|
| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "markdown", |
| 5 | + "metadata": {}, |
| 6 | + "source": [ |
| 7 | + "### Getting Started With Chart Data" |
| 8 | + ] |
| 9 | + }, |
| 10 | + { |
| 11 | + "cell_type": "code", |
| 12 | + "execution_count": 9, |
| 13 | + "metadata": {}, |
| 14 | + "outputs": [], |
| 15 | + "source": [ |
| 16 | + "from pprint import pprint\n", |
| 17 | + "from fmp_py.fmp_charts import FmpCharts\n", |
| 18 | + "import pendulum\n", |
| 19 | + "\n", |
| 20 | + "yesterday = pendulum.yesterday().to_date_string()\n", |
| 21 | + "four_year_age = pendulum.now().subtract(years=4).to_date_string()" |
| 22 | + ] |
| 23 | + }, |
| 24 | + { |
| 25 | + "cell_type": "markdown", |
| 26 | + "metadata": {}, |
| 27 | + "source": [ |
| 28 | + "## Basic Historical Data" |
| 29 | + ] |
| 30 | + }, |
| 31 | + { |
| 32 | + "cell_type": "code", |
| 33 | + "execution_count": 10, |
| 34 | + "metadata": {}, |
| 35 | + "outputs": [ |
| 36 | + { |
| 37 | + "name": "stdout", |
| 38 | + "output_type": "stream", |
| 39 | + "text": [ |
| 40 | + " open low high close volume\n", |
| 41 | + "date \n", |
| 42 | + "2020-07-27 93.71 93.48 94.91 94.81 121214192\n", |
| 43 | + "2020-07-28 94.37 93.25 94.55 93.25 103625500\n", |
| 44 | + "2020-07-29 93.75 93.71 95.23 95.04 90329256\n", |
| 45 | + "2020-07-30 94.19 93.77 96.30 96.19 158130020\n", |
| 46 | + "2020-07-31 102.88 100.83 106.42 106.26 374295468\n", |
| 47 | + "... ... ... ... ... ...\n", |
| 48 | + "2024-07-19 224.82 223.28 226.80 224.31 49151453\n", |
| 49 | + "2024-07-22 227.01 223.09 227.78 223.96 48201835\n", |
| 50 | + "2024-07-23 224.37 222.68 226.94 225.01 39960260\n", |
| 51 | + "2024-07-24 224.00 217.13 224.80 218.54 61777576\n", |
| 52 | + "2024-07-25 218.93 214.62 220.85 217.49 51391199\n", |
| 53 | + "\n", |
| 54 | + "[1006 rows x 5 columns]\n" |
| 55 | + ] |
| 56 | + } |
| 57 | + ], |
| 58 | + "source": [ |
| 59 | + "fmp = FmpCharts(symbol=\"AAPL\", from_date=four_year_age, to_date=yesterday)\n", |
| 60 | + "\n", |
| 61 | + "pprint(fmp.return_chart())" |
| 62 | + ] |
| 63 | + }, |
| 64 | + { |
| 65 | + "cell_type": "markdown", |
| 66 | + "metadata": {}, |
| 67 | + "source": [ |
| 68 | + "## Add SMA Indicator to Data" |
| 69 | + ] |
| 70 | + }, |
| 71 | + { |
| 72 | + "cell_type": "code", |
| 73 | + "execution_count": 11, |
| 74 | + "metadata": {}, |
| 75 | + "outputs": [ |
| 76 | + { |
| 77 | + "name": "stdout", |
| 78 | + "output_type": "stream", |
| 79 | + "text": [ |
| 80 | + " open low high close volume sma14\n", |
| 81 | + "date \n", |
| 82 | + "2020-07-27 93.71 93.48 94.91 94.81 121214192 94.81\n", |
| 83 | + "2020-07-28 94.37 93.25 94.55 93.25 103625500 94.03\n", |
| 84 | + "2020-07-29 93.75 93.71 95.23 95.04 90329256 94.37\n", |
| 85 | + "2020-07-30 94.19 93.77 96.30 96.19 158130020 94.82\n", |
| 86 | + "2020-07-31 102.88 100.83 106.42 106.26 374295468 97.11\n", |
| 87 | + "... ... ... ... ... ... ...\n", |
| 88 | + "2024-07-19 224.82 223.28 226.80 224.31 49151453 227.08\n", |
| 89 | + "2024-07-22 227.01 223.09 227.78 223.96 48201835 227.59\n", |
| 90 | + "2024-07-23 224.37 222.68 226.94 225.01 39960260 227.93\n", |
| 91 | + "2024-07-24 224.00 217.13 224.80 218.54 61777576 227.72\n", |
| 92 | + "2024-07-25 218.93 214.62 220.85 217.49 51391199 227.08\n", |
| 93 | + "\n", |
| 94 | + "[1006 rows x 6 columns]\n" |
| 95 | + ] |
| 96 | + } |
| 97 | + ], |
| 98 | + "source": [ |
| 99 | + "fmp.sma(14)\n", |
| 100 | + "\n", |
| 101 | + "pprint(fmp.return_chart())" |
| 102 | + ] |
| 103 | + }, |
| 104 | + { |
| 105 | + "cell_type": "markdown", |
| 106 | + "metadata": {}, |
| 107 | + "source": [ |
| 108 | + "## Add RSI Indicator to Data" |
| 109 | + ] |
| 110 | + }, |
| 111 | + { |
| 112 | + "cell_type": "code", |
| 113 | + "execution_count": 12, |
| 114 | + "metadata": {}, |
| 115 | + "outputs": [ |
| 116 | + { |
| 117 | + "name": "stdout", |
| 118 | + "output_type": "stream", |
| 119 | + "text": [ |
| 120 | + " open low high close volume sma14 rsi14\n", |
| 121 | + "date \n", |
| 122 | + "2020-07-27 93.71 93.48 94.91 94.81 121214192 94.81 100.00\n", |
| 123 | + "2020-07-28 94.37 93.25 94.55 93.25 103625500 94.03 0.00\n", |
| 124 | + "2020-07-29 93.75 93.71 95.23 95.04 90329256 94.37 55.27\n", |
| 125 | + "2020-07-30 94.19 93.77 96.30 96.19 158130020 94.82 67.64\n", |
| 126 | + "2020-07-31 102.88 100.83 106.42 106.26 374295468 97.11 91.03\n", |
| 127 | + "... ... ... ... ... ... ... ...\n", |
| 128 | + "2024-07-19 224.82 223.28 226.80 224.31 49151453 227.08 57.05\n", |
| 129 | + "2024-07-22 227.01 223.09 227.78 223.96 48201835 227.59 56.54\n", |
| 130 | + "2024-07-23 224.37 222.68 226.94 225.01 39960260 227.93 57.76\n", |
| 131 | + "2024-07-24 224.00 217.13 224.80 218.54 61777576 227.72 48.69\n", |
| 132 | + "2024-07-25 218.93 214.62 220.85 217.49 51391199 227.08 47.39\n", |
| 133 | + "\n", |
| 134 | + "[1006 rows x 7 columns]\n" |
| 135 | + ] |
| 136 | + } |
| 137 | + ], |
| 138 | + "source": [ |
| 139 | + "fmp.rsi(14)\n", |
| 140 | + "\n", |
| 141 | + "pprint(fmp.return_chart())" |
| 142 | + ] |
| 143 | + } |
| 144 | + ], |
| 145 | + "metadata": { |
| 146 | + "kernelspec": { |
| 147 | + "display_name": "fmp-py-m43qA0g1-py3.12", |
| 148 | + "language": "python", |
| 149 | + "name": "python3" |
| 150 | + }, |
| 151 | + "language_info": { |
| 152 | + "codemirror_mode": { |
| 153 | + "name": "ipython", |
| 154 | + "version": 3 |
| 155 | + }, |
| 156 | + "file_extension": ".py", |
| 157 | + "mimetype": "text/x-python", |
| 158 | + "name": "python", |
| 159 | + "nbconvert_exporter": "python", |
| 160 | + "pygments_lexer": "ipython3", |
| 161 | + "version": "3.12.4" |
| 162 | + } |
| 163 | + }, |
| 164 | + "nbformat": 4, |
| 165 | + "nbformat_minor": 2 |
| 166 | +} |
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