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bar_charts_and_Heatmaps_03x03.jl
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bar_charts_and_Heatmaps_03x03.jl
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### A Pluto.jl notebook ###
# v0.19.26
using Markdown
using InteractiveUtils
# ╔═╡ 30c01a00-c7d9-11ed-04c3-21c5e51057b3
using CSV, DataFrames, StatsPlots
# ╔═╡ 1e76c6fc-b6a1-4f4d-bad4-50684a9bec2f
ign_filepath = "data//archive//ign_scores.csv"
# ╔═╡ f40c1e20-675a-4fb3-884e-1bfe9bddcfd2
ign_data = CSV.read(ign_filepath, DataFrame)
# ╔═╡ 538faaa6-4ef2-4049-a3c5-d7356c86db13
size(ign_data)
# ╔═╡ a8f983ad-e08c-4c96-886d-e9647d41dde8
# What is the highest average score received by PC games, for any genre?
high_score = 7.759930
# ╔═╡ 01cc5d53-ac2f-459c-b560-f435446091eb
# On the Playstation Vita platform, which genre has the
# lowest average score? Please provide the name of the column, and put your answer
# in single quotes (e.g., 'Action', 'Adventure', 'Fighting', etc.)
worst_genre = "Simulation"
# ╔═╡ a672d724-b7f8-401c-aa5d-d1443868d5ea
@df ign_data plot(:Racing, group=:Platform,
st=:bar, title="Average Score for Racing Games, by Platform",
#label=false,
yticks=1:8,
xticks=(1:20, ign_data.Platform), ylabel="Platform",
permute=(:x,:y))
# ╔═╡ ba3fa722-c547-4fb4-9f92-2d90ae0c1dbc
plot(ign_data.Racing, group=ign_data.Platform, st=:bar, yticks=1:8, xticks=(1:21, ign_data.Platform), permute=(:x,:y), #label=false,
)
# ╔═╡ 12e873a5-0764-438a-bb50-97cdfe3d416b
bar(ign_data.Racing, group=ign_data.Platform, permute=(:x,:y), xticks=(1:20, ign_data.Platform))
# ╔═╡ 87c6bebe-03fb-47e9-8770-8cdc3c1e0913
@df ign_data plot(2:13, 1:21, cols(2:13), st=:heatmap,
title="Average Game Score, by Platform and Genre",
xticks=(2:13,names(ign_data)[2:13]), xrotation=90, xlabel="Genre",
yticks=(1:21, ign_data.Platform), ylabel="Platform"
)
# ╔═╡ c2a85e87-e03e-4875-97c5-943bc35bdf4b
md"""
Which combination of genre and platform receives the highest average ratings? Which combination receives the lowest average rankings?
"""
# ╔═╡ 127aa989-104e-4329-906a-2709e381124e
md"""
sol = light colored cells i.e Simulation games for Playstation 4.
dark colored cells i.e Fighting and Shooting games for Game Boy Color
"""
# ╔═╡ 00000000-0000-0000-0000-000000000001
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