From cc87cea8cde80f01c3a9c9d4350202ae2e674c09 Mon Sep 17 00:00:00 2001 From: Julian97s <124013438+Julian97s@users.noreply.github.com> Date: Sat, 3 Aug 2024 18:36:20 -0700 Subject: [PATCH] done --- Tutorial.ipynb | 639 ++++++++++++++++++++++++++++++++++++++++++++++--- cryptos.xlsx | Bin 24125 -> 20473 bytes 2 files changed, 603 insertions(+), 36 deletions(-) diff --git a/Tutorial.ipynb b/Tutorial.ipynb index a643348..3e4cecd 100644 --- a/Tutorial.ipynb +++ b/Tutorial.ipynb @@ -128,9 +128,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "4" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "2 + 2" ] @@ -179,7 +190,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "metadata": {}, "outputs": [], "source": [ @@ -201,7 +212,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "metadata": {}, "outputs": [], "source": [ @@ -211,9 +222,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 29, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ], + "text/plain": [ + " OpenPrice HighPrice LowPrice ClosePrice Volume\n", + "CloseTime \n", + "2024-07-27 19:00:00 68601.0 68673.2 67734.2 68286.0 174.969764\n", + "2024-07-27 20:00:00 68286.0 68394.3 66624.3 67796.7 650.875458\n", + "2024-07-27 21:00:00 67796.7 69100.0 67620.0 68842.6 416.694960\n", + "2024-07-27 22:00:00 68842.7 68842.7 68536.8 68634.6 103.581315\n", + "2024-07-27 23:00:00 68634.6 68634.6 67791.2 67900.8 252.817795" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "btc.head()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "DatetimeIndex: 175 entries, 2024-07-27 19:00:00 to 2024-08-04 01:00:00\n", + "Data columns (total 5 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 OpenPrice 175 non-null float64\n", + " 1 HighPrice 175 non-null float64\n", + " 2 LowPrice 175 non-null float64\n", + " 3 ClosePrice 175 non-null float64\n", + " 4 Volume 175 non-null float64\n", + "dtypes: float64(5)\n", + "memory usage: 8.2 KB\n" + ] + } + ], "source": [ "btc.info()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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OpenPriceHighPriceLowPriceClosePriceVolume
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2024-07-27 19:00:003250.763262.793232.983262.79762.652846
2024-07-27 20:00:003262.173262.173195.003242.85611.756423
2024-07-27 21:00:003242.183293.443234.813281.99937.487925
2024-07-27 22:00:003281.993288.843276.283277.11237.947821
2024-07-27 23:00:003274.973274.973247.853249.22161.761533
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" + ], + "text/plain": [ + " OpenPrice HighPrice LowPrice ClosePrice Volume\n", + "CloseTime \n", + "2024-07-27 19:00:00 3250.76 3262.79 3232.98 3262.79 762.652846\n", + "2024-07-27 20:00:00 3262.17 3262.17 3195.00 3242.85 611.756423\n", + "2024-07-27 21:00:00 3242.18 3293.44 3234.81 3281.99 937.487925\n", + "2024-07-27 22:00:00 3281.99 3288.84 3276.28 3277.11 237.947821\n", + "2024-07-27 23:00:00 3274.97 3274.97 3247.85 3249.22 161.761533" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "eth.head()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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OpenPriceHighPriceLowPriceClosePriceVolume
CloseTime
2024-07-27 19:00:003250.763262.793232.983262.79762.652846
2024-07-27 20:00:003262.173262.173195.003242.85611.756423
2024-07-27 21:00:003242.183293.443234.813281.99937.487925
2024-07-27 22:00:003281.993288.843276.283277.11237.947821
2024-07-27 23:00:003274.973274.973247.853249.22161.761533
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" + ], + "text/plain": [ + " OpenPrice HighPrice LowPrice ClosePrice Volume\n", + "CloseTime \n", + "2024-07-27 19:00:00 3250.76 3262.79 3232.98 3262.79 762.652846\n", + "2024-07-27 20:00:00 3262.17 3262.17 3195.00 3242.85 611.756423\n", + "2024-07-27 21:00:00 3242.18 3293.44 3234.81 3281.99 937.487925\n", + "2024-07-27 22:00:00 3281.99 3288.84 3276.28 3277.11 237.947821\n", + "2024-07-27 23:00:00 3274.97 3274.97 3247.85 3249.22 161.761533" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "eth.head()" ] @@ -421,7 +936,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 42, "metadata": {}, "outputs": [], "source": [ @@ -431,9 +946,38 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 43, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + " \n", + "
\n", + " \n", + " Loading BokehJS ...\n", + "
\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": "'use strict';\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n function drop(id) {\n const view = Bokeh.index.get_by_id(id)\n if (view != null) {\n view.model.document.clear()\n Bokeh.index.delete(view)\n }\n }\n\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n\n // Clean up Bokeh references\n if (id != null) {\n drop(id)\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim()\n drop(id)\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
  • \\n\"+\n \"
  • use INLINE resources instead, as so:
  • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"c3890163-98c3-4c4b-b863-f98785f516f4\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.1.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"c3890163-98c3-4c4b-b863-f98785f516f4\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", + "application/vnd.bokehjs_load.v0+json": "" + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "output_notebook()" ] @@ -447,16 +991,39 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
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"p1.yaxis.axis_label = 'Price'\n", "\n", - "p1.line(btc.index, btc['ClosePrice'], color='#f2a900', legend='Bitcoin')\n", + "p1.line(btc.index, btc['ClosePrice'], color='#f2a900', legend_label='Bitcoin')\n", "#p1.line(eth.index, eth['ClosePrice'], color='#A6CEE3', legend='Ether')\n", "\n", "p1.legend.location = \"top_left\"\n", @@ -484,7 +1051,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 58, "metadata": {}, "outputs": [], "source": [ @@ -500,7 +1067,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 59, "metadata": {}, "outputs": [], "source": [ @@ -509,7 +1076,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 60, "metadata": {}, "outputs": [], "source": [ @@ -525,11 +1092,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 61, "metadata": {}, "outputs": [], "source": [ - "writer.save()" + "writer.close()" ] }, { @@ -574,7 +1141,7 @@ "name": "python", 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