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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

8,173

Exact filtered count

Median market value

$421,225

Exact median over non-null values

Mean market value

$529,320

Exact database average

Median price per sqft

$254

Exact median where sqft exists

Total market value

$4,316,607,802

Exact filtered sum

Median tax rate

1.74%

Annual tax divided by market value

Avg assessed gap

$173,154

Market value minus assessed value

Avg assessed gap %

34.63%

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 8,173 parcels with a median market value of $421,225.
  • The middle 50% of recorded market values spans $277,386 to $598,719.
  • Safety Harbor is the largest city segment in this slice with 8,173 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

$171,791

P25

$277,386

P50

$425,220

P75

$598,719

P90

$818,656

City Segments

City Parcels Median Value Median $/Sqft
Safety Harbor 8173 $421,225 $254

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%
General Warehouse 43 $680,000 1.85%
Vacant Commercial Land 39 $348,848 1.80%
Subdivision common area - (sewage disposal, solid waste, borrow pit, drainage reservoir, waste land) 36 Contact for Price -
General Office 34 $545,000 1.77%
Submerged Land - river, lake 30 $624 1.74%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
3231 MCMULLEN BOOTH RD

Safety Harbor 34695 · Hospital

$112,000,000

$112,000,000

125 7TH AVE N

Safety Harbor 34695 · County Public Schools

$28,841,400

$28,841,400

3113 STATE ROAD 580

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

$23,100,000

$23,100,000

2035 PHILIPPE PKWY

Safety Harbor 34695 · Apartments (50 units or more)

$22,700,000

$22,700,000

1840 MEASE DR

Safety Harbor 34695 · General Office Bldg - multi-story/campus

$21,570,000

$21,570,000

2405 PHILIPPE PKWY

Safety Harbor 34695 · Church, Church School, Church Owned Building (Parsonage code 0110), Salvation Army, Missions

$21,413,872

$21,413,872

2475 MCMULLEN BOOTH RD

Safety Harbor 34695 · Strip Store - (2 or more stores)

$19,370,000

$19,370,000

105 N BAYSHORE DR

Safety Harbor 34695 · Hotels and Motels (50 units or more)

$18,800,000

$18,800,000

3351 MCMULLEN BOOTH RD

Safety Harbor 34695 · Hospital

$17,750,000

$17,750,000

2200 MARSHALL ST

Safety Harbor 34695 · Church, Church School, Church Owned Building (Parsonage code 0110), Salvation Army, Missions

$16,261,406

$16,261,406

2525 PHILIPPE PKWY

Safety Harbor 34695 · Park Land - Public Park, Forest, Recreation Area ( Gov't owned)

$12,622,725

$12,622,725

2519 MCMULLEN BOOTH RD

Safety Harbor 34695 · Neighborhood Shopping Center

$11,330,000

$11,330,000

Largest Assessed Gaps

Parcel Metric
SHORE DR

Safety Harbor 34695 · Sewage disposal, Solid waste, Drainage reservoirs,Borrow pit, Marsh, Mangrove, Sand dune, Waste land

98.44%

$10,561

POSSUM BRANCH

Safety Harbor 34695 · Submerged Land - river, lake

98.37%

$8,364

SHORE DR

Safety Harbor 34695 · Sewage disposal, Solid waste, Drainage reservoirs,Borrow pit, Marsh, Mangrove, Sand dune, Waste land

98.19%

$9,138

S BAYSHORE BLVD

Safety Harbor 34695 · Submerged Land - river, lake

98.05%

$11,305

BRIARWOOD CIR

Safety Harbor 34695 · Sewage disposal, Solid waste, Drainage reservoirs,Borrow pit, Marsh, Mangrove, Sand dune, Waste land

97.91%

$11,602

CLUBVIEW DR

Safety Harbor 34695 · Submerged Land - river, lake

97.90%

$6,477

HARBOR WOODS CIR

Safety Harbor 34695 · Sewage disposal, Solid waste, Drainage reservoirs,Borrow pit, Marsh, Mangrove, Sand dune, Waste land

97.86%

$187

LAKE TARPON OUTFALL CANAL

Safety Harbor 34695 · Submerged Land - river, lake

97.11%

$4,709

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

BAYSHORE BLVD

Safety Harbor 34695 · Sewage disposal, Solid waste, Drainage reservoirs,Borrow pit, Marsh, Mangrove, Sand dune, Waste land

91.91%

$2,040

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
3231 MCMULLEN BOOTH RD

21-28-16-00000-210-0400

Safety Harbor · Hospital $112,000,000 $174 2.23%
125 7TH AVE N

34-28-16-00000-340-0100

Safety Harbor · County Public Schools $28,841,400 $179 1.75%
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%
2035 PHILIPPE PKWY

34-28-16-00000-130-0200

Safety Harbor · Apartments (50 units or more) $22,700,000 $150 1.69%
1840 MEASE DR

21-28-16-00000-210-0410

Safety Harbor · General Office Bldg - multi-story/campus $21,570,000 $149 1.74%
2405 PHILIPPE PKWY

34-28-16-00000-120-0100

Safety Harbor · Church, Church School, Church Owned Building (Parsonage code 0110), Salvation Army, Missions $21,413,872 $184 1.59%
2475 MCMULLEN BOOTH RD

33-28-16-00000-220-0400

Safety Harbor · Strip Store - (2 or more stores) $19,370,000 $108 1.75%
105 N BAYSHORE DR

03-29-16-26100-001-0010

Safety Harbor · Hotels and Motels (50 units or more) $18,800,000 $72 1.74%
3351 MCMULLEN BOOTH RD

16-28-16-00000-340-0100

Safety Harbor · Hospital $17,750,000 $4036 1.75%
2200 MARSHALL ST

33-28-16-00000-420-0100

Safety Harbor · Church, Church School, Church Owned Building (Parsonage code 0110), Salvation Army, Missions $16,261,406 $259 1.57%
2525 PHILIPPE PKWY

35-28-16-00000-230-0100

Safety Harbor · Park Land - Public Park, Forest, Recreation Area ( Gov't owned) $12,622,725 $2214 1.84%
2519 MCMULLEN BOOTH RD

28-28-16-00000-340-0300

Safety Harbor · Neighborhood Shopping Center $11,330,000 $130 1.75%
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%
2454 MCMULLEN BOOTH RD

33-28-16-00000-210-0100

Safety Harbor · Strip Store - (2 or more stores) $9,735,000 $142 1.80%
3180 ENTERPRISE RD E

28-28-16-00000-340-0100

Safety Harbor · Club, Lodge, Union Hall, Civic Club, Health Spa $9,587,807 $195 2.02%
100 MAIN ST

03-29-16-33372-016-0000

Safety Harbor · Strip Store - (2 or more stores) $8,670,000 $190 1.76%
3141 MCMULLEN BOOTH RD

21-28-16-00000-240-1100

Safety Harbor · ALF (10 or more units) $8,500,000 $108 1.84%
3380 STATE ROAD 580

21-28-16-00000-440-0100

Safety Harbor · Church, Church School, Church Owned Building (Parsonage code 0110), Salvation Army, Missions $7,821,776 $191 1.71%
535 5TH AVE N

03-29-16-00000-220-0900

Safety Harbor · County Public Schools $7,818,365 $119 1.65%
101 2ND ST N

03-29-16-33372-008-0040

Safety Harbor · City Gov't - Non-residential (commercial) only $7,601,228 $247 1.94%
1410 DR ML KING JR ST N

04-29-16-00000-130-0100

Safety Harbor · Skilled Nursing, Memory Care, Rest Home, Senior Rehab Center, Adult Day Care $7,250,000 $214 1.01%
3131 MCMULLEN BOOTH RD

21-28-16-00000-240-0900

Safety Harbor · Medical Office Building - single & multi-story $7,150,000 $137 1.74%
2525 MCMULLEN BOOTH RD

28-28-16-00000-340-0200

Safety Harbor · Church, Church School, Church Owned Building (Parsonage code 0110), Salvation Army, Missions $7,143,948 $189 1.60%
2600 PHILIPPE PKWY

27-28-16-00000-420-0400

Safety Harbor · Single Family Home $6,722,668 $718 1.72%
940 7TH ST S

04-29-16-00000-440-0400

Safety Harbor · City Gov't - Non-residential (commercial) only $6,584,970 $5807 1.79%

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.