diff --git a/electron_lost_found.ipynb b/electron_lost_found.ipynb index 5ee4cc1..181d4a6 100644 --- a/electron_lost_found.ipynb +++ b/electron_lost_found.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 7, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -39,44 +39,9 @@ }, { "cell_type": "code", - "execution_count": 143, + "execution_count": 21, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 143, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "#lost\n", "l_eph = lost[\"brem_photons_pe\"]\n", @@ -90,19 +55,27 @@ "ak.nan_to_num(f_eph)\n", "f_pT = tracked[\"pt\"]\n", "f_sci_x = tracked[\"scifi_hit_pos_x\"]\n", - "ak.nan_to_num(f_sci_x)" + "ak.nan_to_num(f_sci_x)\n", + "\n", + "l_sci_x, l_pT = ak.broadcast_arrays(l_sci_x, l_pT)\n", + "f_sci_x, f_pT = ak.broadcast_arrays(f_sci_x, f_pT)\n", + "\n", + "l_sci_x = ak.to_numpy(ak.flatten(l_sci_x))\n", + "l_pT = ak.to_numpy(ak.flatten(l_pT))\n", + "f_sci_x = ak.to_numpy(ak.flatten(f_sci_x))\n", + "f_pT = ak.to_numpy(ak.flatten(f_pT))" ] }, { "cell_type": "code", - "execution_count": 151, + "execution_count": 22, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -110,60 +83,137 @@ } ], "source": [ - "l_sci_x, l_pT = ak.broadcast_arrays(l_sci_x, l_pT)\n", - "f_sci_x, f_pT = ak.broadcast_arrays(f_sci_x, f_pT)\n", "fig, ((ax0, ax1)) = plt.subplots(nrows=1, ncols=2, figsize=(20,6))\n", "\n", - "ax0.hist2d(ak.to_numpy(ak.flatten(l_sci_x)), ak.to_numpy(ak.flatten(l_pT)), bins=100, cmap=plt.cm.jet)\n", + "ax0.hist2d(l_sci_x, l_pT, bins=100, cmap=plt.cm.jet)\n", "ax0.set_xlabel(\"scifi x\")\n", "ax0.set_ylabel(r\"$p_T$\")\n", "ax0.set_title(\"lost electron positions in the scifi in regard to their transverse momentum\")\n", + "pcm0 = ax0.pcolormesh([l_sci_x,l_pT])\n", + "plt.colorbar(pcm0,ax=ax0)\n", "\n", - "ax1.hist2d(ak.to_numpy(ak.flatten(f_sci_x)), ak.to_numpy(ak.flatten(f_pT)), bins=100, cmap=plt.cm.jet)\n", + "ax1.hist2d(f_sci_x, f_pT, bins=100, cmap=plt.cm.jet)\n", "ax1.set_xlabel(\"scifi x\")\n", "ax1.set_ylabel(r\"$p_T$\")\n", "ax1.set_title(\"found electron positions in the scifi in regard to their transverse momentum\")\n", + "pcm1 = ax1.pcolormesh([f_sci_x,f_pT])\n", + "plt.colorbar(pcm1,ax=ax1)\n", "\n", + "\"\"\"\n", + "we can see that the lost electrons cover a wider spread in the x direction of the scifi tracker,\n", + "while most of those have low pT \n", + "\"\"\"\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[4.09e+04], [8.66e+03], [8.07e+04], ..., [5.63e+03], [6.29e+03], [2.26e+03]]\n", + "[4.62e+04, 9.36e+03, 1.34e+05, 5.63e+04, ..., 2.01e+04, 6.94e+03, 7.83e+03]\n", + "8657.132\n", + "9355.866625028413\n" + ] + } + ], + "source": [ + "energy_found = tracked[\"energy\"]\n", + "energy_found = energy_found[tracked[\"brem_photons_pe_length\"]!=0]\n", + "#ak.nan_to_num(energy_found)\n", + "\n", + "e_ph_found = tracked[\"brem_photons_pe\"]\n", + "e_ph_found = e_ph_found[tracked[\"brem_photons_pe_length\"]!=0]\n", + "#ak.nan_to_num(e_ph_found, nan=[0])\n", + "e_ph_found = ak.sum(e_ph_found, axis=-1, keepdims=True)\n", + "print(e_ph_found)\n", + "print(energy_found)\n", + "\n", + "energy_lost = lost[\"energy\"]\n", + "energy_lost = energy_lost[lost[\"brem_photons_pe_length\"]!=0]\n", + "#ak.nan_to_num(energy_lost)\n", + "\n", + "e_ph_lost = lost[\"brem_photons_pe\"]\n", + "e_ph_lost = e_ph_lost[lost[\"brem_photons_pe_length\"]!=0]\n", + "#ak.nan_to_num(e_ph_lost)\n", + "e_ph_lost = ak.sum(e_ph_lost, axis=-1,keepdims=True)\n", + "\n", + "#e_ph_found, energy_found = ak.broadcast_arrays(e_ph_found, energy_found)\n", + "#e_ph_lost, energy_lost = ak.broadcast_arrays(e_ph_lost, energy_lost)\n", + "\n", + "e_ph_found = ak.to_numpy(ak.flatten(e_ph_found))\n", + "energy_found = ak.to_numpy(energy_found)\n", + "\n", + "e_ph_lost = ak.to_numpy(ak.flatten(e_ph_lost))\n", + "energy_lost = ak.to_numpy(energy_lost)\n", + "\n", + "print(e_ph_found[1])\n", + "print(energy_found[1])" + ] + }, + { + "cell_type": "code", + "execution_count": 63, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "q_e_found = e_ph_found/energy_found\n", + "q_e_lost = e_ph_lost/energy_lost" + ] }, { "cell_type": "code", - "execution_count": 113, + "execution_count": 69, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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81WqT8wKk3UW+7zIJRcpQQ7FCCCHDgmTGTr74i0IiZJYQCqYvEPfs1O0S+ONKsvH7dUeI1zaBtraEib1CW1yQyAzS++sF4mnHiI9bS02EdEpyBL8oM+PyfknRlu/sn2JihJaVoYbZQIQQUnNUOpPFd35PpFtpScjqNoTXzdLSrtpuvbYh8ATBhogHvyJxHcKfyZN8nhwTe0jhEzfyM5n75Ct4V0hw0A00uJSeDcQAW0IIIYTUNHQDEUJIzVGqRaVQjRT5W39Wt6HoC0QbpPsa9HWvWGJcOV7LSZR4FsQ9OhHDFpeT/WZv8rOb++v52CDGZDVdX9CwoVzrVClVa0uxqDAFupJQrBBCSE1QyLUgy8znc2Ek189C/FwcQ6DbrOjrTDyvXYiUdncPe6aP7urtFMLDzA/dva2LqF3sIRQiJXBtShwFSO9flsnP59YB8n+HUYHxQmv7A4VKJaFYIYSQISGfBaDQb/G+c3kMSaES6GvTyjVZ3UZiTejpC8SY7jdxKgsDYF2YmJdNiBTAiRsADbpdCGCPXtPUrgq+mX4A2NEp1kkRYvYmnmeFVTLbR84LkBZ3rGQ7nKFYIYSQIcEnRoqlyRZKQ5bjp5BO+V2PtMUkRLoKbbubJ9OLzX2MsNgj1+hnLQWwwzyvPfF8AE163o7QrekF7EnNO/RnaWl3z7GZP3D7svfsRPpzSkxfIeGXb3wwYCBupWCALSGEEEJqGlpWCCGkquSLrwD8lgJf3xJYa4WtQtvpuW/WExsSwlpb9JA6l0dft+p2n3h2i+47LBeFqmnIuliVbtkn95Go/9IdIR2guwGpSrgA/LE7Zg8R0kiL1EBcQf2xktCiUikoVgghpCbwvQwLlY+XcSqRGDfXgesysSMIhGiQa8RcQFWmNX0mmHY+gH3t8XndgBNFcszcO6uaVjG0L0o/L7YHfb+G9Z5A3MhNj8XmFHKR+eJ++iMiKDyqCcUKIYTUBIG4jjxjxiogz9WR1hSzJqvbTlHEbUP+ea/ngJt032Gxhybdmmq0+8Qeu8W+7DM69fx2pAJ690Wuci52wll/QrEXsy99v94NSJ8hdNCzFigcRFtOZVpSq1S9gu0jjzyCDRs2xPomTJiAt99+u6T1rGBLCBke+IJkI5T2Ak1mAiVpF9ehuA4SbYhUzZWWrBMfxr2zEImA2gSmgi0COMuKvG9WjENZdmIl+OUe5f6A4q6c5DwKkOFL6RVsa8Kycsstt+B//+//bX++4oorqrgbQgjpL6UWaUvOSa4NEvOkxcD3wg5dJk9P1g0b64jJtGnKiqwbPa87BObr632duq9duX0AcY5P4MSMjXuJEBdKAHAqHRfTG6FwCf4AafdVBP+ZP+a6XJFS7GBHUsvUhFj5rd/6LVx33XXV3gYhhBBCapCaECu/+MUvMHHiRNTX1+Ouu+7Cpk2bMHXqVO/cixcv4uLFi/bnCxcuDNU2CSGjgkoEYc4qsl5mtGT1dSTGfGt1rEashL2+bsi6zBufO8Zk56wMXGE3Y02JsjqrB6IAHJwbyDxvIZxVxrQtgSjBr9d6LT8yTkW4/WNl9wPEycLF5MjvK0J+SrVi0aIy3Kh6zMrzzz+Pf/qnf8K//bf/Fu+88w6+/e1v4+///u/x6quvorGxMTXfF+OiYMwKIaQalONeSMaeBEjHXsxywai2XH3k5s1vV+0+OLeMLOIWy6ppTzwvcuKjSXQb8WGeJ09TtiX2I2Cpvt6h5zeI+9ig21C4pMx95V5Cz17Nz5JTGJi7hgXZap/SY1aqLlaSfPDBB7jpppuwatUqrFixIjXus6xMnjwZFCuEkMpQ7CVXykvQV9PDF88yC6k6JUvbdcVXQUtWWDAM7fCn8kaJn6EqzQJKZLyu/8m/M6PalXCiwoiQjQC26uujev6CjD8Qd51+nhFBEpt63A4XiBt49phF/JBCQ1KsFIoJgmeM1DbDLMBW8uEPfxgtLS34xS9+4R2vr69HfX39EO+KEDJ6qMSLLkJhUbPE06eRpemtVaMzblEBoF7+WfE8zx7MemP9mA8lOmTfHjixslG3R+DO7TGipheuXku3aFv0M0x6dIMsly8JPNdm351In2O0E4Uzg/L9nIQWlpFAzZXbv3jxIk6cOIHrr7++2lshhBBCSA1QdcvKypUrMX/+fNxwww04e/Ysvv3tb+PChQtYsqTAbx6EEDLoyN/Iix2Cl/ztXa6RY+bftUC3kedeB2HdHpGxUmRFCrFu5eF/rYG7lU1TFrefIfpMMK1JK26AqzBrgm83ZpV1RdIgf9DzlmbdQYYteq+x0vmGTqQPUIRnHuCCagH3PZ1KtEDpFhNaVEYCVRcrPT09+C//5b/g3Xffxcc+9jHMmDEDR44cwZQpxYogEULIYFIso8SH7wUaiL7k+T1R+t4t6118inG3bAyAdfraBrl2wgatHoaKPQHcPCB9vk8TgCf0tSz6Zt1EWTdmti1FjSnsJueZWBVTKK4hSJwDBKSOA4id7mzwxaAkY1UCeGNyKEhGPDUXYFsurGBLCOk/SXEhM3uQp6/QIYOFfsmS2S2ahmxcDACi0itcVlAT0sGtrXABsXK9FCNmi4FuFwJYbp6jB03MCeCsMnvFvG6xn6V6P8Y60x25m9vMpE6k05AjxFOqzXe2xNNXCN/fj+lHifcgtcMwDrAlhJCho5RgzaQbKIk88ViKnqy+jsSYuQ7E+lA1vXq+LH8v04uNGLCZO1FcaBiMxSSC+h1O3mcWXDbQAr22Vawx8xbAiZmNel/rILKUzOcAXCVc2RfFxwDEq9X2V1TkW0eRMtKpuQBbQgghhBAJLSuEkFFAPveBoVDxsVmIW0eSBeB2JuYCyqLQmd6DqdgaI1CNCGBtvPwWAODcuEmqoxfxtGJAnZBsrCwrkQ6IXQhgi742rqHdYtz0LYBLU94jxpYH8ee1AOg2348MFA4TD26H++zmu5ki5kVivRxPutcAWkyIgTErhBBSFF+Ap6SU8vi+dUhXlJVxIEag9MAJCiNQjBAxfa1IY4JuF+i2VdxnuZiXPPCwFa6eiz3QUMyXLqlk7EsAkbkUwnWaPqD/IqRYVhYZXjBmhRBCEpQbhOmbfxBx4QKol3AicFbGpBgh0BvBW8TNiAwrDgL3sl+n79MCF9SqBUXju2/h3IJJ7j5GhJh5rQBm6fu8rvd8U8Y9x1hymhAXKWYvRpCY+0H0mViYReKzdMs2qyeY7y5APJ6nvwGxFCijFYoVQsgoodwsknzzA30deeYFotUVXbuly0SvkYGxpgaKEREyqNZYNVbClb/XS89tmWTnNu59C+f2aOEi05TNcxbovhY4UdEq9mACeq31JAJ6gvj9pGixVplQdEZig+beUxJjEHMk/REhzAAaTTDAlhBCCCE1DS0rhJARRrFgWvkbebIQWSHrC5D/EL4IcUJY15CJSVkIV+3VsBCuiFuL6E+ebgw4i4uxdMzIAR3q3J5zCya5+BRbHyUCDur7GC9VA5y1xbiaNgZxaw6ggneNBWZf4PpTxd4A99nbdRvCHUqYL+XbdzAhEn2sTEscDLAlhBCLfHlmdSuzfdbDvYhNKfxOuIwevaYXokiabqULRh8w2PzcMZzI6OARE1eyNePfmhEupk7K1kzc5WPcRPoRWAibydO4V2QXWbGj23VhvPgckKiZYojgryhbyunSyfFAX/uyr8jogQG2hJBRi7SslGMxAeIvT1ka31xHwHwtUvaF6Vsay0MLXMl8ma5sLB06RfjEsuku0NWkCC+EEx5GPKzMofGJMwCAc9FEdw8dVNvY+hbO9UyK3VvtMVJrxgXuflFy01m3b/O8hiAtXBqyQG+QWBsiHVycD7O2HIHCuBSioFghhIwwir3YfPU8At3KbB9zn9D1NQTxFF67Vt8rVmU2q65Nlk4rXKCrFgfNuWM4genqByMyVgLYpq0nPdrKsjXj6qIcybj7Nql557ZMAhYaI7kab247hhN79L1lTZWjet5N+vMdDIBZobruDtxnMmX/G/TniKVeB+Ja9gPeYwW8FhiAYoSUCt1AhJBRRiE3xRS42ItItwFiL+RU3ZTQrbHn+0Qu7sSkBc+Ac8FsdX2Nq7WLxlhMABuLYoROblwGGS0y7PzDk1x8yhNwQuiocBOZZ5tMnoWIpzYD2r0Uis8KFcdixJO5hzyzyFszRbrFisUMDeQcIDJyKN0NxGwgQgghhNQ0dAMRQkYYpf5G7jstOYt0Jks2biWR9UYAoKXdU1QtsH3Nzx0DAJzYNN1ZK8w9ViYsKgCwIIPG48p6srhuFwAgsyxnrSzntqjYlI61W7Btta7Ottw9u3nqcfW8ldNcsK5xAy2KRKZRpNqlgQve3a3HFoXO/WPJwpXRN2Mh3Pe0QcwtdDJ1vvihUg6VJKMVihVCSI3ji2voT1/yPJpZSBd4CxE/3wcAOt3LvKE9XTa/O3RzTVDqUjd8tm+8ujgCm4GTPf8CAOAdTMCJe3VciR5rfuWYCrwFMGH7OwCAtu1PoavrfjVBb3lX32K3beEGOtE13T086QZaGrg+c6MdoTrpGVAiBQAQAb1GfMhzk8z3Kc/0CRBHni4NMe+U51quISQ/jFkhhIwQ8tX0yIcMBA10G8EFguoYDHHAIHoTPwPKohHpayMEnkA8K8eg52VfUWIlvO0eYK/+J/hObQU5mkulL3ds34Jty7QVxQiirXC1VeSzpeUnkSqNfXCpzyZQ9zDi9VzUzpC2ijCGhFQapi4TQoYlxbJDkuPyBSrXJE9RlvNEpkpDVrW9neIeZjxUTVNWpO8Gbq08R8c8ZoFuD8OVwn9CuXQerVuFB7rUscfdfSptKPvKCwgP3QMA6Dk/Tj1u2bvuGaJYW8d2dXLhtpMPq46ejNNYh+HEkU05BqzgWBi4vd7ky8rJ6jb0jEmkuyzffN/f3SywpgoZCAywJYQQQkhNQ8sKIaSGqESJ9SlwLgwZ6LkkMS8Q8SfJInIAdmdVuyiCjdHYuz4dOzofNoXYxKKEh+5JuYEe2LTbumrOHVZBsu9sP4vsTLWm6ZC2qDQBbWufAgAbp7Lt0Gr7jOZXdMBu03R96jGUa8fUZDGuoVlwliPjGmoB0K37Yu6tUF8EyI8c25lvUh5oVSEDgzErhJBhjK90u68vX5XVKP5jQ7s4/8aMBe70Y8AVhdutW5GJY1kJW7ANe5SIyK59AeEm5fKxtVK2TLICxrh5JNblszXjiss1iZgTs8WtcBk/hia4OiyB3HuY/nypQOMA8SBaIH/gciHXHAr0EcKYFULIsKKUF55v3qk88yLd+qrVJouYwQWd7oE7WNAEpcqlgMv0MUKgCan4FECkJOvbhCfnWmFiUpK3ta62BeKOYxoAFc9ybo+yvDS3aStKq8jwMQXjDsMJq/nQFiCxb8AF3XaHqm3IAr1ZxD9YAJeSbNb6LCdSBEaecYPv74NChQwMWlYIIUPIQMqrFzvzRwqTZDBtBBcUaghVjRQgUc01wXxRK2XZdGfh0Dw5cxFW9T0a6zu3ZRKya116MgCcODnNZuA0LtSWleWT4ocRAmieeQzToZ53TJfiP3FoOppnHrPXgD4PaNokt/9kNtBKuEq5kpTLJ0T6ew3giMR1scq0xeYQImEFW0IIIYSMEOgGIoRUmEK/YRf7rbvUtb5xWR8l1NeRahraRXpyu24DoFsXPmvVLqGNcIGxra61hd1k0Ky2YJx9ZTwerVulrqHmrVn4mHL7AMhO3a/GgjM4B+UaMvMfwG50tKlYlV19iwEoC8wJ7RIy1WjRI/ZggnSXT1IGZbOX5AGLeyACiHXbkk33IYCzOsk+c20olBqeHCekstANRAipQXwuH4lvTPZl9XWg2xCxQ/oAYF3kLz1v3ChGCOyBq12yMofG4AwAl9HT2PoWWuq6AQATocaOYTpWah/MLigRYsQL4ETI2b7xsfsAOtbFFGybIYJ0j+jFZn+iBgt64NxTO0IxECBOCCfWQjEnRGlQkJBKUrobiGKFEFLjyDiKSF9ndRuKeaYv8vSF6bNumpDIkoEKVNVl760VJVmNdqX+J1OnCje2vmUFx+aZDwEA1hx63MaLdDynLCfHMc1mA3lDQmRGkTZcNF4WAmaBFjBGRC2Hs5I0BKIYnLlhoFKVAV0gLvnA0M2zfe26lef8DDTOqL9ryciHYoUQMqQUSmUdyP2A+Js9mYocIW09yMJmt5gA2m4oFw8QFyEL9LUMctUv/Y61SmTsx1wb1IoeFxxrXDm7sNhWpE0dSggg908qNPDmW19WQbYA2qY+DQDoWnY/2rbrmionvwpAWV1ObNLPM9aUbTmXBRSJmxtryh4A3fozx74Pcx3qtl1cy1RvQykZWPn6CCkXpi4TQoaUYvEkhnwvvmT2joyFCERfsl5KFu7lm1VNC5wlwR7a1wmsa3fjZsy87EUGjXHHmPiTCXgHJ8QTjRXlAV1opWPmFsytU3Ep+6cqV094ci46pn4HAJA52afm4Ts40aNFyFTVND7xFroO3R/b69lgvNu3sZYcyQD79Od8XX8HCzLAOt23MQt0B/HvAaE7HsCmK0uLiTzYsdC5ShQppPowG4gQQgghNQ0tK4SQKiF/my908KDsi9RlQ7tqeyOk3EA9gI29sJkv7enTkvfAxaroQm+NrW9hfN1ZAMBn8SMAwANdu63rZ3HdLsyFsqLMO/k39lZrTj4Wv/fWDLBdXRqXz7aTD9vqs6Z+yrlooqtIe1i5eUxBONWn2x0A5mfV9QLd1x2JIwEA5x/qdOt7pSUFUNaUZMG3WUi7iyrlziOkMlCsEEIGQH8rzyavDUa0BEhnqLTDvpBtSXzPvF6ILB/dNgCN7+pg1QVODMQCWDUmPuXsTJ0qPCOn0oQBbFv5sHX1PDn1PgDAdBzDtiMq6nVzmwqwnbt9P1ZACRgjbjZPXYH9UGtNoTgALvPHxKe0wgXx6lL9ANyZPybmpidwZwPJAnfdos+ivwfshPuOpWiJkIYihdQODLAlhFSBYmfFyNLupo2QsqI0BEK4dKpmaXv6rJ4IwEL9T53Mqon0uBk7krGCY2ufUgfntkxC7l61ZsutHejWQS+LoUrmn8FE22dK5psxAPjq+S4AwC1jX3aBs/p5jcEZJ5SMMOkBNm/XWUXLHld9rQDM0UHezB55bdp2uBiVJWLMd6igT3TC00cBQyoJs4EIIVWhPy80WRcl0m2A9G/7WXegYLIAGuCyfdZFwMFAXZty89vS9VFwGHhyrTJNmHL5dkyubYK1dGSn7rdC5IFDKsC2eeYxm+VjCsAB+uRlqABcQJ2c3DNzHADgPjyj5pyc6/ZlSuevhhMmJtC2N1QF3WTfQgA7jBjxuXICFC7sZqAIIdWC5fYJIYQQMkJgzAohpJ/4fiMvJzDTl6YciTaIT58Pl77bkFWtLOxmp0fAcv3DXm047shg5XPKVPL9mV8BAEyfeQwPdO2OPeLltpsx7bxKVL7luZcBALuxyMaajMdZa4UxFhMAmD5VHTL4KFTtlc/jgLWAbOtabeetglpri8MBOBfoE5Zf0QcVbpoeL6MPqNibJ/S1+dp2RIinH0dIo7+H2FgyTTkALSuk1qEbiBDST3xipVSXgoxJkWR12ykCRkPddxDu5WzWRrBuD5Mh1AoXjKoFQ7btBVfufquKDdm8/SGMh8r8MS6dtplPoUUHhZixH+GztnT+eJy1LpxpOA5AFY0zpyQbzFpAuX8AAIeBxtU6oNdk/Gxxe4zF2eyL4p9T1o6xrrBOFC4AJ8d8cSqEVBvGrBBCKs5AUlmTxdwixAM3A9Fv0H3JWA3Avdj3wRV5M307RJ+xRmyFLaPfvFZbMO6dbouu5XTQbe5OoO7nOvhVF4cDgAN1nwegsnjO6MMI7aGFhx6PxaUAQO5fMsh8XBWDM4GzzWtdbIsRTOgRH9kUqFsXuWJutoS++Oyxcvntoi/U1+VmZjFmhVQLVrAlhFScUi0mvnmR517ypRkkxtuFBUGsnR/Eb7dULDHpvq0i3VfTuPcta82wJe+fe8oKj0yXDqAd+4Kte7KyzllTjGvovrErbY0US1POZgE9P3O2ut+yHJ7croJ375/Q5Z7RhPwE4jp1KKG0KkW6PQWX7SMDbE+JtpSUcVaoJbUPA2wJIYQQUtPQskII6SfSilLoN/JZSFtWZLpyHpJLEDgri3GTyPN9RAE1cwjhrr7FAICWum5Ma1Mpx9s2KVfN/tVzcW6Lsrb0rFUpxU0nf43np34GADDv0EsAVGryqo+qwNhncB/296nYF1MfJTt1v01TDnt04GyTcxON+6ryXzXCnc7c+ISOXVk+yaVhmwJvSwPlyjKfWT0F8bRug+nLF5NSqG6KhBYVUttQrBBC+onPtSCFSbJcvmQWbAXVhvWqjggAK2Dmi9sYYdIKoElfy/gVM89WdgW2YTVirO22IsUImcfOr8HTa9sAuLonm6eusCLl5Zk32+XTfqPcQMfHNuPv6j4FAPj81AMAVIVaI1I62tS9V2IrmrreVYtniGJ0OobGVMSNfQ5zHEAP4OJPzIdrF4cSduq+LAoXeAPiLqHkGDzzCKlNKFYIIQMg+Rt5VGAO4M0A6o1gRYp5YcvbmCDZw7CpvI3HtWViyyR3SzHPZN0srtPWlJMP2wJwu6CsLU+PbcP9T6p4kokPnLGPy/2LstC8oPe0C4uBsWpsMXbh831KpDxap9KUt2IlmttU0K5JcZ6Ad9z+dTBt8yvHcKIrEe8CuGJ2Rmwdhgsq7u5UbfJcIwDxcvmFTk2WBKAwIcMRihVCRj0+F0CpboHkeOCZEyCdVtuOdNVauNL5rXAun8N6bQ9s3ZSWOp0es7bbumAMHWu34LHzawAoQQIoV40piT8RSpg80LUbWx9QOc5GRHS0bcG8q7T7R6cjnzg5zVaZHV931rqOuteq+53tG4+5dapybdfJrwIA1nQIUaI/xgS8gxOLzOfXn2l+4CrlmkMXGwJ1SKHauR7rFJ8wK67l/UpJT2YKMxmeMHWZEDIAjKgJdBshnYYcwL5gTUpxd5iwHiTWNLS7WBRTGA3CorLclcVv3q5EhbFmTMNxe3igyfYBkKqF8vm+A3j3aZWe88IDai/39T2Dd19TfcdubQagsoGsSycCNq/V5/ZsetzdzKRNLxc/21ga0Zr6L1vFPHt0QORa+92YvhClx59IGItCahmW2yeEEELICIFuIEJGJZX4jdsXJ3EKafdO1sVcdIeqnZ91pfMRuPL5xkIxA/ED+/Q0k03Ttv0pAEDXofutFcVk3wBIFW6bhuP4PlSZfWOBOVD3eTz0wGYAKqYFAF6eegsyzyljc8etKlj2OKbZmBTzLADIrn0BgHIrdR26P77XHrF/Y1lpBXBEXxuXzz7AxZ6I4wdsEbjIfXhbAM7UVklSSk0VQoYnFCuEjEoqUQhMFh0zsRDr3bApl98DF4uyMavarYAVNQfh3CIS+eIHgCakKsU+OXORnS6FhMnueRjfUVtBN+Z1qViUzW3KjXN712t4uU1l/MzVpyXffvJVPL9WFXYzhd7kvfdjLk7cpuNRTMJRk9i/censhisA15sYAxB3e61HnABpARMgXgAOKC3+hG4gMjKgWCFk1FPqiyxZMv+gWGteuJEbttaBAPZFu0fP6xXzDgc2lsOUuD+3ZZKLVQl0KyrFGh44+QyenHofAOBTfX8HQGXp2HOApqrmMaxA7jaVlfMUVNBtblwGs/E8ABd0+/LUW2yF2jUnH1OLj2QQzlD3awzOuP2Y/TVBVKbVnysK1Lk/gNMUs+AsTDZVO0A6g2on0oTiulhNFQPL6JORA8UKIaMeeXJvEvlbfKSvA8+8Tjc2P6su94Wib328b2PWuUT2AFin+s8t1WtbYQWAETBz6/aja5Nyt5g05K+e78J30KHW6iJtZ6eOR/PU42qNtoi8gwnAs6pWCm5VzbE5zdbyYtxGi7Dbnd+jeb5ttrXKnMNEe8aQtfisi4CWQF2b4wD2wKVSm6DbBjgri/0Od8J+xw36s/fOghMkpi01NVlCoUJGDgywJYQQQkhNw9RlQkYl+YJj87EeLmZCpitH+rpdNTHrQadq5re72+wL9bysC6ZtgotP0bEfjXvdicemhsn+vrn2cMHVL24DAGQ+3mdroJjg280zH1KWFMDWWzk+ttm6d36EzwIAjmE6XnvydgCuJP4zdffZonGLoQrK3fNHITI3iX8mjctnj/jZxKyY1OR18BAhlp4MQH3nsxJ9QWKNmWdgHAoZKZSeukyxQsiopJBbwfdiDJCunyLJuktTkXWdnjc/ALbpf2Zu0uf3NADYq+dthXvJN7l/jjZPXQEAsSyex6D6TKVYwLl6FmE3ABWfYtw6ZqwbLd4MoXkn/yb2KXL/VIdxNyvhYk5pVvtSTWPrW67GixZbm9sewprbdM0VmcGUFDW2ZgrgXG5LxPVAzu9hfAoZjpQuVhizQsiwolK/VcuzfIqdLwPErAK+LB8bOBo5q4I5y6YJQI8SKdmcSvcNN91jYznaXnnKHQ6oBULjwrcwHmcBAF/B9+0ujHXEjJ3FeCtmzLx7vhDiob9SKckmcPa+vmds6X0jYFbgMeR2K0/4om8+CQDIbMph86266FukBEjz2mM426cEzrlpory/FiFrZjzmgonN97AjFDEoZvchHNKakvyu5d+tiScKUTiAtlJChVYbUptQrBAyrKj0SyRfZkmQaHfCvsi6Q92XTZ9Z0xK4JSZVd4cbDg+r0viNq9/CuR4lTPb3zXUnGLc5MfOjtcpdY4TJXOy32UCmdP7uFx/AsTmq0uwKqOydaX913M4zwuTcnknQSUDWwjIB72Dcup7YM9rWPuWygDQnDk13QbIBnBVogWkzsEKuN3ATYxk/spVESFuspHgx9/D9vQ+GoKBIIbUJA2wJIYQQUtMwZoWQUYMvrkG6gZKBnoCrmop0jZD5WVdrxNRNmR+41F4TQAuki76tVIGwgIpJWaknmODWaTiOFleoBYBKU677TR8AdTAhoOJT3suolOQjuQ4AwJqux9HTNg6As8AAwHegqtQ+A1eXxR6IqOnua7F903AcALBt02p7ivO5K34BvK6/pwU6/qa707nGbFyKaYF4Rd9QXweiT7rkDMmU5QA8hJCMPBizQgixFIpDiJCus7IE3sMIbeyFfmnuOwg0rHfjALCvE9jXrq5fF78HLdQv9hm6b08Ga5q0u2VrBt3blagwdU9kAK0RHHW/6cPzUz8DwLlypj95AjfnXlbX+qDCzW0PYdIfnVP3+aYLqjXBuU0nfw1An8Tcp+5tTlJGDxCuVGtCs4cjwLlxOpbmMnDOihS9wZZ24RozRO47sTVogHSMiXT5+GqqVDomhZDhSU1YVrZv344//uM/xq9+9Svccsst2LZtG37nd36npLW0rBBiKJYRUmJhsYZ2oLdT/xDovqwTK0t12wOnZQplwSxUQaoAcGKTCpDNrn3BBr8uxq5U9s5WrLTWlkkvKuHx1pxGa3kxjMdZm4r8WfwIgBImJgbFzH8HE2Ll+AFgV99imxZtis3FPkuPmGw+Z3cImMJ1O0xnICaGuj2ItEicAr9IScKTlMloYRhZVn7wgx+go6MD27dvx2//9m/ju9/9LubNm4fXXnsNN9xwQ7W3R8ggMFgvG5+LB3C/sZ/y9E2Be9nqPitUAOvC6BVdImDWuoaMQGlFqkx+89pj9jyd5lfcgYBGPIzHWevyMVaPvo+6cLrcnao9i/FYvXQbAOCtHY0A1BlAL/18HgBgy60dAJRbSWYQAcDZvvE4XjcNgMsQOrdnEvYvnBubFxMohhniM0nXl6la2y2+B/k9pWiHs7IMpG4KRQoZfVTdsnLXXXfh9ttvx44d7l/A5uZmLFiwAJs3by66npYVQuTLznctSf5mn4UzG2ix0rLexV6Y8vH7Ol1chikjvxXuxX1U/zOyNeNORD75VfWEqXGLBqDcPcaaIq0lxlUDwBZ2u2dpqDpOw8bDbPlmBwDgYmYbfpNT/06YDKCXXpyH2XPUmT/hIZV91DbTpUebwnLvYII9bdmkVqMpJ2JR9EZ2AzDnJboQmMTJyHqPseJ4nfE+dMKffmwIdJsvlbw/IoVWGFLLlG5ZqWo20KVLl/Czn/0Mc+bMifXPmTMHP/7xj71rLl68iAsXLsT+EEIIIWTkUlU30LvvvovLly9jwoQJsf4JEybg7bff9q7ZvHkzNmzY4B0jZHTi+61ZZvn4rC2BbkO3xATL9ohxUysFWWdJWO6W2Cq0e4xlAujqut9eAwCmOguHYfHMXdYNNBFnMPd8GBt/emybDZg1Lp9utNjA28dfVGX0X8hl8R1tUTFWmS1zOpBkf99cWxTOZPnMu/eldOXcrRllpAVczM2iSLh8IqQDZ9vhrCf6c8TcQcljCiSD7fqhRYWMDKoeswIAmUwm9nMul0v1GdasWYMVK5yp+MKFC5g8efKg7o+Q2qFYSXaZPVIoiDPSbeCue81Ldb3rs24gQFezd2LlCbjCaOal36MKqwFOtDyGFXhnpsrymXdInV48HcewCo/qpVvxmbHPx3a3GLtw+8lXAcTdSMY19NQcpZx2YbHt26o3cQYTEXZpcaQFx9yZ+7FtmVIh24wa2ZYDOvS/M1HG7t+yL9QXQbxUvi2E166a3gjp4m3yuy/VFUNhQUg+qipWxo0bhyuuuCJlRTl79mzK2mKor69HfX39UGyPkBqk1BdavpodyZdpACtMjGVlIYDDgbq2gaWBqKmimo62LdjWpF/8WhRs3v6QrQD7ZJsK9FiE3daK0jZTCZnbl72GxidU7ZKuw/cjO1NVrv2b8ypYdv/YLNqmPg3Aldh/DCusZUVm+RgLjMkeuv3kq2hr04IpUoKpa9P9ru6L/ri4M+P6AvF1mfC5hqz+vBsQ+z5NTZmCUHgQUkmqKlauvPJK3HHHHThw4AC+9KUv2f4DBw7gi1/8YhV3Rkg1KTcoMl+Q5hTPuK6pYs7t6Q1hLQTGbbMjApYGiNEE92JfqVwm25attoJDFoAzBxA+cEiZYrIzX7BixYiMl7ffbIVH98wW7J7+AADghWNZAKoUvklFlsXhtm1S4sgUaVtZt9VaVm6/7TW7l5bt3fF9ycBZw14AsyL9g253Z10wrT1BWViavOXxgcLn9uQLgE7OI4Tko+puoBUrVmDx4sW48847cffdd+N73/seTp8+jQcffLDaWyOEEEJIDVB1sfKf//N/xrlz5/Ctb30Lv/rVr3Drrbfir//6rzFlSokFrAgZcZTr6pFunkiMZxPzI7gA0EC1DVnn1gh0HwJrZTEWjPF1ZzEB7wDQJyYD6Ni+BWehTiNeDBW8Ou/QS9al8+RMZaI4i/H2kMHX/uh2AMBT32zD6p9vAwCMu7kHs4+pmBVjgZFF3O5/sQsAcPOcl9GzVpXRt1YZEXRrarhMxzGs6VInJtuDEe+9x8WjmDTrPRkXk9Ok20Vw6cnrOt33EbNYmWv9vQFIW0xYM4WQSlL1OisDhXVWyPCl1Iqz+bJ9An0d6Tbf2TFLxLxsYk3gppnKtDvgXthiuHGvPh/HlKZfmAOOKNeKOYvnLMZbt8y8k38DAGib+rStKGuQrp2JOGN/Nm6ixdiFz+MAAJflswKP2fgUU6NlIs647KM9bp/mfJ/wpBIyL0+9xbmJDN3yM8vvQ14DcddPCJ7RQ0ilGEYVbAkZvfQnO8QImINIH0CYnGfWR6ppyIqMH72mJXAWB5OqO9/dxQqUw5NcafojShy0rX3aXjdteheAKqNv05TNfac6i4kRGQBsmfxjmI4TJ6cBAHK7Vemn2d98Hq+eV1aYj31U3ejv6j6FpkPqOc0zlWgJT8611pN32pRIOnHbdHQf1w+5U4mp23tfQyrDqTsEdgSIEyEebQvE0rtLrjwrKwNHBeYRQkqBYoWQqlJqMG0ht2ggruVv/euRJhFg2x25axOMug9WsFgLxZ5JGD9TWUc2P6dOS15z6HErFEwJ+/E4ixBKrOT+WQmFp9Bmn24sJ3Ox31aU/bu6T2H/VHV97JvNAJxbCQDORUrgrJr6KBpblXgyLqkTcNYTW4V2oSqlH6MFcLVjIt2XdSnJNuA4QrouSgAnOGT9mkJ/Z6eKjJcLA3HJ6KaqFWwJIYQQQopBywohVaWU9NZ8mHk7VdOw3gXOYidshdWGdtX2hq52yEI9bUcErNRrzFKTwgwXTIvD6pRiANYd9PLMm218iok5OYvxmDBTWT3GtSr3zbs/b8KxW5XFxBw6iGeBd745wa65/+cqiDZzXofQNeUwfapy9eA3quk6+VU0Bmfi+5L7Pow09nOG6bHuSNRS6fQs1mMI4SrUbkDayuU7ILLS0KpCRjcUK4RUDWnaLxSfEiCeeWLI6jZUTeyFK16otl5INl5LBQA2Zl2syl4tFGbAFmTr2qSDVxfGDwAEVLG3A/g8AJeds6rvUbz7mnrItFuPAwCO3dqM6dNPqPuoQrZ46ptteOy8KpmfWedK6r+Mm+0zzD0NL0+9xVap7cL9bmCG3vdh7QbaA1fu3sbfZP0nI1vXV1ZfhEiJwFiWlfw7MwLlFEoXKTxYkJD+wGwgQmqWYgGcyZcmhKUAsCLG9kWuz5yg3A33ntVl9NteecqemGyyfTa3ucq0pvz9NBy3sSPfx1cAqCqyXz3fFdvpfWOftNlAxgIzF/sx6Y/OAQDe+majDZyV6c5GrJjg3DVdjzthZQTYYQBH9LWxopiibpKlAHaYWBQdt9MSqCBbAOlzlCQByreYMMaEkOKUng1EsUJITeATJqYvi3gF1Tw0tDurQQuA7k7XD6ix1/X/7jdpK8R8OGuLzt6Rqb9GKHwfX8FX8H0AqraJekQ3Vj+5DQCQ0wWo636ew/MzZwNw1pYWdNsA3HteDAEA4z7Xg1//Rj34vrFP2oDa+/qeAaDqurz2c5UNtOjWJwHorKEuVXofW/Sen4CrQmuyfCIIEZJ134cexr5OMabXxjJ2TKq3saxIluTpp8WEkPKhWCGkBvGVWjcEuj2IdCpyJK7N2iVujXRvGLfHPtmv128MnBXCsBLuxGFdjr7tladspo5hbt1+dB1SrhdT9C1cdg96tqv6KlutqcPFthgO1H0e084rN9CKsZsBKAFjRM+uvsWpuijNU4/bmirWyrM149KhtxnRdVBl9UgC+DFZQLFDB5N/J7J+jRQlxQ6QJISUT+lihdlAhBBCCKlpaFkhZEjId7CdwZdNYvoi0ReIa9OfVU1DEA8eNVVonxC326ivTWBpD9C4UBd+M7VJZrh/Ekx8yks/n4eHblVWERMYe3xssz0R2cSpZP4MwF1q7aI5yn2zGLvwHTwMwAXnvnr+dtS9oJ7T0bYF25apAwo7tiv/znFMQ3dfS3xfgMv42eO67OczsSrzoSxLKULzqXQbwVlPZJXfZLG9CLSmEDIY0A1ESI1QbhqyT8BESJfJl9eBauZnnaujIVCnCgPuxb5DLDXuohmuy5wDZFKTJWcwEdNwPNa3q28xHq1bBSDuBjLs1uph2vkT+M7YDgCwgbar+h6NuX5s9pF2NaHJlfIvFKaDPXCF3ez3AGBfmJgo3WtmvnQDSZJ/V7IQnA8G0xLSP1hun5AaoVB5dhmbEnnWBrrNIn1eTZievi+EFTULxe0bRKuDaZufU/EgE/COK4+vOYbpOLFMWUzatj8FQFWoXQmVurwKjwIAfv2bJtw3VllPTArzpBfPYfYcdSihCbDdOnYlnjn/AABljTGY53bM3GKDd7uadHzKHhGfYrJ8DsMJLzPWGyqRBriv6DCQjjuRoqRdtxtEX7GjDXwwqJaQoYJihZBBwfciS77UIs86KWAC3YZI1VSJnahs+trdwXw9cNcm2+eIEykmq+bEHljryt/N/JSafuhd644x2UC7sBiTXlSpxruhhMeWOR3Y/XN1ffOtLwMAHpuzwq4xlph3MAG3jFXj5gwgdGSQfU4F6m67bTWOv6L7Tcn8rXCBweZEZCBdHr8hC+xLlsdvh/1uW/SRA90b4L5/maYs7g2gPOFBkULIUMEAW0IIIYTUNLSsEDIoFHIrSALd6t/2W9pdfRRTLj9WfTXrlppg2XXtqhWnJeMwXBCtpnHvWzhxSFlUNrepwwi721rQ1aXiRIzbprH1LRzHtNja/X1z8dAcFWBrLCcAMPtW5fI52zceADCh7h07Nvd8qD7S2G5sO6QCaDfP1IcgbnvMBtviCSC8V7uitMun+fwxnLhX11QxLp8dIbBUf34TfzMfwD5zYGOo205Yy1O32Y2vPkqAwsXgaDkhpFZggC0hA8ZXPyX5ovP1zULaFXQKqdOSW+Be2AZZU8VkyPRGaMv9DQCga9n9Vqw0t2nXz7LpwEr1v7s5YwdwZfRNYbZVeBSfxY8AAA+cVEXa+j5ah/1jswCAeSfVM3qmfszWSjkDdTLyLizGw7qm/rxlL+kHiH9itio3T/P2Y7b67TQct9lA9nNGEEJD0wDnGrKESAm+hvUqliVGlJ43ZDC2hRA/zAYipAYpVj4fiMeiSALdRqrxFXgDXHZPD2wwava8LuI29h40n3eBtYASCqaI2zN19wEA5m16Cc1r4/MWYxdW9anA2vF1KqNnNxZZ64gRMOjJ2CJzz0/9jBrreslpsoXin5s7dXzK0ZyrqGuCXjcKwWYtKxHS4i4Q1zKYNuvpK1UsUFwQMjQwG4iQIaSUl5t8gYa6DTzzIs91u7tu0WvWha5yq8ia6VirAmN39S3GuZXK2mGzffbCZvQYi8nDU79jI9fMuT0vr73ZuoRW/3wbAGDLrR2pnY7HWStWcr9UN8lclbO1WUxtFeyBDfKV5wptW6itKQsyovKurndyBKJWSqd7qD3TSH8f3iqzWcQPHgSKn68koUghpNZggC0hhBBCahq6gQgZFJIVaX2FxeRv9ktEf6QaYznpjoClgbo2dUZ6QzeuhzADzs1yJONSls3ZPz0ZNLaqwm+yINvmqSsAAFv7VGG3c4cnpeZNw3FbC+X2Q68BUPVRzkIF1nYtM8Xc3KcwrqQTJ6epuikAsE4PLoWzCO2LXCqyDAq2sTgh4h8U8FugZP2a/sal8AwgQoYOuoEIGUSSpfMDfV1ImETiWlZS1S9H497pjmDdReZl3hDoeA3Bwax7mZvHz8iheepxAMDZYLydairS7g/mOpGiXUNtM5+yVWXPHZ5k+3Y/qeqnzH5AZfts61qN423TAAB9tyrhcQteticjdzUpsWIECgCbeYTDYo+7dbtoA6xAM0IFSJyIHCY+YL6DBbO6NfMPIp3d4zu00AcFCiG1CMUKIZZSgzDzFXeTFU99qbDJ+YBLse3UPwdOuOgGh+EsK0bA7IGzshx11hQjUlrqum12z4/wWQDAueWT0K3P0TEnJ5/BRBu/YvqOYTpeeEDty6YXN8Ge1WOq1gJA5pW4YfbEvdOddcVYSQIAi/RnNp8D60XqNeDiUk6JRe2IE4m+TtEfIo15jkxNphAhZLhCsUKIpb8vs0LrAt0eRPywPN0aYdLartodcCm75oC+w3BWFDM2HzGXCwBgkbOOTNy+357XMx3K2rF5+0N4+Pw2AEDdb/oAqMDYLXM69K2VGAkP3QPMVLc8cZsuu//KU9jfp4JuTbu4bhdOzJim96jdPAvFvowBqQVx64nZ/1Z93QCgtz3xYaI81xvi0/KKwqRli0KFkOEMA2wJIYQQUtPQskJGIOXWyRhIXQ3fyb2BuJa/4ZuYC11DpEEM7QhVa4JmAWd56IU7zM+0PXA1VXShNWyEDbDtytxvH322VbmGztRNxJqfPw4AeHKmOhE505NDG9RhhV2bdJCsqIXS/IqyyhhrCuCsN9sOr3ZztXsq2/aCrUbbeFkF6Z674l+dZcWe/Bwl4nQi1w/AX102X5pxKfVraFkhZDjDbCBCYvhebqVUqAXigbNZca3bhnZ1abNbstCeF33QHoD566G9N8ByzyNMzEornFgxlWpnHrMZO2sOPW5jUEysSUtdNyZCVa41FWfDk06EmKq2z9Tdh11QheJkJVsTvHtik3INNa5+ywXsdulaLluAxuNapOyZ5L4CkwUkBZqpRrs0iIsYdUeUFrjcn1gUChhCagNWsCVkgPheaFKMFBIu4uTkhqxqU2XiASAUAkZ3LYUrT28sJofhiqBtDFTbqrJ2AGEREWTXvmBPPZbn/Jg+k3J8BhOt0Mi26Uq3m+6xoqjxCS08lk9yVh2dCp2dut+JnQV6r4HYhPnIrRDZTKaVE2U/xLiZY+JU5PEEpVpRKEwIqV0oVsioppIvqFJ+czeBs6FugzzzTH+kmoasy5jRXTaoFnBBtZ6lCMS1EBbntihrxvNrZ9sKsiajZy722yq1D3SpHOLmtmPYDeUS+j6+AgDYllmNzTl94GDX4+mPsUdcG+uO2Z/cc6voM/3GMtS7QZ3hAwC9nYjXSDEfNPmhfVCEEDJ8YZ0VMqqp5AssX0yELwulXbch0u6KWbAvXxOrIQ8nlMXQTL+JWWkCsq9oq4exZJgia3ocUNk521pVCfv9mKssJADa1ioLTAu68cC9utCJtpKcODQdK2Y+BsC5ixovv4U1yx6P3RtH1KnNAHBukXbvvJ5z1h+ZUi3dXACwoxPplONZWqQA8e81EtdDfeAgIaRWYTYQIYQQQmoauoEIsfhcPvliUrL6uhPpQND1iBctM7THf5TBpgvFtbFm9CR+Bqy1pfn8MZxYNj02LgNeF2OXLfZmq9r2jbeZPM0zdSn8rulobjtmxwFgZd1WrLlNW1aMW2oB0nVdesS4KfqGEOng4mJF8gKkXT3F4k4Yi0LI8IduIEISlJveKmMnkuf8RPDHp+gYDITwV181gaI6xqU1iAehAsqNYoSLfOwCfb1XNSdum46OV9QJyyaAdiLOoKvrfr2De+yTTxyZbq+fbFPxKav6HlUdM3KYgHfUvOVq3ppWEadiY0yAxncTWT6LImB5oCfI1lyH7j6pmJQs/ILOF7hcqI8QMhqgZYWMMoqJllOeeYXqqERIBYIubXd1UwwNWZfxY8rM7xFLTaDqEXFta5hkbBqziV0BXIyJ4Vw0Uc2FKp1vzv+xgmOG+1/9yan3AQAe2LQbPhpXa2EyTQuThXpvQNwIIsRMejAU10Gi3Yn49xogzkHEBSNAgULISIOWFUIqhKztIa0Cob4OkHJh7DFz4Maa4AJP1wUAgOZcr61ZYuqQNF5+y1oubF0TTEPzK+ra1Enp2nR//IRl/ajsWh2Ie8ilH5stZNv242F8BwAwb9NLqrMVqXkIYLOKLOtCV7DOezKybg8GwCz9OWPWFHNz0+Y73VheM8CWEKJggC0hhBBCahq6gcgopdTKpz5Xhc9FAcStKWZugBQysNZYKWaIPmMxMYXWFrp5ja3aPXN4EjbPVLVQtvapkrcmuBYAwnvvQfNzLogWAJ5vm40VUGnKNjgXQPP2Y6k+uy95KKGtthupdn4A7AsTHy4LG4vS0q7nd4rxQLdRYs1OxMnnkiOEjBzoBiIjhlJfVOXOK/U+AeKZP0nakXIDtWTd6chGmPTCxaqs0/MbAlta34gQADi3QMSJAKrGyepEcCucSBlfd9b2mQq1Ie7BiUNKfJjKtPMOveTcNqZdCJy4V4sUva3G4664XKzkvxEpRnA0QVTo7dRjnbDflzlCAECsqi+AeCyQFCq+vx+KFEJGO7SskBFIobN88llKDMnMn+Qasy5K3APuxS1TfI1oWYp45VeDSf3V4qF5+zErMuz8hXBxJXpex/Yt2HZIFYAzQmdu3X50nfyqXpuJF51L3NucGxSOvccdBfC6/pxbM67MvhFO+yLEU5EBl/0ExEviZ/V1KMYjxClHgNCyQsjIhOX2yajG56Ip5FLwZf4EYtxcm/sJN1BD1lkVNrardiuc22av5+RhYzHZIU4mNqLAHGII2DN4mqcetzVQjBXlRGa6qiAr2Zpx7pstnm13w62RZ/nIEvkGW4XWLM4mTkkG4ocNws1LWaCySLt5AIoQQkY7pYsVBtgSQgghpKahZYUMc8ot9pYcS44bq0yg28gTlwFVSwWIu3Z6xbWxSMhzgIzVY5uzmNjUZTO2HGh7xZ3lAwBrbnscza/oINiT09S8joxzN/nO7xk3yRVxM7VSugGYsipm34fFemPx6RHjZl/7gFRRO28dFV+6cTWCZWm1IaT2oRuIEIGs8xHoNhLjsi857nMNBW68JSvcIrptyLpby5okxsVj3C7rQmC3mAuowm3mcEBDk7iPjF1ZGJ8WExkz4A5CNM89Ah17IvY6P+vEilnb2wk0tLtnA0B3iPR3KMvo+2KCIMaS/Uk3HEUFIaMPZgORUUMpv0H7ftsPRL980SaDRzuRjsuInCDphotF2avbrdCWCMQFygJ9bYTH67PSQbfLRdzJvhAA0Jwb4ywwEi16zKnKXWPvB47q3z06Mi54VwbqWrGi97ovctc2pTpwViIbuxLAL1ZKiQVK9ifhmT+EkMLQskJGCT4LQFZfR6I140sSY4B7qQdOhMjKrsbC0hDEXSqGpNsmgD1E0Lp3ekQWjxEZEZwbSKcZNz93LJVyHLO09MCV/J+v93cYLvPHa2EyhOLazDsINGgBZwXMQcRFHRC3olBwEEIKQTcQGdEUexkm3TaRmOvLFArcpRUe+ucGuBe8zIZZqq/3eMZbEc/KAeLpx4Ye2PgVc6ZPzJVjxMcWcS1rtBjrx1LP/TqEK2mGGN+hr22BtzDutgKEGEEiXsfMM5k90n1TKOWbooUQ4oPZQIQQQggZITBmhQxzklYUGUcRJFozbtZl9XWo22y6SmsvXExKt5gng1HNfWQwran8avoW5tyBg9oN1Nj6Fs6NU5k6NnNnzyS0PadjULruVxNlJtF8vZeF7hm2XH5mOhAJi4pZYwJtrQsIQLe+T0M2nuUEQH1/2lJirSyn4K+VYij10EFaWwgh5UOxQoYhvswT38syXxptkkC3YeIaKivGvMxNhkxvCPRm1fXSdufeMe22HLBQi4YF4jF7xDiAc9FEKyhsGf3DQNdhLVK066f5/DFbFM7OWw4rek6M1bEr8xHP7DH7KRgkK9GfCSH8sSy+jJ5CWT4+QUKRQggpH4oVMozxvSxnoXSREiXaIB0s2xshZmUBEunKgcuwMVaPOzPA3viTGoMzOBdpoWFSk1fm0unHO9LbP7FseqrcPhaKa1nfxcSkIAL2BfEbtQQuFscExPbKOfpzxESNFBdBYp4cnyLapCBhajIhZGBQrJBhjE+A+Gp/5CMQawDlBjJjkZijr01Qag+ca2iHvI/maA64ST9bB+KeOzxJxYAD6GhTUbfbMqtd+fs7M+4Zsg4LoGqxLNLXRkztgEg11vuLxF4RuT326s/XrT8jIKxEnUiLEPl5fNYrnzAptygfIYSUDgNsCSGEEFLTMHWZDBPyuRJKqaAawFlH2lXbHYrxSMwrsNaMbwzc1D1wcSKHxbSVYhxQsSmHxTWgqtWaAwVlhdrkvH0ANuprGywLZ1kxgbMNQaKOir62Kdeh+CxZOELEySIds1JqAC0hhJQK66yQEUOxKqhJcRIg7a7wrZ0CV+Qtq9pYVky7biPnTmlCmoVIV6H1FYILkC5rvxCxc33sfBPHYjKKujuB+Xo/h8U867IyZ/ashyvOFiDt3jEtEK+PYub56qeUCl0+hJByYbl9UvOU+3LLV5I9ud5XQVW+kA2R6zOCobcdzsoQqaYhcCXsb/qWu5+JHdkKV9beFIADUgG2WAAnQsz9jmRiVWrtXhaY/ZjF7a58v5nYGyFt/QgRr8qbHA/EtfluDiJtNQlQvuigSCGEDB60rJBhQrEsE5/4kacDB/raZ3XJ6nanKCnfqdqN7fFAV0BZN6Q1xYidHvGzESZmXoA0KyGsJ7rdDWBRpK5tgOwGty/jXuoBsCNK3DCCP6PHPFyKElnJ1yc0Sq1IS4sKIaS/sIItIYQQQkYIVbWsBEGAU6fiv5E9/PDD2LJlS54VaWhZGakkz/DJd0BesoJtFvG4DXMPcy3JqqZBdBkrSXfo5uzWlyZeZKUIjO2GOGdHt/MRjy0B4ucFSdePWWPO9zksnm0OIATsCcwxGrLxn2W9FW9hN1GZ1hswS2sKIWQoGUYxK9/61rfwta99zf78kY98pIq7IeUxmC+tKHHvfC6fZGn9SFzLPvMCXu/6bDZNp5tviqQZobAPTngYkdGT8Z+wbNgn96A5DOe2McXjehLjgL6veDYA/ynIgahMq+/b0q6CcQHE/06MCAmQFinyey31EEKKFELI0FJ1sXLNNdfguuuuq/Y2SL8o5aVVLOU4372SPweePnnvSPQfTPS1w2bMWIESiDTf9vgY4ARIBCdSZGDs4UBdPwFgEcRkqEJwVnyIexqRYh7bClf9tkePtQROj5gxAOnPFCAl6LpNv2nNdaEzffL9HQ7k75YQQipL1d1AFy9exKVLlzB58mR8+ctfxh/8wR/gyiuvzLvm4sWLuHjxov35woULmDx5MugGGgn43BCF+iIUDA6VpfNtrREzJ0I6pbcd7kwgvbYXiB10CDi3j7m3wYiRw4i7fwAlfhZA3BNQ7qp2z/7N8wLRRp4x0+ezogDuO5PfYTGRmMQEKRcSPIQQ0h+GiRvoG9/4Bm6//XY0NDTgJz/5CdasWYM33ngDf/EXf5F3zebNm7Fhw4a842S4MgVx60ih+AlfXyD6THl53dcQOJFiLSsQrp5QtRsB9Og+m+0TwmULdeq23YkQ8wx5H2Sd1cY8dwdcdo8VHO1iz+beWSGUzLxQzDP3kMJDChD9XJyCExqRmFdInPhcPxQphJDqU/FsoEceeQSZTKbgn6NHjwIAHnroIcyaNQu33XYbfvd3fxd//ud/jieffBLnzp3Le/81a9bgvffes3/efPPNSn8EQgghhNQQFbesLF++HAsXJiMO4wRB4O2fMWMGAOCXv/wlGhsbvXPq6+tRX18/oD2SoUD+ll6q60EG0Eae+wWJvgDOymLG5Dp93RvCWkfsycmBiysxa9eFCfePHpuvL5vaVXsYIjg2chaTVr1WBthaS07o2b/s0/eeL4ZjpyaLwxZjPwPx4neGdrjKttL6VMiyMtTxJ8wqIoSURsXFyrhx4zBu3Lh+rT127BgA4Prrr6/klsiQ4jurp5SX0ak817IvSPRFcNk9nZ49GNqdaIilJkfq2p5AnGdr23RYl0lXDuCETkPgXEL6dmgJnJix5/tEcQFkW7Mo1PPkjeR3WErsiBQwEdJ/F7UmCmptP4SQWqVqMSt/+7d/iyNHjmD27NkYM2YMfvrTn+Khhx7CvffeixtuuKFa2yIDplBFWUkyJmUWCp/pI60t0pKQtB4A6TN/QpeSbGJJWrJOUEiRYq5lbIusqWJub+JJXp8F3JlBCjNurSOBGIw8fYEYM9d6/9gp1sjgYjmOxLivjgohhAxPqiZW6uvr8YMf/AAbNmzAxYsXMWXKFHzta1/DqlWrqrUlUlGKWVaixM8+t4YkEGtk4GjC4tCwXgSmGrJIFYrrjpAKdG0I0kXhlmZdfRTj7tkXOSF0UwgnGsRzbfCueK4UQHa++dzmc4g92vtNQVrIBUifliznFYOihhAyfKiaWLn99ttx5MiR4hMJIYQQMqrhQYakyvgCcX2l3SW+uiKRGFuf6Ivgd70gMa/d1VAxsSY7OkVMS6dqG9pd0bgdgLNw+Kwk+t4tWWetacjG7xcj6+kL4S+IZ8j3fTEmhBBSywyTOitkuFNqNkehbCDftSf+BAeRDqYNxLysbiPRF6qmpT1dZwVIB9S2iFvuMH3tLrZFBuIad1EsoydwffP1XFMyv1vMs889hbTYipB2kUmk+8ZclxvMTAghwwuKFTIASn0xlmIVSPb5LCommNZXwTar2xDuZa/7ZCa9qTg7PxDl7AM9hrSokef3yOBbUzSuISvEh7jfvjCx9wj+AOHIM69QkLKcn4w3oVAhhIxMKFZIBSh2GnIpL9WkQAl0KwNL2/V1p26zYn7o6YtUs05cm/F9EBVlNfasILjsIWwA5muLzj79jF45LtYUdDHJvZm9yiq0+b4TIG4xKaUCrZnHOiaEkJFBxSvYEkIIIYRUElpWSJkU+m3dZwHwWVtkrIYvZdmXqptF2mWyU6UqA3FLiOmTMSL2IENzjyhtHWnIirRnMzZLpB/ni6kR97R9yeJtS0SfjDUxz8nqdicKx/hIihV9o0WFEDIyoFghZVLMXZHEF/Q5y3MdIR2oCrgXfCj6xfNkhg4A9E5J1DFBvADcUn2PHfJ5kV4bIV2+P+vGjduoN4Q/CNasCRH/jOYZvoMYfXVOfN+nTyRSjBBCRgcUKyRBORklpZZzT4qYSFz7Xr4R0i/sQKwzfe2ICw2DCcTVKcQ9cALGFHhD4OZZ60yIdHaOeK6xxDRkhUjKCmuMWSMtJlKMJL+HJUinPReLT2EcCiFk9EGxQjT9eQn2NxtIPs8XVAtPX+Sul2ZVG6uBEup5WbE2EmN6bYse7+4EWta7a7s2eZ9Q1EXR4qZXHKrYK+dGojXXhTKfkq4iOafU/iQUM4SQkQfFCtGU+zIMUH6p9mIv0kg1De0ea0UAKxB2hK7PFlZrd7cxJxfvM/OyiKUnm/m6C93mIkTclZPEF2ezAX73VzZxn2LZOaWkc+dD3pcihRAy8mA2ECGEEEJqGlpWSAGKlcL3zS83zsL0ifiN3k6kgm0bsmlXTwNE7Ige6g09Jx3vhLOK6LUIXXVZby2UyLVeF5MvxkR+zlBcw3NtKLW6byFoTSGEjGwoVkgBCr04Sw2m9c2TZ+eYuI0A8Zd+wsXUG8GJj07dl4V1/8TO2QkSbRYu6DbSbTvSGT2Ru3fsXmZeqNuDiIufDUgjq9SaNb7vhkG0hBBSDIoV0k/yWVFKecGGcFYK8zKXsR8B/HEbSSJRPyXw9EWuL5VK3IlYnIudlxXXskViTKY4zxLXQDxwVq4348VifShSCCFEwlOXRz3l/hZf7uGF0oVUiCDPz5HoMy9532F+Zl6AeAqx3Evy/slnhurgQkAE4m7wPCPpFit2MnSSQscTUKgQQkYLpZ+6zABbQgghhNQ0dAONeir5m7w8RVjeN9CtsYzIYmjJMUBZGbL6WpaoT1aAlfMiMX9Jos9HIK5Dz7iMQ5HPM3spVHm2GP11n8k90AJDCBk90A00IqnUC63cOh++ebPgj+VI7lHeI4u4WweIl+OPRJtcL9dKsrrtFD+HibEIaWEiP490B1VKLAyW+CinEjEhhFSD0t1AtKyMSPJlmJT78upPmnKSg/DHmgT6WrcNWZHRsxPpOJAA/oqvUqQAflEjr9t124l4eX+zL/k80x70jJd6oGMxBisbiEKFEDJyoGWFDAE+4eGzYEjhsTMxnhUHCUa6L4LfilIssNZQyIpSKCi41LozhBBC8sMAW0IIIYSMEOgGIgnyBY8mLQmybol080T6OtBthMLWBzO2Hi6eJES64mynOzlZHkoYSzE2+M7wSfZNQeG4Gd8eZyV+Lgefa4hxJYQQUgoUKyRB5OnzlZSXQsBk34SiTwoYnxhIrtmAeBZPMk5EnHRs9tgdiv369iAFStLlEyAdSxMgHRcjRVkkrishMihUCCGkFChWRjzlFizzFTkr9lKV8SVJYRIhbdVYgnSKs+yTpekD8Rwz3q7bMM8eAs94oRgT+dxkAThfUG2pWVISChNCCOkvFCsjnv68JH3uikBfF8qIyRd4GiTmR0hbNaI8e/H1G5fPEvgtJrI2i9lL0pUjP4fca759yHmlVOQlhBBSKRhgSwghhJCahpaVEU9/zvIpdW0pAaMy6NYg3S2yT7pZklaMU541Mr6kkHvHZwnJ58rxWU8G8h0SQggZKBQrNUulXnylFnYrJlKSL/EA8RgUIF7MzczPwmX5BOJ+kRiXP5t5Zq508/iylHxupFJjbnyZTVFizLe+VPFGCCGkElCs1CyD8eLzxWv4CErYQwQnCmSMSDKGZAPisSrJ+8o+OS9AnCDPfqLEz8UqyvosJ8W+D0IIIdWEYmXEUErNjuRLOd/8Ul7eAdLCxJdNI4Nz5doo3tWwHug1gbNTkHbh+AJ7fXsA0mnM+T6nT7zRlUMIIbUGxQopQCF3UD4XUeQZT5KFEwh6Xq+MWcm3NuneiXyTkC7V7yNfhhBFCiGE1BrMBiKEEEJITUPLyohkqFwZvkDWQocHGmtKiMLxM7JAXCT6fUG+PktPoX365pUas0IXESGEVAOKlRFDvoJspVLI5QMULqY2RcxJxpCc8vQVej6g3DjJNGUf+URGoe+h3O8oX8YUIYSQoYJiZcTQn0Px5JpAt/lEj69SbOSZhwJ9Ep+okXVWCt0bYl65zy5XwFCgEEJItaFYGTGUUrDMl7ZbrNx9vueUWiDNN/cU0hk7cn8+C00pz0w+2/d5KUgIIWS4wQBbQgghhNQ0tKyMSoqVl/el9PqsFYG+Nm0o7mH6fDEuQLxUfpJ8a5J9+WJgSq04SwghZDhAsTKiKSc4tFhsSOCZdzDRzhLjhTJs8p0hVK7rZyAipD8xPoQQQqoBxUrNUYn02HIO3kvOkcIk8tynULyLT6AkY1HkfEm+6rpmTYDiFWnLgUKFEEKGCxQrNUcpL9F8IqPcFFufCJF9gegr1x1TKKPINy/fvsyaKM8eyoW1UgghZLjBAFtCCCGE1DQUK8MSU5OknLTeQtYPs97c11wHSB9CKJmF0oq3lUJ/YmoKFZkrdB9aVQghZDhBN9CQUU4cSbF5/QkODTzXPrdMqRk7vvVDXe2VooMQQkYDFCtDRn/iSArNKXS2jo8IlRESPjFVrIx+Vl8XEz8yBqa/e8wXz5N8BiGEkOECxcqwpVhqsKHcirOlumPKsaKEiZ9lmnKlKsqyZD4hhIxUKFZGDD7x0J+YDt86nxUlgN+CUaggm1kblbGHSomsSsBMIkIIqQYMsCWEEEJITUPLStUYzAqqxSwAvvF810kGEvdSLGjYN6+WDiGkRYUQQqoBxUrVqPSLrxSxMRA3RqG1cqxQAG456ckUBoQQQhQUKxWnHItJqQKgUiRjWXziYopnno98n7O/1o+kuKFYIYQQoqBYqTjlvGTLPaRvICm4+bJ3Ct0n0G3kmZfPiuJ7binPSt47uZ7ihRBCRisMsCWEEEJITUPLyrCiXOvCErhCbKVaQiDmFavlUkoJ/IFaRGhRIYSQ0Q7FyrCk1JiOYhVjzb2AuItoimfMN88HxQUhhJDKQrEyLCk12ycpagoVcZNryw2SHUgGECGEEFIYipURQ7HqsT5KDbQtZsmpdv0TQgghI5lBDbDduHEjPv3pT+Pqq6/GRz/6Ue+c06dPY/78+fjwhz+McePG4b/9t/+GS5cuDea2CCGEEDKMGFSxcunSJXz5y1/G0qVLveOXL1/GF77wBXzwwQc4fPgw9uzZg7/8y7/E7//+7w/mtkYR5ZwNNEX8SVJKIG25zyOEEEJKY1DdQBs2bAAAdHZ2esdffPFFvPbaa3jzzTcxceJEAMCf/MmfoL29HRs3bsS11147mNsbYQzUFVNuYTq6fgghhAwNVa2z8rd/+7e49dZbrVABgLlz5+LixYv42c9+5l1z8eJFXLhwIfZn5DAQy0Qpa/NZTvKRL9iWEEIIGTqqKlbefvttTJgwIdbX0NCAK6+8Em+//bZ3zebNmzFmzBj7Z/LkyUOx1TLoj+AwIqJQlk9/hYxca8SH7Evem64cQgghtUXZYuWRRx5BJpMp+Ofo0aMl3y+TyaT6crmctx8A1qxZg/fee8/+efPNN8v9CINMf08jLpZtkxQZpT5X3nuW/iP7ks+mJYUQQkhtUXbMyvLly7Fw4cKCc4IgKOle1113Hf7v//2/sb7e3l7867/+a8riYqivr0d9fX1J9yeEEELI8KdssTJu3DiMGzeuIg+/++67sXHjRvzqV7/C9ddfD0AF3dbX1+OOO+6oyDNGBpUqsFaofD4hhBBSmwxqNtDp06dx/vx5nD59GpcvX8bx48cBAB//+MfxkY98BHPmzMHNN9+MxYsX44//+I9x/vx5rFy5El/72tdGQSaQL0YlX9xKqSKlmKhhVVlCCCHDj0EVK3/4h3+InTvd+TTTp08HALz00kvIZrO44oor8Fd/9VdYtmwZfvu3fxsf+tCH0NbWhq1btw7mtmqEfKKk3MMGyxEyFCmEEEKGH5lcLper9iYGwoULFzBmzBgAqwFcVe3t1CC0phBCCKlF/gXAFrz33ntFvSlVTV0mhBBCCCkGDzKsGENpwZDpy+UcVljoXrS8EEIIqU0oVipGf172PqFQiniopLAo5V6MdyGEEFI9KFb6RVJQ9PdlXijzp5YsHrWwB0IIIaMVipV+kXx5D8bLfKgFQi2JI0IIIcTBAFtCCCGE1DS0rIwoBmIdoUWFEEJIbUKxMqKg4CCEEDLyoBuoauQ7PZkQQgghEoqVqjFUVpApoDAihBAynKEbaMioVrYNXUOEEEKGN7SsEEIIIaSmoVgZMk6hPCtHIfcN3TqEEEJGD3QD1SxDVW6fEEIIqW1GqWWFlglCCCFkuDBKxUq1StkTQgghpFxGqVghhBBCyHCBYmVIYIwJIYQQ0l8oVgghhBBS01CsEEIIIaSmoVipCVgSnxBCCMkHxQohhBBCahoWhasJGIBLCCGE5IOWFUIIIYTUNBQrhBBCCKlpKFYIIYQQUtNQrBBCCCGkpqFYIYQQQkhNQ7FCCCGEkJqGYoUQQgghNQ3FCqvHEkIIITUNi8KxIBshhBBS09CyQgghhJCaZpSKFbp9CCGEkOHCKBUrdP0QQgghw4VRKlYIIYQQMlygWCGEEEJITUOxQgghhJCahmKFEEIIITUNxQohhBBCapphXxQul8vpq48B+HU1t0IIIYSQkrkIQL7H8zPsxcr777+vr36/qvsghBBCSPm8//77GDNmTME5mVwpkqaG6evrw5kzZ3DNNdcgk8kUnX/hwgVMnjwZb775Jq699toh2GH1GE2fFeDnHcmMps8KjK7PO5o+K8DPK8nlcnj//fcxceJE1NUVjkoZ9paVuro6NDU1lb3u2muvHRX/oQCj67MC/LwjmdH0WYHR9XlH02cF+HkNxSwqBgbYEkIIIaSmoVghhBBCSE0z6sRKfX091q9fj/r6+mpvZdAZTZ8V4OcdyYymzwqMrs87mj4rwM/bX4Z9gC0hhBBCRjajzrJCCCGEkOEFxQohhBBCahqKFUIIIYTUNBQrhBBCCKlpKFYAXLx4EdOmTUMmk8Hx48ervZ1B495778UNN9yAq666Ctdffz0WL16MM2fOVHtbFSeKIjzwwAO48cYb8aEPfQg33XQT1q9fj0uXLlV7a4PGxo0b8elPfxpXX301PvrRj1Z7OxVn+/btuPHGG3HVVVfhjjvuwP/5P/+n2lsaFA4dOoT58+dj4sSJyGQy2Lt3b7W3NGhs3rwZ//7f/3tcc801GD9+PBYsWIB/+Id/qPa2Bo0dO3bgtttus8XR7r77bjz//PPV3taQsHnzZmQyGXR0dPT7HhQrAFatWoWJEydWexuDzuzZs/E//+f/xD/8wz/gL//yL/H666/jP/2n/1TtbVWcv//7v0dfXx+++93v4tVXX8Xjjz+OP//zP8fatWurvbVB49KlS/jyl7+MpUuXVnsrFecHP/gBOjo6sG7dOhw7dgy/8zu/g3nz5uH06dPV3lrF+eCDD/CpT30KTzzxRLW3MugcPHgQX//613HkyBEcOHAA/+///T/MmTMHH3zwQbW3Nig0NTVhy5YtOHr0KI4ePYrPfOYz+OIXv4hXX3212lsbVH7605/ie9/7Hm677baB3Sg3yvnrv/7r3Cc/+cncq6++mgOQO3bsWLW3NGT88Ic/zGUymdylS5eqvZVB59FHH83deOON1d7GoPP000/nxowZU+1tVJT/8B/+Q+7BBx+M9X3yk5/MrV69uko7GhoA5J599tlqb2PIOHv2bA5A7uDBg9XeypDR0NCQ+4u/+Itqb2PQeP/993Of+MQncgcOHMjNmjUr941vfKPf9xrVlpV33nkHX/va17Br1y5cffXV1d7OkHL+/Hns3r0bn/70p/Fv/s2/qfZ2Bp333nsPY8eOrfY2SJlcunQJP/vZzzBnzpxY/5w5c/DjH/+4Srsig8F7770HAKPi/9PLly9jz549+OCDD3D33XdXezuDxte//nV84QtfwOc+97kB32vUipVcLof29nY8+OCDuPPOO6u9nSHj4Ycfxoc//GE0Njbi9OnT+OEPf1jtLQ06r7/+Ov70T/8UDz74YLW3Qsrk3XffxeXLlzFhwoRY/4QJE/D2229XaVek0uRyOaxYsQKtra249dZbq72dQaO7uxsf+chHUF9fjwcffBDPPvssbr755mpva1DYs2cPXn75ZWzevLki9xtxYuWRRx5BJpMp+Ofo0aP40z/9U1y4cAFr1qyp9pYHRKmf1/AHf/AHOHbsGF588UVcccUV+MpXvoLcMCliXO5nBYAzZ87gnnvuwZe//GX87u/+bpV23j/683lHKplMJvZzLpdL9ZHhy/Lly/HKK6/gf/yP/1HtrQwq/+7f/TscP34cR44cwdKlS7FkyRK89tpr1d5WxXnzzTfxjW98A8888wyuuuqqitxzxJXbf/fdd/Huu+8WnBMEARYuXIh9+/bF/sG7fPkyrrjiCixatAg7d+4c7K1WhFI/r+8/mJ6eHkyePBk//vGPh4UpstzPeubMGcyePRt33XUXOjs7UVc3vLR5f/5uOzs70dHRgd/85jeDvLuh4dKlS7j66qvxv/7X/8KXvvQl2/+Nb3wDx48fx8GDB6u4u8Elk8ng2WefxYIFC6q9lUHl937v97B3714cOnQIN954Y7W3M6R87nOfw0033YTvfve71d5KRdm7dy++9KUv4YorrrB9ly9fRiaTQV1dHS5evBgbK4XfqvQmq824ceMwbty4ovP++3//7/j2t79tfz5z5gzmzp2LH/zgB7jrrrsGc4sVpdTP68Po1IsXL1ZyS4NGOZ/1rbfewuzZs3HHHXfg6aefHnZCBRjY3+1I4corr8Qdd9yBAwcOxMTKgQMH8MUvfrGKOyMDJZfL4fd+7/fw7LPPIgzDUSdUAPUdDJd/f8vhs5/9LLq7u2N9X/3qV/HJT34SDz/8cNlCBRiBYqVUbrjhhtjPH/nIRwAAN910E5qamqqxpUHlJz/5CX7yk5+gtbUVDQ0NOHnyJP7wD/8QN91007CwqpTDmTNnkM1mccMNN2Dr1q349a9/bceuu+66Ku5s8Dh9+jTOnz+P06dP4/Lly7Ze0Mc//nH73/ZwZcWKFVi8eDHuvPNO3H333fje976H06dPj8gYpH/8x3/EL3/5S/vzG2+8gePHj2Ps2LGpf7OGO1//+tfR1dWFH/7wh7jmmmtsDNKYMWPwoQ99qMq7qzxr167FvHnzMHnyZLz//vvYs2cPwjDECy+8UO2tVZxrrrkmFXtkYiX7HZM04NykEcIbb7wxolOXX3nlldzs2bNzY8eOzdXX1+eCIMg9+OCDuZ6enmpvreI8/fTTOQDePyOVJUuWeD/vSy+9VO2tVYQ/+7M/y02ZMiV35ZVX5m6//fYRm9760ksvef8elyxZUu2tVZx8/48+/fTT1d7aoHD//ffb/4Y/9rGP5T772c/mXnzxxWpva8gYaOryiItZIYQQQsjIYvg58gkhhBAyqqBYIYQQQkhNQ7FCCCGEkJqGYoUQQgghNQ3FCiGEEEJqGooVQgghhNQ0FCuEEEIIqWkoVgghhBBS01CsEEIIIaSmoVghhBBCSE1DsUIIIYSQmoZihRBCCCE1zf8Hpwb5CTqIxNwAAAAASUVORK5CYII=", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, + } + ], + "source": [ + "plt.hist(q_e_lost, bins=150, density=True, alpha=0.5, histtype='bar', color=\"darkorange\", label=\"lost\")\n", + "plt.hist(q_e_found, bins=150, density=True, alpha=0.5, histtype='bar', color=\"blue\", label=\"found\")\n", + "plt.xlabel(r\"$E_\\gamma/E_0$\")\n", + "plt.ylabel(\"counts\")\n", + "plt.title('q_e_found')\n", + "plt.legend()\n", + "\n", + "\"\"\"\n", + " we can clearly see that lost electrons are responsible for higher energy \n", + "\"\"\"\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ { "data": { - "image/png": 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", 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"text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -171,19 +221,26 @@ } ], "source": [ - "x = np.random.normal(size=50000)\n", - "y = x * 3 + np.random.normal(size=50000)\n", - " \n", - "# Big bins\n", - "plt.hist2d(x, y, bins=(50, 50), cmap=plt.cm.jet)\n", - "plt.show()\n", - " \n", - "# Small bins\n", - "plt.hist2d(x, y, bins=(300, 300), cmap=plt.cm.jet)\n", - "plt.show()\n", - " \n", - "# If you do not set the same values for X and Y, the bins won't be a square!\n", - "plt.hist2d(x, y, bins=(300, 30), cmap=plt.cm.jet)\n", + "fig, ((ax0, ax1)) = plt.subplots(nrows=1, ncols=2, figsize=(20,6))\n", + "\n", + "ax0.hist2d(e_ph_found, energy_found, bins=200, cmap=plt.cm.jet, range=[[0,50000],[0,50000]])\n", + "ax0.set_xlabel(r\"$E_\\gamma$\")\n", + "ax0.set_ylabel(r\"$E_e$\")\n", + "ax0.set_title(\"found electron energy against photon energy\")\n", + "pcm0 = ax0.pcolormesh([e_ph_found, energy_found])\n", + "plt.colorbar(pcm0,ax=ax0)\n", + "\n", + "ax1.hist2d(e_ph_lost, energy_lost, bins=200, cmap=plt.cm.jet, range=[[0,50000],[0,50000]])\n", + "ax1.set_xlabel(r\"$E_\\gamma$\")\n", + "ax1.set_ylabel(r\"$E_e$\")\n", + "ax1.set_title(\"lost electron energy against photon energy\")\n", + "pcm1 = ax1.pcolormesh([e_ph_lost, energy_lost])\n", + "plt.colorbar(pcm1,ax=ax1)\n", + "\n", + "\"\"\"\n", + "we can see that the lost electrons cover a wider spread in the x direction of the scifi tracker,\n", + "while most of those have low pT \n", + "\"\"\"\n", "plt.show()" ] },