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jupyterlab julis issue discussed in julia discourse
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jupyter-julia.jl.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Julia is 1 indexed"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Setup"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32m\u001b[1m Activating\u001b[22m\u001b[39m new environment at `~/Projects/testing/Project.toml`\n"
]
}
],
"source": [
"using Pkg\n",
"Pkg.activate(\"~/Projects/testing\")"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"10\n",
"Julia Version 1.6.7\n",
"Commit 3b76b25b64 (2022-07-19 15:11 UTC)\n",
"Platform Info:\n",
" OS: macOS (x86_64-apple-darwin21.4.0)\n",
" CPU: Apple M1 Max\n",
" WORD_SIZE: 64\n",
" LIBM: libopenlibm\n",
" LLVM: libLLVM-11.0.1 (ORCJIT, westmere)\n",
"Environment:\n",
" JULIA_EDITOR = code.cmd -g\n"
]
}
],
"source": [
"GC.gc()\n",
"println(Threads.nthreads())\n",
"versioninfo()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Selected Jupyter core packages...\n",
"IPython : 8.4.0\n",
"ipykernel : 6.9.1\n",
"ipywidgets : not installed\n",
"jupyter_client : 7.3.4\n",
"jupyter_core : 4.10.0\n",
"jupyter_server : 1.18.1\n",
"jupyterlab : 3.4.4\n",
"nbclient : 0.5.13\n",
"nbconvert : 6.4.4\n",
"nbformat : 5.3.0\n",
"notebook : 6.4.12\n",
"qtconsole : not installed\n",
"traitlets : 5.1.1\n"
]
},
{
"data": {
"text/plain": [
"Process(`\u001b[4mjupyter\u001b[24m \u001b[4m--version\u001b[24m`, ProcessExited(0))"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"run(`jupyter --version`)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"# Pkg.add(\"ColorSchemes\")\n",
"# Pkg.update(\"Makie\",)\n",
"# Pkg.status(\"GLMakie\")\n",
"# Pkg.build(\"Makie\")\n",
"# Pkg.precompile()"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\t <div>\n",
" <h2><code>XKCD.Comic</code> 1114: Metallurgy</h2>\n",
" <img src=\"https://imgs.xkcd.com/comics/metallurgy.png\" alt=\"This exotic blade was wrought from a different fallen star. The meteorite was a carbonaceous chondrite, so it's basically a lump of gravel glued into the shape of a sword. A SPACE sword!\" title=\"This exotic blade was wrought from a different fallen star. The meteorite was a carbonaceous chondrite, so it's basically a lump of gravel glued into the shape of a sword. A SPACE sword!\">\n",
"\t\t<div>\n",
" <a href=\"https://xkcd.com/1114\">\n",
" Link to Original\n",
" </a>\n",
"\t </div>\n",
" </div>\n",
" "
],
"text/plain": [
"Comic\n",
"{\n",
" \"month\": \"9\",\n",
" \"num\": 1114,\n",
" \"link\": \"\",\n",
" \"year\": \"2012\",\n",
" \"news\": \"\",\n",
" \"safe_title\": \"Metallurgy\",\n",
" \"transcript\": \"[[A man and a woman stand at the counter of a shop. A man with a beard and a beret stands behind the counter, holding a sword.]]\\nBeard: This sword was forged from a fallen star. Antimony impurities make the blade surprisingly \\nbrittle\\n and \\nweak\\n. \\n\\n[[A close-up on the man with the beard.]]\\nBeard: And \\nthis\\n dagger is made of metal from a far-off kingdom. It glows blue.\\nOut of panel: When orcs are near?\\n\\n[[The man with the beard holds a dagger.]]\\nBeard: No, always. Radiation from the Actinum content. \\nWoman: ...does it have eldritch powers?\\n\\n[[The bearded man puts the dagger back behind the counter.]]\\nBeard: It gives the wielder +2 to cancer risk.\\nOther Man: I think we should find another shop.\\n\\n{{Title text: This exotic blade was wrought from a different fallen star. The meteorite was a carbonaceous chondrite, so it's basically a lump of gravel glued into the shape of a sword. A SPACE sword!}}\",\n",
" \"alt\": \"This exotic blade was wrought from a different fallen star. The meteorite was a carbonaceous chondrite, so it's basically a lump of gravel glued into the shape of a sword. A SPACE sword!\",\n",
" \"img\": \"https://imgs.xkcd.com/comics/metallurgy.png\",\n",
" \"title\": \"Metallurgy\",\n",
" \"day\": \"28\"\n",
"}"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"using XKCD\n",
"rand(Comic)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"using DataFrames\n",
"using DataFramesMeta\n",
"using PrettyTables\n",
"using CategoricalArrays\n",
"using Pipe\n",
"\n",
"using CSV\n",
"using CSVFiles\n",
"using Parquet\n",
"using Arrow\n",
"using GZip\n",
"using FileIO\n",
"using XLSX\n",
"\n",
"using LibPQ\n",
"\n",
"using Distributions\n",
"using KernelDensity\n",
"using Interpolations\n",
"using ImageFiltering\n",
"using Dierckx\n",
"using LsqFit\n",
"\n",
"using Dates\n",
"using Format\n",
"using WeakRefStrings\n",
"using Printf"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"using FreqTables\n",
"using Statistics\n",
"using StatsBase\n",
"using Random\n",
"using GLM"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"# import RDatasets\n",
"import StatsPlots as StPlt\n",
"# StatsPlots.theme(:ggplot2)\n",
"\n",
"# import Plots as Plt\n",
"# using Plots.PlotMeasures\n",
"# Plt.theme(:ggplot2)\n",
"# Plt.gr()\n",
"\n",
"# using Makie\n",
"# import GLMakie as GM\n",
"\n",
"# # import AlgebraOfGraphics as AOG\n",
"using CairoMakie\n",
"set_theme!(theme_minimal(),\n",
" Axis = (\n",
" backgroundcolor = :white,\n",
" xgridvisible = true,\n",
" ygridvisible = true,\n",
" xminorgridvisible = true,\n",
" yminorgridvisible = true,\n",
" xminorgridvgridstyle=:dash,\n",
" yminorgridvgridstyle=:dash,\n",
" xgridvgridstyle=:line,\n",
" ygridvgridstyle=:line,\n",
"# xgridcolor = :gray95,\n",
"# ygridcolor = :gray95,\n",
"# xminorgridcolor = :gray95,\n",
"# yminorgridcolor = :gray95,\n",
" xminorticksvisible = true,\n",
" yminorticksvisible = true,\n",
" )\n",
")\n",
"using Observables"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"ENV[\"COLUMNS\"], ENV[\"LINES\"] = 800, 20\n",
"NOTO_SANS_BOLD = assetpath(\"fonts\", \"NotoSans-Bold.ttf\")\n",
"Base.show(io::IO, f::Float64) = @printf(io, \"%.4f\", f)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Data"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"# readdir(\"./data/\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"tags": []
},
"source": [
"## gather data"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"5-element Vector{String}:\n",
" \"SZ6j80YboMsi\"\n",
" \"qfesfUh4ZpKE\"\n",
" \"p0DCeyzn43fY\"\n",
" \"eILgWFmsOjKw\"\n",
" \"3zPvw2z6YOUN\""
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"using UUIDs\n",
"uuids = string.([UUIDs.uuid4() for i in 1:10^6])\n",
"x1s = [randstring(12) for i in 1:16]\n",
"x2s = [randstring(12) for i in 1:20]\n",
"x3s = [randstring(12) for i in 1:100]\n",
"x4s = [randstring(12) for i in 1:6]\n",
"x5s = [randstring(12) for i in 1:5]"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(10000000, 301)\n"
]
},
{
"data": {
"text/html": [
"<div class=\"data-frame\"><p>5 rows × 301 columns (omitted printing of 204 columns)</p><table class=\"data-frame\"><thead><tr><th></th><th>x1</th><th>x2</th><th>x3</th><th>x4</th><th>x5</th><th>x6</th><th>x7</th><th>x8</th><th>x9</th><th>x10</th><th>x11</th><th>x12</th><th>x13</th><th>x14</th><th>x15</th><th>x16</th><th>x17</th><th>x18</th><th>x19</th><th>x20</th><th>x21</th><th>x22</th><th>x23</th><th>x24</th><th>x25</th><th>x26</th><th>x27</th><th>x28</th><th>x29</th><th>x30</th><th>x31</th><th>x32</th><th>x33</th><th>x34</th><th>x35</th><th>x36</th><th>x37</th><th>x38</th><th>x39</th><th>x40</th><th>x41</th><th>x42</th><th>x43</th><th>x44</th><th>x45</th><th>x46</th><th>x47</th><th>x48</th><th>x49</th><th>x50</th><th>x51</th><th>x52</th><th>x53</th><th>x54</th><th>x55</th><th>x56</th><th>x57</th><th>x58</th><th>x59</th><th>x60</th><th>x61</th><th>x62</th><th>x63</th><th>x64</th><th>x65</th><th>x66</th><th>x67</th><th>x68</th><th>x69</th><th>x70</th><th>x71</th><th>x72</th><th>x73</th><th>x74</th><th>x75</th><th>x76</th><th>x77</th><th>x78</th><th>x79</th><th>x80</th><th>x81</th><th>x82</th><th>x83</th><th>x84</th><th>x85</th><th>x86</th><th>x87</th><th>x88</th><th>x89</th><th>x90</th><th>x91</th><th>x92</th><th>x93</th><th>x94</th><th>x95</th><th>x96</th><th>x97</th></tr><tr><th></th><th title=\"String\">String</th><th title=\"String\">String</th><th title=\"String\">String</th><th title=\"String\">String</th><th title=\"String\">String</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th></tr></thead><tbody><tr><th>1</th><td>FX9JWbcvN9jM</td><td>Ta51BQxByfNs</td><td>GDXM5dz2iv9i</td><td>3Y9hNtZPEISI</td><td>3zPvw2z6YOUN</td><td>272057</td><td>884663</td><td>57469</td><td>454221</td><td>95938</td><td>788787</td><td>121511</td><td>640987</td><td>610222</td><td>154884</td><td>616673</td><td>972274</td><td>191365</td><td>288312</td><td>555617</td><td>574847</td><td>312451</td><td>494298</td><td>57964</td><td>962655</td><td>525435</td><td>770501</td><td>728046</td><td>616497</td><td>643318</td><td>384787</td><td>330561</td><td>658736</td><td>71625</td><td>975731</td><td>197556</td><td>942958</td><td>995088</td><td>277187</td><td>486688</td><td>821283</td><td>173736</td><td>580922</td><td>925196</td><td>174111</td><td>990082</td><td>217909</td><td>29541</td><td>997756</td><td>761859</td><td>55549</td><td>294389</td><td>205093</td><td>405216</td><td>91556</td><td>556079</td><td>199661</td><td>750959</td><td>485630</td><td>340332</td><td>18414</td><td>476695</td><td>660972</td><td>645168</td><td>986260</td><td>128056</td><td>137457</td><td>568296</td><td>132437</td><td>161246</td><td>205868</td><td>343200</td><td>927285</td><td>298841</td><td>49396</td><td>735710</td><td>436544</td><td>205082</td><td>604164</td><td>84254</td><td>949504</td><td>273375</td><td>767286</td><td>616289</td><td>144280</td><td>218245</td><td>607850</td><td>604703</td><td>658200</td><td>541066</td><td>487739</td><td>104697</td><td>125572</td><td>665790</td><td>208114</td><td>732768</td><td>643760</td></tr><tr><th>2</th><td>SnqihuQXCDKC</td><td>fESZSdh6pMF5</td><td>3OUKldW6x1cc</td><td>QTYKSKX1b2lR</td><td>p0DCeyzn43fY</td><td>640692</td><td>534282</td><td>441247</td><td>60973</td><td>533116</td><td>603905</td><td>485277</td><td>260516</td><td>824233</td><td>104801</td><td>947661</td><td>73237</td><td>256115</td><td>612775</td><td>477018</td><td>739092</td><td>18354</td><td>485075</td><td>610270</td><td>72758</td><td>754628</td><td>817325</td><td>24386</td><td>751151</td><td>372377</td><td>908505</td><td>499744</td><td>956984</td><td>786884</td><td>231682</td><td>139480</td><td>463729</td><td>850285</td><td>159337</td><td>826083</td><td>727581</td><td>159103</td><td>782559</td><td>22382</td><td>447601</td><td>483958</td><td>639324</td><td>490189</td><td>478369</td><td>366187</td><td>89783</td><td>721357</td><td>15975</td><td>424582</td><td>593651</td><td>780929</td><td>529205</td><td>146008</td><td>886008</td><td>497690</td><td>554638</td><td>850865</td><td>520718</td><td>107686</td><td>930575</td><td>880475</td><td>796850</td><td>533282</td><td>365078</td><td>256098</td><td>206197</td><td>338863</td><td>244993</td><td>893198</td><td>933065</td><td>472705</td><td>496550</td><td>209111</td><td>968657</td><td>462039</td><td>333680</td><td>567332</td><td>290126</td><td>624554</td><td>651281</td><td>965150</td><td>108247</td><td>341870</td><td>868984</td><td>267129</td><td>147644</td><td>384989</td><td>234999</td><td>969088</td><td>778026</td><td>617827</td><td>528454</td></tr><tr><th>3</th><td>AEkTv7IFxZBy</td><td>nSf5Facm4OAh</td><td>ciFt04v2px8L</td><td>QTYKSKX1b2lR</td><td>3zPvw2z6YOUN</td><td>19896</td><td>868209</td><td>462281</td><td>657569</td><td>325321</td><td>512572</td><td>369352</td><td>88468</td><td>329683</td><td>245662</td><td>215689</td><td>290537</td><td>219227</td><td>222352</td><td>340603</td><td>529080</td><td>776679</td><td>119397</td><td>613294</td><td>936341</td><td>990705</td><td>173815</td><td>473314</td><td>857659</td><td>965316</td><td>349861</td><td>658412</td><td>885748</td><td>887497</td><td>824597</td><td>428211</td><td>549662</td><td>343192</td><td>872743</td><td>70404</td><td>593872</td><td>830069</td><td>896664</td><td>299396</td><td>412399</td><td>995876</td><td>437358</td><td>687516</td><td>820268</td><td>473884</td><td>482750</td><td>601045</td><td>172131</td><td>393688</td><td>54882</td><td>825274</td><td>775037</td><td>454283</td><td>163122</td><td>815445</td><td>358933</td><td>46818</td><td>9397</td><td>511275</td><td>674157</td><td>581271</td><td>659216</td><td>218076</td><td>445432</td><td>119541</td><td>196856</td><td>192922</td><td>928341</td><td>206909</td><td>622684</td><td>561236</td><td>286780</td><td>141655</td><td>602199</td><td>488977</td><td>304204</td><td>624719</td><td>372679</td><td>827111</td><td>731174</td><td>452776</td><td>299382</td><td>462200</td><td>490921</td><td>92015</td><td>948263</td><td>834912</td><td>372177</td><td>758388</td><td>688012</td><td>321245</td><td>742902</td></tr><tr><th>4</th><td>iHAN4Uc2i1uR</td><td>fESZSdh6pMF5</td><td>4sq9VCI6xpSb</td><td>fG5UJFPhqAIT</td><td>eILgWFmsOjKw</td><td>821996</td><td>263915</td><td>768297</td><td>321752</td><td>684475</td><td>894907</td><td>387873</td><td>511668</td><td>502936</td><td>525891</td><td>945262</td><td>891597</td><td>212208</td><td>914398</td><td>330116</td><td>987546</td><td>583719</td><td>885818</td><td>534703</td><td>730705</td><td>816793</td><td>755779</td><td>525673</td><td>151135</td><td>465469</td><td>701985</td><td>402275</td><td>272228</td><td>356868</td><td>613498</td><td>308363</td><td>699903</td><td>150408</td><td>229243</td><td>509983</td><td>448438</td><td>476090</td><td>928757</td><td>301413</td><td>123978</td><td>384245</td><td>755929</td><td>968894</td><td>939559</td><td>689936</td><td>483082</td><td>927564</td><td>515268</td><td>269001</td><td>338933</td><td>607310</td><td>432299</td><td>95259</td><td>432159</td><td>885471</td><td>421966</td><td>577630</td><td>415631</td><td>595255</td><td>929471</td><td>515730</td><td>110611</td><td>631280</td><td>46041</td><td>973146</td><td>132288</td><td>83710</td><td>808431</td><td>103903</td><td>225840</td><td>659521</td><td>249491</td><td>703146</td><td>775671</td><td>401142</td><td>66756</td><td>468952</td><td>340553</td><td>84840</td><td>447785</td><td>831861</td><td>574255</td><td>117800</td><td>469251</td><td>875171</td><td>364729</td><td>937527</td><td>821757</td><td>244856</td><td>2860</td><td>508071</td><td>665996</td></tr><tr><th>5</th><td>n9zXySu5a617</td><td>L8hnsmwwZMaZ</td><td>DuqVp9X1WoHF</td><td>YuPY16LVLjNZ</td><td>3zPvw2z6YOUN</td><td>992197</td><td>799228</td><td>20890</td><td>607937</td><td>150300</td><td>584601</td><td>582913</td><td>254937</td><td>655274</td><td>343108</td><td>791585</td><td>532157</td><td>647840</td><td>13715</td><td>217640</td><td>517626</td><td>700090</td><td>778316</td><td>264022</td><td>104505</td><td>149823</td><td>118976</td><td>177528</td><td>720490</td><td>765731</td><td>599155</td><td>528103</td><td>265588</td><td>167084</td><td>891580</td><td>561208</td><td>902142</td><td>215012</td><td>972783</td><td>973385</td><td>858005</td><td>40293</td><td>917173</td><td>83460</td><td>856969</td><td>574118</td><td>229425</td><td>124940</td><td>846620</td><td>290617</td><td>709946</td><td>253913</td><td>937471</td><td>546023</td><td>797664</td><td>640206</td><td>159526</td><td>846149</td><td>563982</td><td>63089</td><td>331282</td><td>390766</td><td>135785</td><td>925343</td><td>334241</td><td>596984</td><td>713524</td><td>19755</td><td>832390</td><td>576860</td><td>224649</td><td>187794</td><td>123876</td><td>875165</td><td>965738</td><td>85865</td><td>336587</td><td>330830</td><td>587500</td><td>274316</td><td>388341</td><td>917191</td><td>476786</td><td>794153</td><td>227731</td><td>838831</td><td>295669</td><td>73845</td><td>537399</td><td>90315</td><td>91413</td><td>94504</td><td>117903</td><td>275337</td><td>665963</td><td>228151</td><td>543709</td></tr></tbody></table></div>"
],
"text/latex": [
"\\begin{tabular}{r|cccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccc}\n",
"\t& x1 & x2 & x3 & x4 & x5 & x6 & x7 & x8 & x9 & x10 & x11 & x12 & x13 & x14 & x15 & x16 & x17 & x18 & x19 & x20 & x21 & x22 & x23 & x24 & x25 & x26 & x27 & x28 & x29 & x30 & x31 & x32 & x33 & x34 & x35 & x36 & x37 & x38 & x39 & x40 & x41 & x42 & x43 & x44 & x45 & x46 & x47 & x48 & x49 & x50 & x51 & x52 & x53 & x54 & x55 & x56 & x57 & x58 & x59 & x60 & x61 & x62 & x63 & x64 & x65 & x66 & x67 & x68 & x69 & x70 & x71 & x72 & x73 & x74 & x75 & x76 & x77 & x78 & x79 & x80 & x81 & x82 & x83 & x84 & x85 & x86 & x87 & x88 & x89 & x90 & x91 & x92 & x93 & x94 & x95 & x96 & x97 & \\\\\n",
"\t\\hline\n",
"\t& String & String & String & String & String & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & \\\\\n",
"\t\\hline\n",
"\t1 & FX9JWbcvN9jM & Ta51BQxByfNs & GDXM5dz2iv9i & 3Y9hNtZPEISI & 3zPvw2z6YOUN & 272057 & 884663 & 57469 & 454221 & 95938 & 788787 & 121511 & 640987 & 610222 & 154884 & 616673 & 972274 & 191365 & 288312 & 555617 & 574847 & 312451 & 494298 & 57964 & 962655 & 525435 & 770501 & 728046 & 616497 & 643318 & 384787 & 330561 & 658736 & 71625 & 975731 & 197556 & 942958 & 995088 & 277187 & 486688 & 821283 & 173736 & 580922 & 925196 & 174111 & 990082 & 217909 & 29541 & 997756 & 761859 & 55549 & 294389 & 205093 & 405216 & 91556 & 556079 & 199661 & 750959 & 485630 & 340332 & 18414 & 476695 & 660972 & 645168 & 986260 & 128056 & 137457 & 568296 & 132437 & 161246 & 205868 & 343200 & 927285 & 298841 & 49396 & 735710 & 436544 & 205082 & 604164 & 84254 & 949504 & 273375 & 767286 & 616289 & 144280 & 218245 & 607850 & 604703 & 658200 & 541066 & 487739 & 104697 & 125572 & 665790 & 208114 & 732768 & 643760 & $\\dots$ \\\\\n",
"\t2 & SnqihuQXCDKC & fESZSdh6pMF5 & 3OUKldW6x1cc & QTYKSKX1b2lR & p0DCeyzn43fY & 640692 & 534282 & 441247 & 60973 & 533116 & 603905 & 485277 & 260516 & 824233 & 104801 & 947661 & 73237 & 256115 & 612775 & 477018 & 739092 & 18354 & 485075 & 610270 & 72758 & 754628 & 817325 & 24386 & 751151 & 372377 & 908505 & 499744 & 956984 & 786884 & 231682 & 139480 & 463729 & 850285 & 159337 & 826083 & 727581 & 159103 & 782559 & 22382 & 447601 & 483958 & 639324 & 490189 & 478369 & 366187 & 89783 & 721357 & 15975 & 424582 & 593651 & 780929 & 529205 & 146008 & 886008 & 497690 & 554638 & 850865 & 520718 & 107686 & 930575 & 880475 & 796850 & 533282 & 365078 & 256098 & 206197 & 338863 & 244993 & 893198 & 933065 & 472705 & 496550 & 209111 & 968657 & 462039 & 333680 & 567332 & 290126 & 624554 & 651281 & 965150 & 108247 & 341870 & 868984 & 267129 & 147644 & 384989 & 234999 & 969088 & 778026 & 617827 & 528454 & $\\dots$ \\\\\n",
"\t3 & AEkTv7IFxZBy & nSf5Facm4OAh & ciFt04v2px8L & QTYKSKX1b2lR & 3zPvw2z6YOUN & 19896 & 868209 & 462281 & 657569 & 325321 & 512572 & 369352 & 88468 & 329683 & 245662 & 215689 & 290537 & 219227 & 222352 & 340603 & 529080 & 776679 & 119397 & 613294 & 936341 & 990705 & 173815 & 473314 & 857659 & 965316 & 349861 & 658412 & 885748 & 887497 & 824597 & 428211 & 549662 & 343192 & 872743 & 70404 & 593872 & 830069 & 896664 & 299396 & 412399 & 995876 & 437358 & 687516 & 820268 & 473884 & 482750 & 601045 & 172131 & 393688 & 54882 & 825274 & 775037 & 454283 & 163122 & 815445 & 358933 & 46818 & 9397 & 511275 & 674157 & 581271 & 659216 & 218076 & 445432 & 119541 & 196856 & 192922 & 928341 & 206909 & 622684 & 561236 & 286780 & 141655 & 602199 & 488977 & 304204 & 624719 & 372679 & 827111 & 731174 & 452776 & 299382 & 462200 & 490921 & 92015 & 948263 & 834912 & 372177 & 758388 & 688012 & 321245 & 742902 & $\\dots$ \\\\\n",
"\t4 & iHAN4Uc2i1uR & fESZSdh6pMF5 & 4sq9VCI6xpSb & fG5UJFPhqAIT & eILgWFmsOjKw & 821996 & 263915 & 768297 & 321752 & 684475 & 894907 & 387873 & 511668 & 502936 & 525891 & 945262 & 891597 & 212208 & 914398 & 330116 & 987546 & 583719 & 885818 & 534703 & 730705 & 816793 & 755779 & 525673 & 151135 & 465469 & 701985 & 402275 & 272228 & 356868 & 613498 & 308363 & 699903 & 150408 & 229243 & 509983 & 448438 & 476090 & 928757 & 301413 & 123978 & 384245 & 755929 & 968894 & 939559 & 689936 & 483082 & 927564 & 515268 & 269001 & 338933 & 607310 & 432299 & 95259 & 432159 & 885471 & 421966 & 577630 & 415631 & 595255 & 929471 & 515730 & 110611 & 631280 & 46041 & 973146 & 132288 & 83710 & 808431 & 103903 & 225840 & 659521 & 249491 & 703146 & 775671 & 401142 & 66756 & 468952 & 340553 & 84840 & 447785 & 831861 & 574255 & 117800 & 469251 & 875171 & 364729 & 937527 & 821757 & 244856 & 2860 & 508071 & 665996 & $\\dots$ \\\\\n",
"\t5 & n9zXySu5a617 & L8hnsmwwZMaZ & DuqVp9X1WoHF & YuPY16LVLjNZ & 3zPvw2z6YOUN & 992197 & 799228 & 20890 & 607937 & 150300 & 584601 & 582913 & 254937 & 655274 & 343108 & 791585 & 532157 & 647840 & 13715 & 217640 & 517626 & 700090 & 778316 & 264022 & 104505 & 149823 & 118976 & 177528 & 720490 & 765731 & 599155 & 528103 & 265588 & 167084 & 891580 & 561208 & 902142 & 215012 & 972783 & 973385 & 858005 & 40293 & 917173 & 83460 & 856969 & 574118 & 229425 & 124940 & 846620 & 290617 & 709946 & 253913 & 937471 & 546023 & 797664 & 640206 & 159526 & 846149 & 563982 & 63089 & 331282 & 390766 & 135785 & 925343 & 334241 & 596984 & 713524 & 19755 & 832390 & 576860 & 224649 & 187794 & 123876 & 875165 & 965738 & 85865 & 336587 & 330830 & 587500 & 274316 & 388341 & 917191 & 476786 & 794153 & 227731 & 838831 & 295669 & 73845 & 537399 & 90315 & 91413 & 94504 & 117903 & 275337 & 665963 & 228151 & 543709 & $\\dots$ \\\\\n",
"\\end{tabular}\n"
],
"text/plain": [
"\u001b[1m5×301 DataFrame\u001b[0m\n",
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"\u001b[1m \u001b[0m│\u001b[90m String \u001b[0m\u001b[90m String \u001b[0m\u001b[90m String \u001b[0m\u001b[90m String \u001b[0m\u001b[90m String \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m I\u001b[0m ⋯\n",
"─────┼──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n",
" 1 │ FX9JWbcvN9jM Ta51BQxByfNs GDXM5dz2iv9i 3Y9hNtZPEISI 3zPvw2z6YOUN 272057 884663 57469 454221 95938 788787 121511 640987 610222 154884 616673 972274 191365 288312 555617 574847 312451 494298 57964 962655 525435 770501 728046 616497 643318 384787 330561 658736 71625 975731 197556 942958 995088 277187 486688 821283 173736 580922 925196 174111 990082 217909 29541 997756 761859 55549 294389 205093 405216 91556 556079 199661 750959 485630 340332 18414 476695 660972 645168 986260 128056 137457 568296 132437 161246 205868 343200 927285 298841 49396 735710 436544 205082 604164 84254 949504 273375 767286 616289 144280 218245 607850 604703 658200 541066 487739 104697 125572 665790 208114 7 ⋯\n",
" 2 │ SnqihuQXCDKC fESZSdh6pMF5 3OUKldW6x1cc QTYKSKX1b2lR p0DCeyzn43fY 640692 534282 441247 60973 533116 603905 485277 260516 824233 104801 947661 73237 256115 612775 477018 739092 18354 485075 610270 72758 754628 817325 24386 751151 372377 908505 499744 956984 786884 231682 139480 463729 850285 159337 826083 727581 159103 782559 22382 447601 483958 639324 490189 478369 366187 89783 721357 15975 424582 593651 780929 529205 146008 886008 497690 554638 850865 520718 107686 930575 880475 796850 533282 365078 256098 206197 338863 244993 893198 933065 472705 496550 209111 968657 462039 333680 567332 290126 624554 651281 965150 108247 341870 868984 267129 147644 384989 234999 969088 778026 6\n",
" 3 │ AEkTv7IFxZBy nSf5Facm4OAh ciFt04v2px8L QTYKSKX1b2lR 3zPvw2z6YOUN 19896 868209 462281 657569 325321 512572 369352 88468 329683 245662 215689 290537 219227 222352 340603 529080 776679 119397 613294 936341 990705 173815 473314 857659 965316 349861 658412 885748 887497 824597 428211 549662 343192 872743 70404 593872 830069 896664 299396 412399 995876 437358 687516 820268 473884 482750 601045 172131 393688 54882 825274 775037 454283 163122 815445 358933 46818 9397 511275 674157 581271 659216 218076 445432 119541 196856 192922 928341 206909 622684 561236 286780 141655 602199 488977 304204 624719 372679 827111 731174 452776 299382 462200 490921 92015 948263 834912 372177 758388 688012 3\n",
" 4 │ iHAN4Uc2i1uR fESZSdh6pMF5 4sq9VCI6xpSb fG5UJFPhqAIT eILgWFmsOjKw 821996 263915 768297 321752 684475 894907 387873 511668 502936 525891 945262 891597 212208 914398 330116 987546 583719 885818 534703 730705 816793 755779 525673 151135 465469 701985 402275 272228 356868 613498 308363 699903 150408 229243 509983 448438 476090 928757 301413 123978 384245 755929 968894 939559 689936 483082 927564 515268 269001 338933 607310 432299 95259 432159 885471 421966 577630 415631 595255 929471 515730 110611 631280 46041 973146 132288 83710 808431 103903 225840 659521 249491 703146 775671 401142 66756 468952 340553 84840 447785 831861 574255 117800 469251 875171 364729 937527 821757 244856 2860 5\n",
" 5 │ n9zXySu5a617 L8hnsmwwZMaZ DuqVp9X1WoHF YuPY16LVLjNZ 3zPvw2z6YOUN 992197 799228 20890 607937 150300 584601 582913 254937 655274 343108 791585 532157 647840 13715 217640 517626 700090 778316 264022 104505 149823 118976 177528 720490 765731 599155 528103 265588 167084 891580 561208 902142 215012 972783 973385 858005 40293 917173 83460 856969 574118 229425 124940 846620 290617 709946 253913 937471 546023 797664 640206 159526 846149 563982 63089 331282 390766 135785 925343 334241 596984 713524 19755 832390 576860 224649 187794 123876 875165 965738 85865 336587 330830 587500 274316 388341 917191 476786 794153 227731 838831 295669 73845 537399 90315 91413 94504 117903 275337 665963 2 ⋯\n",
"\u001b[36m 206 columns omitted\u001b[0m"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df1 = DataFrame(rand(1:10^6, 10^7, 300),:auto)\n",
"df1[!, \"uuid\"] = StatsBase.sample(uuids, 10^7, replace = true)\n",
"df1[!, \"x1\"] = StatsBase.sample(x1s, 10^7, replace = true)\n",
"df1[!, \"x2\"] = StatsBase.sample(x2s, 10^7, replace = true)\n",
"df1[!, \"x3\"] = StatsBase.sample(x3s, 10^7, replace = true)\n",
"df1[!, \"x4\"] = StatsBase.sample(x4s, 10^7, replace = true)\n",
"df1[!, \"x5\"] = StatsBase.sample(x5s, 10^7, replace = true)\n",
"println(size(df1))\n",
"first(df1, 5)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(10000000, 301)\n"
]
},
{
"data": {
"text/html": [
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title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th></tr></thead><tbody><tr><th>1</th><td>mY4UEjXiWPrf</td><td>b0RYNpRQzGQf</td><td>DuqVp9X1WoHF</td><td>QTYKSKX1b2lR</td><td>3zPvw2z6YOUN</td><td>351996</td><td>167876</td><td>910856</td><td>797020</td><td>416243</td><td>355770</td><td>704694</td><td>811692</td><td>94328</td><td>597725</td><td>460517</td><td>751612</td><td>451476</td><td>84173</td><td>382921</td><td>875971</td><td>473918</td><td>217408</td><td>578172</td><td>402997</td><td>558189</td><td>629008</td><td>412398</td><td>571270</td><td>462939</td><td>349246</td><td>742713</td><td>690063</td><td>58121</td><td>229453</td><td>11342</td><td>905992</td><td>866154</td><td>637950</td><td>990048</td><td>668971</td><td>823288</td><td>894826</td><td>987457</td><td>842848</td><td>578999</td><td>653667</td><td>490870</td><td>294784</td><td>901721</td><td>351769</td><td>372719</td><td>141175</td><td>842692</td><td>424353</td><td>308600</td><td>132573</td><td>94005</td><td>881818</td><td>298296</td><td>716873</td><td>758645</td><td>150046</td><td>716862</td><td>448843</td><td>442169</td><td>834281</td><td>293344</td><td>617244</td><td>185491</td><td>977043</td><td>772793</td><td>858170</td><td>868203</td><td>174267</td><td>689024</td><td>168877</td><td>984021</td><td>921745</td><td>823048</td><td>537283</td><td>249943</td><td>479711</td><td>328784</td><td>832036</td><td>56780</td><td>236974</td><td>847389</td><td>66048</td><td>738972</td><td>606759</td><td>82664</td><td>596558</td><td>903690</td><td>14305</td><td>146238</td><td>890536</td></tr><tr><th>2</th><td>A1hRB3Diurx1</td><td>b0RYNpRQzGQf</td><td>ea4BtOrtRCaM</td><td>d5NkjM2crpGL</td><td>p0DCeyzn43fY</td><td>762362</td><td>666711</td><td>349423</td><td>38599</td><td>459559</td><td>593346</td><td>833195</td><td>432635</td><td>695039</td><td>570459</td><td>517994</td><td>316159</td><td>691780</td><td>349516</td><td>30911</td><td>211871</td><td>8580</td><td>321702</td><td>967093</td><td>296105</td><td>771394</td><td>479542</td><td>472489</td><td>612907</td><td>137595</td><td>90806</td><td>771231</td><td>744636</td><td>168024</td><td>839076</td><td>975055</td><td>921432</td><td>59199</td><td>675790</td><td>741674</td><td>482625</td><td>315218</td><td>177271</td><td>590713</td><td>100319</td><td>621071</td><td>646335</td><td>366250</td><td>951851</td><td>519162</td><td>327048</td><td>409127</td><td>965540</td><td>498545</td><td>77894</td><td>506794</td><td>742998</td><td>896578</td><td>649232</td><td>67379</td><td>606422</td><td>790319</td><td>423208</td><td>525018</td><td>544178</td><td>284535</td><td>346876</td><td>168508</td><td>14674</td><td>435324</td><td>759043</td><td>133294</td><td>275219</td><td>676737</td><td>848360</td><td>530826</td><td>922038</td><td>917806</td><td>383208</td><td>360904</td><td>684185</td><td>623269</td><td>888882</td><td>392178</td><td>163573</td><td>767797</td><td>850749</td><td>776738</td><td>199082</td><td>41162</td><td>979159</td><td>175154</td><td>428890</td><td>306418</td><td>296042</td><td>422417</td><td>688303</td></tr><tr><th>3</th><td>znbFlHXZ5aqm</td><td>nSf5Facm4OAh</td><td>WjKuSNv8Esvz</td><td>fG5UJFPhqAIT</td><td>p0DCeyzn43fY</td><td>472280</td><td>218978</td><td>703058</td><td>294453</td><td>70353</td><td>218636</td><td>127952</td><td>966437</td><td>664387</td><td>796604</td><td>655281</td><td>860315</td><td>657716</td><td>878489</td><td>399260</td><td>274906</td><td>341390</td><td>347734</td><td>798318</td><td>601887</td><td>882556</td><td>263061</td><td>892807</td><td>833584</td><td>460645</td><td>349248</td><td>270552</td><td>954162</td><td>749264</td><td>944565</td><td>353837</td><td>979034</td><td>815634</td><td>658470</td><td>890423</td><td>245353</td><td>714921</td><td>451162</td><td>224607</td><td>765696</td><td>688184</td><td>354479</td><td>102225</td><td>148032</td><td>387613</td><td>653085</td><td>433654</td><td>845668</td><td>58412</td><td>624069</td><td>976791</td><td>811333</td><td>157934</td><td>485482</td><td>63031</td><td>325345</td><td>488506</td><td>339421</td><td>512002</td><td>327906</td><td>183454</td><td>208290</td><td>446802</td><td>544946</td><td>647626</td><td>405518</td><td>334608</td><td>365186</td><td>544842</td><td>957972</td><td>175754</td><td>642229</td><td>209092</td><td>375559</td><td>627215</td><td>420998</td><td>606619</td><td>28336</td><td>769060</td><td>169816</td><td>225512</td><td>227664</td><td>834022</td><td>607270</td><td>203436</td><td>578530</td><td>610529</td><td>333241</td><td>418255</td><td>56006</td><td>935465</td><td>962849</td></tr><tr><th>4</th><td>DwvkniCloDum</td><td>dbC3AvsoMd2R</td><td>T77IYt5Brz56</td><td>fG5UJFPhqAIT</td><td>qfesfUh4ZpKE</td><td>627884</td><td>75710</td><td>611586</td><td>600148</td><td>174527</td><td>788133</td><td>336225</td><td>505872</td><td>199221</td><td>8154</td><td>834667</td><td>926769</td><td>375554</td><td>20782</td><td>289580</td><td>753422</td><td>785207</td><td>499537</td><td>942933</td><td>632085</td><td>551356</td><td>882591</td><td>555471</td><td>683228</td><td>693694</td><td>301608</td><td>141798</td><td>120680</td><td>373042</td><td>17338</td><td>903641</td><td>237904</td><td>756578</td><td>892428</td><td>424303</td><td>16544</td><td>918142</td><td>459649</td><td>897418</td><td>863126</td><td>83360</td><td>326008</td><td>605719</td><td>70015</td><td>389300</td><td>609464</td><td>41055</td><td>424043</td><td>607712</td><td>580142</td><td>504974</td><td>852791</td><td>279234</td><td>332464</td><td>28895</td><td>108944</td><td>28396</td><td>60730</td><td>501781</td><td>972568</td><td>127343</td><td>769225</td><td>301349</td><td>602913</td><td>822196</td><td>870452</td><td>337389</td><td>603150</td><td>277712</td><td>902220</td><td>444980</td><td>838337</td><td>476416</td><td>607481</td><td>975726</td><td>221391</td><td>827171</td><td>631716</td><td>887584</td><td>972766</td><td>428126</td><td>617486</td><td>532220</td><td>961615</td><td>637277</td><td>331376</td><td>836862</td><td>718183</td><td>438319</td><td>552494</td><td>426621</td><td>702414</td></tr><tr><th>5</th><td>DwvkniCloDum</td><td>3PRkk8TNk4YR</td><td>sYzO56kF5o65</td><td>YuPY16LVLjNZ</td><td>qfesfUh4ZpKE</td><td>581865</td><td>613808</td><td>841599</td><td>561030</td><td>191702</td><td>85565</td><td>503478</td><td>862705</td><td>185528</td><td>945686</td><td>291338</td><td>438892</td><td>306894</td><td>773735</td><td>233831</td><td>685863</td><td>126652</td><td>546177</td><td>271857</td><td>552024</td><td>932616</td><td>928566</td><td>144034</td><td>298922</td><td>281980</td><td>409588</td><td>206221</td><td>238330</td><td>330352</td><td>979242</td><td>304321</td><td>596833</td><td>316668</td><td>596196</td><td>870967</td><td>494129</td><td>719032</td><td>815875</td><td>739824</td><td>637339</td><td>707124</td><td>977766</td><td>274590</td><td>714448</td><td>994951</td><td>336859</td><td>492213</td><td>314919</td><td>540873</td><td>433286</td><td>963713</td><td>697052</td><td>787359</td><td>393681</td><td>123527</td><td>713173</td><td>509180</td><td>15590</td><td>979975</td><td>294426</td><td>35650</td><td>252835</td><td>111816</td><td>903460</td><td>370303</td><td>951874</td><td>663759</td><td>27674</td><td>329705</td><td>660054</td><td>796613</td><td>762096</td><td>52728</td><td>561708</td><td>530025</td><td>905763</td><td>881293</td><td>637288</td><td>175007</td><td>50499</td><td>884945</td><td>826345</td><td>688566</td><td>533290</td><td>432596</td><td>973348</td><td>261008</td><td>377285</td><td>504492</td><td>283069</td><td>469134</td><td>542675</td></tr></tbody></table></div>"
],
"text/latex": [
"\\begin{tabular}{r|cccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccc}\n",
"\t& x1 & x2 & x3 & x4 & x5 & x6 & x7 & x8 & x9 & x10 & x11 & x12 & x13 & x14 & x15 & x16 & x17 & x18 & x19 & x20 & x21 & x22 & x23 & x24 & x25 & x26 & x27 & x28 & x29 & x30 & x31 & x32 & x33 & x34 & x35 & x36 & x37 & x38 & x39 & x40 & x41 & x42 & x43 & x44 & x45 & x46 & x47 & x48 & x49 & x50 & x51 & x52 & x53 & x54 & x55 & x56 & x57 & x58 & x59 & x60 & x61 & x62 & x63 & x64 & x65 & x66 & x67 & x68 & x69 & x70 & x71 & x72 & x73 & x74 & x75 & x76 & x77 & x78 & x79 & x80 & x81 & x82 & x83 & x84 & x85 & x86 & x87 & x88 & x89 & x90 & x91 & x92 & x93 & x94 & x95 & x96 & x97 & \\\\\n",
"\t\\hline\n",
"\t& String & String & String & String & String & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & \\\\\n",
"\t\\hline\n",
"\t1 & mY4UEjXiWPrf & b0RYNpRQzGQf & DuqVp9X1WoHF & QTYKSKX1b2lR & 3zPvw2z6YOUN & 351996 & 167876 & 910856 & 797020 & 416243 & 355770 & 704694 & 811692 & 94328 & 597725 & 460517 & 751612 & 451476 & 84173 & 382921 & 875971 & 473918 & 217408 & 578172 & 402997 & 558189 & 629008 & 412398 & 571270 & 462939 & 349246 & 742713 & 690063 & 58121 & 229453 & 11342 & 905992 & 866154 & 637950 & 990048 & 668971 & 823288 & 894826 & 987457 & 842848 & 578999 & 653667 & 490870 & 294784 & 901721 & 351769 & 372719 & 141175 & 842692 & 424353 & 308600 & 132573 & 94005 & 881818 & 298296 & 716873 & 758645 & 150046 & 716862 & 448843 & 442169 & 834281 & 293344 & 617244 & 185491 & 977043 & 772793 & 858170 & 868203 & 174267 & 689024 & 168877 & 984021 & 921745 & 823048 & 537283 & 249943 & 479711 & 328784 & 832036 & 56780 & 236974 & 847389 & 66048 & 738972 & 606759 & 82664 & 596558 & 903690 & 14305 & 146238 & 890536 & $\\dots$ \\\\\n",
"\t2 & A1hRB3Diurx1 & b0RYNpRQzGQf & ea4BtOrtRCaM & d5NkjM2crpGL & p0DCeyzn43fY & 762362 & 666711 & 349423 & 38599 & 459559 & 593346 & 833195 & 432635 & 695039 & 570459 & 517994 & 316159 & 691780 & 349516 & 30911 & 211871 & 8580 & 321702 & 967093 & 296105 & 771394 & 479542 & 472489 & 612907 & 137595 & 90806 & 771231 & 744636 & 168024 & 839076 & 975055 & 921432 & 59199 & 675790 & 741674 & 482625 & 315218 & 177271 & 590713 & 100319 & 621071 & 646335 & 366250 & 951851 & 519162 & 327048 & 409127 & 965540 & 498545 & 77894 & 506794 & 742998 & 896578 & 649232 & 67379 & 606422 & 790319 & 423208 & 525018 & 544178 & 284535 & 346876 & 168508 & 14674 & 435324 & 759043 & 133294 & 275219 & 676737 & 848360 & 530826 & 922038 & 917806 & 383208 & 360904 & 684185 & 623269 & 888882 & 392178 & 163573 & 767797 & 850749 & 776738 & 199082 & 41162 & 979159 & 175154 & 428890 & 306418 & 296042 & 422417 & 688303 & $\\dots$ \\\\\n",
"\t3 & znbFlHXZ5aqm & nSf5Facm4OAh & WjKuSNv8Esvz & fG5UJFPhqAIT & p0DCeyzn43fY & 472280 & 218978 & 703058 & 294453 & 70353 & 218636 & 127952 & 966437 & 664387 & 796604 & 655281 & 860315 & 657716 & 878489 & 399260 & 274906 & 341390 & 347734 & 798318 & 601887 & 882556 & 263061 & 892807 & 833584 & 460645 & 349248 & 270552 & 954162 & 749264 & 944565 & 353837 & 979034 & 815634 & 658470 & 890423 & 245353 & 714921 & 451162 & 224607 & 765696 & 688184 & 354479 & 102225 & 148032 & 387613 & 653085 & 433654 & 845668 & 58412 & 624069 & 976791 & 811333 & 157934 & 485482 & 63031 & 325345 & 488506 & 339421 & 512002 & 327906 & 183454 & 208290 & 446802 & 544946 & 647626 & 405518 & 334608 & 365186 & 544842 & 957972 & 175754 & 642229 & 209092 & 375559 & 627215 & 420998 & 606619 & 28336 & 769060 & 169816 & 225512 & 227664 & 834022 & 607270 & 203436 & 578530 & 610529 & 333241 & 418255 & 56006 & 935465 & 962849 & $\\dots$ \\\\\n",
"\t4 & DwvkniCloDum & dbC3AvsoMd2R & T77IYt5Brz56 & fG5UJFPhqAIT & qfesfUh4ZpKE & 627884 & 75710 & 611586 & 600148 & 174527 & 788133 & 336225 & 505872 & 199221 & 8154 & 834667 & 926769 & 375554 & 20782 & 289580 & 753422 & 785207 & 499537 & 942933 & 632085 & 551356 & 882591 & 555471 & 683228 & 693694 & 301608 & 141798 & 120680 & 373042 & 17338 & 903641 & 237904 & 756578 & 892428 & 424303 & 16544 & 918142 & 459649 & 897418 & 863126 & 83360 & 326008 & 605719 & 70015 & 389300 & 609464 & 41055 & 424043 & 607712 & 580142 & 504974 & 852791 & 279234 & 332464 & 28895 & 108944 & 28396 & 60730 & 501781 & 972568 & 127343 & 769225 & 301349 & 602913 & 822196 & 870452 & 337389 & 603150 & 277712 & 902220 & 444980 & 838337 & 476416 & 607481 & 975726 & 221391 & 827171 & 631716 & 887584 & 972766 & 428126 & 617486 & 532220 & 961615 & 637277 & 331376 & 836862 & 718183 & 438319 & 552494 & 426621 & 702414 & $\\dots$ \\\\\n",
"\t5 & DwvkniCloDum & 3PRkk8TNk4YR & sYzO56kF5o65 & YuPY16LVLjNZ & qfesfUh4ZpKE & 581865 & 613808 & 841599 & 561030 & 191702 & 85565 & 503478 & 862705 & 185528 & 945686 & 291338 & 438892 & 306894 & 773735 & 233831 & 685863 & 126652 & 546177 & 271857 & 552024 & 932616 & 928566 & 144034 & 298922 & 281980 & 409588 & 206221 & 238330 & 330352 & 979242 & 304321 & 596833 & 316668 & 596196 & 870967 & 494129 & 719032 & 815875 & 739824 & 637339 & 707124 & 977766 & 274590 & 714448 & 994951 & 336859 & 492213 & 314919 & 540873 & 433286 & 963713 & 697052 & 787359 & 393681 & 123527 & 713173 & 509180 & 15590 & 979975 & 294426 & 35650 & 252835 & 111816 & 903460 & 370303 & 951874 & 663759 & 27674 & 329705 & 660054 & 796613 & 762096 & 52728 & 561708 & 530025 & 905763 & 881293 & 637288 & 175007 & 50499 & 884945 & 826345 & 688566 & 533290 & 432596 & 973348 & 261008 & 377285 & 504492 & 283069 & 469134 & 542675 & $\\dots$ \\\\\n",
"\\end{tabular}\n"
],
"text/plain": [
"\u001b[1m5×301 DataFrame\u001b[0m\n",
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"\u001b[1m \u001b[0m│\u001b[90m String \u001b[0m\u001b[90m String \u001b[0m\u001b[90m String \u001b[0m\u001b[90m String \u001b[0m\u001b[90m String \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m I\u001b[0m ⋯\n",
"─────┼──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n",
" 1 │ mY4UEjXiWPrf b0RYNpRQzGQf DuqVp9X1WoHF QTYKSKX1b2lR 3zPvw2z6YOUN 351996 167876 910856 797020 416243 355770 704694 811692 94328 597725 460517 751612 451476 84173 382921 875971 473918 217408 578172 402997 558189 629008 412398 571270 462939 349246 742713 690063 58121 229453 11342 905992 866154 637950 990048 668971 823288 894826 987457 842848 578999 653667 490870 294784 901721 351769 372719 141175 842692 424353 308600 132573 94005 881818 298296 716873 758645 150046 716862 448843 442169 834281 293344 617244 185491 977043 772793 858170 868203 174267 689024 168877 984021 921745 823048 537283 249943 479711 328784 832036 56780 236974 847389 66048 738972 606759 82664 596558 903690 14305 1 ⋯\n",
" 2 │ A1hRB3Diurx1 b0RYNpRQzGQf ea4BtOrtRCaM d5NkjM2crpGL p0DCeyzn43fY 762362 666711 349423 38599 459559 593346 833195 432635 695039 570459 517994 316159 691780 349516 30911 211871 8580 321702 967093 296105 771394 479542 472489 612907 137595 90806 771231 744636 168024 839076 975055 921432 59199 675790 741674 482625 315218 177271 590713 100319 621071 646335 366250 951851 519162 327048 409127 965540 498545 77894 506794 742998 896578 649232 67379 606422 790319 423208 525018 544178 284535 346876 168508 14674 435324 759043 133294 275219 676737 848360 530826 922038 917806 383208 360904 684185 623269 888882 392178 163573 767797 850749 776738 199082 41162 979159 175154 428890 306418 296042 4\n",
" 3 │ znbFlHXZ5aqm nSf5Facm4OAh WjKuSNv8Esvz fG5UJFPhqAIT p0DCeyzn43fY 472280 218978 703058 294453 70353 218636 127952 966437 664387 796604 655281 860315 657716 878489 399260 274906 341390 347734 798318 601887 882556 263061 892807 833584 460645 349248 270552 954162 749264 944565 353837 979034 815634 658470 890423 245353 714921 451162 224607 765696 688184 354479 102225 148032 387613 653085 433654 845668 58412 624069 976791 811333 157934 485482 63031 325345 488506 339421 512002 327906 183454 208290 446802 544946 647626 405518 334608 365186 544842 957972 175754 642229 209092 375559 627215 420998 606619 28336 769060 169816 225512 227664 834022 607270 203436 578530 610529 333241 418255 56006 9\n",
" 4 │ DwvkniCloDum dbC3AvsoMd2R T77IYt5Brz56 fG5UJFPhqAIT qfesfUh4ZpKE 627884 75710 611586 600148 174527 788133 336225 505872 199221 8154 834667 926769 375554 20782 289580 753422 785207 499537 942933 632085 551356 882591 555471 683228 693694 301608 141798 120680 373042 17338 903641 237904 756578 892428 424303 16544 918142 459649 897418 863126 83360 326008 605719 70015 389300 609464 41055 424043 607712 580142 504974 852791 279234 332464 28895 108944 28396 60730 501781 972568 127343 769225 301349 602913 822196 870452 337389 603150 277712 902220 444980 838337 476416 607481 975726 221391 827171 631716 887584 972766 428126 617486 532220 961615 637277 331376 836862 718183 438319 552494 4\n",
" 5 │ DwvkniCloDum 3PRkk8TNk4YR sYzO56kF5o65 YuPY16LVLjNZ qfesfUh4ZpKE 581865 613808 841599 561030 191702 85565 503478 862705 185528 945686 291338 438892 306894 773735 233831 685863 126652 546177 271857 552024 932616 928566 144034 298922 281980 409588 206221 238330 330352 979242 304321 596833 316668 596196 870967 494129 719032 815875 739824 637339 707124 977766 274590 714448 994951 336859 492213 314919 540873 433286 963713 697052 787359 393681 123527 713173 509180 15590 979975 294426 35650 252835 111816 903460 370303 951874 663759 27674 329705 660054 796613 762096 52728 561708 530025 905763 881293 637288 175007 50499 884945 826345 688566 533290 432596 973348 261008 377285 504492 283069 4 ⋯\n",
"\u001b[36m 206 columns omitted\u001b[0m"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df2 = DataFrame(rand(1:10^6, 10^7, 300),:auto)\n",
"df2[!, \"uuid\"] = StatsBase.sample(uuids, 10^7, replace = true)\n",
"df2[!, \"x1\"] = StatsBase.sample(x1s, 10^7, replace = true)\n",
"df2[!, \"x2\"] = StatsBase.sample(x2s, 10^7, replace = true)\n",
"df2[!, \"x3\"] = StatsBase.sample(x3s, 10^7, replace = true)\n",
"df2[!, \"x4\"] = StatsBase.sample(x4s, 10^7, replace = true)\n",
"df2[!, \"x5\"] = StatsBase.sample(x5s, 10^7, replace = true)\n",
"println(size(df2))\n",
"first(df2, 5)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## joined"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" 0.000090 seconds\n",
" 0.000003 seconds\n"
]
},
{
"data": {
"text/html": [
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title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th><th title=\"Int64\">Int64</th></tr></thead><tbody><tr><th>1</th><td>mY4UEjXiWPrf</td><td>b0RYNpRQzGQf</td><td>DuqVp9X1WoHF</td><td>QTYKSKX1b2lR</td><td>3zPvw2z6YOUN</td><td>351996</td><td>167876</td><td>910856</td><td>797020</td><td>416243</td><td>355770</td><td>704694</td><td>811692</td><td>94328</td><td>597725</td><td>460517</td><td>751612</td><td>451476</td><td>84173</td><td>382921</td><td>875971</td><td>473918</td><td>217408</td><td>578172</td><td>402997</td><td>558189</td><td>629008</td><td>412398</td><td>571270</td><td>462939</td><td>349246</td><td>742713</td><td>690063</td><td>58121</td><td>229453</td><td>11342</td><td>905992</td><td>866154</td><td>637950</td><td>990048</td><td>668971</td><td>823288</td><td>894826</td><td>987457</td><td>842848</td><td>578999</td><td>653667</td><td>490870</td><td>294784</td><td>901721</td><td>351769</td><td>372719</td><td>141175</td><td>842692</td><td>424353</td><td>308600</td><td>132573</td><td>94005</td><td>881818</td><td>298296</td><td>716873</td><td>758645</td><td>150046</td><td>716862</td><td>448843</td><td>442169</td><td>834281</td><td>293344</td><td>617244</td><td>185491</td><td>977043</td><td>772793</td><td>858170</td><td>868203</td><td>174267</td><td>689024</td><td>168877</td><td>984021</td><td>921745</td><td>823048</td><td>537283</td><td>249943</td><td>479711</td><td>328784</td><td>832036</td><td>56780</td><td>236974</td><td>847389</td><td>66048</td><td>738972</td><td>606759</td><td>82664</td><td>596558</td><td>903690</td><td>14305</td><td>146238</td><td>890536</td></tr><tr><th>2</th><td>A1hRB3Diurx1</td><td>b0RYNpRQzGQf</td><td>ea4BtOrtRCaM</td><td>d5NkjM2crpGL</td><td>p0DCeyzn43fY</td><td>762362</td><td>666711</td><td>349423</td><td>38599</td><td>459559</td><td>593346</td><td>833195</td><td>432635</td><td>695039</td><td>570459</td><td>517994</td><td>316159</td><td>691780</td><td>349516</td><td>30911</td><td>211871</td><td>8580</td><td>321702</td><td>967093</td><td>296105</td><td>771394</td><td>479542</td><td>472489</td><td>612907</td><td>137595</td><td>90806</td><td>771231</td><td>744636</td><td>168024</td><td>839076</td><td>975055</td><td>921432</td><td>59199</td><td>675790</td><td>741674</td><td>482625</td><td>315218</td><td>177271</td><td>590713</td><td>100319</td><td>621071</td><td>646335</td><td>366250</td><td>951851</td><td>519162</td><td>327048</td><td>409127</td><td>965540</td><td>498545</td><td>77894</td><td>506794</td><td>742998</td><td>896578</td><td>649232</td><td>67379</td><td>606422</td><td>790319</td><td>423208</td><td>525018</td><td>544178</td><td>284535</td><td>346876</td><td>168508</td><td>14674</td><td>435324</td><td>759043</td><td>133294</td><td>275219</td><td>676737</td><td>848360</td><td>530826</td><td>922038</td><td>917806</td><td>383208</td><td>360904</td><td>684185</td><td>623269</td><td>888882</td><td>392178</td><td>163573</td><td>767797</td><td>850749</td><td>776738</td><td>199082</td><td>41162</td><td>979159</td><td>175154</td><td>428890</td><td>306418</td><td>296042</td><td>422417</td><td>688303</td></tr><tr><th>3</th><td>znbFlHXZ5aqm</td><td>nSf5Facm4OAh</td><td>WjKuSNv8Esvz</td><td>fG5UJFPhqAIT</td><td>p0DCeyzn43fY</td><td>472280</td><td>218978</td><td>703058</td><td>294453</td><td>70353</td><td>218636</td><td>127952</td><td>966437</td><td>664387</td><td>796604</td><td>655281</td><td>860315</td><td>657716</td><td>878489</td><td>399260</td><td>274906</td><td>341390</td><td>347734</td><td>798318</td><td>601887</td><td>882556</td><td>263061</td><td>892807</td><td>833584</td><td>460645</td><td>349248</td><td>270552</td><td>954162</td><td>749264</td><td>944565</td><td>353837</td><td>979034</td><td>815634</td><td>658470</td><td>890423</td><td>245353</td><td>714921</td><td>451162</td><td>224607</td><td>765696</td><td>688184</td><td>354479</td><td>102225</td><td>148032</td><td>387613</td><td>653085</td><td>433654</td><td>845668</td><td>58412</td><td>624069</td><td>976791</td><td>811333</td><td>157934</td><td>485482</td><td>63031</td><td>325345</td><td>488506</td><td>339421</td><td>512002</td><td>327906</td><td>183454</td><td>208290</td><td>446802</td><td>544946</td><td>647626</td><td>405518</td><td>334608</td><td>365186</td><td>544842</td><td>957972</td><td>175754</td><td>642229</td><td>209092</td><td>375559</td><td>627215</td><td>420998</td><td>606619</td><td>28336</td><td>769060</td><td>169816</td><td>225512</td><td>227664</td><td>834022</td><td>607270</td><td>203436</td><td>578530</td><td>610529</td><td>333241</td><td>418255</td><td>56006</td><td>935465</td><td>962849</td></tr><tr><th>4</th><td>DwvkniCloDum</td><td>dbC3AvsoMd2R</td><td>T77IYt5Brz56</td><td>fG5UJFPhqAIT</td><td>qfesfUh4ZpKE</td><td>627884</td><td>75710</td><td>611586</td><td>600148</td><td>174527</td><td>788133</td><td>336225</td><td>505872</td><td>199221</td><td>8154</td><td>834667</td><td>926769</td><td>375554</td><td>20782</td><td>289580</td><td>753422</td><td>785207</td><td>499537</td><td>942933</td><td>632085</td><td>551356</td><td>882591</td><td>555471</td><td>683228</td><td>693694</td><td>301608</td><td>141798</td><td>120680</td><td>373042</td><td>17338</td><td>903641</td><td>237904</td><td>756578</td><td>892428</td><td>424303</td><td>16544</td><td>918142</td><td>459649</td><td>897418</td><td>863126</td><td>83360</td><td>326008</td><td>605719</td><td>70015</td><td>389300</td><td>609464</td><td>41055</td><td>424043</td><td>607712</td><td>580142</td><td>504974</td><td>852791</td><td>279234</td><td>332464</td><td>28895</td><td>108944</td><td>28396</td><td>60730</td><td>501781</td><td>972568</td><td>127343</td><td>769225</td><td>301349</td><td>602913</td><td>822196</td><td>870452</td><td>337389</td><td>603150</td><td>277712</td><td>902220</td><td>444980</td><td>838337</td><td>476416</td><td>607481</td><td>975726</td><td>221391</td><td>827171</td><td>631716</td><td>887584</td><td>972766</td><td>428126</td><td>617486</td><td>532220</td><td>961615</td><td>637277</td><td>331376</td><td>836862</td><td>718183</td><td>438319</td><td>552494</td><td>426621</td><td>702414</td></tr><tr><th>5</th><td>DwvkniCloDum</td><td>3PRkk8TNk4YR</td><td>sYzO56kF5o65</td><td>YuPY16LVLjNZ</td><td>qfesfUh4ZpKE</td><td>581865</td><td>613808</td><td>841599</td><td>561030</td><td>191702</td><td>85565</td><td>503478</td><td>862705</td><td>185528</td><td>945686</td><td>291338</td><td>438892</td><td>306894</td><td>773735</td><td>233831</td><td>685863</td><td>126652</td><td>546177</td><td>271857</td><td>552024</td><td>932616</td><td>928566</td><td>144034</td><td>298922</td><td>281980</td><td>409588</td><td>206221</td><td>238330</td><td>330352</td><td>979242</td><td>304321</td><td>596833</td><td>316668</td><td>596196</td><td>870967</td><td>494129</td><td>719032</td><td>815875</td><td>739824</td><td>637339</td><td>707124</td><td>977766</td><td>274590</td><td>714448</td><td>994951</td><td>336859</td><td>492213</td><td>314919</td><td>540873</td><td>433286</td><td>963713</td><td>697052</td><td>787359</td><td>393681</td><td>123527</td><td>713173</td><td>509180</td><td>15590</td><td>979975</td><td>294426</td><td>35650</td><td>252835</td><td>111816</td><td>903460</td><td>370303</td><td>951874</td><td>663759</td><td>27674</td><td>329705</td><td>660054</td><td>796613</td><td>762096</td><td>52728</td><td>561708</td><td>530025</td><td>905763</td><td>881293</td><td>637288</td><td>175007</td><td>50499</td><td>884945</td><td>826345</td><td>688566</td><td>533290</td><td>432596</td><td>973348</td><td>261008</td><td>377285</td><td>504492</td><td>283069</td><td>469134</td><td>542675</td></tr><tr><th>6</th><td>buqvhDERNUoW</td><td>nSf5Facm4OAh</td><td>v3J286wS1Rq2</td><td>fG5UJFPhqAIT</td><td>p0DCeyzn43fY</td><td>168562</td><td>402044</td><td>183884</td><td>866108</td><td>801529</td><td>948916</td><td>104330</td><td>800664</td><td>515278</td><td>593945</td><td>129686</td><td>105321</td><td>799403</td><td>593527</td><td>693475</td><td>456437</td><td>514943</td><td>415200</td><td>444637</td><td>55852</td><td>411853</td><td>791696</td><td>473261</td><td>25315</td><td>626439</td><td>605837</td><td>876796</td><td>315437</td><td>938192</td><td>140400</td><td>669881</td><td>37322</td><td>972389</td><td>937070</td><td>144793</td><td>757854</td><td>551734</td><td>245370</td><td>782015</td><td>218064</td><td>376178</td><td>456063</td><td>798840</td><td>551451</td><td>726863</td><td>139150</td><td>928333</td><td>526748</td><td>992873</td><td>744180</td><td>630219</td><td>596953</td><td>731421</td><td>334628</td><td>465738</td><td>290560</td><td>156839</td><td>319674</td><td>880435</td><td>496248</td><td>521598</td><td>869350</td><td>876738</td><td>730968</td><td>430847</td><td>84113</td><td>654383</td><td>802700</td><td>493133</td><td>622512</td><td>714872</td><td>332116</td><td>614906</td><td>776553</td><td>578764</td><td>457911</td><td>608424</td><td>193536</td><td>904154</td><td>554970</td><td>333818</td><td>361863</td><td>752088</td><td>392841</td><td>514031</td><td>889184</td><td>707390</td><td>274868</td><td>986390</td><td>648336</td><td>86256</td><td>157043</td></tr><tr><th>7</th><td>rUsBgKHQLgFr</td><td>Vcp0utNJNnl9</td><td>E5gOgX9QVAqq</td><td>YuPY16LVLjNZ</td><td>SZ6j80YboMsi</td><td>701415</td><td>708274</td><td>506021</td><td>544495</td><td>723912</td><td>307846</td><td>752986</td><td>317706</td><td>782383</td><td>116975</td><td>91304</td><td>325528</td><td>61051</td><td>75759</td><td>909317</td><td>716439</td><td>816917</td><td>283661</td><td>999231</td><td>915306</td><td>610910</td><td>964396</td><td>230896</td><td>568674</td><td>399801</td><td>683139</td><td>851843</td><td>244985</td><td>341835</td><td>869516</td><td>586932</td><td>621444</td><td>642585</td><td>477835</td><td>211055</td><td>689703</td><td>792044</td><td>157888</td><td>4858</td><td>301847</td><td>688632</td><td>430090</td><td>527239</td><td>18913</td><td>376008</td><td>211922</td><td>209204</td><td>933320</td><td>620727</td><td>45659</td><td>380722</td><td>661631</td><td>473463</td><td>18643</td><td>874570</td><td>508541</td><td>930564</td><td>314527</td><td>953500</td><td>445729</td><td>909126</td><td>827901</td><td>740342</td><td>501242</td><td>94375</td><td>179397</td><td>937479</td><td>368559</td><td>935612</td><td>977790</td><td>670708</td><td>128117</td><td>972723</td><td>430692</td><td>587294</td><td>691603</td><td>489028</td><td>722759</td><td>991337</td><td>82302</td><td>816418</td><td>521532</td><td>329929</td><td>522471</td><td>679148</td><td>262686</td><td>132809</td><td>994438</td><td>524350</td><td>876947</td><td>510604</td><td>756672</td></tr><tr><th>8</th><td>iHAN4Uc2i1uR</td><td>z2OarTVoXRSW</td><td>AO46VvPJOtZP</td><td>3Y9hNtZPEISI</td><td>qfesfUh4ZpKE</td><td>638516</td><td>407311</td><td>136831</td><td>193425</td><td>818635</td><td>291324</td><td>722356</td><td>352326</td><td>171155</td><td>635437</td><td>438838</td><td>606484</td><td>658891</td><td>699475</td><td>896187</td><td>735838</td><td>538618</td><td>222824</td><td>938099</td><td>284048</td><td>44499</td><td>966489</td><td>534993</td><td>119586</td><td>440743</td><td>784203</td><td>81457</td><td>530526</td><td>940256</td><td>322371</td><td>682027</td><td>574301</td><td>164930</td><td>356834</td><td>153442</td><td>82060</td><td>465695</td><td>334792</td><td>487112</td><td>220419</td><td>252870</td><td>960502</td><td>264817</td><td>593941</td><td>550387</td><td>394612</td><td>315474</td><td>668090</td><td>412535</td><td>222557</td><td>514661</td><td>679882</td><td>766091</td><td>516406</td><td>444976</td><td>870003</td><td>675132</td><td>109884</td><td>816562</td><td>27174</td><td>588350</td><td>678018</td><td>761841</td><td>931635</td><td>901994</td><td>156588</td><td>885794</td><td>148593</td><td>113290</td><td>935100</td><td>567098</td><td>363275</td><td>491666</td><td>439997</td><td>793212</td><td>522264</td><td>203774</td><td>422641</td><td>146872</td><td>859365</td><td>27018</td><td>402461</td><td>787903</td><td>836251</td><td>820055</td><td>85761</td><td>817132</td><td>748016</td><td>649873</td><td>448355</td><td>763447</td><td>75856</td></tr><tr><th>9</th><td>mY4UEjXiWPrf</td><td>b0RYNpRQzGQf</td><td>lkW6eY8mvaFo</td><td>YuPY16LVLjNZ</td><td>eILgWFmsOjKw</td><td>193263</td><td>79540</td><td>21283</td><td>584725</td><td>930981</td><td>785525</td><td>586665</td><td>634057</td><td>873922</td><td>619433</td><td>325150</td><td>975419</td><td>751962</td><td>404983</td><td>985973</td><td>776775</td><td>597303</td><td>118679</td><td>485627</td><td>235488</td><td>837266</td><td>353844</td><td>262499</td><td>608221</td><td>160817</td><td>737684</td><td>662749</td><td>429180</td><td>560806</td><td>247479</td><td>311556</td><td>500411</td><td>203986</td><td>199856</td><td>457846</td><td>189562</td><td>260801</td><td>125638</td><td>634852</td><td>928573</td><td>61980</td><td>466906</td><td>926047</td><td>700319</td><td>312180</td><td>166824</td><td>977510</td><td>799753</td><td>716490</td><td>530599</td><td>378515</td><td>613710</td><td>35254</td><td>869733</td><td>990758</td><td>958484</td><td>859610</td><td>292165</td><td>539346</td><td>405332</td><td>463050</td><td>258512</td><td>975449</td><td>380024</td><td>877545</td><td>116892</td><td>169351</td><td>320578</td><td>201878</td><td>146316</td><td>188695</td><td>381814</td><td>299564</td><td>751564</td><td>14533</td><td>364453</td><td>298967</td><td>952045</td><td>476099</td><td>311338</td><td>547023</td><td>306539</td><td>914556</td><td>906559</td><td>66528</td><td>607374</td><td>777709</td><td>40107</td><td>20353</td><td>870613</td><td>298362</td><td>154379</td></tr><tr><th>10</th><td>zPJHtvXhrdxl</td><td>WHi2UPElJ7Dn</td><td>XHQ3d1dBYBtm</td><td>fG5UJFPhqAIT</td><td>eILgWFmsOjKw</td><td>847366</td><td>354718</td><td>851525</td><td>184749</td><td>444327</td><td>968968</td><td>434544</td><td>86680</td><td>798717</td><td>690632</td><td>516001</td><td>832806</td><td>66192</td><td>702443</td><td>998015</td><td>663501</td><td>899243</td><td>38681</td><td>511765</td><td>575635</td><td>806939</td><td>349755</td><td>358855</td><td>938494</td><td>937207</td><td>283583</td><td>407679</td><td>447459</td><td>744735</td><td>103652</td><td>62811</td><td>342618</td><td>968397</td><td>390446</td><td>615521</td><td>559139</td><td>980850</td><td>262952</td><td>765118</td><td>79314</td><td>120226</td><td>902716</td><td>171542</td><td>443681</td><td>552810</td><td>473656</td><td>22283</td><td>959103</td><td>327001</td><td>67266</td><td>201202</td><td>236308</td><td>610075</td><td>29184</td><td>270817</td><td>976561</td><td>561499</td><td>458709</td><td>903077</td><td>836374</td><td>227222</td><td>279572</td><td>628202</td><td>379895</td><td>661786</td><td>267415</td><td>610904</td><td>659705</td><td>863056</td><td>968125</td><td>22058</td><td>521746</td><td>946528</td><td>545592</td><td>784130</td><td>437751</td><td>673475</td><td>663827</td><td>440950</td><td>515438</td><td>411793</td><td>949709</td><td>238931</td><td>330296</td><td>118528</td><td>497299</td><td>879236</td><td>75416</td><td>361019</td><td>848355</td><td>53646</td><td>940436</td></tr><tr><th>11</th><td>ODsly2tcfBtF</td><td>Ta51BQxByfNs</td><td>6a90ehgAgWcL</td><td>d5NkjM2crpGL</td><td>3zPvw2z6YOUN</td><td>670244</td><td>289203</td><td>781371</td><td>58014</td><td>913211</td><td>573271</td><td>547821</td><td>715091</td><td>425089</td><td>342703</td><td>680618</td><td>515647</td><td>67142</td><td>541480</td><td>618838</td><td>358824</td><td>274358</td><td>565208</td><td>855276</td><td>602366</td><td>185177</td><td>557845</td><td>248408</td><td>893377</td><td>339499</td><td>8060</td><td>20641</td><td>140830</td><td>983020</td><td>417266</td><td>203079</td><td>644223</td><td>886894</td><td>465751</td><td>873853</td><td>197188</td><td>794445</td><td>605793</td><td>515085</td><td>312568</td><td>398334</td><td>662340</td><td>424187</td><td>146803</td><td>872514</td><td>369944</td><td>253450</td><td>748354</td><td>400231</td><td>633216</td><td>317302</td><td>561241</td><td>892363</td><td>791137</td><td>267108</td><td>333544</td><td>632370</td><td>109840</td><td>387939</td><td>804029</td><td>457150</td><td>74440</td><td>280793</td><td>682756</td><td>204440</td><td>297319</td><td>552170</td><td>539122</td><td>193759</td><td>413561</td><td>737358</td><td>692854</td><td>768572</td><td>598856</td><td>70950</td><td>66047</td><td>124619</td><td>653770</td><td>565489</td><td>11927</td><td>563750</td><td>652126</td><td>237167</td><td>278533</td><td>600545</td><td>971590</td><td>378032</td><td>233326</td><td>924821</td><td>597302</td><td>903922</td><td>783271</td></tr><tr><th>12</th><td>n9zXySu5a617</td><td>AuEHWdZJJoS4</td><td>rexfhBwV4ma3</td><td>fG5UJFPhqAIT</td><td>SZ6j80YboMsi</td><td>129313</td><td>377792</td><td>867912</td><td>317661</td><td>329907</td><td>912461</td><td>632677</td><td>587425</td><td>899215</td><td>928438</td><td>204069</td><td>323675</td><td>677269</td><td>323345</td><td>301909</td><td>458613</td><td>787052</td><td>103656</td><td>331318</td><td>819777</td><td>810467</td><td>330937</td><td>490493</td><td>657708</td><td>221601</td><td>722248</td><td>188411</td><td>470128</td><td>516331</td><td>729205</td><td>215438</td><td>427163</td><td>614690</td><td>403603</td><td>738046</td><td>601585</td><td>896350</td><td>355291</td><td>235745</td><td>926716</td><td>451504</td><td>158495</td><td>203391</td><td>223764</td><td>610188</td><td>880077</td><td>340381</td><td>623518</td><td>650367</td><td>997083</td><td>163900</td><td>472755</td><td>745752</td><td>681548</td><td>661145</td><td>747396</td><td>740355</td><td>514839</td><td>54751</td><td>283767</td><td>580425</td><td>278499</td><td>345784</td><td>449219</td><td>987218</td><td>582556</td><td>189270</td><td>798676</td><td>973986</td><td>524137</td><td>655427</td><td>244610</td><td>685384</td><td>4914</td><td>773379</td><td>101204</td><td>393863</td><td>143471</td><td>827171</td><td>214143</td><td>749444</td><td>983168</td><td>333897</td><td>639700</td><td>643917</td><td>427823</td><td>701963</td><td>715704</td><td>846038</td><td>388311</td><td>779691</td><td>292298</td></tr><tr><th>13</th><td>SnqihuQXCDKC</td><td>WHi2UPElJ7Dn</td><td>uuY682rRZETC</td><td>d5NkjM2crpGL</td><td>3zPvw2z6YOUN</td><td>711007</td><td>3071</td><td>333298</td><td>754170</td><td>909457</td><td>854201</td><td>539589</td><td>782082</td><td>189483</td><td>322249</td><td>506098</td><td>232047</td><td>720716</td><td>815132</td><td>845816</td><td>985983</td><td>943151</td><td>320390</td><td>266575</td><td>443496</td><td>610241</td><td>203445</td><td>175748</td><td>534009</td><td>927923</td><td>646495</td><td>563006</td><td>656182</td><td>393340</td><td>220972</td><td>891145</td><td>952374</td><td>352050</td><td>107467</td><td>209782</td><td>939030</td><td>843613</td><td>722594</td><td>910586</td><td>374223</td><td>177097</td><td>509890</td><td>490542</td><td>94472</td><td>793698</td><td>419238</td><td>278070</td><td>985195</td><td>364440</td><td>346072</td><td>776266</td><td>653144</td><td>85504</td><td>872369</td><td>712405</td><td>239413</td><td>629273</td><td>115405</td><td>825167</td><td>784908</td><td>717555</td><td>416132</td><td>432611</td><td>943578</td><td>64239</td><td>940616</td><td>84150</td><td>985283</td><td>235578</td><td>53096</td><td>73973</td><td>310972</td><td>826813</td><td>330036</td><td>951555</td><td>478212</td><td>718114</td><td>566611</td><td>749429</td><td>504471</td><td>650949</td><td>253531</td><td>273360</td><td>841684</td><td>244351</td><td>31206</td><td>382375</td><td>150859</td><td>249624</td><td>212745</td><td>989882</td><td>929904</td></tr><tr><th>14</th><td>IOtiBN3Z3iuJ</td><td>qFDfKpZvbI4C</td><td>S7zh1h5mTvTk</td><td>fG5UJFPhqAIT</td><td>SZ6j80YboMsi</td><td>941810</td><td>502657</td><td>209322</td><td>821388</td><td>404075</td><td>603104</td><td>620621</td><td>558632</td><td>99223</td><td>865109</td><td>101017</td><td>252062</td><td>151394</td><td>188737</td><td>24279</td><td>994657</td><td>494948</td><td>965143</td><td>758819</td><td>323482</td><td>399753</td><td>627518</td><td>413324</td><td>417987</td><td>938503</td><td>663103</td><td>288158</td><td>911598</td><td>869576</td><td>345072</td><td>110092</td><td>294752</td><td>50617</td><td>895511</td><td>530547</td><td>577058</td><td>675218</td><td>959911</td><td>597753</td><td>561112</td><td>837529</td><td>965445</td><td>479914</td><td>277373</td><td>221786</td><td>830008</td><td>500635</td><td>745442</td><td>162933</td><td>144160</td><td>69223</td><td>93698</td><td>47466</td><td>263754</td><td>873301</td><td>221717</td><td>396539</td><td>276060</td><td>746747</td><td>41661</td><td>198053</td><td>408597</td><td>319206</td><td>154555</td><td>804956</td><td>436071</td><td>261350</td><td>18702</td><td>710056</td><td>975657</td><td>921889</td><td>981315</td><td>485317</td><td>397125</td><td>935023</td><td>966003</td><td>388879</td><td>221668</td><td>822418</td><td>888918</td><td>344125</td><td>557345</td><td>177640</td><td>853471</td><td>838207</td><td>101656</td><td>929443</td><td>686298</td><td>434606</td><td>833559</td><td>311437</td><td>736520</td></tr><tr><th>15</th><td>znbFlHXZ5aqm</td><td>L8hnsmwwZMaZ</td><td>4t4Zl3yjKxEg</td><td>d5NkjM2crpGL</td><td>p0DCeyzn43fY</td><td>819438</td><td>395416</td><td>831236</td><td>732712</td><td>858777</td><td>714577</td><td>741385</td><td>905325</td><td>832342</td><td>629528</td><td>399588</td><td>717034</td><td>444054</td><td>928274</td><td>31518</td><td>789720</td><td>643798</td><td>745323</td><td>22039</td><td>523372</td><td>106389</td><td>550082</td><td>705108</td><td>760940</td><td>489610</td><td>610526</td><td>161172</td><td>327227</td><td>350117</td><td>117357</td><td>711706</td><td>703421</td><td>943869</td><td>813187</td><td>784586</td><td>913542</td><td>239479</td><td>915262</td><td>245139</td><td>190098</td><td>148691</td><td>466538</td><td>774996</td><td>794524</td><td>978511</td><td>831411</td><td>36402</td><td>172120</td><td>109122</td><td>188714</td><td>997619</td><td>664573</td><td>653511</td><td>809392</td><td>83348</td><td>637728</td><td>513622</td><td>812178</td><td>395870</td><td>146065</td><td>370350</td><td>788517</td><td>439107</td><td>529072</td><td>311238</td><td>527657</td><td>281357</td><td>76404</td><td>807934</td><td>561239</td><td>803378</td><td>9995</td><td>465198</td><td>973502</td><td>345811</td><td>737636</td><td>795938</td><td>157530</td><td>796540</td><td>271113</td><td>649357</td><td>348387</td><td>273394</td><td>963898</td><td>934501</td><td>129808</td><td>667726</td><td>10122</td><td>642825</td><td>36839</td><td>764249</td><td>920082</td></tr><tr><th>16</th><td>FX9JWbcvN9jM</td><td>nSf5Facm4OAh</td><td>whSkZWDeeJOH</td><td>jPj3mWH4ItuP</td><td>3zPvw2z6YOUN</td><td>715412</td><td>106247</td><td>160729</td><td>928079</td><td>953750</td><td>540946</td><td>164971</td><td>368428</td><td>314800</td><td>61390</td><td>3740</td><td>495082</td><td>666531</td><td>476444</td><td>854590</td><td>152412</td><td>344638</td><td>327597</td><td>36030</td><td>795818</td><td>232121</td><td>687053</td><td>946338</td><td>100624</td><td>221784</td><td>210590</td><td>440358</td><td>827944</td><td>936244</td><td>351118</td><td>959143</td><td>979884</td><td>459942</td><td>91875</td><td>797214</td><td>695099</td><td>39239</td><td>558945</td><td>968538</td><td>385999</td><td>390987</td><td>612610</td><td>236114</td><td>354006</td><td>837671</td><td>234276</td><td>191172</td><td>802484</td><td>532742</td><td>752318</td><td>403334</td><td>731663</td><td>835352</td><td>990815</td><td>49935</td><td>162632</td><td>289602</td><td>832644</td><td>284886</td><td>757517</td><td>848120</td><td>90742</td><td>510837</td><td>797421</td><td>273822</td><td>371685</td><td>384048</td><td>422696</td><td>912407</td><td>46831</td><td>801357</td><td>665949</td><td>997933</td><td>542076</td><td>492889</td><td>124495</td><td>82115</td><td>332478</td><td>419111</td><td>462364</td><td>498589</td><td>112325</td><td>479796</td><td>108949</td><td>790844</td><td>731455</td><td>162357</td><td>32761</td><td>56466</td><td>907034</td><td>904004</td><td>75090</td></tr><tr><th>17</th><td>mY4UEjXiWPrf</td><td>FoKYiOdHeXYD</td><td>iD61SkKy7hVK</td><td>YuPY16LVLjNZ</td><td>3zPvw2z6YOUN</td><td>130409</td><td>661565</td><td>199008</td><td>21534</td><td>388795</td><td>697737</td><td>725018</td><td>926234</td><td>602478</td><td>338739</td><td>238474</td><td>691514</td><td>490842</td><td>954570</td><td>210620</td><td>747860</td><td>955956</td><td>339738</td><td>960843</td><td>385974</td><td>987162</td><td>590332</td><td>771153</td><td>366821</td><td>293328</td><td>655330</td><td>388357</td><td>540995</td><td>218890</td><td>383069</td><td>201174</td><td>150112</td><td>548988</td><td>336719</td><td>733874</td><td>35474</td><td>570232</td><td>346006</td><td>873085</td><td>240</td><td>658043</td><td>73956</td><td>281265</td><td>80114</td><td>426535</td><td>488812</td><td>202378</td><td>936825</td><td>41577</td><td>800007</td><td>908128</td><td>590062</td><td>599272</td><td>965286</td><td>788013</td><td>930553</td><td>187297</td><td>991809</td><td>642631</td><td>79281</td><td>861085</td><td>727422</td><td>701929</td><td>579969</td><td>131818</td><td>680715</td><td>970366</td><td>229899</td><td>883215</td><td>133754</td><td>155268</td><td>655314</td><td>570226</td><td>758562</td><td>791288</td><td>591901</td><td>386524</td><td>641582</td><td>410748</td><td>393070</td><td>912187</td><td>635441</td><td>458892</td><td>307816</td><td>270423</td><td>997569</td><td>959514</td><td>384816</td><td>17269</td><td>379403</td><td>470662</td><td>679806</td></tr><tr><th>18</th><td>n9zXySu5a617</td><td>kPnOduJylVuN</td><td>buwnGQcbNXdV</td><td>3Y9hNtZPEISI</td><td>qfesfUh4ZpKE</td><td>996772</td><td>194315</td><td>756999</td><td>736126</td><td>74267</td><td>412898</td><td>249410</td><td>409658</td><td>125764</td><td>711779</td><td>443186</td><td>297913</td><td>146428</td><td>893667</td><td>474918</td><td>261779</td><td>447348</td><td>871153</td><td>255697</td><td>319511</td><td>360791</td><td>809850</td><td>270352</td><td>401064</td><td>891657</td><td>529146</td><td>563374</td><td>293545</td><td>656865</td><td>957540</td><td>168559</td><td>238454</td><td>557129</td><td>745226</td><td>8404</td><td>855330</td><td>196537</td><td>361441</td><td>707222</td><td>325953</td><td>466068</td><td>996697</td><td>273427</td><td>218824</td><td>197073</td><td>533941</td><td>805388</td><td>677414</td><td>74441</td><td>266431</td><td>274974</td><td>324020</td><td>848225</td><td>869834</td><td>835109</td><td>526765</td><td>996778</td><td>383913</td><td>525115</td><td>159965</td><td>749184</td><td>135990</td><td>113477</td><td>398297</td><td>998391</td><td>53</td><td>134830</td><td>33620</td><td>841176</td><td>544387</td><td>612822</td><td>154068</td><td>726082</td><td>863769</td><td>759029</td><td>767912</td><td>909499</td><td>562507</td><td>582972</td><td>933582</td><td>810820</td><td>386920</td><td>104813</td><td>757257</td><td>420724</td><td>776265</td><td>771261</td><td>12528</td><td>832905</td><td>782960</td><td>33108</td><td>656444</td></tr><tr><th>19</th><td>n9zXySu5a617</td><td>I97F0ZEBMijX</td><td>Cv2NHAxKiBPp</td><td>fG5UJFPhqAIT</td><td>eILgWFmsOjKw</td><td>855108</td><td>34079</td><td>837180</td><td>920544</td><td>185216</td><td>222755</td><td>389680</td><td>218805</td><td>318633</td><td>654890</td><td>745833</td><td>695472</td><td>665217</td><td>888021</td><td>704568</td><td>482886</td><td>81331</td><td>979301</td><td>869593</td><td>168704</td><td>743021</td><td>627316</td><td>38682</td><td>473357</td><td>916378</td><td>633298</td><td>81907</td><td>649616</td><td>975662</td><td>510734</td><td>929032</td><td>655316</td><td>493000</td><td>254913</td><td>511092</td><td>422984</td><td>942763</td><td>256502</td><td>815443</td><td>633731</td><td>332963</td><td>347838</td><td>888296</td><td>28545</td><td>512074</td><td>214266</td><td>284342</td><td>349220</td><td>159960</td><td>921426</td><td>426262</td><td>929973</td><td>39011</td><td>187394</td><td>291708</td><td>891799</td><td>544500</td><td>670384</td><td>913727</td><td>943074</td><td>291971</td><td>354282</td><td>373431</td><td>227660</td><td>664788</td><td>450326</td><td>408369</td><td>886948</td><td>892542</td><td>207916</td><td>332251</td><td>716424</td><td>684017</td><td>629271</td><td>953162</td><td>657904</td><td>371435</td><td>192687</td><td>997300</td><td>325615</td><td>893858</td><td>373964</td><td>77786</td><td>969610</td><td>798936</td><td>55692</td><td>434088</td><td>721977</td><td>432799</td><td>871594</td><td>687800</td><td>932527</td></tr><tr><th>20</th><td>n9zXySu5a617</td><td>kPnOduJylVuN</td><td>E5gOgX9QVAqq</td><td>3Y9hNtZPEISI</td><td>qfesfUh4ZpKE</td><td>720569</td><td>29919</td><td>198374</td><td>55998</td><td>110232</td><td>454922</td><td>968098</td><td>547569</td><td>699203</td><td>762048</td><td>290273</td><td>755242</td><td>668806</td><td>313273</td><td>919410</td><td>29082</td><td>190437</td><td>536677</td><td>664337</td><td>509738</td><td>667424</td><td>613507</td><td>142624</td><td>173982</td><td>281466</td><td>183943</td><td>834722</td><td>549693</td><td>817276</td><td>198350</td><td>405008</td><td>953360</td><td>111055</td><td>77637</td><td>23824</td><td>171318</td><td>213167</td><td>964467</td><td>112887</td><td>753697</td><td>215373</td><td>474311</td><td>59074</td><td>294941</td><td>843984</td><td>769084</td><td>7665</td><td>501435</td><td>757533</td><td>849318</td><td>702781</td><td>772862</td><td>679837</td><td>350295</td><td>485787</td><td>149692</td><td>193536</td><td>975184</td><td>327730</td><td>602643</td><td>176627</td><td>963873</td><td>431594</td><td>57844</td><td>650205</td><td>582234</td><td>238803</td><td>498409</td><td>425260</td><td>182522</td><td>923930</td><td>382139</td><td>366534</td><td>209046</td><td>767391</td><td>819853</td><td>637910</td><td>943562</td><td>573544</td><td>914030</td><td>386600</td><td>491707</td><td>438949</td><td>693018</td><td>333634</td><td>631516</td><td>584102</td><td>409801</td><td>735081</td><td>150317</td><td>917368</td><td>333766</td></tr><tr><th>&vellip;</th><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td></tr></tbody></table></div>"
],
"text/latex": [
"\\begin{tabular}{r|cccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccc}\n",
"\t& x1 & x2 & x3 & x4 & x5 & x6 & x7 & x8 & x9 & x10 & x11 & x12 & x13 & x14 & x15 & x16 & x17 & x18 & x19 & x20 & x21 & x22 & x23 & x24 & x25 & x26 & x27 & x28 & x29 & x30 & x31 & x32 & x33 & x34 & x35 & x36 & x37 & x38 & x39 & x40 & x41 & x42 & x43 & x44 & x45 & x46 & x47 & x48 & x49 & x50 & x51 & x52 & x53 & x54 & x55 & x56 & x57 & x58 & x59 & x60 & x61 & x62 & x63 & x64 & x65 & x66 & x67 & x68 & x69 & x70 & x71 & x72 & x73 & x74 & x75 & x76 & x77 & x78 & x79 & x80 & x81 & x82 & x83 & x84 & x85 & x86 & x87 & x88 & x89 & x90 & x91 & x92 & x93 & x94 & x95 & x96 & x97 & \\\\\n",
"\t\\hline\n",
"\t& String & String & String & String & String & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & Int64 & \\\\\n",
"\t\\hline\n",
"\t1 & mY4UEjXiWPrf & b0RYNpRQzGQf & DuqVp9X1WoHF & QTYKSKX1b2lR & 3zPvw2z6YOUN & 351996 & 167876 & 910856 & 797020 & 416243 & 355770 & 704694 & 811692 & 94328 & 597725 & 460517 & 751612 & 451476 & 84173 & 382921 & 875971 & 473918 & 217408 & 578172 & 402997 & 558189 & 629008 & 412398 & 571270 & 462939 & 349246 & 742713 & 690063 & 58121 & 229453 & 11342 & 905992 & 866154 & 637950 & 990048 & 668971 & 823288 & 894826 & 987457 & 842848 & 578999 & 653667 & 490870 & 294784 & 901721 & 351769 & 372719 & 141175 & 842692 & 424353 & 308600 & 132573 & 94005 & 881818 & 298296 & 716873 & 758645 & 150046 & 716862 & 448843 & 442169 & 834281 & 293344 & 617244 & 185491 & 977043 & 772793 & 858170 & 868203 & 174267 & 689024 & 168877 & 984021 & 921745 & 823048 & 537283 & 249943 & 479711 & 328784 & 832036 & 56780 & 236974 & 847389 & 66048 & 738972 & 606759 & 82664 & 596558 & 903690 & 14305 & 146238 & 890536 & $\\dots$ \\\\\n",
"\t2 & A1hRB3Diurx1 & b0RYNpRQzGQf & ea4BtOrtRCaM & d5NkjM2crpGL & p0DCeyzn43fY & 762362 & 666711 & 349423 & 38599 & 459559 & 593346 & 833195 & 432635 & 695039 & 570459 & 517994 & 316159 & 691780 & 349516 & 30911 & 211871 & 8580 & 321702 & 967093 & 296105 & 771394 & 479542 & 472489 & 612907 & 137595 & 90806 & 771231 & 744636 & 168024 & 839076 & 975055 & 921432 & 59199 & 675790 & 741674 & 482625 & 315218 & 177271 & 590713 & 100319 & 621071 & 646335 & 366250 & 951851 & 519162 & 327048 & 409127 & 965540 & 498545 & 77894 & 506794 & 742998 & 896578 & 649232 & 67379 & 606422 & 790319 & 423208 & 525018 & 544178 & 284535 & 346876 & 168508 & 14674 & 435324 & 759043 & 133294 & 275219 & 676737 & 848360 & 530826 & 922038 & 917806 & 383208 & 360904 & 684185 & 623269 & 888882 & 392178 & 163573 & 767797 & 850749 & 776738 & 199082 & 41162 & 979159 & 175154 & 428890 & 306418 & 296042 & 422417 & 688303 & $\\dots$ \\\\\n",
"\t3 & znbFlHXZ5aqm & nSf5Facm4OAh & WjKuSNv8Esvz & fG5UJFPhqAIT & p0DCeyzn43fY & 472280 & 218978 & 703058 & 294453 & 70353 & 218636 & 127952 & 966437 & 664387 & 796604 & 655281 & 860315 & 657716 & 878489 & 399260 & 274906 & 341390 & 347734 & 798318 & 601887 & 882556 & 263061 & 892807 & 833584 & 460645 & 349248 & 270552 & 954162 & 749264 & 944565 & 353837 & 979034 & 815634 & 658470 & 890423 & 245353 & 714921 & 451162 & 224607 & 765696 & 688184 & 354479 & 102225 & 148032 & 387613 & 653085 & 433654 & 845668 & 58412 & 624069 & 976791 & 811333 & 157934 & 485482 & 63031 & 325345 & 488506 & 339421 & 512002 & 327906 & 183454 & 208290 & 446802 & 544946 & 647626 & 405518 & 334608 & 365186 & 544842 & 957972 & 175754 & 642229 & 209092 & 375559 & 627215 & 420998 & 606619 & 28336 & 769060 & 169816 & 225512 & 227664 & 834022 & 607270 & 203436 & 578530 & 610529 & 333241 & 418255 & 56006 & 935465 & 962849 & $\\dots$ \\\\\n",
"\t4 & DwvkniCloDum & dbC3AvsoMd2R & T77IYt5Brz56 & fG5UJFPhqAIT & qfesfUh4ZpKE & 627884 & 75710 & 611586 & 600148 & 174527 & 788133 & 336225 & 505872 & 199221 & 8154 & 834667 & 926769 & 375554 & 20782 & 289580 & 753422 & 785207 & 499537 & 942933 & 632085 & 551356 & 882591 & 555471 & 683228 & 693694 & 301608 & 141798 & 120680 & 373042 & 17338 & 903641 & 237904 & 756578 & 892428 & 424303 & 16544 & 918142 & 459649 & 897418 & 863126 & 83360 & 326008 & 605719 & 70015 & 389300 & 609464 & 41055 & 424043 & 607712 & 580142 & 504974 & 852791 & 279234 & 332464 & 28895 & 108944 & 28396 & 60730 & 501781 & 972568 & 127343 & 769225 & 301349 & 602913 & 822196 & 870452 & 337389 & 603150 & 277712 & 902220 & 444980 & 838337 & 476416 & 607481 & 975726 & 221391 & 827171 & 631716 & 887584 & 972766 & 428126 & 617486 & 532220 & 961615 & 637277 & 331376 & 836862 & 718183 & 438319 & 552494 & 426621 & 702414 & $\\dots$ \\\\\n",
"\t5 & DwvkniCloDum & 3PRkk8TNk4YR & sYzO56kF5o65 & YuPY16LVLjNZ & qfesfUh4ZpKE & 581865 & 613808 & 841599 & 561030 & 191702 & 85565 & 503478 & 862705 & 185528 & 945686 & 291338 & 438892 & 306894 & 773735 & 233831 & 685863 & 126652 & 546177 & 271857 & 552024 & 932616 & 928566 & 144034 & 298922 & 281980 & 409588 & 206221 & 238330 & 330352 & 979242 & 304321 & 596833 & 316668 & 596196 & 870967 & 494129 & 719032 & 815875 & 739824 & 637339 & 707124 & 977766 & 274590 & 714448 & 994951 & 336859 & 492213 & 314919 & 540873 & 433286 & 963713 & 697052 & 787359 & 393681 & 123527 & 713173 & 509180 & 15590 & 979975 & 294426 & 35650 & 252835 & 111816 & 903460 & 370303 & 951874 & 663759 & 27674 & 329705 & 660054 & 796613 & 762096 & 52728 & 561708 & 530025 & 905763 & 881293 & 637288 & 175007 & 50499 & 884945 & 826345 & 688566 & 533290 & 432596 & 973348 & 261008 & 377285 & 504492 & 283069 & 469134 & 542675 & $\\dots$ \\\\\n",
"\t6 & buqvhDERNUoW & nSf5Facm4OAh & v3J286wS1Rq2 & fG5UJFPhqAIT & p0DCeyzn43fY & 168562 & 402044 & 183884 & 866108 & 801529 & 948916 & 104330 & 800664 & 515278 & 593945 & 129686 & 105321 & 799403 & 593527 & 693475 & 456437 & 514943 & 415200 & 444637 & 55852 & 411853 & 791696 & 473261 & 25315 & 626439 & 605837 & 876796 & 315437 & 938192 & 140400 & 669881 & 37322 & 972389 & 937070 & 144793 & 757854 & 551734 & 245370 & 782015 & 218064 & 376178 & 456063 & 798840 & 551451 & 726863 & 139150 & 928333 & 526748 & 992873 & 744180 & 630219 & 596953 & 731421 & 334628 & 465738 & 290560 & 156839 & 319674 & 880435 & 496248 & 521598 & 869350 & 876738 & 730968 & 430847 & 84113 & 654383 & 802700 & 493133 & 622512 & 714872 & 332116 & 614906 & 776553 & 578764 & 457911 & 608424 & 193536 & 904154 & 554970 & 333818 & 361863 & 752088 & 392841 & 514031 & 889184 & 707390 & 274868 & 986390 & 648336 & 86256 & 157043 & $\\dots$ \\\\\n",
"\t7 & rUsBgKHQLgFr & Vcp0utNJNnl9 & E5gOgX9QVAqq & YuPY16LVLjNZ & SZ6j80YboMsi & 701415 & 708274 & 506021 & 544495 & 723912 & 307846 & 752986 & 317706 & 782383 & 116975 & 91304 & 325528 & 61051 & 75759 & 909317 & 716439 & 816917 & 283661 & 999231 & 915306 & 610910 & 964396 & 230896 & 568674 & 399801 & 683139 & 851843 & 244985 & 341835 & 869516 & 586932 & 621444 & 642585 & 477835 & 211055 & 689703 & 792044 & 157888 & 4858 & 301847 & 688632 & 430090 & 527239 & 18913 & 376008 & 211922 & 209204 & 933320 & 620727 & 45659 & 380722 & 661631 & 473463 & 18643 & 874570 & 508541 & 930564 & 314527 & 953500 & 445729 & 909126 & 827901 & 740342 & 501242 & 94375 & 179397 & 937479 & 368559 & 935612 & 977790 & 670708 & 128117 & 972723 & 430692 & 587294 & 691603 & 489028 & 722759 & 991337 & 82302 & 816418 & 521532 & 329929 & 522471 & 679148 & 262686 & 132809 & 994438 & 524350 & 876947 & 510604 & 756672 & $\\dots$ \\\\\n",
"\t8 & iHAN4Uc2i1uR & z2OarTVoXRSW & AO46VvPJOtZP & 3Y9hNtZPEISI & qfesfUh4ZpKE & 638516 & 407311 & 136831 & 193425 & 818635 & 291324 & 722356 & 352326 & 171155 & 635437 & 438838 & 606484 & 658891 & 699475 & 896187 & 735838 & 538618 & 222824 & 938099 & 284048 & 44499 & 966489 & 534993 & 119586 & 440743 & 784203 & 81457 & 530526 & 940256 & 322371 & 682027 & 574301 & 164930 & 356834 & 153442 & 82060 & 465695 & 334792 & 487112 & 220419 & 252870 & 960502 & 264817 & 593941 & 550387 & 394612 & 315474 & 668090 & 412535 & 222557 & 514661 & 679882 & 766091 & 516406 & 444976 & 870003 & 675132 & 109884 & 816562 & 27174 & 588350 & 678018 & 761841 & 931635 & 901994 & 156588 & 885794 & 148593 & 113290 & 935100 & 567098 & 363275 & 491666 & 439997 & 793212 & 522264 & 203774 & 422641 & 146872 & 859365 & 27018 & 402461 & 787903 & 836251 & 820055 & 85761 & 817132 & 748016 & 649873 & 448355 & 763447 & 75856 & $\\dots$ \\\\\n",
"\t9 & mY4UEjXiWPrf & b0RYNpRQzGQf & lkW6eY8mvaFo & YuPY16LVLjNZ & eILgWFmsOjKw & 193263 & 79540 & 21283 & 584725 & 930981 & 785525 & 586665 & 634057 & 873922 & 619433 & 325150 & 975419 & 751962 & 404983 & 985973 & 776775 & 597303 & 118679 & 485627 & 235488 & 837266 & 353844 & 262499 & 608221 & 160817 & 737684 & 662749 & 429180 & 560806 & 247479 & 311556 & 500411 & 203986 & 199856 & 457846 & 189562 & 260801 & 125638 & 634852 & 928573 & 61980 & 466906 & 926047 & 700319 & 312180 & 166824 & 977510 & 799753 & 716490 & 530599 & 378515 & 613710 & 35254 & 869733 & 990758 & 958484 & 859610 & 292165 & 539346 & 405332 & 463050 & 258512 & 975449 & 380024 & 877545 & 116892 & 169351 & 320578 & 201878 & 146316 & 188695 & 381814 & 299564 & 751564 & 14533 & 364453 & 298967 & 952045 & 476099 & 311338 & 547023 & 306539 & 914556 & 906559 & 66528 & 607374 & 777709 & 40107 & 20353 & 870613 & 298362 & 154379 & $\\dots$ \\\\\n",
"\t10 & zPJHtvXhrdxl & WHi2UPElJ7Dn & XHQ3d1dBYBtm & fG5UJFPhqAIT & eILgWFmsOjKw & 847366 & 354718 & 851525 & 184749 & 444327 & 968968 & 434544 & 86680 & 798717 & 690632 & 516001 & 832806 & 66192 & 702443 & 998015 & 663501 & 899243 & 38681 & 511765 & 575635 & 806939 & 349755 & 358855 & 938494 & 937207 & 283583 & 407679 & 447459 & 744735 & 103652 & 62811 & 342618 & 968397 & 390446 & 615521 & 559139 & 980850 & 262952 & 765118 & 79314 & 120226 & 902716 & 171542 & 443681 & 552810 & 473656 & 22283 & 959103 & 327001 & 67266 & 201202 & 236308 & 610075 & 29184 & 270817 & 976561 & 561499 & 458709 & 903077 & 836374 & 227222 & 279572 & 628202 & 379895 & 661786 & 267415 & 610904 & 659705 & 863056 & 968125 & 22058 & 521746 & 946528 & 545592 & 784130 & 437751 & 673475 & 663827 & 440950 & 515438 & 411793 & 949709 & 238931 & 330296 & 118528 & 497299 & 879236 & 75416 & 361019 & 848355 & 53646 & 940436 & $\\dots$ \\\\\n",
"\t11 & ODsly2tcfBtF & Ta51BQxByfNs & 6a90ehgAgWcL & d5NkjM2crpGL & 3zPvw2z6YOUN & 670244 & 289203 & 781371 & 58014 & 913211 & 573271 & 547821 & 715091 & 425089 & 342703 & 680618 & 515647 & 67142 & 541480 & 618838 & 358824 & 274358 & 565208 & 855276 & 602366 & 185177 & 557845 & 248408 & 893377 & 339499 & 8060 & 20641 & 140830 & 983020 & 417266 & 203079 & 644223 & 886894 & 465751 & 873853 & 197188 & 794445 & 605793 & 515085 & 312568 & 398334 & 662340 & 424187 & 146803 & 872514 & 369944 & 253450 & 748354 & 400231 & 633216 & 317302 & 561241 & 892363 & 791137 & 267108 & 333544 & 632370 & 109840 & 387939 & 804029 & 457150 & 74440 & 280793 & 682756 & 204440 & 297319 & 552170 & 539122 & 193759 & 413561 & 737358 & 692854 & 768572 & 598856 & 70950 & 66047 & 124619 & 653770 & 565489 & 11927 & 563750 & 652126 & 237167 & 278533 & 600545 & 971590 & 378032 & 233326 & 924821 & 597302 & 903922 & 783271 & $\\dots$ \\\\\n",
"\t12 & n9zXySu5a617 & AuEHWdZJJoS4 & rexfhBwV4ma3 & fG5UJFPhqAIT & SZ6j80YboMsi & 129313 & 377792 & 867912 & 317661 & 329907 & 912461 & 632677 & 587425 & 899215 & 928438 & 204069 & 323675 & 677269 & 323345 & 301909 & 458613 & 787052 & 103656 & 331318 & 819777 & 810467 & 330937 & 490493 & 657708 & 221601 & 722248 & 188411 & 470128 & 516331 & 729205 & 215438 & 427163 & 614690 & 403603 & 738046 & 601585 & 896350 & 355291 & 235745 & 926716 & 451504 & 158495 & 203391 & 223764 & 610188 & 880077 & 340381 & 623518 & 650367 & 997083 & 163900 & 472755 & 745752 & 681548 & 661145 & 747396 & 740355 & 514839 & 54751 & 283767 & 580425 & 278499 & 345784 & 449219 & 987218 & 582556 & 189270 & 798676 & 973986 & 524137 & 655427 & 244610 & 685384 & 4914 & 773379 & 101204 & 393863 & 143471 & 827171 & 214143 & 749444 & 983168 & 333897 & 639700 & 643917 & 427823 & 701963 & 715704 & 846038 & 388311 & 779691 & 292298 & $\\dots$ \\\\\n",
"\t13 & SnqihuQXCDKC & WHi2UPElJ7Dn & uuY682rRZETC & d5NkjM2crpGL & 3zPvw2z6YOUN & 711007 & 3071 & 333298 & 754170 & 909457 & 854201 & 539589 & 782082 & 189483 & 322249 & 506098 & 232047 & 720716 & 815132 & 845816 & 985983 & 943151 & 320390 & 266575 & 443496 & 610241 & 203445 & 175748 & 534009 & 927923 & 646495 & 563006 & 656182 & 393340 & 220972 & 891145 & 952374 & 352050 & 107467 & 209782 & 939030 & 843613 & 722594 & 910586 & 374223 & 177097 & 509890 & 490542 & 94472 & 793698 & 419238 & 278070 & 985195 & 364440 & 346072 & 776266 & 653144 & 85504 & 872369 & 712405 & 239413 & 629273 & 115405 & 825167 & 784908 & 717555 & 416132 & 432611 & 943578 & 64239 & 940616 & 84150 & 985283 & 235578 & 53096 & 73973 & 310972 & 826813 & 330036 & 951555 & 478212 & 718114 & 566611 & 749429 & 504471 & 650949 & 253531 & 273360 & 841684 & 244351 & 31206 & 382375 & 150859 & 249624 & 212745 & 989882 & 929904 & $\\dots$ \\\\\n",
"\t14 & IOtiBN3Z3iuJ & qFDfKpZvbI4C & S7zh1h5mTvTk & fG5UJFPhqAIT & SZ6j80YboMsi & 941810 & 502657 & 209322 & 821388 & 404075 & 603104 & 620621 & 558632 & 99223 & 865109 & 101017 & 252062 & 151394 & 188737 & 24279 & 994657 & 494948 & 965143 & 758819 & 323482 & 399753 & 627518 & 413324 & 417987 & 938503 & 663103 & 288158 & 911598 & 869576 & 345072 & 110092 & 294752 & 50617 & 895511 & 530547 & 577058 & 675218 & 959911 & 597753 & 561112 & 837529 & 965445 & 479914 & 277373 & 221786 & 830008 & 500635 & 745442 & 162933 & 144160 & 69223 & 93698 & 47466 & 263754 & 873301 & 221717 & 396539 & 276060 & 746747 & 41661 & 198053 & 408597 & 319206 & 154555 & 804956 & 436071 & 261350 & 18702 & 710056 & 975657 & 921889 & 981315 & 485317 & 397125 & 935023 & 966003 & 388879 & 221668 & 822418 & 888918 & 344125 & 557345 & 177640 & 853471 & 838207 & 101656 & 929443 & 686298 & 434606 & 833559 & 311437 & 736520 & $\\dots$ \\\\\n",
"\t15 & znbFlHXZ5aqm & L8hnsmwwZMaZ & 4t4Zl3yjKxEg & d5NkjM2crpGL & p0DCeyzn43fY & 819438 & 395416 & 831236 & 732712 & 858777 & 714577 & 741385 & 905325 & 832342 & 629528 & 399588 & 717034 & 444054 & 928274 & 31518 & 789720 & 643798 & 745323 & 22039 & 523372 & 106389 & 550082 & 705108 & 760940 & 489610 & 610526 & 161172 & 327227 & 350117 & 117357 & 711706 & 703421 & 943869 & 813187 & 784586 & 913542 & 239479 & 915262 & 245139 & 190098 & 148691 & 466538 & 774996 & 794524 & 978511 & 831411 & 36402 & 172120 & 109122 & 188714 & 997619 & 664573 & 653511 & 809392 & 83348 & 637728 & 513622 & 812178 & 395870 & 146065 & 370350 & 788517 & 439107 & 529072 & 311238 & 527657 & 281357 & 76404 & 807934 & 561239 & 803378 & 9995 & 465198 & 973502 & 345811 & 737636 & 795938 & 157530 & 796540 & 271113 & 649357 & 348387 & 273394 & 963898 & 934501 & 129808 & 667726 & 10122 & 642825 & 36839 & 764249 & 920082 & $\\dots$ \\\\\n",
"\t16 & FX9JWbcvN9jM & nSf5Facm4OAh & whSkZWDeeJOH & jPj3mWH4ItuP & 3zPvw2z6YOUN & 715412 & 106247 & 160729 & 928079 & 953750 & 540946 & 164971 & 368428 & 314800 & 61390 & 3740 & 495082 & 666531 & 476444 & 854590 & 152412 & 344638 & 327597 & 36030 & 795818 & 232121 & 687053 & 946338 & 100624 & 221784 & 210590 & 440358 & 827944 & 936244 & 351118 & 959143 & 979884 & 459942 & 91875 & 797214 & 695099 & 39239 & 558945 & 968538 & 385999 & 390987 & 612610 & 236114 & 354006 & 837671 & 234276 & 191172 & 802484 & 532742 & 752318 & 403334 & 731663 & 835352 & 990815 & 49935 & 162632 & 289602 & 832644 & 284886 & 757517 & 848120 & 90742 & 510837 & 797421 & 273822 & 371685 & 384048 & 422696 & 912407 & 46831 & 801357 & 665949 & 997933 & 542076 & 492889 & 124495 & 82115 & 332478 & 419111 & 462364 & 498589 & 112325 & 479796 & 108949 & 790844 & 731455 & 162357 & 32761 & 56466 & 907034 & 904004 & 75090 & $\\dots$ \\\\\n",
"\t17 & mY4UEjXiWPrf & FoKYiOdHeXYD & iD61SkKy7hVK & YuPY16LVLjNZ & 3zPvw2z6YOUN & 130409 & 661565 & 199008 & 21534 & 388795 & 697737 & 725018 & 926234 & 602478 & 338739 & 238474 & 691514 & 490842 & 954570 & 210620 & 747860 & 955956 & 339738 & 960843 & 385974 & 987162 & 590332 & 771153 & 366821 & 293328 & 655330 & 388357 & 540995 & 218890 & 383069 & 201174 & 150112 & 548988 & 336719 & 733874 & 35474 & 570232 & 346006 & 873085 & 240 & 658043 & 73956 & 281265 & 80114 & 426535 & 488812 & 202378 & 936825 & 41577 & 800007 & 908128 & 590062 & 599272 & 965286 & 788013 & 930553 & 187297 & 991809 & 642631 & 79281 & 861085 & 727422 & 701929 & 579969 & 131818 & 680715 & 970366 & 229899 & 883215 & 133754 & 155268 & 655314 & 570226 & 758562 & 791288 & 591901 & 386524 & 641582 & 410748 & 393070 & 912187 & 635441 & 458892 & 307816 & 270423 & 997569 & 959514 & 384816 & 17269 & 379403 & 470662 & 679806 & $\\dots$ \\\\\n",
"\t18 & n9zXySu5a617 & kPnOduJylVuN & buwnGQcbNXdV & 3Y9hNtZPEISI & qfesfUh4ZpKE & 996772 & 194315 & 756999 & 736126 & 74267 & 412898 & 249410 & 409658 & 125764 & 711779 & 443186 & 297913 & 146428 & 893667 & 474918 & 261779 & 447348 & 871153 & 255697 & 319511 & 360791 & 809850 & 270352 & 401064 & 891657 & 529146 & 563374 & 293545 & 656865 & 957540 & 168559 & 238454 & 557129 & 745226 & 8404 & 855330 & 196537 & 361441 & 707222 & 325953 & 466068 & 996697 & 273427 & 218824 & 197073 & 533941 & 805388 & 677414 & 74441 & 266431 & 274974 & 324020 & 848225 & 869834 & 835109 & 526765 & 996778 & 383913 & 525115 & 159965 & 749184 & 135990 & 113477 & 398297 & 998391 & 53 & 134830 & 33620 & 841176 & 544387 & 612822 & 154068 & 726082 & 863769 & 759029 & 767912 & 909499 & 562507 & 582972 & 933582 & 810820 & 386920 & 104813 & 757257 & 420724 & 776265 & 771261 & 12528 & 832905 & 782960 & 33108 & 656444 & $\\dots$ \\\\\n",
"\t19 & n9zXySu5a617 & I97F0ZEBMijX & Cv2NHAxKiBPp & fG5UJFPhqAIT & eILgWFmsOjKw & 855108 & 34079 & 837180 & 920544 & 185216 & 222755 & 389680 & 218805 & 318633 & 654890 & 745833 & 695472 & 665217 & 888021 & 704568 & 482886 & 81331 & 979301 & 869593 & 168704 & 743021 & 627316 & 38682 & 473357 & 916378 & 633298 & 81907 & 649616 & 975662 & 510734 & 929032 & 655316 & 493000 & 254913 & 511092 & 422984 & 942763 & 256502 & 815443 & 633731 & 332963 & 347838 & 888296 & 28545 & 512074 & 214266 & 284342 & 349220 & 159960 & 921426 & 426262 & 929973 & 39011 & 187394 & 291708 & 891799 & 544500 & 670384 & 913727 & 943074 & 291971 & 354282 & 373431 & 227660 & 664788 & 450326 & 408369 & 886948 & 892542 & 207916 & 332251 & 716424 & 684017 & 629271 & 953162 & 657904 & 371435 & 192687 & 997300 & 325615 & 893858 & 373964 & 77786 & 969610 & 798936 & 55692 & 434088 & 721977 & 432799 & 871594 & 687800 & 932527 & $\\dots$ \\\\\n",
"\t20 & n9zXySu5a617 & kPnOduJylVuN & E5gOgX9QVAqq & 3Y9hNtZPEISI & qfesfUh4ZpKE & 720569 & 29919 & 198374 & 55998 & 110232 & 454922 & 968098 & 547569 & 699203 & 762048 & 290273 & 755242 & 668806 & 313273 & 919410 & 29082 & 190437 & 536677 & 664337 & 509738 & 667424 & 613507 & 142624 & 173982 & 281466 & 183943 & 834722 & 549693 & 817276 & 198350 & 405008 & 953360 & 111055 & 77637 & 23824 & 171318 & 213167 & 964467 & 112887 & 753697 & 215373 & 474311 & 59074 & 294941 & 843984 & 769084 & 7665 & 501435 & 757533 & 849318 & 702781 & 772862 & 679837 & 350295 & 485787 & 149692 & 193536 & 975184 & 327730 & 602643 & 176627 & 963873 & 431594 & 57844 & 650205 & 582234 & 238803 & 498409 & 425260 & 182522 & 923930 & 382139 & 366534 & 209046 & 767391 & 819853 & 637910 & 943562 & 573544 & 914030 & 386600 & 491707 & 438949 & 693018 & 333634 & 631516 & 584102 & 409801 & 735081 & 150317 & 917368 & 333766 & $\\dots$ \\\\\n",
"\t$\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & \\\\\n",
"\\end{tabular}\n"
],
"text/plain": [
"\u001b[1m10000000×301 DataFrame\u001b[0m\n",
"\u001b[1m Row \u001b[0m│\u001b[1m x1 \u001b[0m\u001b[1m x2 \u001b[0m\u001b[1m x3 \u001b[0m\u001b[1m x4 \u001b[0m\u001b[1m x5 \u001b[0m\u001b[1m x6 \u001b[0m\u001b[1m x7 \u001b[0m\u001b[1m x8 \u001b[0m\u001b[1m x9 \u001b[0m\u001b[1m x10 \u001b[0m\u001b[1m x11 \u001b[0m\u001b[1m x12 \u001b[0m\u001b[1m x13 \u001b[0m\u001b[1m x14 \u001b[0m\u001b[1m x15 \u001b[0m\u001b[1m x16 \u001b[0m\u001b[1m x17 \u001b[0m\u001b[1m x18 \u001b[0m\u001b[1m x19 \u001b[0m\u001b[1m x20 \u001b[0m\u001b[1m x21 \u001b[0m\u001b[1m x22 \u001b[0m\u001b[1m x23 \u001b[0m\u001b[1m x24 \u001b[0m\u001b[1m x25 \u001b[0m\u001b[1m x26 \u001b[0m\u001b[1m x27 \u001b[0m\u001b[1m x28 \u001b[0m\u001b[1m x29 \u001b[0m\u001b[1m x30 \u001b[0m\u001b[1m x31 \u001b[0m\u001b[1m x32 \u001b[0m\u001b[1m x33 \u001b[0m\u001b[1m x34 \u001b[0m\u001b[1m x35 \u001b[0m\u001b[1m x36 \u001b[0m\u001b[1m x37 \u001b[0m\u001b[1m x38 \u001b[0m\u001b[1m x39 \u001b[0m\u001b[1m x40 \u001b[0m\u001b[1m x41 \u001b[0m\u001b[1m x42 \u001b[0m\u001b[1m x43 \u001b[0m\u001b[1m x44 \u001b[0m\u001b[1m x45 \u001b[0m\u001b[1m x46 \u001b[0m\u001b[1m x47 \u001b[0m\u001b[1m x48 \u001b[0m\u001b[1m x49 \u001b[0m\u001b[1m x50 \u001b[0m\u001b[1m x51 \u001b[0m\u001b[1m x52 \u001b[0m\u001b[1m x53 \u001b[0m\u001b[1m x54 \u001b[0m\u001b[1m x55 \u001b[0m\u001b[1m x56 \u001b[0m\u001b[1m x57 \u001b[0m\u001b[1m x58 \u001b[0m\u001b[1m x59 \u001b[0m\u001b[1m x60 \u001b[0m\u001b[1m x61 \u001b[0m\u001b[1m x62 \u001b[0m\u001b[1m x63 \u001b[0m\u001b[1m x64 \u001b[0m\u001b[1m x65 \u001b[0m\u001b[1m x66 \u001b[0m\u001b[1m x67 \u001b[0m\u001b[1m x68 \u001b[0m\u001b[1m x69 \u001b[0m\u001b[1m x70 \u001b[0m\u001b[1m x71 \u001b[0m\u001b[1m x72 \u001b[0m\u001b[1m x73 \u001b[0m\u001b[1m x74 \u001b[0m\u001b[1m x75 \u001b[0m\u001b[1m x76 \u001b[0m\u001b[1m x77 \u001b[0m\u001b[1m x78 \u001b[0m\u001b[1m x79 \u001b[0m\u001b[1m x80 \u001b[0m\u001b[1m x81 \u001b[0m\u001b[1m x82 \u001b[0m\u001b[1m x83 \u001b[0m\u001b[1m x84 \u001b[0m\u001b[1m x85 \u001b[0m\u001b[1m x86 \u001b[0m\u001b[1m x87 \u001b[0m\u001b[1m x88 \u001b[0m\u001b[1m x89 \u001b[0m\u001b[1m x90 \u001b[0m\u001b[1m x91 \u001b[0m\u001b[1m x92 \u001b[0m\u001b[1m x93 \u001b[0m\u001b[1m x94 \u001b[0m\u001b[1m x95 \u001b[0m ⋯\n",
"\u001b[1m \u001b[0m│\u001b[90m String \u001b[0m\u001b[90m String \u001b[0m\u001b[90m String \u001b[0m\u001b[90m String \u001b[0m\u001b[90m String \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int64 \u001b[0m\u001b[90m Int6\u001b[0m ⋯\n",
"──────────┼─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n",
" 1 │ mY4UEjXiWPrf b0RYNpRQzGQf DuqVp9X1WoHF QTYKSKX1b2lR 3zPvw2z6YOUN 351996 167876 910856 797020 416243 355770 704694 811692 94328 597725 460517 751612 451476 84173 382921 875971 473918 217408 578172 402997 558189 629008 412398 571270 462939 349246 742713 690063 58121 229453 11342 905992 866154 637950 990048 668971 823288 894826 987457 842848 578999 653667 490870 294784 901721 351769 372719 141175 842692 424353 308600 132573 94005 881818 298296 716873 758645 150046 716862 448843 442169 834281 293344 617244 185491 977043 772793 858170 868203 174267 689024 168877 984021 921745 823048 537283 249943 479711 328784 832036 56780 236974 847389 66048 738972 606759 82664 596558 903690 143 ⋯\n",
" 2 │ A1hRB3Diurx1 b0RYNpRQzGQf ea4BtOrtRCaM d5NkjM2crpGL p0DCeyzn43fY 762362 666711 349423 38599 459559 593346 833195 432635 695039 570459 517994 316159 691780 349516 30911 211871 8580 321702 967093 296105 771394 479542 472489 612907 137595 90806 771231 744636 168024 839076 975055 921432 59199 675790 741674 482625 315218 177271 590713 100319 621071 646335 366250 951851 519162 327048 409127 965540 498545 77894 506794 742998 896578 649232 67379 606422 790319 423208 525018 544178 284535 346876 168508 14674 435324 759043 133294 275219 676737 848360 530826 922038 917806 383208 360904 684185 623269 888882 392178 163573 767797 850749 776738 199082 41162 979159 175154 428890 306418 2960\n",
" 3 │ znbFlHXZ5aqm nSf5Facm4OAh WjKuSNv8Esvz fG5UJFPhqAIT p0DCeyzn43fY 472280 218978 703058 294453 70353 218636 127952 966437 664387 796604 655281 860315 657716 878489 399260 274906 341390 347734 798318 601887 882556 263061 892807 833584 460645 349248 270552 954162 749264 944565 353837 979034 815634 658470 890423 245353 714921 451162 224607 765696 688184 354479 102225 148032 387613 653085 433654 845668 58412 624069 976791 811333 157934 485482 63031 325345 488506 339421 512002 327906 183454 208290 446802 544946 647626 405518 334608 365186 544842 957972 175754 642229 209092 375559 627215 420998 606619 28336 769060 169816 225512 227664 834022 607270 203436 578530 610529 333241 418255 560\n",
" 4 │ DwvkniCloDum dbC3AvsoMd2R T77IYt5Brz56 fG5UJFPhqAIT qfesfUh4ZpKE 627884 75710 611586 600148 174527 788133 336225 505872 199221 8154 834667 926769 375554 20782 289580 753422 785207 499537 942933 632085 551356 882591 555471 683228 693694 301608 141798 120680 373042 17338 903641 237904 756578 892428 424303 16544 918142 459649 897418 863126 83360 326008 605719 70015 389300 609464 41055 424043 607712 580142 504974 852791 279234 332464 28895 108944 28396 60730 501781 972568 127343 769225 301349 602913 822196 870452 337389 603150 277712 902220 444980 838337 476416 607481 975726 221391 827171 631716 887584 972766 428126 617486 532220 961615 637277 331376 836862 718183 438319 5524\n",
" 5 │ DwvkniCloDum 3PRkk8TNk4YR sYzO56kF5o65 YuPY16LVLjNZ qfesfUh4ZpKE 581865 613808 841599 561030 191702 85565 503478 862705 185528 945686 291338 438892 306894 773735 233831 685863 126652 546177 271857 552024 932616 928566 144034 298922 281980 409588 206221 238330 330352 979242 304321 596833 316668 596196 870967 494129 719032 815875 739824 637339 707124 977766 274590 714448 994951 336859 492213 314919 540873 433286 963713 697052 787359 393681 123527 713173 509180 15590 979975 294426 35650 252835 111816 903460 370303 951874 663759 27674 329705 660054 796613 762096 52728 561708 530025 905763 881293 637288 175007 50499 884945 826345 688566 533290 432596 973348 261008 377285 504492 2830 ⋯\n",
" 6 │ buqvhDERNUoW nSf5Facm4OAh v3J286wS1Rq2 fG5UJFPhqAIT p0DCeyzn43fY 168562 402044 183884 866108 801529 948916 104330 800664 515278 593945 129686 105321 799403 593527 693475 456437 514943 415200 444637 55852 411853 791696 473261 25315 626439 605837 876796 315437 938192 140400 669881 37322 972389 937070 144793 757854 551734 245370 782015 218064 376178 456063 798840 551451 726863 139150 928333 526748 992873 744180 630219 596953 731421 334628 465738 290560 156839 319674 880435 496248 521598 869350 876738 730968 430847 84113 654383 802700 493133 622512 714872 332116 614906 776553 578764 457911 608424 193536 904154 554970 333818 361863 752088 392841 514031 889184 707390 274868 986390 6483\n",
" ⋮ │ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋱\n",
" 9999996 │ buqvhDERNUoW b0RYNpRQzGQf dNi6kLITkYTB YuPY16LVLjNZ p0DCeyzn43fY 383677 611292 646195 821786 140141 979323 531012 467894 890644 423863 553284 243293 115047 271398 412603 509043 180388 473903 423596 927088 698585 300592 524299 808396 467203 753799 661045 696633 735202 39223 213283 630141 313757 420536 208066 470779 311007 37808 269902 236199 480570 91108 326007 673405 41247 664614 490926 908970 146690 967412 443869 182695 383940 123802 212688 331296 5079 827644 115753 622528 552486 387033 440683 557327 448135 764314 954027 94542 137120 779577 846590 420793 474652 583853 75625 161568 248266 549901 615777 986267 340268 85904 89023 95853 695168 173780 217345 975474 850379 7117\n",
" 9999997 │ IOtiBN3Z3iuJ nSf5Facm4OAh uHqO3oLoH6QF jPj3mWH4ItuP 3zPvw2z6YOUN 638748 774046 570576 129312 798440 842684 816003 850455 929400 325572 580200 6213 981959 54274 194564 38432 398892 403882 372683 765640 209262 488399 618059 901637 530455 263980 473708 247840 582623 703945 210195 279373 992915 519284 80443 749144 75183 45839 989860 583006 43730 105368 6792 351758 732026 34679 646022 922562 534921 483015 879781 894043 859997 903677 935206 29341 829370 743850 717950 141956 407537 558411 975991 575797 10853 623069 392659 565891 287307 438767 359607 998604 204225 137393 921705 401730 45480 919219 986402 965861 41686 881606 53934 294592 228276 668963 240739 348036 335435 4491\n",
" 9999998 │ mY4UEjXiWPrf I97F0ZEBMijX u8vFEfI20JwK 3Y9hNtZPEISI p0DCeyzn43fY 788262 425083 235727 306943 844787 854728 974803 734530 112699 649264 935666 929462 43833 443340 165672 506231 36031 242738 339017 415385 916663 607950 49136 709271 385791 411108 463133 379730 194437 998246 838300 542410 877959 775759 528293 570449 890020 939934 300882 866914 613554 439531 470642 88891 128419 212184 189558 852320 318285 277200 826805 927489 551676 227187 869555 422880 603287 359296 811765 436260 797133 594772 605715 277298 149903 131804 125878 634372 543436 86463 251671 256193 688673 203975 265437 389578 902505 600502 534696 204863 570790 138662 875417 725581 657374 869934 780817 677202 374922 3451 ⋯\n",
" 9999999 │ A1hRB3Diurx1 I97F0ZEBMijX B4AmVmrHs31u jPj3mWH4ItuP 3zPvw2z6YOUN 41936 615157 352674 437845 960923 773107 497716 962901 948560 858812 257393 980602 969790 785488 120705 224021 522724 990635 822896 620408 598269 940437 184441 969622 544411 197552 866510 842341 935910 422437 441235 901062 392927 998798 538311 948080 290760 275620 300861 14490 844935 286807 156146 984643 862646 318024 936007 143328 470809 166182 826614 121353 451861 892199 483631 382881 71676 201325 412848 29199 248928 681251 482380 432034 5496 52728 767540 55795 214591 325348 811582 411083 823590 713523 498226 497404 124215 155907 647563 769954 391580 925332 309217 940811 901622 103027 9217 570123 373238 8494\n",
" 10000000 │ znbFlHXZ5aqm fw3HRyFuDUPl 3OUKldW6x1cc 3Y9hNtZPEISI eILgWFmsOjKw 954192 156103 491103 848401 930157 813049 31273 317894 696479 351564 577994 370703 739603 392288 940736 578034 509170 333930 654467 930415 892924 398941 705643 90665 448669 328376 527248 501546 270876 988773 783086 293993 80189 107668 371831 16450 583568 15152 828100 203618 96575 523166 965122 872418 474614 346167 822231 211193 751228 668419 965360 499347 605718 15344 797441 848590 396043 701892 311929 42415 783810 712861 421167 293176 693827 223656 501987 990209 706636 219341 221701 271323 329033 645071 293247 123051 305003 97273 82056 741114 316799 843880 639671 283747 714220 629210 872381 865316 172372 7634\n",
"\u001b[36m 207 columns and 9999989 rows omitted\u001b[0m"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"@time disallowmissing!(df1, :uuid)\n",
"@time disallowmissing!(df2, :uuid)"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" 7.679034 seconds (218.12 k allocations: 623.654 MiB, 5.51% gc time, 1.59% compilation time)\n",
" 7.181271 seconds (5 allocations: 610.352 MiB, 0.51% gc time)\n"
]
},
{
"data": {
"text/plain": [
"10000000-element Vector{String63}:\n",
" \"cdc8d6f5-8f2f-4adb-8409-fc6007a85456\"\n",
" \"24389d37-88fa-47ef-a824-c1d405ca7970\"\n",
" \"642f4d99-9241-41f2-90c5-7ccd9c73896e\"\n",
" \"3ce437b7-f329-448b-a740-956d858d7fe7\"\n",
" \"fb1569e2-b5e2-43fd-9f14-3b868d956196\"\n",
" \"656f619c-adc6-4364-bf0d-d492f9b28dfd\"\n",
" \"702860c6-bea1-40a0-8a87-cb70de026f0a\"\n",
" \"f34e7758-bc89-4d75-847a-5ab0af9c6c90\"\n",
" ⋮\n",
" \"2ed859a3-a332-4036-81ec-0165ca926705\"\n",
" \"b110cb25-a486-4813-a2e7-e59e83723ba5\"\n",
" \"a03ab604-eed2-41f0-8e80-ea8701e4d837\"\n",
" \"a472c268-7f2f-47d7-a7dc-f9c06935a93b\"\n",
" \"22b58e35-8e63-40f2-924b-3b0c0e1b615c\"\n",
" \"c90aea84-3605-4846-b1d1-a016c680d3b5\"\n",
" \"30a45a56-5184-44c7-b1c3-43d5b8ba0c82\""
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"@time df1.uuid = InlineString63.(df1.uuid)\n",
"@time df2.uuid = InlineString63.(df2.uuid)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2022-09-19T16:51:48.515"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"now()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"on_columns = [\"x1\", \"uuid\"]\n",
"@time data_joined = leftjoin(\n",
" select(df1, vcat(on_columns, [\"x$i\" for i in 52:300])),\n",
" select(df2, vcat(on_columns, [\"x$i\" for i in 2:50])),\n",
" matchmissing = :notequal, \n",
" on = on_columns)\n",
"\n",
"println(size(data_joined))\n",
"first(data_joined, 5)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"now()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"\"\"\"\n",
"julia> @time data_joined = leftjoin(\n",
" select(df1, vcat(on_columns, [\"x$i\" for i in 52:300])),\n",
" select(df2, vcat(on_columns, [\"x$i\" for i in 2:50])),\n",
" matchmissing = :notequal,\n",
" on = on_columns)\n",
"155.582968 seconds (13.93 M allocations: 55.729 GiB, 59.77% gc time, 0.13% compilation time)\n",
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