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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

7,620

Exact filtered count

Median market value

$421,406

Exact median over non-null values

Mean market value

$475,977

Exact database average

Median price per sqft

$255

Exact median where sqft exists

Total market value

$3,625,519,974

Exact filtered sum

Median tax rate

1.73%

Annual tax divided by market value

Avg assessed gap

$179,239

Market value minus assessed value

Avg assessed gap %

35.96%

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 7,620 parcels with a median market value of $421,406.
  • The middle 50% of recorded market values spans $278,339 to $586,991.
  • Safety Harbor is the largest city segment in this slice with 7,620 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

$179,612

P25

$278,339

P50

$422,697

P75

$586,991

P90

$789,559

City Segments

City Parcels Median Value Median $/Sqft
Safety Harbor 7620 $421,406 $255

Property Type Segments

Type Parcels Median Value Tax Rate
Single Family Home 5327 $487,607 1.74%
Condominium 689 $234,282 1.65%
Planned Unit Development 614 $255,008 1.74%
Manufactured Home (Land Condo, Individually Owned) 578 $107,384 1.58%
Vacant Residential - lot & acreage less than 5 acres 164 $227,740 2.63%
Duplex-Triplex-Fourplex 74 $400,000 1.74%
Single Family - more than one house per parcel 44 $733,416 1.75%
Condo Office (Unit) 26 $276,375 1.61%
Condo Common Area Assn Own - w/improvement 22 Contact for Price -
Vacant Residential Land w/XFSB 12 $256,919 2.60%
Condo Conversion - Apartments to Platted Condo (Predominately Owner-Occupied) 11 $170,828 1.45%
Condo Common Area Assn Own - open/green space 11 Contact for Price -

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
3113 STATE ROAD 580

Safety Harbor 34695 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$23,100,000

$23,100,000

3432 STATE ROAD 580

Safety Harbor 34695 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$10,400,000

$10,400,000

3141 MCMULLEN BOOTH RD

Safety Harbor 34695 · ALF (10 or more units)

$8,500,000

$8,500,000

2600 PHILIPPE PKWY

Safety Harbor 34695 · Single Family Home

$6,722,668

$6,722,668

910 S BAYSHORE BLVD

Safety Harbor 34695 · Single Family Home

$5,276,682

$5,276,682

3260 MCMULLEN BOOTH RD

Safety Harbor 34695 · ALF (10 or more units)

$5,200,000

$5,200,000

2800 PHILIPPE PKWY

Safety Harbor 34695 · Single Family Home

$5,135,150

$5,135,150

2810 PHILIPPE PKWY

Safety Harbor 34695 · Single Family Home

$5,120,318

$5,120,318

967 BAYSHORE BLVD S

Safety Harbor 34695 · Single Family Home

$4,695,548

$4,695,548

965 S BAYSHORE BLVD

Safety Harbor 34695 · Single Family Home

$3,924,877

$3,924,877

943 S BAYSHORE BLVD

Safety Harbor 34695 · Single Family Home

$3,850,587

$3,850,587

3315 ENTERPRISE RD E

Safety Harbor 34695 · Single Family Home

$3,810,747

$3,810,747

Largest Assessed Gaps

Parcel Metric
CHURCH ST

Safety Harbor 34695 · Vacant Residential - lot & acreage less than 5 acres

92.06%

$110,549

CHURCH ST

Safety Harbor 34695 · Vacant Residential - lot & acreage less than 5 acres

92.06%

$110,549

CHURCH ST

Safety Harbor 34695 · Vacant Residential - lot & acreage less than 5 acres

92.06%

$110,549

CHURCH ST

Safety Harbor 34695 · Vacant Residential - lot & acreage less than 5 acres

91.45%

$189,309

626 FAYETTE DR S

Safety Harbor 34695 · Single Family Home

89.73%

$266,480

SUWANEE ST

Safety Harbor 34695 · Vacant Residential - lot & acreage less than 5 acres

89.46%

$165,015

ELM ST

Safety Harbor 34695 · Vacant Residential - lot & acreage less than 5 acres

87.98%

$159,491

355 5TH ST N

Safety Harbor 34695 · Single Family - more than one house per parcel

86.31%

$709,380

314 4TH AVE N

Safety Harbor 34695 · Single Family Home

85.31%

$465,715

56 BAY WOODS DR

Safety Harbor 34695 · Single Family Home

85.28%

$429,216

263 BAILEY ST

Safety Harbor 34695 · Single Family Home

84.83%

$481,039

236 4TH AVE N

Safety Harbor 34695 · Single Family Home

84.82%

$755,578

Highest Tax Burden

Parcel Metric
TIMBERVIEW DR

Safety Harbor 34695 · Vacant Residential - lot & acreage less than 5 acres

25.00%

$4

FAYETTE DR

Safety Harbor 34695 · Vacant Residential - lot & acreage less than 5 acres

25.00%

$4

FAYETTE DR

Safety Harbor 34695 · Vacant Residential - lot & acreage less than 5 acres

25.00%

$4

3426 CHANNELSIDE CT

Safety Harbor 34695 · Single Family Home

19.56%

$89,336

1703 CEDAR ST

Safety Harbor 34695 · Single Family Home

10.47%

$195,432

2215 BOW LN

Safety Harbor 34695 · Single Family Home

9.88%

$363,850

3502 ENTERPRISE RD E

Safety Harbor 34695 · Single Family Home

9.18%

$228,735

1200 4TH ST S

Safety Harbor 34695 · Single Family Home

8.89%

$196,193

1803 CEDAR ST

Safety Harbor 34695 · Single Family Home

8.74%

$218,884

1010 CHEROKEE ST

Safety Harbor 34695 · Single Family - more than one house per parcel

8.42%

$232,224

1301 N BAYSHORE DR

Safety Harbor 34695 · Single Family Home

7.85%

$662,144

614 PINE ST

Safety Harbor 34695 · Single Family Home

7.30%

$140,795

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
3113 STATE ROAD 580

28-28-16-00000-240-0000

Safety Harbor · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $23,100,000 $3557 1.73%
3432 STATE ROAD 580

22-28-16-00000-330-0100

Safety Harbor · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $10,400,000 $2194 1.74%
3141 MCMULLEN BOOTH RD

21-28-16-00000-240-1100

Safety Harbor · ALF (10 or more units) $8,500,000 $108 1.84%
2600 PHILIPPE PKWY

27-28-16-00000-420-0400

Safety Harbor · Single Family Home $6,722,668 $718 1.72%
910 S BAYSHORE BLVD

03-29-16-00000-330-0700

Safety Harbor · Single Family Home $5,276,682 $741 1.76%
3260 MCMULLEN BOOTH RD

21-28-16-00000-220-0500

Safety Harbor · ALF (10 or more units) $5,200,000 $117 1.84%
2800 PHILIPPE PKWY

27-28-16-00000-210-0810

Safety Harbor · Single Family Home $5,135,150 $759 1.67%
2810 PHILIPPE PKWY

27-28-16-00000-210-0800

Safety Harbor · Single Family Home $5,120,318 $709 1.71%
967 BAYSHORE BLVD S

03-29-16-10188-005-0120

Safety Harbor · Single Family Home $4,695,548 $662 1.74%
965 S BAYSHORE BLVD

03-29-16-10188-005-0150

Safety Harbor · Single Family Home $3,924,877 $544 1.89%
943 S BAYSHORE BLVD

03-29-16-10188-004-0010

Safety Harbor · Single Family Home $3,850,587 $541 1.80%
3315 ENTERPRISE RD E

33-28-16-00000-110-0400

Safety Harbor · Single Family Home $3,810,747 $432 1.67%
963 S BAYSHORE BLVD

03-29-16-10188-004-0170

Safety Harbor · Single Family Home $3,712,864 $522 1.79%
3320 MEANDER LN

33-28-16-39903-000-0010

Safety Harbor · Single Family Home $3,448,743 $494 1.65%
2980 PHILIPPE PKWY

22-28-16-00000-340-0510

Safety Harbor · Single Family - more than one house per parcel $3,447,076 $514 1.72%
314 SIGNATURE TER

27-28-16-81927-000-0090

Safety Harbor · Single Family Home $3,282,643 $290 1.80%
310 SIGNATURE CT

27-28-16-81927-000-0110

Safety Harbor · Single Family Home $3,233,535 $400 1.67%
312 SIGNATURE CT

27-28-16-81927-000-0100

Safety Harbor · Single Family Home $3,101,988 $394 1.69%
1404 3RD ST N

04-29-16-00000-130-0200

Safety Harbor · Single Family - more than one house per parcel $3,057,001 $320 1.91%
947 S BAYSHORE BLVD

03-29-16-10188-004-0060

Safety Harbor · Single Family Home $2,992,637 $605 1.78%
125 PARK ST

04-29-16-19210-000-0050

Safety Harbor · Single Family Home $2,821,737 $391 1.76%
303 SIGNATURE TER

27-28-16-81927-000-0020

Safety Harbor · Single Family Home $2,775,889 $443 1.67%
3042 DOMINION CT

28-28-16-21820-000-0050

Safety Harbor · Single Family Home $2,765,234 $400 1.70%
307 SIGNATURE TER

27-28-16-81927-000-0040

Safety Harbor · Single Family Home $2,750,785 $367 1.73%
975 N BAYSHORE DR

03-29-16-26046-001-0010

Safety Harbor · Single Family Home $2,677,357 $928 2.21%

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.