a2-Fish1naTank-Nicolas-Fish

Matplotlib/data/cars-sample.csv

@@ -0,0 +1,98 @@
+"","Car","Manufacturer","MPG","Cylinders","Displacement","Horsepower","Weight","Acceleration","Model.Year","Origin"
+"5","torino","ford",17,8,302,140,3449,10.5,70,"American"
+"6","galaxie 500","ford",15,8,429,198,4341,10,70,"American"
+"13","torino (sw)","ford",NA,8,351,153,4034,11,70,"American"
+"18","mustang boss 302","ford",NA,8,302,140,3353,8,70,"American"
+"21","corona mark ii","toyota",24,4,113,95,2372,15,70,"Japanese"
+"24","maverick","ford",21,6,200,85,2587,16,70,"American"
+"30","2002","bmw",26,4,121,113,2234,12.5,70,"European"
+"32","f250","ford",10,8,360,215,4615,14,70,"American"
+"38","corona","toyota",25,4,113,95,2228,14,71,"Japanese"
+"39","pinto","ford",25,4,98,NA,2046,19,71,"American"
+"44","torino 500","ford",19,6,250,88,3302,15.5,71,"American"
+"48","galaxie 500","ford",14,8,351,153,4154,13.5,71,"American"
+"51","country squire (sw)","ford",13,8,400,170,4746,12,71,"American"
+"56","mustang","ford",18,6,250,88,3139,14.5,71,"American"
+"61","corolla 1200","toyota",31,4,71,65,1773,19,71,"Japanese"
+"65","corona hardtop","toyota",24,4,113,95,2278,15.5,72,"Japanese"
+"69","pinto runabout","ford",21,4,122,86,2226,16.5,72,"American"
+"73","galaxie 500","ford",14,8,351,153,4129,13,72,"American"
+"82","gran torino (sw)","ford",13,8,302,140,4294,16,72,"American"
+"88","pinto (sw)","ford",22,4,122,86,2395,16,72,"American"
+"90","corona mark ii (sw)","toyota",23,4,120,97,2506,14.5,72,"Japanese"
+"92","corolla 1600 (sw)","toyota",27,4,97,88,2100,16.5,72,"Japanese"
+"96","gran torino","ford",14,8,302,137,4042,14.5,73,"American"
+"100","ltd","ford",13,8,351,158,4363,13,73,"American"
+"108","maverick","ford",18,6,250,88,3021,16.5,73,"American"
+"112","country","ford",12,8,400,167,4906,12.5,73,"American"
+"116","carina","toyota",20,4,97,88,2279,19,73,"Japanese"
+"120","pinto","ford",19,4,122,85,2310,18.5,73,"American"
+"131","mark ii","toyota",20,6,156,122,2807,13.5,73,"Japanese"
+"134","maverick","ford",21,6,200,NA,2875,17,74,"American"
+"138","pinto","ford",26,4,122,80,2451,16.5,74,"American"
+"139","corolla 1200","toyota",32,4,71,65,1836,21,74,"Japanese"
+"144","gran torino","ford",16,8,302,140,4141,14,74,"American"
+"147","gran torino (sw)","ford",14,8,302,140,4638,16,74,"American"
+"152","corona","toyota",31,4,76,52,1649,16.5,74,"Japanese"
+"157","civic","honda",24,4,120,97,2489,15,74,"Japanese"
+"163","maverick","ford",15,6,250,72,3158,19.5,75,"American"
+"167","ltd","ford",14,8,351,148,4657,13.5,75,"American"
+"174","mustang ii","ford",13,8,302,129,3169,12,75,"American"
+"175","corolla","toyota",29,4,97,75,2171,16,75,"Japanese"
+"176","pinto","ford",23,4,140,83,2639,17,75,"American"
+"179","corona","toyota",24,4,134,96,2702,13.5,75,"Japanese"
+"182","pinto","ford",18,6,171,97,2984,14.5,75,"American"
+"189","civic cvcc","honda",33,4,91,53,1795,17.5,75,"Japanese"
+"198","gran torino","ford",14.5,8,351,152,4215,12.8,76,"American"
+"201","maverick","ford",24,6,200,81,3012,17.6,76,"American"
+"206","civic","honda",33,4,91,53,1795,17.4,76,"Japanese"
+"208","granada ghia","ford",18,6,250,78,3574,21,76,"American"
+"213","corolla","toyota",28,4,97,75,2155,16.4,76,"Japanese"
+"214","pinto","ford",26.5,4,140,72,2565,13.6,76,"American"
+"218","mark ii","toyota",19,6,156,108,2930,15.5,76,"Japanese"
+"219","280s","mercedes",16.5,6,168,120,3820,16.7,76,"European"
+"222","f108","ford",13,8,302,130,3870,15,76,"American"
+"224","accord cvcc","honda",31.5,4,98,68,2045,18.5,77,"Japanese"
+"236","granada","ford",18.5,6,250,98,3525,19,77,"American"
+"240","thunderbird","ford",16,8,351,149,4335,14.5,77,"American"
+"243","corolla liftback","toyota",26,4,97,75,2265,18.2,77,"Japanese"
+"244","mustang ii 2+2","ford",25.5,4,140,89,2755,15.8,77,"American"
+"250","320i","bmw",21.5,4,121,110,2600,12.8,77,"European"
+"253","fiesta","ford",36.1,4,98,66,1800,14.4,78,"American"
+"256","civic cvcc","honda",36.1,4,91,60,1800,16.4,78,"Japanese"
+"262","fairmont (auto)","ford",20.2,6,200,85,2965,15.8,78,"American"
+"263","fairmont (man)","ford",25.1,4,140,88,2720,15.4,78,"American"
+"272","futura","ford",18.1,8,302,139,3205,11.2,78,"American"
+"275","corona","toyota",27.5,4,134,95,2560,14.2,78,"Japanese"
+"278","celica gt liftback","toyota",21.1,4,134,95,2515,14.8,78,"Japanese"
+"287","accord lx","honda",29.5,4,98,68,2135,16.6,78,"Japanese"
+"290","fairmont 4","ford",22.3,4,140,88,2890,17.3,79,"American"
+"294","ltd landau","ford",17.6,8,302,129,3725,13.4,79,"American"
+"298","country squire (sw)","ford",15.5,8,351,142,4054,14.3,79,"American"
+"305","300d","mercedes",25.4,5,183,77,3530,20.1,79,"European"
+"318","corolla tercel","toyota",38.1,4,89,60,1968,18.8,80,"Japanese"
+"322","fairmont","ford",26.4,4,140,88,2870,18.1,80,"American"
+"326","corona liftback","toyota",29.8,4,134,90,2711,15.5,80,"Japanese"
+"329","corolla","toyota",32.2,4,108,75,2265,15.2,80,"Japanese"
+"336","240d","mercedes",30,4,146,67,3250,21.8,80,"European"
+"337","civic 1500 gl","honda",44.6,4,91,67,1850,13.8,80,"Japanese"
+"344","mustang cobra","ford",23.6,4,140,NA,2905,14.3,80,"American"
+"345","accord","honda",32.4,4,107,72,2290,17,80,"Japanese"
+"351","starlet","toyota",39.1,4,79,58,1755,16.9,81,"Japanese"
+"353","civic 1300","honda",35.1,4,81,60,1760,16.1,81,"Japanese"
+"356","tercel","toyota",37.7,4,89,62,2050,17.3,81,"Japanese"
+"359","escort 4w","ford",34.4,4,98,65,2045,16.2,81,"American"
+"360","escort 2h","ford",29.9,4,98,65,2380,20.7,81,"American"
+"363","prelude","honda",33.7,4,107,75,2210,14.4,81,"Japanese"
+"364","corolla","toyota",32.4,4,108,75,2350,16.8,81,"Japanese"
+"370","cressida","toyota",25.4,6,168,116,2900,12.6,81,"Japanese"
+"374","granada gl","ford",20.2,6,200,88,3060,17.1,81,"American"
+"382","fairmont futura","ford",24,4,140,92,2865,16.4,82,"American"
+"390","accord","honda",36,4,107,75,2205,14.5,82,"Japanese"
+"391","corolla","toyota",34,4,108,70,2245,16.9,82,"Japanese"
+"392","civic","honda",38,4,91,67,1965,15,82,"Japanese"
+"393","civic (auto)","honda",32,4,91,67,1965,15.7,82,"Japanese"
+"398","granada l","ford",22,6,232,112,2835,14.7,82,"American"
+"399","celica gt","toyota",32,4,144,96,2665,13.9,82,"Japanese"
+"402","mustang gl","ford",27,4,140,86,2790,15.6,82,"American"
+"405","ranger","ford",28,4,120,79,2625,18.6,82,"American"

Matplotlib/matplot.py

@@ -0,0 +1,31 @@
+import numpy as np
+import pandas as pd
+import matplotlib.pyplot as plt
+import matplotlib.patches as mpatches
+
+df = pd.read_csv('data/cars-sample.csv')
+df = df.replace(to_replace =["bmw"],  value ="#ff0000")
+df = df.replace(to_replace =["ford"],  value ="#ffff00")
+df = df.replace(to_replace =["honda"],  value ="#00ff00")
+df = df.replace(to_replace =["mercedes"],  value ="#0000ff")
+df = df.replace(to_replace =["toyota"],  value ="#ff00ff")
+
+bmw_patch = mpatches.Patch(color='#ff0000', label='bmw')
+ford_patch = mpatches.Patch(color='#ffff00', label='ford')
+honda_patch = mpatches.Patch(color='#00ff00', label='honda')
+mercedes_patch = mpatches.Patch(color='#0000ff', label='mercedes')
+toyota_patch = mpatches.Patch(color='#ff00ff', label='toyota')
+
+scale = 0.1
+df['Size'] = df["Weight"] * scale
+
+plt.figure().set_facecolor("#b8c7cc")
+plt.grid(which='major', axis='both', color='#b5b5b5', linestyle='-', linewidth=0.1)
+scatter = plt.scatter(x='Weight', y='MPG', s='Size', c='Manufacturer', alpha=0.5, data=df)
+
+plt.gca().set_facecolor("#636363")
+plt.xlabel('Weight')
+plt.ylabel('MPG')
+plt.legend(handles=[bmw_patch, ford_patch, honda_patch, mercedes_patch, toyota_patch])
+
+plt.show()

R+ggplot2/.Rhistory

@@ -0,0 +1,6 @@
+library("ggplot2")
+data <- read.csv(file = "data/cars-sample.csv")
+ggplot(data, aes(y=MPG, x=Weight, size=Weight, color=Manufacturer)) + geom_point(alpha = 0.5)
+ggsave('R+ggplot2.png')
+save.image("D:\\School\\WPI\\20-21\\21 C\\Data vis\\Repos\\02-DataVis-5Ways-1\\R+ggplot2\\5ways.RData")
+q()

R+ggplot2/RScript.R

@@ -0,0 +1,4 @@
+library("ggplot2")
+data <- read.csv(file = "data/cars-sample.csv")
+ggplot(data, aes(y=MPG, x=Weight, size=Weight, color=Manufacturer)) + geom_point(alpha = 0.5)
+ggsave('R+ggplot2.png')

R+ggplot2/data/cars-sample.csv

@@ -0,0 +1,98 @@
+"","Car","Manufacturer","MPG","Cylinders","Displacement","Horsepower","Weight","Acceleration","Model.Year","Origin"
+"5","torino","ford",17,8,302,140,3449,10.5,70,"American"
+"6","galaxie 500","ford",15,8,429,198,4341,10,70,"American"
+"13","torino (sw)","ford",NA,8,351,153,4034,11,70,"American"
+"18","mustang boss 302","ford",NA,8,302,140,3353,8,70,"American"
+"21","corona mark ii","toyota",24,4,113,95,2372,15,70,"Japanese"
+"24","maverick","ford",21,6,200,85,2587,16,70,"American"
+"30","2002","bmw",26,4,121,113,2234,12.5,70,"European"
+"32","f250","ford",10,8,360,215,4615,14,70,"American"
+"38","corona","toyota",25,4,113,95,2228,14,71,"Japanese"
+"39","pinto","ford",25,4,98,NA,2046,19,71,"American"
+"44","torino 500","ford",19,6,250,88,3302,15.5,71,"American"
+"48","galaxie 500","ford",14,8,351,153,4154,13.5,71,"American"
+"51","country squire (sw)","ford",13,8,400,170,4746,12,71,"American"
+"56","mustang","ford",18,6,250,88,3139,14.5,71,"American"
+"61","corolla 1200","toyota",31,4,71,65,1773,19,71,"Japanese"
+"65","corona hardtop","toyota",24,4,113,95,2278,15.5,72,"Japanese"
+"69","pinto runabout","ford",21,4,122,86,2226,16.5,72,"American"
+"73","galaxie 500","ford",14,8,351,153,4129,13,72,"American"
+"82","gran torino (sw)","ford",13,8,302,140,4294,16,72,"American"
+"88","pinto (sw)","ford",22,4,122,86,2395,16,72,"American"
+"90","corona mark ii (sw)","toyota",23,4,120,97,2506,14.5,72,"Japanese"
+"92","corolla 1600 (sw)","toyota",27,4,97,88,2100,16.5,72,"Japanese"
+"96","gran torino","ford",14,8,302,137,4042,14.5,73,"American"
+"100","ltd","ford",13,8,351,158,4363,13,73,"American"
+"108","maverick","ford",18,6,250,88,3021,16.5,73,"American"
+"112","country","ford",12,8,400,167,4906,12.5,73,"American"
+"116","carina","toyota",20,4,97,88,2279,19,73,"Japanese"
+"120","pinto","ford",19,4,122,85,2310,18.5,73,"American"
+"131","mark ii","toyota",20,6,156,122,2807,13.5,73,"Japanese"
+"134","maverick","ford",21,6,200,NA,2875,17,74,"American"
+"138","pinto","ford",26,4,122,80,2451,16.5,74,"American"
+"139","corolla 1200","toyota",32,4,71,65,1836,21,74,"Japanese"
+"144","gran torino","ford",16,8,302,140,4141,14,74,"American"
+"147","gran torino (sw)","ford",14,8,302,140,4638,16,74,"American"
+"152","corona","toyota",31,4,76,52,1649,16.5,74,"Japanese"
+"157","civic","honda",24,4,120,97,2489,15,74,"Japanese"
+"163","maverick","ford",15,6,250,72,3158,19.5,75,"American"
+"167","ltd","ford",14,8,351,148,4657,13.5,75,"American"
+"174","mustang ii","ford",13,8,302,129,3169,12,75,"American"
+"175","corolla","toyota",29,4,97,75,2171,16,75,"Japanese"
+"176","pinto","ford",23,4,140,83,2639,17,75,"American"
+"179","corona","toyota",24,4,134,96,2702,13.5,75,"Japanese"
+"182","pinto","ford",18,6,171,97,2984,14.5,75,"American"
+"189","civic cvcc","honda",33,4,91,53,1795,17.5,75,"Japanese"
+"198","gran torino","ford",14.5,8,351,152,4215,12.8,76,"American"
+"201","maverick","ford",24,6,200,81,3012,17.6,76,"American"
+"206","civic","honda",33,4,91,53,1795,17.4,76,"Japanese"
+"208","granada ghia","ford",18,6,250,78,3574,21,76,"American"
+"213","corolla","toyota",28,4,97,75,2155,16.4,76,"Japanese"
+"214","pinto","ford",26.5,4,140,72,2565,13.6,76,"American"
+"218","mark ii","toyota",19,6,156,108,2930,15.5,76,"Japanese"
+"219","280s","mercedes",16.5,6,168,120,3820,16.7,76,"European"
+"222","f108","ford",13,8,302,130,3870,15,76,"American"
+"224","accord cvcc","honda",31.5,4,98,68,2045,18.5,77,"Japanese"
+"236","granada","ford",18.5,6,250,98,3525,19,77,"American"
+"240","thunderbird","ford",16,8,351,149,4335,14.5,77,"American"
+"243","corolla liftback","toyota",26,4,97,75,2265,18.2,77,"Japanese"
+"244","mustang ii 2+2","ford",25.5,4,140,89,2755,15.8,77,"American"
+"250","320i","bmw",21.5,4,121,110,2600,12.8,77,"European"
+"253","fiesta","ford",36.1,4,98,66,1800,14.4,78,"American"
+"256","civic cvcc","honda",36.1,4,91,60,1800,16.4,78,"Japanese"
+"262","fairmont (auto)","ford",20.2,6,200,85,2965,15.8,78,"American"
+"263","fairmont (man)","ford",25.1,4,140,88,2720,15.4,78,"American"
+"272","futura","ford",18.1,8,302,139,3205,11.2,78,"American"
+"275","corona","toyota",27.5,4,134,95,2560,14.2,78,"Japanese"
+"278","celica gt liftback","toyota",21.1,4,134,95,2515,14.8,78,"Japanese"
+"287","accord lx","honda",29.5,4,98,68,2135,16.6,78,"Japanese"
+"290","fairmont 4","ford",22.3,4,140,88,2890,17.3,79,"American"
+"294","ltd landau","ford",17.6,8,302,129,3725,13.4,79,"American"
+"298","country squire (sw)","ford",15.5,8,351,142,4054,14.3,79,"American"
+"305","300d","mercedes",25.4,5,183,77,3530,20.1,79,"European"
+"318","corolla tercel","toyota",38.1,4,89,60,1968,18.8,80,"Japanese"
+"322","fairmont","ford",26.4,4,140,88,2870,18.1,80,"American"
+"326","corona liftback","toyota",29.8,4,134,90,2711,15.5,80,"Japanese"
+"329","corolla","toyota",32.2,4,108,75,2265,15.2,80,"Japanese"
+"336","240d","mercedes",30,4,146,67,3250,21.8,80,"European"
+"337","civic 1500 gl","honda",44.6,4,91,67,1850,13.8,80,"Japanese"
+"344","mustang cobra","ford",23.6,4,140,NA,2905,14.3,80,"American"
+"345","accord","honda",32.4,4,107,72,2290,17,80,"Japanese"
+"351","starlet","toyota",39.1,4,79,58,1755,16.9,81,"Japanese"
+"353","civic 1300","honda",35.1,4,81,60,1760,16.1,81,"Japanese"
+"356","tercel","toyota",37.7,4,89,62,2050,17.3,81,"Japanese"
+"359","escort 4w","ford",34.4,4,98,65,2045,16.2,81,"American"
+"360","escort 2h","ford",29.9,4,98,65,2380,20.7,81,"American"
+"363","prelude","honda",33.7,4,107,75,2210,14.4,81,"Japanese"
+"364","corolla","toyota",32.4,4,108,75,2350,16.8,81,"Japanese"
+"370","cressida","toyota",25.4,6,168,116,2900,12.6,81,"Japanese"
+"374","granada gl","ford",20.2,6,200,88,3060,17.1,81,"American"
+"382","fairmont futura","ford",24,4,140,92,2865,16.4,82,"American"
+"390","accord","honda",36,4,107,75,2205,14.5,82,"Japanese"
+"391","corolla","toyota",34,4,108,70,2245,16.9,82,"Japanese"
+"392","civic","honda",38,4,91,67,1965,15,82,"Japanese"
+"393","civic (auto)","honda",32,4,91,67,1965,15.7,82,"Japanese"
+"398","granada l","ford",22,6,232,112,2835,14.7,82,"American"
+"399","celica gt","toyota",32,4,144,96,2665,13.9,82,"Japanese"
+"402","mustang gl","ford",27,4,140,86,2790,15.6,82,"American"
+"405","ranger","ford",28,4,120,79,2625,18.6,82,"American"