Last active
December 3, 2020 18:43
-
-
Save RobotOptimist/7003f85731e1fa3916c521729581eff8 to your computer and use it in GitHub Desktop.
Python Multiple Linear Regression
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
R&D Spend | Administration | Marketing Spend | State | Profit | |
---|---|---|---|---|---|
165349.2 | 136897.8 | 471784.1 | New York | 192261.83 | |
162597.7 | 151377.59 | 443898.53 | California | 191792.06 | |
153441.51 | 101145.55 | 407934.54 | Florida | 191050.39 | |
144372.41 | 118671.85 | 383199.62 | New York | 182901.99 | |
142107.34 | 91391.77 | 366168.42 | Florida | 166187.94 | |
131876.9 | 99814.71 | 362861.36 | New York | 156991.12 | |
134615.46 | 147198.87 | 127716.82 | California | 156122.51 | |
130298.13 | 145530.06 | 323876.68 | Florida | 155752.6 | |
120542.52 | 148718.95 | 311613.29 | New York | 152211.77 | |
123334.88 | 108679.17 | 304981.62 | California | 149759.96 | |
101913.08 | 110594.11 | 229160.95 | Florida | 146121.95 | |
100671.96 | 91790.61 | 249744.55 | California | 144259.4 | |
93863.75 | 127320.38 | 249839.44 | Florida | 141585.52 | |
91992.39 | 135495.07 | 252664.93 | California | 134307.35 | |
119943.24 | 156547.42 | 256512.92 | Florida | 132602.65 | |
114523.61 | 122616.84 | 261776.23 | New York | 129917.04 | |
78013.11 | 121597.55 | 264346.06 | California | 126992.93 | |
94657.16 | 145077.58 | 282574.31 | New York | 125370.37 | |
91749.16 | 114175.79 | 294919.57 | Florida | 124266.9 | |
86419.7 | 153514.11 | 0 | New York | 122776.86 | |
76253.86 | 113867.3 | 298664.47 | California | 118474.03 | |
78389.47 | 153773.43 | 299737.29 | New York | 111313.02 | |
73994.56 | 122782.75 | 303319.26 | Florida | 110352.25 | |
67532.53 | 105751.03 | 304768.73 | Florida | 108733.99 | |
77044.01 | 99281.34 | 140574.81 | New York | 108552.04 | |
64664.71 | 139553.16 | 137962.62 | California | 107404.34 | |
75328.87 | 144135.98 | 134050.07 | Florida | 105733.54 | |
72107.6 | 127864.55 | 353183.81 | New York | 105008.31 | |
66051.52 | 182645.56 | 118148.2 | Florida | 103282.38 | |
65605.48 | 153032.06 | 107138.38 | New York | 101004.64 | |
61994.48 | 115641.28 | 91131.24 | Florida | 99937.59 | |
61136.38 | 152701.92 | 88218.23 | New York | 97483.56 | |
63408.86 | 129219.61 | 46085.25 | California | 97427.84 | |
55493.95 | 103057.49 | 214634.81 | Florida | 96778.92 | |
46426.07 | 157693.92 | 210797.67 | California | 96712.8 | |
46014.02 | 85047.44 | 205517.64 | New York | 96479.51 | |
28663.76 | 127056.21 | 201126.82 | Florida | 90708.19 | |
44069.95 | 51283.14 | 197029.42 | California | 89949.14 | |
20229.59 | 65947.93 | 185265.1 | New York | 81229.06 | |
38558.51 | 82982.09 | 174999.3 | California | 81005.76 | |
28754.33 | 118546.05 | 172795.67 | California | 78239.91 | |
27892.92 | 84710.77 | 164470.71 | Florida | 77798.83 | |
23640.93 | 96189.63 | 148001.11 | California | 71498.49 | |
15505.73 | 127382.3 | 35534.17 | New York | 69758.98 | |
22177.74 | 154806.14 | 28334.72 | California | 65200.33 | |
1000.23 | 124153.04 | 1903.93 | New York | 64926.08 | |
1315.46 | 115816.21 | 297114.46 | Florida | 49490.75 | |
0 | 135426.92 | 0 | California | 42559.73 | |
542.05 | 51743.15 | 0 | New York | 35673.41 | |
0 | 116983.8 | 45173.06 | California | 14681.4 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# | |
# This file is autogenerated by pip-compile | |
# To update, run: | |
# | |
# pip-compile | |
# | |
click==7.1.2 | |
cycler==0.10.0 | |
joblib==0.17.0 | |
kiwisolver==1.3.1 | |
matplotlib==3.3.3 | |
nltk==3.5 | |
numpy==1.19.2 | |
pandas==1.1.4 | |
Pillow==8.0.1 | |
pip==20.2.4 | |
pip-tools==5.3.1 | |
pyparsing==2.4.7 | |
python-dateutil==2.8.1 | |
pytz==2020.4 | |
regex==2020.10.15 | |
scikit-learn==0.23.2 | |
scipy==1.5.4 | |
six==1.15.0 | |
sklearn==0.0 | |
threadpoolctl==2.1.0 | |
tqdm==4.50.2 | |
wheel==0.35.1 |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment