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  1. app.py +74 -0
  2. mycardata.csv +302 -0
  3. requirements.txt +5 -0
app.py ADDED
@@ -0,0 +1,74 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import streamlit as st
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+ import pandas as pd
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+ import numpy as np
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+ from sklearn.cluster import KMeans
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+ import matplotlib.pyplot as plt
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+
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+ df = pd.read_csv("mycardata.csv")
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+
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+ # Main content
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+ st.title('Simple Car Clustering :blue_car:')
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+
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+ st.write('**Data Preview:**')
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+ st.dataframe(df)
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+
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+ st.write('**Data Processed:**')
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+ df['Selling_Price'] *= 10000
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+ df['Present_Price'] *= 10000
18
+ df = pd.get_dummies(df, columns=['Transmission', 'Seller_Type', 'Fuel_Type'])
19
+ # Outlier
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+ clip_limits = df[['Selling_Price', 'Present_Price', 'Kms_Driven']].quantile(0.97)
21
+ df[['Selling_Price', 'Present_Price', 'Kms_Driven']] = df[['Selling_Price', 'Present_Price', 'Kms_Driven']].clip(upper=clip_limits, axis=1)
22
+ st.dataframe(df)
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+
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+ n_clusters = st.slider('Pick Number Of Clusters',min_value=2, max_value=10, value=4)
25
+
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+ # Perform K-means clustering
27
+ X = df[['Selling_Price', 'Kms_Driven']]
28
+ kmeans = KMeans(n_clusters=n_clusters, random_state=42)
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+ df['cluster'] = kmeans.fit_predict(X)
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+
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+
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+ # Create a 2x2 grid of subplots
33
+ fig, axs = plt.subplots(nrows=2, ncols=2, figsize=(12, 8))
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+
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+ # Define the colors for the clusters
36
+ colors = ['red', 'blue', 'green', 'orange', 'purple', 'brown', 'pink', 'gray', 'olive', 'cyan']
37
+
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+ # Plot 1: Price vs. Kilometers Driven
39
+ for i in range(n_clusters):
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+ cluster_data = df[df['cluster'] == i]
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+ axs[0, 0].scatter(cluster_data['Selling_Price'], cluster_data['Kms_Driven'], c=colors[i], label=f'Cluster {i+1}')
42
+ axs[0, 0].set_xlabel('Price')
43
+ axs[0, 0].set_ylabel('Kilometers Driven')
44
+ axs[0, 0].set_title('KM to Price')
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+
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+ # Plot 2: Year vs. Kilometers Driven
47
+ for i in range(n_clusters):
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+ cluster_data = df[df['cluster'] == i]
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+ axs[0, 1].scatter(cluster_data['Year'], cluster_data['Kms_Driven'], c=colors[i], label=f'Cluster {i+1}')
50
+ axs[0, 1].set_xlabel('Year')
51
+ axs[0, 1].set_ylabel('Kilometers Driven')
52
+ axs[0, 1].set_title('KM to Years')
53
+
54
+ # Plot 3: Year vs. Price
55
+ for i in range(n_clusters):
56
+ cluster_data = df[df['cluster'] == i]
57
+ axs[1, 0].scatter(cluster_data['Year'], cluster_data['Selling_Price'], c=colors[i], label=f'Cluster {i+1}')
58
+ axs[1, 0].set_xlabel('Year')
59
+ axs[1, 0].set_ylabel('Price')
60
+ axs[1, 0].set_title('Price to Year')
61
+
62
+ # Plot 4: Retail vs. Price
63
+ for i in range(n_clusters):
64
+ cluster_data = df[df['cluster'] == i]
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+ axs[1, 1].scatter(cluster_data['Present_Price'], cluster_data['Selling_Price'], c=colors[i], label=f'Cluster {i+1}')
66
+ axs[1, 1].set_xlabel('Retail')
67
+ axs[1, 1].set_ylabel('Price')
68
+ axs[1, 1].set_title('Price to Retail')
69
+
70
+ # Adjust the spacing between subplots
71
+ fig.tight_layout()
72
+
73
+ # Display the plot
74
+ st.pyplot(fig)
mycardata.csv ADDED
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1
+ Car_Name,Year,Selling_Price,Present_Price,Kms_Driven,Fuel_Type,Seller_Type,Transmission,Owner
2
+ ritz,2014,3.35,5.59,27000,Petrol,Dealer,Manual,0
3
+ sx4,2013,4.75,9.54,43000,Diesel,Dealer,Manual,0
4
+ ciaz,2017,7.25,9.85,6900,Petrol,Dealer,Manual,0
5
+ wagon r,2011,2.85,4.15,5200,Petrol,Dealer,Manual,0
6
+ swift,2014,4.6,6.87,42450,Diesel,Dealer,Manual,0
7
+ vitara brezza,2018,9.25,9.83,2071,Diesel,Dealer,Manual,0
8
+ ciaz,2015,6.75,8.12,18796,Petrol,Dealer,Manual,0
9
+ s cross,2015,6.5,8.61,33429,Diesel,Dealer,Manual,0
10
+ ciaz,2016,8.75,8.89,20273,Diesel,Dealer,Manual,0
11
+ ciaz,2015,7.45,8.92,42367,Diesel,Dealer,Manual,0
12
+ alto 800,2017,2.85,3.6,2135,Petrol,Dealer,Manual,0
13
+ ciaz,2015,6.85,10.38,51000,Diesel,Dealer,Manual,0
14
+ ciaz,2015,7.5,9.94,15000,Petrol,Dealer,Automatic,0
15
+ ertiga,2015,6.1,7.71,26000,Petrol,Dealer,Manual,0
16
+ dzire,2009,2.25,7.21,77427,Petrol,Dealer,Manual,0
17
+ ertiga,2016,7.75,10.79,43000,Diesel,Dealer,Manual,0
18
+ ertiga,2015,7.25,10.79,41678,Diesel,Dealer,Manual,0
19
+ ertiga,2016,7.75,10.79,43000,Diesel,Dealer,Manual,0
20
+ wagon r,2015,3.25,05.09,35500,CNG,Dealer,Manual,0
21
+ sx4,2010,2.65,7.98,41442,Petrol,Dealer,Manual,0
22
+ alto k10,2016,2.85,3.95,25000,Petrol,Dealer,Manual,0
23
+ ignis,2017,4.9,5.71,2400,Petrol,Dealer,Manual,0
24
+ sx4,2011,4.4,08.01,50000,Petrol,Dealer,Automatic,0
25
+ alto k10,2014,2.5,3.46,45280,Petrol,Dealer,Manual,0
26
+ wagon r,2013,2.9,4.41,56879,Petrol,Dealer,Manual,0
27
+ swift,2011,3,4.99,20000,Petrol,Dealer,Manual,0
28
+ swift,2013,4.15,5.87,55138,Petrol,Dealer,Manual,0
29
+ swift,2017,6,6.49,16200,Petrol,Individual,Manual,0
30
+ alto k10,2010,1.95,3.95,44542,Petrol,Dealer,Manual,0
31
+ ciaz,2015,7.45,10.38,45000,Diesel,Dealer,Manual,0
32
+ ritz,2012,3.1,5.98,51439,Diesel,Dealer,Manual,0
33
+ ritz,2011,2.35,4.89,54200,Petrol,Dealer,Manual,0
34
+ swift,2014,4.95,7.49,39000,Diesel,Dealer,Manual,0
35
+ ertiga,2014,6,9.95,45000,Diesel,Dealer,Manual,0
36
+ dzire,2014,5.5,08.06,45000,Diesel,Dealer,Manual,0
37
+ sx4,2011,2.95,7.74,49998,CNG,Dealer,Manual,0
38
+ dzire,2015,4.65,7.2,48767,Petrol,Dealer,Manual,0
39
+ 800,2003,0.35,2.28,127000,Petrol,Individual,Manual,0
40
+ alto k10,2016,3,3.76,10079,Petrol,Dealer,Manual,0
41
+ sx4,2003,2.25,7.98,62000,Petrol,Dealer,Manual,0
42
+ baleno,2016,5.85,7.87,24524,Petrol,Dealer,Automatic,0
43
+ alto k10,2014,2.55,3.98,46706,Petrol,Dealer,Manual,0
44
+ sx4,2008,1.95,7.15,58000,Petrol,Dealer,Manual,0
45
+ dzire,2014,5.5,08.06,45780,Diesel,Dealer,Manual,0
46
+ omni,2012,1.25,2.69,50000,Petrol,Dealer,Manual,0
47
+ ciaz,2014,7.5,12.04,15000,Petrol,Dealer,Automatic,0
48
+ ritz,2013,2.65,4.89,64532,Petrol,Dealer,Manual,0
49
+ wagon r,2006,01.05,4.15,65000,Petrol,Dealer,Manual,0
50
+ ertiga,2015,5.8,7.71,25870,Petrol,Dealer,Manual,0
51
+ ciaz,2017,7.75,9.29,37000,Petrol,Dealer,Automatic,0
52
+ fortuner,2012,14.9,30.61,104707,Diesel,Dealer,Automatic,0
53
+ fortuner,2015,23,30.61,40000,Diesel,Dealer,Automatic,0
54
+ innova,2017,18,19.77,15000,Diesel,Dealer,Automatic,0
55
+ fortuner,2013,16,30.61,135000,Diesel,Individual,Automatic,0
56
+ innova,2005,2.75,10.21,90000,Petrol,Individual,Manual,0
57
+ corolla altis,2009,3.6,15.04,70000,Petrol,Dealer,Automatic,0
58
+ etios cross,2015,4.5,7.27,40534,Petrol,Dealer,Manual,0
59
+ corolla altis,2010,4.75,18.54,50000,Petrol,Dealer,Manual,0
60
+ etios g,2014,4.1,6.8,39485,Petrol,Dealer,Manual,1
61
+ fortuner,2014,19.99,35.96,41000,Diesel,Dealer,Automatic,0
62
+ corolla altis,2013,6.95,18.61,40001,Petrol,Dealer,Manual,0
63
+ etios cross,2015,4.5,7.7,40588,Petrol,Dealer,Manual,0
64
+ fortuner,2014,18.75,35.96,78000,Diesel,Dealer,Automatic,0
65
+ fortuner,2015,23.5,35.96,47000,Diesel,Dealer,Automatic,0
66
+ fortuner,2017,33,36.23,6000,Diesel,Dealer,Automatic,0
67
+ etios liva,2014,4.75,6.95,45000,Diesel,Dealer,Manual,0
68
+ innova,2017,19.75,23.15,11000,Petrol,Dealer,Automatic,0
69
+ fortuner,2010,9.25,20.45,59000,Diesel,Dealer,Manual,0
70
+ corolla altis,2011,4.35,13.74,88000,Petrol,Dealer,Manual,0
71
+ corolla altis,2016,14.25,20.91,12000,Petrol,Dealer,Manual,0
72
+ etios liva,2014,3.95,6.76,71000,Diesel,Dealer,Manual,0
73
+ corolla altis,2011,4.5,12.48,45000,Diesel,Dealer,Manual,0
74
+ corolla altis,2013,7.45,18.61,56001,Petrol,Dealer,Manual,0
75
+ etios liva,2011,2.65,5.71,43000,Petrol,Dealer,Manual,0
76
+ etios cross,2014,4.9,8.93,83000,Diesel,Dealer,Manual,0
77
+ etios g,2015,3.95,6.8,36000,Petrol,Dealer,Manual,0
78
+ corolla altis,2013,5.5,14.68,72000,Petrol,Dealer,Manual,0
79
+ corolla,2004,1.5,12.35,135154,Petrol,Dealer,Automatic,0
80
+ corolla altis,2010,5.25,22.83,80000,Petrol,Dealer,Automatic,0
81
+ fortuner,2012,14.5,30.61,89000,Diesel,Dealer,Automatic,0
82
+ corolla altis,2016,14.73,14.89,23000,Diesel,Dealer,Manual,0
83
+ etios gd,2015,4.75,7.85,40000,Diesel,Dealer,Manual,0
84
+ innova,2017,23,25.39,15000,Diesel,Dealer,Automatic,0
85
+ innova,2015,12.5,13.46,38000,Diesel,Dealer,Manual,0
86
+ innova,2005,3.49,13.46,197176,Diesel,Dealer,Manual,0
87
+ camry,2006,2.5,23.73,142000,Petrol,Individual,Automatic,3
88
+ land cruiser,2010,35,92.6,78000,Diesel,Dealer,Manual,0
89
+ corolla altis,2012,5.9,13.74,56000,Petrol,Dealer,Manual,0
90
+ etios liva,2013,3.45,06.05,47000,Petrol,Dealer,Manual,0
91
+ etios g,2014,4.75,6.76,40000,Petrol,Dealer,Manual,0
92
+ corolla altis,2009,3.8,18.61,62000,Petrol,Dealer,Manual,0
93
+ innova,2014,11.25,16.09,58242,Diesel,Dealer,Manual,0
94
+ innova,2005,3.51,13.7,75000,Petrol,Dealer,Manual,0
95
+ fortuner,2015,23,30.61,40000,Diesel,Dealer,Automatic,0
96
+ corolla altis,2008,4,22.78,89000,Petrol,Dealer,Automatic,0
97
+ corolla altis,2012,5.85,18.61,72000,Petrol,Dealer,Manual,0
98
+ innova,2016,20.75,25.39,29000,Diesel,Dealer,Automatic,0
99
+ corolla altis,2017,17,18.64,8700,Petrol,Dealer,Manual,0
100
+ corolla altis,2013,07.05,18.61,45000,Petrol,Dealer,Manual,0
101
+ fortuner,2010,9.65,20.45,50024,Diesel,Dealer,Manual,0
102
+ Royal Enfield Thunder 500,2016,1.75,1.9,3000,Petrol,Individual,Manual,0
103
+ UM Renegade Mojave,2017,1.7,1.82,1400,Petrol,Individual,Manual,0
104
+ KTM RC200,2017,1.65,1.78,4000,Petrol,Individual,Manual,0
105
+ Bajaj Dominar 400,2017,1.45,1.6,1200,Petrol,Individual,Manual,0
106
+ Royal Enfield Classic 350,2017,1.35,1.47,4100,Petrol,Individual,Manual,0
107
+ KTM RC390,2015,1.35,2.37,21700,Petrol,Individual,Manual,0
108
+ Hyosung GT250R,2014,1.35,3.45,16500,Petrol,Individual,Manual,1
109
+ Royal Enfield Thunder 350,2013,1.25,1.5,15000,Petrol,Individual,Manual,0
110
+ Royal Enfield Thunder 350,2016,1.2,1.5,18000,Petrol,Individual,Manual,0
111
+ Royal Enfield Classic 350,2017,1.2,1.47,11000,Petrol,Individual,Manual,0
112
+ KTM RC200,2016,1.2,1.78,6000,Petrol,Individual,Manual,0
113
+ Royal Enfield Thunder 350,2016,1.15,1.5,8700,Petrol,Individual,Manual,0
114
+ KTM 390 Duke,2014,1.15,2.4,7000,Petrol,Individual,Manual,0
115
+ Mahindra Mojo XT300,2016,1.15,1.4,35000,Petrol,Individual,Manual,0
116
+ Royal Enfield Classic 350,2015,1.15,1.47,17000,Petrol,Individual,Manual,0
117
+ Royal Enfield Classic 350,2015,1.11,1.47,17500,Petrol,Individual,Manual,0
118
+ Royal Enfield Classic 350,2013,1.1,1.47,33000,Petrol,Individual,Manual,0
119
+ Royal Enfield Thunder 500,2015,1.1,1.9,14000,Petrol,Individual,Manual,0
120
+ Royal Enfield Classic 350,2015,1.1,1.47,26000,Petrol,Individual,Manual,0
121
+ Royal Enfield Thunder 500,2013,01.05,1.9,5400,Petrol,Individual,Manual,0
122
+ Bajaj Pulsar RS200,2016,01.05,1.26,5700,Petrol,Individual,Manual,0
123
+ Royal Enfield Thunder 350,2011,01.05,1.5,6900,Petrol,Individual,Manual,0
124
+ Royal Enfield Bullet 350,2016,01.05,1.17,6000,Petrol,Individual,Manual,0
125
+ Royal Enfield Classic 350,2013,1,1.47,46500,Petrol,Individual,Manual,0
126
+ Royal Enfield Classic 500,2012,0.95,1.75,11500,Petrol,Individual,Manual,0
127
+ Royal Enfield Classic 500,2009,0.9,1.75,40000,Petrol,Individual,Manual,0
128
+ Bajaj Avenger 220,2017,0.9,0.95,1300,Petrol,Individual,Manual,0
129
+ Bajaj Avenger 150,2016,0.75,0.8,7000,Petrol,Individual,Manual,0
130
+ Honda CB Hornet 160R,2017,0.8,0.87,3000,Petrol,Individual,Manual,0
131
+ Yamaha FZ S V 2.0,2017,0.78,0.84,5000,Petrol,Individual,Manual,0
132
+ Honda CB Hornet 160R,2017,0.75,0.87,11000,Petrol,Individual,Manual,0
133
+ Yamaha FZ 16,2015,0.75,0.82,18000,Petrol,Individual,Manual,0
134
+ Bajaj Avenger 220,2017,0.75,0.95,3500,Petrol,Individual,Manual,0
135
+ Bajaj Avenger 220,2016,0.72,0.95,500,Petrol,Individual,Manual,0
136
+ TVS Apache RTR 160,2017,0.65,0.81,11800,Petrol,Individual,Manual,0
137
+ Bajaj Pulsar 150,2015,0.65,0.74,5000,Petrol,Individual,Manual,0
138
+ Honda CBR 150,2014,0.65,1.2,23500,Petrol,Individual,Manual,0
139
+ Hero Extreme,2013,0.65,787,16000,Petrol,Individual,Manual,0
140
+ Honda CB Hornet 160R,2016,0.6,0.87,15000,Petrol,Individual,Manual,0
141
+ Bajaj Avenger 220 dtsi,2015,0.6,0.95,16600,Petrol,Individual,Manual,0
142
+ Honda CBR 150,2013,0.6,1.2,32000,Petrol,Individual,Manual,0
143
+ Bajaj Avenger 150 street,2016,0.6,0.8,20000,Petrol,Individual,Manual,0
144
+ Yamaha FZ v 2.0,2015,0.6,0.84,29000,Petrol,Individual,Manual,0
145
+ Yamaha FZ v 2.0,2016,0.6,0.84,25000,Petrol,Individual,Manual,0
146
+ Bajaj Pulsar NS 200,2014,0.6,0.99,25000,Petrol,Individual,Manual,0
147
+ TVS Apache RTR 160,2012,0.6,0.81,19000,Petrol,Individual,Manual,0
148
+ Hero Extreme,2014,0.55,787,15000,Petrol,Individual,Manual,0
149
+ Yamaha FZ S V 2.0,2015,0.55,0.84,58000,Petrol,Individual,Manual,0
150
+ Bajaj Pulsar 220 F,2010,0.52,0.94,45000,Petrol,Individual,Manual,0
151
+ Bajaj Pulsar 220 F,2016,0.51,0.94,24000,Petrol,Individual,Manual,0
152
+ TVS Apache RTR 180,2011,0.5,826,6000,Petrol,Individual,Manual,0
153
+ Hero Passion X pro,2016,0.5,0.55,31000,Petrol,Individual,Manual,0
154
+ Bajaj Pulsar NS 200,2012,0.5,0.99,13000,Petrol,Individual,Manual,0
155
+ Bajaj Pulsar NS 200,2013,0.5,0.99,45000,Petrol,Individual,Manual,0
156
+ Yamaha Fazer,2014,0.5,0.88,8000,Petrol,Individual,Manual,0
157
+ Honda Activa 4G,2017,0.48,0.51,4300,Petrol,Individual,Automatic,0
158
+ TVS Sport,2017,0.48,0.52,15000,Petrol,Individual,Manual,0
159
+ Yamaha FZ S V 2.0,2015,0.48,0.84,23000,Petrol,Individual,Manual,0
160
+ Honda Dream Yuga,2017,0.48,0.54,8600,Petrol,Individual,Manual,0
161
+ Honda Activa 4G,2017,0.45,0.51,4000,Petrol,Individual,Automatic,0
162
+ Bajaj Avenger Street 220,2011,0.45,0.95,24000,Petrol,Individual,Manual,0
163
+ TVS Apache RTR 180,2014,0.45,826,23000,Petrol,Individual,Manual,0
164
+ Bajaj Pulsar NS 200,2012,0.45,0.99,14500,Petrol,Individual,Manual,0
165
+ Bajaj Avenger 220 dtsi,2010,0.45,0.95,27000,Petrol,Individual,Manual,0
166
+ Hero Splender iSmart,2016,0.45,0.54,14000,Petrol,Individual,Manual,0
167
+ Activa 3g,2016,0.45,0.54,500,Petrol,Individual,Automatic,0
168
+ Hero Passion Pro,2016,0.45,0.55,1000,Petrol,Individual,Manual,0
169
+ TVS Apache RTR 160,2014,0.42,0.81,42000,Petrol,Individual,Manual,0
170
+ Honda CB Trigger,2013,0.42,0.73,12000,Petrol,Individual,Manual,0
171
+ Hero Splender iSmart,2015,0.4,0.54,14000,Petrol,Individual,Manual,0
172
+ Yamaha FZ S,2012,0.4,0.83,5500,Petrol,Individual,Manual,0
173
+ Hero Passion Pro,2015,0.4,0.55,6700,Petrol,Individual,Manual,0
174
+ Bajaj Pulsar 135 LS,2014,0.4,0.64,13700,Petrol,Individual,Manual,0
175
+ Activa 4g,2017,0.4,0.51,1300,Petrol,Individual,Automatic,0
176
+ Honda CB Unicorn,2015,0.38,0.72,38600,Petrol,Individual,Manual,0
177
+ Hero Honda CBZ extreme,2011,0.38,787,75000,Petrol,Individual,Manual,0
178
+ Honda Karizma,2011,0.35,01.05,30000,Petrol,Individual,Manual,0
179
+ Honda Activa 125,2016,0.35,0.57,24000,Petrol,Individual,Automatic,0
180
+ TVS Jupyter,2014,0.35,0.52,19000,Petrol,Individual,Automatic,0
181
+ Honda Karizma,2010,0.31,01.05,213000,Petrol,Individual,Manual,0
182
+ Hero Honda Passion Pro,2012,0.3,0.51,60000,Petrol,Individual,Manual,0
183
+ Hero Splender Plus,2016,0.3,0.48,50000,Petrol,Individual,Manual,0
184
+ Honda CB Shine,2013,0.3,0.58,30000,Petrol,Individual,Manual,0
185
+ Bajaj Discover 100,2013,0.27,0.47,21000,Petrol,Individual,Manual,0
186
+ Bajaj Pulsar 150,2008,0.25,0.75,26000,Petrol,Individual,Manual,1
187
+ Suzuki Access 125,2008,0.25,0.58,1900,Petrol,Individual,Automatic,0
188
+ TVS Wego,2010,0.25,0.52,22000,Petrol,Individual,Automatic,0
189
+ Honda CB twister,2013,0.25,0.51,32000,Petrol,Individual,Manual,0
190
+ Hero Glamour,2013,0.25,0.57,18000,Petrol,Individual,Manual,0
191
+ Hero Super Splendor,2005,0.2,0.57,55000,Petrol,Individual,Manual,0
192
+ Bajaj Pulsar 150,2008,0.2,0.75,60000,Petrol,Individual,Manual,0
193
+ Bajaj Discover 125,2012,0.2,0.57,25000,Petrol,Individual,Manual,1
194
+ Hero Hunk,2007,0.2,0.75,49000,Petrol,Individual,Manual,1
195
+ Hero Ignitor Disc,2013,0.2,0.65,24000,Petrol,Individual,Manual,1
196
+ Hero CBZ Xtreme,2008,0.2,787,50000,Petrol,Individual,Manual,0
197
+ Bajaj ct 100,2015,0.18,0.32,35000,Petrol,Individual,Manual,0
198
+ Activa 3g,2008,0.17,0.52,500000,Petrol,Individual,Automatic,0
199
+ Honda CB twister,2010,0.16,0.51,33000,Petrol,Individual,Manual,0
200
+ Bajaj Discover 125,2011,0.15,0.57,35000,Petrol,Individual,Manual,1
201
+ Honda CB Shine,2007,0.12,0.58,53000,Petrol,Individual,Manual,0
202
+ Bajaj Pulsar 150,2006,0.1,0.75,92233,Petrol,Individual,Manual,0
203
+ i20,2010,3.25,6.79,58000,Diesel,Dealer,Manual,1
204
+ grand i10,2015,4.4,5.7,28200,Petrol,Dealer,Manual,0
205
+ i10,2011,2.95,4.6,53460,Petrol,Dealer,Manual,0
206
+ eon,2015,2.75,4.43,28282,Petrol,Dealer,Manual,0
207
+ grand i10,2016,5.25,5.7,3493,Petrol,Dealer,Manual,1
208
+ xcent,2017,5.75,7.13,12479,Petrol,Dealer,Manual,0
209
+ grand i10,2015,5.15,5.7,34797,Petrol,Dealer,Automatic,0
210
+ i20,2017,7.9,8.1,3435,Petrol,Dealer,Manual,0
211
+ grand i10,2015,4.85,5.7,21125,Diesel,Dealer,Manual,0
212
+ i10,2012,3.1,4.6,35775,Petrol,Dealer,Manual,0
213
+ elantra,2015,11.75,14.79,43535,Diesel,Dealer,Manual,0
214
+ creta,2016,11.25,13.6,22671,Petrol,Dealer,Manual,0
215
+ i20,2011,2.9,6.79,31604,Petrol,Dealer,Manual,0
216
+ grand i10,2017,5.25,5.7,20114,Petrol,Dealer,Manual,0
217
+ verna,2012,4.5,9.4,36100,Petrol,Dealer,Manual,0
218
+ eon,2016,2.9,4.43,12500,Petrol,Dealer,Manual,0
219
+ eon,2016,3.15,4.43,15000,Petrol,Dealer,Manual,0
220
+ verna,2014,6.45,9.4,45078,Petrol,Dealer,Manual,0
221
+ verna,2012,4.5,9.4,36000,Petrol,Dealer,Manual,0
222
+ eon,2017,3.5,4.43,38488,Petrol,Dealer,Manual,0
223
+ i20,2013,4.5,6.79,32000,Petrol,Dealer,Automatic,0
224
+ i20,2014,6,7.6,77632,Diesel,Dealer,Manual,0
225
+ verna,2015,8.25,9.4,61381,Diesel,Dealer,Manual,0
226
+ verna,2013,5.11,9.4,36198,Petrol,Dealer,Automatic,0
227
+ i10,2011,2.7,4.6,22517,Petrol,Dealer,Manual,0
228
+ grand i10,2015,5.25,5.7,24678,Petrol,Dealer,Manual,0
229
+ i10,2011,2.55,4.43,57000,Petrol,Dealer,Manual,0
230
+ verna,2012,4.95,9.4,60000,Diesel,Dealer,Manual,0
231
+ i20,2012,3.1,6.79,52132,Diesel,Dealer,Manual,0
232
+ verna,2013,6.15,9.4,45000,Diesel,Dealer,Manual,0
233
+ verna,2017,9.25,9.4,15001,Petrol,Dealer,Manual,0
234
+ elantra,2015,11.45,14.79,12900,Petrol,Dealer,Automatic,0
235
+ grand i10,2013,3.9,5.7,53000,Diesel,Dealer,Manual,0
236
+ grand i10,2015,5.5,5.7,4492,Petrol,Dealer,Manual,0
237
+ verna,2017,9.1,9.4,15141,Petrol,Dealer,Manual,0
238
+ eon,2016,3.1,4.43,11849,Petrol,Dealer,Manual,0
239
+ creta,2015,11.25,13.6,68000,Diesel,Dealer,Manual,0
240
+ verna,2013,4.8,9.4,60241,Petrol,Dealer,Manual,0
241
+ eon,2012,2,4.43,23709,Petrol,Dealer,Manual,0
242
+ verna,2012,5.35,9.4,32322,Diesel,Dealer,Manual,0
243
+ xcent,2015,4.75,7.13,35866,Petrol,Dealer,Manual,1
244
+ xcent,2014,4.4,7.13,34000,Petrol,Dealer,Manual,0
245
+ i20,2016,6.25,7.6,7000,Petrol,Dealer,Manual,0
246
+ verna,2013,5.95,9.4,49000,Diesel,Dealer,Manual,0
247
+ verna,2012,5.2,9.4,71000,Diesel,Dealer,Manual,0
248
+ i20,2012,3.75,6.79,35000,Petrol,Dealer,Manual,0
249
+ verna,2015,5.95,9.4,36000,Petrol,Dealer,Manual,0
250
+ i10,2013,4,4.6,30000,Petrol,Dealer,Manual,0
251
+ i20,2016,5.25,7.6,17000,Petrol,Dealer,Manual,0
252
+ creta,2016,12.9,13.6,35934,Diesel,Dealer,Manual,0
253
+ city,2013,5,9.9,56701,Petrol,Dealer,Manual,0
254
+ brio,2015,5.4,6.82,31427,Petrol,Dealer,Automatic,0
255
+ city,2014,7.2,9.9,48000,Diesel,Dealer,Manual,0
256
+ city,2013,5.25,9.9,54242,Petrol,Dealer,Manual,0
257
+ brio,2012,3,5.35,53675,Petrol,Dealer,Manual,0
258
+ city,2016,10.25,13.6,49562,Petrol,Dealer,Manual,0
259
+ city,2015,8.5,13.6,40324,Petrol,Dealer,Manual,0
260
+ city,2015,8.4,13.6,25000,Petrol,Dealer,Manual,0
261
+ amaze,2014,3.9,7,36054,Petrol,Dealer,Manual,0
262
+ city,2016,9.15,13.6,29223,Petrol,Dealer,Manual,0
263
+ brio,2016,5.5,5.97,5600,Petrol,Dealer,Manual,0
264
+ amaze,2015,4,5.8,40023,Petrol,Dealer,Manual,0
265
+ jazz,2016,6.6,7.7,16002,Petrol,Dealer,Manual,0
266
+ amaze,2015,4,7,40026,Petrol,Dealer,Manual,0
267
+ jazz,2017,6.5,8.7,21200,Petrol,Dealer,Manual,0
268
+ amaze,2014,3.65,7,35000,Petrol,Dealer,Manual,0
269
+ city,2016,8.35,9.4,19434,Diesel,Dealer,Manual,0
270
+ brio,2017,4.8,5.8,19000,Petrol,Dealer,Manual,0
271
+ city,2015,6.7,10,18828,Petrol,Dealer,Manual,0
272
+ city,2011,4.1,10,69341,Petrol,Dealer,Manual,0
273
+ city,2009,3,10,69562,Petrol,Dealer,Manual,0
274
+ city,2015,7.5,10,27600,Petrol,Dealer,Manual,0
275
+ jazz,2010,2.25,7.5,61203,Petrol,Dealer,Manual,0
276
+ brio,2014,5.3,6.8,16500,Petrol,Dealer,Manual,0
277
+ city,2016,10.9,13.6,30753,Petrol,Dealer,Automatic,0
278
+ city,2015,8.65,13.6,24800,Petrol,Dealer,Manual,0
279
+ city,2015,9.7,13.6,21780,Petrol,Dealer,Manual,0
280
+ jazz,2016,6,8.4,4000,Petrol,Dealer,Manual,0
281
+ city,2014,6.25,13.6,40126,Petrol,Dealer,Manual,0
282
+ brio,2015,5.25,5.9,14465,Petrol,Dealer,Manual,0
283
+ city,2006,2.1,7.6,50456,Petrol,Dealer,Manual,0
284
+ city,2014,8.25,14,63000,Diesel,Dealer,Manual,0
285
+ city,2016,8.99,11.8,9010,Petrol,Dealer,Manual,0
286
+ brio,2013,3.5,5.9,9800,Petrol,Dealer,Manual,0
287
+ jazz,2016,7.4,8.5,15059,Petrol,Dealer,Automatic,0
288
+ jazz,2016,5.65,7.9,28569,Petrol,Dealer,Manual,0
289
+ amaze,2015,5.75,7.5,44000,Petrol,Dealer,Automatic,0
290
+ city,2015,8.4,13.6,34000,Petrol,Dealer,Manual,0
291
+ city,2016,10.11,13.6,10980,Petrol,Dealer,Manual,0
292
+ amaze,2014,4.5,6.4,19000,Petrol,Dealer,Manual,0
293
+ brio,2015,5.4,6.1,31427,Petrol,Dealer,Manual,0
294
+ jazz,2016,6.4,8.4,12000,Petrol,Dealer,Manual,0
295
+ city,2010,3.25,9.9,38000,Petrol,Dealer,Manual,0
296
+ amaze,2014,3.75,6.8,33019,Petrol,Dealer,Manual,0
297
+ city,2015,8.55,13.09,60076,Diesel,Dealer,Manual,0
298
+ city,2016,9.5,11.6,33988,Diesel,Dealer,Manual,0
299
+ brio,2015,4,5.9,60000,Petrol,Dealer,Manual,0
300
+ city,2009,3.35,11,87934,Petrol,Dealer,Manual,0
301
+ city,2017,11.5,12.5,9000,Diesel,Dealer,Manual,0
302
+ brio,2016,5.3,5.9,5464,Petrol,Dealer,Manual,0
requirements.txt ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ streamlit
2
+ pandas
3
+ numpy
4
+ scikit-learn
5
+ matplotlib