Primary skills demonstrated have been the ability to obtain data from various sources and place into MS Access and/or MS Excel for "stand-alone" applications, or into a MySQL database with HTML and PHP webpage user interfaces for online applications; perform necessary programming to normalize the data; create a means to search the data; and present the results in a meaningful format.