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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

60

Exact filtered count

Median market value

$5,472,698

Exact median over non-null values

Mean market value

$6,447,394

Exact database average

Median price per sqft

$1,341

Exact median where sqft exists

Total market value

$386,843,670

Exact filtered sum

Median tax rate

1.30%

Annual tax divided by market value

Avg assessed gap

$1,748,185

Market value minus assessed value

Avg assessed gap %

26.23%

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 60 parcels with a median market value of $5,472,698.
  • The middle 50% of recorded market values spans $4,560,162 to $7,117,590.
  • Belleair Shore is the largest city segment in this slice with 60 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

$4,339,242

P25

$4,560,162

P50

$5,472,698

P75

$7,117,590

P90

$8,689,806

City Segments

City Parcels Median Value Median $/Sqft
Belleair Shore 60 $5,472,698 $1341

Property Type Segments

Type Parcels Median Value Tax Rate
Single Family Home 47 $6,068,394 1.30%
Vacant Residential - lot & acreage less than 5 acres 10 $4,497,936 1.28%
Vacant Residential Land w/XFSB 2 $4,322,448 1.28%
Vacant City Government 1 $4,213,607 1.43%

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

1650 GULF BLVD

Belleair Shore 33786 · Single Family Home

$15,152,813

$15,152,813

1160 GULF BLVD

Belleair Shore 33786 · Single Family Home

$14,422,282

$14,422,282

Largest Assessed Gaps

Parcel Metric
620 GULF BLVD

Belleair Shore 33786 · Vacant Residential - lot & acreage less than 5 acres

80.98%

$4,748,798

1360 GULF BLVD

Belleair Shore 33786 · Vacant Residential - lot & acreage less than 5 acres

76.14%

$6,783,784

700 GULF BLVD

Belleair Shore 33786 · Single Family Home

72.01%

$6,357,665

540 GULF BLVD

Belleair Shore 33786 · Vacant Residential - lot & acreage less than 5 acres

67.14%

$5,566,616

140 GULF BLVD

Belleair Shore 33786 · Single Family Home

65.11%

$4,541,300

900 GULF BLVD

Belleair Shore 33786 · Vacant Residential - lot & acreage less than 5 acres

63.37%

$4,307,749

1260 GULF BLVD

Belleair Shore 33786 · Single Family Home

59.30%

$5,814,308

1020 GULF BLVD

Belleair Shore 33786 · Single Family Home

58.17%

$6,223,040

200 GULF BLVD

Belleair Shore 33786 · Single Family Home

56.18%

$7,633,401

1460 GULF BLVD

Belleair Shore 33786 · Single Family Home

54.87%

$6,418,383

750 GULF BLVD

Belleair Shore 33786 · Single Family Home

53.43%

$10,680,697

1740 GULF BLVD

Belleair Shore 33786 · Single Family Home

50.41%

$7,004,732

Highest Tax Burden

Parcel Metric
120 GULF BLVD

Belleair Shore 33786 · Single Family Home

2.67%

$4,436,755

640 GULF BLVD

Belleair Shore 33786 · Single Family Home

1.53%

$4,764,826

1520 GULF BLVD

Belleair Shore 33786 · Single Family Home

1.51%

$5,051,049

820 GULF BLVD

Belleair Shore 33786 · Single Family Home

1.50%

$8,012,165

1880 GULF BLVD

Belleair Shore 33786 · Vacant City Government

1.43%

$4,213,607

1280 GULF BLVD

Belleair Shore 33786 · Single Family Home

1.40%

$4,476,729

1300 GULF BLVD

Belleair Shore 33786 · Single Family Home

1.37%

$6,620,144

1020 GULF BLVD

Belleair Shore 33786 · Single Family Home

1.34%

$6,223,040

1700 GULF BLVD

Belleair Shore 33786 · Single Family Home

1.33%

$20,264,624

1720 GULF BLVD

Belleair Shore 33786 · Single Family Home

1.32%

$6,722,901

1540 GULF BLVD

Belleair Shore 33786 · Single Family Home

1.32%

$8,066,300

1580 GULF BLVD

Belleair Shore 33786 · Single Family Home

1.32%

$7,810,027

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%
1650 GULF BLVD

31-29-15-06570-000-0580

Belleair Shore · Single Family Home $15,152,813 $1561 1.29%
1160 GULF BLVD

31-29-15-06570-000-0420

Belleair Shore · Single Family Home $14,422,282 $1757 1.28%
750 GULF BLVD

31-29-15-06570-000-0260

Belleair Shore · Single Family Home $10,680,697 $1564 1.30%
280 GULF BLVD

31-29-15-06570-000-0090

Belleair Shore · Single Family Home $9,957,629 $2615 1.29%
520 GULF BLVD

31-29-15-06570-000-0190

Belleair Shore · Single Family Home $8,691,995 $1934 1.31%
220 GULF BLVD

31-29-15-06570-000-0080

Belleair Shore · Single Family Home $8,689,563 $1258 1.31%
400 GULF BLVD

31-29-15-06570-000-0140

Belleair Shore · Vacant Residential - lot & acreage less than 5 acres $8,544,734 - 1.28%
1900 GULF BLVD

31-29-15-06570-000-0670

Belleair Shore · Single Family Home $8,490,928 $1309 1.30%
1540 GULF BLVD

31-29-15-06570-000-0560

Belleair Shore · Single Family Home $8,066,300 $1229 1.32%
820 GULF BLVD

31-29-15-06570-000-0280

Belleair Shore · Single Family Home $8,012,165 $1103 1.50%
1320 GULF BLVD

31-29-15-06570-000-0470

Belleair Shore · Single Family Home $7,988,971 $1174 1.30%
1580 GULF BLVD

31-29-15-06570-000-0570

Belleair Shore · Single Family Home $7,810,027 $1566 1.32%
200 GULF BLVD

31-29-15-06570-000-0070

Belleair Shore · Single Family Home $7,633,401 $923 1.31%
320 GULF BLVD

31-29-15-06570-000-0120

Belleair Shore · Single Family Home $7,456,166 $1556 1.31%
1740 GULF BLVD

31-29-15-06570-000-0630

Belleair Shore · Single Family Home $7,004,732 $1415 1.30%
1360 GULF BLVD

31-29-15-06570-000-0490

Belleair Shore · Vacant Residential - lot & acreage less than 5 acres $6,783,784 - 1.22%
1720 GULF BLVD

31-29-15-06570-000-0620

Belleair Shore · Single Family Home $6,722,901 $1009 1.32%
1300 GULF BLVD

31-29-15-06570-000-0460

Belleair Shore · Single Family Home $6,620,144 $2386 1.37%
980 GULF BLVD

31-29-15-06570-000-0340

Belleair Shore · Single Family Home $6,593,875 $959 1.31%
100 GULF BLVD

31-29-15-06570-000-0040

Belleair Shore · Single Family Home $6,489,668 $1425 1.31%
1460 GULF BLVD

31-29-15-06570-000-0530

Belleair Shore · Single Family Home $6,418,383 $1078 1.30%
700 GULF BLVD

31-29-15-06570-000-0250

Belleair Shore · Single Family Home $6,357,665 $1222 1.31%
440 GULF BLVD

31-29-15-06570-000-0170

Belleair Shore · Single Family Home $6,292,423 $1047 1.30%
1020 GULF BLVD

31-29-15-06570-000-0360

Belleair Shore · Single Family Home $6,223,040 $1082 1.34%

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.