⬇
Download full datasets
Complete lease-level CSVs behind every metric on this page.
00 · Snapshot
Overview
Headline figures for the current heatmap build.
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Total Leases
50,533
Leases in the current heatmap build
⬇ CSV
✓
Buildable Leases
45,963
91.0% of total leases
⬇ CSV
✕
Fully Excluded
4,570
9.0% of total leases
⬇ CSV
Suitability Distribution (leases & acreage)
✓
High Feasibility
3,284
6.5% of leases
⬇ CSV
✓
Moderate Feasibility
8,052
16.0% of leases
⬇ CSV
▤
Low Feasibility
20,311
40.3% of leases
⬇ CSV
✕
Not Possible
6,689
13.3% of leases
⬇ CSV
▤
Immediate Deployment
12,108
24.0% of leases
⬇ CSV
01 · KPI Group
Data Source Quality
How reliable and current the upstream source data is before it enters the pipeline. Freshness and test figures come from the latest dbt build and Elementary report.
Source Freshness (dbt)
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Data Freshness SLA Compliance
54.4%
43 of 79 sources within SLA
⬇ CSV
▤
Sources Monitored
79
54.4% of sources within freshness SLA
⬇ CSV
◷
Median Source Data Age
65.8days
54.4% of sources within freshness SLA
⬇ CSV
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Oldest Source
136.9days
0.0% of sources with freshness errors
⬇ CSV
Test & Validation (dbt + Elementary)
✓
Data Quality Pass Rate
97.6%
82 of 84 dbt tests passed
⬇ CSV
◉
Test Coverage
53.9%
55 of 102 tables with tests
⬇ CSV
▦
Column-Level Tests
139
53.9% of tables have column tests
⬇ CSV
▧
Documentation Coverage
98%
100 of 102 dbt models documented
⬇ CSV
Not Yet Available
No Data
Source Data Update Frequency
True refresh interval — needs multi-snapshot load history (age shown above as proxy)
No Data
Cost Efficiency
BigQuery + storage cost per heatmap build — needs billing data
02 · KPI Group
Output Data Quality
The completeness and integrity of the curated data the app ultimately serves. Acreage, exclusion reasons and per-field availability come from the enriched cleaned.csv lease export.
✓
Buildable Lease Yield
91%
45,963 of 50,533 leases buildable
⬇ CSV
Buildable Acre Yield & Developability
✓
% Buildable Acres
70.4%
20,908,682 of 29,702,316 gross acres buildable
⬇ CSV
▦
Net Buildable Acres
20,908,682ac
70.4% of gross lease acres
⬇ CSV
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Gross Lease Acres
29,702,316ac
86.9% of gross lease acres before exclusions
⬇ CSV
◉
% Developable (avg / lease)
84.6%
50,444 of 50,444 leases in average
⬇ CSV
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% Buildable Acres (geometric)
86.9%
25,803,804 of 29,702,316 gross acres buildable
⬇ CSV
Exclusion Impact · Lease Exclusion Rate
⚗
Lease Exclusion Rate
9%
4,570 of 50,533 leases excluded
⬇ CSV
⚗
Leases With ≥1 Exclusion
4,561
9.0% of leases
⬇ CSV
▤
>15 miles from Transmission
3,161
6.3% of leases
⬇ CSV
▤
No Solar Data
28,910
57.2% of leases
⬇ CSV
▤
Full Species Coverage
521
1.0% of leases
⬇ CSV
▤
Steep Slope
1,267
2.5% of leases
⬇ CSV
▤
Superfund Overlap
6
0.0% of leases
⬇ CSV
Coverage Completeness by Lease
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Solar Potential Coverage
42.8%
21,623 of 50,533 leases with data
⬇ CSV
◉
Slope Coverage
58%
29,310 of 50,533 leases with data
⬇ CSV
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Transmission Distance Coverage
99.3%
50,160 of 50,533 leases with data
⬇ CSV
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HV Line Distance Coverage
93.1%
47,038 of 50,533 leases with data
⬇ CSV
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Nearest Substation Coverage
97.2%
49,118 of 50,533 leases with data
⬇ CSV
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Hydric Soil Coverage Coverage
100%
50,533 of 50,533 leases with data
⬇ CSV
Field Availability · has_* Flags
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Minimal Lease Overlap Flag
96.4%
48,619 of 50,444 leases true
⬇ CSV
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Grazing Overlap Flag
55.3%
27,893 of 50,444 leases true
⬇ CSV
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Endangered Species Flag
2.9%
1,481 of 50,444 leases true
⬇ CSV
▧
Endangered Fish Flag
0.7%
372 of 50,444 leases true
⬇ CSV
Not Yet Available
No Data
Heatmap Data Refresh Latency
Time from new source data to inclusion in the app
No Data
Schema Stability
Breaking schema changes per version / month
03 · KPI Group
Co-location Mapping ToolFuture State
Forward-looking KPIs for the production application. Suitability distribution is now computed directly from the suitability_category field — leases and total acreage per category.
Not Yet Available
No Data
API / App Readiness
% of map/API requests served successfully
No Data
User Trust Signal
% of leases selected for targeted analysis by score
No Data
Application Up-time
% of hours the production tool is available
04 · KPI Group
Additional Aggregate Metrics
Aggregates present in the lease data that aren't yet formal KPIs but are useful to share — environmental overlaps and geographic spread.
Environmental & Land-Use Overlaps
🌿
Endangered Species Overlap
1,482
2.9% of leases
⬇ CSV
💧
Endangered Fish Overlap
372
0.7% of leases
⬇ CSV
💧
Hydric Soil Overlap
0
0.0% of leases
⬇ CSV
🌾
Grazing Allotment Overlap
27,897
55.2% of leases
⬇ CSV
⚡
Avg Solar Potential
2,697.7MW
42.8% of leases with solar data
⬇ CSV
⌁
Avg Transmission Distance
5.6mi
99.3% of leases with transmission data
⬇ CSV
Leases by State
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Wyoming
13,637
27.0% of leases
⬇ CSV
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New Mexico
13,396
26.5% of leases
⬇ CSV
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Texas
7,254
14.4% of leases
⬇ CSV
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Colorado
3,572
7.1% of leases
⬇ CSV
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Utah
3,271
6.5% of leases
⬇ CSV
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Montana
1,880
3.7% of leases
⬇ CSV
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North Dakota
1,683
3.3% of leases
⬇ CSV
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Arizona
1,634
3.2% of leases
⬇ CSV
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Oklahoma
997
2.0% of leases
⬇ CSV
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Nevada
550
1.1% of leases
⬇ CSV
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Kansas
448
0.9% of leases
⬇ CSV
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Arkansas
411
0.8% of leases
⬇ CSV
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California
374
0.7% of leases
⬇ CSV
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Alaska
361
0.7% of leases
⬇ CSV
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Louisiana
243
0.5% of leases
⬇ CSV
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Mississippi
165
0.3% of leases
⬇ CSV
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West Virginia
149
0.3% of leases
⬇ CSV
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South Dakota
129
0.3% of leases
⬇ CSV
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Oregon
104
0.2% of leases
⬇ CSV
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Michigan
96
0.2% of leases
⬇ CSV
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Ohio
45
0.1% of leases
⬇ CSV
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Idaho
43
0.1% of leases
⬇ CSV
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Pennsylvania
43
0.1% of leases
⬇ CSV
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Nebraska
22
0.0% of leases
⬇ CSV
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Alabama
18
0.0% of leases
⬇ CSV
◎
Illinois
7
0.0% of leases
⬇ CSV
◎
Kentucky
1
0.0% of leases
⬇ CSV
ℹ
Prototype dashboard · figures derived from metrics.csv, dbt artifacts & the Elementary report · Last generated Jul 17, 2026, 4:36 AM UTC