AndreaBozzo/ceres-open-data-index huggingface dataset:
Water Flow Valve

This dataset identifies check and backflow preventor valves located throughout the City of Medicine Hat. The data includes characteristics of the water valves that support asset identification, lifecycle management, and ownership information. Physical properties — including diameter of the water main the valve is located on is also present. The layer stores geometric information enabling accurate spatial analysis and reporting. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Water Hydrant Lead

This dataset identifies the fire hydrant leads, which connect the fire hydrants to the water mains, located throughout the City of Medicine Hat and characteristics of the hydrant leads and includes attributes that support asset identification, classification, and lifecycle management. Each feature contains fields for asset grouping and type, unique identifier such as Asset ID, and ownership information to clarify responsibility. Physical properties — including diameter, material, and water type — describe the construction and function of each pipe segment, while lifecycle status indicates whether an asset is active or abandoned. The layer also stores geometric information like Length, enabling accurate spatial analysis and reporting. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Water Pressure Valve

This dataset identifies pressure reducing, pressure sustaining, air release and combination air valves located throughout the City of Medicine Hat. The data includes characteristics of the water valves that support asset identification, lifecycle management, and ownership information. Physical properties — including diameter of the valve is also present. The layer stores geometric information enabling accurate spatial analysis and reporting. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Sanitary Air Release Valves

This dataset identifies the sanitary sewer air release valves located throughout the City of Medicine Hat and characteristics including attributes that support asset identification, size, and lifecycle management. Each feature contains fields for asset grouping and type, unique identifier such as Asset ID, and ownership information to clarify responsibility. Physical properties — including diameter of the sanitary main the valve is located on, while lifecycle status indicates whether an asset is active or abandoned. The layer stores geometric information enabling accurate spatial analysis and reporting. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Sanitary Control Valves

This dataset identifies the sanitary control system valves located throughout the City of Medicine Hat and characteristics of sanitary valves include attributes that support asset identification, size, and lifecycle management. Each feature contains fields for asset grouping and type, unique identifier such as Asset ID, and ownership information to clarify responsibility. Physical properties — including diameter of the valve, while lifecycle status indicates whether an asset is active or abandoned. The layer stores geometric information enabling accurate spatial analysis and reporting. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Sanitary Main

This dataset identifies the sanitary sewer mains located throughout the City of Medicine Hat and characteristics of sanitary sewer mains and includes attributes that support asset identification, classification, and lifecycle management. Each feature contains fields for asset grouping and type, unique identifier such as Asset ID, and ownership information to clarify responsibility. Physical properties — including diameter and material — describe the construction of each pipe segment, while lifecycle status indicates whether an asset is active or abandoned. The layer also stores geometric information like Length, enabling accurate spatial analysis and reporting. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Water System Valve

This dataset identifies gate, butterfly and alpha cap valves located throughout the City of Medicine Hat. The data includes characteristics of the water valves that support asset identification, year of installation, lifecycle management, and ownership information. Physical properties — including diameter of the valve is also present. The layer stores geometric information enabling accurate spatial analysis and reporting. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Water Main

This dataset identifies the watermains located throughout the City of Medicine Hat and characteristics of water distribution mains and includes attributes that support asset identification, classification, and lifecycle management. Each feature contains fields for asset grouping and type, unique identifier such as Asset ID, and ownership information to clarify responsibility. Physical properties — including diameter, material, and water type — describe the construction and function of each pipe segment, while lifecycle status indicates whether an asset is active or abandoned. The layer also stores geometric information like Length, enabling accurate spatial analysis and reporting. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Park Baseball Dugout

This dataset identifies baseball dugouts managed by the City of Medicine Hat’s Parks and Recreation Department. It includes attributes describing each dugout’s unique identifier, cover type, material, condition rating, seating details, and construction style. The layer provides an overview of dugout infrastructure and its maintenance status across the city’s parks and sports fields. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Park Activity

This dataset identifies the wide range of outdoor and indoor recreation amenities managed by the Parks and Recreation Department. Each record represents a specific activity space — such as sports fields, courts, rinks, disc golf baskets, spray parks, fitness areas, and other programmed recreation sites — along with its condition and basic construction details.
Features include the activity type (e.g., soccer, baseball/softball, tennis, disc golf, skating, volleyball, boating, spray parks, dog parks, and more), surface or base material, and any associated structures like fencing, boards, or nets. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Park Benches

This dataset identifies benches managed by the City of Medicine Hat’s Parks and Recreation Department. It includes attributes describing each bench’s unique identifier, material, colour, condition rating, memorial status, and wheelchair accessibility. The layer provides an overview of bench locations and their condition across the city’s parks and open spaces. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Park Bike Racks

This dataset identifies bike racks managed by the City of Medicine Hat’s Parks and Recreation Department. It includes attributes describing each rack’s unique identifier, material, condition rating, and whether a fix‑it station is present. The layer provides an overview of bicycle parking infrastructure across the city’s parks, recreation sites, and public spaces. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Park Campground

This dataset identifies campsites and related amenities managed by the City of Medicine Hat’s Parks and Recreation Department. It includes attributes describing each campsite’s unique identifier, service level, electrical and utility hookups, water availability, and fire pit presence. The layer provides an overview of campground infrastructure and available services across the city. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Park Fire Pits

This dataset identifies fire pits managed by the City of Medicine Hat’s Parks and Recreation Department. It includes attributes describing each fire pit’s unique identifier, condition rating, type, material, and wheelchair accessibility. The layer provides an overview of fire pit locations and their maintenance status across the city. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Park Lighting

This dataset identifies lighting fixtures managed by the City of Medicine Hat’s Parks and Recreation Department. It includes attributes describing each fixture’s unique identifier, material, fixture type, wattage, and condition ratings for the pole, base, and fixture components. The layer provides an overview of lighting infrastructure and its maintenance status across the city’s parks and open spaces. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Park Picnic Tables

This dataset identifies picnic tables managed by the City of Medicine Hat’s Parks and Recreation Department. It includes attributes describing each table’s unique identifier, material, condition rating, wheelchair accessibility, and memorial status. The layer provides an overview of picnic table amenities across the city’s parks, recreation sites, and open spaces. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
City Park

This dataset identifies parks, boulevards, medians, natural areas, and other maintained open spaces managed by the City of Medicine Hat’s Parks and Recreation Department. It includes attributes such as park names, area measurements, maintenance service classes, and associated documentation links. The layer provides an overview of the city’s managed green spaces and their maintenance classifications. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Park Playground

This dataset identifies playgrounds managed by the City of Medicine Hat’s Parks and Recreation Department. It includes attributes describing each playground’s unique identifier, condition rating, age demographics, accessibility features, available amenities, and manufacturer information. The layer provides an overview of playground locations and their associated facilities across the city’s parks and open spaces. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.
Park Scenic View

This dataset identifies scenic viewpoints managed by the City of Medicine Hat’s Parks and Recreation Department. It includes attributes describing each viewpoint’s unique identifier, descriptive name, and condition rating. The layer provides an overview of designated scenic lookouts across the city’s parks, natural areas, and open spaces. Data is updated on an as‑needed basis from a variety of sources, including as‑built documentation and field verification. Accuracy may vary depending on the source and update timing.