IMPLEMENTING DATA PREPAREDNESS

Written by 510 SCIENTIFIC LEAD Marc van den Homberg. The Netherlands Red Cross has a long-term partnership with Malawi Red Cross, working together on humanitarian response and Disaster Risk Reduction. In 2015 the shelter cluster was activated in Malawi during one of the worst floods in the history of Malawi that led to a severe… Read More

HOW WE VERIFY DATA

Written by 510 DATA RESPONSIBILITY EXPERT Kamal Ahmed. The 510 team works with data from many different sources. We often face challenges of completeness, validity and reliability. Therefore we took a deep dive into best practices for data verification. This blog describes shortly why it is important and how we address it. One of the… Read More

HOW WE WORK WITH OUTLIERS

Written by 510 DATA RESPONSIBILITY EXPERT Kamal Ahmed. In the previous blog post on data verification we mentioned the need to identify outliers in the data. This blog post will look at some of the humanitarian aid datasets/formats and the types of techniques we apply to identify outliers and how to effectively deal with them.… Read More