Page 105 - The World About Us
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Padang Bai
                                                                                                        1.1.1
                                                                                                        1.1.1
                                                                                                     3.2
                                                                                                    2.2.3




              The climate graphs on pages 10 and   An observed correla on on a sca er   Fig.274 Global palm oil produc on.
           11 have no gaps between the blue bars.   graph can o en be confirmed with a
           This is because there are no gaps   sta s cal opera on, such as performing
           between the months of the year. Rain   a Spearman's Rank calcula on. This will
           falling at midnight at the end of the   give a numerical value to a correla on,    Indonesia 50%
           31st January is s ll falling at midnight at   backing up any observa on made using
           the start of the 1st February.      the line of best fit.
              The mean monthly temperature is    Sca er graphs are best made with a   Malaysia 40.2%
           plo ed in the centre of each monthly   minimum of 10-12 data plots to allow a
           column. The red line is drawn to extend   clear trend to emerge. However, too           Rest of the
           from the start of the year to the end of   many data plots could make the graph   PNG 5.6%    world 4.2%
           the year, rather than mid-January to   confusing.                                  KEY
           mid-December.  Plo ng this way can be   Dispersion graphs                      = 10% of global produc on
           hard to do with many commonly used
           database computer programmes.         Dispersion graphs allow for an    Pictograms
                                               inves ga on of pa ern within the
           Scatter graphs                      distribu on of data. Each value is    Pictograms use symbols or pictures
              Sca er graphs are excellent for   plo ed on a ver cal axis. Two or more   (usually simplified 'clipart' images)
           presen ng data collected in pairs, for   groups of data can be plo ed to allow   displayed in propor on to the size of
           example, river width and distance from   for comparison.                the data set being represented
           the source. When combined with a line   The dispersion graphs give a very   (fig.274). Each symbol can represent
           of best fit (which passes through the   visual representa on of the spread of   one or more of the items in the data, as
           mean point of the data and is as close to   data from the mean. They can iden fy   long as that rela onship is made clear
           the most of data plots as possible) the   the similari es and differences in the   in the key. While propor onal symbols
           sca er graph is an excellent way of   spread of data from two or more data   are very visual, it can at  mes be
           iden fying correla ons. A rising line for   sets. Figure 273 shows life expectancy   difficult to read what exact quan ty a
           le  to right will indicate a posi ve   data for ten randomly selected ACs,   par al symbol represents.
           correla on while a falling line from le    EDCs and LIDCs. It shows that there is   Pie charts
           to right will indicate a nega ve    greater spread of life expectancies in
           correla on.                         LIDCs than ACs. In ACs life expectancies   Pie charts are circles divided up
              The closeness of the majority of   are clustered towards to upper end of   into segments to represent
           data plots to the line of best fit will   the data. In the EDCs the outlier is South   percentages of a total. The percentage
                                                                                   figure for each group is mul plied by
           indicate the strength of the correla on.   Africa, s ll coping with the AIDS
           Once again, the human brain is very   pandemic.                         3.6 to convert it into the degrees of a
                                                                                   circle. The conven on is to plot
           good at iden fying these pa erns, as   Dispersion graphs can be used to   clockwise from a ver cal line (at 12
           well as spo ng anomalies (points at   plot the median value as well as the   O'clock). The data for global
           some distance from the line of best fit).  upper and lower quar le and the inter-  greenhouse gas emissions is presented
                                               quar le range.
            Fig.272 Sca er graphs and line of best fit.                             as a pie charts on page 79.
                                                  Fig.273 Selected life expectancies.  Proportional circles
                                                 90                                  Propor onal circles are drawn in
         y axes legend    Posi ve correla on     80                                propor on to the data that they are

                                                                                   represen ng. A common way of using
                                                                                   these is with the circles as pie charts.

                                                                                   the largest circle is used to determine
                                                                                   the size of all other circles. The same
                      x axes legend             Life expectancy from birth, years  70  With propor onal circles the radius of
                                                 60
                                                                                   applies for propor onal pie charts.
                                                                                   Propor onal symbols are o en plo ed
         y axes legend                           50                                onto a map to locate the data. On page
                                                                                   47 (figure 125) the data for the
                                                                                   employment structure of Indonesia is
                                                 40
                                                                                   displayed using pie charts. These have
              Nega ve correla on
                                                  0                                been scaled propor onally to represent
                                                         LIDCs  EDCs    ACs        the total size of the workforce.
                      x axes legend
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