Sunday, September 25, 2016

Data Mining: Chart Visualization

Using Tableau:



·         Chart Selection and Design
o   The data source used was the ExcelFormattedGISTEMPData2CSV.csv file from the GISTEMP site, specifically the data from “Table Data: Global and Hemispheric Monthly Means and Zonal Annual Means”.
o   Tableau Public was used to visualize the data. The dynamic chart is available in Tableau.
o   The Y-axis represents the annual mean temperatures, a quantitative and continuous dependent variable.
o   The X-axis represents the time period (years), a quantitative and continuous independent variable.
o   This makes it appropriate to plot the data using a line chart. A shaded area below the charts was added to enhance chart.
o   The year and mean temperature for each data point is dynamically displayed when hovering over the data point.
o   With the use of a drop-down menu, the chart makes it possible to visualize global, hemispheric and monthly mean temperatures for each year
·         Observation
o   Despite year-to-year fluctuations, global surface temperature is rising. The last 37 years show a consistent increase in mean temperatures.

o   The mean temperatures in the northern hemisphere show a higher trend increase than the mean temperatures in the southern hemisphere.

References