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Hack 7 - Challenge 6 - HSE Incident Predictions

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We have a variety of H&S data and would like insights into the causes of HSE incidents. The first part of the challenge involves understanding the environment in which a HSE incident is most likely to occur. Are there any correlations between HSE incidents occurring and competency levels, disciplines, contracts/locations, absence or training levels? Are there any seasonal or other trends within the HSE incident data? When production is lower during maintenance periods are incidents more or less likely to occur? This part of the challenged could be solved though a interactive Power BI dashboard.

The second part of the challenge involves building a model to predict when a HSE incident is likely to occur. You should highlight the attributes in the model that are most predictive and any potential reason for this. If we are able to understand the conditions that are likely to lead to a HSE incident occurring then we are able to take action to mitigate the risks. How useful are our HSE metrics in predicting whether an incident is likely to occur?
 
 
CHALLENGE 6.pptx Demo Data.xlsx Demo Solution.txt

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About Hack 7 - Challenge 6 - HSE Incident Predictions

We have a variety of H&S data and would like insights into the causes of HSE incidents. The first part of the challenge involves understanding the environment in which a HSE incident is most likely to occur. Are there any correlations between HSE incidents occurring and competency levels, disciplines, contracts/locations, absence or training levels? Are there any seasonal or other trends within the HSE incident data? When production is lower during maintenance periods are incidents more or less likely to occur? This part of the challenged could be solved though a interactive Power BI dashboard.

The second part of the challenge involves building a model to predict when a HSE incident is likely to occur. You should highlight the attributes in the model that are most predictive and any potential reason for this. If we are able to understand the conditions that are likely to lead to a HSE incident occurring then we are able to take action to mitigate the risks. How useful are our HSE metrics in predicting whether an incident is likely to occur?

 

 

CHALLENGE 6.pptx Demo Data.xlsx Demo Solution.txt

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