Research Methods : Graphs And Distributions Flashcards
Rules when drawing a graph
Draw in pencil Ensure a title is present Axes should be labelled Provide a unit of measure Ensure graph is plotted correctly - scale that does not leave graph paper left over
Describe bar charts
Used for data that comes from categories
Categories- x axis frequency - y axis
Always space between categories because data is discrete
Describe a histogram
For data that is related - tells us how they differ from bar charts
Bars of unequal length
Frequency density - y axis
Continuous data - x axis
No gap between categories - related to each other
How do you draw a histogram ?
1) calculate the widths of the groups by subtracting two values
Eg if 20
Describe a line graph
Uses continuous data
Frequency plotted on the y axis
Continuous data is plotted on the x axis
Allow more than one set of continuous data to be shown at one time
Describe a scattergram
These show associations or relationships between co variables
For each individual two scores are obtained but only one dot is plotted
Scatter of dots indicate the degree of correlation between two variables
How many degrees in a circle
360
What does a pie chart represent
Percentage of different categories of that ‘thing’
How do you draw a pie chart from a data
1) divide each frequency by the total frequency
2) then multiply by 360
3) this is the angle that needs to be plotted using protractor
Describe a results table
A summary of data
Include discriptive statistics
Do not show raw data collected from research
Describe a normal distribution
Shown as a bell curve
Most scores fall round the mean
Curves are symmetrical
Mean mode median should all fall at the same point
The curves of the tail of a normal distribution….
Rarely touch the horizontal axis- but theoretically possible to have more extreme scores
What are normal distributions linked to ?
Standard deviation
What percentage of data lies within 1 standard of data
68.36%
What are percentages that lie above and below the mean
34.13% for both
What is the percentage that lies within 2 standard deviations
95.44%
What is percentage that lies both above and and below the mean
47.72%
When do skewed distributions occur
When distribution around the mean is not symmetrical
Mean is no longer in the middle
Why does skewing occurs
Extreme results
When is there a positive skew
There are more low scores in the data
Describe a positive skew
Distribution concentrated towards left of the data
Extreme high score - long tail to the right
Mode the highest point
Mean gets pulled towards the extreme score
Median sits in the middle of mode and mean
How do we decipher if it is a positive skew
If the mean or median are a higher larger number than the mode
The mean will be towards the right of the median
Describe a negative skew
More high scores in the data
Distribution concentrated towards right of the graph
Low extreme scores - long tail to left
Mode - highest
Mean pulled to extreme data
Median sits in the middle of the mean and mode
If scores are very similar to the mean and median is not in the middle off the mean and mode what kind of distribution would it be ?
A normal distribution since the scores fall around the mean and this will typically be a bell shape curve