Day 1 we studied about basics of business analytics
and SPSS tool
Business Analytics (BA): It is the
combination of skills, technologies, application and process used by the
organisation to build business planning or evaluate their operations through
business based data and statistics.
Business Analytics empowers organisation to
make confident decisions, gain business insight, and make faster to improve the
competitive edge.
They were many tools used for business analytics
from that we used SPSS tool
Statistical
Package for the Social Sciences (SPSS):
SPSS is a tool used for Statistical analysis, Data Mining, Text Analytic's, Data collection, and Collaboration
When you start SPSS, you get two files:
1. Data
File
2. Output
File
Data file is the file where you first enter
data. A data file has two views: Data view and Variable view. In Data view, you
simply feed the data that has been collected. In Variable view, you describe
the data that has been fed, in a number of terms. These are:
Variable Name (Stu name, Stu age, marks, etc)
Variable Type (String, numeric, dollar, etc)
Variable width (The maximum length of data that
each instance of the variable can hold)
Decimals (upto how many decimal places)
Label (description about the variable name)
Value (eg: Relationship status, age group, etc):
A variable value may be Category or Continuous. Further a Continuous variable
may be continuous or discrete.
Missing ( not applicable, blank, etc)
Column (for a given width, how many characters
you may want to make visible)
Align (left, right, centre, etc)
Measure: It
may be one of the following:
1.
Nominal: measurement the numerical values just
"name" the attribute uniquely. No ordering of the cases is required.
Example:
jersey numbers in basketball are
measures at the nominal level
2.
Ordinal: measurement the attributes can be
rank-ordered. Here, distances between attributes do not have any meaning.
3.
Scale Data: In this type of data grouping, data
is not only ranked, but the difference can also be ascertained.
Once the data has been defined properly, we would
then want to perform certain operations on it. For any action performed on the
data in the data file, the results can be seen in the Output file. For
instance, if you want to check frequency of some variable, you go to Analyze
option in the Menu bar, then select Descriptive Statistics, then frequencies.
From the list of variables, push the desired one in the adjacent box and click
OK, to get the result & output in the output file.
Bloggers
Name (Team I)
Shruti
Bamba
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