out[ ]cpi tbilrate - - - - - - unemp it' easy to plot simple scatter plot using plt scatter (see figure - )in [ ]plt scatter(trans_data[' ']trans_data['unemp']out[ ]in [ ]plt title('changes in log % vs log % (' ''unemp')figure - simple scatter plot in exploratory data analysis it' helpful to be able to look at all the scatter plots among group of variablesthis is known as pairs plot or scatter plot matrix making such plot from scratch is bit of workso pandas has scatter_matrix function for creating one from dataframe it also supports placing histograms or density plots of each variable along the diagonal see figure - for the resulting plotin [ ]scatter_matrix(trans_datadiagonal='kde'color=' 'alpha= plotting mapsvisualizing haiti earthquake crisis data ushahidi is non-profit software company that enables crowdsourcing of information related to natural disasters and geopolitical events via text message many of these data sets are then published on their website for analysis and visualization downloaded plotting mapsvisualizing haiti earthquake crisis data www it-ebooks info