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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.

Active scope Seminole Clear all

Exact Market KPIs

Computed from the filtered queryset before exploratory sampling.

Parcels analyzed

29,430

Exact filtered count

Median market value

$311,066

Exact median over non-null values

Mean market value

$402,191

Exact database average

Median price per sqft

$225

Exact median where sqft exists

Total market value

$11,834,081,063

Exact filtered sum

Median tax rate

1.69%

Annual tax divided by market value

Avg assessed gap

$122,399

Market value minus assessed value

Avg assessed gap %

31.57%

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 29,430 parcels with a median market value of $311,066.
  • The middle 50% of recorded market values spans $228,203 to $433,025.
  • Seminole is the largest city segment in this slice with 29,430 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

$131,777

P25

$228,203

P50

$313,844

P75

$433,025

P90

$611,562

City Segments

City Parcels Median Value Median $/Sqft
Seminole 29430 $311,066 $225

Property Type Segments

Type Parcels Median Value Tax Rate
Single Family Home 19901 $352,967 1.73%
Condominium 4014 $183,989 1.44%
Planned Unit Development 1303 $355,614 1.59%
CO-OP Apartments 773 $79,514 1.40%
Manufactured Home (Co-Op or Share Owned) 754 $66,052 1.59%
Condominium (land lease) 446 $110,010 1.23%
Condo Conversion - Apartments to Platted Condo (Predominately Owner-Occupied) 326 $178,562 1.52%
Vacant Residential - lot & acreage less than 5 acres 182 $145,744 1.77%
Condo Common Area Assn Own - open/green space 144 Contact for Price 0.00%
Duplex-Triplex-Fourplex 131 $300,000 1.59%
Condo Com Apartments 110 $124,100 1.92%
General Office 84 $346,250 1.78%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
7893 113TH ST

Seminole 33772 · Neighborhood Shopping Center

$81,750,000

$81,750,000

4652 MIRAMAR DR

Seminole 33708 · Apartments (50 units or more)

$79,650,000

$79,650,000

10405 ADDISON WAY

Seminole 33772 · Apartments (50 units or more)

$60,300,000

$60,300,000

9200 113TH ST

Seminole 33772 · County Public Schools

$59,177,679

$59,177,679

9751 98TH ST

Seminole 33777 · County Public Schools

$37,589,920

$37,589,920

8285 BRYAN DAIRY RD

Seminole 33777 · General Warehouse

$32,375,000

$32,375,000

10150 98TH ST

Seminole 33777 · County Gov't - Non-residential (commercial) only

$29,947,207

$29,947,207

12100 SEMINOLE BLVD

Seminole 33778 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$28,225,000

$28,225,000

8401 131ST ST

Seminole 33776 · County Public Schools

$26,816,859

$26,816,859

10410 125TH ST

Seminole 33778 · Park Land - Public Park, Forest, Recreation Area ( Gov't owned)

$26,616,806

$26,616,806

10801 STARKEY RD

Seminole 33777 · Neighborhood Shopping Center

$26,090,000

$26,090,000

12410 74TH AVE N

Seminole 33772 · County Gov't - Non-residential (commercial) only

$24,424,745

$24,424,745

Largest Assessed Gaps

Parcel Metric
74TH AVE

Seminole 33772 · Vacant Commercial Land

99.80%

$111,562

VILLAGE DR

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

99.50%

$76,546

119TH ST

Seminole 33778 · Vacant Residential - lot & acreage less than 5 acres

93.94%

$142,001

130TH AVE

Seminole 33778 · Vacant Residential - lot & acreage less than 5 acres

93.19%

$211,652

116TH LN

Seminole 33778 · Vacant Residential - lot & acreage less than 5 acres

92.25%

$61,832

125TH ST

Seminole 33772 · Vacant Commercial Land w/XFSB

91.34%

$502,342

119TH ST

Seminole 33778 · Vacant Residential - lot & acreage less than 5 acres

91.03%

$213,350

133RD AVE N

Seminole 33778 · Vacant County Government

89.51%

$10,519

355 23RD AVE SW

Seminole 33778 · Right-of-Way Street and Road, Irrigation Canal, Channel, Ditch, etc.

89.22%

$102

119TH ST

Seminole 33778 · Vacant Residential - lot & acreage less than 5 acres

89.09%

$71,847

MURRAY AVE

Seminole 33778 · Vacant Residential - lot & acreage less than 5 acres

88.55%

$72,760

133RD AVE N

Seminole 33778 · Vacant County Government

88.46%

$9,562

Highest Tax Burden

Parcel Metric
9996 KEY HAVEN RD

Seminole 33777 · Planned Unit Development

21.17%

$51,000

9986 KEY HAVEN RD

Seminole 33777 · Planned Unit Development

21.17%

$51,000

9970 KEY HAVEN RD

Seminole 33777 · Planned Unit Development

21.17%

$51,000

9960 KEY HAVEN RD

Seminole 33777 · Planned Unit Development

21.17%

$51,000

9998 KEY HAVEN RD

Seminole 33777 · Planned Unit Development

21.11%

$51,000

9972 KEY HAVEN RD

Seminole 33777 · Planned Unit Development

21.11%

$51,000

9958 KEY HAVEN RD

Seminole 33777 · Planned Unit Development

21.11%

$51,000

9984 KEY HAVEN RD

Seminole 33777 · Planned Unit Development

21.11%

$51,000

9961 KEY HAVEN RD

Seminole 33777 · Planned Unit Development

20.59%

$51,000

9949 KEY HAVEN RD

Seminole 33777 · Planned Unit Development

20.59%

$51,000

9973 KEY HAVEN RD

Seminole 33777 · Planned Unit Development

20.55%

$51,000

9947 KEY HAVEN RD

Seminole 33777 · Planned Unit Development

20.55%

$51,000

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
7893 113TH ST

27-30-15-00000-230-1300

Seminole · Neighborhood Shopping Center $81,750,000 $233 1.61%
4652 MIRAMAR DR

03-31-15-18681-000-0010

Seminole · Apartments (50 units or more) $79,650,000 $238 1.49%
10405 ADDISON WAY

34-30-15-79610-000-0010

Seminole · Apartments (50 units or more) $60,300,000 $205 1.51%
9200 113TH ST

21-30-15-00000-110-0100

Seminole · County Public Schools $59,177,679 $276 1.55%
9751 98TH ST

23-30-15-70704-200-0100

Seminole · County Public Schools $37,589,920 $165 1.71%
8285 BRYAN DAIRY RD

13-30-15-70560-100-1007

Seminole · General Warehouse $32,375,000 $78 1.81%
10150 98TH ST

27-30-15-00000-110-0100

Seminole · County Gov't - Non-residential (commercial) only $29,947,207 $2859 1.87%
12100 SEMINOLE BLVD

10-30-15-70506-300-1800

Seminole · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $28,225,000 $4218 1.79%
8401 131ST ST

29-30-15-70794-100-0300

Seminole · County Public Schools $26,816,859 $100 1.84%
10410 125TH ST

17-30-15-00000-140-0100

Seminole · Park Land - Public Park, Forest, Recreation Area ( Gov't owned) $26,616,806 $5759 1.89%
10801 STARKEY RD

13-30-15-00000-320-0200

Seminole · Neighborhood Shopping Center $26,090,000 $164 1.79%
12410 74TH AVE N

32-30-15-00000-110-0100

Seminole · County Gov't - Non-residential (commercial) only $24,424,745 $6277 1.86%
9301 98TH ST

23-30-15-70704-300-0301

Seminole · County Public Schools $22,480,821 $148 1.63%
10237 BAY PINES BLVD

03-31-15-17734-000-0010

Seminole · Superstores - Retail $21,450,000 $109 1.61%
12100 PARK BLVD

28-30-15-00000-310-0300

Seminole · Apartments (50 units or more) $20,350,000 $95 1.81%
12012 PARK BLVD

28-30-15-00000-310-0200

Seminole · Apartments (50 units or more) $20,250,000 $104 1.81%
10801 JOHNSON BLVD

27-30-15-85734-000-0050

Seminole · ALF (10 or more units) $19,850,000 $54 1.61%
9790 HAMLIN BLVD

19-30-15-00000-210-0200

Seminole · Apartments (50 units or more) $18,525,000 $162 1.58%
8701 131ST ST

20-30-15-70650-400-2300

Seminole · County Public Schools $15,660,522 $98 1.73%
8384 BAYOU BOARDWALK

25-30-15-69678-300-4400

Seminole · Apartments (50 units or more) $15,274,414 $128 1.62%
7195 SEMINOLE BLVD

27-30-15-00000-430-0400

Seminole · Neighborhood Shopping Center $15,000,000 $97 1.60%
6321 113TH ST

34-30-15-00000-230-0100

Seminole · Apartments (50 units or more) $15,000,000 $118 1.87%
7700 RIDGE RD

28-30-15-00000-420-0200

Seminole · Apartments (50 units or more) $14,200,000 $112 1.68%
9801 82ND ST

26-30-15-70740-200-0500

Seminole · Park Land - Public Park, Forest, Recreation Area ( Gov't owned) $13,099,873 $2336 1.65%
4450 PARK ST N

01-31-15-93074-000-0050

Seminole · Superstores - Retail $12,915,000 $98 1.62%

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.