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What is data, information and signal ( any confusion about their difference ! )

[What is Data?]
Data are simply values or sets of values of qualitative or quantitative variables, belonging to a set of items. It may be in the form of numbers, letters, or a set of characters. It is often collected via measurements. In data computing or data processing, data is represented by in a structure, such as tabular data, data tree, a data graph, etc.

difference between data and information

[What is Information?]
Once the data is analyzed, it is considered as information. In other words, meaningful or processed data is known as information. Example- Suppose we have a collection of numbers like 23, 25, 87 etc. These can be called as data. Now if we specified these numbers with an attribute like ID of some people in a system then they call information. Because this time each number represents a user identity.

What is signal

[What is signal?]
In communication or electronic system we need to transfer information. And that is happened electrically.  In order for data or information to be transferred electronically, it must first be converted into electromagnetic signals. The signal can then be used to transfer data from one device to another device. The signal can be either analog or digital in nature. The analog signal refers to a continuous stream of data, whereas digital signal converts the data into discrete states as discus in a post before. But remember that all the part of the signal don't contain information. That is why we can say that some portion of signal convey or is data.

Hence, data and signal are two completely different things. Data is a collection of values in any form . Signal, on the other hand, is used to transfer this data from one point to another.
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