Thailand car accidents and road safety project

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  Dashboard 2

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  lag plots

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  model prediction

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  Dashboard 1

What inspired you

I've been wanted to learn about data analysis and this project about car accidents and road safety in Thailand caught my attention. I wanted to know the causes of the accidents and be able to provide information to help reduce the events.

What you learned

I've learned a lot about the basics of data analysis. I also learned to manage and process the raw data.

How you built your project

I use Microsoft power bi to visualize the data. I use lag plot to see the correlation between the data set.

The challenges you faced

The process of creating the prediction model is perhaps the most challenging part. Due to the pandemic during 2020-2021, Thailand has been through so many lockdowns and unusual holidays dates. The data from that period of time are hard to predict and it's unreliable to be used to train the model. I've used neuron network to predict the car accidents but there are still no reliable prediction.

Built With

• jupyternotebook
• matplotlib
• pandas
• powerbi
• python