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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

5,284

Exact filtered count

Median market value

$142,366

Exact median over non-null values

Mean market value

$146,663

Exact database average

Median price per sqft

$126

Exact median where sqft exists

Total market value

$774,967,670

Exact filtered sum

Median tax rate

1.37%

Annual tax divided by market value

Avg assessed gap

$37,222

Market value minus assessed value

Avg assessed gap %

25.20%

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 5,284 parcels with a median market value of $142,366.
  • The middle 50% of recorded market values spans $119,401 to $169,319.
  • Clearwater is the largest city segment in this slice with 5,284 parcels.
  • Condominium (land lease) 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

$100,422

P25

$119,401

P50

$142,366

P75

$169,319

P90

$195,131

City Segments

City Parcels Median Value Median $/Sqft
Clearwater 5284 $142,366 $126

Property Type Segments

Type Parcels Median Value Tax Rate
Condominium (land lease) 5284 $142,366 1.37%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
2019 UTOPIAN DR W # 110

Clearwater 33763 · Condominium (land lease)

$355,493

$355,493

2285 NORWEGIAN DR # 1

Clearwater 33763 · Condominium (land lease)

$353,318

$353,318

2020 SHANGRILA DR # 301

Clearwater 33763 · Condominium (land lease)

$346,689

$346,689

2223 PHILIPPINE DR # 19

Clearwater 33763 · Condominium (land lease)

$331,700

$331,700

2222 NORWEGIAN DR # 2

Clearwater 33763 · Condominium (land lease)

$331,700

$331,700

2170 AMERICUS BLVD S # 10

Clearwater 33763 · Condominium (land lease)

$324,839

$324,839

2221 SWEDISH DR # 19

Clearwater 33763 · Condominium (land lease)

$315,731

$315,731

2019 UTOPIAN DR W # 210

Clearwater 33763 · Condominium (land lease)

$309,125

$309,125

2019 UTOPIAN DR W # 310

Clearwater 33763 · Condominium (land lease)

$309,125

$309,125

2170 AMERICUS BLVD N # 22

Clearwater 33763 · Condominium (land lease)

$302,963

$302,963

2294 SWEDISH DR # 8

Clearwater 33763 · Condominium (land lease)

$302,772

$302,772

2170 AMERICUS BLVD N # 24

Clearwater 33763 · Condominium (land lease)

$298,581

$298,581

Largest Assessed Gaps

Parcel Metric
2970 MISSION DR E

Clearwater 33759 · Condominium (land lease)

81.31%

$127,963

2070 WORLD PARKWAY BLVD # 46

Clearwater 33763 · Condominium (land lease)

80.05%

$149,255

1623 MISSION HILLS BLVD

Clearwater 33759 · Condominium (land lease)

79.24%

$129,205

2100 WORLD PARKWAY BLVD # 16

Clearwater 33763 · Condominium (land lease)

79.08%

$123,286

1387 MISSION HILLS BLVD # 39-B

Clearwater 33759 · Condominium (land lease)

78.08%

$105,856

2361 ECUADORIAN WAY # 29

Clearwater 33763 · Condominium (land lease)

78.05%

$148,719

1478 MISSION HILLS BLVD # 22-C

Clearwater 33759 · Condominium (land lease)

77.94%

$105,856

2263 AMERICUS BLVD E # 31

Clearwater 33763 · Condominium (land lease)

77.51%

$139,572

24862 US HIGHWAY 19 N # 1806

Clearwater 33763 · Condominium (land lease)

77.46%

$98,350

2958 FLINT DR S

Clearwater 33759 · Condominium (land lease)

77.32%

$104,867

1367 MISSION HILLS BLVD

Clearwater 33759 · Condominium (land lease)

77.32%

$104,867

2989 FLINT DR N

Clearwater 33759 · Condominium (land lease)

77.32%

$104,867

Highest Tax Burden

Parcel Metric
2466 ECUADORIAN WAY # 20

Clearwater 33763 · Condominium (land lease)

4.72%

$32,560

2987 FLINT DR

Clearwater 33759 · Condominium (land lease)

2.12%

$83,724

2021 SHANGRILA DR # 14

Clearwater 33763 · Condominium (land lease)

2.11%

$208,786

2022 CAMELOT DR # 9

Clearwater 33763 · Condominium (land lease)

2.10%

$159,654

2231 UTOPIAN DR E # 315

Clearwater 33763 · Condominium (land lease)

2.04%

$149,396

2210 UTOPIAN DR E # 212

Clearwater 33763 · Condominium (land lease)

1.91%

$178,988

1433 S BELCHER RD # E-13

Clearwater 33764 · Condominium (land lease)

1.85%

$86,134

24862 US HIGHWAY 19 N # 2303

Clearwater 33763 · Condominium (land lease)

1.84%

$96,354

24862 US HIGHWAY 19 N # 1902

Clearwater 33763 · Condominium (land lease)

1.84%

$93,451

2209 UTOPIAN DR E # 109

Clearwater 33763 · Condominium (land lease)

1.81%

$186,511

2170 AMERICUS BLVD N # 70

Clearwater 33763 · Condominium (land lease)

1.81%

$258,421

2286 NORWEGIAN DR # 8

Clearwater 33763 · Condominium (land lease)

1.78%

$152,463

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
2019 UTOPIAN DR W # 110

01-29-15-64135-095-1100

Clearwater · Condominium (land lease) $355,493 $155 1.77%
2285 NORWEGIAN DR # 1

06-29-16-64096-088-0010

Clearwater · Condominium (land lease) $353,318 $128 1.37%
2020 SHANGRILA DR # 301

01-29-15-64135-095-3010

Clearwater · Condominium (land lease) $346,689 $203 1.54%
2222 NORWEGIAN DR # 2

31-28-16-64123-085-0020

Clearwater · Condominium (land lease) $331,700 $148 1.41%
2223 PHILIPPINE DR # 19

31-28-16-64123-085-0190

Clearwater · Condominium (land lease) $331,700 $148 1.47%
2170 AMERICUS BLVD S # 10

31-28-16-64108-084-0100

Clearwater · Condominium (land lease) $324,839 $148 1.56%
2221 SWEDISH DR # 19

31-28-16-64103-076-0190

Clearwater · Condominium (land lease) $315,731 $144 1.37%
2019 UTOPIAN DR W # 210

01-29-15-64135-095-2100

Clearwater · Condominium (land lease) $309,125 $134 1.63%
2019 UTOPIAN DR W # 310

01-29-15-64135-095-3100

Clearwater · Condominium (land lease) $309,125 $134 1.63%
2170 AMERICUS BLVD N # 22

31-28-16-64108-084-0220

Clearwater · Condominium (land lease) $302,963 $181 1.52%
2294 SWEDISH DR # 8

31-28-16-64111-073-0080

Clearwater · Condominium (land lease) $302,772 $181 1.38%
2170 AMERICUS BLVD N # 24

31-28-16-64108-084-0240

Clearwater · Condominium (land lease) $298,581 $136 1.53%
2170 AMERICUS BLVD S # 1

31-28-16-64108-084-0010

Clearwater · Condominium (land lease) $298,581 $136 1.66%
2021 SHANGRILA DR # 2

01-29-15-64130-094-0020

Clearwater · Condominium (land lease) $298,574 $178 1.67%
2222 AMERICUS BLVD N # 18

31-28-16-64103-076-0180

Clearwater · Condominium (land lease) $298,441 $136 1.41%
2170 AMERICUS BLVD N # 21

31-28-16-64108-084-0210

Clearwater · Condominium (land lease) $297,621 $178 1.49%
2170 AMERICUS BLVD N # 20

31-28-16-64108-084-0200

Clearwater · Condominium (land lease) $297,621 $178 1.49%
2170 AMERICUS BLVD S # 2

31-28-16-64108-084-0020

Clearwater · Condominium (land lease) $297,084 $136 1.57%
2170 AMERICUS BLVD N # 23

31-28-16-64108-084-0230

Clearwater · Condominium (land lease) $297,084 $136 1.55%
2170 AMERICUS BLVD S # 11

31-28-16-64108-084-0110

Clearwater · Condominium (land lease) $297,084 $136 1.56%
2170 AMERICUS BLVD S # 12

31-28-16-64108-084-0120

Clearwater · Condominium (land lease) $297,084 $136 1.55%
2020 SHANGRILA DR # 203

01-29-15-64135-095-2030

Clearwater · Condominium (land lease) $295,673 $174 1.61%
2019 UTOPIAN DR W # 312

01-29-15-64135-095-3120

Clearwater · Condominium (land lease) $295,673 $174 1.61%
2228 SWEDISH DR # 4

31-28-16-64117-071-0040

Clearwater · Condominium (land lease) $293,624 $169 1.59%
2263 AMERICUS BLVD E # 7

31-28-16-64115-072-0070

Clearwater · Condominium (land lease) $293,326 $207 1.35%

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.