data analysis Flashcards
what is the degrees of freedom calculation
df=(r-1)x(c-1)
r- rows
c- columns
what is qualitative data
non numerical data expressed in words
advantages and disadvantages of qualitative data
+ rich in detail
- difficult to analyse
what is quantitative data
numerical data
advantages and disadvantages of quantitative data
+ easier to analyse and identify patterns
- less detail
what is primary data
first hand data collected for the purpose of the investigation
what is secondary data
collected by someone other than the person conducting the research
advantages and disadvantages of primary data
+ directly relevant data= more valid
- requires more time and effort
- ethical consideration needing to be taken into account
advantages and disadvantages of secondary data
+ minimal effort and inexpensive and less time consuming
- unknown quality or relevance= less valid
what is nominal data
qualitative values usually tallied, frequency not able to rank
eg gender weather ethnicity marital status
what is ordinal data
scaled or ranked data
eg a score from 1-5
what is interval/ratio data
ranked data with equal measurement intervals
eg temperature time bank balance
what does measure of central tendency mean
a statistic that summarizes a set of data with a single value that represents the middle or center of the distribution
what does a measure of dispersion mean
the spread of data around a central value
examples of central tendency measures
mean, mode, median
examples of dispersion measures
range, standard deviation
what is standard deviation
a statistical measure that shows how spread out a set of scores are around the mean
advantages and disadvantages of using a mean
+ shows the average
+ more representative
- extreme values can cause a difference