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Hello.

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In this video, I'll give you my solution to the Diary Tone project where you visualize the moods.

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Based on your diary entries.

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And this is my code.

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So let me explain you how I did this.

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I have some import statements in here.

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And then first of all, I created a file paths list.

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So this will look something.

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Like this.

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So that's a list of five paths.

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And then I instantiated the sentiment Intensity Analyzer class.

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I prepared two empty lists, so this will be the place where I will store.

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The negativity and the positivity coefficients.

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So in order to store all those coefficients in these two lists, I am looping over the file paths list.

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So this list that I showed you here.

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So I'm going to so I'm going to each file and for each file.

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I'm creating a file object and then reading the content, storing that content in the content variable.

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Then I'll calculate the scores.

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For each content.

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So in the first loop, I'll get a dictionary with the scores representing the negativity and positive

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scores for that first file that's in the first loop.

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And so then what I do is I access this list, which is currently empty, and I append the positivity

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score to the positivity list, and I do the same for the negativity list which is created in here.

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So in the first iteration, I'll have one value here, one value here.

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Then in the second iteration we go through the second file and we will store the second value here and

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the second value here and so on and so forth until the seventh file.

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And we will end up with two lists, with seven items each.

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Then I'm extracting the dates using this list comprehension.

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So I'm iterating over five paths, four name in five paths, and for each name, basically this will

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be the name variables.

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So for that, for example, I remove the first part, this part and I also remove the diary slash part.

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This part here you might have done this differently, so don't expect that we have the same codes.

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I usually mention that.

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So that's where the part of getting the data ends.

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And then we work on streamlined.

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So perhaps you put this in a function.

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That's great.

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And so this is a streamlined part.

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We create a diary tone title which corresponds to this.

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We create a subheading for the first graph and then create a plot figure using p x, which I'll put

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it in here.

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And so that's the plot figure for the first plot.

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So we're plotting dates in the x axis and positivity of the list in the Y axis, and we render the charts

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on the web page and we do exactly the same with the other plots in here.

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We look difference that negativity is the list that is plotted against the y axis here.

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And that's my solution.

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And that's about this video.

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Thanks a lot.