Representation of Data
Data represents properties of phenomena and is collected from various sources.
Geographers, economists, resource scientists, and decision-makers use data in their work.
Data can be presented in tabular or graphic/diagrammatic form for easy understanding.
Representation of data through visual methods like graphs, diagrams, maps, and charts helps identify patterns and makes comparisons easier.
Graphic representation of data enhances understanding and creates a lasting impression on the mind.
======
General Rules for Drawing Graphs, Diagrams and Maps
Graphs, diagrams, and maps are essential tools for visually representing data and information.
To draw a graph, first create a table of data, with the independent variable on the x-axis and the dependent variable on the y-axis.
Diagrams can be flowcharts, pie charts, bar graphs, etc., representing various types of data and information.
Maps can be physical or political, representing geographical or demographic features.
Always label the axes, provide a title, and use a scale for graphs. Similarly, label all parts of the diagrams and maps and provide a legend if necessary.
Following these general rules will help ensure that the graph, diagram, or map is clear, accurate, and easy to understand.
======
1. Selection of a Suitable Method
The selection of a suitable method is crucial for graphical representation of data.
Different types of data require different methods of representation.
Line graphs are suitable for representing data related to temperature or growth of population over time and between different countries/states.
Bar diagrams are ideal for showing rainfall or the production of commodities.
Dot maps and choropleth maps are used for population distribution, both human and livestock, or the distribution of crop producing areas.
======
2. Selection of Suitable Scale
The scale is a measure used to represent data on diagrams and maps.
It should be carefully selected considering the entire data set.
The scale should not be excessively large or small.
An inappropriate scale can lead to misinterpretation or distortion of data.
Suitable scale selection ensures accurate and clear representation of data.
======
3. Design
The design is a crucial aspect of cartography.
The title of the diagram/map should clearly indicate the name of the area, reference year of the data used, and the caption. It should be placed at the top center of the map/diagram.
A legend or index is essential to explain the colors, shades, symbols, and signs used in the map/diagram. It should be carefully drawn and positioned, usually at the lower left or lower right side of the map sheet.
The direction symbol, typically North, should be drawn and properly placed on the final map to orient the representation of the earth’s surface.
======
Construction of Diagrams
Diagrams and maps represent measurable characteristics of data, such as length, width, and volume.
One-dimensional diagrams include line graph, polygon, bar diagram, histogram, and age-sex pyramid.
Two-dimensional diagrams include pie and rectangular diagrams.
Three-dimensional diagrams include cube and spherical diagrams.
Commonly drawn diagrams and maps, along with their construction methods, are line graphs, pie diagram, bar diagrams, wind rose and star diagram, and flow charts.
======
Line Graph
The population in India grew at varying rates between 1901 and 2011.
There was a significant decrease in population growth from 1911 to 1921.
This decrease could be attributed to the aftermath of the 1918-1920 influenza pandemic, which caused significant mortality in India.
No specific equations or formulae are provided in the text.
The focus is on understanding the reasons for the sudden change in population growth during that period.
======
Polygraph
The text provides data on the sex-ratio of selected states in India from 1961 to 2011.
Delhi’s sex-ratio was 785 in 1961, 801 in 1971, 808 in 1981, 827 in 1991, 821 in 2001, and 866 in 2011.
Haryana’s sex-ratio was 868 in 1961, 867 in 1971, 870 in 1981, 860 in 1991, 846 in 2001, and 877 in 2011.
Uttar Pradesh’s sex-ratio was 907 in 1961, 876 in 1971, 882 in 1981, 876 in 1991, 898 in 2001, and 908 in 2011.
There is no equation or formula provided in the text.
Examples and their solutions are also not included in the text.
======
Bar Diagram
A bar diagram is composed of columns of equal width, also known as a columnar diagram.
The width of all bars or columns should be similar, and they should be placed on equal intervals.
Bars can be differentiated by shading them with colors or patterns.
The type of bar diagram, such as simple, compound, or polybar, can be chosen based on the data’s characteristics.
These rules should be followed while constructing a bar diagram.
======
Simple Bar Diagram
The text provides data on rainfall in cm measured at unspecified points in time.
The measurements are 2.3, 2.1, 3.7, 10.6, 20.8, 35.6, 22.3, 14.6, 13.8, 27.3, 20.6, and 7.5.
There are no equations or formulae provided in the text.
The text does not contain any examples or their solutions.
The data can be used for various statistical analyses or weather pattern studies.
======
Line and Bar Graph
The text provides monthly precipitation data (in mm) for an unspecified location.
The months with the highest precipitation are September (28.9 mm) and May (33.3 mm).
The months with the least precipitation are December (15.6 mm), November (19.4 mm), and February (16.7 mm).
There is a noticeable increase in precipitation from December to January (15.6 mm to 14.4 mm), and a significant decrease in precipitation from July to August (30.0 mm to 29.4 mm).
The overall trend shows a gradual decrease in precipitation from the peak in May to the lowest level in December.
======
Multiple Bar Diagram
Multiple bar diagrams are used to compare two or more variables.
They can represent data such as proportions of different groups or shares of various categories.
An example of multiple bar diagram usage is to show the proportion of males and females in rural and urban populations.
Another example is to display the share of canal, tube well, and well irrigation in the total irrigated area across different states.
In the given text, an exercise is provided to construct a bar diagram showing decadal literacy rates in India from 1951-2011. However, the actual diagram is not included in the summary.
======
Compound Bar Diagram
The text provides data from the Economic Survey for the years 2008-09, 2009-10, and 2010-11.
For each year, four pieces of data are given:
Expenditure on education as a percentage of Gross State Domestic Product (GSDP).
Public expenditure on elementary education as a percentage of GSDP.
Plan expenditure on elementary education as a percentage of total Plan expenditure.
Total Plan expenditure as a percentage of GSDP.
The values for 2008-09 are 616.2, 110.1, 14.9, and 741.2 respectively.
The values for 2009-10 are 677.1, 104.1, 18.6, and 799.8 respectively.
The values for 2010-11 are 704.3, 114.2, 26.3, and 844.8 respectively.
There are no equations or formulae provided in the text.
======
Pie Diagram
A pie diagram is a graphical representation of data using a circle divided into sections that correspond to the size of the data subsets.
The angle of each variable is calculated using the formula: (Value of given State/Region × 360) / Total Value of all States/Regions or (Percentage of x × 360) / 100 if data is in percentage form.
It is also known as a Divided Circle Diagram.
The circle’s radius represents the total population in population-related data, and its sub-divisions are shown by corresponding degrees of angle for rural and urban populations.
Pie diagrams are not suitable for representing more than a few subsets of data, as too many sections can make the diagram difficult to interpret.
======
Calculation of Angles
The text provides a summary of continents’ angles and their corresponding degrees.
Europe is measured at 20.2 units with a degree of 72.72.
Africa is measured at 6.5 units with a degree of 23.
America is measured at 14.8 units with a degree of 53.
Asia and ASEAN are measured at 56.2 units with a degree of 203.
Others are measured at 2.3 units with a degree of 8.
The total of all continents is 100 units with a degree of 360.
======
Precautions
The circle in a graph should be of appropriate size, neither too big to fit in the given space nor too small to be illegible.
The direction of Indian exports for the year 2010-11 is depicted in Fig. 3.8.
The plotting of smaller angles becomes difficult if bigger angles are plotted first, leading to error accumulation.
It is recommended to start with smaller angles while plotting.
The figure shows the direction of Indian exports, but the specific data or values are not provided in the text.
======
Flow Maps/Chart
The text provides distances between different locations in Delhi and adjoining areas.
The farthest distance is between Old Delhi and Silampur, which is 3311 units.
The shortest distance is between Sarojini Nagar and Pusa Road, which is 86 units.
There is no equation or formula provided in the text.
Examples and their solutions are not included in the text.
======
Thematic Maps
Thematic maps are used to understand the patterns of regional distributions or variations of characteristics over space.
Required data for creating a thematic map: a. State/District level data about the selected theme b. Outline map of the study area with administrative boundaries c. Physical map of the region (e.g., physiographic map for population distribution)
Rules for making thematic maps: a. Carefully plan the drawing of the map b. Include necessary components: name of the area, title of the subject-matter, source of the data and year, indication of symbols, signs, colors, shades, etc., and scale c. Select a suitable method for thematic mapping
Examples of thematic maps: population distribution, transportation map using relief and drainage.
======