Write a short paragraph (< 100 words) on the importance of programming in data analytics. Also, write the advantage of open source language like R over other licensed programming software. Compose a well-developed post (< 100 words) that is comprehensive in answering questions posed on the discussion board
Programming is of utmost importance in data analytics as it allows analysts to manipulate and analyze large amounts of data efficiently. By writing code, data analysts can automate repetitive tasks, build complex algorithms, and create visualizations. Additionally, programming knowledge enables analysts to work with different programming languages and tools, giving them the flexibility to adapt to various data sources and analysis techniques.
Open source languages such as R have distinct advantages over licensed programming software. Firstly, R is free to use, making it accessible to a wider user base and reducing the barriers to entry in data analytics. Secondly, R has a large and active community of developers, resulting in a rich ecosystem of libraries and packages that can be leveraged for various data analysis tasks. This extensive community support ensures access to cutting-edge techniques and continuous improvements. Furthermore, the open-source nature of R allows users to modify and contribute to the language, enabling customization and innovation to suit specific analytical needs.