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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.

Default scope shows residential property classes.
Include all property types

Exact Market KPIs

Computed from the filtered queryset before exploratory sampling.

Parcels analyzed

3,900

Exact filtered count

Median market value

$504,668

Exact median over non-null values

Mean market value

$582,272

Exact database average

Median price per sqft

$410

Exact median where sqft exists

Total market value

$2,269,696,662

Exact filtered sum

Median tax rate

1.57%

Annual tax divided by market value

Avg assessed gap

$92,988

Market value minus assessed value

Avg assessed gap %

12.34%

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 3,900 parcels with a median market value of $504,668.
  • The middle 50% of recorded market values spans $306,141 to $683,344.
  • Madeira Beach is the largest city segment in this slice with 3,900 parcels.
  • Condominium 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

$219,909

P25

$306,141

P50

$512,246

P75

$683,344

P90

$974,673

City Segments

City Parcels Median Value Median $/Sqft
Madeira Beach 3900 $504,668 $410

Property Type Segments

Type Parcels Median Value Tax Rate
Condominium 1276 $634,100 1.47%
Single Family Home 1094 $555,444 1.55%
Condo Conversion - Apartments to Platted Condo (Predominately Owner-Occupied) 376 $227,821 1.68%
Condo Hotel and Motel 309 $415,876 1.61%
Duplex-Triplex-Fourplex 281 $385,000 1.62%
Vacant Residential Land w/XFSB 132 $507,007 1.53%
Planned Unit Development 118 $344,009 1.68%
Vacant Residential - lot & acreage less than 5 acres 95 $249,422 1.47%
Condo Common Area Assn Own - w/improvement 42 Contact for Price -
Condo Common Area Assn Own - open/green space 41 Contact for Price -
Marina Condo - Wet Slip (Individually Owned) 30 $122,294 1.70%
Apartments (5-9 units) 24 $862,500 1.62%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
13220 GULF BLVD # 1

Madeira Beach 33708 · Hotel (Land Condo)

$5,500,000

$5,500,000

13220 GULF BLVD # 2

Madeira Beach 33708 · Hotel (Land Condo)

$4,625,000

$4,625,000

497 JOHNS PASS AVE

Madeira Beach 33708 · Single Family Home

$3,997,222

$3,997,222

557 JOHNS PASS AVE

Madeira Beach 33708 · Single Family Home

$3,733,828

$3,733,828

14109 N BAYSHORE DR # 9

Madeira Beach 33708 · Apartments (5-9 units)

$3,450,000

$3,450,000

555 JOHNS PASS AVE

Madeira Beach 33708 · Single Family Home

$3,388,541

$3,388,541

13303 GULF LN

Madeira Beach 33708 · Single Family Home

$3,365,287

$3,365,287

541 JOHNS PASS AVE

Madeira Beach 33708 · Single Family Home

$3,327,562

$3,327,562

565 JOHNS PASS AVE

Madeira Beach 33708 · Single Family Home

$3,303,740

$3,303,740

526 JOHNS PASS AVE

Madeira Beach 33708 · Single Family Home

$3,282,592

$3,282,592

582 CRYSTAL DR

Madeira Beach 33708 · Single Family Home

$3,225,831

$3,225,831

507 JOHNS PASS AVE

Madeira Beach 33708 · Single Family Home

$3,196,051

$3,196,051

Largest Assessed Gaps

Parcel Metric
BOCA CIEGA AVE

Madeira Beach 33708 · Vacant Residential - lot & acreage less than 5 acres

93.98%

$3,689

14251 GULF BLVD # 16

Madeira Beach 33708 · Condo Hotel and Motel

88.55%

$233,418

13355 1ST ST E

Madeira Beach 33708 · Duplex-Triplex-Fourplex

85.28%

$890,000

13345 GULF LN

Madeira Beach 33708 · Single Family Home

84.38%

$1,711,626

13201 GULF LN

Madeira Beach 33708 · Single Family Home

83.72%

$2,164,651

13417 GULF LN

Madeira Beach 33708 · Single Family Home

78.65%

$1,766,252

399 150TH AVE # 308

Madeira Beach 33708 · Condominium

78.24%

$550,486

15316 GULF BLVD # 102

Madeira Beach 33708 · Condominium

77.05%

$765,887

399 150TH AVE # 205

Madeira Beach 33708 · Condominium

76.18%

$563,845

716 PRUITT DR

Madeira Beach 33708 · Single Family Home

74.35%

$1,534,313

11189 KAPOK GRAND CIR

Madeira Beach 33708 · Planned Unit Development

73.95%

$347,453

13025 GULF LN

Madeira Beach 33708 · Single Family Home

73.08%

$1,663,222

Highest Tax Burden

Parcel Metric
15405 GULF BLVD # A1

Madeira Beach 33708 · Condominium

16.31%

$140,250

15405 GULF BLVD # A5

Madeira Beach 33708 · Condominium

16.01%

$140,250

15405 GULF BLVD # A3

Madeira Beach 33708 · Condominium

16.01%

$140,250

15405 GULF BLVD # A2

Madeira Beach 33708 · Condominium

16.01%

$140,250

15405 GULF BLVD # A4

Madeira Beach 33708 · Condominium

16.01%

$140,250

15405 GULF BLVD # B1

Madeira Beach 33708 · Condominium

15.68%

$140,250

15405 GULF BLVD # B4

Madeira Beach 33708 · Condominium

15.68%

$140,250

15405 GULF BLVD # B3

Madeira Beach 33708 · Condominium

15.40%

$140,250

15405 GULF BLVD # B2

Madeira Beach 33708 · Condominium

15.40%

$140,250

15405 GULF BLVD # C2

Madeira Beach 33708 · Condominium

13.22%

$140,250

15405 GULF BLVD # C1

Madeira Beach 33708 · Condominium

13.22%

$140,250

15405 GULF BLVD # A6

Madeira Beach 33708 · Condominium

13.18%

$140,250

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
13220 GULF BLVD # 1

15-31-15-02741-000-0010

Madeira Beach · Hotel (Land Condo) $5,500,000 $260 1.62%
13220 GULF BLVD # 2

15-31-15-02741-000-0020

Madeira Beach · Hotel (Land Condo) $4,625,000 $97 1.62%
497 JOHNS PASS AVE

10-31-15-19998-000-0360

Madeira Beach · Single Family Home $3,997,222 $905 1.56%
557 JOHNS PASS AVE

10-31-15-19998-000-0660

Madeira Beach · Single Family Home $3,733,828 $730 1.25%
14109 N BAYSHORE DR # 9

10-31-15-34326-007-0090

Madeira Beach · Apartments (5-9 units) $3,450,000 $262 1.62%
555 JOHNS PASS AVE

10-31-15-19998-000-0650

Madeira Beach · Single Family Home $3,388,541 $817 1.56%
13303 GULF LN

15-31-15-58320-007-0020

Madeira Beach · Single Family Home $3,365,287 $862 1.58%
541 JOHNS PASS AVE

10-31-15-19998-000-0580

Madeira Beach · Single Family Home $3,327,562 $719 1.52%
565 JOHNS PASS AVE

10-31-15-19998-000-0700

Madeira Beach · Single Family Home $3,303,740 $562 1.56%
526 JOHNS PASS AVE

10-31-15-19998-000-0180

Madeira Beach · Single Family Home $3,282,592 $739 1.56%
582 CRYSTAL DR

10-31-15-19962-000-0420

Madeira Beach · Single Family Home $3,225,831 $1051 1.48%
507 JOHNS PASS AVE

10-31-15-19998-000-0410

Madeira Beach · Single Family Home $3,196,051 $798 1.59%
506 LILLIAN DR

10-31-15-19980-000-0470

Madeira Beach · Single Family Home $3,162,888 $632 1.60%
914 BAY POINT DR

10-31-15-04536-000-0070

Madeira Beach · Single Family Home $3,151,045 $807 1.55%
13423 GULF LN

15-31-15-58320-008-0030

Madeira Beach · Single Family Home $3,068,469 $975 1.59%
13255 GULF LN

15-31-15-58320-006-0100

Madeira Beach · Single Family Home $3,066,504 $983 1.57%
913 BAY POINT DR

10-31-15-04536-000-0030

Madeira Beach · Single Family Home $3,059,077 $606 1.55%
576 CRYSTAL DR

10-31-15-19962-000-0390

Madeira Beach · Single Family Home $3,023,719 $586 1.56%
15335 HARBOR DR

09-31-15-52632-000-0180

Madeira Beach · Single Family Home $3,022,149 $704 1.57%
13306 GULF BLVD

15-31-15-58320-007-0170

Madeira Beach · Single Family Home $2,852,658 $839 1.52%
851 BAY POINT DR

10-31-15-04500-001-0020

Madeira Beach · Single Family Home $2,838,749 $669 1.57%
504 LILLIAN DR

10-31-15-19980-000-0460

Madeira Beach · Single Family Home $2,827,061 $482 1.60%
882 BAY POINT DR

10-31-15-04500-002-0020

Madeira Beach · Single Family Home $2,826,895 $730 1.59%
820 BAY POINT DR

10-31-15-04500-001-0370

Madeira Beach · Single Family Home $2,823,756 $693 1.59%
831 BAY POINT DR

10-31-15-04500-001-0110

Madeira Beach · Single Family Home $2,811,836 $656 1.58%

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.