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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

614

Exact filtered count

Median market value

$255,008

Exact median over non-null values

Mean market value

$284,752

Exact database average

Median price per sqft

$251

Exact median where sqft exists

Total market value

$174,837,706

Exact filtered sum

Median tax rate

1.74%

Annual tax divided by market value

Avg assessed gap

$88,086

Market value minus assessed value

Avg assessed gap %

30.19%

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 614 parcels with a median market value of $255,008.
  • The middle 50% of recorded market values spans $237,463 to $323,707.
  • Safety Harbor is the largest city segment in this slice with 614 parcels.
  • Planned Unit Development 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

$225,763

P25

$237,463

P50

$255,008

P75

$323,707

P90

$385,563

City Segments

City Parcels Median Value Median $/Sqft
Safety Harbor 614 $255,008 $251

Property Type Segments

Type Parcels Median Value Tax Rate
Planned Unit Development 614 $255,008 1.74%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
925 WOODBRIDGE CT

Safety Harbor 34695 · Planned Unit Development

$545,356

$545,356

929 WOODBRIDGE CT

Safety Harbor 34695 · Planned Unit Development

$538,973

$538,973

320 5TH AVE N

Safety Harbor 34695 · Planned Unit Development

$537,232

$537,232

316 5TH AVE N

Safety Harbor 34695 · Planned Unit Development

$537,232

$537,232

903 WOODBRIDGE CT

Safety Harbor 34695 · Planned Unit Development

$536,373

$536,373

318 5TH AVE N

Safety Harbor 34695 · Planned Unit Development

$526,682

$526,682

919 WOODBRIDGE CT

Safety Harbor 34695 · Planned Unit Development

$517,250

$517,250

927 WOODBRIDGE CT

Safety Harbor 34695 · Planned Unit Development

$517,214

$517,214

909 WOODBRIDGE CT

Safety Harbor 34695 · Planned Unit Development

$516,854

$516,854

917 WOODBRIDGE CT

Safety Harbor 34695 · Planned Unit Development

$516,263

$516,263

916 WOODBRIDGE CT

Safety Harbor 34695 · Planned Unit Development

$512,319

$512,319

918 WOODBRIDGE CT

Safety Harbor 34695 · Planned Unit Development

$512,319

$512,319

Largest Assessed Gaps

Parcel Metric
306 PARKSIDE LN

Safety Harbor 34695 · Planned Unit Development

76.99%

$277,386

350 5TH AVE N

Safety Harbor 34695 · Planned Unit Development

75.92%

$209,655

480 DR ML KING JR ST N

Safety Harbor 34695 · Planned Unit Development

75.92%

$209,655

172 WICKFORD ST E

Safety Harbor 34695 · Planned Unit Development

72.59%

$346,316

320 5TH AVE N

Safety Harbor 34695 · Planned Unit Development

71.48%

$537,232

385 ESTERO CT

Safety Harbor 34695 · Planned Unit Development

71.14%

$259,683

1929 BAYSHORE CT

Safety Harbor 34695 · Planned Unit Development

71.08%

$269,306

42 MERIDIAN DR

Safety Harbor 34695 · Planned Unit Development

70.81%

$431,573

1154 DOVER CT

Safety Harbor 34695 · Planned Unit Development

70.57%

$257,284

360 ESTERO CT

Safety Harbor 34695 · Planned Unit Development

70.35%

$237,463

328 PLYMOUTH ST

Safety Harbor 34695 · Planned Unit Development

70.31%

$249,866

336 CAMBRIA CT

Safety Harbor 34695 · Planned Unit Development

70.00%

$249,866

Highest Tax Burden

Parcel Metric
280 DR ML KING JR ST N

Safety Harbor 34695 · Planned Unit Development

2.93%

$350,740

240 DR ML KING JR ST N

Safety Harbor 34695 · Planned Unit Development

2.62%

$350,740

260 DR ML KING JR ST N

Safety Harbor 34695 · Planned Unit Development

2.62%

$302,233

270 DR ML KING JR ST N

Safety Harbor 34695 · Planned Unit Development

2.62%

$302,233

250 DR ML KING JR ST N

Safety Harbor 34695 · Planned Unit Development

2.62%

$302,233

1918 BAYSHORE CT

Safety Harbor 34695 · Planned Unit Development

2.02%

$333,111

315 PARKSIDE LN

Safety Harbor 34695 · Planned Unit Development

2.02%

$336,530

10 PENZANCE CT

Safety Harbor 34695 · Planned Unit Development

2.01%

$230,530

1147 DOVER CT

Safety Harbor 34695 · Planned Unit Development

2.01%

$249,866

1151 DOVER CT

Safety Harbor 34695 · Planned Unit Development

1.98%

$232,913

1907 BAYSHORE CT

Safety Harbor 34695 · Planned Unit Development

1.94%

$323,707

1384 WICKFORD ST

Safety Harbor 34695 · Planned Unit Development

1.91%

$235,079

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
925 WOODBRIDGE CT

04-29-16-94072-000-0120

Safety Harbor · Planned Unit Development $545,356 $255 1.35%
929 WOODBRIDGE CT

04-29-16-94072-000-0140

Safety Harbor · Planned Unit Development $538,973 $263 1.35%
320 5TH AVE N

03-29-16-27815-000-0050

Safety Harbor · Planned Unit Development $537,232 $294 1.40%
316 5TH AVE N

03-29-16-27815-000-0070

Safety Harbor · Planned Unit Development $537,232 $294 1.60%
903 WOODBRIDGE CT

04-29-16-94072-000-0010

Safety Harbor · Planned Unit Development $536,373 $251 1.51%
318 5TH AVE N

03-29-16-27815-000-0060

Safety Harbor · Planned Unit Development $526,682 $288 1.40%
919 WOODBRIDGE CT

04-29-16-94072-000-0090

Safety Harbor · Planned Unit Development $517,250 $242 1.35%
927 WOODBRIDGE CT

04-29-16-94072-000-0130

Safety Harbor · Planned Unit Development $517,214 $242 1.35%
909 WOODBRIDGE CT

04-29-16-94072-000-0040

Safety Harbor · Planned Unit Development $516,854 $242 1.36%
917 WOODBRIDGE CT

04-29-16-94072-000-0080

Safety Harbor · Planned Unit Development $516,263 $242 1.35%
924 WOODBRIDGE CT

04-29-16-94072-000-0280

Safety Harbor · Planned Unit Development $512,319 $240 1.35%
916 WOODBRIDGE CT

04-29-16-94072-000-0240

Safety Harbor · Planned Unit Development $512,319 $240 1.35%
918 WOODBRIDGE CT

04-29-16-94072-000-0250

Safety Harbor · Planned Unit Development $512,319 $240 1.35%
911 WOODBRIDGE CT

04-29-16-94072-000-0050

Safety Harbor · Planned Unit Development $511,332 $239 1.35%
902 WOODBRIDGE CT

04-29-16-94072-000-0170

Safety Harbor · Planned Unit Development $511,332 $239 1.35%
933 WOODBRIDGE CT

04-29-16-94072-000-0160

Safety Harbor · Planned Unit Development $511,332 $239 1.35%
910 WOODBRIDGE CT

04-29-16-94072-000-0210

Safety Harbor · Planned Unit Development $507,388 $237 1.35%
926 WOODBRIDGE CT

04-29-16-94072-000-0290

Safety Harbor · Planned Unit Development $507,388 $237 1.35%
908 WOODBRIDGE CT

04-29-16-94072-000-0200

Safety Harbor · Planned Unit Development $506,401 $237 1.35%
921 WOODBRIDGE CT

04-29-16-94072-000-0100

Safety Harbor · Planned Unit Development $493,060 $241 1.38%
55 MERIDIAN DR

04-29-16-36161-000-0190

Safety Harbor · Planned Unit Development $489,837 $273 1.63%
923 WOODBRIDGE CT

04-29-16-94072-000-0110

Safety Harbor · Planned Unit Development $487,439 $238 1.35%
931 WOODBRIDGE CT

04-29-16-94072-000-0150

Safety Harbor · Planned Unit Development $486,494 $237 1.35%
913 WOODBRIDGE CT

04-29-16-94072-000-0060

Safety Harbor · Planned Unit Development $486,494 $237 1.35%
920 WOODBRIDGE CT

04-29-16-94072-000-0260

Safety Harbor · Planned Unit Development $482,712 $236 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.