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hey friends iamp;#39;m pat schloss and this is code club if youamp;#39;ve been following along in recent episodes you know that iamp;#39;ve been working with a data set that was generated and published by ipsos looking at peopleamp;#39;s attitudes towards receiving the covet 19 vaccine these data were collected in august and october of 2020 so the data are a little bit old um seeing as that the vaccine wasnamp;#39;t available then but is now itamp;#39;s a little bit interesting to kind of think about how attitudes are changing but whatamp;#39;s really interesting to me are the visuals that ipsos made as well as another group called chart r generated and that i saw in one of their newsletters to represent these data looking at attitudes towards the covet 19 vaccine across 15 different countries to this point in our progress we have taken that ipsos dumbbell chart and modified it to look a lot more like the chart r version as you can see weamp;#39;ve stepped through a lot of diff