Data Scientists Role In Your Organization

HERE mapping Resources data scientist

In today’s business world, data scientists are essential people working in any organization. They help companies by managing and interpreting the data and helping to solve complex problems which come under the data niche. The foundation of a data scientist includes analytics, statistics, modeling, computer science, and math. This background gives them practical knowledge, a strong sense of business and intelligence that makes them highly valuable in an organization.

With ever-evolving software and technologies, there is a higher demand for data scientists in an organization than there was just ten years ago. In past decades traditional organizations didn’t invest their budget in such positions but now due to the big data revolution data scientists are in demand.

Core Skills Of Data Scientists

Data scientists should have expertise in software like Java, Python, or Hadoop. They need to focus on analytics, modeling, data management as well as business analysis. The credentials of such people include professional skills like collaboration, communication, leadership, discipline, and creativity.

What Knowledge Should A Data Scientist Have?

A data scientist should be knowledgeable of the spatial auto-correlation for geographic patterns, the effects of longitude and latitude location data, and the dilemma regarding merging data across the unreliable spatial boundaries problem (i.e., MAUP or Modifiable Areal Unit). There is usually a significant gap between data science work and geospatial work in an organization. For data science work, data visualization is highly essential. Maps are the commonly used format that assists in data representations.

Role Of Data Scientists In An Organization

These professionals are a real game-changer for an organization. They are highly integrated in terms of creating paradigms as well as better products. They offer insights which help in illuminating the trajectory of an organization to achieve business goals.

Data scientists may require continuing training in new programs to remain knowledgeable in the latest technologies. Certain websites are also available which help in enhancing the expertise in this field. Data science is not considered a single profession; it plays a significant role in an organization. Today, the understanding of geospatial skills and intelligence are required to effectively decipher issues encountered daily including the privacy of cell phone data by location or gerrymandering.

The data scientists at HERE Mapping Resources are highly capable of managing geo-fencing, tracking, routing, mapping as well as functional needs regarding navigation. Choose Here Mapping Resources now for enhancing the efficiency of your organization.

HERE Maps: Cartography: Art or Science?

HERE Mapping Resources cartography

Cartography is a practice that many people take for granted. Google has made maps a standard item in people’s lives. Cartography has been around for centuries. Maps were a way for people to make sense of their world and a tool to navigate through it. As maps evolved, they became a way for explorers to present newly discovered lands. Maps are also ways to present data to an audience – think population maps. Those who delve into the world of cartography often ask if it is an art or science. So what is it?

The word cartography comes from two pieces, “carta” and “graphie.” “Carta” is Latin in origin and means to a chart or card. “Graphie” is French for “to write, to draw.” So combined the word is the study of drawing maps.

Cartography is both an art and a science. While you can learn to draw maps, it takes art skills to craft a map perfectly. Research and knowledge of various geographical terms are critical. How should mountains, rock shelves, rivers, lakes be represented?

Map making is made easier by modern technology. Even though much mapping is completed on a computer nowadays, it still is an art form.

Cartography resources can be retrieved from many services. When help is needed there are plenty of services, tools, and companies explicitly dedicated to cartographic services.

Getting help is sometimes needed whether we are an artist, scientist, or both, sometimes another perspective is required on a project.

The world of cartography includes the making of a large variety of maps: navigation, topography, geographic or street. No matter what the map is used accuracy is essential. A map is a scaled-down version of the Earth, and as such, any small mistake is amplified immensely. But it isn’t just about that. Maps created by an artist aren’t only accurate; they show true craftsmanship.

If your business depends on using maps or needing demographic data for developing territories, contact HERE Mapping Resources for more information.

What is Geospatial?

HERE Mapping Resources geospatial

Geospatial refers to the geography of the earth. The earth itself is a big place. Geography relates to the earth’s surface – its character, arrangement, and the interrelation of the world’s elements (i.e., climate, soil, vegetation, etc.). But before we delve any deeper into that, let’s break down the word geospatial. It might help us understand the term a little more.

Geo is the first part of the word and refers to geography or geographic. The study of physical components of an area or planet. Everything from studying mountains to studying the layout of a town could constitute geography. That definition includes just about everything and is part of what makes narrowing it down so important.

Then, in the second part of the word, we have spatial. Spatial is defined as occupying a particular location. When we put the two pieces of a word together, we get geospatial – relating to a specific geographic place on this planet.

An emerging term is starting to gain traction, that term is geospatially smart. We all know that smart means possessing a significant amount of intelligence, but what does it mean to be geospatially smart?

Being geospatially smart means that you are aware of the geographic features of the earth and what it has to offer. You are also aware of how the rotation of the planet (i.e., time) affects the various geographic features.

In a world of internet, one might wonder why it would be so essential to be geospatially smart. There are many different reasons for which you might need to be geospatially smart. An excellent example of this would be city planning or architecture. You need to be aware of how to build something and where to place highways.

Solar panels, which are becoming commonplace, also require geospatially smart installers. You need to know where to place them and how to place them in the most effective position.

So many different aspects of our lives still revolve around the world around us from how we live, how we commute, how we power our fancy technology. No matter for what reason we need to be aware of geography and how to use it, it is a necessity in almost all industries. The best part about it? It doesn’t take much to start learning about geography.

For more information on geospatial and how to use it in your company contact HERE Mapping Resources at 888-848-4436.

Integrating GIS with Corporate Systems

HERE Mapping Resources geolocation data

Geographic Information System (GIS) often refers to plotting out data onto a geographic map. But when explicitly discussing GIS data, we are usually talking about systems that are developed for higher level purposes such as navigation systems or corporate use. That being said, some companies don’t know the importance of integrating GIS with their corporate systems.

Customer Data

Mapping out customer data is often one of the first things that companies think of when integrating GIS. You can map out the location of every customer and where your services are being used. For example, if you are a utility company, you can plot out the site of each customer meter. Having your customer’s data mapped out can help you to analyze their information and make changes, if needed.

Work Order and Work Management Mapping

Any business that has off-site work can benefit significantly from GIS. You can have maps set up to show outstanding orders or where new work needs to be done. Any service calls can be plotted out on a map. If you have the coordinating software, you can use the GIS data to group work orders in the same area so that you can be as productive as possible.

Shipping Management

Distribution of products among customers and your job sites is essential. By adding GIS, you can adequately plan out all of your shipments in much the same way you could plan out work orders. Also, you can view how your products and resources need to be distributed between your company sites.

Company Vehicle And Asset Plotting

It’s important to know the location of your assets. One of the most significant assets is vehicles. Using GIS, you can do more than see a text printout of information. You can have it all plotted out on the map so that you can visually see where every asset is placed. Visualization of all of your company’s assets can improve your planning. It can also be used to locate necessary items in the event of an emergency.

For more information on the use of geolocation data in your business contact HERE Mapping Resources at 888-848-4436.