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Hey everybody welcome back. So this week is going to be great because were going to focus on two things. Were going to create a line chart together and were gonna have a deeper dive into dropdown. The first video we had a couple of weeks ago was a pie chart with dropdown but that was only the introduction to dropdown. Here were going to cover almost all the properties of Dash by Plotly dropdown component and were going to create this line chart which represents data, real data from New York City about restaurant inspections. So were going to look into inspections from July, from actually January 2016 all the way to the end of 2019 so three or four years, and were going to look at the three restaurants; well, all restaurants, but we can choose three restaurants with these dropdowns and were going to compare between the negative points of inspection that each one got, so for example here we see that African cuisine that combined all restaurants that define themselves as Africa