{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Bar graphs in 3d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg0AAAHeCAYAAAAYWjiIAAAJMmlDQ1BkZWZhdWx0X3JnYi5pY2MA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\nT6FBREREWqLbEyIiItKS/wdb8S+SrUfpfwAAAABJRU5ErkJggg==\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" fill=\"none\" version=\"1.1\" viewBox=\"-183.204 -135.616 377.968 343.988\" x=\"-183.204pt\" y=\"-135.616pt\" width=\"377.968pt\" height=\"343.988pt\" stroke-width=\"0.566929\" stroke-miterlimit=\"10.000000\">\n",
       " <g stroke-linecap=\"square\">\n",
       "  <path d=\"M45.1423 -18.2258L193.764 101.88\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"square\">\n",
       "  <path d=\"M-182.204 46.98L45.1423 -18.2258\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linejoin=\"bevel\">\n",
       "  <path d=\"M-36.9796 -115.708L40.3042 -134.616L88.4736 -101.189L8.70057 -80.3579L-36.9796 -115.708Z\" stroke=\"#000\" fill=\"#6e0000\"/>\n",
       " </g>\n",
       " <g stroke-linejoin=\"bevel\">\n",
       "  <path d=\"M-35.4675 -10.5975L-36.9796 -115.708L8.70057 -80.3579L8.32767 28.2991L-35.4675 -10.5975Z\" stroke=\"#000\" fill=\"#6c0000\"/>\n",
       " </g>\n",
       " <g stroke-linejoin=\"bevel\">\n",
       "  <path d=\"M8.32767 28.2991L8.70057 -80.3579L88.4736 -101.189L84.7843 5.39738L8.32767 28.2991Z\" stroke=\"#000\" fill=\"#8d0000\"/>\n",
       " </g>\n",
       " <g stroke-linejoin=\"bevel\">\n",
       "  <path d=\"M-159.689 -60.4374L-76.512 -81.4893L-32.6201 -44.2475L-118.809 -20.9801L-159.689 -60.4374Z\" stroke=\"#000\" fill=\"#780000\"/>\n",
       " </g>\n",
       " <g stroke-linejoin=\"bevel\">\n",
       "  <path d=\"M-154.4 22.872L-159.689 -60.4374L-118.809 -20.9801L-114.676 65.1433L-154.4 22.872Z\" stroke=\"#000\" fill=\"#6b0000\"/>\n",
       " </g>\n",
       " <g stroke-linejoin=\"bevel\">\n",
       "  <path d=\"M-114.676 65.1433L-118.809 -20.9801L-32.6201 -44.2475L-31.5174 40.2342L-114.676 65.1433Z\" stroke=\"#000\" fill=\"#970000\"/>\n",
       " </g>\n",
       " <g stroke-linejoin=\"bevel\">\n",
       "  <path d=\"M32.5611 -4.82341L111.874 -27.8486L166.353 12.9011L84.497 38.3998L32.5611 -4.82341Z\" stroke=\"#000\" fill=\"#810000\"/>\n",
       " </g>\n",
       " <g stroke-linejoin=\"bevel\">\n",
       "  <path d=\"M31.8461 49.1869L32.5611 -4.82341L84.497 38.3998L82.5453 94.2153L31.8461 49.1869Z\" stroke=\"#000\" fill=\"#7b0000\"/>\n",
       " </g>\n",
       " <g stroke-linejoin=\"bevel\">\n",
       "  <path d=\"M82.5453 94.2153L84.497 38.3998L166.353 12.9011L162.622 67.6644L82.5453 94.2153Z\" stroke=\"#000\" fill=\"#950000\"/>\n",
       " </g>\n",
       " <g stroke-linejoin=\"bevel\">\n",
       "  <path d=\"M-93.2778 87.9133L-8.65645 61.7226L40.6796 108.097L-46.9928 137.166L-93.2778 87.9133Z\" stroke=\"#000\" fill=\"#8e0000\"/>\n",
       " </g>\n",
       " <g stroke-linejoin=\"bevel\">\n",
       "  <path d=\"M-92.1041 117.697L-93.2778 87.9133L-46.9928 137.166L-46.3698 167.894L-92.1041 117.697Z\" stroke=\"#000\" fill=\"#7a0000\"/>\n",
       " </g>\n",
       " <g stroke-linejoin=\"bevel\">\n",
       "  <path d=\"M-46.3698 167.894L-46.9928 137.166L40.6796 108.097L40.1565 138.276L-46.3698 167.894Z\" stroke=\"#000\" fill=\"#9e0000\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"square\">\n",
       "  <path d=\"M-182.204 46.98L-56.8459 189.201\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-165.815591,82.087699)\">\n",
       "  <path d=\"M-1.60399 2.49066M0.438356 -3.88543C0.438356 -4.12453 0.438356 -4.14446 0.209215 -4.14446C-0.408468 -3.50685 -1.28518 -3.50685 -1.60399 -3.50685L-1.60399 -3.19801C-1.40473 -3.19801 -0.816936 -3.19801 -0.298879 -3.45704L-0.298879 1.70361C-0.298879 2.06227 -0.328767 2.18182 -1.2254 2.18182L-1.54421 2.18182L-1.54421 2.49066C-1.19552 2.46077 -0.328767 2.46077 0.0697385 2.46077C0.468244 2.46077 1.33499 2.46077 1.68369 2.49066L1.68369 2.18182L1.36488 2.18182C0.468244 2.18182 0.438356 2.07223 0.438356 1.70361ZM0.438356 1.70361\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-103.386782,153.235194)\">\n",
       "  <path d=\"M-1.99253 2.49066M-1.2254 1.72354L-0.169365 0.697385C1.38481 -0.67746 1.98257 -1.21544 1.98257 -2.21171C1.98257 -3.34745 1.08593 -4.14446 -0.129514 -4.14446C-1.25529 -4.14446 -1.99253 -3.2279 -1.99253 -2.34122C-1.99253 -1.78331 -1.4944 -1.78331 -1.46451 -1.78331C-1.29514 -1.78331 -0.946451 -1.90286 -0.946451 -2.31133C-0.946451 -2.57036 -1.12578 -2.82939 -1.47447 -2.82939C-1.55417 -2.82939 -1.5741 -2.82939 -1.60399 -2.81943C-1.37484 -3.467 -0.836862 -3.83562 -0.259029 -3.83562C0.647572 -3.83562 1.07597 -3.02864 1.07597 -2.21171C1.07597 -1.41469 0.577833 -0.627646 0.0298879 -0.00996264L-1.88294 2.12204C-1.99253 2.23163 -1.99253 2.25156 -1.99253 2.49066L1.70361 2.49066L1.98257 0.757161L1.7335 0.757161C1.68369 1.05604 1.61395 1.4944 1.51432 1.64384C1.44458 1.72354 0.787049 1.72354 0.56787 1.72354ZM0.56787 1.72354\" fill=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"square\">\n",
       "  <path d=\"M-56.8459 189.201L193.764 101.88\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,19.256650,175.224199)\">\n",
       "  <path d=\"M-1.60399 2.49066M0.438356 -3.88543C0.438356 -4.12453 0.438356 -4.14446 0.209215 -4.14446C-0.408468 -3.50685 -1.28518 -3.50685 -1.60399 -3.50685L-1.60399 -3.19801C-1.40473 -3.19801 -0.816936 -3.19801 -0.298879 -3.45704L-0.298879 1.70361C-0.298879 2.06227 -0.328767 2.18182 -1.2254 2.18182L-1.54421 2.18182L-1.54421 2.49066C-1.19552 2.46077 -0.328767 2.46077 0.0697385 2.46077C0.468244 2.46077 1.33499 2.46077 1.68369 2.49066L1.68369 2.18182L1.36488 2.18182C0.468244 2.18182 0.438356 2.07223 0.438356 1.70361ZM0.438356 1.70361\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,145.050729,130.772193)\">\n",
       "  <path d=\"M-1.99253 2.49066M-1.2254 1.72354L-0.169365 0.697385C1.38481 -0.67746 1.98257 -1.21544 1.98257 -2.21171C1.98257 -3.34745 1.08593 -4.14446 -0.129514 -4.14446C-1.25529 -4.14446 -1.99253 -3.2279 -1.99253 -2.34122C-1.99253 -1.78331 -1.4944 -1.78331 -1.46451 -1.78331C-1.29514 -1.78331 -0.946451 -1.90286 -0.946451 -2.31133C-0.946451 -2.57036 -1.12578 -2.82939 -1.47447 -2.82939C-1.55417 -2.82939 -1.5741 -2.82939 -1.60399 -2.81943C-1.37484 -3.467 -0.836862 -3.83562 -0.259029 -3.83562C0.647572 -3.83562 1.07597 -3.02864 1.07597 -2.21171C1.07597 -1.41469 0.577833 -0.627646 0.0298879 -0.00996264L-1.88294 2.12204C-1.99253 2.23163 -1.99253 2.25156 -1.99253 2.49066L1.70361 2.49066L1.98257 0.757161L1.7335 0.757161C1.68369 1.05604 1.61395 1.4944 1.51432 1.64384C1.44458 1.72354 0.787049 1.72354 0.56787 1.72354ZM0.56787 1.72354\" fill=\"black\"/>\n",
       " </g>\n",
       " <path d=\"M-55.345 186.148L-56.8459 189.201\" stroke=\"black\"/>\n",
       " <path d=\"M-56.2938 171.872L-57.2335 173.753\" stroke=\"black\"/>\n",
       " <path d=\"M-56.0855 155.06L-57.6264 158.092\" stroke=\"black\"/>\n",
       " <path d=\"M-57.0594 140.348L-58.0248 142.215\" stroke=\"black\"/>\n",
       " <path d=\"M-56.8447 123.107L-58.4287 126.117\" stroke=\"black\"/>\n",
       " <path d=\"M-57.8452 107.941L-58.8383 109.794\" stroke=\"black\"/>\n",
       " <path d=\"M-57.6233 90.2542L-59.2536 93.2396\" stroke=\"black\"/>\n",
       " <path d=\"M-58.6521 74.6134L-59.6748 76.4501\" stroke=\"black\"/>\n",
       " <path d=\"M-58.4219 56.4626L-60.1021 59.4203\" stroke=\"black\"/>\n",
       " <path d=\"M-59.4808 40.3262L-60.5356 42.1448\" stroke=\"black\"/>\n",
       " <path d=\"M-59.2412 21.6919L-60.9753 24.6183\" stroke=\"black\"/>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-64.147621,204.051243)\">\n",
       "  <path d=\"M-9.4125 2.49066M-3.67402 0.199253C-3.50466 0.199253 -3.32533 0.199253 -3.32533 -4.44089e-16C-3.32533 -0.199253 -3.50466 -0.199253 -3.67402 -0.199253L-9.06381 -0.199253C-9.23318 -0.199253 -9.4125 -0.199253 -9.4125 -4.44089e-16C-9.4125 0.199253 -9.23318 0.199253 -9.06381 0.199253ZM-9.06381 0.199253\" fill=\"black\"/>\n",
       "  <path d=\"M-2.10212 2.49066M2.09215 -0.697385C2.09215 -1.4944 2.04234 -2.29141 1.69365 -3.02864C1.23537 -3.98506 0.418431 -4.14446 4.44089e-16 -4.14446C-0.597758 -4.14446 -1.32503 -3.88543 -1.7335 -2.9589C-2.0523 -2.27148 -2.10212 -1.4944 -2.10212 -0.697385C-2.10212 0.0498132 -2.06227 0.946451 -1.6538 1.70361C-1.2254 2.51059 -0.498132 2.70984 -0.00996264 2.70984C0.52802 2.70984 1.28518 2.50062 1.72354 1.55417C2.04234 0.86675 2.09215 0.0896638 2.09215 -0.697385ZM2.09215 -0.697385M-0.00996264 2.49066C-0.398506 2.49066 -0.986301 2.24159 -1.16563 1.28518C-1.27522 0.687422 -1.27522 -0.229141 -1.27522 -0.816936C-1.27522 -1.45455 -1.27522 -2.11208 -1.19552 -2.65006C-1.00623 -3.83562 -0.259029 -3.92528 -0.00996264 -3.92528C0.318804 -3.92528 0.976339 -3.74595 1.16563 -2.75965C1.26526 -2.20174 1.26526 -1.44458 1.26526 -0.816936C1.26526 -0.0697385 1.26526 0.607721 1.15567 1.24533C1.00623 2.19178 0.438356 2.49066 -0.00996264 2.49066ZM-0.00996264 2.49066\" fill=\"black\"/>\n",
       "  <path d=\"M3.34746 2.49066M4.4035 1.96264C4.4035 1.67372 4.1644 1.43462 3.87548 1.43462C3.58657 1.43462 3.34746 1.67372 3.34746 1.96264C3.34746 2.25156 3.58657 2.49066 3.87548 2.49066C4.1644 2.49066 4.4035 2.25156 4.4035 1.96264ZM4.4035 1.96264\" fill=\"black\"/>\n",
       "  <path d=\"M5.75622 2.49066M9.73131 0.488169C9.73131 -0.697385 8.91437 -1.69365 7.83841 -1.69365C7.3602 -1.69365 6.93181 -1.53425 6.57315 -1.18555L6.57315 -3.12827C6.7724 -3.06849 7.10117 -2.99875 7.41998 -2.99875C8.64538 -2.99875 9.34277 -3.90535 9.34277 -4.03487C9.34277 -4.09465 9.31288 -4.14446 9.24314 -4.14446C9.23318 -4.14446 9.21325 -4.14446 9.16344 -4.11457C8.96419 -4.02491 8.47602 -3.82565 7.80852 -3.82565C7.41001 -3.82565 6.95173 -3.89539 6.48349 -4.10461C6.40379 -4.1345 6.38386 -4.1345 6.36394 -4.1345C6.26431 -4.1345 6.26431 -4.05479 6.26431 -3.89539L6.26431 -0.946451C6.26431 -0.767123 6.26431 -0.687422 6.40379 -0.687422C6.47353 -0.687422 6.49345 -0.71731 6.5333 -0.777086C6.64289 -0.936488 7.01151 -1.47447 7.81848 -1.47447C8.33654 -1.47447 8.58561 -1.01619 8.66531 -0.836862C8.82471 -0.468244 8.84463 -0.0797011 8.84463 0.418431C8.84463 0.767123 8.84463 1.36488 8.60553 1.78331C8.36643 2.17186 7.99781 2.43088 7.53953 2.43088C6.81226 2.43088 6.24439 1.90286 6.07502 1.31507C6.10491 1.32503 6.1348 1.33499 6.24439 1.33499C6.57315 1.33499 6.74252 1.08593 6.74252 0.846824C6.74252 0.607721 6.57315 0.358655 6.24439 0.358655C6.10491 0.358655 5.75622 0.428394 5.75622 0.886675C5.75622 1.74346 6.44364 2.70984 7.55945 2.70984C8.71512 2.70984 9.73131 1.75342 9.73131 0.488169ZM9.73131 0.488169\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-63.577072,169.802569)\">\n",
       "  <path d=\"M-2.10212 2.49066M2.09215 -0.697385C2.09215 -1.4944 2.04234 -2.29141 1.69365 -3.02864C1.23537 -3.98506 0.418431 -4.14446 4.44089e-16 -4.14446C-0.597758 -4.14446 -1.32503 -3.88543 -1.7335 -2.9589C-2.0523 -2.27148 -2.10212 -1.4944 -2.10212 -0.697385C-2.10212 0.0498132 -2.06227 0.946451 -1.6538 1.70361C-1.2254 2.51059 -0.498132 2.70984 -0.00996264 2.70984C0.52802 2.70984 1.28518 2.50062 1.72354 1.55417C2.04234 0.86675 2.09215 0.0896638 2.09215 -0.697385ZM2.09215 -0.697385M-0.00996264 2.49066C-0.398506 2.49066 -0.986301 2.24159 -1.16563 1.28518C-1.27522 0.687422 -1.27522 -0.229141 -1.27522 -0.816936C-1.27522 -1.45455 -1.27522 -2.11208 -1.19552 -2.65006C-1.00623 -3.83562 -0.259029 -3.92528 -0.00996264 -3.92528C0.318804 -3.92528 0.976339 -3.74595 1.16563 -2.75965C1.26526 -2.20174 1.26526 -1.44458 1.26526 -0.816936C1.26526 -0.0697385 1.26526 0.607721 1.15567 1.24533C1.00623 2.19178 0.438356 2.49066 -0.00996264 2.49066ZM-0.00996264 2.49066\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-65.388361,139.343524)\">\n",
       "  <path d=\"M-5.97649 2.49066M-1.78222 -0.697385C-1.78222 -1.4944 -1.83203 -2.29141 -2.18072 -3.02864C-2.639 -3.98506 -3.45594 -4.14446 -3.87437 -4.14446C-4.47213 -4.14446 -5.1994 -3.88543 -5.60787 -2.9589C-5.92668 -2.27148 -5.97649 -1.4944 -5.97649 -0.697385C-5.97649 0.0498132 -5.93664 0.946451 -5.52817 1.70361C-5.09978 2.51059 -4.3725 2.70984 -3.88433 2.70984C-3.34635 2.70984 -2.58919 2.50062 -2.15084 1.55417C-1.83203 0.86675 -1.78222 0.0896638 -1.78222 -0.697385ZM-1.78222 -0.697385M-3.88433 2.49066C-4.27288 2.49066 -4.86067 2.24159 -5.04 1.28518C-5.14959 0.687422 -5.14959 -0.229141 -5.14959 -0.816936C-5.14959 -1.45455 -5.14959 -2.11208 -5.06989 -2.65006C-4.8806 -3.83562 -4.1334 -3.92528 -3.88433 -3.92528C-3.55557 -3.92528 -2.89803 -3.74595 -2.70874 -2.75965C-2.60912 -2.20174 -2.60912 -1.44458 -2.60912 -0.816936C-2.60912 -0.0697385 -2.60912 0.607721 -2.71871 1.24533C-2.86815 2.19178 -3.43602 2.49066 -3.88433 2.49066ZM-3.88433 2.49066\" fill=\"black\"/>\n",
       "  <path d=\"M-0.52691 2.49066M0.52913 1.96264C0.52913 1.67372 0.290027 1.43462 0.00111034 1.43462C-0.287806 1.43462 -0.52691 1.67372 -0.52691 1.96264C-0.52691 2.25156 -0.287806 2.49066 0.00111034 2.49066C0.290027 2.49066 0.52913 2.25156 0.52913 1.96264ZM0.52913 1.96264\" fill=\"black\"/>\n",
       "  <path d=\"M1.88184 2.49066M5.85694 0.488169C5.85694 -0.697385 5.04 -1.69365 3.96404 -1.69365C3.48583 -1.69365 3.05744 -1.53425 2.69878 -1.18555L2.69878 -3.12827C2.89803 -3.06849 3.2268 -2.99875 3.5456 -2.99875C4.77101 -2.99875 5.46839 -3.90535 5.46839 -4.03487C5.46839 -4.09465 5.43851 -4.14446 5.36877 -4.14446C5.35881 -4.14446 5.33888 -4.14446 5.28907 -4.11457C5.08981 -4.02491 4.60164 -3.82565 3.93415 -3.82565C3.53564 -3.82565 3.07736 -3.89539 2.60912 -4.10461C2.52942 -4.1345 2.50949 -4.1345 2.48956 -4.1345C2.38994 -4.1345 2.38994 -4.05479 2.38994 -3.89539L2.38994 -0.946451C2.38994 -0.767123 2.38994 -0.687422 2.52942 -0.687422C2.59915 -0.687422 2.61908 -0.71731 2.65893 -0.777086C2.76852 -0.936488 3.13714 -1.47447 3.94411 -1.47447C4.46217 -1.47447 4.71123 -1.01619 4.79093 -0.836862C4.95034 -0.468244 4.97026 -0.0797011 4.97026 0.418431C4.97026 0.767123 4.97026 1.36488 4.73116 1.78331C4.49206 2.17186 4.12344 2.43088 3.66516 2.43088C2.93788 2.43088 2.37001 1.90286 2.20065 1.31507C2.23054 1.32503 2.26042 1.33499 2.37001 1.33499C2.69878 1.33499 2.86815 1.08593 2.86815 0.846824C2.86815 0.607721 2.69878 0.358655 2.37001 0.358655C2.23054 0.358655 1.88184 0.428394 1.88184 0.886675C1.88184 1.74346 2.56927 2.70984 3.68508 2.70984C4.84075 2.70984 5.85694 1.75342 5.85694 0.488169ZM5.85694 0.488169\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-65.554505,104.777898)\">\n",
       "  <path d=\"M-1.60399 2.49066M0.438356 -3.88543C0.438356 -4.12453 0.438356 -4.14446 0.209215 -4.14446C-0.408468 -3.50685 -1.28518 -3.50685 -1.60399 -3.50685L-1.60399 -3.19801C-1.40473 -3.19801 -0.816936 -3.19801 -0.298879 -3.45704L-0.298879 1.70361C-0.298879 2.06227 -0.328767 2.18182 -1.2254 2.18182L-1.54421 2.18182L-1.54421 2.49066C-1.19552 2.46077 -0.328767 2.46077 0.0697385 2.46077C0.468244 2.46077 1.33499 2.46077 1.68369 2.49066L1.68369 2.18182L1.36488 2.18182C0.468244 2.18182 0.438356 2.07223 0.438356 1.70361ZM0.438356 1.70361\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-67.543418,72.518948)\">\n",
       "  <path d=\"M-5.47836 2.49066M-3.43602 -3.88543C-3.43602 -4.12453 -3.43602 -4.14446 -3.66516 -4.14446C-4.28284 -3.50685 -5.15955 -3.50685 -5.47836 -3.50685L-5.47836 -3.19801C-5.2791 -3.19801 -4.69131 -3.19801 -4.17325 -3.45704L-4.17325 1.70361C-4.17325 2.06227 -4.20314 2.18182 -5.09978 2.18182L-5.41858 2.18182L-5.41858 2.49066C-5.06989 2.46077 -4.20314 2.46077 -3.80463 2.46077C-3.40613 2.46077 -2.53938 2.46077 -2.19069 2.49066L-2.19069 2.18182L-2.50949 2.18182C-3.40613 2.18182 -3.43602 2.07223 -3.43602 1.70361ZM-3.43602 1.70361\" fill=\"black\"/>\n",
       "  <path d=\"M-0.52691 2.49066M0.52913 1.96264C0.52913 1.67372 0.290027 1.43462 0.00111034 1.43462C-0.287806 1.43462 -0.52691 1.67372 -0.52691 1.96264C-0.52691 2.25156 -0.287806 2.49066 0.00111034 2.49066C0.290027 2.49066 0.52913 2.25156 0.52913 1.96264ZM0.52913 1.96264\" fill=\"black\"/>\n",
       "  <path d=\"M1.88184 2.49066M5.85694 0.488169C5.85694 -0.697385 5.04 -1.69365 3.96404 -1.69365C3.48583 -1.69365 3.05744 -1.53425 2.69878 -1.18555L2.69878 -3.12827C2.89803 -3.06849 3.2268 -2.99875 3.5456 -2.99875C4.77101 -2.99875 5.46839 -3.90535 5.46839 -4.03487C5.46839 -4.09465 5.43851 -4.14446 5.36877 -4.14446C5.35881 -4.14446 5.33888 -4.14446 5.28907 -4.11457C5.08981 -4.02491 4.60164 -3.82565 3.93415 -3.82565C3.53564 -3.82565 3.07736 -3.89539 2.60912 -4.10461C2.52942 -4.1345 2.50949 -4.1345 2.48956 -4.1345C2.38994 -4.1345 2.38994 -4.05479 2.38994 -3.89539L2.38994 -0.946451C2.38994 -0.767123 2.38994 -0.687422 2.52942 -0.687422C2.59915 -0.687422 2.61908 -0.71731 2.65893 -0.777086C2.76852 -0.936488 3.13714 -1.47447 3.94411 -1.47447C4.46217 -1.47447 4.71123 -1.01619 4.79093 -0.836862C4.95034 -0.468244 4.97026 -0.0797011 4.97026 0.418431C4.97026 0.767123 4.97026 1.36488 4.73116 1.78331C4.49206 2.17186 4.12344 2.43088 3.66516 2.43088C2.93788 2.43088 2.37001 1.90286 2.20065 1.31507C2.23054 1.32503 2.26042 1.33499 2.37001 1.33499C2.69878 1.33499 2.86815 1.08593 2.86815 0.846824C2.86815 0.607721 2.69878 0.358655 2.37001 0.358655C2.23054 0.358655 1.88184 0.428394 1.88184 0.886675C1.88184 1.74346 2.56927 2.70984 3.68508 2.70984C4.84075 2.70984 5.85694 1.75342 5.85694 0.488169ZM5.85694 0.488169\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-67.681393,35.934888)\">\n",
       "  <path d=\"M-1.99253 2.49066M-1.2254 1.72354L-0.169365 0.697385C1.38481 -0.67746 1.98257 -1.21544 1.98257 -2.21171C1.98257 -3.34745 1.08593 -4.14446 -0.129514 -4.14446C-1.25529 -4.14446 -1.99253 -3.2279 -1.99253 -2.34122C-1.99253 -1.78331 -1.4944 -1.78331 -1.46451 -1.78331C-1.29514 -1.78331 -0.946451 -1.90286 -0.946451 -2.31133C-0.946451 -2.57036 -1.12578 -2.82939 -1.47447 -2.82939C-1.55417 -2.82939 -1.5741 -2.82939 -1.60399 -2.81943C-1.37484 -3.467 -0.836862 -3.83562 -0.259029 -3.83562C0.647572 -3.83562 1.07597 -3.02864 1.07597 -2.21171C1.07597 -1.41469 0.577833 -0.627646 0.0298879 -0.00996264L-1.88294 2.12204C-1.99253 2.23163 -1.99253 2.25156 -1.99253 2.49066L1.70361 2.49066L1.98257 0.757161L1.7335 0.757161C1.68369 1.05604 1.61395 1.4944 1.51432 1.64384C1.44458 1.72354 0.787049 1.72354 0.56787 1.72354ZM0.56787 1.72354\" fill=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"square\">\n",
       "  <path d=\"M-56.8459 189.201L-60.9753 24.6183\" stroke=\"black\"/>\n",
       " </g>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#!/usr/bin/env python\n",
    "from pyx import *\n",
    "\n",
    "g = graph.graphxyz(0, 0, size=5, x=graph.axis.bar(), y=graph.axis.bar(), z=None, z2=graph.axis.lin())\n",
    "g.plot(graph.data.data(graph.data.points([[1, 1, 1.4], [1, 2, 1.8], [2, 1, -0.5], [2, 2, 0.9]]), xname=1, yname=2, z2=3),\n",
    "       [graph.style.barpos(fromvalue=0, frompathattrs=None), graph.style.bar(barattrs=[style.linejoin.bevel])])\n",
    "g"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The bar style can also be used in 3d graphs.\n"
   ]
  }
 ],
 "metadata": {
  "language": "python"
 },
 "nbformat": 4,
 "nbformat_minor": 2
}