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{
"cell_type": "code",
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"input": [
"require 'nyaplot'\n",
"require 'mapnya'"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
""
],
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"output_type": "pyout",
"prompt_number": 1,
"text": [
"\"if(window['d3'] === undefined ||\\n window['Nyaplot'] === undefined){\\n var path = {\\\"d3\\\":\\\"http://d3js.org/d3.v3.min\\\"};\\n\\n\\n\\n var shim = {\\\"d3\\\":{\\\"exports\\\":\\\"d3\\\"}};\\n\\n require.config({paths: path, shim:shim});\\n\\n\\nrequire(['d3'], function(d3){window['d3']=d3;console.log('finished loading d3');\\n\\n\\tvar script = d3.select(\\\"head\\\")\\n\\t .append(\\\"script\\\")\\n\\t .attr(\\\"src\\\", \\\"http://cdn.rawgit.com/domitry/Nyaplotjs/master/release/nyaplot.js\\\")\\n\\t .attr(\\\"async\\\", true);\\n\\n\\tscript[0][0].onload = script[0][0].onreadystatechange = function(){\\n\\n\\n\\t var event = document.createEvent(\\\"HTMLEvents\\\");\\n\\t event.initEvent(\\\"load_nyaplot\\\",false,false);\\n\\t window.dispatchEvent(event);\\n\\t console.log('Finished loading Nyaplotjs');\\n\\n\\t};\\n\\n\\n});\\n}\\n\""
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"html": [
""
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"\"if(window['d3'] === undefined ||\\n window['Nyaplot'] === undefined){\\n var path = {\\\"d3\\\":\\\"http://d3js.org/d3.v3.min\\\",\\\"Mapnya\\\":\\\"http://cdn.rawgit.com/domitry/nyaplot/master/lib/mapnya/js/release/mapnya\\\"};\\n\\n\\n\\n var shim = {\\\"d3\\\":{\\\"exports\\\":\\\"d3\\\"},\\\"Mapnya\\\":{\\\"exports\\\":\\\"Mapnya\\\"}};\\n\\n require.config({paths: path, shim:shim});\\n\\n\\nrequire(['d3'], function(d3){window['d3']=d3;console.log('finished loading d3');\\n\\n\\tvar script = d3.select(\\\"head\\\")\\n\\t .append(\\\"script\\\")\\n\\t .attr(\\\"src\\\", \\\"http://cdn.rawgit.com/domitry/Nyaplotjs/master/release/nyaplot.js\\\")\\n\\t .attr(\\\"async\\\", true);\\n\\n\\tscript[0][0].onload = script[0][0].onreadystatechange = function(){\\n\\nrequire(['Mapnya'], function(Mapnya){window['Mapnya']=Mapnya;console.log('finished loading Mapnya');\\n\\t var event = document.createEvent(\\\"HTMLEvents\\\");\\n\\t event.initEvent(\\\"load_nyaplot\\\",false,false);\\n\\t window.dispatchEvent(event);\\n\\t console.log('Finished loading Nyaplotjs');\\n});\\n\\t};\\n\\n\\n});\\n}\\n\""
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"source": [
"# Case3: Plot wind vectors on the map\n",
"Next, let's generate plot vectors on the map. I prepared the data of wind vectors on 2011/01/01, from [the website of NASA poddac](http://podaac.jpl.nasa.gov/dataset/CCMP_MEASURES_ATLAS_L4_OW_L3_0_WIND_VECTORS_FLK). I converted NetCDF distributed in the database to CSV file with [ruby-netcdf](http://www.gfd-dennou.org/arch/ruby/products/ruby-netcdf/)."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"path = File.expand_path(\"../data/wind.csv\", __FILE__)\n",
"df = Nyaplot::DataFrame.from_csv(path)"
],
"language": "python",
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{
"html": [
"| index | lat | lon | uwnd | vwnd |
|---|
| 0 | -78.375 | 0.125 | 1.733504295349121 | -3.9492156505584717 |
| 10 | -78.375 | 2.625 | 2.0234389305114746 | -4.730513095855713 |
| 20 | -78.375 | 5.125 | 2.0112311840057373 | -5.069279193878174 |
| 30 | -78.375 | 7.625 | 1.748763918876648 | -5.585057735443115 |
| 40 | -78.375 | 10.125 | 1.1780503988265991 | -6.186290740966797 |
| 50 | -78.375 | 12.625 | 1.2970762252807617 | -5.874992370605469 |
| 60 | -78.375 | 15.125 | 0.9491546154022217 | -5.469083786010742 |
| 70 | -78.375 | 17.625 | 0.47915521264076233 | -5.066226959228516 |
| 80 | -78.375 | 20.125 | 0.21973997354507446 | -4.443630695343018 |
| 90 | -78.375 | 22.625 | -0.5310382843017578 | -4.147592067718506 |
| 100 | -78.375 | 25.125 | -0.9644143581390381 | -3.9125924110412598 |
| 110 | -78.375 | 27.625 | -0.6531160473823547 | -3.5921382904052734 |
| 120 | -78.375 | 30.125 | -1.0376609563827515 | -3.26252818107605 |
| 130 | -78.375 | 32.625 | -1.287920355796814 | -2.7162301540374756 |
| 140 | -78.375 | 35.125 | -1.0620765686035156 | -2.151620626449585 |
| 150 | -78.375 | 37.625 | -0.4455838203430176 | -1.2024660110473633 |
| ... | ... | ... | ... | ... |
| 894230 | 76.625 | 357.625 | 4.30324125289917 | 5.511810779571533 |
"
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"#0, :lat=>-78.375, :lon=>0.125, :uwnd=>1.733504295349121, :vwnd=>-3.9492156505584717}, {:index=>10, :lat=>-78.375, :lon=>2.625, :uwnd=>2.0234389305114746, :vwnd=>-4.730513095855713}, {:index=>20, :lat=>-78.375, :lon=>5.125, :uwnd=>2.0112311840057373, :vwnd=>-5.069279193878174}, {:index=>30, :lat=>-78.375, :lon=>7.625, :uwnd=>1.748763918876648, :vwnd=>-5.585057735443115}, {:index=>40, :lat=>-78.375, :lon=>10.125, :uwnd=>1.1780503988265991, :vwnd=>-6.186290740966797}, {:index=>50, :lat=>-78.375, :lon=>12.625, :uwnd=>1.2970762252807617, :vwnd=>-5.874992370605469}, {:index=>60, :lat=>-78.375, :lon=>15.125, :uwnd=>0.9491546154022217, :vwnd=>-5.469083786010742}, {:index=>70, :lat=>-78.375, :lon=>17.625, :uwnd=>0.47915521264076233, :vwnd=>-5.066226959228516}, {:index=>80, :lat=>-78.375, :lon=>20.125, :uwnd=>0.21973997354507446, :vwnd=>-4.443630695343018}, {:index=>90, :lat=>-78.375, :lon=>22.625, :uwnd=>-0.5310382843017578, :vwnd=>-4.147592067718506}, {:index=>100, :lat=>-78.375, 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:lat=>76.625, :lon=>220.125, :uwnd=>2.9786972999572754, :vwnd=>-1.709088683128357}, {:index=>893690, :lat=>76.625, :lon=>222.625, :uwnd=>3.039736270904541, :vwnd=>-1.5107122659683228}, {:index=>893700, :lat=>76.625, :lon=>225.125, :uwnd=>3.0885674953460693, :vwnd=>-1.461881160736084}, {:index=>893710, :lat=>76.625, :lon=>227.625, :uwnd=>3.039736270904541, :vwnd=>-0.982725977897644}, {:index=>893720, :lat=>76.625, :lon=>230.125, :uwnd=>3.1770737171173096, :vwnd=>-0.7111029624938965}, {:index=>893730, :lat=>76.625, :lon=>232.625, :uwnd=>3.500579833984375, :vwnd=>-0.4638954997062683}, {:index=>893740, :lat=>76.625, :lon=>235.125, :uwnd=>3.6073977947235107, :vwnd=>-0.20448026061058044}, {:index=>893750, :lat=>76.625, :lon=>237.625, :uwnd=>3.3296709060668945, :vwnd=>-0.32350605726242065}, {:index=>893760, :lat=>76.625, :lon=>240.125, :uwnd=>3.2106451988220215, :vwnd=>-0.2258438616991043}, {:index=>893770, :lat=>76.625, :lon=>242.625, :uwnd=>4.037722110748291, :vwnd=>-0.29603856801986694}, 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{:index=>893880, :lat=>76.625, :lon=>270.125, :uwnd=>7.935054779052734, :vwnd=>-3.9400599002838135}, {:index=>893890, :lat=>76.625, :lon=>272.625, :uwnd=>6.161875247955322, :vwnd=>-0.158701092004776}, {:index=>893900, :lat=>76.625, :lon=>275.125, :uwnd=>5.7101874351501465, :vwnd=>3.1435024738311768}, {:index=>893910, :lat=>76.625, :lon=>277.625, :uwnd=>6.772264003753662, :vwnd=>0.29909050464630127}, {:index=>893920, :lat=>76.625, :lon=>280.125, :uwnd=>4.574864387512207, :vwnd=>-2.301165819168091}, {:index=>893930, :lat=>76.625, :lon=>282.625, :uwnd=>4.577916145324707, :vwnd=>4.1292805671691895}, {:index=>893940, :lat=>76.625, :lon=>285.125, :uwnd=>-6.119147777557373, :vwnd=>19.33406639099121}, {:index=>893950, :lat=>76.625, :lon=>287.625, :uwnd=>-9.033754348754883, :vwnd=>17.78062629699707}, {:index=>893960, :lat=>76.625, :lon=>290.125, :uwnd=>-6.341939926147461, :vwnd=>11.679789543151855}, {:index=>893970, :lat=>76.625, :lon=>292.625, :uwnd=>-6.399926662445068, :vwnd=>12.757125854492188}, {:index=>893980, :lat=>76.625, :lon=>295.125, :uwnd=>-8.698040962219238, :vwnd=>16.11426544189453}, {:index=>893990, :lat=>76.625, :lon=>297.625, :uwnd=>-5.8322649002075195, :vwnd=>15.21699333190918}, {:index=>894000, :lat=>76.625, :lon=>300.125, :uwnd=>-3.970579147338867, :vwnd=>13.764267921447754}, {:index=>894010, :lat=>76.625, :lon=>302.625, :uwnd=>-1.330647587776184, :vwnd=>14.188488006591797}, {:index=>894020, :lat=>76.625, :lon=>305.125, :uwnd=>0.665323793888092, :vwnd=>12.415308952331543}, {:index=>894030, :lat=>76.625, :lon=>307.625, :uwnd=>1.925776720046997, :vwnd=>9.720441818237305}, {:index=>894040, :lat=>76.625, :lon=>310.125, :uwnd=>1.0803881883621216, :vwnd=>14.252578735351562}, {:index=>894050, :lat=>76.625, :lon=>312.625, :uwnd=>3.4334371089935303, :vwnd=>13.114203453063965}, {:index=>894060, :lat=>76.625, :lon=>315.125, :uwnd=>6.042849063873291, :vwnd=>10.56277847290039}, {:index=>894070, :lat=>76.625, :lon=>317.625, :uwnd=>7.602392673492432, :vwnd=>7.614600658416748}, {:index=>894080, :lat=>76.625, :lon=>320.125, :uwnd=>9.906610488891602, :vwnd=>4.843435287475586}, {:index=>894090, :lat=>76.625, :lon=>322.625, :uwnd=>10.941219329833984, :vwnd=>2.621619939804077}, {:index=>894100, :lat=>76.625, :lon=>325.125, :uwnd=>11.102972984313965, :vwnd=>1.6633095741271973}, {:index=>894110, :lat=>76.625, :lon=>327.625, :uwnd=>11.646218299865723, :vwnd=>2.0264909267425537}, {:index=>894120, :lat=>76.625, :lon=>330.125, :uwnd=>12.38784122467041, :vwnd=>2.121101140975952}, {:index=>894130, :lat=>76.625, :lon=>332.625, :uwnd=>14.515046119689941, :vwnd=>1.965451955795288}, {:index=>894140, :lat=>76.625, :lon=>335.125, :uwnd=>9.39693546295166, :vwnd=>0.31129831075668335}, {:index=>894150, :lat=>76.625, :lon=>337.625, :uwnd=>1.8036988973617554, :vwnd=>-0.07629860192537308}, {:index=>894160, :lat=>76.625, :lon=>340.125, :uwnd=>0.9705182313919067, :vwnd=>0.41811633110046387}, {:index=>894170, :lat=>76.625, :lon=>342.625, :uwnd=>3.8576574325561523, :vwnd=>5.859732627868652}, {:index=>894180, :lat=>76.625, :lon=>345.125, :uwnd=>4.486357688903809, :vwnd=>7.690898895263672}, {:index=>894190, :lat=>76.625, :lon=>347.625, :uwnd=>4.507721424102783, :vwnd=>8.252456665039062}, {:index=>894200, :lat=>76.625, :lon=>350.125, :uwnd=>4.498565673828125, :vwnd=>8.710247993469238}, {:index=>894210, :lat=>76.625, :lon=>352.625, :uwnd=>3.9003844261169434, :vwnd=>8.572911262512207}, {:index=>894220, :lat=>76.625, :lon=>355.125, :uwnd=>4.272721767425537, :vwnd=>6.61356258392334}, {:index=>894230, :lat=>76.625, :lon=>357.625, :uwnd=>4.30324125289917, :vwnd=>5.511810779571533}]>"
]
}
],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# Evil pre-processing of data\n",
"df.filter!{|row| !(row[:lon] < 200 && row[:lon] > 175)}\n",
"df.each_row{|row| row[:uwnd] = row[:uwnd]/3; row[:vwnd] = row[:vwnd]/3}\n",
"\"\""
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 3,
"text": [
"\"\""
]
}
],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"plot = Nyaplot::MapPlot.new\n",
"vectors = plot.add_with_df(df, :vectors, :lon, :lat)\n",
"vectors.dx(:uwnd)\n",
"vectors.dy(:vwnd)\n",
"plot.show"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"\n",
"\n"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 4,
"text": [
"#[#[#:vectors, :options=>{:x=>:lon, :y=>:lat, :dx=>:uwnd, :dy=>:vwnd}, :data=>\"045b6f21-9789-403c-8d3e-858f8fc294cd\"}, @xrange=[0.125, 357.625], @yrange=[-78.375, 76.625]>], :options=>{:zoom=>true, :width=>800, :height=>800, :axis_extra_options=>{:map_data=>{\"type\"=>\"FeatureCollection\", \"features\"=>[{\"type\"=>\"Feature\", \"properties\"=>{\"scalerank\"=>1, \"featurecla\"=>\"Admin-0 country\", \"labelrank\"=>3.0, \"sovereignt\"=>\"Afghanistan\", \"sov_a3\"=>\"AFG\", \"adm0_dif\"=>0.0, \"level\"=>2.0, \"type\"=>\"Sovereign country\", \"admin\"=>\"Afghanistan\", \"adm0_a3\"=>\"AFG\", \"geou_dif\"=>0.0, \"geounit\"=>\"Afghanistan\", \"gu_a3\"=>\"AFG\", \"su_dif\"=>0.0, \"subunit\"=>\"Afghanistan\", \"su_a3\"=>\"AFG\", \"brk_diff\"=>0.0, \"name\"=>\"Afghanistan\", \"name_long\"=>\"Afghanistan\", \"brk_a3\"=>\"AFG\", \"brk_name\"=>\"Afghanistan\", \"brk_group\"=>nil, \"abbrev\"=>\"Afg.\", \"postal\"=>\"AF\", \"formal_en\"=>\"Islamic State of Afghanistan\", \"formal_fr\"=>nil, \"note_adm0\"=>nil, \"note_brk\"=>nil, \"name_sort\"=>\"Afghanistan\", \"name_alt\"=>nil, \"mapcolor7\"=>5.0, \"mapcolor8\"=>6.0, \"mapcolor9\"=>8.0, \"mapcolor13\"=>7.0, \"pop_est\"=>28400000.0, \"gdp_md_est\"=>22270.0, \"pop_year\"=>-99.0, \"lastcensus\"=>1979.0, \"gdp_year\"=>-99.0, \"economy\"=>\"7. Least developed region\", \"income_grp\"=>\"5. 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:vwnd=>-1.7284177144368489}, {:index=>893830, :lat=>76.625, :lon=>257.625, :uwnd=>1.832183837890625, :vwnd=>-2.054975668589274}, {:index=>893840, :lat=>76.625, :lon=>260.125, :uwnd=>2.1261876424153647, :vwnd=>-2.5025941530863443}, {:index=>893850, :lat=>76.625, :lon=>262.625, :uwnd=>2.154672463734945, :vwnd=>-2.672485669453939}, {:index=>893860, :lat=>76.625, :lon=>265.125, :uwnd=>2.8149096171061196, :vwnd=>-2.1282223065694175}, {:index=>893870, :lat=>76.625, :lon=>267.625, :uwnd=>2.5768580436706543, :vwnd=>-2.0824432373046875}, {:index=>893880, :lat=>76.625, :lon=>270.125, :uwnd=>2.6450182596842446, :vwnd=>-1.3133533000946045}, {:index=>893890, :lat=>76.625, :lon=>272.625, :uwnd=>2.0539584159851074, :vwnd=>-0.052900364001592}, {:index=>893900, :lat=>76.625, :lon=>275.125, :uwnd=>1.9033958117167156, :vwnd=>1.0478341579437256}, {:index=>893910, :lat=>76.625, :lon=>277.625, :uwnd=>2.257421334584554, :vwnd=>0.09969683488210042}, {:index=>893920, :lat=>76.625, :lon=>280.125, :uwnd=>1.5249547958374023, :vwnd=>-0.7670552730560303}, {:index=>893930, :lat=>76.625, :lon=>282.625, :uwnd=>1.525972048441569, :vwnd=>1.3764268557230632}, {:index=>893940, :lat=>76.625, :lon=>285.125, :uwnd=>-2.0397159258524575, :vwnd=>6.44468879699707}, {:index=>893950, :lat=>76.625, :lon=>287.625, :uwnd=>-3.011251449584961, :vwnd=>5.9268754323323565}, {:index=>893960, :lat=>76.625, :lon=>290.125, :uwnd=>-2.113979975382487, :vwnd=>3.8932631810506186}, {:index=>893970, :lat=>76.625, :lon=>292.625, :uwnd=>-2.1333088874816895, :vwnd=>4.2523752848307295}, {:index=>893980, :lat=>76.625, :lon=>295.125, :uwnd=>-2.8993469874064126, :vwnd=>5.371421813964844}, {:index=>893990, :lat=>76.625, :lon=>297.625, :uwnd=>-1.944088300069173, :vwnd=>5.0723311106363935}, {:index=>894000, :lat=>76.625, :lon=>300.125, :uwnd=>-1.323526382446289, :vwnd=>4.588089307149251}, {:index=>894010, :lat=>76.625, :lon=>302.625, :uwnd=>-0.4435491959253947, :vwnd=>4.729496002197266}, {:index=>894020, :lat=>76.625, :lon=>305.125, :uwnd=>0.22177459796269736, :vwnd=>4.138436317443848}, {:index=>894030, :lat=>76.625, :lon=>307.625, :uwnd=>0.641925573348999, :vwnd=>3.240147272745768}, {:index=>894040, :lat=>76.625, :lon=>310.125, :uwnd=>0.3601293961207072, :vwnd=>4.7508595784505205}, {:index=>894050, :lat=>76.625, :lon=>312.625, :uwnd=>1.1444790363311768, :vwnd=>4.371401151021321}, {:index=>894060, :lat=>76.625, :lon=>315.125, :uwnd=>2.014283021291097, :vwnd=>3.5209261576334634}, {:index=>894070, :lat=>76.625, :lon=>317.625, :uwnd=>2.534130891164144, :vwnd=>2.5382002194722495}, {:index=>894080, :lat=>76.625, :lon=>320.125, :uwnd=>3.3022034962972007, :vwnd=>1.6144784291585286}, {:index=>894090, :lat=>76.625, :lon=>322.625, :uwnd=>3.6470731099446616, :vwnd=>0.8738733132680258}, {:index=>894100, :lat=>76.625, :lon=>325.125, :uwnd=>3.7009909947713218, :vwnd=>0.5544365247090658}, {:index=>894110, :lat=>76.625, :lon=>327.625, :uwnd=>3.8820727666219077, :vwnd=>0.6754969755808512}, {:index=>894120, :lat=>76.625, :lon=>330.125, :uwnd=>4.12928040822347, :vwnd=>0.7070337136586508}, {:index=>894130, :lat=>76.625, :lon=>332.625, :uwnd=>4.8383487065633135, :vwnd=>0.6551506519317627}, {:index=>894140, :lat=>76.625, :lon=>335.125, :uwnd=>3.1323118209838867, :vwnd=>0.10376610358556111}, {:index=>894150, :lat=>76.625, :lon=>337.625, :uwnd=>0.6012329657872518, :vwnd=>-0.02543286730845769}, {:index=>894160, :lat=>76.625, :lon=>340.125, :uwnd=>0.32350607713063556, :vwnd=>0.1393721103668213}, {:index=>894170, :lat=>76.625, :lon=>342.625, :uwnd=>1.2858858108520508, :vwnd=>1.9532442092895508}, {:index=>894180, :lat=>76.625, :lon=>345.125, :uwnd=>1.4954525629679363, :vwnd=>2.5636329650878906}, {:index=>894190, :lat=>76.625, :lon=>347.625, :uwnd=>1.502573808034261, :vwnd=>2.750818888346354}, {:index=>894200, :lat=>76.625, :lon=>350.125, :uwnd=>1.4995218912760417, :vwnd=>2.9034159978230796}, {:index=>894210, :lat=>76.625, :lon=>352.625, :uwnd=>1.3001281420389812, :vwnd=>2.857637087504069}, {:index=>894220, :lat=>76.625, :lon=>355.125, :uwnd=>1.4242405891418457, :vwnd=>2.20452086130778}, {:index=>894230, :lat=>76.625, :lon=>357.625, :uwnd=>1.43441375096639, :vwnd=>1.8372702598571777}]>}, :extension=>[\"Mapnya\"]}>"
]
}
],
"prompt_number": 4
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"That generally looks good, but I'd like to fill each vector in different color according to its length."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"abs = []\n",
"df.each_row{|row| abs.push(Math.sqrt(row[:uwnd]*row[:uwnd]+row[:vwnd]*row[:vwnd]))}\n",
"df.abs = abs\n",
"df"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"| index | lat | lon | uwnd | vwnd | abs |
|---|
| 0 | -78.375 | 0.125 | 0.5778347651163737 | -1.316405216852824 | 1.4376424140704895 |
| 10 | -78.375 | 2.625 | 0.6744796435038248 | -1.576837698618571 | 1.7150335032546036 |
| 20 | -78.375 | 5.125 | 0.6704103946685791 | -1.6897597312927246 | 1.817893849150203 |
| 30 | -78.375 | 7.625 | 0.582921306292216 | -1.8616859118143718 | 1.9508130826856613 |
| 40 | -78.375 | 10.125 | 0.392683466275533 | -2.062096913655599 | 2.0991531592511574 |
| 50 | -78.375 | 12.625 | 0.4323587417602539 | -1.958330790201823 | 2.005490853987873 |
| 60 | -78.375 | 15.125 | 0.31638487180074054 | -1.8230279286702473 | 1.8502784157569647 |
| 70 | -78.375 | 17.625 | 0.15971840421358743 | -1.6887423197428386 | 1.6962784533015087 |
| 80 | -78.375 | 20.125 | 0.07324665784835815 | -1.4812102317810059 | 1.483020169660108 |
| 90 | -78.375 | 22.625 | -0.17701276143391928 | -1.382530689239502 | 1.393816567701616 |
| 100 | -78.375 | 25.125 | -0.3214714527130127 | -1.3041974703470867 | 1.3432330164826782 |
| 110 | -78.375 | 27.625 | -0.21770534912745157 | -1.197379430135091 | 1.217009909059635 |
| 120 | -78.375 | 30.125 | -0.3458869854609172 | -1.0875093936920166 | 1.1411899439092592 |
| 130 | -78.375 | 32.625 | -0.4293067852656047 | -0.9054100513458252 | 1.0020337703656188 |
| 140 | -78.375 | 35.125 | -0.35402552286783856 | -0.717206875483195 | 0.7998248390005236 |
| 150 | -78.375 | 37.625 | -0.1485279401143392 | -0.4008220036824544 | 0.42745622890610246 |
| ... | ... | ... | ... | ... | ... |
| 894230 | 76.625 | 357.625 | 1.43441375096639 | 1.8372702598571777 | 2.330902146534069 |
"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 5,
"text": [
"#0, :lat=>-78.375, :lon=>0.125, :uwnd=>0.5778347651163737, :vwnd=>-1.316405216852824, :abs=>1.4376424140704895}, {:index=>10, :lat=>-78.375, :lon=>2.625, :uwnd=>0.6744796435038248, :vwnd=>-1.576837698618571, :abs=>1.7150335032546036}, {:index=>20, :lat=>-78.375, :lon=>5.125, :uwnd=>0.6704103946685791, :vwnd=>-1.6897597312927246, :abs=>1.817893849150203}, {:index=>30, :lat=>-78.375, :lon=>7.625, :uwnd=>0.582921306292216, :vwnd=>-1.8616859118143718, :abs=>1.9508130826856613}, {:index=>40, :lat=>-78.375, :lon=>10.125, :uwnd=>0.392683466275533, :vwnd=>-2.062096913655599, :abs=>2.0991531592511574}, {:index=>50, :lat=>-78.375, :lon=>12.625, :uwnd=>0.4323587417602539, :vwnd=>-1.958330790201823, :abs=>2.005490853987873}, {:index=>60, :lat=>-78.375, :lon=>15.125, :uwnd=>0.31638487180074054, :vwnd=>-1.8230279286702473, :abs=>1.8502784157569647}, {:index=>70, :lat=>-78.375, :lon=>17.625, :uwnd=>0.15971840421358743, :vwnd=>-1.6887423197428386, :abs=>1.6962784533015087}, {:index=>80, :lat=>-78.375, :lon=>20.125, :uwnd=>0.07324665784835815, :vwnd=>-1.4812102317810059, :abs=>1.483020169660108}, {:index=>90, :lat=>-78.375, :lon=>22.625, :uwnd=>-0.17701276143391928, :vwnd=>-1.382530689239502, :abs=>1.393816567701616}, {:index=>100, :lat=>-78.375, :lon=>25.125, :uwnd=>-0.3214714527130127, :vwnd=>-1.3041974703470867, :abs=>1.3432330164826782}, {:index=>110, :lat=>-78.375, :lon=>27.625, :uwnd=>-0.21770534912745157, :vwnd=>-1.197379430135091, :abs=>1.217009909059635}, {:index=>120, :lat=>-78.375, :lon=>30.125, :uwnd=>-0.3458869854609172, :vwnd=>-1.0875093936920166, :abs=>1.1411899439092592}, {:index=>130, :lat=>-78.375, :lon=>32.625, :uwnd=>-0.4293067852656047, :vwnd=>-0.9054100513458252, :abs=>1.0020337703656188}, {:index=>140, :lat=>-78.375, :lon=>35.125, :uwnd=>-0.35402552286783856, :vwnd=>-0.717206875483195, :abs=>0.7998248390005236}, {:index=>150, :lat=>-78.375, :lon=>37.625, :uwnd=>-0.1485279401143392, :vwnd=>-0.4008220036824544, :abs=>0.42745622890610246}, {:index=>160, :lat=>-78.375, :lon=>40.125, :uwnd=>-0.07324665784835815, :vwnd=>0.158701092004776, :abs=>0.1747887567593031}, {:index=>170, :lat=>-78.375, :lon=>42.625, :uwnd=>-0.029502126077810924, :vwnd=>0.7182242075602213, :abs=>0.7188298740095732}, {:index=>180, :lat=>-78.375, :lon=>45.125, :uwnd=>-0.039675273001194, :vwnd=>1.0183320045471191, :abs=>1.0191046063936091}, {:index=>190, :lat=>-78.375, :lon=>47.625, :uwnd=>-0.14445869127909342, :vwnd=>1.0783535639444988, :abs=>1.0879865451180315}, {:index=>200, :lat=>-78.375, :lon=>50.125, :uwnd=>-0.15666645765304565, :vwnd=>0.9837432702382406, :abs=>0.9961401511296398}, {:index=>210, :lat=>-78.375, :lon=>52.625, :uwnd=>0.09867952267328899, :vwnd=>1.2095871766408284, :abs=>1.2136056962988262}, {:index=>220, :lat=>-78.375, :lon=>55.125, :uwnd=>0.029502126077810924, :vwnd=>1.276729901631673, :abs=>1.277070717369846}, {:index=>230, :lat=>-78.375, :lon=>57.625, :uwnd=>-0.23703432083129883, :vwnd=>0.8128344217936198, 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:abs=>0.901726553663586}, {:index=>320, :lat=>-78.375, :lon=>80.125, :uwnd=>-0.8392846584320068, :vwnd=>0.2858654260635376, :abs=>0.8866328325173946}, {:index=>330, :lat=>-78.375, :lon=>82.625, :uwnd=>-0.8403019110361735, :vwnd=>0.14140674471855164, :abs=>0.8521168752835158}, {:index=>340, :lat=>-78.375, :lon=>85.125, :uwnd=>-0.8362326622009277, :vwnd=>-0.00915583223104477, :abs=>0.836282783868886}, {:index=>350, :lat=>-78.375, :lon=>87.625, :uwnd=>-0.7436570326487223, :vwnd=>-0.11190462112426758, :abs=>0.7520295382741748}, {:index=>360, :lat=>-78.375, :lon=>90.125, :uwnd=>-0.5890252192815145, :vwnd=>-0.211601456006368, :abs=>0.6258800884623597}, {:index=>370, :lat=>-78.375, :lon=>92.625, :uwnd=>-0.310280978679657, :vwnd=>-0.24619015057881674, :abs=>0.3960856927136175}, {:index=>380, :lat=>-78.375, :lon=>95.125, :uwnd=>-0.04984841744105021, :vwnd=>-0.23499969641367593, :abs=>0.24022847881942944}, {:index=>390, :lat=>-78.375, :lon=>97.625, :uwnd=>0.3326619068781535, 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{
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"input": [
"vectors.fill_by(:abs)\n",
"plot.show"
],
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"outputs": [
{
"html": [
"\n",
"\n"
],
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"output_type": "pyout",
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"text": [
"#[#[#