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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

2,753

Exact filtered count

Median market value

$244,153

Exact median over non-null values

Mean market value

$251,620

Exact database average

Median price per sqft

$190

Exact median where sqft exists

Total market value

$692,708,625

Exact filtered sum

Median tax rate

1.76%

Annual tax divided by market value

Avg assessed gap

$78,402

Market value minus assessed value

Avg assessed gap %

31.34%

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 2,753 parcels with a median market value of $244,153.
  • The middle 50% of recorded market values spans $206,182 to $292,970.
  • Largo is the largest city segment in this slice with 2,753 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

$157,988

P25

$206,182

P50

$244,153

P75

$292,970

P90

$355,360

City Segments

City Parcels Median Value Median $/Sqft
Largo 2753 $244,153 $190

Property Type Segments

Type Parcels Median Value Tax Rate
Planned Unit Development 2753 $244,153 1.76%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
631 PETIT WAY

Largo 33770 · Planned Unit Development

$543,005

$543,005

619 PETIT WAY

Largo 33770 · Planned Unit Development

$543,005

$543,005

615 PETIT WAY

Largo 33770 · Planned Unit Development

$538,778

$538,778

603 PETIT WAY

Largo 33770 · Planned Unit Development

$538,778

$538,778

604 PETIT WAY

Largo 33770 · Planned Unit Development

$533,384

$533,384

620 PETIT WAY

Largo 33770 · Planned Unit Development

$533,384

$533,384

632 PETIT WAY

Largo 33770 · Planned Unit Development

$533,384

$533,384

616 PETIT WAY

Largo 33770 · Planned Unit Development

$533,384

$533,384

11722 CURRIE LN # J-1

Largo 33774 · Planned Unit Development

$532,913

$532,913

623 PETIT WAY

Largo 33770 · Planned Unit Development

$527,721

$527,721

627 PETIT WAY

Largo 33770 · Planned Unit Development

$527,721

$527,721

607 PETIT WAY

Largo 33770 · Planned Unit Development

$523,534

$523,534

Largest Assessed Gaps

Parcel Metric
3151 S PINES DR # 70

Largo 33771 · Planned Unit Development

81.52%

$199,504

2750 S PINES DR # 139

Largo 33771 · Planned Unit Development

81.51%

$198,915

3041 S PINES DR # 50

Largo 33771 · Planned Unit Development

81.25%

$198,915

2930 S PINES DR # 113

Largo 33771 · Planned Unit Development

81.10%

$194,604

2811 S PINES DR # 16

Largo 33771 · Planned Unit Development

81.10%

$194,604

2871 S PINES DR # 28

Largo 33771 · Planned Unit Development

80.93%

$192,840

250 ROSERY RD NW # 251

Largo 33770 · Planned Unit Development

80.85%

$156,931

2751 S PINES DR # 9

Largo 33771 · Planned Unit Development

80.82%

$199,504

3120 S PINES DR # 91

Largo 33771 · Planned Unit Development

80.82%

$199,504

3150 S PINES DR # 80

Largo 33771 · Planned Unit Development

80.81%

$199,895

3091 S PINES DR # 65

Largo 33771 · Planned Unit Development

80.81%

$198,915

2931 S PINES DR # 38

Largo 33771 · Planned Unit Development

80.81%

$198,915

Highest Tax Burden

Parcel Metric
1769 STOWERS WAY

Largo 33770 · Planned Unit Development

22.70%

$29,750

1771 LOKEY PL

Largo 33770 · Planned Unit Development

21.02%

$29,750

1731 LOKEY PL

Largo 33770 · Planned Unit Development

21.02%

$29,750

1765 STOWERS WAY

Largo 33770 · Planned Unit Development

20.40%

$29,750

877 NORMAN TER

Largo 33770 · Planned Unit Development

20.40%

$29,750

889 NORMAN TER

Largo 33770 · Planned Unit Development

20.40%

$29,750

893 NORMAN TER

Largo 33770 · Planned Unit Development

20.40%

$29,750

885 NORMAN TER

Largo 33770 · Planned Unit Development

20.40%

$29,750

881 NORMAN TER

Largo 33770 · Planned Unit Development

20.00%

$29,750

1735 LOKEY PL

Largo 33770 · Planned Unit Development

18.91%

$29,750

805 NORMAN TER

Largo 33770 · Planned Unit Development

18.91%

$29,750

892 NORMAN TER

Largo 33770 · Planned Unit Development

18.91%

$29,750

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
619 PETIT WAY

34-29-15-82755-000-0120

Largo · Planned Unit Development $543,005 $222 1.81%
631 PETIT WAY

34-29-15-82755-000-0090

Largo · Planned Unit Development $543,005 $222 1.81%
615 PETIT WAY

34-29-15-82755-000-0130

Largo · Planned Unit Development $538,778 $220 1.81%
603 PETIT WAY

34-29-15-82755-000-0160

Largo · Planned Unit Development $538,778 $220 1.81%
620 PETIT WAY

34-29-15-82755-000-0040

Largo · Planned Unit Development $533,384 $218 1.80%
632 PETIT WAY

34-29-15-82755-000-0010

Largo · Planned Unit Development $533,384 $218 1.80%
616 PETIT WAY

34-29-15-82755-000-0050

Largo · Planned Unit Development $533,384 $218 1.80%
604 PETIT WAY

34-29-15-82755-000-0080

Largo · Planned Unit Development $533,384 $218 1.80%
11722 CURRIE LN # J-1

18-30-15-13460-000-0330

Largo · Planned Unit Development $532,913 $237 1.86%
627 PETIT WAY

34-29-15-82755-000-0100

Largo · Planned Unit Development $527,721 $218 1.80%
623 PETIT WAY

34-29-15-82755-000-0110

Largo · Planned Unit Development $527,721 $218 1.80%
611 PETIT WAY

34-29-15-82755-000-0140

Largo · Planned Unit Development $523,534 $216 1.81%
607 PETIT WAY

34-29-15-82755-000-0150

Largo · Planned Unit Development $523,534 $216 1.81%
624 PETIT WAY

34-29-15-82755-000-0030

Largo · Planned Unit Development $517,766 $214 1.81%
628 PETIT WAY

34-29-15-82755-000-0020

Largo · Planned Unit Development $517,766 $214 1.81%
612 PETIT WAY

34-29-15-82755-000-0060

Largo · Planned Unit Development $517,766 $214 1.81%
608 PETIT WAY

34-29-15-82755-000-0070

Largo · Planned Unit Development $517,766 $214 1.81%
1423 WATER VIEW DR W

02-30-15-95092-005-1423

Largo · Planned Unit Development $512,379 $220 1.91%
13222 SAN BLAS LOOP

08-30-15-06044-003-0010

Largo · Planned Unit Development $484,955 $185 1.79%
13216 SAN BLAS LOOP

08-30-15-06044-003-0040

Largo · Planned Unit Development $465,270 $181 1.79%
13202 SAN BLAS LOOP

08-30-15-06044-002-0050

Largo · Planned Unit Development $465,270 $181 1.79%
13206 SAN BLAS LOOP

08-30-15-06044-002-0030

Largo · Planned Unit Development $465,270 $181 1.79%
13220 SAN BLAS LOOP # 2

08-30-15-06044-003-0020

Largo · Planned Unit Development $465,270 $181 1.79%
260 2ND AVE SW

34-29-15-96142-001-0510

Largo · Planned Unit Development $459,134 $169 2.00%
271 CLEVELAND AVE SW

34-29-15-96142-001-0390

Largo · Planned Unit Development $459,134 $169 2.00%

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.