The graph below shows different lipoproteins with their associated cardiovascular disease rate. Note that the bars represent the standard deviations of the data sets.
The study involved 300 men aged between 40 and 80. Their LDL and HDL levels were measured over a period of 30 weeks and mapped against developing CVD events such as atheromas and thrombosis

1. Describe the data
The graph shows that the cardiovascular event rate percentage is higher with LDLs compared to HDLs
The cardiovascular event rate with LDLs is around 28 % while the event rate percentage for HDLs is around 18 %
2. Draw a conclusion
There is no significant difference in percentage of CVD events with LDL and HDL as there is an overlap of the standard deviation bars
3. Comment on the validity of the data
A sample of 300 men is very small in relation to an entire population, so needs to be larger in order to be representative
Only men between 40 and 80 were sampled, so the data is not representative of the entire population
Other factors relating to CVD are not measured or commented on, e.g. smoking, diet, exercise; such factors would need to be controlled between the two groups or measured so that their effect can be eliminated from the data
When dealing with data there are a few important things to remember
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