Data Representation

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  • Created by: cjjl
  • Created on: 08-05-17 14:50

Histograms

  • The bar represents the area 
  • x axis shows classes/ class width
  • y axis shows frequency density 
  • F = FD x CW
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Cumulative Frequency

  • adding up the frequency as you go along - create a running total
  • y axis shows cumulative frequency
  • x axis shows data values/groups
  • if using grouped data always plot the highest value in the group
  • join the points with a curved line
  • to find the median, lower or upper quartiles go half, quarter or 3/4 the way up the side respectivley and when you meet the curve go down to the x axis to find the value you are looking for
  • to estimate the number of values greater or less than something go along the x axis then up and across to the cumulative frequency using same method as above
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Box Plots

  • show the spread of a set of data
  • first line shows the lowest value
  • second line shows lower quartile
  • third line shows the median
  • fourth line shows upper quartile
  • fifth line shows the highest value
  • middle 3 lines joined to make a box
  • both extreme values joined with one line
  • can be interpreted by saying which set of data has highest/lowest averages
  • comparing spreads - a larger spread means the data is less consistent and there is more variation
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Stem and Leaf

  • data is ordered by size
  • the number of tens is written in front of the line and the number of units behind it
  • must include a key
  • easy to find the median and quartiles 
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Choosing methods

  • Mean and Standard deviation 
    • uses all data BUT affected by extreme values
  • Median and Interquartile range
    • doesnt use all data BUT not affected by extreme values
  • Mode and Range
    • easy to find BUT there may not be a mode and range is only extreme values
  • Pictograms - used for qualitative data, time consuming, visually attractive
  • Pie Charts - used for qualitative and quantitative data, shows proportion of total but not frequency
  • Histograms
    • visualises continuous and grouped discrete data, area represents frequency- use FD
  • Cumulative frequency 
    • continuous and grouped discrete data, easily fine median and quartiles
  • Box Plots
    • quantitative data, clearly shows min, max, quartiles and median but not frequency
  • Stem and Leaf
    • visualises quantative data, organises raw data
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Standard Deviation

  • widley used statistical analysis like the rang or interquartile range 
  • higher the value the more the data is spread out 
  • compares every value to the mean
  • takes an average and works out how far away it is from the mean
  • on a calculator - 
    • Mode
    • STAT
    • 1-VAR
    • Input data
    • AC
    • SHIFT 1
    • VAR
    • sx
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