From 1791d3b53743faa6b84cb3bc199191ebab04fbd4 Mon Sep 17 00:00:00 2001 From: s434695 Date: Sun, 11 Apr 2021 16:00:20 +0200 Subject: [PATCH] fix --- zadanie2.py | 34 ++++++++++++++++++++++++++++++++++ 1 file changed, 34 insertions(+) create mode 100755 zadanie2.py diff --git a/zadanie2.py b/zadanie2.py new file mode 100755 index 0000000..978499e --- /dev/null +++ b/zadanie2.py @@ -0,0 +1,34 @@ +#! /usr/bin/python3 + +import requests +url = 'https://git.wmi.amu.edu.pl/s434695/ium_434695/raw/commit/2301fb86e434734376f73503307a8f3255a75cc6/vgsales.csv' +r = requests.get(url, allow_redirects=True) + +open('vgsales.csv', 'wb').write(r.content) + +import pandas as pd +vgsales = pd.read_csv('vgsales.csv') +vgsales + +vgsales.describe(include='all') + +vgsales["Publisher"].value_counts() + +vgsales["Platform"].value_counts() + +vgsales["Platform"].value_counts().plot(kind="bar") + +vgsales[["Platform","JP_Sales"]].groupby("Platform").mean().plot(kind="bar") + +import seaborn as sns +sns.set_theme() +sns.relplot(data=vgsales, x="JP_Sales", y="NA_Sales", hue="Genre") + +from sklearn.model_selection import train_test_split +vgsales_train, vgsales_test = train_test_split(vgsales, test_size = 0.6, random_state = 1) +vgsales_train["Platform"].value_counts() + +vgsales_test["Platform"].value_counts() + +print(vgsales_train["Platform"]) +