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scatter_03x04.jl
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scatter_03x04.jl
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### A Pluto.jl notebook ###
# v0.19.26
using Markdown
using InteractiveUtils
# ╔═╡ 6e5908a0-d769-11ed-2280-37fca7831c1b
using CSV, DataFrames, StatsPlots
# ╔═╡ 634dee3f-5231-471a-b491-b3a949a468bd
candy_filepath = "data//archive//candy.csv"
# ╔═╡ 5739ed00-9551-47af-98e7-6fdbe186edd7
candy_data = CSV.read(candy_filepath, DataFrame);
# ╔═╡ 83e43d50-b507-4b6b-b729-27ac39c92b75
first(candy_data,5)
# ╔═╡ 1a31d6ea-229b-4c2e-be9e-85c8dfe0a786
# Fill in the line below: Which candy was more popular with survey respondents:
# '3 Musketeers' or 'Almond Joy'? (Please enclose your answer in single quotes.)
more_popular = "3 Musketeers"
# ╔═╡ f55c2724-fcba-45fb-b381-d9cb08219d25
# Fill in the line below: Which candy has higher sugar content: 'Air Heads'
# or 'Baby Ruth'? (Please enclose your answer in single quotes.)
more_sugar = "Air Heads"
# ╔═╡ 8933edb9-4303-4f3c-8a0f-116218db36d8
# Scatter plot showing the relationship between 'sugarpercent' and 'winpercent'
scatter(candy_data[!,:sugarpercent], candy_data[!,:winpercent],
legend=false, grid=false, framestyle=:box)
# ╔═╡ 8be097a2-fe9d-4b03-94bd-0962103c3934
@df candy_data plot(:sugarpercent, :winpercent, seriestype=:scatter, legend=false, framestyle=:box, grid=false, smooth=true)
# ╔═╡ 56e214d9-ef84-455f-8aba-b70713ee388b
md"""
Since the regression line has a slightly **positive slope**, this tells us that there is a slightly positive correlation between 'winpercent' and 'sugarpercent'. Thus, people have a slight preference for candies containing relatively more sugar.
"""
# ╔═╡ d1393298-9a04-4ff1-8d4e-7ef4da444098
@df candy_data plot(:pricepercent, :winpercent, group=:chocolate, seriestype=:scatter, framestyle=:box,grid=false, color_palette=:auto, legend_title="chocolate", xtick=0:0.2:1.0)
# ╔═╡ 277c6ae4-ddf0-404f-a698-63a1a93031f6
@df candy_data plot(:pricepercent, :winpercent, group=:chocolate, seriestype=:scatter, framestyle=:box,grid=false, color_palette=:auto, legend_title="chocolate", xtick=0:0.2:1.0, smooth=true)
# ╔═╡ 4e20a2b6-bb11-44bc-8c57-a621cdfdd672
@df candy_data plot(:chocolate, :winpercent, seriestype=:scatter) # no swarmplot
# ╔═╡ 00000000-0000-0000-0000-000000000001
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[compat]
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# ╔═╡ 00000000-0000-0000-0000-000000000002
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