├── README.md
└── Support Resistance.ipynb
/README.md:
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1 | # SupResGenerator
2 | Automatically generate Support & Resistance Lines on charts
3 |
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/Support Resistance.ipynb:
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1 | {
2 | "metadata": {
3 | "name": "",
4 | "signature": "sha256:3556b0f245c8c65b8b2cc2cf0ce143d4ffd2d089d62f60e0f859492b9757a7bb"
5 | },
6 | "nbformat": 3,
7 | "nbformat_minor": 0,
8 | "worksheets": [
9 | {
10 | "cells": [
11 | {
12 | "cell_type": "code",
13 | "collapsed": false,
14 | "input": [
15 | "%pylab inline\n",
16 | "import pandas as pd\n",
17 | "import datetime\n",
18 | "import pandas.io.data as web\n",
19 | "from sklearn.cluster import MeanShift, estimate_bandwidth\n",
20 | "\n",
21 | "import plotly.plotly\n",
22 | "plotly.offline.init_notebook_mode()\n",
23 | "from plotly.tools import FigureFactory as FF\n",
24 | "\n",
25 | "plt.style.use('ggplot')"
26 | ],
27 | "language": "python",
28 | "metadata": {},
29 | "outputs": [
30 | {
31 | "output_type": "stream",
32 | "stream": "stdout",
33 | "text": [
34 | "Populating the interactive namespace from numpy and matplotlib\n"
35 | ]
36 | }
37 | ],
38 | "prompt_number": 27
39 | },
40 | {
41 | "cell_type": "code",
42 | "collapsed": false,
43 | "input": [
44 | "#Get Security Data\n",
45 | "start = datetime.datetime(2010,1,1)\n",
46 | "end = datetime.datetime.today()\n",
47 | "ticker = \"SPY\"\n",
48 | "Stk = web.DataReader(ticker,\"yahoo\",start, end)"
49 | ],
50 | "language": "python",
51 | "metadata": {},
52 | "outputs": [],
53 | "prompt_number": 39
54 | },
55 | {
56 | "cell_type": "code",
57 | "collapsed": false,
58 | "input": [
59 | "SPY.head()"
60 | ],
61 | "language": "python",
62 | "metadata": {},
63 | "outputs": [
64 | {
65 | "html": [
66 | "\n",
67 | "
\n",
68 | " \n",
69 | " \n",
70 | " | \n",
71 | " Open | \n",
72 | " High | \n",
73 | " Low | \n",
74 | " Close | \n",
75 | " Volume | \n",
76 | " Adj Close | \n",
77 | "
\n",
78 | " \n",
79 | " | Date | \n",
80 | " | \n",
81 | " | \n",
82 | " | \n",
83 | " | \n",
84 | " | \n",
85 | " | \n",
86 | "
\n",
87 | " \n",
88 | " \n",
89 | " \n",
90 | " | 1993-01-29 | \n",
91 | " 43.9687 | \n",
92 | " 43.9687 | \n",
93 | " 43.7500 | \n",
94 | " 43.9375 | \n",
95 | " 1003200 | \n",
96 | " 28.455368 | \n",
97 | "
\n",
98 | " \n",
99 | " | 1993-02-01 | \n",
100 | " 43.9687 | \n",
101 | " 44.2500 | \n",
102 | " 43.9687 | \n",
103 | " 44.2500 | \n",
104 | " 480500 | \n",
105 | " 28.657753 | \n",
106 | "
\n",
107 | " \n",
108 | " | 1993-02-02 | \n",
109 | " 44.2187 | \n",
110 | " 44.3750 | \n",
111 | " 44.1250 | \n",
112 | " 44.3437 | \n",
113 | " 201300 | \n",
114 | " 28.718437 | \n",
115 | "
\n",
116 | " \n",
117 | " | 1993-02-03 | \n",
118 | " 44.4062 | \n",
119 | " 44.8437 | \n",
120 | " 44.3750 | \n",
121 | " 44.8125 | \n",
122 | " 529400 | \n",
123 | " 29.022047 | \n",
124 | "
\n",
125 | " \n",
126 | " | 1993-02-04 | \n",
127 | " 44.9687 | \n",
128 | " 45.0937 | \n",
129 | " 44.4687 | \n",
130 | " 45.0000 | \n",
131 | " 531500 | \n",
132 | " 29.143478 | \n",
133 | "
\n",
134 | " \n",
135 | "
\n",
136 | "