#Data processing software

This can be in the form of data entry through a keyboard, scanner, or any other input source. In this step, the raw data is converted into machine-readable form and fed into the processing unit. This ensures that only the highest quality data is fed into the processing unit. Raw data is checked for errors, duplication, miscalculations, or missing data and transformed into a suitable form for further analysis and processing. Raw data can include monetary figures, website cookies, profit/loss statements of a company, user behavior, etc.ĭata preparation or data cleaning is the process of sorting and filtering the raw data to remove unnecessary and inaccurate data. Hence, raw data should be gathered from defined and accurate sources so that the subsequent findings are valid and usable. The raw data collected has a huge impact on the output produced. The collection of raw data is the first step of the data processing cycle. The data processing consists of the following six stages. Capacity and inbuilt technology of respective computer systems.The complexity of data processing operations.The volume of data that needs to be processed.The processing of data largely depends on the following things, such as: Therefore, it is better to process data before analysis. Raw data processing is a more complicated task. The processing of data is a key step of the data mining process. The most commonly used tools for data processing are Storm, Hadoop, HPCC, Statwing, Qubole, and CouchDB. By converting the data into a readable format like graphs, charts, and documents, employees throughout the organization can understand and use the data. The data is acquired from Excel files, databases, text file data, and unorganized data such as audio clips, images, GPRS, and video clips.ĭata processing is crucial for organizations to create better business strategies and increase their competitive edge.

#Data processing software

It depends on the software used as well as data processing methods.Īfter that, the data collected is processed and then translated into a desirable form as per requirements, useful for performing tasks. Thus, data can be converted into different forms. Nowadays, most data is processed automatically with the help of the computer, which is faster and gives accurate results. The data processing is carried out automatically or manually. It is usually performed in a step-by-step process by a team of data scientists and data engineers in an organization. The raw data is collected, filtered, sorted, processed, analyzed, stored, and then presented in a readable format. Next → ← prev Data Processing in Data Miningĭata processing is collecting raw data and translating it into usable information.