11. Data manipulation is a serious issue / consideration in the most honest of statistical analyses.12. Orc provides uniform access to computational services, including distributed communication and data manipulation , through sites. 13. In most applications, SELECT is the most commonly used data manipulation language ( DML ) command. 14. "' pandas "'is a software library written for the Python programming language for data manipulation and analysis. 15. The environment supplies built-in record creation, query, and update modes, each with its own default data manipulations . 16. Command syntax programming has the benefits of reproducibility, simplifying repetitive tasks, and handling complex data manipulations and analyses. 17. It extends WebDAV ( HTTP-based protocol for data manipulation ) specification and uses iCalendar format for the data. 18. A wealth of tools and modules are available for equation solving, matrix operators, data manipulation , diagnostics, and results validation. 19. This approach provided the first hard data on the frequency and severity of data manipulation in biomedical research publications. 20. EPA carefully reviewed the CRU emails and found no indication of improper data manipulation or misrepresentation of results ."
