notebooks/time_series_from_daru.ipynb
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"<table><tr><th colspan=\"2\">Daru::Vector:30499660 size: 100</th></tr><tr><th> </th><th>nil</th></tr><tr><td>2012-02-01T00:00:00+00:00</td><td>3</td></tr><tr><td>2012-02-02T00:00:00+00:00</td><td>5</td></tr><tr><td>2012-02-03T00:00:00+00:00</td><td>4</td></tr><tr><td>2012-02-04T00:00:00+00:00</td><td>1</td></tr><tr><td>2012-02-05T00:00:00+00:00</td><td>2</td></tr><tr><td>2012-02-06T00:00:00+00:00</td><td>3</td></tr><tr><td>2012-02-07T00:00:00+00:00</td><td>1</td></tr><tr><td>2012-02-08T00:00:00+00:00</td><td>4</td></tr><tr><td>2012-02-09T00:00:00+00:00</td><td>5</td></tr><tr><td>2012-02-10T00:00:00+00:00</td><td>2</td></tr><tr><td>2012-02-11T00:00:00+00:00</td><td>5</td></tr><tr><td>2012-02-12T00:00:00+00:00</td><td>4</td></tr><tr><td>2012-02-13T00:00:00+00:00</td><td>2</td></tr><tr><td>2012-02-14T00:00:00+00:00</td><td>1</td></tr><tr><td>2012-02-15T00:00:00+00:00</td><td>3</td></tr><tr><td>2012-02-16T00:00:00+00:00</td><td>2</td></tr><tr><td>2012-02-17T00:00:00+00:00</td><td>5</td></tr><tr><td>2012-02-18T00:00:00+00:00</td><td>3</td></tr><tr><td>2012-02-19T00:00:00+00:00</td><td>1</td></tr><tr><td>2012-02-20T00:00:00+00:00</td><td>4</td></tr><tr><td>2012-02-21T00:00:00+00:00</td><td>2</td></tr><tr><td>2012-02-22T00:00:00+00:00</td><td>4</td></tr><tr><td>2012-02-23T00:00:00+00:00</td><td>3</td></tr><tr><td>2012-02-24T00:00:00+00:00</td><td>1</td></tr><tr><td>2012-02-25T00:00:00+00:00</td><td>5</td></tr><tr><td>2012-02-26T00:00:00+00:00</td><td>4</td></tr><tr><td>2012-02-27T00:00:00+00:00</td><td>5</td></tr><tr><td>2012-02-28T00:00:00+00:00</td><td>3</td></tr><tr><td>2012-02-29T00:00:00+00:00</td><td>2</td></tr><tr><td>2012-03-01T00:00:00+00:00</td><td>1</td></tr><tr><td>2012-03-02T00:00:00+00:00</td><td>4</td></tr><tr><td>2012-03-03T00:00:00+00:00</td><td>1</td></tr><tr><td>...</td><td>...</td></tr><tr><td>2012-05-10T00:00:00+00:00</td><td></td></tr></table>"
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"\n",
"#<Daru::Vector:30499660 @name = nil @size = 100 >\n",
" nil\n",
"2012-02-01T00:00:00+ 3\n",
"2012-02-02T00:00:00+ 5\n",
"2012-02-03T00:00:00+ 4\n",
"2012-02-04T00:00:00+ 1\n",
"2012-02-05T00:00:00+ 2\n",
"2012-02-06T00:00:00+ 3\n",
"2012-02-07T00:00:00+ 1\n",
"2012-02-08T00:00:00+ 4\n",
"2012-02-09T00:00:00+ 5\n",
"2012-02-10T00:00:00+ 2\n",
"2012-02-11T00:00:00+ 5\n",
"2012-02-12T00:00:00+ 4\n",
"2012-02-13T00:00:00+ 2\n",
"2012-02-14T00:00:00+ 1\n",
"2012-02-15T00:00:00+ 3\n",
"2012-02-16T00:00:00+ 2\n",
"2012-02-17T00:00:00+ 5\n",
" ... ...\n"
]
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"metadata": {},
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],
"source": [
"require 'daru'\n",
"require 'gnuplotrb'\n",
"include GnuplotRB\n",
"\n",
"index = Daru::DateTimeIndex.date_range(:start => DateTime.new(2012,2,1), periods: 100)\n",
"vector = Daru::Vector.new(Array.new(10){ [1,2,3,4,5].shuffle }.flatten, index: index)"
]
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{
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{
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"\t<path stroke='black' d='M37.3,408.0 L46.3,408.0 M575.0,408.0 L566.0,408.0 '/>\t<g transform=\"translate(29.0,412.5)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\" text-anchor=\"end\">\n",
"\t\t<text><tspan font-family=\"Arial\" > 0</tspan></text>\n",
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"\t<path stroke='black' d='M37.3,81.9 L46.3,81.9 M575.0,81.9 L566.0,81.9 '/>\t<g transform=\"translate(29.0,86.4)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\" text-anchor=\"end\">\n",
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"\t<g id=\"gnuplot_plot_1\" ><title>gnuplot_plot_1</title>\n",
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"text/plain": [
"#<GnuplotRB::Plot:0x00000003b20130 @options=Hamster::Hash[:xdata => \"time\", :yrange => 0..6, :timefmt => \"%Y-%m-%dT%H:%M:%S\", :xrange => [\"[\\\"2012-02-16\\\":\\\"2012-02-26\\\"]\"], :format_x => \"%d\\\\n%b\\\\n%Y\"], @datasets=Hamster::Vector[#<GnuplotRB::Dataset:0x00000003a77f08 @type=:datablock, @data=#<GnuplotRB::Datablock:0x00000003a77d28 @stored_in_file=false, @data=\"2012-02-01T00:00:00+00:00 3\\n2012-02-02T00:00:00+00:00 5\\n2012-02-03T00:00:00+00:00 4\\n2012-02-04T00:00:00+00:00 1\\n2012-02-05T00:00:00+00:00 2\\n2012-02-06T00:00:00+00:00 3\\n2012-02-07T00:00:00+00:00 1\\n2012-02-08T00:00:00+00:00 4\\n2012-02-09T00:00:00+00:00 5\\n2012-02-10T00:00:00+00:00 2\\n2012-02-11T00:00:00+00:00 5\\n2012-02-12T00:00:00+00:00 4\\n2012-02-13T00:00:00+00:00 2\\n2012-02-14T00:00:00+00:00 1\\n2012-02-15T00:00:00+00:00 3\\n2012-02-16T00:00:00+00:00 2\\n2012-02-17T00:00:00+00:00 5\\n2012-02-18T00:00:00+00:00 3\\n2012-02-19T00:00:00+00:00 1\\n2012-02-20T00:00:00+00:00 4\\n2012-02-21T00:00:00+00:00 2\\n2012-02-22T00:00:00+00:00 4\\n2012-02-23T00:00:00+00:00 3\\n2012-02-24T00:00:00+00:00 1\\n2012-02-25T00:00:00+00:00 5\\n2012-02-26T00:00:00+00:00 4\\n2012-02-27T00:00:00+00:00 5\\n2012-02-28T00:00:00+00:00 3\\n2012-02-29T00:00:00+00:00 2\\n2012-03-01T00:00:00+00:00 1\\n2012-03-02T00:00:00+00:00 4\\n2012-03-03T00:00:00+00:00 1\\n2012-03-04T00:00:00+00:00 5\\n2012-03-05T00:00:00+00:00 2\\n2012-03-06T00:00:00+00:00 3\\n2012-03-07T00:00:00+00:00 1\\n2012-03-08T00:00:00+00:00 3\\n2012-03-09T00:00:00+00:00 2\\n2012-03-10T00:00:00+00:00 4\\n2012-03-11T00:00:00+00:00 5\\n2012-03-12T00:00:00+00:00 4\\n2012-03-13T00:00:00+00:00 2\\n2012-03-14T00:00:00+00:00 5\\n2012-03-15T00:00:00+00:00 3\\n2012-03-16T00:00:00+00:00 1\\n2012-03-17T00:00:00+00:00 5\\n2012-03-18T00:00:00+00:00 2\\n2012-03-19T00:00:00+00:00 4\\n2012-03-20T00:00:00+00:00 1\\n2012-03-21T00:00:00+00:00 3\\n2012-03-22T00:00:00+00:00 \\n2012-03-23T00:00:00+00:00 \\n2012-03-24T00:00:00+00:00 \\n2012-03-25T00:00:00+00:00 \\n2012-03-26T00:00:00+00:00 \\n2012-03-27T00:00:00+00:00 \\n2012-03-28T00:00:00+00:00 \\n2012-03-29T00:00:00+00:00 \\n2012-03-30T00:00:00+00:00 \\n2012-03-31T00:00:00+00:00 \\n2012-04-01T00:00:00+00:00 \\n2012-04-02T00:00:00+00:00 \\n2012-04-03T00:00:00+00:00 \\n2012-04-04T00:00:00+00:00 \\n2012-04-05T00:00:00+00:00 \\n2012-04-06T00:00:00+00:00 \\n2012-04-07T00:00:00+00:00 \\n2012-04-08T00:00:00+00:00 \\n2012-04-09T00:00:00+00:00 \\n2012-04-10T00:00:00+00:00 \\n2012-04-11T00:00:00+00:00 \\n2012-04-12T00:00:00+00:00 \\n2012-04-13T00:00:00+00:00 \\n2012-04-14T00:00:00+00:00 \\n2012-04-15T00:00:00+00:00 \\n2012-04-16T00:00:00+00:00 \\n2012-04-17T00:00:00+00:00 \\n2012-04-18T00:00:00+00:00 \\n2012-04-19T00:00:00+00:00 \\n2012-04-20T00:00:00+00:00 \\n2012-04-21T00:00:00+00:00 \\n2012-04-22T00:00:00+00:00 \\n2012-04-23T00:00:00+00:00 \\n2012-04-24T00:00:00+00:00 \\n2012-04-25T00:00:00+00:00 \\n2012-04-26T00:00:00+00:00 \\n2012-04-27T00:00:00+00:00 \\n2012-04-28T00:00:00+00:00 \\n2012-04-29T00:00:00+00:00 \\n2012-04-30T00:00:00+00:00 \\n2012-05-01T00:00:00+00:00 \\n2012-05-02T00:00:00+00:00 \\n2012-05-03T00:00:00+00:00 \\n2012-05-04T00:00:00+00:00 \\n2012-05-05T00:00:00+00:00 \\n2012-05-06T00:00:00+00:00 \\n2012-05-07T00:00:00+00:00 \\n2012-05-08T00:00:00+00:00 \\n2012-05-09T00:00:00+00:00 \\n2012-05-10T00:00:00+00:00 \\n\">, @options=Hamster::Hash[:using => \"1:2\", :with => \"linespoints\", :title => nil]>], @cmd=\"plot \">"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"vector_plot.xrange('[\"2012-02-16\":\"2012-02-26\"]')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"df = Daru::DataFrame.new({\n",
" 'Sales by Bill' => [1, 2, 3, 4, 5].shuffle,\n",
" 'Sales by Martin' => [1, 2, 3, 4, 5].shuffle,\n",
" },\n",
" index: index\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [
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},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"p = Plot.new(\n",
" df,\n",
" style_data: 'linespoints',\n",
" yrange: 0..6\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Format of datetime may be changed with *format_x* option:"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
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\\n2012-05-01T00:00:00+00:00 \\n2012-05-02T00:00:00+00:00 \\n2012-05-03T00:00:00+00:00 \\n2012-05-04T00:00:00+00:00 \\n2012-05-05T00:00:00+00:00 \\n2012-05-06T00:00:00+00:00 \\n2012-05-07T00:00:00+00:00 \\n2012-05-08T00:00:00+00:00 \\n2012-05-09T00:00:00+00:00 \\n2012-05-10T00:00:00+00:00 \\n\">, @options=Hamster::Hash[:using => \"1:2\", :title => \"Sales by Bill\"]>, #<GnuplotRB::Dataset:0x00000003c11198 @type=:datablock, @data=#<GnuplotRB::Datablock:0x00000003c10fb8 @stored_in_file=false, @data=\"2012-02-01T00:00:00+00:00 1\\n2012-02-02T00:00:00+00:00 5\\n2012-02-03T00:00:00+00:00 2\\n2012-02-04T00:00:00+00:00 4\\n2012-02-05T00:00:00+00:00 3\\n2012-02-06T00:00:00+00:00 \\n2012-02-07T00:00:00+00:00 \\n2012-02-08T00:00:00+00:00 \\n2012-02-09T00:00:00+00:00 \\n2012-02-10T00:00:00+00:00 \\n2012-02-11T00:00:00+00:00 \\n2012-02-12T00:00:00+00:00 \\n2012-02-13T00:00:00+00:00 \\n2012-02-14T00:00:00+00:00 \\n2012-02-15T00:00:00+00:00 \\n2012-02-16T00:00:00+00:00 \\n2012-02-17T00:00:00+00:00 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]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"p.format_x('%d/%m\\n%H:%M')"
]
}
],
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"language": "ruby",
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