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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

3,534

Exact filtered count

Median market value

$660,551

Exact median over non-null values

Mean market value

$823,028

Exact database average

Median price per sqft

$473

Exact median where sqft exists

Total market value

$2,902,819,713

Exact filtered sum

Median tax rate

1.58%

Annual tax divided by market value

Avg assessed gap

$195,569

Market value minus assessed value

Avg assessed gap %

19.38%

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 3,534 parcels with a median market value of $660,551.
  • The middle 50% of recorded market values spans $463,856 to $932,254.
  • Indian Rocks Beach is the largest city segment in this slice with 3,534 parcels.
  • Condominium 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

$318,848

P25

$463,856

P50

$698,466

P75

$932,254

P90

$1,442,076

City Segments

City Parcels Median Value Median $/Sqft
Indian Rocks Beach 3534 $660,551 $473

Property Type Segments

Type Parcels Median Value Tax Rate
Condominium 1148 $660,952 1.47%
Single Family Home 1103 $853,122 1.58%
Planned Unit Development 318 $516,134 1.57%
Duplex-Triplex-Fourplex 208 $740,000 1.59%
Condo Conversion - Apartments to Platted Condo (Predominately Owner-Occupied) 161 $300,939 1.51%
Condo Hotel and Motel 114 $561,383 1.52%
Condo Common Area Assn Own - open/green space 103 Contact for Price -
Vacant Residential - lot & acreage less than 5 acres 76 $504,085 1.59%
Single Family - more than one house per parcel 39 $828,711 1.58%
Condo Common Area Assn Own - w/improvement 39 Contact for Price -
Vacant Residential Land w/XFSB 35 $761,259 1.58%
Condo Com Apartments 33 $140,250 1.73%

Auditable Outliers

Each row links back to the underlying parcel drilldown.

Exploratory signals, not recommendations

High-Value IQR Outliers

Parcel Metric
GULF BLVD

Indian Rocks Beach 33785 · Vacant Commercial Land w/XFSB

$10,151,623

$10,151,623

1615 1ST ST

Indian Rocks Beach 33785 · Church, Church School, Church Owned Building (Parsonage code 0110), Salvation Army, Missions

$7,211,224

$7,211,224

2 18TH AVE

Indian Rocks Beach 33785 · Single Family - more than one house per parcel

$7,007,720

$7,007,720

32 GULF BLVD

Indian Rocks Beach 33785 · Single Family Home

$6,868,168

$6,868,168

401 2ND ST

Indian Rocks Beach 33785 · Hotels and Motels (50 units or more)

$6,650,000

$6,650,000

34 GULF BLVD

Indian Rocks Beach 33785 · Single Family Home

$6,264,403

$6,264,403

2402 GULF BLVD

Indian Rocks Beach 33785 · Timeshare

$6,207,500

$6,207,500

537 HARBOR DR N

Indian Rocks Beach 33785 · Single Family Home

$6,021,284

$6,021,284

16 GULF BLVD

Indian Rocks Beach 33785 · Vacant Residential Land w/XFSB

$5,944,250

$5,944,250

1610 BEACH TRL

Indian Rocks Beach 33785 · Single Family Home

$5,907,387

$5,907,387

2706 BEACH TRL

Indian Rocks Beach 33785 · Single Family Home

$5,884,667

$5,884,667

2502 BEACH TRL

Indian Rocks Beach 33785 · Single Family Home

$5,724,927

$5,724,927

Largest Assessed Gaps

Parcel Metric
718 BEACH TRL

Indian Rocks Beach 33785 · Single Family Home

87.73%

$2,897,555

114 10TH AVE

Indian Rocks Beach 33785 · Duplex-Triplex-Fourplex

83.22%

$775,000

110 GULF BLVD

Indian Rocks Beach 33785 · Single Family Home

83.07%

$3,213,716

1514 GULF BLVD

Indian Rocks Beach 33785 · Single Family Home

80.19%

$3,849,029

728 E GULF BLVD

Indian Rocks Beach 33785 · Single Family Home

80.11%

$520,893

311 6TH AVE

Indian Rocks Beach 33785 · Single Family Home

79.23%

$1,269,371

2110 GULF BLVD # 7

Indian Rocks Beach 33785 · Condo Conversion - Apartments to Platted Condo (Predominately Owner-Occupied)

79.23%

$311,193

200 10TH AVE

Indian Rocks Beach 33785 · Single Family Home

79.21%

$439,517

726 BEACH TRL

Indian Rocks Beach 33785 · Single Family Home

79.17%

$3,426,468

116 12TH AVE

Indian Rocks Beach 33785 · Single Family Home

78.27%

$424,612

402 20TH AVE

Indian Rocks Beach 33785 · Single Family Home

78.14%

$420,146

406 18TH AVE

Indian Rocks Beach 33785 · Single Family Home

77.88%

$862,548

Highest Tax Burden

Parcel Metric
2205 GULF BLVD # A

Indian Rocks Beach 33785 · Condominium

8.80%

$256,650

2205 GULF BLVD # B

Indian Rocks Beach 33785 · Condominium

8.37%

$256,650

373 12TH AVE

Indian Rocks Beach 33785 · Single Family Home

6.65%

$700,616

207 22ND AVE

Indian Rocks Beach 33785 · Duplex-Triplex-Fourplex

4.90%

$485,296

813 GULF BLVD

Indian Rocks Beach 33785 · Duplex-Triplex-Fourplex

4.37%

$462,774

310 10TH AVE

Indian Rocks Beach 33785 · Single Family Home

3.82%

$751,861

498 HARBOR DR N

Indian Rocks Beach 33785 · Single Family Home

3.77%

$1,318,617

370 12TH AVE

Indian Rocks Beach 33785 · Vacant Residential - lot & acreage less than 5 acres

3.69%

$175,712

209 1ST ST # 2-7

Indian Rocks Beach 33785 · Condo Hotel and Motel

3.60%

$228,817

712 BEACH TRL # B

Indian Rocks Beach 33785 · Condo Conversion - Apartments to Platted Condo (Predominately Owner-Occupied)

3.23%

$492,204

403 20TH AVE

Indian Rocks Beach 33785 · Single Family Home

3.15%

$494,823

209 1ST ST # 3-6

Indian Rocks Beach 33785 · Condo Hotel and Motel

3.14%

$148,863

Sample Parcels

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

Parcel Segment Market Value $/Sqft Tax Rate
GULF BLVD

01-30-14-42030-022-0010

Indian Rocks Beach · Vacant Commercial Land w/XFSB $10,151,623 - 1.63%
1615 1ST ST

01-30-14-42084-001-0250

Indian Rocks Beach · Church, Church School, Church Owned Building (Parsonage code 0110), Salvation Army, Missions $7,211,224 $352 1.53%
2 18TH AVE

01-30-14-42030-017-0110

Indian Rocks Beach · Single Family - more than one house per parcel $7,007,720 $1014 1.58%
32 GULF BLVD

13-30-14-42840-003-0002

Indian Rocks Beach · Single Family Home $6,868,168 $1167 1.43%
401 2ND ST

12-30-14-35363-001-0000

Indian Rocks Beach · Hotels and Motels (50 units or more) $6,650,000 $100 1.59%
34 GULF BLVD

13-30-14-42840-003-0001

Indian Rocks Beach · Single Family Home $6,264,403 $1090 1.57%
2402 GULF BLVD

01-30-14-12990-000-0000

Indian Rocks Beach · Timeshare $6,207,500 $107 1.59%
537 HARBOR DR N

06-30-15-12402-000-0180

Indian Rocks Beach · Single Family Home $6,021,284 $1084 1.50%
16 GULF BLVD

13-30-14-42840-004-0070

Indian Rocks Beach · Vacant Residential Land w/XFSB $5,944,250 - 1.59%
1610 BEACH TRL

01-30-14-42030-022-0090

Indian Rocks Beach · Single Family Home $5,907,387 $1414 1.59%
2706 BEACH TRL

01-30-14-42030-001-0040

Indian Rocks Beach · Single Family Home $5,884,667 $1325 1.58%
2502 BEACH TRL

01-30-14-42030-007-0050

Indian Rocks Beach · Single Family Home $5,724,927 $1110 1.57%
2 GULF BLVD

13-30-14-42840-004-0140

Indian Rocks Beach · Single Family Home $5,567,322 $1116 1.54%
2102 BEACH TRL

01-30-14-42030-048-0040

Indian Rocks Beach · Vacant Residential - lot & acreage less than 5 acres $5,237,174 - 1.59%
1208 BEACH TRL

01-30-14-42030-028-0130

Indian Rocks Beach · Single Family Home $5,208,316 $1256 1.47%
2718 GULF BLVD # 3

01-30-14-96916-000-0010

Indian Rocks Beach · Single Family Home $4,974,504 $1833 1.57%
20 GULF BLVD

13-30-14-42840-004-0050

Indian Rocks Beach · Single Family - more than one house per parcel $4,904,625 $1324 1.58%
401 2ND ST

12-30-14-35363-002-0200

Indian Rocks Beach · Hotels and Motels (50 units or more) $4,850,000 $79 1.59%
2302 BEACH TRL

01-30-14-42030-042-0040

Indian Rocks Beach · Apartments (5-9 units) $4,800,000 $694 1.59%
401 GULF BLVD

12-30-14-42858-008-0050

Indian Rocks Beach · Restaurant, Cafeteria $4,740,000 $257 1.62%
1512 GULF BLVD

01-30-14-42030-027-0050

Indian Rocks Beach · Single Family - more than one house per parcel $4,707,750 $1550 1.58%
2408 BAY BLVD

06-30-15-15444-000-0010

Indian Rocks Beach · Church, Church School, Church Owned Building (Parsonage code 0110), Salvation Army, Missions $4,683,972 $294 1.52%
64 GULF BLVD

12-30-14-42858-001-0100

Indian Rocks Beach · Single Family Home $4,586,054 $1150 1.54%
1516 GULF BLVD

01-30-14-42030-027-0030

Indian Rocks Beach · Single Family Home $4,574,620 $1381 1.55%
1 4TH AVE

12-30-14-42858-006-0010

Indian Rocks Beach · Vacant Residential - lot & acreage less than 5 acres $4,572,150 - 1.59%

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.