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welcome back in part one we started to look at the importance of unifying behavior in relation to how price data is handled across back testing and live trading if you dont take action to do this your back test will not give you a good indication of what results youre likely to expect in live trading rendering the back testing process useless we also looked at a real life example using a price chart to illustrate how the issues relating to this manifest themselves so if you havent already id highly recommend that you watch it if you need a link to the first part then you can find it in the description right below but before we get into the detail of how to unify behavior we first need to ensure we thoroughly understand the mechanics around a couple of areas the first is the delivery of price data to the algo and this of course is different in a live context compared with back testing and the second thing we need an understanding of are the price data models that are used in back te