incidents: Merged dataset of all incidents.
In julianbarg/oildata: Access data on the American oil pipeline system and oil spills
Description
Merged dataset of all incidents.
Usage
1
Format
A data frame with 53940 rows and 60 variables:
- DATAFILE_AS_OF
- significant
Identify if record meets the significant criteria or not: If there was fatality, injury, fire, explosion, total property damage $50K or more in 1984 dollars, non-HVL loss >= 50bbls, HVL loss >= 5bbls, then SIGNIFICANT=’YES’, else SIGNIFICANT=’NO’. See also: https://www.phmsa.dot.gov/sites/phmsa.dot.gov/files/docs/pdmpublic_incident_page_allrpt.pdf.
- serious
Identify if record meets the SERIOUS criteria or not: If there was fatality or injury then SERIOUS = ‘YES’ else SERIOUS = ’NO’.
- incident_ID
Unique incident ID. Also called report ID or report number.
- ID
Unique operator ID.
- name
Name of the pipelines operator at the time of the incident (year).
- state
State of incidents (for offshore, the state of nearby coast).
- on_offshore
Whether the oil spill occured onshore or offshore.
- system
Part of system involved in accident.
- item
Item involved in accident.
- installation_year
Year item installed that involved in accident.
- MAP_CAUSE
Cause, coded by PHMSA.
- cause
Cause of the incident.
- subcause
Subcause of the incident, coded by PHMSA.
- fatalities
Total number of Fatalities.
- injuries
Total number of Injuries.
- cost
Total costs (in US$).
- cost_1984
Converted Property Damage to Year 1984 dollars.
- TOTAL_COST_CURRENT
- commodity
- volume
Volume of the spill (barrels).
- recovered
Estimated volume of commodity recovered (barrels).
- fire
Did a fire occur?
- explosion
Did an explosion occur?
- narrative
- net_loss
Volume of substance unintentionally released (in barrels) minus volume recovered.
- year
Year accident occurred, derived from accident date.
- date
Date of the spill.
- lat
Accident location latitude.
- long
Accident location longitude.
- water_contamination
Water Contamination.
- manufacture_year
Year that the failed item was manufactured (for 2010 onward: pipe or valve only).
- surface_water_remediation
Anticipated remediation - Surface water.
- groundwater_remediation
Anticipated remediation - Ground water.
- soil_remediation
Anticipated remediation - Soil.
- vegetation_remediation
Anticipated remediation - Vegetation.
- wildlife_remediation
Anticipated remediation - Wildlife.
- topic_1
Gammas (topic weights) for topic 1 in the narrative which describes the management of incident reports.
- topic_2
Gammas (topic weights) for topic 2 which describes the management of spills.
- topic_3
Gammas (topic weights) for topic 3 which contains terms related to contractors and excavation.
- topic_4
Gammas (topic weights) for topic 4 which is related to storms, water and related damages.
- topic_5
Gammas (topic weights) for topic 5 which is related to the remote operation of pipelines from control centers.
- topic_6
Gammas (topic weights) for topic 6 which is related to service and repair of pipelines.
- topic_7
Gammas (topic weights) for topic 7 which is related to pumps and their components.
- topic_8
Gammas (topic weights) for topic 8 which describes procedures.
- topic_9
Gammas (topic weights) for topic 9 which contains terms relating to the different commodities being transported.
- topic_10
Gammas (topic weights) for topic 10 which contains terms related to the remote monitoring of pipelines.
- topic_11
Gammas (topic weights) for topic 11 which contains terms such as flow, pressure, and relief.
- topic_12
Gammas (topic weights) for topic 12 which describes corrosion-related damages.
- topic_13
Gammas (topic weights) for topic 13 which includes gaskets and related terms.
- topic_14
Gammas (topic weights) for topic 14 which is related to the reporting of spills.
- topic_15
Gammas (topic weights) for topic 15 which describes the personnels onsite response.
- topic_16
Gammas (topic weights) for topic 16 which includes terms related to valves.
- topic_17
Gammas (topic weights) for topic 17 which contains terms related to a leak and cleanup.
- topic_18
Gammas (topic weights) for topic 18 which describes the contamination of the environment that resulted from a spill.
- topic_19
Gammas (topic weights) for topic 19 which is related to the release of oil.
- topic_20
Gammas (topic weights) for topic 20 which contains words related to a release of crude oil.
- topic_21
Gammas (topic weights) for topic 21 which is related to fire and emergencies.
- topic_22
Gammas (topic weights) for topic 22 which is related to storage tanks.
- topic_23
Gammas (topic weights) for topic 23 which describes cracks and other kinds of failure.
julianbarg/oildata documentation built on Nov. 27, 2020, 4 p.m.
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Description
Merged dataset of all incidents.
Usage
1 |
Format
A data frame with 53940 rows and 60 variables:
- DATAFILE_AS_OF
- significant
Identify if record meets the significant criteria or not: If there was fatality, injury, fire, explosion, total property damage $50K or more in 1984 dollars, non-HVL loss >= 50bbls, HVL loss >= 5bbls, then SIGNIFICANT=’YES’, else SIGNIFICANT=’NO’. See also: https://www.phmsa.dot.gov/sites/phmsa.dot.gov/files/docs/pdmpublic_incident_page_allrpt.pdf.
- serious
Identify if record meets the SERIOUS criteria or not: If there was fatality or injury then SERIOUS = ‘YES’ else SERIOUS = ’NO’.
- incident_ID
Unique incident ID. Also called report ID or report number.
- ID
Unique operator ID.
- name
Name of the pipelines operator at the time of the incident (year).
- state
State of incidents (for offshore, the state of nearby coast).
- on_offshore
Whether the oil spill occured onshore or offshore.
- system
Part of system involved in accident.
- item
Item involved in accident.
- installation_year
Year item installed that involved in accident.
- MAP_CAUSE
Cause, coded by PHMSA.
- cause
Cause of the incident.
- subcause
Subcause of the incident, coded by PHMSA.
- fatalities
Total number of Fatalities.
- injuries
Total number of Injuries.
- cost
Total costs (in US$).
- cost_1984
Converted Property Damage to Year 1984 dollars.
- TOTAL_COST_CURRENT
- commodity
- volume
Volume of the spill (barrels).
- recovered
Estimated volume of commodity recovered (barrels).
- fire
Did a fire occur?
- explosion
Did an explosion occur?
- narrative
- net_loss
Volume of substance unintentionally released (in barrels) minus volume recovered.
- year
Year accident occurred, derived from accident date.
- date
Date of the spill.
- lat
Accident location latitude.
- long
Accident location longitude.
- water_contamination
Water Contamination.
- manufacture_year
Year that the failed item was manufactured (for 2010 onward: pipe or valve only).
- surface_water_remediation
Anticipated remediation - Surface water.
- groundwater_remediation
Anticipated remediation - Ground water.
- soil_remediation
Anticipated remediation - Soil.
- vegetation_remediation
Anticipated remediation - Vegetation.
- wildlife_remediation
Anticipated remediation - Wildlife.
- topic_1
Gammas (topic weights) for topic 1 in the narrative which describes the management of incident reports.
- topic_2
Gammas (topic weights) for topic 2 which describes the management of spills.
- topic_3
Gammas (topic weights) for topic 3 which contains terms related to contractors and excavation.
- topic_4
Gammas (topic weights) for topic 4 which is related to storms, water and related damages.
- topic_5
Gammas (topic weights) for topic 5 which is related to the remote operation of pipelines from control centers.
- topic_6
Gammas (topic weights) for topic 6 which is related to service and repair of pipelines.
- topic_7
Gammas (topic weights) for topic 7 which is related to pumps and their components.
- topic_8
Gammas (topic weights) for topic 8 which describes procedures.
- topic_9
Gammas (topic weights) for topic 9 which contains terms relating to the different commodities being transported.
- topic_10
Gammas (topic weights) for topic 10 which contains terms related to the remote monitoring of pipelines.
- topic_11
Gammas (topic weights) for topic 11 which contains terms such as flow, pressure, and relief.
- topic_12
Gammas (topic weights) for topic 12 which describes corrosion-related damages.
- topic_13
Gammas (topic weights) for topic 13 which includes gaskets and related terms.
- topic_14
Gammas (topic weights) for topic 14 which is related to the reporting of spills.
- topic_15
Gammas (topic weights) for topic 15 which describes the personnels onsite response.
- topic_16
Gammas (topic weights) for topic 16 which includes terms related to valves.
- topic_17
Gammas (topic weights) for topic 17 which contains terms related to a leak and cleanup.
- topic_18
Gammas (topic weights) for topic 18 which describes the contamination of the environment that resulted from a spill.
- topic_19
Gammas (topic weights) for topic 19 which is related to the release of oil.
- topic_20
Gammas (topic weights) for topic 20 which contains words related to a release of crude oil.
- topic_21
Gammas (topic weights) for topic 21 which is related to fire and emergencies.
- topic_22
Gammas (topic weights) for topic 22 which is related to storage tanks.
- topic_23
Gammas (topic weights) for topic 23 which describes cracks and other kinds of failure.
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