This data set and accompanying files represents air monitoring data collected by the Environmental Protection Agency from 2009-08-17 to 2012-02-25 at the Warren Elementary School in Marietta, Ohio (39.393536, -81.554015). The variables of interest were the amount of manganese and lead in the air measured as PM10 particle size. The visualizations were created from monthly averages for the concentration of airborne manganese.
The data was collected using the TO-15 collection systems for air monitoring device. (reference - https://www3.epa.gov/air/sat/pdfs/VocTechdocwithappendix1209.pdf)
The files included are:
The raw data - Marietta_WarrenElementraySchool_Raw.csv .
Aggregated monthly averages of the raw data - Marietta_WarrenElementraySchool_Processed.csv.
How the raw data are processed into monthly averages - Marietta_WarrenElementraySchool_WorkingFile.xlsx.
How the video is generated- Marietta_WarrenElementraySchool.ppt.
Video - Marietta_WarrenElementraySchool.mp4 - generated from Marietta_WarrenElementraySchool.ppt.
In this paper, I study how medical records are being used by cyber-criminal for financial gain and patient manipulation. I studied what kind of criminal organizations may be involved in these operations and confirmed incidents from the black market. I conducted a literature review which generated several sources from online databases. I determined five major criminal factions that are most likely to use compromised medical records, determined possible motivations and looked at several cases of medical records being sold on the black market. The healthcare industry’s digitization efforts have left it tremendously ill-equip to combat emerging threats. It is evident that the healthcare industry must take extreme measures in order to counteract the evolving threat landscape. It is my hope that the findings of paper will being to shed light on these issues and help healthcare professionals understand what kind of threats the industry is facing.