{
"cells": [
{
"cell_type": "code",
"execution_count": 9,
"id": "sublime-jungle",
"metadata": {},
"outputs": [
{
"ename": "SyntaxError",
"evalue": "invalid syntax (2178465500.py, line 1)",
"output_type": "error",
"traceback": [
"\u001b[0;36m File \u001b[0;32m\"/var/folders/q0/8v33llq51sj14jdhw1s7f1mr0000gn/T/ipykernel_87213/2178465500.py\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m ---\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
]
}
],
"source": [
"---\n",
"title: Upload file demo\n",
"description: Stocks visualization\n",
"show-code: False\n",
"params:\n",
" filename:\n",
" input: file\n",
" label: Please upload CSV file\n",
"---"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "bright-captain",
"metadata": {},
"outputs": [],
"source": [
"filename = \"AA.csv\""
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "settled-philippines",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"import time\n",
"import plotly as py\n",
"import plotly.graph_objs as go\n",
"import plotly.express as px\n",
"from plotly.offline import init_notebook_mode\n",
"import plotly.graph_objects as go\n",
"init_notebook_mode(connected = True)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "steady-nerve",
"metadata": {},
"outputs": [],
"source": [
"df = pd.read_csv(filename)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "chief-dream",
"metadata": {
"scrolled": false
},
"outputs": [],
"source": [
"df.Date = pd.to_datetime(df.Date)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "arbitrary-alexandria",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"config": {
"plotlyServerURL": "https://plot.ly"
},
"data": [
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"legendgroup": "",
"line": {
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"dash": "solid"
},
"marker": {
"symbol": "circle"
},
"mode": "lines",
"name": "",
"showlegend": false,
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"fig = px.line(df, x='Date', y='High', title='Line graph of High')\n",
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" rangeselector=dict(\n",
" buttons=list([\n",
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" )\n",
")\n",
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]
},
{
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"id": "cleared-potential",
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""
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],
"source": [
"print(\"Bar plot. Dropping value colored red, rising value colored green.\")\n",
"df3 = df.drop(['Open', 'Adj Close', 'Low', 'Close', 'Volume'], axis=1)\n",
"colors = ['red' if df3['High'][i+1] < df3['High'][i] else 'green' for i in range(len(df3)-1)]\n",
"\n",
"dataTrace = go.Bar(x=df3['Date'], y=df3['High'], marker=dict(color=colors), name='Data')\n",
"fig2 = go.Figure(data=dataTrace)\n",
"fig2.update_xaxes(\n",
" rangeselector=dict(\n",
" buttons=list([\n",
" dict(count=1, label=\"1m\", step=\"month\", stepmode=\"backward\"),\n",
" dict(count=6, label=\"6m\", step=\"month\", stepmode=\"backward\"),\n",
" dict(count=1, label=\"1y\", step=\"year\", stepmode=\"backward\"),\n",
" dict(step=\"all\")\n",
" ])\n",
" )\n",
")\n",
"fig2.show()"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "responsible-venture",
"metadata": {},
"outputs": [
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"title": {
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{
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"text/html": [
""
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"source": [
"fig3 = go.Figure(data=go.Ohlc(x=df['Date'],\n",
" open=df['Open'],\n",
" high=df['High'],\n",
" low=df['Low'],\n",
" close=df['Close']))\n",
"fig3.update_xaxes(\n",
" rangeselector=dict(\n",
" buttons=list([\n",
" dict(count=1, label=\"1m\", step=\"month\", stepmode=\"backward\"),\n",
" dict(count=6, label=\"6m\", step=\"month\", stepmode=\"backward\"),\n",
" dict(count=1, label=\"1y\", step=\"year\", stepmode=\"backward\"),\n",
" dict(step=\"all\")\n",
" ])\n",
" )\n",
")\n",
"fig3.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "growing-burner",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "transparent-transcript",
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"source": []
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