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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

233,514

Exact filtered count

Median market value

$362,722

Exact median over non-null values

Mean market value

$481,405

Exact database average

Median price per sqft

$251

Exact median where sqft exists

Total market value

$112,407,173,383

Exact filtered sum

Median tax rate

1.83%

Annual tax divided by market value

Avg assessed gap

$182,683

Market value minus assessed value

Avg assessed gap %

37.79%

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 233,514 parcels with a median market value of $362,722.
  • The middle 50% of recorded market values spans $277,244 to $507,928.
  • St. Petersburg is the largest city segment in this slice with 16,814 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

$220,877

P25

$277,244

P50

$363,676

P75

$507,928

P90

$810,522

City Segments

City Parcels Median Value Median $/Sqft
St. Petersburg 16814 $321,385 $257
Clearwater 6957 $348,894 $237
Largo 4490 $345,086 $243
Palm Harbor 4326 $462,136 $253
Seminole 4217 $358,941 $242
Pinellas Park 2761 $283,690 $234
Dunedin 2304 $461,070 $289
Tarpon Springs 2159 $413,117 $226
Safety Harbor 1146 $472,320 $267
Oldsmar 1114 $461,206 $242
Gulfport 828 $326,916 $292
St. Pete Beach 553 $865,933 $444

Property Type Segments

Type Parcels Median Value Tax Rate
Single Family Home 50000 $363,676 1.83%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
1700 GULF BLVD

Belleair Shore 33786 · Single Family Home

$20,264,624

$20,264,624

1160 GULF BLVD

Belleair Shore 33786 · Single Family Home

$14,422,282

$14,422,282

130 WILLADEL DR

Belleair 33756 · Single Family Home

$13,316,209

$13,316,209

280 GULF BLVD

Belleair Shore 33786 · Single Family Home

$9,957,629

$9,957,629

974 ELDORADO AVE

Clearwater 33767 · Single Family Home

$9,496,036

$9,496,036

3 HARBORSIDE DR

Belleair 33756 · Single Family Home

$9,085,645

$9,085,645

129 BAY POINT DR NE

St. Petersburg 33704 · Single Family Home

$8,259,988

$8,259,988

1320 GULF BLVD

Belleair Shore 33786 · Single Family Home

$7,988,971

$7,988,971

3702 EL CENTRO ST

St. Pete Beach 33706 · Single Family Home

$7,513,341

$7,513,341

2813 SUNSET WAY

St. Pete Beach 33706 · Single Family Home

$7,473,438

$7,473,438

106 29TH AVE

St. Pete Beach 33706 · Single Family Home

$7,453,323

$7,453,323

651 BRIGHTWATERS BLVD NE

St. Petersburg 33704 · Single Family Home

$7,337,627

$7,337,627

Largest Assessed Gaps

Parcel Metric
1224 20TH AVE S

St. Petersburg 33705 · Single Family Home

97.45%

$120,942

910 10TH AVE S

St. Petersburg 33705 · Single Family Home

96.95%

$147,747

1120 10TH AVE S

St. Petersburg 33705 · Single Family Home

96.79%

$118,655

1710 PRESCOTT ST S

St. Petersburg 33712 · Single Family Home

96.75%

$185,594

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

1319 10TH AVE S

St. Petersburg 33705 · Single Family Home

96.31%

$197,480

2621 EMERSON AVE S

St. Petersburg 33712 · Single Family Home

96.19%

$326,934

934 10TH AVE S

St. Petersburg 33705 · Single Family Home

95.70%

$147,764

1702 17TH ST S

St. Petersburg 33712 · Single Family Home

95.57%

$184,427

130 27TH ST S

St. Petersburg 33712 · Single Family Home

95.19%

$331,741

3210 4TH AVE S

St. Petersburg 33712 · Single Family Home

95.14%

$230,075

Highest Tax Burden

Parcel Metric
1851 MISSISSIPPI AVE NE

St. Petersburg 33703 · Single Family Home

20.19%

$125,040

3469 17TH AVE S

St. Petersburg 33711 · Single Family Home

20.08%

$38,414

1943 SHORE ACRES BLVD NE

St. Petersburg 33703 · Single Family Home

17.92%

$129,392

6743 92ND AVE

Pinellas Park 33782 · Single Family Home

17.58%

$68,336

2024 HARBOUR WATCH CIR

Tarpon Springs 34689 · Single Family Home

17.56%

$96,667

2217 21ST ST S

St. Petersburg 33712 · Single Family Home

17.32%

$62,433

4543 26TH AVE S

St. Petersburg 33711 · Single Family Home

17.09%

$122,076

4517 26TH AVE S

St. Petersburg 33711 · Single Family Home

16.30%

$122,076

8290 40TH ST N

Pinellas Park 33781 · Single Family Home

15.78%

$64,214

1910 14TH AVE S

St. Petersburg 33712 · Single Family Home

15.64%

$52,642

270 LAROCCA CT

Palm Harbor 34683 · Single Family Home

15.41%

$113,328

1021 9TH PL S

St. Petersburg 33705 · Single Family Home

15.07%

$33,161

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
1700 GULF BLVD

31-29-15-06570-000-0600

Belleair Shore · Single Family Home $20,264,624 $1147 1.33%
1160 GULF BLVD

31-29-15-06570-000-0420

Belleair Shore · Single Family Home $14,422,282 $1757 1.28%
130 WILLADEL DR

21-29-15-97758-000-0060

Belleair · Single Family Home $13,316,209 $770 1.90%
280 GULF BLVD

31-29-15-06570-000-0090

Belleair Shore · Single Family Home $9,957,629 $2615 1.29%
974 ELDORADO AVE

05-29-15-54666-069-0010

Clearwater · Single Family Home $9,496,036 $2196 1.85%
3 HARBORSIDE DR

29-29-15-23779-000-0030

Belleair · Single Family Home $9,085,645 $906 1.97%
129 BAY POINT DR NE

17-31-17-04428-000-0140

St. Petersburg · Single Family Home $8,259,988 $1313 1.84%
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%
2813 SUNSET WAY

18-32-16-17316-001-0070

St. Pete Beach · Single Family Home $7,473,438 $1262 1.40%
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%
1849 BRIGHTWATERS BLVD NE

09-31-17-83448-001-0180

St. Petersburg · Single Family Home $7,280,590 $1321 1.81%
1731 BRIGHTWATERS BLVD NE

09-31-17-83430-001-0040

St. Petersburg · Single Family Home $7,047,263 $1724 1.73%
3505 EL CENTRO ST

07-32-16-21852-002-0020

St. Pete Beach · Single Family Home $6,807,253 $1467 1.45%
906 DRUID RD S

16-29-15-36270-000-1650

Clearwater · Single Family Home $6,774,039 $943 1.83%
1679 BRIGHTWATERS BLVD NE

08-31-17-83574-000-5370

St. Petersburg · Single Family Home $6,736,985 $1006 1.67%
16008 GULF BLVD

05-31-15-00000-430-1200

Redington Beach · Single Family Home $6,716,384 $1231 1.50%
604 LIME AVE

16-29-15-55315-000-0010

Clearwater · Single Family Home $6,670,409 $860 1.80%
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%
3214 EL CENTRO ST

07-32-16-21852-001-0080

St. Pete Beach · Single Family Home $6,627,125 $1383 1.46%
2220 SUNSET WAY

18-32-16-88056-005-0020

St. Pete Beach · Single Family Home $6,623,093 $1310 1.37%
413 ST ANDREWS DR

20-29-15-07372-000-0130

Belleair · Single Family Home $6,605,726 $719 1.98%
937 VICTORIA DR

27-28-15-23058-016-0001

Dunedin · Single Family Home $6,574,556 $824 1.43%

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.