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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

7,950

Exact filtered count

Median market value

$350,000

Exact median over non-null values

Mean market value

$432,062

Exact database average

Median price per sqft

$196

Exact median where sqft exists

Total market value

$3,432,298,731

Exact filtered sum

Median tax rate

1.94%

Annual tax divided by market value

Avg assessed gap

$91,198

Market value minus assessed value

Avg assessed gap %

22.60%

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 7,950 parcels with a median market value of $350,000.
  • The middle 50% of recorded market values spans $290,000 to $480,000.
  • St. Petersburg is the largest city segment in this slice with 2,511 parcels.
  • Duplex-Triplex-Fourplex 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

$250,000

P25

$290,000

P50

$350,000

P75

$480,000

P90

$670,000

City Segments

City Parcels Median Value Median $/Sqft
St. Petersburg 2511 $357,500 $205
Clearwater 1697 $320,000 $179
Largo 1012 $320,000 $178
Dunedin 435 $440,000 $232
Gulfport 327 $390,000 $241
Madeira Beach 281 $385,000 $261
St. Pete Beach 231 $610,000 $318
Treasure Island 217 $530,000 $298
Pinellas Park 215 $280,000 $176
Indian Rocks Beach 208 $740,000 $358
Tarpon Springs 182 $310,000 $164
Seminole 131 $300,000 $179

Property Type Segments

Type Parcels Median Value Tax Rate
Duplex-Triplex-Fourplex 7950 $350,000 1.94%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
18270 SUNSET BLVD

Redington Shores 33708 · Duplex-Triplex-Fourplex

$6,542,214

$6,542,214

72 GULF BLVD

Indian Rocks Beach 33785 · Duplex-Triplex-Fourplex

$4,200,000

$4,200,000

20254 GULF BLVD

Indian Shores 33785 · Duplex-Triplex-Fourplex

$4,100,000

$4,100,000

20238 GULF BLVD

Indian Shores 33785 · Duplex-Triplex-Fourplex

$4,000,000

$4,000,000

19926 GULF BLVD

Indian Shores 33785 · Duplex-Triplex-Fourplex

$3,750,000

$3,750,000

2909 SUNSET WAY

St. Pete Beach 33706 · Duplex-Triplex-Fourplex

$3,750,000

$3,750,000

516 GULF BLVD

Indian Rocks Beach 33785 · Duplex-Triplex-Fourplex

$3,700,000

$3,700,000

2308 BEACH TRL

Indian Rocks Beach 33785 · Duplex-Triplex-Fourplex

$3,550,000

$3,550,000

19300 GULF BLVD

Indian Shores 33785 · Duplex-Triplex-Fourplex

$3,535,000

$3,535,000

802 BEACH TRL

Indian Rocks Beach 33785 · Duplex-Triplex-Fourplex

$3,250,000

$3,250,000

3610 EL CENTRO ST

St. Pete Beach 33706 · Duplex-Triplex-Fourplex

$3,200,000

$3,200,000

2408 SUNSET WAY

St. Pete Beach 33706 · Duplex-Triplex-Fourplex

$3,200,000

$3,200,000

Largest Assessed Gaps

Parcel Metric
946 NEWTON AVE S

St. Petersburg 33705 · Duplex-Triplex-Fourplex

96.90%

$270,000

2119 11TH ST S

St. Petersburg 33705 · Duplex-Triplex-Fourplex

96.55%

$180,000

767 18TH AVE S

St. Petersburg 33705 · Duplex-Triplex-Fourplex

96.23%

$225,000

1900 13TH ST S

St. Petersburg 33705 · Duplex-Triplex-Fourplex

95.70%

$290,000

647 13TH AVE S

St. Petersburg 33701 · Duplex-Triplex-Fourplex

94.84%

$215,000

2016 12TH AVE S

St. Petersburg 33712 · Duplex-Triplex-Fourplex

94.62%

$270,000

1412 N FT HARRISON AVE

Clearwater 33755 · Duplex-Triplex-Fourplex

94.23%

$370,000

1220 9TH AVE S

St. Petersburg 33705 · Duplex-Triplex-Fourplex

93.77%

$240,000

1135 NEWTON AVE S

St. Petersburg 33705 · Duplex-Triplex-Fourplex

92.67%

$350,000

2819 EMERSON AVE S

St. Petersburg 33712 · Duplex-Triplex-Fourplex

92.47%

$235,000

139 7TH AVE N

St. Petersburg 33701 · Duplex-Triplex-Fourplex

91.19%

$675,000

2066 7TH AVE S

St. Petersburg 33712 · Duplex-Triplex-Fourplex

89.74%

$250,000

Highest Tax Burden

Parcel Metric
527 N GARDEN AVE

Clearwater 33755 · Duplex-Triplex-Fourplex

34.80%

$52,275

4TH AVE S

St. Petersburg 33712 · Duplex-Triplex-Fourplex

21.20%

$103,341

1785 RUSSELL ST S

St. Petersburg 33712 · Duplex-Triplex-Fourplex

20.48%

$58,349

34TH ST S

St. Petersburg 33711 · Duplex-Triplex-Fourplex

17.95%

$122,093

3089 15TH AVE S

St. Petersburg 33712 · Duplex-Triplex-Fourplex

14.78%

$103,808

505 43RD ST S

St. Petersburg 33711 · Duplex-Triplex-Fourplex

14.13%

$108,585

3442 17TH AVE S

St. Petersburg 33711 · Duplex-Triplex-Fourplex

13.33%

$65,778

4808 22ND AVE N

St. Petersburg 33713 · Duplex-Triplex-Fourplex

13.25%

$115,740

704 13TH AVE NW

Largo 33770 · Duplex-Triplex-Fourplex

8.83%

$132,172

1021 DOUGLAS AVE

Dunedin 34698 · Duplex-Triplex-Fourplex

8.52%

$92,920

3490 13TH AVE S

St. Petersburg 33711 · Duplex-Triplex-Fourplex

8.43%

$103,928

1955 WOLFORD RD

Clearwater 33760 · Duplex-Triplex-Fourplex

7.26%

$208,471

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
18270 SUNSET BLVD

31-30-15-88488-004-0180

Redington Shores · Duplex-Triplex-Fourplex $6,542,214 $654 1.48%
72 GULF BLVD

12-30-14-42858-001-0060

Indian Rocks Beach · Duplex-Triplex-Fourplex $4,200,000 $919 1.59%
20254 GULF BLVD

13-30-14-42840-013-0020

Indian Shores · Duplex-Triplex-Fourplex $4,100,000 $1033 1.60%
20238 GULF BLVD

13-30-14-42840-013-0060

Indian Shores · Duplex-Triplex-Fourplex $4,000,000 $722 1.70%
2909 SUNSET WAY

18-32-16-17316-002-0030

St. Pete Beach · Duplex-Triplex-Fourplex $3,750,000 $680 1.58%
19926 GULF BLVD

24-30-14-42912-001-0250

Indian Shores · Duplex-Triplex-Fourplex $3,750,000 $791 1.60%
516 GULF BLVD

12-30-14-37764-002-0020

Indian Rocks Beach · Duplex-Triplex-Fourplex $3,700,000 $1197 1.59%
2308 BEACH TRL

01-30-14-42030-042-0010

Indian Rocks Beach · Duplex-Triplex-Fourplex $3,550,000 $1265 1.59%
19300 GULF BLVD

30-30-15-42804-001-0140

Indian Shores · Duplex-Triplex-Fourplex $3,535,000 $830 1.60%
802 BEACH TRL

12-30-14-59832-001-0110

Indian Rocks Beach · Duplex-Triplex-Fourplex $3,250,000 $686 1.59%
3610 EL CENTRO ST

07-32-16-21852-003-0060

St. Pete Beach · Duplex-Triplex-Fourplex $3,200,000 $1007 1.58%
2408 SUNSET WAY

18-32-16-88056-001-0070

St. Pete Beach · Duplex-Triplex-Fourplex $3,200,000 $1123 1.58%
19646 GULF BLVD

24-30-14-42912-004-0040

Indian Shores · Duplex-Triplex-Fourplex $3,200,000 $875 1.70%
814 BEACH TRL

12-30-14-59832-001-0050

Indian Rocks Beach · Duplex-Triplex-Fourplex $3,175,000 $773 1.59%
19934 GULF BLVD

24-30-14-42912-001-0130

Indian Shores · Duplex-Triplex-Fourplex $3,100,000 $1325 1.60%
1600 BEACH TRL # 1

01-30-14-42030-022-0110

Indian Rocks Beach · Duplex-Triplex-Fourplex $3,000,000 $1054 1.59%
716 BEACH TRL

12-30-14-99162-001-0090

Indian Rocks Beach · Duplex-Triplex-Fourplex $2,900,000 $1143 1.59%
76 GULF BLVD

12-30-14-42858-001-0040

Indian Rocks Beach · Duplex-Triplex-Fourplex $2,750,000 $769 1.59%
669 BAY ESPLANADE

05-29-15-54756-077-0080

Clearwater · Duplex-Triplex-Fourplex $2,750,000 $464 1.94%
19742 GULF BLVD

24-30-14-42912-003-0070

Indian Shores · Duplex-Triplex-Fourplex $2,725,000 $964 1.60%
15408 GULF BLVD

09-31-15-52524-002-0070

Madeira Beach · Duplex-Triplex-Fourplex $2,700,000 $585 1.62%
1104 PASS A GRILLE WAY

19-32-16-58932-003-0041

St. Pete Beach · Duplex-Triplex-Fourplex $2,700,000 $463 1.58%
475 E SHORE DR

08-29-15-16434-003-0050

Clearwater · Duplex-Triplex-Fourplex $2,700,000 $439 1.94%
8432 W GULF BLVD

36-31-15-87390-001-0010

Treasure Island · Duplex-Triplex-Fourplex $2,661,932 $767 1.73%
1302 BEACH TRL

01-30-14-42030-028-0100

Indian Rocks Beach · Duplex-Triplex-Fourplex $2,650,000 $606 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.