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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

22,114

Exact filtered count

Median market value

$302,080

Exact median over non-null values

Mean market value

$358,887

Exact database average

Median price per sqft

$203

Exact median where sqft exists

Total market value

$7,931,751,683

Exact filtered sum

Median tax rate

1.72%

Annual tax divided by market value

Avg assessed gap

$96,106

Market value minus assessed value

Avg assessed gap %

27.64%

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 22,114 parcels with a median market value of $302,080.
  • The middle 50% of recorded market values spans $238,106 to $406,285.
  • 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

$202,047

P25

$238,106

P50

$302,080

P75

$406,285

P90

$571,421

City Segments

City Parcels Median Value Median $/Sqft
Palm Harbor 4310 $266,854 $200
St. Petersburg 3274 $427,958 $226
Clearwater 3021 $311,942 $195
Largo 2753 $244,153 $190
Oldsmar 1811 $278,449 $203
Seminole 1303 $355,614 $203
Pinellas Park 1237 $266,532 $186
Dunedin 1053 $336,659 $230
Tarpon Springs 1026 $305,028 $179
Safety Harbor 614 $255,008 $251
Tierra Verde 506 $494,328 $276
Indian Rocks Beach 318 $516,134 $331

Property Type Segments

Type Parcels Median Value Tax Rate
Planned Unit Development 22114 $302,080 1.72%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
17808 LEE AVE

Redington Shores 33708 · Planned Unit Development

$3,509,254

$3,509,254

17722 LEE AVE

Redington Shores 33708 · Planned Unit Development

$3,059,713

$3,059,713

17720 LEE AVE

Redington Shores 33708 · Planned Unit Development

$3,059,713

$3,059,713

18700 GULF BLVD # 4

Indian Shores 33785 · Planned Unit Development

$2,611,021

$2,611,021

17810 LEE AVE

Redington Shores 33708 · Planned Unit Development

$2,599,800

$2,599,800

18700 GULF BLVD # 3

Indian Shores 33785 · Planned Unit Development

$2,285,318

$2,285,318

18700 GULF BLVD # 6

Indian Shores 33785 · Planned Unit Development

$2,280,958

$2,280,958

18700 GULF BLVD # 1

Indian Shores 33785 · Planned Unit Development

$2,280,443

$2,280,443

18700 GULF BLVD # 5

Indian Shores 33785 · Planned Unit Development

$2,280,443

$2,280,443

18700 GULF BLVD # 2

Indian Shores 33785 · Planned Unit Development

$2,280,443

$2,280,443

18700 GULF BLVD # 8

Indian Shores 33785 · Planned Unit Development

$2,270,643

$2,270,643

18700 GULF BLVD # 9

Indian Shores 33785 · Planned Unit Development

$2,260,843

$2,260,843

Largest Assessed Gaps

Parcel Metric
6324 71ST ST N

Pinellas Park 33781 · Planned Unit Development

86.86%

$185,039

4242 TYLER CIR N

St. Petersburg 33709 · Planned Unit Development

85.93%

$261,508

1103 BRIGADOON DR

Clearwater 33759 · Planned Unit Development

85.12%

$281,272

248 15TH ST N

St. Petersburg 33705 · Planned Unit Development

83.38%

$649,549

1383 PHEASANT CREEK DR

Palm Harbor 34684 · Planned Unit Development

82.44%

$301,377

3151 S PINES DR # 70

Largo 33771 · Planned Unit Development

81.52%

$199,504

2750 S PINES DR # 139

Largo 33771 · Planned Unit Development

81.51%

$198,915

3041 S PINES DR # 50

Largo 33771 · Planned Unit Development

81.25%

$198,915

2811 S PINES DR # 16

Largo 33771 · Planned Unit Development

81.10%

$194,604

2930 S PINES DR # 113

Largo 33771 · Planned Unit Development

81.10%

$194,604

2871 S PINES DR # 28

Largo 33771 · Planned Unit Development

80.93%

$192,840

8386 66TH WAY N

Pinellas Park 33781 · Planned Unit Development

80.88%

$313,178

Highest Tax Burden

Parcel Metric
881 6TH AVE S

St. Petersburg 33701 · Planned Unit Development

40.40%

$26,846

879 6TH AVE S

St. Petersburg 33701 · Planned Unit Development

40.40%

$26,846

883 6TH AVE S

St. Petersburg 33701 · Planned Unit Development

40.40%

$26,846

869 6TH AVE S

St. Petersburg 33701 · Planned Unit Development

40.23%

$26,846

855 6TH AVE S

St. Petersburg 33701 · Planned Unit Development

39.59%

$26,846

564 DR MARTIN LUTHER KING JR ST S

St. Petersburg 33701 · Planned Unit Development

39.41%

$26,846

873 6TH AVE S

St. Petersburg 33701 · Planned Unit Development

38.81%

$28,921

863 6TH AVE S

St. Petersburg 33701 · Planned Unit Development

38.67%

$28,921

851 6TH AVE S

St. Petersburg 33701 · Planned Unit Development

38.05%

$28,921

861 6TH AVE S

St. Petersburg 33701 · Planned Unit Development

38.05%

$28,921

568 DR MARTIN LUTHER KING JR ST S

St. Petersburg 33701 · Planned Unit Development

37.58%

$38,117

556 DR MARTIN LUTHER KING JR ST S

St. Petersburg 33701 · Planned Unit Development

36.94%

$32,020

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
17808 LEE AVE

31-30-15-36342-000-0050

Redington Shores · Planned Unit Development $3,509,254 $1015 1.48%
17720 LEE AVE

31-30-15-36342-000-0040

Redington Shores · Planned Unit Development $3,059,713 $885 1.48%
17722 LEE AVE

31-30-15-36342-000-0041

Redington Shores · Planned Unit Development $3,059,713 $885 1.48%
18700 GULF BLVD # 4

30-30-15-06363-000-0040

Indian Shores · Planned Unit Development $2,611,021 $852 1.49%
17810 LEE AVE

31-30-15-36342-000-0060

Redington Shores · Planned Unit Development $2,599,800 $752 1.74%
18700 GULF BLVD # 3

30-30-15-06363-000-0030

Indian Shores · Planned Unit Development $2,285,318 $772 1.62%
18700 GULF BLVD # 6

30-30-15-06363-000-0060

Indian Shores · Planned Unit Development $2,280,958 $771 1.61%
18700 GULF BLVD # 1

30-30-15-06363-000-0010

Indian Shores · Planned Unit Development $2,280,443 $770 1.62%
18700 GULF BLVD # 5

30-30-15-06363-000-0050

Indian Shores · Planned Unit Development $2,280,443 $770 1.60%
18700 GULF BLVD # 2

30-30-15-06363-000-0020

Indian Shores · Planned Unit Development $2,280,443 $770 1.61%
18700 GULF BLVD # 8

30-30-15-06363-000-0080

Indian Shores · Planned Unit Development $2,270,643 $767 1.62%
18700 GULF BLVD # 9

30-30-15-06363-000-0090

Indian Shores · Planned Unit Development $2,260,843 $764 1.62%
18700 GULF BLVD # 10

30-30-15-06363-000-0100

Indian Shores · Planned Unit Development $2,260,843 $764 1.60%
188 BRIGHTWATER DR # 1

08-29-15-11491-000-0260

Clearwater · Planned Unit Development $2,223,018 $556 1.96%
182 BRIGHTWATER DR # 1

08-29-15-11491-000-0210

Clearwater · Planned Unit Development $2,150,922 $571 1.96%
18700 GULF BLVD # 7

30-30-15-06363-000-0070

Indian Shores · Planned Unit Development $2,127,852 $694 1.54%
176 BRIGHTWATER DR # 1

08-29-15-11491-000-0160

Clearwater · Planned Unit Development $1,963,979 $599 1.96%
188 BRIGHTWATER DR # 5

08-29-15-11491-000-0300

Clearwater · Planned Unit Development $1,955,513 $596 1.96%
182 BRIGHTWATER DR # 5

08-29-15-11491-000-0250

Clearwater · Planned Unit Development $1,932,507 $589 1.96%
176 BRIGHTWATER DR # 5

08-29-15-11491-000-0200

Clearwater · Planned Unit Development $1,919,995 $585 1.96%
206 SAND KEY ESTATES DR

30-29-15-58920-000-0470

Clearwater · Planned Unit Development $1,896,673 $582 1.90%
198 SAND KEY ESTATES DR

30-29-15-58920-000-0490

Clearwater · Planned Unit Development $1,894,292 $644 2.25%
15320 GULF BLVD

09-31-15-34505-000-0021

Madeira Beach · Planned Unit Development $1,860,364 $761 1.56%
51 BAYVIEW CT S # B

10-32-16-55258-010-0020

St. Petersburg · Planned Unit Development $1,837,474 $703 1.47%
55 BAYVIEW CT S # A

10-32-16-55258-011-0010

St. Petersburg · Planned Unit Development $1,837,083 $703 1.47%

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.