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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

3,291

Exact filtered count

Median market value

$148,004

Exact median over non-null values

Mean market value

$161,943

Exact database average

Median price per sqft

$169

Exact median where sqft exists

Total market value

$532,955,146

Exact filtered sum

Median tax rate

1.88%

Annual tax divided by market value

Avg assessed gap

$10,455

Market value minus assessed value

Avg assessed gap %

6.84%

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 3,291 parcels with a median market value of $148,004.
  • The middle 50% of recorded market values spans $121,206 to $190,126.
  • Palm Harbor is the largest city segment in this slice with 1,024 parcels.
  • Condo Com Apartments 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

$95,400

P25

$121,206

P50

$148,004

P75

$190,126

P90

$233,189

City Segments

City Parcels Median Value Median $/Sqft
Palm Harbor 1024 $180,827 $195
Clearwater 785 $121,206 $153
Largo 465 $148,004 $148
North Redington Beach 263 $224,493 $229
Dunedin 261 $155,551 $170
Pinellas Park 160 $140,569 $134
St. Petersburg 155 $87,656 $113
Seminole 110 $124,100 $128
Indian Rocks Beach 33 $140,250 $225
Madeira Beach 17 $138,346 $347
St. Pete Beach 10 $125,294 $269
South Pasadena 4 $133,875 $134

Property Type Segments

Type Parcels Median Value Tax Rate
Condo Com Apartments 3291 $148,004 1.88%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
420 4TH ST S

St. Petersburg 33701 · Condo Com Apartments

$4,200,000

$4,200,000

300 4TH AVE S

St. Petersburg 33701 · Condo Com Apartments

$3,700,000

$3,700,000

3890 34TH AVE S # 1A

St. Petersburg 33711 · Condo Com Apartments

$2,223,706

$2,223,706

512 2ND ST # 3

Indian Rocks Beach 33785 · Condo Com Apartments

$479,296

$479,296

17105 GULF BLVD # 414

North Redington Beach 33708 · Condo Com Apartments

$370,982

$370,982

17105 GULF BLVD # 413

North Redington Beach 33708 · Condo Com Apartments

$370,982

$370,982

4971 CAMBRIDGE BLVD # 203

Palm Harbor 34685 · Condo Com Apartments

$342,023

$342,023

4953 CAMBRIDGE BLVD # 203

Palm Harbor 34685 · Condo Com Apartments

$342,023

$342,023

4930 CAMBRIDGE BLVD # 203

Palm Harbor 34685 · Condo Com Apartments

$342,023

$342,023

4935 CAMBRIDGE BLVD # 204

Palm Harbor 34685 · Condo Com Apartments

$342,023

$342,023

4935 CAMBRIDGE BLVD # 201

Palm Harbor 34685 · Condo Com Apartments

$342,023

$342,023

3637 NEWCASTLE CT # 202

Palm Harbor 34685 · Condo Com Apartments

$342,023

$342,023

Largest Assessed Gaps

Parcel Metric
13125 WILCOX RD # 11201

Largo 33774 · Condo Com Apartments

82.65%

$184,033

13125 WILCOX RD # 16105

Largo 33774 · Condo Com Apartments

82.12%

$178,633

13125 WILCOX RD # 10104

Largo 33774 · Condo Com Apartments

82.01%

$173,971

13300 WALSINGHAM RD # 80

Largo 33774 · Condo Com Apartments

81.55%

$148,004

13300 WALSINGHAM RD # 74

Largo 33774 · Condo Com Apartments

81.13%

$177,598

13300 WALSINGHAM RD # 65

Largo 33774 · Condo Com Apartments

79.86%

$148,004

310 78TH AVE # 7

St. Pete Beach 33706 · Condo Com Apartments

79.18%

$59,280

13303 WHISPERING PALMS PL SW # 107

Largo 33774 · Condo Com Apartments

75.88%

$139,665

13202 WHISPERING PALMS PL SW # 1001

Largo 33774 · Condo Com Apartments

75.88%

$139,665

13307 WHISPERING PALMS PL SW # 307

Largo 33774 · Condo Com Apartments

75.88%

$139,665

13307 WHISPERING PALMS PL SW # 306

Largo 33774 · Condo Com Apartments

75.88%

$139,665

13305 WHISPERING PALMS PL SW # 204

Largo 33774 · Condo Com Apartments

75.86%

$136,940

Highest Tax Burden

Parcel Metric
1715 HAMPTON LN

Dunedin 34683 · Condo Com Apartments

3.42%

$63,112

13711 GULF BLVD # 2

Madeira Beach 33708 · Condo Com Apartments

3.05%

$121,418

13711 GULF BLVD # 3

Madeira Beach 33708 · Condo Com Apartments

3.05%

$118,014

13711 GULF BLVD # 1

Madeira Beach 33708 · Condo Com Apartments

3.05%

$125,957

13713 GULF BLVD # 6

Madeira Beach 33708 · Condo Com Apartments

3.05%

$66,950

13713 GULF BLVD # 4

Madeira Beach 33708 · Condo Com Apartments

3.05%

$66,950

13713 GULF BLVD # 5

Madeira Beach 33708 · Condo Com Apartments

3.05%

$66,950

13713 GULF BLVD # 7

Madeira Beach 33708 · Condo Com Apartments

2.89%

$75,450

198 N FERNWOOD AVE # 1

Clearwater 33765 · Condo Com Apartments

2.72%

$93,891

198 N FERNWOOD AVE # 4

Clearwater 33765 · Condo Com Apartments

2.72%

$93,891

198 N FERNWOOD AVE # 6

Clearwater 33765 · Condo Com Apartments

2.69%

$96,740

198 N FERNWOOD AVE # 5

Clearwater 33765 · Condo Com Apartments

2.69%

$96,740

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
420 4TH ST S

19-31-17-93489-000-0010

St. Petersburg · Condo Com Apartments $4,200,000 $39 2.04%
300 4TH AVE S

19-31-17-93489-000-0020

St. Petersburg · Condo Com Apartments $3,700,000 $67 2.05%
3890 34TH AVE S # 1A

34-31-16-38609-001-0110

St. Petersburg · Condo Com Apartments $2,223,706 $106 2.23%
512 2ND ST # 3

12-30-14-37860-000-0030

Indian Rocks Beach · Condo Com Apartments $479,296 $131 2.57%
17105 GULF BLVD # 414

05-31-15-34810-002-4140

North Redington Beach · Condo Com Apartments $370,982 $183 2.25%
17105 GULF BLVD # 413

05-31-15-34810-002-4130

North Redington Beach · Condo Com Apartments $370,982 $183 2.25%
4935 CAMBRIDGE BLVD # 201

27-27-16-50012-312-2010

Palm Harbor · Condo Com Apartments $342,023 $201 1.59%
4953 CAMBRIDGE BLVD # 202

27-27-16-50012-318-2020

Palm Harbor · Condo Com Apartments $342,023 $201 1.59%
3637 NEWCASTLE CT # 202

27-27-16-50012-306-2020

Palm Harbor · Condo Com Apartments $342,023 $201 1.59%
4930 CAMBRIDGE BLVD # 203

27-27-16-50012-311-2030

Palm Harbor · Condo Com Apartments $342,023 $201 1.59%
4971 CAMBRIDGE BLVD # 203

27-27-16-50012-317-2030

Palm Harbor · Condo Com Apartments $342,023 $201 1.59%
4935 CAMBRIDGE BLVD # 204

27-27-16-50012-312-2040

Palm Harbor · Condo Com Apartments $342,023 $201 1.59%
4953 CAMBRIDGE BLVD # 203

27-27-16-50012-318-2030

Palm Harbor · Condo Com Apartments $342,023 $201 1.59%
3637 NEWCASTLE CT # 203

27-27-16-50012-306-2030

Palm Harbor · Condo Com Apartments $342,023 $201 1.59%
4971 CAMBRIDGE BLVD # 202

27-27-16-50012-317-2020

Palm Harbor · Condo Com Apartments $342,023 $201 1.59%
4930 CAMBRIDGE BLVD # 202

27-27-16-50012-311-2020

Palm Harbor · Condo Com Apartments $342,023 $201 1.59%
434 SKINNER BLVD # 206

27-28-15-12946-000-2060

Dunedin · Condo Com Apartments $315,000 $171 1.88%
434 SKINNER BLVD # 205

27-28-15-12946-000-2050

Dunedin · Condo Com Apartments $315,000 $171 1.88%
4983 CAMBRIDGE BLVD # 201

27-27-16-50012-316-2010

Palm Harbor · Condo Com Apartments $309,124 $201 1.59%
4954 BARCLAY DR # 202

27-27-16-50012-315-2020

Palm Harbor · Condo Com Apartments $309,124 $201 1.59%
4971 CAMBRIDGE BLVD # 204

27-27-16-50012-317-2040

Palm Harbor · Condo Com Apartments $309,124 $201 1.59%
4983 CAMBRIDGE BLVD # 203

27-27-16-50012-316-2030

Palm Harbor · Condo Com Apartments $309,124 $201 1.59%
4953 CAMBRIDGE BLVD # 204

27-27-16-50012-318-2040

Palm Harbor · Condo Com Apartments $309,124 $201 1.59%
4914 CAMBRIDGE BLVD # 204

27-27-16-50012-309-2040

Palm Harbor · Condo Com Apartments $309,124 $201 1.59%
4953 CAMBRIDGE BLVD # 201

27-27-16-50012-318-2010

Palm Harbor · Condo Com Apartments $309,124 $201 1.59%

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.