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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

409,396

Exact filtered count

Median market value

$312,981

Exact median over non-null values

Mean market value

$415,374

Exact database average

Median price per sqft

$233

Exact median where sqft exists

Total market value

$169,734,746,478

Exact filtered sum

Median tax rate

1.79%

Annual tax divided by market value

Avg assessed gap

$133,744

Market value minus assessed value

Avg assessed gap %

30.99%

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 409,396 parcels with a median market value of $312,981.
  • The middle 50% of recorded market values spans $210,958 to $464,360.
  • St. Petersburg is the largest city segment in this slice with 14,755 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

$132,511

P25

$210,958

P50

$315,460

P75

$464,360

P90

$750,965

City Segments

City Parcels Median Value Median $/Sqft
St. Petersburg 14755 $300,838 $244
Clearwater 8267 $289,496 $210
Largo 4662 $263,834 $207
Palm Harbor 4177 $361,269 $231
Seminole 3431 $321,479 $227
Pinellas Park 2554 $255,371 $205
Dunedin 2353 $379,944 $263
Tarpon Springs 1981 $329,385 $210
Oldsmar 1129 $315,540 $213
Safety Harbor 927 $411,540 $254
St. Pete Beach 878 $533,262 $417
Gulfport 811 $312,896 $263

Property Type Segments

Type Parcels Median Value Tax Rate
Single Family Home 28562 $363,410 1.83%
Condominium 9377 $238,371 1.65%
Planned Unit Development 2680 $300,098 1.72%
Condo Conversion - Apartments to Platted Condo (Predominately Owner-Occupied) 1981 $163,092 1.65%
Manufactured Home (Co-Op or Share Owned) 1484 $82,744 1.80%
Duplex-Triplex-Fourplex 981 $360,000 1.94%
Condominium (land lease) 976 $137,384 1.39%
Vacant Residential - lot & acreage less than 5 acres 720 $129,878 1.81%
Single Family - more than one house per parcel 482 $517,125 1.87%
Condo Com Apartments 424 $146,370 1.88%
Manufactured Home (On Individually Owned Lot) 372 $130,824 1.73%
Condo Hotel and Motel 320 $382,691 1.53%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
7100 ULMERTON RD

Largo 33771 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$37,900,000

$37,900,000

2001 83RD AVE N

St. Petersburg 33702 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$28,500,000

$28,500,000

45 KATHERINE BLVD

Palm Harbor 34684 · ALF (10 or more units)

$24,500,000

$24,500,000

2550 STATE ROAD 580

Clearwater 33761 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$21,250,000

$21,250,000

100 PALMETTO RD

Belleair 33756 · Single Family - more than one house per parcel

$12,849,481

$12,849,481

420 BAY AVE

Clearwater 33756 · ALF (10 or more units)

$12,255,734

$12,255,734

2750 DREW ST

Clearwater 33759 · ALF (10 or more units)

$10,700,000

$10,700,000

7100 ULMERTON RD

Largo 33771 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$10,550,000

$10,550,000

1415 MAIN ST

Dunedin 34698 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$10,450,000

$10,450,000

280 GULF BLVD

Belleair Shore 33786 · Single Family Home

$9,957,629

$9,957,629

28488 US HIGHWAY 19 N

Clearwater 33761 · Mobile Home Park (lot rental community / manufactured / campground & RV Parks)

$8,250,000

$8,250,000

10300 4TH ST N

St. Petersburg 33716 · ALF (10 or more units)

$8,100,000

$8,100,000

Largest Assessed Gaps

Parcel Metric
BEE POND RD

Palm Harbor 34683 · Vacant Residential - lot & acreage less than 5 acres

99.35%

$303,425

910 10TH AVE S

St. Petersburg 33705 · Single Family Home

96.95%

$147,747

784 21ST AVE S

St. Petersburg 33705 · Single Family - more than one house per parcel

96.82%

$277,252

1120 10TH AVE S

St. Petersburg 33705 · Single Family Home

96.79%

$118,655

1018 10TH AVE S

St. Petersburg 33705 · Single Family Home

96.73%

$219,384

2034 12TH ST S

St. Petersburg 33705 · Single Family Home

96.62%

$160,091

132ND AVE

Largo 33774 · Vacant Residential - lot & acreage less than 5 acres

96.60%

$97,156

1319 10TH AVE S

St. Petersburg 33705 · Single Family Home

96.31%

$197,480

767 18TH AVE S

St. Petersburg 33705 · Duplex-Triplex-Fourplex

96.23%

$225,000

1702 17TH ST S

St. Petersburg 33712 · Single Family Home

95.57%

$184,427

3242 16TH AVE S

St. Petersburg 33712 · Single Family Home

95.09%

$147,684

647 13TH AVE S

St. Petersburg 33701 · Duplex-Triplex-Fourplex

94.84%

$215,000

Highest Tax Burden

Parcel Metric
8TH ST N

St. Petersburg 33701 · Condo Parking Space, Garage Space, Storage Units, Cabanas

343.53%

$85

8TH ST N

St. Petersburg 33701 · Condo Parking Space, Garage Space, Storage Units, Cabanas

343.53%

$85

777 3RD AVE N # 1601

St. Petersburg 33701 · Condominium

57.29%

$27,778

126 4TH AVE NE # 2101

St. Petersburg 33701 · Condominium

48.88%

$119,000

881 6TH AVE S

St. Petersburg 33701 · Planned Unit Development

40.40%

$26,846

869 6TH AVE S

St. Petersburg 33701 · Planned Unit Development

40.23%

$26,846

654 35TH AVE N

St. Petersburg 33704 · Single Family with Accessory Dwelling

35.32%

$1,033,566

844 OAK BEND LN

Dunedin 34698 · Planned Unit Development

32.15%

$38,250

90 64TH ST S

St. Petersburg 33707 · Planned Unit Development

32.12%

$42,500

126 4TH AVE NE # 1402

St. Petersburg 33701 · Condominium

28.48%

$119,000

126 4TH AVE NE # 1201

St. Petersburg 33701 · Condominium

27.94%

$119,000

126 4TH AVE NE # 1101

St. Petersburg 33701 · Condominium

27.68%

$119,000

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
7100 ULMERTON RD

07-30-16-70956-200-0700

Largo · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $37,900,000 $2433 1.90%
2001 83RD AVE N

25-30-16-00000-220-0100

St. Petersburg · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $28,500,000 $3099 1.99%
45 KATHERINE BLVD

09-28-16-00000-230-0100

Palm Harbor · ALF (10 or more units) $24,500,000 $87 1.84%
2550 STATE ROAD 580

30-28-16-00000-110-0100

Clearwater · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $21,250,000 $2400 1.74%
100 PALMETTO RD

28-29-15-06732-025-0100

Belleair · Single Family - more than one house per parcel $12,849,481 $881 2.09%
420 BAY AVE

16-29-15-63626-000-0010

Clearwater · ALF (10 or more units) $12,255,734 $56 2.65%
2750 DREW ST

08-29-16-22467-000-0010

Clearwater · ALF (10 or more units) $10,700,000 $80 2.01%
7100 ULMERTON RD

07-30-16-70956-100-0900

Largo · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $10,550,000 $4670 1.90%
1415 MAIN ST

26-28-15-00000-420-0500

Dunedin · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $10,450,000 $4665 1.76%
280 GULF BLVD

31-29-15-06570-000-0090

Belleair Shore · Single Family Home $9,957,629 $2615 1.29%
28488 US HIGHWAY 19 N

19-28-16-00000-320-0100

Clearwater · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $8,250,000 $1794 1.78%
10300 4TH ST N

18-30-17-55236-001-0020

St. Petersburg · ALF (10 or more units) $8,100,000 $110 2.04%
1320 GULF BLVD

31-29-15-06570-000-0470

Belleair Shore · Single Family Home $7,988,971 $1174 1.30%
3702 EL CENTRO ST

07-32-16-21852-028-0005

St. Pete Beach · Single Family Home $7,513,341 $1301 1.24%
106 29TH AVE

18-32-16-17316-001-0090

St. Pete Beach · Single Family Home $7,453,323 $1641 1.43%
651 BRIGHTWATERS BLVD NE

17-31-17-83340-000-0440

St. Petersburg · Single Family Home $7,337,627 $1374 1.62%
9225 82ND AVE

26-30-15-70740-100-1200

Seminole · ALF (10 or more units) $7,200,000 $136 1.64%
11911 66TH ST

08-30-16-70974-300-0900

Pinellas Park · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $7,200,000 $1002 1.91%
2850 UNION ST

32-28-16-00000-430-0300

Clearwater · Single Family Home $6,658,570 $482 1.58%
701 BRIGHTWATERS BLVD NE

17-31-17-83358-000-0470

St. Petersburg · Single Family Home $6,636,541 $996 1.85%
180 BEACH DR NE # 2201

19-31-17-64870-001-2201

St. Petersburg · Condominium $6,611,186 $903 2.12%
6900 ULMERTON RD

07-30-16-70956-100-0400

Largo · Mobile Home Park (lot rental community / manufactured / campground & RV Parks) $6,600,000 $685 1.90%
937 VICTORIA DR

27-28-15-23058-016-0001

Dunedin · Single Family Home $6,574,556 $824 1.43%
2093 CAROLINA AVE NE

03-31-17-93887-017-0480

St. Petersburg · Single Family - more than one house per parcel $6,543,545 $852 1.99%
4039 BAYSHORE BLVD NE

04-31-17-81504-002-0030

St. Petersburg · Single Family Home $6,525,496 $805 1.80%

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.
  • Interactive EDA is capped at 50,000 rows for responsiveness.