Problem
Imagine you are the head of a data mining company that needs to use the insights gained in this assignment to scan social media for covid-related content, and automatically flag it as conspiracy or not conspiracy (for example, for hiding potentially harmful tweets or Facebook posts). Some information about the project and the team:
1. Your client is a political party concerned about misinformation.
2. The project requires mining Facebook and Instagram data.
3. The team consists of Joe, an American mathematician who just finished college; Fei, a senior software engineer from China; and Francisco, a data scientist from Spain.
Reflect on the impact of exploiting data science for such an application. You should map your discussion to one of the five actions outlined in the UK's Data Ethics Framework.
Your answer should address the following:
1. Identify the action in which your project is the weakest.
2. Then, justify your choice by critically analyzing the three key principles for that action outlined in the Framework, namely transparency, accountability and fairness.
3. Finally, you should propose one solution that explicitly addresses one point related to one of these three principles, reflecting on how your solution would improve the data cycle in this particular use case.