SYNCING VERIFIED SOURCES

Loading company intelligence…

Loading the latest published snapshot and its supporting evidence.

Arkansas AI data profile | Rank.ai

geography

Arkansas

Arkansas state-level public-data profile.

VERIFIED ENTITY DOSSIER

WHAT WE KNOW ABOUT ARKANSAS

A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.

Leaderboards: 3
Verified metrics: 15
Published observations: 15
Primary sources: 3
Current edges: 0
Counterparties: 0

LATEST BY METRIC

Verified fact matrix

100% mean confidence

Latest verified facts published for Arkansas
Metric	Value	As of	Evidence	Confidence
state_ai_workforceData scientist annual mean wage	$116,320.00reported	May 15, 2026	BLS Occupational Employment and Wage Statistics state release ↗Grade A	100%
state_ai_workforceData scientist annual median wage	$109,390.00reported	May 15, 2026	BLS Occupational Employment and Wage Statistics state release ↗Grade A	100%
state_ai_workforceData scientist employment	530 jobsreported	May 15, 2026	BLS Occupational Employment and Wage Statistics state release ↗Grade A	100%
state_ai_workforceData scientist jobs per 1,000 jobs	0.41 jobs_per_1000reported	May 15, 2026	BLS Occupational Employment and Wage Statistics state release ↗Grade A	100%
state_ai_workforceData scientist location quotient	0.24 ratioreported	May 15, 2026	BLS Occupational Employment and Wage Statistics state release ↗Grade A	100%
state_grid_carbon_intensityCoal generation share	26.7 percentderived	Dec 31, 2023	U.S. EPA eGRID2023 Revision 2 detailed data ↗Grade A	100%
state_grid_carbon_intensityGas generation share	41.9 percentderived	Dec 31, 2023	U.S. EPA eGRID2023 Revision 2 detailed data ↗Grade A	100%
state_grid_carbon_intensityNuclear generation share	23.7 percentderived	Dec 31, 2023	U.S. EPA eGRID2023 Revision 2 detailed data ↗Grade A	100%
state_grid_carbon_intensityRenewable generation share	7.7 percentderived	Dec 31, 2023	U.S. EPA eGRID2023 Revision 2 detailed data ↗Grade A	100%
state_grid_carbon_intensityState annual CO2e output rate	998.41 pounds_per_megawatt_hourreported	Dec 31, 2023	U.S. EPA eGRID2023 Revision 2 detailed data ↗Grade A	100%
state_grid_carbon_intensityState annual net generation	63.2M megawatt_hourreported	Dec 31, 2023	U.S. EPA eGRID2023 Revision 2 detailed data ↗Grade A	100%
state_grid_carbon_intensityState nameplate capacity	17,060.1 megawattreported	Dec 31, 2023	U.S. EPA eGRID2023 Revision 2 detailed data ↗Grade A	100%
state_power_economicsCommercial minus industrial price spread	5.21 cents_per_kilowatthourderived	May 31, 2026	U.S. EIA Electric Power Monthly table 5.6.A ↗Grade A	100%
state_power_economicsCommercial retail electricity price	11.9 cents_per_kilowatthourreported	May 31, 2026	U.S. EIA Electric Power Monthly table 5.6.A ↗Grade A	100%
state_power_economicsIndustrial retail electricity price	6.69 cents_per_kilowatthourreported	May 31, 2026	U.S. EIA Electric Power Monthly table 5.6.A ↗Grade A	100%

CROSS-BOARD DOSSIER

WHERE ARKANSAS RANKS

Every currently published position, joined to its snapshot, confidence, and methodology version.

Current Rank.ai board positions for Arkansas
Rank	Leaderboard	Score	Movement	Confidence	As of	Method	Open explanation
#6	State Power Economicsstate-power-economics	6.69	—	100%	May 31, 2026	v1.0.0	Explain →
#38	State Grid Carbon Intensitystate-grid-carbon-intensity	998.41	—	100%	Dec 31, 2023	v1.0.0	Explain →
#41	State Data Scientist Workforcestate-data-scientist-workforce	530	—	100%	May 15, 2026	v1.0.0	Explain →

Some explanation inputs are unavailable Missing: publicFrozenEvidence, comparablePriorRanking.

Published rank: #6
Score: 6.69
Overall confidence: 100%
Coverage: 38%
Sample size: 3
As of: May 31, 2026, 11:59 PM UTC

SCORE CONSTRUCTION

Component ledger

3/8 evidenced

Components contributing to Arkansas's rank
Component	Value	Weight	Contribution	Evidence	Status
commercialPrice	11.9000000000	0%	—	0	unavailableno_public_frozen_evidence
eia commercial minus industrial price cents kwh	—	0%	0	1	available
eia commercial retail price cents kwh	—	0%	0	1	available
eia industrial retail price cents kwh

AUDITABLE DATA

WHY EACH VALUE IS HERE

15 published observations for Arkansas. Open a row for the source, evidence location, extraction method, and quality state.

Metric	Value	Kind	As of	Confidence	Evidence
Commercial minus industrial price spreadeia-commercial-minus-industrial-price-cents-kwh	5.21cents_per_kilowatthour	derived	May 31, 2026	100%	View source Source U.S. EIA Electric Power Monthly table 5.6.A Grade A Document EIA Electric Power Monthly table 5.6.A, 2026-05 Published Jul 22, 2026 Retrieved Jul 27, 2026 Extraction eia_epm_xlsx · epm-table-5.6.a-xlsx-v1 Locator `{"table":"5.6.A","period":"2026-05","workbook":"table_5_06_a.xlsx","worksheet":"sheet1","stateColumn":"A","commercialColumn":"D","industrialColumn":"F"}` Open primary evidence ↗
Industrial retail electricity priceeia-industrial-retail-price-cents-kwh	6.69cents_per_kilowatthour	reported	May 31, 2026	100%	View source Source U.S. EIA Electric Power Monthly table 5.6.A Grade A Document EIA Electric Power Monthly table 5.6.A, 2026-05 Published Jul 22, 2026 Retrieved Jul 27, 2026 Extraction eia_epm_xlsx · epm-table-5.6.a-xlsx-v1 Locator `{"table":"5.6.A","period":"2026-05","workbook":"table_5_06_a.xlsx","worksheet":"sheet1","stateColumn":"A","commercialColumn":"D","industrialColumn":"F"}`

industrialPrice	6.6900000000	100%	—	0	unavailableno_public_frozen_evidence

notDataCenterSpecific	1	Unavailable	—	0	unavailableno_public_frozen_evidence

priceSpread	5.2100000000	0%	—	0	unavailableno_public_frozen_evidence

stateCode	AR	Unavailable	—	0	unavailableno_public_frozen_evidence

Commercial retail electricity priceeia-commercial-retail-price-cents-kwh	11.9cents_per_kilowatthour	reported	May 31, 2026	100%	View source Source U.S. EIA Electric Power Monthly table 5.6.A Grade A Document EIA Electric Power Monthly table 5.6.A, 2026-05 Published Jul 22, 2026 Retrieved Jul 27, 2026 Extraction eia_epm_xlsx · epm-table-5.6.a-xlsx-v1 Locator `{"table":"5.6.A","period":"2026-05","workbook":"table_5_06_a.xlsx","worksheet":"sheet1","stateColumn":"A","commercialColumn":"D","industrialColumn":"F"}` Open primary evidence ↗

Data scientist jobs per 1,000 jobsbls-data-scientist-jobs-per-1000	0.406jobs_per_1000	reported	May 15, 2026	100%	View source Source BLS Occupational Employment and Wage Statistics state release Grade A Document BLS OEWS May 2025 state estimates Published May 15, 2026 Retrieved Jul 27, 2026 Extraction bls_oews_state_xlsx · oews-state-may-annual-v1 Locator `{"workbook":"oesm25st/state_M2025_dl.xlsx","worksheet":"state_MYYYY_dl","stateColumn":"PRIM_STATE","outerArchive":"oesm25st.zip","occupationCode":"15-2051","occupationCodeColumn":"OCC_CODE"}` Open primary evidence ↗

Data scientist annual mean wagebls-data-scientist-annual-mean-wage-usd	116,320USD · usd_per_year	reported	May 15, 2026	100%	View source Source BLS Occupational Employment and Wage Statistics state release Grade A Document BLS OEWS May 2025 state estimates Published May 15, 2026 Retrieved Jul 27, 2026 Extraction bls_oews_state_xlsx · oews-state-may-annual-v1 Locator `{"workbook":"oesm25st/state_M2025_dl.xlsx","worksheet":"state_MYYYY_dl","stateColumn":"PRIM_STATE","outerArchive":"oesm25st.zip","occupationCode":"15-2051","occupationCodeColumn":"OCC_CODE"}` Open primary evidence ↗

Data scientist annual median wagebls-data-scientist-annual-median-wage-usd	109,390USD · usd_per_year	reported	May 15, 2026	100%	View source Source BLS Occupational Employment and Wage Statistics state release Grade A Document BLS OEWS May 2025 state estimates Published May 15, 2026 Retrieved Jul 27, 2026 Extraction bls_oews_state_xlsx · oews-state-may-annual-v1 Locator `{"workbook":"oesm25st/state_M2025_dl.xlsx","worksheet":"state_MYYYY_dl","stateColumn":"PRIM_STATE","outerArchive":"oesm25st.zip","occupationCode":"15-2051","occupationCodeColumn":"OCC_CODE"}` Open primary evidence ↗

Data scientist location quotientbls-data-scientist-location-quotient	0.24ratio	reported	May 15, 2026	100%	View source Source BLS Occupational Employment and Wage Statistics state release Grade A Document BLS OEWS May 2025 state estimates Published May 15, 2026 Retrieved Jul 27, 2026 Extraction bls_oews_state_xlsx · oews-state-may-annual-v1 Locator `{"workbook":"oesm25st/state_M2025_dl.xlsx","worksheet":"state_MYYYY_dl","stateColumn":"PRIM_STATE","outerArchive":"oesm25st.zip","occupationCode":"15-2051","occupationCodeColumn":"OCC_CODE"}` Open primary evidence ↗

Data scientist employmentbls-data-scientist-state-employment	530jobs	reported	May 15, 2026	100%	View source Source BLS Occupational Employment and Wage Statistics state release Grade A Document BLS OEWS May 2025 state estimates Published May 15, 2026 Retrieved Jul 27, 2026 Extraction bls_oews_state_xlsx · oews-state-may-annual-v1 Locator `{"workbook":"oesm25st/state_M2025_dl.xlsx","worksheet":"state_MYYYY_dl","stateColumn":"PRIM_STATE","outerArchive":"oesm25st.zip","occupationCode":"15-2051","occupationCodeColumn":"OCC_CODE"}` Open primary evidence ↗

Renewable generation shareegrid-state-renewable-generation-share-percent	7.7percent	derived	Dec 31, 2023	100%	View source Source U.S. EPA eGRID2023 Revision 2 detailed data Grade A Document eGRID2023 Revision 2 detailed data Published Jun 16, 2025 Retrieved Jul 27, 2026 Extraction epa_egrid_xlsx · egrid2023-revision-2-state-v1 Locator `{"fieldRow":2,"labelRow":1,"workbook":"egrid2023_data_rev2.xlsx","worksheet":"ST23","yearField":"YEAR","stateField":"PSTATABB","metricFields":["STC2ERTA","STNAMEPCAP","STNGENAN","STCLPR","STGSPR","STNCPR","STTRPR"]}` Open primary evidence ↗

Gas generation shareegrid-state-gas-generation-share-percent	41.9percent	derived	Dec 31, 2023	100%	View source Source U.S. EPA eGRID2023 Revision 2 detailed data Grade A Document eGRID2023 Revision 2 detailed data Published Jun 16, 2025 Retrieved Jul 27, 2026 Extraction epa_egrid_xlsx · egrid2023-revision-2-state-v1 Locator `{"fieldRow":2,"labelRow":1,"workbook":"egrid2023_data_rev2.xlsx","worksheet":"ST23","yearField":"YEAR","stateField":"PSTATABB","metricFields":["STC2ERTA","STNAMEPCAP","STNGENAN","STCLPR","STGSPR","STNCPR","STTRPR"]}` Open primary evidence ↗

State annual CO2e output rateegrid-state-co2e-output-rate-lb-mwh	998.414pounds_per_megawatt_hour	reported	Dec 31, 2023	100%	View source Source U.S. EPA eGRID2023 Revision 2 detailed data Grade A Document eGRID2023 Revision 2 detailed data Published Jun 16, 2025 Retrieved Jul 27, 2026 Extraction epa_egrid_xlsx · egrid2023-revision-2-state-v1 Locator `{"fieldRow":2,"labelRow":1,"workbook":"egrid2023_data_rev2.xlsx","worksheet":"ST23","yearField":"YEAR","stateField":"PSTATABB","metricFields":["STC2ERTA","STNAMEPCAP","STNGENAN","STCLPR","STGSPR","STNCPR","STTRPR"]}` Open primary evidence ↗

State nameplate capacityegrid-state-nameplate-capacity-mw	17,060.1megawatt	reported	Dec 31, 2023	100%	View source Source U.S. EPA eGRID2023 Revision 2 detailed data Grade A Document eGRID2023 Revision 2 detailed data Published Jun 16, 2025 Retrieved Jul 27, 2026 Extraction epa_egrid_xlsx · egrid2023-revision-2-state-v1 Locator `{"fieldRow":2,"labelRow":1,"workbook":"egrid2023_data_rev2.xlsx","worksheet":"ST23","yearField":"YEAR","stateField":"PSTATABB","metricFields":["STC2ERTA","STNAMEPCAP","STNGENAN","STCLPR","STGSPR","STNCPR","STTRPR"]}` Open primary evidence ↗

Coal generation shareegrid-state-coal-generation-share-percent	26.7percent	derived	Dec 31, 2023	100%	View source Source U.S. EPA eGRID2023 Revision 2 detailed data Grade A Document eGRID2023 Revision 2 detailed data Published Jun 16, 2025 Retrieved Jul 27, 2026 Extraction epa_egrid_xlsx · egrid2023-revision-2-state-v1 Locator `{"fieldRow":2,"labelRow":1,"workbook":"egrid2023_data_rev2.xlsx","worksheet":"ST23","yearField":"YEAR","stateField":"PSTATABB","metricFields":["STC2ERTA","STNAMEPCAP","STNGENAN","STCLPR","STGSPR","STNCPR","STTRPR"]}` Open primary evidence ↗

Nuclear generation shareegrid-state-nuclear-generation-share-percent	23.7percent	derived	Dec 31, 2023	100%	View source Source U.S. EPA eGRID2023 Revision 2 detailed data Grade A Document eGRID2023 Revision 2 detailed data Published Jun 16, 2025 Retrieved Jul 27, 2026 Extraction epa_egrid_xlsx · egrid2023-revision-2-state-v1 Locator `{"fieldRow":2,"labelRow":1,"workbook":"egrid2023_data_rev2.xlsx","worksheet":"ST23","yearField":"YEAR","stateField":"PSTATABB","metricFields":["STC2ERTA","STNAMEPCAP","STNGENAN","STCLPR","STGSPR","STNCPR","STTRPR"]}` Open primary evidence ↗

State annual net generationegrid-state-net-generation-mwh	63,195,646.552megawatt_hour	reported	Dec 31, 2023	100%	View source Source U.S. EPA eGRID2023 Revision 2 detailed data Grade A Document eGRID2023 Revision 2 detailed data Published Jun 16, 2025 Retrieved Jul 27, 2026 Extraction epa_egrid_xlsx · egrid2023-revision-2-state-v1 Locator `{"fieldRow":2,"labelRow":1,"workbook":"egrid2023_data_rev2.xlsx","worksheet":"ST23","yearField":"YEAR","stateField":"PSTATABB","metricFields":["STC2ERTA","STNAMEPCAP","STNGENAN","STCLPR","STGSPR","STNCPR","STTRPR"]}` Open primary evidence ↗

Loading company intelligence…

Arkansas

WHAT WE KNOW ABOUT ARKANSAS

Verified fact matrix

WHERE ARKANSAS RANKS

Arkansas

Component ledger

WHY EACH VALUE IS HERE

new since prior snapshot

Source trail