 PALMETTO ST

Clearwater 33755 · Vacant Residential - lot & acreage less than 5 acres

9.29%

$21,532

95TH ST

Largo 33773 · Vacant Residential - lot & acreage less than 5 acres

6.91%

$21,803

95TH ST

Largo 33773 · Vacant Residential - lot & acreage less than 5 acres

6.91%

$21,803

67TH AVE N

Pinellas Park 33781 · Vacant Residential - lot & acreage less than 5 acres

4.57%

$54,373

67TH AVE N

Pinellas Park 33781 · Vacant Residential - lot & acreage less than 5 acres

4.57%

$54,373

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
MANDALAY PT

32-28-15-54684-000-0070

Clearwater · Vacant Residential - lot & acreage less than 5 acres $20,063,809 - 1.83%
400 GULF BLVD

31-29-15-06570-000-0140

Belleair Shore · Vacant Residential - lot & acreage less than 5 acres $8,544,734 - 1.28%
1360 GULF BLVD

31-29-15-06570-000-0490

Belleair Shore · Vacant Residential - lot & acreage less than 5 acres $6,783,784 - 1.22%
540 GULF BLVD

31-29-15-06570-000-0200

Belleair Shore · Vacant Residential - lot & acreage less than 5 acres $5,566,616 - 1.20%
19738 GULF BLVD

24-30-14-42912-003-0100

Indian Shores · Vacant Residential - lot & acreage less than 5 acres $5,315,568 - 1.60%
2102 BEACH TRL

01-30-14-42030-048-0040

Indian Rocks Beach · Vacant Residential - lot & acreage less than 5 acres $5,237,174 - 1.59%
1555 BRIGHTWATERS BLVD NE

08-31-17-83574-000-5260

St. Petersburg · Vacant Residential - lot & acreage less than 5 acres $5,120,953 - 1.77%
18840 GULF BLVD

30-30-15-42822-002-0010

Indian Shores · Vacant Residential - lot & acreage less than 5 acres $5,032,228 - 1.60%
125 BAY POINT DR NE

17-31-17-04428-000-0120

St. Petersburg · Vacant Residential - lot & acreage less than 5 acres $4,802,043 - 1.84%
620 GULF BLVD

31-29-15-06570-000-0220

Belleair Shore · Vacant Residential - lot & acreage less than 5 acres $4,748,798 - 1.17%
1771 BRIGHTWATERS BLVD NE

09-31-17-83430-001-0090

St. Petersburg · Vacant Residential - lot & acreage less than 5 acres $4,670,912 - 1.82%
1 4TH AVE

12-30-14-42858-006-0010

Indian Rocks Beach · Vacant Residential - lot & acreage less than 5 acres $4,572,150 - 1.59%
1000 GULF BLVD

31-29-15-06570-000-0350

Belleair Shore · Vacant Residential - lot & acreage less than 5 acres $4,559,120 - 1.21%
300 GULF BLVD

31-29-15-06570-000-0110

Belleair Shore · Vacant Residential - lot & acreage less than 5 acres $4,436,753 - 1.28%
BAYVIEW DR

28-29-15-06732-017-0020

Belleair · Vacant Residential - lot & acreage less than 5 acres $4,387,596 - 2.28%
900 GULF BLVD

31-29-15-06570-000-0320

Belleair Shore · Vacant Residential - lot & acreage less than 5 acres $4,307,749 - 1.28%
660 GULF BLVD

31-29-15-06570-000-0240

Belleair Shore · Vacant Residential - lot & acreage less than 5 acres $4,298,426 - 1.28%
880 GULF BLVD

31-29-15-06570-000-0310

Belleair Shore · Vacant Residential - lot & acreage less than 5 acres $4,298,350 - 1.28%
GULF BLVD

31-29-15-06570-000-0300

Belleair Shore · Vacant Residential - lot & acreage less than 5 acres $4,298,350 - 1.28%
16004 GULF BLVD

05-31-15-00000-430-1300

Redington Beach · Vacant Residential - lot & acreage less than 5 acres $4,113,753 - 1.53%
4 GULF BLVD

13-30-14-42840-004-0130

Indian Rocks Beach · Vacant Residential - lot & acreage less than 5 acres $3,965,000 - 1.59%
417 ST ANDREWS DR

20-29-15-07372-000-0160

Belleair · Vacant Residential - lot & acreage less than 5 acres $3,861,987 - 1.91%
320 GULF BLVD

12-30-14-42858-006-0040

Indian Rocks Beach · Vacant Residential - lot & acreage less than 5 acres $3,716,550 - 1.59%
15800 GULF BLVD

04-31-15-52560-013-0080

Redington Beach · Vacant Residential - lot & acreage less than 5 acres $3,466,710 - 1.53%
1034 ELDORADO AVE

05-29-15-54666-069-0140

Clearwater · Vacant Residential - lot & acreage less than 5 acres $3,447,526 - 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.