SPSS Statistical analysis is software for managing statistical data analysis as well as calculating a wide variety of statistical values and the SPSS statistical analysis software is built around the SPSS programming language. It is used by market researchers and health researchers as well as survey companies and government data analysis. It is also used by education researchers and marketing organizations as well as others statistical analysis doing organization.

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It is manually has been described as one of the sociology’s most influential books. The SPSS software performs data management as well as data documentation and the metadata dictionary is stored in the data.

SPSS Statistical analysis includes the features that are accessible via SPSS pull-down menus or it can be programmed with a proprietary 4GL command syntax language where the SPSS command syntax programming has the benefits of reproducibility and simplifying repetitive tasks. It can also perform complex data manipulations as well as statistical analysis. In addition to that, some complex applications can only be programmed in syntax and are not accessible through the SPSS menu structure.

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SPSS Statistical analysis places constraints on internal file structure and data types as well as data processing and matching files. This will considerably simplify programming. SPSS datasets is a two-dimensional table structure where the rows typically represent cases such as individuals or households. The columns represent measurements such as age, sex etc. Only two data types are defined such as numeric, string and all data processing occur sequentially case-by-case through the file. Files can be matched one-to-one as well as one-to-many. SPSS cannot be matched many-to-many.

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SPSS Statistical analysis software can read as well as write data from ASCII text files including hierarchical files as well as other statistical analysis packages. SPSS can accomplish most basic data analysis through menus and dialog boxes without having to actually learn the SPSS statistical language. SPSS Menus, as well as SPSS dialog boxes, are useful because they give reminders for most of the options with each step of the analysis. However, some tasks cannot be accomplished from the SPSS menus. While others tasks are more quickly carried out by typing a few keywords than by working through a long series of menus as well as dialog.

SPSS has three main windows, plus a menu bar at the top which allows to see the data, see the statistical analysis report output and to see the programming commands that has been written.

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