- Data Categories
Agriculture Data 
B2B Data 
Biometric Data 
Company Data 
Conservation Data 
Demographic Data 
Economic Data 
Environmental Data 
Geospatial Data 
Healthcare Data 
Individual Data 
Industry-Specific Data 
Internet of Things (IoT) Data 
Legal and IP Data 
People and Employment Data 
Political Data 
Psychology Data 
Real Estate Data 
Retail & Commerce Data 
Social Data 
Space Exploration Data 
Sports & Entertainment Data 
Web Data
- Data Categories
- Agriculture Data
- B2B Data
- Biometric Data
- Company Data
- Conservation Data
- Demographic Data
- Economic Data
- Environmental Data
- Geospatial Data
- Healthcare Data
- Individual Data
- Industry-Specific Data
- Internet of Things (IoT) Data
- Legal and IP Data
- People and Employment Data
- Political Data
- Psychology Data
- Real Estate Data
- Retail & Commerce Data
- Social Data
- Space Exploration Data
- Sports & Entertainment Data
- Web Data
What Is Map Data?
Maps are data in themselves. However, map data also includes related data that the maps showcase. For instance, real-time traffic, current and historical political boundaries, active weather patterns, crime statistics, infrastructure and points of interest.
Where Does Map Data Come From?
This data generally starts with public records or satellite images. Afterward, users add relevant data. For example, fleet tracking software records GPS and location data on vehicles and combines it with road maps. Or meteorological data is recorded and county boundaries overlaid onto it.
What Types of Columns/Attributes Should I Expect When Working with This Data?
Naturally, this data ends up as a map of some kind—topographical, isochrone, cluster, etc. However, unless built or collected as an image, the map started as simple data points in columns and then were integrated into maps.
What Is This Data Used For?
The uses of this data are enormous. Governments use it to address crime in certain areas or update aging infrastructure. Businesses use it to locate new store locations. Individuals use it to prepare for adverse weather or quickly get through traffic. In short, this data can help resolve almost any human concern.
How Should I Test the Quality of Map Data?
With the massive amount of freely available data, testing the accuracy of most maps is not difficult. For maps that update in real time, however, you should check that your map connects to a live updating (clean) feed.
You may also use government geological standards and guidelines to ensure the quality of your data. See, for example, the FGDC (Federal Geographic Data Committee) standards.
Interesting Case Studies and Blogs to Look Into
WRI: Maps & Data
Datawrapper Blog: Chartable
Tangible Examples of Impact
Karachi Futures is a research initiative and tech company aiming to understand the social and economic problems of Karachi in a deeper quantitative and qualitative sense. The platform currently focuses on factors that influence environment, such as green cover and spaces, land surface temperature, urban heat island (UHI) effect, and urban build, but will bring upon more metrics to analyse Karachi.
PT Profit: Karachi Futures quests to map port city through data
GeoDir Maps Integration Question
Relevant datasets
KHIPU Networks Cyber Security Services
KHIPU Networks Cyber Security consists of twenty-five security products maintained by experts in technology all over the world. These services can be divided into two main areas: Next-generation networking and advanced cyber security.
OpenWeather Data
OpenWeather Data provides weather, satellite, and map data via APIs and services—including a free mobile app and agriculture-specific API
Novetta Data Analytics
Novetta Data Analytics analyzes geospatial, biometric, identification, & other data to support law enforcement, maritime, & other uses
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