data format types
Posted in Data Science

Data Types and Data Formats

The data type is the concept used in programming and it is the classification through which you can make out the type of the value a variable is holding. Based on this, you can perform the logical, relational, and mathematical operations to be performed. Data types help in avoiding the error since we already get to know about the type of value before even performing any operations.

For example ‘string’ is a data type. This data type can be used for classifying texts. There is another data type called integer and that is useful in classifying numbers. There are some more data types used in programming and they are Boolean Character and float. Boolean is used for representing the two logical values true and false. Number with a decimal point can be classified using float data type and character is useful for encoding the strings numerically.

Data Types and their Usage

Data types are very useful in determining which kind of operation can be used for the variable. Through this, it becomes easy to create, use, and transform the variable for any computation. There are many types of programming languages and among them, some are strongly typed languages. Strongly typed languages always make use of the variable in ways that respect the data type mentioned for the variable. For example, an adult site like fuckbook which is geared towards daters on mobile devices will utilize a specific language. This particular adult dating site employs different types of data including images, video, text, code, etc. so the language that it is built with must respect the different types of data that the adult dating site utilizes.

When you use a variable in this way, you can easily avoid errors. An operation may request the computer to multiply an integer and afloat. This looks logical. But the same operation should never be requested for a float and string. This becomes completely illogical.

Data Formats

Data is made available in many formats. It can have any shape. Data can be text, numerical, and even multimedia. It can also be research data or some other type. But when it comes to coding, the data format is referred to like the kind of data which is used in coding. It is possible to code data in many ways. Data should be coded just because it can be read and recognized. When data is coded, it is easy to make use of it in all kinds of programs and applications.

Data Format and Information Technology

The data format is usually referred to in many ways in information technology. Sometimes it is referred to as data type and other cases as the file format. The data type can be understood as a constraint present in the type system which is positioned for interpretation of data. You can understand the file format as the format in which the data is stored and encoded through a computer file.

There is one more representation and sometimes data format is also termed as a content format. Here the media data is represented in a particular defined format. It can be either a video or audio format.

Choosing the data format

There are many things to consider when it comes to choosing the data format. You need to check the characteristics of the data and along with with that the size of the data as well. More than that, you need to look into infrastructures of the current project and usage of case scenarios.

For choosing the right data format, you may have to perform certain tests. These tests are based on and about checking the reading and writing speed of the data file. There are majorly three main types of data formats. These are also termed as GIS data formats. Each and every data format should be handled uniquely. These data formats and utilized for different purposes.

Types of data formats

There are three major types in data formats and they are

  • File-Based Data Format
  • Database Connections
  • Directory-Based Data Format

Lets’ look into these three data formats in detail.

File-Based Data Format 

This is a data format that can include multiple files or a single file. After assigning the data formats the files will get stored in arbitrary folders. In the majority of the cases, a single file is used and the best example for this is DGN. But in other cases, it can also include many files. In this case, the file name will be different for each file.

Directory-Based Data Format 

This is another data format where irrespective of a number of files, all of them are stored in a single folder and that folder is referred to as parent folder. In some cases, it can also make use of additional folders if needed. But one thing in common for the entire situation is, the directory will be the data source. Multiple files in the directory are usually represented in data layers.

Database Connections

There is a similarity between the above two types and data connections. Here for interpretation, the MapServer is used and they provide the required geographic coordinate data.

Benefits of data formats

There are many benefits of data formats and their types. Through using data formats it becomes easy for the user to carry out the operations in any number. More than that, the user can make most of it through these data formats. Let’s look into some of the benefits of using data formats.


Before introducing these data formats, calculations were really challenging. When data formats are introduced it became really easy to carry out the calculations and today you just need to punch in the values for calculations to be done. Results are received in no time.


Through making use of data formats it has become possible to keep the data in a more organized presentation. More than that data is formatted and t is easy to use. Data formats have made the data easier to understand. Hence users who are referring to these data are making most of it.


Data formats and data types have made it easy for the users to make use of the variables which are consistent in the entire program. Users can completely rely on this variable when they want to perform calculations and presentations.


Because of the introduction of data formats, data has become more accessible and readable than before. Now, the variables are used without hassle in all kinds of calculations. All kinds of jobs can be done quickly and there is no need to put much effort into maximum output.