Skip to content

Commit 7ac84ec

Browse files
committed
Project - Predict Sales Revenue - Simple Linear Regression
Former-commit-id: 1ddcbfe6541b365e2c27d546bdf7bd2789b927b0 Former-commit-id: cd778555bc7ff65a45f579a08adf36a7a0b4fdc1
1 parent ba3aff9 commit 7ac84ec

File tree

4 files changed

+34656
-0
lines changed

4 files changed

+34656
-0
lines changed

Project - Predict Sales Revenue - Simple Linear Regression/Sales_Revenue_Prediction_with_Simple_Linear_Regression.ipynb

+17,771
Large diffs are not rendered by default.
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,201 @@
1+
,TV,radio,newspaper,sales
2+
1,230.1,37.8,69.2,22.1
3+
2,44.5,39.3,45.1,10.4
4+
3,17.2,45.9,69.3,9.3
5+
4,151.5,41.3,58.5,18.5
6+
5,180.8,10.8,58.4,12.9
7+
6,8.7,48.9,75,7.2
8+
7,57.5,32.8,23.5,11.8
9+
8,120.2,19.6,11.6,13.2
10+
9,8.6,2.1,1,4.8
11+
10,199.8,2.6,21.2,10.6
12+
11,66.1,5.8,24.2,8.6
13+
12,214.7,24,4,17.4
14+
13,23.8,35.1,65.9,9.2
15+
14,97.5,7.6,7.2,9.7
16+
15,204.1,32.9,46,19
17+
16,195.4,47.7,52.9,22.4
18+
17,67.8,36.6,114,12.5
19+
18,281.4,39.6,55.8,24.4
20+
19,69.2,20.5,18.3,11.3
21+
20,147.3,23.9,19.1,14.6
22+
21,218.4,27.7,53.4,18
23+
22,237.4,5.1,23.5,12.5
24+
23,13.2,15.9,49.6,5.6
25+
24,228.3,16.9,26.2,15.5
26+
25,62.3,12.6,18.3,9.7
27+
26,262.9,3.5,19.5,12
28+
27,142.9,29.3,12.6,15
29+
28,240.1,16.7,22.9,15.9
30+
29,248.8,27.1,22.9,18.9
31+
30,70.6,16,40.8,10.5
32+
31,292.9,28.3,43.2,21.4
33+
32,112.9,17.4,38.6,11.9
34+
33,97.2,1.5,30,9.6
35+
34,265.6,20,0.3,17.4
36+
35,95.7,1.4,7.4,9.5
37+
36,290.7,4.1,8.5,12.8
38+
37,266.9,43.8,5,25.4
39+
38,74.7,49.4,45.7,14.7
40+
39,43.1,26.7,35.1,10.1
41+
40,228,37.7,32,21.5
42+
41,202.5,22.3,31.6,16.6
43+
42,177,33.4,38.7,17.1
44+
43,293.6,27.7,1.8,20.7
45+
44,206.9,8.4,26.4,12.9
46+
45,25.1,25.7,43.3,8.5
47+
46,175.1,22.5,31.5,14.9
48+
47,89.7,9.9,35.7,10.6
49+
48,239.9,41.5,18.5,23.2
50+
49,227.2,15.8,49.9,14.8
51+
50,66.9,11.7,36.8,9.7
52+
51,199.8,3.1,34.6,11.4
53+
52,100.4,9.6,3.6,10.7
54+
53,216.4,41.7,39.6,22.6
55+
54,182.6,46.2,58.7,21.2
56+
55,262.7,28.8,15.9,20.2
57+
56,198.9,49.4,60,23.7
58+
57,7.3,28.1,41.4,5.5
59+
58,136.2,19.2,16.6,13.2
60+
59,210.8,49.6,37.7,23.8
61+
60,210.7,29.5,9.3,18.4
62+
61,53.5,2,21.4,8.1
63+
62,261.3,42.7,54.7,24.2
64+
63,239.3,15.5,27.3,15.7
65+
64,102.7,29.6,8.4,14
66+
65,131.1,42.8,28.9,18
67+
66,69,9.3,0.9,9.3
68+
67,31.5,24.6,2.2,9.5
69+
68,139.3,14.5,10.2,13.4
70+
69,237.4,27.5,11,18.9
71+
70,216.8,43.9,27.2,22.3
72+
71,199.1,30.6,38.7,18.3
73+
72,109.8,14.3,31.7,12.4
74+
73,26.8,33,19.3,8.8
75+
74,129.4,5.7,31.3,11
76+
75,213.4,24.6,13.1,17
77+
76,16.9,43.7,89.4,8.7
78+
77,27.5,1.6,20.7,6.9
79+
78,120.5,28.5,14.2,14.2
80+
79,5.4,29.9,9.4,5.3
81+
80,116,7.7,23.1,11
82+
81,76.4,26.7,22.3,11.8
83+
82,239.8,4.1,36.9,12.3
84+
83,75.3,20.3,32.5,11.3
85+
84,68.4,44.5,35.6,13.6
86+
85,213.5,43,33.8,21.7
87+
86,193.2,18.4,65.7,15.2
88+
87,76.3,27.5,16,12
89+
88,110.7,40.6,63.2,16
90+
89,88.3,25.5,73.4,12.9
91+
90,109.8,47.8,51.4,16.7
92+
91,134.3,4.9,9.3,11.2
93+
92,28.6,1.5,33,7.3
94+
93,217.7,33.5,59,19.4
95+
94,250.9,36.5,72.3,22.2
96+
95,107.4,14,10.9,11.5
97+
96,163.3,31.6,52.9,16.9
98+
97,197.6,3.5,5.9,11.7
99+
98,184.9,21,22,15.5
100+
99,289.7,42.3,51.2,25.4
101+
100,135.2,41.7,45.9,17.2
102+
101,222.4,4.3,49.8,11.7
103+
102,296.4,36.3,100.9,23.8
104+
103,280.2,10.1,21.4,14.8
105+
104,187.9,17.2,17.9,14.7
106+
105,238.2,34.3,5.3,20.7
107+
106,137.9,46.4,59,19.2
108+
107,25,11,29.7,7.2
109+
108,90.4,0.3,23.2,8.7
110+
109,13.1,0.4,25.6,5.3
111+
110,255.4,26.9,5.5,19.8
112+
111,225.8,8.2,56.5,13.4
113+
112,241.7,38,23.2,21.8
114+
113,175.7,15.4,2.4,14.1
115+
114,209.6,20.6,10.7,15.9
116+
115,78.2,46.8,34.5,14.6
117+
116,75.1,35,52.7,12.6
118+
117,139.2,14.3,25.6,12.2
119+
118,76.4,0.8,14.8,9.4
120+
119,125.7,36.9,79.2,15.9
121+
120,19.4,16,22.3,6.6
122+
121,141.3,26.8,46.2,15.5
123+
122,18.8,21.7,50.4,7
124+
123,224,2.4,15.6,11.6
125+
124,123.1,34.6,12.4,15.2
126+
125,229.5,32.3,74.2,19.7
127+
126,87.2,11.8,25.9,10.6
128+
127,7.8,38.9,50.6,6.6
129+
128,80.2,0,9.2,8.8
130+
129,220.3,49,3.2,24.7
131+
130,59.6,12,43.1,9.7
132+
131,0.7,39.6,8.7,1.6
133+
132,265.2,2.9,43,12.7
134+
133,8.4,27.2,2.1,5.7
135+
134,219.8,33.5,45.1,19.6
136+
135,36.9,38.6,65.6,10.8
137+
136,48.3,47,8.5,11.6
138+
137,25.6,39,9.3,9.5
139+
138,273.7,28.9,59.7,20.8
140+
139,43,25.9,20.5,9.6
141+
140,184.9,43.9,1.7,20.7
142+
141,73.4,17,12.9,10.9
143+
142,193.7,35.4,75.6,19.2
144+
143,220.5,33.2,37.9,20.1
145+
144,104.6,5.7,34.4,10.4
146+
145,96.2,14.8,38.9,11.4
147+
146,140.3,1.9,9,10.3
148+
147,240.1,7.3,8.7,13.2
149+
148,243.2,49,44.3,25.4
150+
149,38,40.3,11.9,10.9
151+
150,44.7,25.8,20.6,10.1
152+
151,280.7,13.9,37,16.1
153+
152,121,8.4,48.7,11.6
154+
153,197.6,23.3,14.2,16.6
155+
154,171.3,39.7,37.7,19
156+
155,187.8,21.1,9.5,15.6
157+
156,4.1,11.6,5.7,3.2
158+
157,93.9,43.5,50.5,15.3
159+
158,149.8,1.3,24.3,10.1
160+
159,11.7,36.9,45.2,7.3
161+
160,131.7,18.4,34.6,12.9
162+
161,172.5,18.1,30.7,14.4
163+
162,85.7,35.8,49.3,13.3
164+
163,188.4,18.1,25.6,14.9
165+
164,163.5,36.8,7.4,18
166+
165,117.2,14.7,5.4,11.9
167+
166,234.5,3.4,84.8,11.9
168+
167,17.9,37.6,21.6,8
169+
168,206.8,5.2,19.4,12.2
170+
169,215.4,23.6,57.6,17.1
171+
170,284.3,10.6,6.4,15
172+
171,50,11.6,18.4,8.4
173+
172,164.5,20.9,47.4,14.5
174+
173,19.6,20.1,17,7.6
175+
174,168.4,7.1,12.8,11.7
176+
175,222.4,3.4,13.1,11.5
177+
176,276.9,48.9,41.8,27
178+
177,248.4,30.2,20.3,20.2
179+
178,170.2,7.8,35.2,11.7
180+
179,276.7,2.3,23.7,11.8
181+
180,165.6,10,17.6,12.6
182+
181,156.6,2.6,8.3,10.5
183+
182,218.5,5.4,27.4,12.2
184+
183,56.2,5.7,29.7,8.7
185+
184,287.6,43,71.8,26.2
186+
185,253.8,21.3,30,17.6
187+
186,205,45.1,19.6,22.6
188+
187,139.5,2.1,26.6,10.3
189+
188,191.1,28.7,18.2,17.3
190+
189,286,13.9,3.7,15.9
191+
190,18.7,12.1,23.4,6.7
192+
191,39.5,41.1,5.8,10.8
193+
192,75.5,10.8,6,9.9
194+
193,17.2,4.1,31.6,5.9
195+
194,166.8,42,3.6,19.6
196+
195,149.7,35.6,6,17.3
197+
196,38.2,3.7,13.8,7.6
198+
197,94.2,4.9,8.1,9.7
199+
198,177,9.3,6.4,12.8
200+
199,283.6,42,66.2,25.5
201+
200,232.1,8.6,8.7,13.4

Project - Predict Sales Revenue - Simple Linear Regression/sales_revenue_prediction_profile.html

+16,683
Large diffs are not rendered by default.

readme.md

+1
Original file line numberDiff line numberDiff line change
@@ -110,6 +110,7 @@ Data Analysis and Visualization Capstone project from Data Science and Machine L
110110

111111
### Other Projects
112112
+ [Project - Used Car Price Prediction with XG-Boost](Project%20-%20Used%20Car%20Price%20Prediction%20-%20XG-Boost/Used_Car_Price_Prediction_using_XGBoost.ipynb)
113+
+ [Project - Predict Sales Revenue - Simple Linear Regression](Project%20-%20Predict%20Sales%20Revenue%20-%20Simple%20Linear%20Regression/Sales_Revenue_Prediction_with_Simple_Linear_Regression.ipynb)
113114
+ [Project - Music Recommender](https://github.com/ptyadana/ML-Music-Recommender)
114115
+ [Project - Smarty Brain Image Prediction](https://github.com/ptyadana/Python-Projects-Dojo/tree/master/03.Complete%20Python%20Developer%20-%20Zero%20to%20Mastery%20-%20AN/17.Machine%20Learning%20and%20Data%20Science/ML_SmartyBrain_Project)
115116

0 commit comments

Comments
 (0)