{ "cells": [ { "cell_type": "markdown", "id": "0a139e1a", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Geographical Data\n", "\n", "Today we delve into the fascinating subject of geographical data:\n", "\n", "- What forms it takes.\n", "- How to manipulate it.\n", "- How to plot it." ] }, { "cell_type": "markdown", "id": "bc3634ca", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "## Why Geographical Data?\n", "\n", "Geographical data is ubiquitous in applied economics:\n", "\n", "- Very useful for some types of analysis.\n", "- Important to know how to do some nice visualisations\n", "- Widely accessible as most of it is open data." ] }, { "cell_type": "markdown", "id": "088d4d21", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## What forms it takes\n", "\n", "In general, you'll find two types of geographical data:\n", "\n", "- Vector data:\n", " - Shapefiles.\n", " - GeoJSON.\n", "- raster." ] }, { "cell_type": "markdown", "id": "204cd94d", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "## Vector Data\n", "\n", "Vector data is any of the following data:\n", "\n", "- Points on a map.\n", "- Lines on a map.\n", "- Polygons on a map.\n", "\n", "In python, you manipulate this data with a package named geopandas." ] }, { "cell_type": "markdown", "id": "154ec632", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "### Formats of vector data:\n", "\n", "- Shapefiles:\n", " - Actually several files that compose a shapefile\n", "- GeoJSON\n", "- GeoPackages\n", "\n", "For us they are all the same and you don't really need to learn anything about the specificities of each." ] }, { "cell_type": "markdown", "id": "4d83dfd0", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "We've already encountered vector data in this class for Italy:\n", "\n", "- A shapefile is not contained within only one file:\n", " - You have to keep it stored with a bunch of other files.\n", " \n", "Let's learn by example." ] }, { "cell_type": "code", "execution_count": null, "id": "ae157ce1", "metadata": {}, "outputs": [], "source": [ "!pip install geopandas" ] }, { "cell_type": "code", "execution_count": 4, "id": "eecee197", "metadata": { "scrolled": true, "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "text/html": [ "
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NAMEADM0NAMEPOP_MAXgeometry
0Colonia del SacramentoUruguay21714POINT (-57.83612 -34.46979)
1TrinidadUruguay21093POINT (-56.90100 -33.54400)
2Fray BentosUruguay23279POINT (-58.30400 -33.13900)
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7338KerikeriNew Zealand5856POINT (173.95067 -35.22848)
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7340LehIndia30870POINT (77.57229 34.16156)
7341AmaravatiIndia5800000POINT (80.52432 16.53366)
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" ], "text/plain": [ " NAME ADM0NAME POP_MAX \\\n", "0 Colonia del Sacramento Uruguay 21714 \n", "1 Trinidad Uruguay 21093 \n", "2 Fray Bentos Uruguay 23279 \n", "3 Canelones Uruguay 19698 \n", "4 Florida Uruguay 32234 \n", "... ... ... ... \n", "7337 Cambridge New Zealand 15192 \n", "7338 Kerikeri New Zealand 5856 \n", "7339 Turangi New Zealand 3240 \n", "7340 Leh India 30870 \n", "7341 Amaravati India 5800000 \n", "\n", " geometry \n", "0 POINT (-57.83612 -34.46979) \n", "1 POINT (-56.90100 -33.54400) \n", "2 POINT (-58.30400 -33.13900) \n", "3 POINT (-56.28400 -34.53800) \n", "4 POINT (-56.21500 -34.09900) \n", "... ... \n", "7337 POINT (175.47027 -37.88943) \n", "7338 POINT (173.95067 -35.22848) \n", "7339 POINT (175.81424 -38.98889) \n", "7340 POINT (77.57229 34.16156) \n", "7341 POINT (80.52432 16.53366) \n", "\n", "[7342 rows x 4 columns]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "print(dataset)" ] }, { "cell_type": "code", "execution_count": null, "id": "b392e978", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 3, "id": "6ec9f55c", "metadata": { "slideshow": { "slide_type": "-" } }, "outputs": [], "source": [ "import geopandas as gpd\n", "\n", "dataset = gpd.read_file(\"cities/\")" ] }, { "cell_type": "markdown", "id": "a04334a4", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "We can very easily plot this kind of data, `geopandas` and `matplotlib` take care of everything for us" ] }, { "cell_type": "code", "execution_count": 5, "id": "aefd922a", "metadata": { "scrolled": true, "slideshow": { "slide_type": "-" } }, "outputs": [ { "data": { "image/png": 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wysS2UrUfyY4iGQPaqannNRkrJlqPUPi0tjrfJ7uOWxW8mejMrdosaoVMpk10QzIWn0R/P1Hhg7+Dbul0DZoSEb26dXLEuqODhY9L0lrHx8kNZ9Uo0MaVjsCsRBCOQtFMqRu9Wd3AyVhW0OSvPuypaLxyRUwgmdqfZH5Hvca51Gjl2vVMhNZWa2ESr3NtaJAxPTrL2+TJ8jOvV26/ttadayXe+247P1Xw2W1DZ61BixYuyQQqZwq392miwdCJCkK3pNL7kMw6aYCFj0vSKnyc3HAocGprDdM03kQtLbGiQhU7VATpRqHUXx/PupTIA6gTVsluM9fJVIOczO+o1zgVDVIy2S0U9bjs7qFcE0lOR/Nq54+ip7xc7wp1so6T33KLVXvi9PN4++PEWq3bTjYtlW6fv0S/l657PNE2IBX7kSWxysLHJVmz+KgNCjVN402EAY/qKFDXYaiNhW7EpbMm0XXpiCzZh8HOjJtrnZpT8sHikw5wWoyGhuS240ScI9ke9atiz2nnQe93tOaUlwvR2Rm/LWhvN9bVraM+x6k4R24tOjriCadEsBLJmXgm3P5WvMFgpvYt0fsiFfeRbr9SNWCygYWPS7I2ZQW1iOiECT5AuqBZKpTwIcMGTI3IxxEl3QYGUzp1iyXT6MQbBWaTVIm7VJiA09Gwp2qbqWrAIhEjnqWmxrjf1I4i2yN+IcyDjnjQZ4w+z1bPbyK/SQWV+nyn4vqqliw320xHh6/uR65YU3S/oR53qtpOHU7OQ6K/ma5zlaoBkw0sfFySNeFjZxHRradad7BBxdEyNratrbGjQjXQEeMVqqutRY6T2KBkjz3bFg27EaqTRtzJeXHqHkhHgGOuCExk8mQjG8ouZTbb+x2JCBEOm7OsdPcsvXY0I8bKchrvvm9pic3sshsgJYpOwDoRGPGEqNX1SuVznui2krmHnP4Wika1pIFqzU/VvZwLA4JEwPvNztqZJCx8XJL1SUqdWg3Uqp5ORhvq9vFGbG42b4s2iKk0V6cCuw4n2f2xs0Y5qWVitx/0+jjpNNIRC5UrIz+6fZ04d7sfqegIdNvQDRbU56K7W7qlvF7j2umKRuo6Qatr7USYJIOTEbjVM2FXXE/9TjrFvFOSOW9214luF4VPS0v8diCe8HWyv3YiKpXWZ7frW5HGgQwLH5dkXfjYQRsQXcOje6jsLBXY8Hm98mF1appNV4fo9mFPp0UgVWZ7uo/JNljJ4vQ3sm1pSRS0IDkpuJbINuyeAbwv0C1VXm6sR4WL2vlTiyxNZKC4rQNjtc/q+25dlrqBl9261O2X7L2dDSuHnXCL11babdPO7enk2bP7Pd2949SaZ7XNVLUHaWzjWPi4JKeFD448a2vNo2S8kWjWV7ybNBIxau4ACBEIGNtqbTViLqz2Ix1WICeCwCo4O9Ujl1Q/nE5HepnA6vole16zTSo6xc5O+Sw0N5sFTG2teXCA75eXy2coHJbr0GeGWorQ/RUOS5dyOCwHHH6/fP7C4dh9dpM5Fu+7iXZeTgSU1XrYuWPqPj67qoUvkfssFeLWLfGekUSPw6qYqJM2OB66669eeytrXiKDshxrI1j4uCSnhQ81p9ObF0cOdBRm90DS74RChvUIrRHxGpZEHxir7ySyjs5i4nYE6aTxz5a1w2lHk+rfyGaHkgninT/8HIOtqfsH43tUCytaTEtKzHV5qEin1g5amBCtQ/h/KGSOf4jnEqXo7lUr4WN3HtTPOjuNY4s3yLGyxKrZqbqYrkSetXRafNxanJ185vS3sG1O9llU2/+2NqOquJs2WLVw2lmNsggLH5fktPDRjRImT5YNUzAoR6lqgUNcRy1ih9tBK1FNjfkhsXpArB6MeGZztw+I7oGzMj07GYXavZ/oOunA6jylu4FJZ4eSTazuFRV0H/t8UujQtPWSErPwwW1iuvmkSdJKhJ/Ta0XPa3OzsZ1wWIjGRrleKGQMQIJB65gyek/q3GhOR+JWgyI8B4GAMchCkaJaspxYfHXPY7IWn3Ri9Yw5teqk4jiwba6tdfYsOvlNGhrhZLoaO2Gr3pe5cu3+DxY+Lslp4WNnTqYjBNUioksPdmOeFcK6ccCHy0mNIafHZvd7+B1dHRg3I0kn+5IMTrdpdb5yrIHJG5wEnOJ6auegWmmwQ8JkgHBY/kV3lSqM1IEHWo7o//jM4OtQSG6jszN2IEGfaxQltbX2goPeT+g+QQGGnStuE+OU8LNJk6xjCdPlFk10O/EGXIlsz00b5IRU7IMVTvYNn4Fg0FkpBTthm86aRCmAhY9Lclr4WKE2RPhaV/052RvX6sFUawEhThsNJ6OteN9zYvFx0rCkw7qS6DZzzIScd+B1djp3XCQixRHG6UyebAwmQiFpBamoMO5xALPgQSuOTgzg9jA9HbcRCsnOqKlJPqfBoDlGD4sdolWHBkNjUkIoFDv9Bb130IJA3WrBoLEP+Fu4b3SyVSrO0AqEpGqQoZLoduJlpjm1Ttl9lmzb6ebcOG27ErFeW+2/U0t5HsDCxyV5KXxU0ApEG0QrU2Wq6O6Wo8nW1tiRZiKWjkQfNjfz4cSboTybFh+n6+dx45R28P4vKTHEjBqY7GQbGBeBA4jqakMIoOgJhaRAwPgJKsJp1g4GSDc3y3VpNhcVHzRGD8VKICDXRSHk8Zjdb6qIoc+cGoBdUyOtSeh6w33HWl4Ye9TdbY7/UwspqgHfqXIB0XbDSakDNxYfO4u4nUhxKmBUi5sbF7Lut9I1GCqgQRYLH5fkvfCJRMzVcK1Gn6nuMFPpZlKtV04tPk63rwaBu8nUyLbwKKDGKuWgtcbrNaw0GLyfKCgIAgEZ01Naaraa+HyxVlW8p7CYXXe3sT66gtWBCb0P8Rltb48VOHTx+cz/o+uN1vaiAdg49QX+Fu4TWnjQtYfH09gYa9Gyqgxv18G7uVep6xH3jwoitX3A92kAryqK1AJ6KFTVoq92bYETEaNa3JJ1t6e77U6HlStLsPBxSV4JH93DgQ2SVXGxTO0LdRskAnUxtLXFL/HvxjJCM17o7+lG6lYNlxvBlcoGJE8bprRCzwnt1AGkAErkfsRtUXePKjTsAkbxHsPqzbhuU5PZ6kjdYPSeRNcXCg7VrQYgRGWl2eKD/6PVlbrEaDyQ6nKjwgJjizo7DZGH20ChRtPy0eIzebI5Qw1TsSMRI7aIVuy1GlygOEHRhfsXDhsihbZv1JKtZoyh6MPaSqpbTH2GaLyTlQXIyXOvO55kpnfJxiAn3R6CNMHCxyV5JXzUDjxVpeyTRRUvtHGxmo8JoaMqrH1iVetCd5yqwFAbDZ1FSQ2Qpr+ZKotPKkZ+dtt1m9pfCOA1RNdMICBEfb1ZJKBwCAadnSM8rzQTiy6NjXoLA7p/OjsN4YJuLQyypt9DwYP7jpmZNKi6qSnW7YTHRN/3eo3foN9vbJT7EgoZAdr4GYoYDNiuqTE6PPX3qquNjlxX5JFuFwUGbQtwtnl1QEOfDVWs0WPAdoNOH0Jdkq2tsdeDVtOONxijg0c1bjBeuxXvPkqFxSeTz3aeDqxY+Lgkp4WP+gBQ4ZNt1wtFFS905KD+pQ2nztxqJW5ow0wtWzqhowohVUylwicfD7cjP3o8unOE221tLV4BhJ0r7ShLSuR7FRVSIKgp6XbgPdDaarb4eL2GpQctJLSTVLOi6P9oSVEzwvAvCphw2BAn+B6NLcJj8/vl/uD++f1G7I7629QKjFYaarGiFiwUGJ2dsZYmWuRU94yg2KuvN8cSocUHxU9Liz5wu61NijxqOaK/j646PB4MJqfXQHctraw5dtdfXSeegInXfiUqnBK1LDFCCBY+rsk54UNv7nidei5hNVKyagCoiKPb0Lm60HWAo0L6Hbv6JtgQqVME6MzZOkuTk/NttY7bkV+8edNUi4+dlawQiURkZ6laCHy+WFeV6m5Szw9aE/x+eS9ibR66oFVEDUymwcChkGHJCQSMTh6tK7iOxyOFUEOD3CePRwoPFG24bmOj4erB/QgG5UKDrDHBAF+jdaO72xA2Pp+5YjTGBuF2sYI0Pnco/vC31cw1iupaUl16KH7Q8oLHQe/t1lbjWmLgNRWe1JJDXXtOn0t8PsJhY/tOnhMrYWPVNgthfi9R15FdW6OzTLkl25alFFNwwmf27NkCAEzL0KFDo5/39/eL2bNni9raWhEMBsW4cePEm2++mfDvZEX42N1w8Ub8uYquIbDbf6uZqHWdOG0MaQC3EIaAammJFU1WbiGd+0s3v5ATt5LVcbu1IsW7/jpxFy8uqpBQO0b8i9YB+jkVReqkvDpXEl2/okKu09xsZFgFg3L7KE51Fh78i9YOFDjUWoEWnpYWwz0WDBqCRBV1Vu9R9xZajmpqYsUfun/wueruNoQQWrLUqTZozJTHYxbj+Mzg/uPcf/jb+Byh2MFjpS4x2pmjUGxpkd+lgg9FREmJFJWJWrxVazEdODkRG/iZWkU/3rOJ/+vqMyUKbYeStU7rwiXyuN0oSOFz6KGHio0bN0aXTz75JPr53LlzxYABA8TDDz8sVq1aJc4991xRW1sr+vr6EvqdrAgfuxsun8QOJVFzsc7io1pv0E9vNYVAJGKMKnFETkVTZ6dsrDo79S4wum+qC4k2bk5M605TZN2cR7v1dNkthQx166AVhXZkLS3mjpMuoZDMnLISPNjJ09fY2aLrDO81dCPR+452TiiWamvNFkeabo7iAuvzYGwM/jYeR2mpYQVqbDQqP1PxVlERK478fiOdnt4f+OyhhaixUX63vd0QCl6vUa4CM7/wWaOdZmurXJ9av/A5wnpCKIRozA3GRzU1xQ5A8Lyp2Vo0WDqRZywSkeeBWozpb+ni+1SxgdeKTkrrhMmTzW4+db+cPOvxrMCJkKvhEi4pSOFz+OGHaz/r7+8XNTU1Yu7cudH3du3aJUKhkJg/f35Cv5NzFp9Cws7yofOHU4FB4ziwkVY7d9qoYHwBXYdmdagNBhVFuK3SUsNyRBspJ9fLiaUuUdeZ3f9o5bGKoSpUaP0o1Y1K40XcLmosDBVDWMOHxudgIPGkScaUMNhhYsdKJzTFjkcnztCiEAwaYoRafPDa0qwxFFb4Ohg018KhIgfvD9r50W35/Xq3NN57mOpPiz7iM0tjj1SXoM4yQl1XtMq20wFUom0otWrhs08DsKl7Sh300HaovT32frSbSqSz0/i+WnRRd1y62EDVhZhM35GKrLMcoiCFT3l5uaitrRUjR44U5557rvjggw+EEEJ88MEHAgDEq6++avrOmWeeKS644ALb7e7atUv09vZGl56enswLn2KCjpzULAvqB1fnH+vsNMrtozhS3VH0PSqW0DRPzczqA48NNcY40P2zchvp3EyqeFM7C6cWMN06VmZpbAhragyhlwqTer6C54ZWKMZOlQY5l5U5Ez8ejxADB9qLItW6gpN7okDHrCNqrURLiMdjbAsLJWJmGO2YVVGE9xKKlUBAfq+9XQqOsjLzvGO4rjqFB703aRZbKGQvMHRuVWp5VON4rMQJDlio4EJBZed2SqTT1z2r+BpdhFid2k504TNOXZJ08GU3uKKfY12leG2ErjJ1Kt3ZBeDeohSc8Pn73/8uHnroIfHGG2+If/zjH2LcuHFi6NChYsuWLWLJkiUCAMT69etN32lvbxcTJkyw3a4udoiFTxrBh5v6+AMB2eDiCJo29DgCoyMxIfRxCLq4A10wM36fPvCYOVNdbWwbR9zqhIH0GKhrhQotdYSrmzrBrgHXxQTQOCi1A2prMzpV7ACLKciZQs8duk/ouVEtNxjwq4ubUTtj7OysBJL6Gq0I+D91Z2EsTEODkX6PYoOmfONAgMYwNTWZLVw0bgX3A0We2mnaWR9pXJHaMQsR+9zYbQ+FjzqHoNrJUjeTKvDsBhxWLmcngww6SEGxV13t/FmhAdbUWobVsHUWSOqmw/filc6wKsLY3m5UAk/GpV1g3oaCEz4q27dvF0OHDhW33HJLVPhs2LDBtM6FF14o2uKkrrLFJ0uomVlqY0f9+NT3rmtM7EaeVBjQ2AHVMjNpkvy+GtdQW2uuZkt/C2uzYFYJdrQ4wscMoJIScxq0CrWC4UK/r7P46LZBO97a2uIKclZRxWlTk9FR+f2x1hrMsNLdjz6fWeyoIkgVPLolEJAdK1aURusiinK8l5qazGnvOBhobY2tpKzGqFBLhNcr18dCgvHAe7C11Vz7xkqQ272HzwhmtanT2MRzc+ti1Oh3cV91bmghrDNE6W+rgxQar+TkvlLbEfxNtC6jBZYKK5yAln6Xti0615p6rlDgqsHmxfiMayh44SOEECeffLK46KKLknJ1qeRcOnuhQkflakeiihp0EaC7QA1g1VlNqJhQR4eqm6i01OgUcfRFBQg1u6NZHuOB6LZpXA02hJiejMena1jV+AGayowjOp37jH4f97W52Vw1N953CxW8rigoqCXDKlUdY3TiiRja8dhZiXDB69/YaLZoUPdWe7u8TiiOsL4Pbr+hQZ+aj2JatShgbJGuQ0SLKv6men/Es6hYnWvVGqtaae2+b1dbi/4GFRpW+2c1QLAbDGG8Umurfn2rY0Vo8UorCxwuaBWiYohOxaG67NXfUStbNzUVz3Mdh4IXPrt27RL19fXimmuuiQY333jjjdHPd+/enT/BzcUMDabE0TQ1e6PQwc/RH4+xQVYNhDqioo2lLtZn3DhzB4QNJwbIYuNCM3SoiRpHdig6cLsY+OrzmUd7agOsVp7FUSJak+xGgnZ++kQ7oUJBFcQ00Bnr5OhmLI+3YEdFKzM7sfgAWGeX4X1P9wGtQVQYYWep/p5aU4jeYzrBi8eN58HKYuA0lsYqfiZevAz9vhqvp4oanRiz2qZVwK4uvkn9jIol3XNndS50rjSr+0J3/Wg7pWaX6aChAnTy2CKn4ITPjBkzxOLFi8WHH34oli9fLiZOnCgGDBgg1q5dK4SQ6eyhUEg88sgjYtWqVeJ73/te/qSzFzN0VmgAGetQUmKMkjG1VxU7KIzUCrC0caKxP9RETmMn0BWCnQ7GDKGbCWN/aAXcpiZjfZoxRk3n+Bv4fTT3q+4XtcOlFicc+VNRRNOi8T27Gayp264Y430QPJ/omkKLXXOzEQhtJ0zwfiwpMccMUcuN1YLWJbsJR6kAw06wpcUcZ4afU0sQ1s3B+9auiB6is/jY3RconnWZlPFwGo+jZoVZubGcxKRYDQR0GW24Td150LnXrAYOusEMnSBXXbCAIp1vjVaqtgrspsdCLX6MEKIAhQ/W5fH5fKKurk6cffbZ4j//+U/0cyxgWFNTIwKBgDj++OPFqlWrEv4dFj4ZRrX44ESKnZ3mWAja2HV3m7Mq0JKhNmxqjAJtZNU4Haygq5b9xxm+0Y2E+0PN1igsqquN1GrsnOrrzem+paWGGLIqTIfboL9DO031e/F8/AUWwOgK7IywDg2KBVr0z2pE7mSxcnkFAs4ED620HInI+412gjjCD4VihVZJiVGfx67ztjs38Sw6qutGF/+jA0UTxrvQZ1jnkkvUzZbI8cRzi9PfsrJiOXmGaLydzpKIxStpajsVyDigineMTkRrkVFwwidTsPDJMJGIudPAjKVIxOj41SkGJk82r4+fYeeA69NAaLWRUIug6UacaoOFFX+HDDF3WNQihIJLzU4JBAx3BbUs0GOfNMksduxcKdTiw42fM7CDowG8ra1GJhWOvtW5sVRRQzszny82XshJ3I+6qKN2KjTwmUCrYjwBZWf9c+Km0a1LXbI0viaeAKJuLCpu8Pmoro4tRkh/P9E5rtxg5z62Oj7VwqPuOw6cmpvNQtXnk+0TtWrjdUMLEQ604j3XTl2RRQQLH5ew8MkwkYjZjaDWpsFRIXb2alwMbRzQeqTO/0PdUDQAk/rvMasDLTg64QMQK2hQxGAlXZynqb09tgOkr/G3qNApLzc6X0xfxgwfKqBY6JixClpFwYsCEd2CdMJMzMTzeAw365gx5tnM1YDnykr5nXDYmLiUillaQRkn7YwnfNQRPrVq0kD+tjbzPUPdXqpVQWfZUAPzreJv7DII6TlXXVM6AUOfVRobFQwaU3io7ieEPsOprjcTL+6IuqXV80CFERV21LJIkyPoosZzoVWYXju72CvVWuY0I60IYOHjEhY+GYZabwYP1lc9RUFD62Vg44KNZiQiv4ciipbX7+yMLZao2z42xhhTga4Gj8eY5dtpwKI6HxAd8dEGDt9T3SHNzeaOCY+lGAsSxgM7F3Qh4LXQZUFh/Axaaai1BgUEfh+teKpFp7TUiL+inTh2aiigaIVfO9FjNe2BncuG1shpbjYmQ6XbRUFHBwy0PpadkECx7fPZ33O4j+q8YjhfGZ47WoOI3v8oLHQBx3T7dpYft67ceHE7QsTPEGtrM8cZopsLv0OvEw7u1OuPxS6xvcFpO6wGOLhNv99wibPwEUKw8HENC58M091tDtS0CoCkgkdN+cZRMVp2cIJHOmqi8T9qY4Idp99vNGIej3yNjZGu4bZbWltlA1ZRYTR61dWGNcDvNwc20iUYZItOIlALC1pi8Byr57a62hDN+B66h9rb5bXH6SZoDalg0KjePHiw+bt0UlK7e6KsLFYEqcJC19FbBd5i9h+KHhqv1NhotjZgp6ib50oH3ZbXqx8wUFTLBk0YUBcqMK3i8Kxe68SKEwGjw4nFJ56rjbrycHDS2CjvCbQUqvehrmQCTbSIJ2BohiJN1OA2g4WPW1j4ZBhsMEtKZCeC2U+IXUeADQh2XGolZ8ycQBFCOwG6LewoKypkY40dIHaUVOxYBarq3qffox0y7fR02+IsjcSg2TNoPcAYnupqed5xVnVa2oAGD+tASyBOZYD3RDBonu4Cp1bBatk6IYviSf0M713MFEP3Ga5LBYha04keA05ASq1MdJqNxsbErCLd3eYOG6s/W4mMSMTs7kNBRo8Tr5Nq0aACRN2++lonVlIRvK+2MzTzsqHBcMnhayoEUUirlkG8Fur7qhCyq9ysA0W7zp1Z5LDwcQkLnwxDs6doA4vY+fhpiq+uNg8d1VdWGinq1EWGjRON3cHt6MSKujjJAEJBFW89v98IZGWcQy0+WEkbhS+KDurWpOnidvOZURcrZhpifIyV5U93P9hZCem+40I7ShofhMUX6TQYdDt29yJ1vwjhrJPFhAHVRUzjplCEqfW21M6dWl2t4mWo+HGTTaVmOiUyAafazmDbgM8tDlLwbzhsjrOhMTrxFjrgSXR2d4xHRFHMbYUJFj4uYeGTYTDYsb7eKM/f3h4b66Mz+Xd2movRYTAwjRvABgaDD7u7jWBAmqHS2WkEJw8ebJT8Lykxx29YNWB2i119GABpPWDB4x7VdYAWPSqMsYPWTX9idd5pNV51nfZ2eW+MG2fcF7pq0NQCVFFhzvJBC48qhOh7qmiis8HjumiJsOp8qSBB0YHJA+o8dPGg8UVOxX8oZC9EUmGxwWOi7m3dBJ9W0NpG1PKDwe/4DKNrE69haam87o2NxnWorpbXGgdbujajrMwsKJ2CYhyTH1IZ7F0AsPBxCQufDEMbKzWOxsr6gw87zeLyeGKDBFtaDJdEWZmxDXVCU9ohUssMTiKJUxlUVsrvVlTEtwRZdX7qUugBielOuY1EzIIULTm0o6WjchrnFS82JN7naGFAIYIuHN1EqHg/CmEIcrTgUHcVusuotRFFOFqzcH3MIMR0fABz/BGKMcw4pG5kjE3BfUykLg8eE8bE0d/DVGxdYc14KeLJYmfxsbsPaVIEtjm65Ae0LOsEJtYfU5MlWlqs63Ulevyq+5EtPjGw8HEJC58Mgw0F7SzU0ZCu0aLpvmiOx8aJigrsPMJhc2otfgc7Gd3oGi1PqnjBkSEWT6SdHHVNVFbKER6NB6EjPzWeqRBRXQip7vRoViBdaOo6ZvWhOEABEs/SYOV20U2DQUUs3meqhRCFDbVE0srkAOY4HmrJam2NLW2gsyTib+IggN6b8ZIG8PrYZUDid9DSpM5Fh9Ydu1gcp8UJU2UJEsJ8H6rBwPQZx2OmohevMwpNnYih5wrrQGGbo3NnoshKJOZKHUAV+qDJBSx8XMLCJ0voRlBqUUEa4EjTiLExxoYY64OgQEKXAo6mMZ7H44mt2ePzGUHWGLtQUyMzfdRCZNhYovsBR+QtLfFjetrbs3iyM4gqFpKpyGu1/dZWQwTQDDo81+GwOYaLdhhUDKtxK/g+BkajeMLOE4UFnYeNQu8r1d2kdoY0BR+tklS4qBlCOiuCrjAmBl6rFh/d8aMAoucNU7LVed5QDAweHDtDPS3mqbvOqpCyEjdus7V04O+gS4u6iXQuOHrfqnOoqaIHXZh0AEbvM6tiqE7mzkPXvK5IJpe2iIGFj0tY+GSJSZNiGwds/NUsLJrpgqMqbKho4B82qDiiq642GhAUQhjfo47OMW4IGyd1TjE6+mppMTqC+noj8JR2TsFgrEum0K09OlI5ikeo+4WKUnqPoBuzqclwwWAnqBOmuriVykpznBi9/lbHip0mxoagG04VGHRSWnrP6hYquNTP/H7DGoOB2LSAJ1oZqBsQjxUFH96nVEipM6fbCXvVdeZW3CR6r8QLjMbziqn/TmKb8Dr5fFLgqBZe3fGjYKS/S683vVadnda/rVp50C2KLlKO74mBhY9LWPhkkfZ2o4HGB97vN8cI0PgC7NBwhEktNHReLWoFop0VNrq6NHMsVojbpuuEQmaXFi1kh51Saal9sTJuuFIHzTRSJ4ZES4daNRjFKL1m8RaPx7gX7epCUWjdHDUVvbraEAlqJ42Vv9WYHfU+1XXAOGccrUNEJ9z1+43vYs0rFD6TJ8v16b2LldARXAdrHumKb9JzkkpxY0e8VHga0K1asXTuvJYW45zp3FVWsXtWLiidazIcNp8LmmxhFxvIdXu0sPBxCQufLKOOdH0+s/uBNkBYrwUbf5ryro6wPB7ZiOFoFjtDGixKO0Hs1PD3GhvNHSS+j4Gn2EFgR2WX6WJVpZZJHnotcSoAFMeqlaKpSQoCmiVFq3Xrrp1dPRk7aBB/vHin7m6z6KAiGwU/in606tBihrRT9XgMa5Mak6RaVLHTp2IJBQK6cVpaYjMs1ecSMyZxPcw4S7drxonFB9sGtADifqKLCpMZ6HmiVdzjLWiB1qErXFhdbVxzan2MlynHbYcWFj4uYeGTZXRBfHQkRYOYsSGpqDCEEQ1+RsuP6nsvLzfifbCjoFMMYANP3Rl0hmxs4GhnhH/VUZ2ucB0HJaYeHC1Ti084bMR04bWlsS/UIkILX6KFRnUlqZYPN/un3qc6qPhXLT6YwYWVyqnVgtYdwkGDx2OuQUMrh1tVb6aCAS1W9H6fPNlsTbEKMFc7bzp1RjaFP4o7KkTps6/uMwolJ8LH7tlW24/aWmkxKy+3DoDGtom+Lpb4QBew8HEJC58cABtbtePBWj9+v+EWwwZdNVVjh4YNF6ahYmeIHQcVKNjI4LYwNR6zOehIl85D5GSEhqO7RGqmFDtOO8hIxNxh4bWsrjbHhqnZfGqGD63bo4vJQOGBU1TE2zcU34lm79H9UDu9UEhf18oqe6ihIdZKivetXSetZmBRiw91B6lxQU6EQSqDluPtv13GHt1/mgHY1CSPp7FRfo41m+IdG9aLsvpNdI9iGjq17FlN8dHYaD1tCRMDCx+XsPDJITo7zYKC/k9FCzbMaGLHERw2VrTAYShkjPaxg6Epwhhz0dRkZKvgd7ETw04URRf+Dna4+Bt0dJdso5XtUXI2cNJBqoHA2HmphQdxPRS9qnhAsU3vAbzOuk4dSxnoYi2wU6XC2E0afyQS+7sYSK2LX1GtBFhXqL3dEPD0XkdBptsvteaOzkpFa2KhGw0HK/X18nkYONAsGnCiXSeBz8mQiLii9wa1ZmHdJzoo0ll1y8rM8VZW8TfqsapufRTcav0jxjEsfFzCwifHiESMjqeiwhxnQONzsFYOihVsnCoqZAdEhRCAEeCIMRDUqqR2cFTU0JG3zhpAY38AEi9Jb0UmRsm5hpNOETtfdB3o6rBQC6DaKdH6LjTug65DM/rwHsJ7kQopGviM6wcCRkdGhZJqoWxtNeazqq62LpRHLTxq/Ioq0LC6L3XZ0v/trC/q9tFagb+PHTRO/0GFoupaVpfmZmPbydzXdveHk+kqcB2c4wxdcfi+GhOFbtTKSnm/4Wtddp0TdzbGRtGsOiYpWPi4hIVPDtLdbUw2SV0MkUhsICI2Iih8/H7ztBM+n5HKTi1GOkGDnSD9jMaKhEKxjR61SiUTE6JSjBYfJ9B52XSTWarTVNDzp7o71JgZ3XoogmjKNi3+R2v00EBXnVWBZhjpLErqez6f/YSdWLOK3s+lpYYIpxP2okhUBZhVzA9O84LHjPExdMoLKiLVOkS6xcm0IXbYiSYngg5FID6zKHipZbCpSX8seE9ZHaNTEYNWn1QNkIocFj4uYeGTo9AGwi6osqLCbMVBc78anEk7s2HDYgUQCh002es+x4WmB6vvc5Gx9IKWCKtMOeqOsXLn2GVq0ftEjW3RZQvp5sVC1CkUaFCtbs6ulhazBbKpyRx0TAvxqQIGrS60kjMKNOy0y8vNFYd1wk9nLcNzgBlzqhWrs1OKCpxmg1qg1EGCWwum7rrYZXTRa15SYs7mwwVFHL1fdKLU45FWImo9Uxenz30iE6kycWHh4xIWPjkKNhDqBKY4VxENQFZjEujoGkf32DHQ2i52k4lSN5nXaxTCw5EwNpxqhVVap4NJDl3nhh2T1QjbrkN06kqjE1/abR9dVmhZUa0ZqghTO29671DLkM4VoloKrCwcY8bI9caMMbuo8J6n31fnsFPf11mCdGKJ7nNzs32RyNpa45mOFzBOzxeKOBrj5HQaDJ1gCQT0bkvV3UUXrOjd2BjrZmxttd8PJi2w8HEJC58ch8Ya4GtqyUHoqFdtUGnMBo6adQ0bpszjNtQ5jPB3aOfV3m7ehpvJCBmJem6dxu3Ybc/KnWWF3QztQsQGAdMOWWdRsvr9zk6ztUctdoiBr9StRS0FVgKPBubS/cUaWDqLkXqe44kR1d2G9a/QEof7r5u9Xn1WUFDorCBUhKoCxakrmIpl+txbWQzVEgE4PQ1adNFyph4LD3iyQsEJn1/96ldi7NixorKyUgwePFicddZZ4p133jGtM2XKFAEApuWYY45J6HdY+OQ4apAlNmKVlbJhxRLw1A2GJn3Vt4+dDG2QQyEjBsiNYNHN2m41pQFjj2ptwSkmUMhaBQvbbc/Nd6xiRaggoXE+dhYlq9+knWd7e6zAdxqErO43TiKKtV+sLF6JWsJ056KtLXbKGHpedJW1dQtNWMACoejeC4Xk8YRC9pMYW0GtvziHGbUUq5Y4mu2HApJaf7H+l2rx4Wc+KxSc8GlraxNdXV3izTffFK+99po4/fTTxYgRI8T27duj60yZMkWceuqpYuPGjdFl69atCf0OC58cRx2ZYkeGMTZoYYlEzJVSabVcdEfoRqDJWmd0wgdrr7DlJzHUDgjFAbosqQXEiavDzoKkW9euM6WWRrdBuvRepqUbSkqMexddJvEEji7OR7WIYGVn3fxQTl1FOqhAxVnk0RVNs73QimonetRK1fR9NSYHBSyNWbKy5tH4IzrLPWZyUaFJXXVY8Vqt0xUMGm7u8nLjeqG1jp/1rFBwwkflk08+EQAgXnjhheh7U6ZMEWeddVZS22Xhk0fQhpWKHCwQRuMgcE6hxkbZwKsZHQAyDiJZaFEyXNRsHCZx0G2DVbfVzt6p8HDqxoknimgF8URcZ+pvqAUU1UJ5aPGx2lcrF5Xut3CbgUDs59SaZoXdPuhEFT0+NTuSCiAcgOAcYWpAsa44aEmJeZ4w3J7V3Gm0eKA6Px8Gaqvp+vieao3y+aQFDWOlvF5je/EsPYla05iEKHjh8/777wsAEKtWrYq+N2XKFBEKhcTgwYPFAQccIC688EKxefNm2+3s2rVL9Pb2Rpeenh4WPvkEzeqhDSYGTWJjjg0jjkpx9EgbtvLy1OwTLRKHSyKdMxML7TBofIuus7frXKxiYewEhbqOVSCwm2NSiyp2dpqn1UjUomW1L9Si1NhoXo9+pqZVU2FplfU1ebLR8dfU6I+vtdWwyqJ7EIObMYC4vl6KoMZGo7YOurHxnNC/NJMSBz4oPFRXJBY4RdcW7m84LPcZY8VocgR+j1p8AgEjMw7fo3O8URGny9RKxrLGxKWghU9/f78444wzxHHHHWd6//777xdPPfWUWLVqlXjiiSfE4YcfLg499FCxa9cuy23Nnj1bqHFBLHzyCHQ5YNAxHcnRyst0ziO1Yio2VHaj3UTATmLgQKNBF4IbvVQRz2qTyHmOt64uIFl1mcXDiRCjQdHYiWNsCxXNTqYvwP2jFYCp9ZP+ViRibWWi50ed3kP9HGcxV7OZ8FlA4YHbV2P1Jk82D1zoM4rTzITDUgRRqw8d6KgxUfh7+D4eA65L09dramJdcjSzDn8Hiy/SwRS17NLXVAQ6uReYpClo4XPJJZeIhoYG0dPTY7vehg0bhM/nEw8//LDlOmzxyXPUjonGXlCLDjZSwaC0BGEaajKBzPH2x23mCWOgc2XFO4+JnOd4rjLVHUXfT5W4UvcZBUBtbex3aTyN1fZop49CQ60hREUjbg/Xr683LKXxzg/9XFffiFp8cFZ5nE0eqzzjd+jcZlhyIhyWz2l1tX4CYJp1qT5rajYc7itamLAEBg1OV8UXHldjo9F20G2ok9/ShVPaM07BCp9p06aJYcOGiQ8//NDR+l/72tfE3LlzHW+fY3zyEDUItq3NMD2jebu93TBDYyOK1qHGxtQUEYtEjJGvx2NMqhoOc4Eyt1CLQ2mpOXg2HokIICuB48QVlsr9EMJapOC2nFp88P62qyJMhYta3yYYTGy/8Vqh4EfrSSBgjvGprTW7i6xEHLW0WC1YVVnN1NMJNfyMlrPA/UEBhFOFYOFTtAipwgYHUqGQUTmcfp7KwRTjmIITPv39/eLSSy8VdXV14r333nP0nS1btohAICC6E+h08l74FKtVQR0Z00DRkhJzw4vzLKmNmc40neg+WDXQ6EorxmuTDGpHhp1zQ0P87yZildG5tDKN02c31evR9ekEv83Niblm6fQhdJoYdDWhiwlr5uhmmKdWvbY2YyBh9UzRbC4q9nDqDrrvKG5p1WZqRfL7zfN2oXtNdWl5PEZ2GE2pp1YzdmdnhYITPhdffLEIhUJi8eLFpnT1nTt3CiGE2LZtm5gxY4ZYunSpWLNmjVi0aJFobW0V9fX1oq+vz/Hv5L3wmTzZaAyKqaPVNfLd3eYARGqN0TWkzc32v4FzhqGJXNf4YcNbWhpbs4TOmaSO2ItVsFphdT4SKfHvpuNPlQvNDU6FGnbgdJ6sVGEX1B0P3H8sjoj3fFOTvF7NzWZ3EbXK0Ck4aDyOWh8I3Vto3aXboUkFlZWx9wn9DXxOrdoCmnlGZ2gHMGoiqWDcT3MzP8dZouCEjy4AGQBEV1eXEEKInTt3igkTJojBgwcLn88nRowYIaZMmSLWrVuX0O/kvfCJRIxGh85rVazgyK6iQp9tRRs+OqmkDnX0ie602lpjHd2oFRt89bfRHK4GtzJ6EZAq4eF2O1bCJNP7RS0zyVQxTsW+6L6juod8PrMbLRAwXNA08BjbLDpfFg4urAZxdD9pnR/V4oPnDN1iaowOXWgxSRykqIMcJicpOOGTKfJe+AhhjIppEGGxFtVCF5fVyE5drOqAUOsRdZmhgFHRxWao9UlwxE6tQdhRFHuMgO78pcoVpVZFdrtPSCqy9ZxYslRRjXPF0bpGqdqfZLaB+6kWHPT75XuYmYXTWuiCr9HSg4MNOrhQ9xNFEm4X3XSYuIA1ilBs0WknaP0vfJYx3snNPcJkFRY+LikI4UNxkgVSyEQiseXk4y20oBwGPtL5fVCkqPVQKGrH0dkpBY3XK60/1dVGIKXVfpSVOUtfLgZoB+e0do6VUIknfFLtInMCWjwwk8sqKFc3jUWuWHxU6Pxj1IJC3Unq3HcIHlu8woBUEKOYKSvTW3VLSsxWW3zOsVI0lp1I1fEzGYeFj0sKTvg4yQIpdNRpJCoqrEvne71GcCeN0QmHY2sF2U1EqDacao0PFDTYIFuJH7qfTifjLCTw/qVWy0RiYdy4plJh7Uj0OtF6N6Wlxqzm6OLBauNU+NhlMOUCGG9I728chFALJ72v1evt5NissrX8/tjnvLHRKDiIdbto+QC6PbfXsJhiK3MMFj4uKTjhw5hnjMaRppXQaGyMzfZCMdTUJMUOtfg4Ra1B0tBgWB5083upI1daUC2fxaybgFm0WKJrMBGLj1XWUCLfSwQqmpKJk8HSC1hJ2U7g4H1kNau5HYkEiycK7jdaNvG5o5WpVXcXxte4sVB3d5uf3fp6GYhM36NBy5WVxnQ2VAy5Fb40Tonj9bICCx+XsPApYLAhVoWGao3xeGTDhTEDfr98T53UNBx23rHhVAQej7Qk0RottFgbje2hHTDt9GjafL4VSUs0xbylxciko3EYauZRvAJ6kyeb3WXxrpnbzo+KnWQsR+3t5lnV7UDhgx16vFR/uo/YWTspD+AWncDH4GfqQqbzbrkRnarFh1qYrJ51APlc0yw0WvE6EfCaTZrEFp8skXbhs3r1anHVVVeJ8847Lzof1tNPPy3efPNNt5vMCVj4FAHorsLigl5vbANZXm40ZOPGyQZaTU+vrzcmPsxkLE4kYoiwQCC/GthErCDoCkRrj876Red8ws9pDAwVOqoQstuXbMbJ0LRrup94jzU3m2Nj8HOctFPteNWgaHoO0mnxQTCbsrJSWk1RoOG+qs+d231RCzA6XYYMkfuFliG38ZB04tpsPJMcl5Re4bN48WJRVlYmTj75ZOH3+8UHH3wghBDixhtvFN/5znfcbDJnYOFTZGBjQQsclpQY6atOG894VWhTTXe30YHkY+ZJvEaapieHQkanj0XwMP4F415oADpm5qmdOlrQcESvzlmVyk4jme3hfVdSYlj6SkqMzCS859QyCtRNhPVw8N5GgU5TxTPVQVJBQmvjqBaZUCi5fVKnvKDWJLtnFy1NFRXJVVqnGWJNTe6Pwy2pyObLc9IqfFpaWsQtt9wihBCisrIyKnz+/e9/i7q6OjebzBlY+BQpurgOWv3ZbsGOGTvfTNX6QLFmlfGSy8RrpKk7z+83rBUofrBIpzpdAXZ2LS36Inj0eygEcLtoOVItJVbzhNmJG6vMMSeCD60P+H16zDhhp9q5qnPUYbVyOv+UruZPJkBBQt2V6HJCK2p1der3CYXvuHH2z6+u1IUbYUitjj5f5i0wbPFJr/CpqKiIzpVFhc+aNWtEIBBws8mcgYUPY6K7Oza2R9dwYueYyREXxjTgjNH51OA5EQB0Jm6PR3acKGSwGB2KF7TQ4agbg2arq82xJRhkXlpqnj4BC9pR0dTaahYOWNoAv6ebtR2FElqmWlvNx2mXaUYrFKN1BMULChYqcFDwUsFHF/xOLpREoPuI14BmTsYrHuoGPNe6uB68p/DeoDFGWGAxUUuqWinebb0oN7DoEUKkWfjU19eLJUuWCCHMwueRRx4R+++/v5tN5gwsfBgtnZ2xmVl0CQbjV5l1gtOMItqR1NQUpolbl31XWirfb242u6vQZYKCJl7tJuzkqqvN80rRuZkwyJYWwURBQ61OaOHDjq6mxnAnqe40qywzmr2mznFFLUw4H5VazwfnlUK3DmaDxSNTHaZuH1URkur7l1ryrO6DysrY6u1437mxpFL3KopUq6KoqYTdXEKINAufn/3sZ+K4444TGzduFAMGDBDvv/++eOmll8T+++8vOrE2Qp7CwoexBV0RusaUzjrtpBHSiRwaa2T3fTcF/fINqzR/er4xVRo708pK+6KQuKBFiAbbYro8ChCMk2lpkeuHQtKiFA7L7+FElnid8LvUymOX5UUtAmoGH41FwutKt68KKJwWZdIkfbCyVUp8pjpMPD48116vMZDAVHy3A4V4NZnwmseL9cH7Av+PN3efk+PFezPdMVVs8RFCpFn47NmzR0yePFl4vV7h8XiEz+cTXq9X/Pd//7f46quvXO1wrsDCh3EEplrTRrOx0ZnFBzsqKp4aG+UoHU3/fr9sONvbjUBe/F4gIN/Ptvsi3TiJsVItO1j4jloShgwxr0MrYlORhIICOz+cp8nKYqBOEmolLhC1c9K5Kp0KJfo/dbEEAsb3qfUBt4UWK7UIYjruIXXbaNXyemMzJK2mpIhHPOFGkwDw3kBBrbu36P3kdp+EMNqGkhJ5TTBDj0krGanjs3r1avHggw+KBx54QLz33nvJbCpnYOHDJIRaHh8gvk9fV28EF59PNr7q6NTnM3fSgUBmYwiyhZMYKypSsMPH86dzeQUC5vmbUMBgxhN+NxyW1yoclqUL6KSbeI10I3mnRQypawzXp99Vs9JoZWAqYGj2YWOj8X1ao4dmL2bqnlFFSSQSO9EvLm6zoOIJN7ugdd2+oIAMBp0nKej2QbU6JpOmzziGCxi6hIUPkxB0RElN6mihwQJ8tDAhHe2WlRkWBpwqI14njx1csUykGIlY12jB+ZyolQ0tPoGAUUMGQLrBVEGJKeNCmCsHe72GO4zG3eisA9hJ6iw+dhYJ/JzO/K2z0qAoQ0tFMGiIru5us/UQi2DSgG+6b5mcZVwnCKyqpqcrDsYuzkY38bDd/HtW6K4xFez4TOdj9mWe4bT/9gghBDjgiiuucLIaAADceuutjtfNNfr6+iAUCkFvby9UVVVle3eYfGDFCoBJkwDWrzfeKy0FGDwYYONG472aGoCRIwFeflk2s0gwCLBrF4DXC9Dfb7zv8ZjXo+/7fAB79wKMGAEwZw7As88CdHQAjB2b6qPLDVasAPjGNwD27DHOCz1fpaUA+/YBTJggXz/3nPx/8mSAmTMBGhoAQiH5Pj2nXi/AMccAbNgAUFsLEIkABAIAO3fKz6urAY46Sl7bN980viMEwH77AWzdKt8LBABOOAFg4UKAc86R12LePIDRowG6uuQ1uuAC8/HMmmW8xu8BADzwAMCwYQA/+AHA738vj/mzz8z7XV4OcNdd8rrfd5/xmccj74n16wFOOgkgHAZoawO4+mqAjz+W212/Xv7Wvfem5NIkxMCBAL29xuvGRrk/u3bJ5+PJJ1N7D19zjVyEAGhtBVi61Pz5sccCLFsm/w8EAF56KfHfX7FCXmv1+VuwAOCKK4xrV1sr7zMmbTjuv50qqRNOOMG0DBgwQJSXl4sjjzxSHHnkkaKiokJUVVWJ8ePHJ6nZsgtbfBjX0NgSmkKLmUjqKLeiwjoQFwN3GxpkPE9NjRyNUssDVohNZCqGfAbjJtTzoLq8qFVj8mQj+6qzU14jtLg1NhruLXpOm5uN69XUZFhxMBB63DijsjcNwKYZWGgFsAp0p0G36hQcmCaPRTHxuPCewr80KLqlJXZiT8wow9R/Oulptu4T6ubFrDl6/VJpvaRFHfE51MVdpStWjh6b12u2+tqRiWraBUpaXV233HKLOOOMM8Rnn30Wfe+zzz4TZ511lrj55pvdbDJnYOHDuAZdWyhaaLYQdtqYih0Oy7+02isuNTXWbpJIxDw7PO0sM5E9kk3wnKidpbrQ4nitrYbLAevioKgpLY0NslVjPcJhc/xNSYkhlDBuA4UHFR3q+7oO16rWD3WZYaesO2a8T6ygMUFqzaFsEYnI48VpXtrbzceUSncQil7VNdrampkMK5r8QCdjjUcm5k9TSUWQew5klqVV+NTV1Wnn5Fq1apWoTSYSPgdg4cOkDF1Nj2BQBsraddzYOGIArloigloFsCOjsUZer/yNZMrv5zKRSGzQMgoVNWYDhYWVhSjeEgpJceT3y04arTAlJbGB0TRrSlfgUHcc1DJjV1WZCl5cdMUT6XedBllnE2qRSYfFRy1OmarfscvgU2OzMM7PqfDJhsUnFWUNcqCWUFqFT2VlpVi4cGHM+wsXLhSVlZVuNpkzsPBh0oJqdleXkpLYui12Iz9dqrDVttHVVl1dOCKIuky8Xr3lDIVPU5P15wBS1DQ1WVf4peupVhT8rKlJvsYaT1jjh7rc1L947XCbGKRs1TlSq099vblzVEWOnbUpl+jsNLu+kt1XnSCJRGItP26DqVWxqpYHoOvQZzPXXdFs8YnP97//fTFixAjx4IMPip6eHtHT0yMefPBBMXLkSHHBBRe42uFcgYUPkza6u63TeVHg0EYjkZEfzXzCWim638hzi2wU7NzRjeX3S3GH4kW1CKkWH8y0o8LArswACkiMCUL3Ja354/UaMUIYh4RWIuz4aNwPnYYCq0fTgoZqJ0LjUXQVofF4nBbBzAROOsNUWjhobBUVG3g/YIaex6MXInb7Sy2teO3QmmTnossBQVAspFX47NixQ1x88cUiEAgIr9crvF6v8Pv94uKLLxbbt293tcO5AgsfJm1EItY1aYLB+K4Lu+2qlX5xYsjGRmOOK+ygC6kBpinoVEDipLGY3o21b5qarK0geM6t4n4AjEKT2ImikG1s1NcOwuuKs4brgo/p3GOhkCHirGK2qACiYhrjkdAKQWsbZYtMuz+oxYfOcj9unHkw4PfrrWt2+6uz3OTzRMEFSEbq+Gzfvl28/vrr4rXXXst7wYOw8GHSAo4WaSeK1olQKNb64DQ+g25XN98RjTco1Lo/qXbtYKdJJ0mlHSYKGfxNLEJI44Lwf6zK3NpqLqSnipe2tlh3HIpk1S1D7w3q4qyokKIMp63ACU6zafXJprWDuriCQXOsD7WuOdlfq+yvYigimkcUdQHD3/3ud2LkyJEiEAiIMWPGiBdffNHxd1n4MCmHZl3RSRp9vli3Bf1OvCJ4dLvq9Am67eiq2DLWdHcb1hu8ZvX15tgRVbxg4UC0Llm5n6j1AF1damA2WulQ0Oqyvbq7jSwpOtM4nXm+mK81JhLU18eWjnAS86bG9OiewWI/xzlEWoXPCSecIMaPH2+5ZJP7779f+Hw+cffdd4u33npLXHbZZaKiokJ89NFHjr7PwodJKZGI4YrQ1fNRLTpWsR26xjXRoEldNhgTCz3fatxPKGQIHjoBJQ2mRYGJVgUUm9QihS46nAjVbmLVUCg2JV1nEcQsQPweWyHMpR+6u42JUXHRuX51sVR2GXfxKDZxlMXjTavwufzyy03LpZdeKr7xjW+IUCgkpk+f7mqHU8XRRx8tLrroItN7Bx10kJg5c6aj77PwYVKGzr1FF10dlkRiItw0MMXWCCeKKg7ViWgrK82FBcvLzYHLap2hmhpDIKF7DK8Bfq+zM35GWU2NUYSQTkFBhRYtaJjt2J5cgcbg4LlpbjbH++jcwyhY45UYcPIZfaaLoThhFtPas+Lqmj17tpgxY0YqN5kQu3fvFiUlJeKRRx4xvT99+nRx/PHHa7+za9cu0dvbG116enpY+DCxuBEM2AGqE5k2NcnOUNf4qb+TSqGi6xRZCJmhgqS7O9YSg65KnAesudkoWEndT1jIEkUKiiU6uzpeBztrDy7UDaZmfXGArTV4ntrbjQloUYCgFU699zExIF6hQ7v4HqsYvWwUJ8w0hWrxseL9998XgwYNSuUmE2L9+vUCAMSSJUtM719//fVi9OjR2u/Mnj1bAEDMwsKHiUJjaRJxK6Fbi44uBw9OLCBSN3pya+mhnS9+Hztdv995Sf1CRh2p00rNgYART4PWF3o+1aBjq3RzNRU90eKKmK2FLhhdLRnGDAaKe73x73GnFgudNYm6MnWWHd37Vq5uHpQkTFaEz4IFC7JauRmFz9KlS03vX3fddeLAAw/UfoctPkxcsANEt4YTE67VtArYaTntqHSNn5OGWR3R4jGEQrKjnTRJX1CRY38MsJPCudKqq40AdYzfwfPZ2Wnu1OyC01U3FT3/GExNqzSrNZmo1YjGGXEHaU1zszlGy05g2GV20ffpc0zdY6rwjYeVYHbrMipiwZRW4fPtb3/btEyaNEkcc8wxoqSkRHSq5fUziBtXlwrH+DAx0Gwapw2KlfBpbDS7Qej2rRpa9Xd12T1qMLQa5IrfwbRrasXAgM9QyCi819lpBPeGw+mf3ygXoW4v7DhpLE55uSFQysudZf6omWC6yWvDYXkd6HnHVOxg0Lh3OEvPOWrslppV52TKENWyRq9rd7e8XhhEnYj4SNTiEy9OyE5oFzhpFT5TpkwRU6dOjS4//OEPxS9+8Qvx7LPPutrZVHL00UeLiy++2PTewQcfzMHNTGbBzkrNIsFaOtTdZJVphQ2YWukXGzAcZQIYxfFw8XoNSwF2lJj5g4UN0SKEHQCtc4LZRnTfQyHr2KRChLo41eKE+F5rq+HyclJSgF4zJ7E9WDAR07JLS41pONBFxi4uZ1DRSScRxklirYSrEPI9vCbBYKyril7LeBYaJwHodmKFxgnp1lPfy2KwcaYp2jo+mM5+zz33iLfeektcfvnloqKiQqxdu9bR91n4MClBjd3weKTVQK3BQmOHVAuOavHBei/Y4EUihpCiggq3gZYlNetIDeBV431op+v3x7paUjGnUr5AY6OwOCCej5IS8+SltJ4SPa9qvA9aiZqaYiceRXFj5eZSXWKBQPLXoogsAqbBBLWIChE/S6utzXimaXAyFUU4n5vdtlS3mN1+6qxQ1OLjRNS4sVjnKWkVPqNGjRJbtmyJef/zzz8Xo0aNcrPJlPK73/1ONDQ0CL/fL8aMGSNeeOEFx99l4cOkBLX+i66RQ4sKuiriNYg665CV20ttONVJG7HDpZlA3d36TlaXal1M7hV6jnWByMGgPM9UxKAQKi83hBF2iCgw0Xqmnmu0vKHrEQsS4m/7/UawbmNj8sdXRBaBmOeFunadYBWcTK89DlKs4vgSsfjYWaHU/YnnMleD6gtQBKVV+Hg8HrF58+aY9zdt2iT8fr+bTeYMLHyYlKCO5CsqpMWHNnZq45ioCdwuKDNew4adbzhs7gh0HTvOXaW67ah7rcAaUC0Y56MK2sZGY24sdHnp5hBraTEEEZ7ncNg8NUZrqyGaQyEjgBpT5tW6UDU1yR9XgXaCjqDzriXjxlXjrVI1lUW8a4ODp1BIimFM16ffVydWxW3SulAFQlqEz+OPPy4ef/xx4fF4xIIFC6KvH3/8cfHII4+ISy+91DJtPF9g4cOkBLXwHV10ReiQRDoh6rLSZQ/ZgSPF5majwaa1YiorpWUBg2xp46oKIjuTfSGhm2AW46TQdUWFZ2ur2VXl8xluTdUiGAgYc7bh/F+qeMaZ3+k2C6jTygqdnUagP4p7Glze0mJYS+1cRU4zw1KNGocXCJgHImobQfcXRV8B1RRKi/DxeDzC4/EIr9cb/R8Xv98vRo8eLZ588smkdjzbsPBhUoKaWUUtBDhS11lnEvXZU9eX08aWfh8tP1hUEWcvR7M4bp/OOI4dL/71eJy7CvKZzk55TkpKhBgyRAqZ5mZDqFA3I77X1GQWKlitG889nnd6f1D3ZFtb7DbwHvL5sn1GCoNIxHx/Wy0eT6xFJdugdam52Si66DSjqwCrSKfV1TVy5Ejx6aefutqxXCerwqeYTc6FiFVMSEmJ4R7BTi4R33ui6+u+j3WJ0AKhxhKoAZF0AkysAURHyhUVSZ2qvAFdTfTYMSuIClc8X62t5vsAXR/qNaSuR9V1SINnMe4H/+e2IjVgtWbqdrRaGhsNN68uCUFnGUpV2+4kADtR13Om+500/l7RZnUlS1aFTzEFGRYLkYh5tF5ZacRtYMeYiMvLbeOmbkOtRB1vZFhdLS0MmN2EQdh0NFwMUNcIWgkwQJxeG2oFop9hh0nLC+B8XbQgIdaEQVcLCiO87jzZbHrA69TUJJ/ReEKIDlwwc1JXSTtVbbtdjR6a0JBIG2G3zXSQxn7Oaf9dCg65/fbb4cc//jEEg0G4/fbbbdedPn26080ylI4O818m/xk7FuDQQwFWrZKvsckEAPB4AKqq5Dr33mv+3rx5AA88ALBkCcBDDxnvbd0K8PzzAMOGGeuuWCE/6+iQ27J6j+7TQw8BzJplfk/dB9zGokUAW7YA1NYC+P0APT1y3/v7jXX339/d+ck33ntP/g2HAbZvl/9/9JFxrp5/HmDIEICGBoAJEwCuu06uM3as/M5zzxnfv/degLo6gI0bAX7/e4DDDgPYtAkgEJDXGUD+3X9/gCeeMF/POXMArr4aoK0ts8df6IwdC/DMM+b3FiyQ53rCBIC//AVg1y75HOzZIz/H9nr0aICuLvlMb9oE0NsLcP758vNUte3qdubNA/jb38zvbd0q7zNsZ9TjSWSbapuQCnKhn3OqpEaOHBlNYR85cqTlkgvp7MnAMT5MyolEjJRwtBY0N8c3WWMNHpoq3dQUa63RjaCcZJXES7lFq0JTk5GWjdYMDGzGYO1icbng+cYK2DTuA88ZrafU0mK23LS0SEsCVvil8z3h9QiHjQw6rAujBs7y/FzZwa4mjlpCIl4qeir3R7UWqxbCRCw48dxpORyOwa4ul7DwYdKCbmqCpiZ9A6JrQGkWka4WjGrajjdjdyRiFD20ml0a011bWswmfJptpFaxLQYwYwtdXfQcRCJG4Ug1sw9jqWisF63xgynwXq8hkPx+KZKt7gfqZsvhDqkoyFZmV7x9SaVrKcfDMZz23143VqI5c+bAzp07Y97/8ssvYc6cOUlZoBimIDn44Nj33nxTmpVV2toABg+WpvKODukuaW2V7pGRI+U6hx0m/27cCPDss/KzhQuN7YVC0h0VCun3Z9YsgM2bAYYONdwxK1ZI0/yKFfJ3hw8H2L1bbqe+HqC8XHa3vb1y/ZoagH/9C+CCC1yflrzkJz8BWLYMoKxMvt61C2DmTIBTT5Wv998f4NNP5blvaZF/0UUIANDcLP/u2wdw990A69bJa/jss/J8Dx0qz/m2bdKd8v77AOecI7+DLojaWvP1RfeE7n4CMF9bJj2guxhdy+prHQsWyGd6wYL07UtHh7x/UuFaSuW2sokbVeX1erUFDLds2SK8Xq+bTeYMbPFh0kIkos/uCodlYCsdGeoqOKvuDXSHoYvEaiJTu8JnugDMkpLYaRfQZE+tVsU8Gzha2/x+85xZdP419Xqq9ZbUqShoXSe8NjSLCFPgaSA0Xns1OF33fybcLkziUMttIrCFT0vaKzd/8sknMe8vXLhQVFdXu9lkzpB14cM3dOHS3q7PDMEpCawqOGPsCK0Fo4qSRDs0q9gA/B066WZnp/wf45SKaa4uHdQlhXFQdIJSNQ4EM7dQ3OC1pRlDVIB2dkpRhfFgKKjU7CE6/xqFuiNQdNXUFE+F7XwC3aHhcOIlKVjIxpAW4TNw4EAxaNAg4fV6o//jUlVVJbxer7jkkkuS2vFsk3XhY1VpkykMaHwGHdVjXRbaeba2GmnNOFdTOGyedBSnQXATZ2MlftrajOBdDF6mIq0YihXagdempsaw1ukmJUVRFAzK69faap4+oKXFEJO06rM6LYXPZ1h5dKnw6rWn11WNGyqwgnV5j660hNPv8QA5hrQInz//+c+iq6tLeDwecdttt4k///nP0eWvf/2rWLp0aVI7nQtkXfhwjY7CBoNfaWFD1e0RDsdWksWCgdj50Xmy1BnbMbjWqoOjWWNYl4cG52Kn3NoaO5WFap0oJtDVhAUEAYxnlAak4/lX59aiorWtTV53vPYoblHY1NTEFojE76LwaW21z8pDiyBafHQzizOZR62YnI9tfo4Kr7S6uhYvXiz27NnjasdynawLHyFy9qZiUgi16DQ3yxF/OGxOE8eludlsUcAYEIzxwKJ3DQ3mTKLa2thYD+xUVdGFnaEaXxSJxFafbm7O5pnLHihi8JwFArExVXht6PmjpQjo9cDz6vUac6ahiOnuNs8N5vEYnSP+DQSshQ/uBwpkvEcKbFLKvATvIypAk23zM91nJONqS+O+ZiydfefOnaK3t9e05DM5IXyY4kGdPkK1/mBwK6ZHt7cb62Cdn9pa8/8Yh4Np6Gp8iFpxGYN0MS2+sVF+v71dfq+pybw/qZgRPB/BkTpO2dHebri8VItZvNICVBChxae6Wq6jc3dhXBW1KOncI9ip0MrR7D7PDlYdfDrmyKLlJzIhbJMRLzlQudmV8NmxY4e49NJLxeDBg4XX641Z8pmiEz5sXcoutOgdujZ04keNC8KJQVEw0akSdJk+OO0Bzjqt/gZaFEpLjZgedK/hdBVo5Sh2iwFaU+jkojj5qG7OJpyJHWe7RxGLQpVa4NAyhLE5VPyiRY/W9NEFp6NLlF57nMCSn/P04zaTLl5brN5f6rVHC2KiGWJuSbTvwPuwuTltgfZpFT6XXHKJOPjgg8WDDz4oysrKxJ/+9Cdx7bXXimHDhon//d//dbXDuUJWhE82xQdnB2QfnfixEkAofEKh2PRzdX4oCrqwcBuqS40WQmxslJ10fX2sm6u1NdNnJ/egrsbqauO8qFlXGB/V0mIWMWjBwca/s9MIgMZgZpq2jq4q1X2polp2rNxvTHpRC5DqLHJW18+uLVbvL7V0QnNzZl3RifYd1IqZpvswrcJn+PDhYtGiRUIIIQYMGCDef/99IYQQCxYsEKeddpqbTeYMWRE+uhsoU2KILT65ARU/waAc9be06MUPZlapI0t0neiqNasxRTR4GjN+0JWi/h5WEC7mwGaKrk5OZ6eRgYeZXihEMdC5psZwI+I0F0IYoqaiQgokrJdExZET94hqEcD7ItFJK5nkcCtudG5S3XZ1GYR4vdFtmolr7dbik0bLY1qFT0VFhVi7dq0QQoj6+nrx8ssvCyGE+PDDD0VFRYWbTeYMOWPxYUtM8UHjPkIh2WnW18dmVeGoTk1vplk+ukYU7ynqWqHbptMwqMIHG1TuOM3geaaWMbXoJFpq8NyphQjx/OK8XHQGeAyCdXLeVSHsJn09HfEnhU4iAiDeuokOgnWlC/C+KcJA9rQKn+bmZrF48WIhhBCnnHKKmDFjhhBCiNtuu03U1dW52WTOkHHhY3VTu7HEsPUm/0HXic9nWH+8XmkNwEKH2Emq7gvaaanZWULIDjUQMBfOowJIdWvhfmB8T6ZiB/IJ6kIMBGJHszgKp4HGmGKu1kfCc4x1XWjQupMBkOpiUUsdWEFFMgo1TnmPDz5vNIkgWewGwTrLHb12eL1ra42MwGKaQFikWfjceuut4rbbbhNCCPHPf/5TlJWVCb/fL7xer/jNb37jZpM5Q8aFTyotO2wlyn8wgwqDWb1eaWlB8YEdZGOjuZ4PNXvjjOChkLkjpsG4doHTuqUYJyONB8ZVlJTIc60rJEgDzqnrCa8tpqQ3NRmdKM3OcWqBiURi6zfR4oV2bQIVyVzk0BoqMqh1xS7uKlW/axWrRa8djSlCq2G8a19gZHR29o8++kg8/PDD4sUXXxQ/+MEPUrFJE2vWrBE//OEPxciRI0UwGBT777+/uPrqq8Xu3btN6wFAzHLXXXcl9Fs5Y/HJ9raY7EAzgDBWxGpmdzVtGbO86PrUPaXOFp7IwrE9ZlS3Ap4j+gyqAxEao0ErP7e1yetZWytT5KlYcTqY0dVfQnEVz+URL7aEkdBzjOcWy0Zk4rxhnB6WT1CFtWolSlcJgxzuZzIqfJDXXnstLensTz/9tJg6dap49tlnxQcffCAef/xxMWTIkKiLDQEA0dXVJTZu3Bhddu7cmdBvFV06O5M7dHeb3U3YYaG1R7XAoFnb45ECR+eqojEnkya5Ez3FPjeXDsxQCQSM60Mzu9SMGwp1f6G4oddcl5kV7/yrFh9aHyqfKgLnMqrFRw0gT4UYSCQGyM4FRi2FqY7bymHPQkEJHx2//vWvxahRo0zvAYB49NFHk9ouCx8ma2Bn6vcbsT1qjRcUIjiSV6dFoDEjXq8Qw4YZDbWdK4supaVGDFFFBbs9dNDOhM50rwabqh0ODWBHa1xnpzznPp9RNBJFT7zpRyi6jlBX84VJHW5r9liRSNZXPBcYbocWNS1wz0LBC5+rrrpKHHXUUab3AEDU19eLcDgsxo4dK+666y6xb98+2+3s2rXLVHW6p6eHhQ+THWhHiY0LZmpRYYJiBwvVYZp6U1PsujjiV90yalAtLjT7iHEGFodUXR66qQmw1gp1H6r1TbCDo5WdnQQbq8G2qbJCMBKn2VVutxnP5WglinTfo25Veh9hza8CvScKWvisXr1aVFVVibvvvtv0/rXXXiuWLl0qVq5cKW6++WZRXl4urr32WtttzZ49WxsbxMKHyTi6xhMbNSpo6IgeY4Iw7kAVNaWlMuYHs4RUcYSFDDNV+6MQ0WXQCaGvW4LlAjweo6bPuHHyb329fr42p4HluqyuHHVJ5CWpdPHoLEXxtq+b3DSe2EKXp+oKL9CYvbQIn29/+9u2y/jx4xMSPlaigy4R5aKuX79efO1rXxM/+tGP4m7/5ptvFlVVVbbrsMWHyRlQ4OD0BwiNAamvN8cVULdJe7vequP3y3V1bjPqcmESgxYvRFGpCzKlnRlafGidHivrWyCQmBhVO8IcdknkJaksPaKKVCfxXOq9pG5DdWuqqe60HEZjY+LHnwc4FT6lkAChUCju5xdccIHj7U2bNg3OO+8823VGjhwZ/X/Dhg0wfvx4aG1thT/84Q9xt9/S0gJ9fX2wefNmGDp0qHadQCAAgUDA8T4zTNrYsEF2eZs2AcyaBfDMMwArVgBs3QoQDALs2gVQWgpw3XUA4TDAhx/KzwAABg4E+NOf9NsdPRpg/Xq5XSvGjk354RQ88+YB/O1vAPX1AJ9+CuD3AyxcKK/NvffKdTo65DXauhVgwQKAigrjWqr09xv/+3wAf/gDQALtKYwda/yu7jWTHvA+AHB+vjs6jL/02bP7Pv0O/bt1q/z9JUvkc47bmTdP3o/nnAPQ1gaweDHA7t3y87Vrne1ngZKQ8Onq6krpj1dXV0N1dbWjddevXw/jx4+Ho446Crq6usDr9cb9zsqVKyEYDMLAgQOT3FOGSTMrVgC8/37se//1XwA9PQCDBslOs7YW4K235Ocej7FuTw/Avn0AXi/AgAEAvb3GZ2vWAOzcad52SYlcH0CKJiZxsONpawN49lkpMLu65OsVK2TH09EhhdDf/gbwzjsA69ZJcev1GkJn8GApnDwe+RkAQHV1YqKHST86gYMDk5NOMu4HJ7gRpTph29EhB0knnQQwebK8D3UCad48Q/QAyGd/wYLivccyZIFKCnRvnXjiieLjjz82pasjTzzxhPjDH/4gVq1aJVavXi3uvvtuUVVVJaZPn57Qb6U9q4vNz4wOjBPxeqXLhMb2YFwIprDjJIVowm5qkq/RbdXZqa/9Y7XU1GT76PMXXeXchgZz7IbqEsMYHnQ7BIPm+AsuFpmbYJZddbURyG5XqykT7byTuCNdsDy2FQVGVoKb00VXV5dlDBDy9NNPiyOOOEJUVlaK8vJy0dTUJH7zm9+IvXv3JvRbaRc+OVwDgckinZ1GjAcGHmK9Fzp/Fp2SAuMCMGMLK7ViJldLixRAJSWGaNLFlXAn6x46ZUVtrRSRmG2ndoD47FvVW/L7ZWfE1yN3oQkEavkCIYxrTGdQTydqVpguOYJOgaIWNy0wCkr4ZBK2+DBZgU4n0dJidJr4vlXWFYqjYFAGN2OnijV47Cw/RTiJYcrB0TTOqaWmkNMAVKzJM2lSbNkBmu3Fg6LchRYZ1WVG0Qlok2nn3ViOdINqOnjyeAzLsMdTkM9+WoKbmRTAAYeMjupqgI0bZfCyxwPwwAMyWDEclu8fcABAayvAuHEAP/85wKhRADNnAvT1ye8fcQTAqlVG0KwQADt2GNuvqJA+/q++kr8xdizAHXdwUHOyjB1rBKHPmiXfowGrbW3yOvb1ASxfLt9bvtyI5QGQwc6BAMCePQA1NYnFijCZBWNifvELeU0XLJBxNRjntXWrDDB+773k2nmMJ/rnPwE2b5bbfeaZ2PVoLJka20P56it5z/l88v/99y/e+B5IMLiZYZg0UVEh/2IDNWwYwMcfAwwZIoVQKATwq1/JznHOHIChQ6UgQjweI+iZQoOYv/pKCqlnnmHBk2rGjjWCmGlW11//KgOaa2vl+1u3Anz5JUBzs8ziAwD47DMpShsaAB56iK9NrnPXXTJDctMmeQ3Xrzcyqk46SS5bt0pRkui1RCHT1iZfr1kjf+eNN4ztUbGjBlzToOt582TA86JFst0oLTUGRmqyQ5ERPzWKYZj08+mnxv8ffCBFTWUlwMSJACNGyAbM55Of9/fLhiwclinUAAArVwJs3y7/DwRkR9vUJLcBYDR0fj93rOkgXnZPKGSc995eaRHAUgTHHAMwYQKLnnwBsy9LSuQzN3asHIycc45RamLhQik8EmXWLID77pOCuaMDoKpK3jsbNwKceqohaP72N0P8UKGlbmfGDCN7EAdVJSUAc+cmfx7yGLb4MEwu0NNj/I8iaM8eOYLbvVs2hMGgdF/5/QCffw4wfDjAF1/IdWldmN27ZUO5c6eR1i6E/H6RN3hpY948gOefl6UBTj1VuibvuEO6J194QVoDfvYzaSH4z3+M1OKtW+Xont3f+cPAgfK6CSH/+v3SbXTIIfI+GD1a1nZCq41b8J5Ct+jWrVLQXHedfI0uVZ2lsbdXfm/Lltjt/ulPRe3mAmDhwzDZZ8UKgLIyKXQAjHouHo90i4wYId//4gvpDpkzR8b3fPSR/XZpLR8AGR9U5A1e2ujokO4OvCbYSb3xhhSlb74pY0D6+uQIHOv41NZyTE++gbFzKEj27DFbYurrpdB99tnEnze0GLW1AcyfL91TtP7Ohg2GK0yN7Wlrk6Kb7qNKKMRtALDwYZjsM2uWWaSUlMiidps3S6vOQw/J97FBfPZZKYBojE88vF5jpMiknrFj5XU69VTDhQVgXKdwWHZQbW0AV18N8IMfSHeXWrmXyX1uvBHg4ovloCQQkDFa1BKDz6gbQYvJL+efbwTD19ZKwbxjB8Dbb8tYviVLZAzgokUAhx0mXeFXXy3jyQAMt7jK7bcnvk+JQgP9r7suJ+9vjxA0vYDp6+uDUCgEvb29UFVVle3dYYqBww6TGVmI1wtwyilGZ0kDGrdulfEDJ50E8Prr+mkoMKCZVgLu7ASYPTsjh1PUqI0+gDEyz8EOgHEJPo9r1kiBMmGCPusqme3T++jMM42BTjgsXakffSTf83gA9ttPtg04owGd/gRpajK3M+ni/PNlfBGAtFZnMHbNaf/NwkeBhQ+TUX78Y4C77zZeNzVJIaR2lOefL1PchwyRVoRQSI7ybr4Z4N13pWVoyxZpOWpslIGMEyYAPPecdI2xeZthUg/NsEpn575gAUB7u5HU8MUXMtboq6/k59u3G9mbAEaJhN7ezJevQNGGc4OVlQG8+GJGfttp/81ZXQyTLVasMIuesjIZAEs/P/98+bejQ6a4b94s40b+8Q9p2q6rk43hBx/IDK7ycrmsXy9N42vXsuhhmHSBrql0d+oXXAAwfry07gwcaARW9/bKBUWP3y9rgh1xhHRrNTTIdfffP3MWR6xthbFJX34JcPLJRlZaDsAxPgyTLdR01y+/lEHLn3xivEdrdDz0kDFpqc8n/fkDBhiBsjgz85YtMrWWg2YZpnDAwOdFi/SuLACjFvjy5dIq/NBDhkUq00yaBPDYY/L/3l4Z9/TOOzlRtoEtPgyTLTo6YoMQN26U773xhvTHV1fL9Njzz5dBjQcdBHD00dKULYTh9y8pkaPB8nKZsp6JUSjDMJkDrUtz58rnX8fevebg+kxZpFRWrDAKdVLWrXNX3yjFcIyPAsf4MBllyBCjbk9JiXy9aZMRlOzxyADB9etlptemTUYgIwBAS4s0Y9NMEhY8DFPYYBwNZoPSRAYAae3JZkYVBjhjWQ7ct/JyWdcqTfvltP9mVxfDZBM6Ojv6aClgfv97adL2eKQo+sEPAJYtM/zjGNAYDpsDFjmWh2GKA4yjQagQ8niyt19IR4e0Wr/5phQ9Xq8c1N14Y04MzFj4MEy2WLFCWnn6+6V7KxKRwcibNsnMLqzI+t57RibHiBEyoHn5ctmA5EAjwjBMlpk3T2ZwUqvP668DPPlk5toIOs/YXXeZ5w6kbvkcgIUPw2SL6dOlTx6pr5dz82zcKEdLc+dKi9DWrXLqg2HDZGo6lsbn4GWGYQBkW/Dhh3Iesd27ZXr7pk2yncjUdCg/+YkckOEs9ZQLL8zMPjiEhQ/DZIv33jP+HzFCNlzHHCNTUD/+WDYgaPXBSTDvuku6vXhuJ4ZhkLFjZazfihUAFRXyvVAos4MjnK5l1y4jriccli65HLNMc1ZXtqA1WpjiZPRo+be1FeBrX5P/YwrquedKkzHO+I3Em5+LYZjipKNDlrHATNHy8swKjv/5H5lttmePFD3l5TkpegBY+GQPnNAuB1L7mCxx++2y+vLtt8sMjAkTjM/uvVdafBYulKOmW2+VliCeXZ1hGB2Yun7LLZlrKxYsABg5Uv5dtkxae/bulaLnrrtyUvQAcDp7DBlLZ89UqXMmt6Fz8gAAPP+8TFs//HBpCerq4iknGIbJPVasABg3DmDnTjmRKoCMT6ypyWxQNYHT2XMdVOdMcYPZGACyJk8gIIMSN2+WVU7Xr5eWHxY+DMPkErNmSdHj9Uqr9NtvS0tTDlRmjkfeuLpGjhwJHo/HtMycOdO0zrp16+CMM86AiooKqK6uhunTp8OePXuytMcM44CODhnQXFMj/eK7d8v/J0yQlh6eeoJhmFwEiyf298uM1HPPzQvRA5BnFp85c+ZAe3t79HVlZWX0/3379sHpp58OgwcPhpdeegm2bt0KU6ZMASEE3HHHHdnYXYaJD83GOOww2XhQ9+cFFxiB8OwWZRgmVwiFZPZWTU12q0S7IK+Ez4ABA6Cmpkb72XPPPQdvvfUW9PT0QF1dHQAA3HLLLTB16lS4/vrrefoJJndpawNYskQGOtMaPdiQYCA8ALtHGYbJDXDS1DwckOWNqwsA4MYbb4RwOAxHHHEEXH/99SY31rJly6CpqSkqegAA2traYPfu3fDKK69kY3cZxhnPPmvE8sybB/DAA3IW9gULpKWnrY1dXgzD5BbZmgA1BeSNxeeyyy6DMWPGwKBBg+Df//43XHnllbBmzRr44x//CAAAmzZtgqFDh5q+M2jQIPD7/bBp0ybL7e7evRt2794dfd3X15eeA2AYK9Di09YmLT5LlsgChldfLQURAFt6GIZhUkRWLT6dnZ0xAcvqsuL/Cvx1dHTAuHHj4LDDDoMLL7wQ5s+fD/fccw9sJaWxPZrJ2YQQ2veRG264AUKhUHQZPnx46g+UYeygFp+xY40ChhzczDAMk3KyavGZNm0anHfeebbrjBw5Uvt+S0sLAACsXr0awuEw1NTUwMsvv2xa5/PPP4e9e/fGWIIoV155JVxxxRXR1319fSx+mMwyejSA329UckYOOSR+GjutBwXAtaEYhmHikFXhU11dDdXV1a6+u3LlSgAAqP2/wkmtra1w/fXXw8aNG6PvPffccxAIBOCoo46y3E4gEIBAIOBqHxgmJXR1yXoYN9wgq58CyIrNAPFdXDTwGYCDoBmGYeKQFzE+y5Ytg+XLl8P48eMhFApBJBKBjo4OOPPMM2HEiBEAADBhwgQ45JBD4Pvf/z7cdNNN8Nlnn8FPf/pTaG9v54wuJreZMwfg4oul+HnuOVnD55xzZMxPvDR2tPRQdxi7xhiGYSzJiykrXn31VbjkkkvgnXfegd27d0NDQwOcd9558POf/xzKy8uj661btw4uueQS+Oc//wllZWUwefJkuPnmmxOy6GRsygqGodCpK7AmxvnnSwvOOefkngWHp1xhGCbHKKgpK8aMGQPLly+Pu96IESPgqaeeysAeMUyKGTtWzmSMrFgBsGYNQHW1tPzkGlxbiGGYPCUvhA/DFB3z5gGg2M/Fubp0LjaGYZg8gIUPw+QiHR0AWKohF8UFT7LLMEyewsKHYXIR1fXFMAzDpIS8mrKCYRiGYRgmGVj4MAzDMAxTNLDwYRiGYRimaGDhwzCMZMUKgFNPlcv/zZHHMAxTaHBwM8MwknnzZOVoAIBwmLO2GIYpSNjiwzD5zooVAEOGAHg8AEOHurfWdHTI6TImTMjNFHqGYZgUwBYfhsl35s0D+PRT+f8nnwCceSbAE08kPpUEp9AzDFMEsMWHYfKdjg6AwYON1xs3AvzXf3GcDsMwjAYWPgyTL6xYIScuVQXN2LHS0hOJyHm9amsBPv5YWoIYhmEYE+zqYph8Id7EoOiqojOnMwzDMCbY4sMw+UJHB8A558QXNDiPVqIxPgyTj1hZQnN1u0zWYeHDMPkCCxqGiQUtoal27aZru8nAYiwlsPBhmFyEiwkyuUaudrpOLaG5st1kyEUxloew8GEYJ2S60cdigs89x40cE0s2REgqO91U7n+6LKG5aGHNRTGWh3BwM8M4IV5gcarp6ADYutX4n2Eomb4fAYz7MJn7EQPvt24FWLhQvscVwp2DYoxJChY+DOOEVDT6icDFBBk7Mn0/AqSm00XBdtJJbLlgsga7uhjGCblo9i5WdG6STLh+cinGJV/vR3TVXHddfu4/UxCw8GEYJr/QxZq4iT9JVMhwYGny5KtgYwqKvBA+ixcvBo/Ho10ikUh0Pd3n8+fPz+KeMwyTcnQBnm6CPhMVMhxYyjAFgUcIIbK9E/HYs2cPfPbZZ6b3fvnLX8Lzzz8PH374IXg8HgCQwqerqwtOPfXU6HqhUAjKysoc/1ZfXx+EQiHo7e2Fqqqq1BwAwzDJQytSp8JikOrtMQyTVZz233kR3Oz3+6Gmpib6eu/evfDEE0/AtGnToqIHGThwoGldhmEKBJrJ1NGRvGjhDBmGKUrywtWl8sQTT8CWLVtg6tSpMZ9NmzYNqqur4etf/zrMnz8f+vv7bbe1e/du6OvrMy0Mw+QgbW0A9fXyL8fbMPlALgXEJ0OhHMf/kRcWH5V77rkH2traYPjw4ab3r732WjjppJOgrKwMFi5cCDNmzIAtW7bArFmzLLd1ww03wDXXXJPuXWYYJlnX0rPPAqxfL/9mI52bYRIlG/WW0kGhHAcissjs2bMFANgukUjE9J2enh7h9XrFQw89FHf7N998s6iqqrJdZ9euXaK3tze69PT0CAAQvb29SR0bwzAKkycLUVoq/7ohEpHfVdoEhslZCuWezZPj6O3tddR/ZzW4ecuWLbBlyxbbdUaOHAnBYDD6+tprr4U77rgD1q9fDz6fz/a7S5YsgeOOOw42bdoEQ4cOdbRPHNzMMGmCg4kZJv/J4ec4L4Kbq6urobq62vH6Qgjo6uqCCy64IK7oAQBYuXIlBINBGDhwYBJ7yTCMJYk0ghxMzOQqOdyZ5xyzZsk5BLduzdvq8nkV4/PPf/4T1qxZAz/60Y9iPnvyySdh06ZN0NraCmVlZbBo0SK46qqr4Mc//jEEAoEs7C3DFAGF5vtnihO+j4uKvBI+99xzDxx77LFw8MEHx3zm8/ngzjvvhCuuuAL6+/th//33hzlz5sCll16ahT1lmCKBg4yZQoDvY+dcdx1AOJzX5yovChhmEo7xYRiGYZj8w2n/nZd1fBiGySAFVsODYZjiJq9cXQzDZAGOf2AYpoBg4cMwjD0c/8AwTAHBwodhGHs4DZ1hmAKCY3wYhmEYhikaWPgwDMMwDFM0sPBhGIZhGKZoYOHDMAzDMEzRwMKHYRiGYZiigYUPwzAMwzBFAwsfhmEYhmGKBhY+DMMwDMOkjxyb9oYLGDIMwzAMkz5ybNobFj4MwzAMw6SPHJv2hoUPwzAMwzDpI8emveEYH4ZhGIZhigYWPgzDMAzDFA0sfBiGYRiGKRpY+DAMwzAMUzSw8GEYhmEYpmhg4cMwDMMwTNHAwodhGIZhmKKB6/goCCEAAKCvry/Le8IwDMMwjFOw38Z+3AoWPgrbtm0DAIDhw4dneU8YhmEYhkmUbdu2QSgUsvzcI+JJoyKjv78fNmzYAAMGDACPx5Pt3UkrfX19MHz4cOjp6YGqqqps705G4WPnY+djLw6K9bgBiu/YhRCwbds2qKurA6/XOpKHLT4KXq8Xhg0blu3dyChVVVVF8VDo4GPnYy82ivXYi/W4AYrr2O0sPQgHNzMMwzAMUzSw8GEYhmEYpmhg4VPEBAIBmD17NgQCgWzvSsbhY+djLzaK9diL9bgBivvY7eDgZoZhGIZhiga2+DAMwzAMUzSw8GEYhmEYpmhg4cMwDMMwTNHAwodhGIZhmKKBhU+RcP3118Oxxx4L5eXlMHDgQO06Ho8nZpk/f75pnVWrVsG4ceOgrKwM6uvrYc6cOXHnRck2To593bp1cMYZZ0BFRQVUV1fD9OnTYc+ePaZ18vHYVUaOHBlzjWfOnGlax8m5yEfuvPNOGDVqFASDQTjqqKPgX//6V7Z3KeV0dnbGXN+ampro50II6OzshLq6OigrK4MTTjgB/vOf/2Rxj93z4osvwhlnnAF1dXXg8XjgscceM33u5Fh3794NP/nJT6C6uhoqKirgzDPPhI8//jiDR5E48Y576tSpMfdAS0uLaZ18PO5UwsKnSNizZw9897vfhYsvvth2va6uLti4cWN0mTJlSvSzvr4+OOWUU6Curg4ikQjccccdcPPNN8Ott96a7t1PinjHvm/fPjj99NNhx44d8NJLL8H9998PDz/8MMyYMSO6Tr4eu445c+aYrvGsWbOinzk5F/nIAw88AJdffjlcddVVsHLlSvjmN78Jp512Gqxbty7bu5ZyDj30UNP1XbVqVfSzX//613DrrbfCb3/7W4hEIlBTUwOnnHJKdI7CfGLHjh1w+OGHw29/+1vt506O9fLLL4dHH30U7r//fnjppZdg+/btMHHiRNi3b1+mDiNh4h03AMCpp55qugf+/ve/mz7Px+NOKYIpKrq6ukQoFNJ+BgDi0UcftfzunXfeKUKhkNi1a1f0vRtuuEHU1dWJ/v7+FO9p6rE69r///e/C6/WK9evXR9+77777RCAQEL29vUKI/D92pKGhQcybN8/ycyfnIh85+uijxUUXXWR676CDDhIzZ87M0h6lh9mzZ4vDDz9c+1l/f7+oqakRc+fOjb63a9cuEQqFxPz58zO0h+lBbbucHOsXX3whfD6fuP/++6PrrF+/Xni9XvHMM89kbN+TQddmT5kyRZx11lmW3ymE404WtvgwJqZNmwbV1dXw9a9/HebPnw/9/f3Rz5YtWwbjxo0zFcNqa2uDDRs2wNq1a7Owt6lh2bJl0NTUBHV1ddH32traYPfu3fDKK69E1ymUY7/xxhshHA7DEUccAddff73JjeXkXOQbe/bsgVdeeQUmTJhgen/ChAmwdOnSLO1V+nj//fehrq4ORo0aBeeddx58+OGHAACwZs0a2LRpk+k8BAIBGDduXMGdByfH+sorr8DevXtN69TV1UFTU1Pen4/FixfDkCFDYPTo0dDe3g6ffPJJ9LNCPm6n8CSlTJRrr70WTjrpJCgrK4OFCxfCjBkzYMuWLVFXyKZNm2DkyJGm7wwdOjT62ahRozK9yylh06ZN0eNABg0aBH6/HzZt2hRdpxCO/bLLLoMxY8bAoEGD4N///jdceeWVsGbNGvjjH/8IAM7ORb6xZcsW2LdvX8xxDR06NG+PyYpjjjkGFixYAKNHj4bNmzfDddddB8ceeyz85z//iR6r7jx89NFH2djdtOHkWDdt2gR+vx8GDRoUs04+3xennXYafPe734WGhgZYs2YN/PKXv4QTTzwRXnnlFQgEAgV73InAFp88RhfIqC4rVqxwvL1Zs2ZBa2srHHHEETBjxgyYM2cO3HTTTaZ1PB6P6bX4v+Be9f10k+pj1+2/EML0fq4cu0oi56KjowPGjRsHhx12GFx44YUwf/58uOeee2Dr1q3R7Tk5F/mI7vrl+zGpnHbaafCd73wHmpub4eSTT4b/9//+HwAAdHd3R9cphvOAuDnWfD8f5557Lpx++unQ1NQEZ5xxBjz99NPw3nvvRe8FK/L9uBOBLT55zLRp0+C8886zXUe1UiRCS0sL9PX1webNm2Ho0KFQU1MTMyJAE6o6sko3qTz2mpoaePnll03vff7557B3797oceXSsaskcy4w22P16tUQDocdnYt8o7q6GkpKSrTXL1+PySkVFRXQ3NwM77//PkyaNAkApKWjtrY2uk4hngfMZLM71pqaGtizZw98/vnnJuvHJ598Ascee2xmdziN1NbWQkNDA7z//vsAUDzHbQdbfPKY6upqOOigg2yXYDDoevsrV66EYDAYTQFvbW2FF1980RQT8txzz0FdXV1SAssNqTz21tZWePPNN2Hjxo3R95577jkIBAJw1FFHRdfJlWNXSeZcrFy5EgAg2jk4ORf5ht/vh6OOOgr+8Y9/mN7/xz/+UfAN/e7du+Htt9+G2tpaGDVqFNTU1JjOw549e+CFF14ouPPg5FiPOuoo8Pl8pnU2btwIb775ZkGdj61bt0JPT0/0GS+W47Yla2HVTEb56KOPxMqVK8U111wjKisrxcqVK8XKlSvFtm3bhBBCPPHEE+IPf/iDWLVqlVi9erW4++67RVVVlZg+fXp0G1988YUYOnSo+N73vidWrVolHnnkEVFVVSVuvvnmbB2WI+Id+1dffSWamprESSedJF599VXx/PPPi2HDholp06ZFt5Gvx05ZunSpuPXWW8XKlSvFhx9+KB544AFRV1cnzjzzzOg6Ts5FPnL//fcLn88n7rnnHvHWW2+Jyy+/XFRUVIi1a9dme9dSyowZM8TixYvFhx9+KJYvXy4mTpwoBgwYED3OuXPnilAoJB555BGxatUq8b3vfU/U1taKvr6+LO954mzbti36LANA9N7+6KOPhBDOjvWiiy4Sw4YNE88//7x49dVXxYknnigOP/xw8dVXX2XrsOJid9zbtm0TM2bMEEuXLhVr1qwRixYtEq2traK+vj7vjzuVsPApEqZMmSIAIGZZtGiREEKIp59+WhxxxBGisrJSlJeXi6amJvGb3/xG7N2717SdN954Q3zzm98UgUBA1NTUiM7OzpxP54537EJIcXT66aeLsrIysd9++4lp06aZUteFyM9jp7zyyivimGOOEaFQSASDQXHggQeK2bNnix07dpjWc3Iu8pHf/e53oqGhQfj9fjFmzBjxwgsvZHuXUs65554ramtrhc/nE3V1deLss88W//nPf6Kf9/f3i9mzZ4uamhoRCATE8ccfL1atWpXFPXbPokWLtM/1lClThBDOjvXLL78U06ZNE/vtt58oKysTEydOFOvWrcvC0TjH7rh37twpJkyYIAYPHix8Pp8YMWKEmDJlSswx5eNxpxKPEHlWepZhGIZhGMYlHOPDMAzDMEzRwMKHYRiGYZiigYUPwzAMwzBFAwsfhmEYhmGKBhY+DMMwDMMUDSx8GIZhGIYpGlj4MAzDMAxTNLDwYRimKFi7di14PB547bXX0rJ9j8cDjz32WFq2zTBM6mDhwzBMRpg6dWp0osxsMHz4cNi4cSM0NTUBAMDixYvB4/HAF198kbV9Yhgm8/Ds7AzDFAUlJSXRWbsZhile2OLDMEzWeeGFF+Doo4+GQCAAtbW1MHPmTPjqq6+in59wwgkwffp0+PnPfw777bcf1NTUQGdnp2kb77zzDhx33HEQDAbhkEMOgeeff97kfqKurrVr18L48eMBAGDQoEHg8Xhg6tSpAAAwcuRI+M1vfmPa9hFHHGH6vffffx+OP/746G+pM78DAKxfvx7OPfdcGDRoEITDYTjrrLNg7dq1yZ4qhmGShIUPwzBZZf369fCtb30Lvv71r8Prr78Od911F9xzzz1w3XXXmdbr7u6GiooKePnll+HXv/41zJkzJyo4+vv7YdKkSVBeXg4vv/wy/OEPf4CrrrrK8jeHDx8ODz/8MAAAvPvuu7Bx40a47bbbHO1vf38/nH322VBSUgLLly+H+fPnwy9+8QvTOjt37oTx48dDZWUlvPjii/DSSy9BZWUlnHrqqbBnz55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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "# Plot the shapefile\n", "dataset.plot(marker='o', color='red', markersize=0.5)\n", "\n", "# Customize the plot (optional)\n", "plt.title('Plot of Cities')\n", "plt.xlabel('Longitude')\n", "plt.ylabel('Latitude')\n", "\n", "# Show the plot\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "bc90faf9", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "With `geopandas`, python treats vector data as if it were a normal pandas dataframe:\n", "\n", "- Which means you can do everything you would do in `pandas`" ] }, { "cell_type": "code", "execution_count": 4, "id": "389ab24d", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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NAMEADM0NAMEPOP_MAXgeometry
0Colonia del SacramentoUruguay21714POINT (-57.83612 -34.46979)
1TrinidadUruguay21093POINT (-56.90100 -33.54400)
2Fray BentosUruguay23279POINT (-58.30400 -33.13900)
3CanelonesUruguay19698POINT (-56.28400 -34.53800)
4FloridaUruguay32234POINT (-56.21500 -34.09900)
...............
7337CambridgeNew Zealand15192POINT (175.47027 -37.88943)
7338KerikeriNew Zealand5856POINT (173.95067 -35.22848)
7339TurangiNew Zealand3240POINT (175.81424 -38.98889)
7340LehIndia30870POINT (77.57229 34.16156)
7341AmaravatiIndia5800000POINT (80.52432 16.53366)
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7342 rows × 4 columns

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" ], "text/plain": [ " NAME ADM0NAME POP_MAX \\\n", "0 Colonia del Sacramento Uruguay 21714 \n", "1 Trinidad Uruguay 21093 \n", "2 Fray Bentos Uruguay 23279 \n", "3 Canelones Uruguay 19698 \n", "4 Florida Uruguay 32234 \n", "... ... ... ... \n", "7337 Cambridge New Zealand 15192 \n", "7338 Kerikeri New Zealand 5856 \n", "7339 Turangi New Zealand 3240 \n", "7340 Leh India 30870 \n", "7341 Amaravati India 5800000 \n", "\n", " geometry \n", "0 POINT (-57.83612 -34.46979) \n", "1 POINT (-56.90100 -33.54400) \n", "2 POINT (-58.30400 -33.13900) \n", "3 POINT (-56.28400 -34.53800) \n", "4 POINT (-56.21500 -34.09900) \n", "... ... \n", "7337 POINT (175.47027 -37.88943) \n", "7338 POINT (173.95067 -35.22848) \n", "7339 POINT (175.81424 -38.98889) \n", "7340 POINT (77.57229 34.16156) \n", "7341 POINT (80.52432 16.53366) \n", "\n", "[7342 rows x 4 columns]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset" ] }, { "cell_type": "markdown", "id": "8aa17ec1", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "We can filter for Italian cities" ] }, { "cell_type": "code", "execution_count": 6, "id": "d6d7304e", "metadata": {}, "outputs": [], "source": [ "ita_data = dataset.loc[dataset['ADM0NAME'] == 'Italy',:].copy()" ] }, { "cell_type": "code", "execution_count": null, "id": "0499cfd9", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 7, "id": "ab48bca5", "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create the plot\n", "fig, ax = plt.subplots()\n", "ita_data.plot(ax=ax, marker='o', color='red', markersize=5)\n", "\n", "# Add labels for each point\n", "for x, y, label in zip(ita_data.geometry.x, ita_data.geometry.y, ita_data['NAME']):\n", " ax.annotate(label, xy=(x, y), xytext=(3, 3), textcoords='offset points', fontsize=8)\n", "\n", "# Customize the plot (optional)\n", "ax.set_title('Plot of Cities')\n", "ax.set_xlabel('Longitude')\n", "ax.set_ylabel('Latitude')\n", "\n", "# Show the plot\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "6d109f06", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Then, in terms of visualization, you can create any column you'd like, and represent it using plotting" ] }, { "cell_type": "code", "execution_count": 8, "id": "2fd50b7f", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "ita_data['size_dot'] = ita_data['POP_MAX']/10000" ] }, { "cell_type": "code", "execution_count": 8, "id": "a983d482", "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create the plot\n", "fig, ax = plt.subplots()\n", "ita_data.plot(ax=ax, marker='o', color='red', markersize=ita_data['size_dot'])\n", "\n", "\n", "# Add labels for each point\n", "for x, y, label, size in zip(ita_data.geometry.x, ita_data.geometry.y, ita_data['NAME'], ita_data['size_dot']):\n", " ax.annotate(label, xy=(x, y), xytext=(3, 3), textcoords='offset points')\n", "\n", "# Customize the plot (optional)\n", "ax.set_title('Plot of Cities')\n", "ax.set_xlabel('Longitude')\n", "ax.set_ylabel('Latitude')\n", "\n", "# Show the plot\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "46260c27", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Again, as we're using something very similar to `pandas`, we can easily treat that object" ] }, { "cell_type": "code", "execution_count": 10, "id": "052544b0", "metadata": {}, "outputs": [], "source": [ "ita_data['size_font'] = ita_data['size_dot'].apply(lambda x: 8 if x > 100 else 0)" ] }, { "cell_type": "code", "execution_count": 11, "id": "521ea913", "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create the plot\n", "fig, ax = plt.subplots()\n", "ita_data.plot(ax=ax, marker='o', color='red', markersize=ita_data['size_dot'])\n", "\n", "\n", "# Add labels for each point\n", "for x, y, label, size in zip(ita_data.geometry.x, ita_data.geometry.y, ita_data['NAME'], ita_data['size_font']):\n", " ax.annotate(label, xy=(x, y), xytext=(0, 0), textcoords='offset points', fontsize=size)\n", "\n", "# Customize the plot (optional)\n", "ax.set_title('Plot of Cities')\n", "ax.set_xlabel('Longitude')\n", "ax.set_ylabel('Latitude')\n", "\n", "# Show the plot\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d7e68590", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "It's quite easy to print that map to HTML so we can look at it more closely" ] }, { "cell_type": "code", "execution_count": null, "id": "55cdd36a", "metadata": {}, "outputs": [], "source": [ "!pip install folium" ] }, { "cell_type": "code", "execution_count": 12, "id": "ab0e0fc4", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "'C:\\\\Users\\\\anato\\\\Documents\\\\travail\\\\courses\\\\python-for-economist\\\\class9'" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pwd" ] }, { "cell_type": "code", "execution_count": 11, "id": "547d4f17", "metadata": {}, "outputs": [], "source": [ "import folium\n", "\n", "# Calculate the center of the map\n", "center = 0, 0\n", "\n", "# Create a Folium map centered on the data\n", "m = folium.Map(location=center, zoom_start=10)\n", "\n", "# Add points to the map\n", "for _, row in ita_data.iterrows():\n", " folium.Marker(location=[row.geometry.y, row.geometry.x]).add_to(m)\n", "\n", "# Save the map to an HTML file\n", "m.save('C:/Users/anato/Documents/map.html')\n" ] }, { "cell_type": "markdown", "id": "b68f8d9b", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "You can merge that data with normal `pandas` data you could find on ISTAT or anywhere else. The possibilities are endless." ] }, { "cell_type": "code", "execution_count": 13, "id": "86a444a0", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
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NAMEADM0NAMEPOP_MAXgeometrysize_dotsize_font
252PotenzaItaly69060POINT (15.79900 40.64200)6.90600
253CampobassoItaly50762POINT (14.65600 41.56300)5.07620
257AostaItaly34062POINT (7.31500 45.73700)3.40620
1201ModenaItaly175502POINT (10.91999 44.65003)17.55020
1202CrotoneItaly60010POINT (17.12334 39.08334)6.00100
1203Vibo ValentiaItaly33957POINT (16.10004 38.66659)3.39570
1204Reggio di CalabriaItaly180353POINT (15.64136 38.11500)18.03530
1205CasertaItaly250000POINT (14.33736 41.05996)25.00000
1206BarlettaItaly107830POINT (16.27000 41.32000)10.78300
1207RagusaItaly68956POINT (14.72999 36.93003)6.89560
1211AstiItaly71276POINT (8.20998 44.92998)7.12760
1212NovaraItaly100910POINT (8.61998 45.45000)10.09100
1213ComoItaly250000POINT (9.08000 45.81001)25.00000
1214UdineItaly119009POINT (13.24001 46.07002)11.90090
1215TrevisoItaly177309POINT (12.24002 45.67001)17.73090
3356ParmaItaly166011POINT (10.32003 44.81043)16.60110
3357RavennaItaly134631POINT (12.22002 44.42038)13.46310
3358FerraraItaly130992POINT (11.60993 44.85043)13.09920
3359BolognaItaly488172POINT (11.34002 44.50042)48.81720
3360OlbiaItaly45366POINT (9.51507 40.91428)4.53660
3361CagliariItaly291511POINT (9.10398 39.22240)29.15110
3362PisaItaly203336POINT (10.40003 43.72047)20.33360
3363LivornoItaly156274POINT (10.30227 43.55113)15.62740
3364SienaItaly52625POINT (11.34999 43.31703)5.26250
3365ArezzoItaly91589POINT (11.87498 43.46173)9.15890
3366CatanzaroItaly95251POINT (16.60001 38.90038)9.52510
3367SalernoItaly954265POINT (14.76994 40.68040)95.42650
3368BeneventoItaly61791POINT (14.74999 41.13370)6.17910
3369BariItaly500577POINT (16.87276 41.11422)50.05770
3370FoggiaItaly155203POINT (15.55997 41.46048)15.52030
3371LecceItaly162582POINT (18.14999 40.36039)16.25820
3372BrindisiItaly104437POINT (17.93001 40.64035)10.44370
3373TarantoItaly202033POINT (17.23000 40.50839)20.20330
3374MessinaItaly252026POINT (15.55000 38.20047)25.20260
3375MarsalaItaly77784POINT (12.43866 37.80540)7.77840
3376SiracusaItaly123657POINT (15.28996 37.07036)12.36570
3377PescaraItaly314789POINT (14.21866 42.45543)31.47890
3378L'AquilaItaly68503POINT (13.39002 42.35040)6.85030
3379CivitavecchiaItaly61316POINT (11.79999 42.10041)6.13160
3380AnconaItaly100507POINT (13.49994 43.60037)10.05070
3381PerugiaItaly149125POINT (12.38998 43.11038)14.91250
3386BergamoItaly200000POINT (9.66999 45.70040)20.00000
3387TriesteItaly216035POINT (13.80003 45.65038)21.60350
3388BolzanoItaly95895POINT (11.36002 46.50043)9.58950
3389TrentoItaly107808POINT (11.11998 46.08043)10.78080
3390VeronaItaly347459POINT (10.99002 45.44039)34.74590
5171SassariItaly120729POINT (8.57001 40.73001)12.07290
5172TurinItaly1652000POINT (7.66801 45.07233)165.20008
5804GenoaItaly647497POINT (8.93004 44.40999)64.74970
6451FlorenceItaly1500000POINT (11.25000 43.78000)150.00008
6452CataniaItaly674542POINT (15.08000 37.49997)67.45420
6684VeniceItaly270816POINT (12.33500 45.43866)27.08160
6919PalermoItaly863000POINT (13.34808 38.12697)86.30000
7145NaplesItaly2250000POINT (14.24307 40.84197)225.00008
7146MilanItaly2945000POINT (9.20306 45.47192)294.50008
7269RomeItaly3339000POINT (12.48131 41.89790)333.90008
\n", "
" ], "text/plain": [ " NAME ADM0NAME POP_MAX geometry \\\n", "252 Potenza Italy 69060 POINT (15.79900 40.64200) \n", "253 Campobasso Italy 50762 POINT (14.65600 41.56300) \n", "257 Aosta Italy 34062 POINT (7.31500 45.73700) \n", "1201 Modena Italy 175502 POINT (10.91999 44.65003) \n", "1202 Crotone Italy 60010 POINT (17.12334 39.08334) \n", "1203 Vibo Valentia Italy 33957 POINT (16.10004 38.66659) \n", "1204 Reggio di Calabria Italy 180353 POINT (15.64136 38.11500) \n", "1205 Caserta Italy 250000 POINT (14.33736 41.05996) \n", "1206 Barletta Italy 107830 POINT (16.27000 41.32000) \n", "1207 Ragusa Italy 68956 POINT (14.72999 36.93003) \n", "1211 Asti Italy 71276 POINT (8.20998 44.92998) \n", "1212 Novara Italy 100910 POINT (8.61998 45.45000) \n", "1213 Como Italy 250000 POINT (9.08000 45.81001) \n", "1214 Udine Italy 119009 POINT (13.24001 46.07002) \n", "1215 Treviso Italy 177309 POINT (12.24002 45.67001) \n", "3356 Parma Italy 166011 POINT (10.32003 44.81043) \n", "3357 Ravenna Italy 134631 POINT (12.22002 44.42038) \n", "3358 Ferrara Italy 130992 POINT (11.60993 44.85043) \n", "3359 Bologna Italy 488172 POINT (11.34002 44.50042) \n", "3360 Olbia Italy 45366 POINT (9.51507 40.91428) \n", "3361 Cagliari Italy 291511 POINT (9.10398 39.22240) \n", "3362 Pisa Italy 203336 POINT (10.40003 43.72047) \n", "3363 Livorno Italy 156274 POINT (10.30227 43.55113) \n", "3364 Siena Italy 52625 POINT (11.34999 43.31703) \n", "3365 Arezzo Italy 91589 POINT (11.87498 43.46173) \n", "3366 Catanzaro Italy 95251 POINT (16.60001 38.90038) \n", "3367 Salerno Italy 954265 POINT (14.76994 40.68040) \n", "3368 Benevento Italy 61791 POINT (14.74999 41.13370) \n", "3369 Bari Italy 500577 POINT (16.87276 41.11422) \n", "3370 Foggia Italy 155203 POINT (15.55997 41.46048) \n", "3371 Lecce Italy 162582 POINT (18.14999 40.36039) \n", "3372 Brindisi Italy 104437 POINT (17.93001 40.64035) \n", "3373 Taranto Italy 202033 POINT (17.23000 40.50839) \n", "3374 Messina Italy 252026 POINT (15.55000 38.20047) \n", "3375 Marsala Italy 77784 POINT (12.43866 37.80540) \n", "3376 Siracusa Italy 123657 POINT (15.28996 37.07036) \n", "3377 Pescara Italy 314789 POINT (14.21866 42.45543) \n", "3378 L'Aquila Italy 68503 POINT (13.39002 42.35040) \n", "3379 Civitavecchia Italy 61316 POINT (11.79999 42.10041) \n", "3380 Ancona Italy 100507 POINT (13.49994 43.60037) \n", "3381 Perugia Italy 149125 POINT (12.38998 43.11038) \n", "3386 Bergamo Italy 200000 POINT (9.66999 45.70040) \n", "3387 Trieste Italy 216035 POINT (13.80003 45.65038) \n", "3388 Bolzano Italy 95895 POINT (11.36002 46.50043) \n", "3389 Trento Italy 107808 POINT (11.11998 46.08043) \n", "3390 Verona Italy 347459 POINT (10.99002 45.44039) \n", "5171 Sassari Italy 120729 POINT (8.57001 40.73001) \n", "5172 Turin Italy 1652000 POINT (7.66801 45.07233) \n", "5804 Genoa Italy 647497 POINT (8.93004 44.40999) \n", "6451 Florence Italy 1500000 POINT (11.25000 43.78000) \n", "6452 Catania Italy 674542 POINT (15.08000 37.49997) \n", "6684 Venice Italy 270816 POINT (12.33500 45.43866) \n", "6919 Palermo Italy 863000 POINT (13.34808 38.12697) \n", "7145 Naples Italy 2250000 POINT (14.24307 40.84197) \n", "7146 Milan Italy 2945000 POINT (9.20306 45.47192) \n", "7269 Rome Italy 3339000 POINT (12.48131 41.89790) \n", "\n", " size_dot size_font \n", "252 6.9060 0 \n", "253 5.0762 0 \n", "257 3.4062 0 \n", "1201 17.5502 0 \n", "1202 6.0010 0 \n", "1203 3.3957 0 \n", "1204 18.0353 0 \n", "1205 25.0000 0 \n", "1206 10.7830 0 \n", "1207 6.8956 0 \n", "1211 7.1276 0 \n", "1212 10.0910 0 \n", "1213 25.0000 0 \n", "1214 11.9009 0 \n", "1215 17.7309 0 \n", "3356 16.6011 0 \n", "3357 13.4631 0 \n", "3358 13.0992 0 \n", "3359 48.8172 0 \n", "3360 4.5366 0 \n", "3361 29.1511 0 \n", "3362 20.3336 0 \n", "3363 15.6274 0 \n", "3364 5.2625 0 \n", "3365 9.1589 0 \n", "3366 9.5251 0 \n", "3367 95.4265 0 \n", "3368 6.1791 0 \n", "3369 50.0577 0 \n", "3370 15.5203 0 \n", "3371 16.2582 0 \n", "3372 10.4437 0 \n", "3373 20.2033 0 \n", "3374 25.2026 0 \n", "3375 7.7784 0 \n", "3376 12.3657 0 \n", "3377 31.4789 0 \n", "3378 6.8503 0 \n", "3379 6.1316 0 \n", "3380 10.0507 0 \n", "3381 14.9125 0 \n", "3386 20.0000 0 \n", "3387 21.6035 0 \n", "3388 9.5895 0 \n", "3389 10.7808 0 \n", "3390 34.7459 0 \n", "5171 12.0729 0 \n", "5172 165.2000 8 \n", "5804 64.7497 0 \n", "6451 150.0000 8 \n", "6452 67.4542 0 \n", "6684 27.0816 0 \n", "6919 86.3000 0 \n", "7145 225.0000 8 \n", "7146 294.5000 8 \n", "7269 333.9000 8 " ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ita_data" ] }, { "cell_type": "markdown", "id": "5f9bca14", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "Shapefiles can also take other forms:\n", "\n", "- Lines\n", "- Polygons\n", "\n", "Let's do lines now, and the most popular kind of objects:\n", "\n", "- Roads\n", "- Railways" ] }, { "cell_type": "markdown", "id": "604b6065", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Let's directly have a look at some roads, can you guess where this is?" ] }, { "cell_type": "code", "execution_count": 14, "id": "ca6cd9e6", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dataset = gpd.read_file(r\"roads/\")\n", "\n", "# Plot the shapefile\n", "dataset.plot(marker='o', color='red', markersize=0.5)\n", "\n", "# Customize the plot (optional)\n", "plt.title('Plot of a City')\n", "plt.xlabel('Longitude')\n", "plt.ylabel('Latitude')\n", "\n", "# Show the plot\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "57e44a53", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Let's zoom in to make things more recognizable" ] }, { "cell_type": "code", "execution_count": 15, "id": "9e1a00b0", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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namelengthgeometry
0VIA GIUSEPPE SARAGAT133.0LINESTRING (11.30289 44.49916, 11.30325 44.499...
1TANGENZIALE CASALECCHIO-SAN LAZZARO656.0LINESTRING (11.36002 44.52449, 11.35908 44.524...
2VIA LUIGI VESTRI112.0LINESTRING (11.35772 44.50689, 11.35677 44.506...
3VIA LEOPOLDO FREGOLI52.0LINESTRING (11.35787 44.50503, 11.35793 44.505...
4VIALE DELLA REPUBBLICA241.0LINESTRING (11.36027 44.50725, 11.36057 44.506...
............
7974VIA ANDREA COSTA168.0LINESTRING (11.31084 44.49396, 11.31124 44.494...
7975VIA EVANGELISTA TORRICELLI67.0LINESTRING (11.28331 44.49431, 11.28250 44.49445)
7976VIA CORIOLANO VIGHI33.0LINESTRING (11.28286 44.49735, 11.28321 44.49719)
7977VIA CORIOLANO VIGHI144.0LINESTRING (11.28286 44.49735, 11.28223 44.497...
7978VIA BRUNO BUOZZI87.0LINESTRING (11.28584 44.49656, 11.28690 44.49636)
\n", "

7979 rows × 3 columns

\n", "
" ], "text/plain": [ " name length \\\n", "0 VIA GIUSEPPE SARAGAT 133.0 \n", "1 TANGENZIALE CASALECCHIO-SAN LAZZARO 656.0 \n", "2 VIA LUIGI VESTRI 112.0 \n", "3 VIA LEOPOLDO FREGOLI 52.0 \n", "4 VIALE DELLA REPUBBLICA 241.0 \n", "... ... ... \n", "7974 VIA ANDREA COSTA 168.0 \n", "7975 VIA EVANGELISTA TORRICELLI 67.0 \n", "7976 VIA CORIOLANO VIGHI 33.0 \n", "7977 VIA CORIOLANO VIGHI 144.0 \n", "7978 VIA BRUNO BUOZZI 87.0 \n", "\n", " geometry \n", "0 LINESTRING (11.30289 44.49916, 11.30325 44.499... \n", "1 LINESTRING (11.36002 44.52449, 11.35908 44.524... \n", "2 LINESTRING (11.35772 44.50689, 11.35677 44.506... \n", "3 LINESTRING (11.35787 44.50503, 11.35793 44.505... \n", "4 LINESTRING (11.36027 44.50725, 11.36057 44.506... \n", "... ... \n", "7974 LINESTRING (11.31084 44.49396, 11.31124 44.494... \n", "7975 LINESTRING (11.28331 44.49431, 11.28250 44.49445) \n", "7976 LINESTRING (11.28286 44.49735, 11.28321 44.49719) \n", "7977 LINESTRING (11.28286 44.49735, 11.28223 44.497... \n", "7978 LINESTRING (11.28584 44.49656, 11.28690 44.49636) \n", "\n", "[7979 rows x 3 columns]" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset" ] }, { "cell_type": "code", "execution_count": 14, "id": "d300efae", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create the plot\n", "fig, ax = plt.subplots()\n", "\n", "# Plot the shapefile\n", "dataset.plot(ax = ax, marker='o', color='red', markersize=0.5)\n", "\n", "# Customize the plot (optional)\n", "ax.set_title('Road Network, Bologna')\n", "ax.set_xlabel('Longitude')\n", "ax.set_ylabel('Latitude')\n", "\n", "# Set the x and y axis limits to zoom in on the specified region\n", "ax.set_xlim([11.32, 11.36])\n", "ax.set_ylim([44.48, 44.51])\n", "\n", "# Show the plot\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cf27c0da", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Have a look at what the dataset is made of:\n", "\n", "- LineString objects, no longer points." ] }, { "cell_type": "code", "execution_count": 15, "id": "9bc52702", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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namelengthgeometry
0VIA GIUSEPPE SARAGAT133.0LINESTRING (11.30289 44.49916, 11.30325 44.499...
1TANGENZIALE CASALECCHIO-SAN LAZZARO656.0LINESTRING (11.36002 44.52449, 11.35908 44.524...
2VIA LUIGI VESTRI112.0LINESTRING (11.35772 44.50689, 11.35677 44.506...
3VIA LEOPOLDO FREGOLI52.0LINESTRING (11.35787 44.50503, 11.35793 44.505...
4VIALE DELLA REPUBBLICA241.0LINESTRING (11.36027 44.50725, 11.36057 44.506...
............
7974VIA ANDREA COSTA168.0LINESTRING (11.31084 44.49396, 11.31124 44.494...
7975VIA EVANGELISTA TORRICELLI67.0LINESTRING (11.28331 44.49431, 11.28250 44.49445)
7976VIA CORIOLANO VIGHI33.0LINESTRING (11.28286 44.49735, 11.28321 44.49719)
7977VIA CORIOLANO VIGHI144.0LINESTRING (11.28286 44.49735, 11.28223 44.497...
7978VIA BRUNO BUOZZI87.0LINESTRING (11.28584 44.49656, 11.28690 44.49636)
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7979 rows × 3 columns

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" ], "text/plain": [ " name length \\\n", "0 VIA GIUSEPPE SARAGAT 133.0 \n", "1 TANGENZIALE CASALECCHIO-SAN LAZZARO 656.0 \n", "2 VIA LUIGI VESTRI 112.0 \n", "3 VIA LEOPOLDO FREGOLI 52.0 \n", "4 VIALE DELLA REPUBBLICA 241.0 \n", "... ... ... \n", "7974 VIA ANDREA COSTA 168.0 \n", "7975 VIA EVANGELISTA TORRICELLI 67.0 \n", "7976 VIA CORIOLANO VIGHI 33.0 \n", "7977 VIA CORIOLANO VIGHI 144.0 \n", "7978 VIA BRUNO BUOZZI 87.0 \n", "\n", " geometry \n", "0 LINESTRING (11.30289 44.49916, 11.30325 44.499... \n", "1 LINESTRING (11.36002 44.52449, 11.35908 44.524... \n", "2 LINESTRING (11.35772 44.50689, 11.35677 44.506... \n", "3 LINESTRING (11.35787 44.50503, 11.35793 44.505... \n", "4 LINESTRING (11.36027 44.50725, 11.36057 44.506... \n", "... ... \n", "7974 LINESTRING (11.31084 44.49396, 11.31124 44.494... \n", "7975 LINESTRING (11.28331 44.49431, 11.28250 44.49445) \n", "7976 LINESTRING (11.28286 44.49735, 11.28321 44.49719) \n", "7977 LINESTRING (11.28286 44.49735, 11.28223 44.497... \n", "7978 LINESTRING (11.28584 44.49656, 11.28690 44.49636) \n", "\n", "[7979 rows x 3 columns]" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset" ] }, { "cell_type": "markdown", "id": "e9675505", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "A lot of interesting things can be done combining `Points` and `Lines`, for example distance analysis along the network of lines.\n", "\n", "- In many works, it can be interesting to compute distance\n", " - Both distance by flight and distance by road might be interesting.\n", " \n", "Let's do an example:\n", "\n", "- Compute the shortest path between two points on the map on Bologna." ] }, { "cell_type": "markdown", "id": "d3234270", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "First, go to google maps, and find the longitude and latitude of two points." ] }, { "cell_type": "code", "execution_count": null, "id": "3bebdd7b", "metadata": {}, "outputs": [], "source": [ "!pip install shapely" ] }, { "cell_type": "code", "execution_count": 16, "id": "d214805f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " geometry\n", "0 POINT (11.40395 44.50387)\n", "1 POINT (11.34296 44.49421)\n" ] } ], "source": [ "from shapely.geometry import Point\n", "\n", "# Hospital\n", "latitude = 44.503865385454084\n", "longitude = 11.403947098861675\n", "point_A = Point(longitude, latitude)\n", "\n", "# San Luca\n", "latitude = 44.494206889191425\n", "longitude = 11.342956050037941\n", "point_B = Point(longitude, latitude)\n", "\n", "# Merge this\n", "two_points = gpd.GeoDataFrame(geometry = [point_A, point_B])\n", "print(two_points)" ] }, { "cell_type": "markdown", "id": "9d3558cc", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Plot your points on the maps" ] }, { "cell_type": "code", "execution_count": 24, "id": "be663ef2", "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "# Plot the shapefile\n", "dataset.plot(ax=ax, marker='-', color='red', markersize=0.5, zorder=1)\n", "\n", "two_points.plot(ax=ax, marker = 'o', color='blue', markersize=40, zorder=2)\n", "\n", "# Customize the plot (optional)\n", "plt.title('Plot of a City')\n", "plt.xlabel('Longitude')\n", "plt.ylabel('Latitude')\n", "# Set the x and y axis limits to zoom in on the specified region\n", "ax.set_xlim([11.32, 11.42])\n", "ax.set_ylim([44.48, 44.51])\n", "\n", "# Show the plot\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "6e62e3fa", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Now let's compute the shortest path on the map.\n", "\n", "- To do so, we'll need the package `networkx`" ] }, { "cell_type": "code", "execution_count": null, "id": "f8c190f5", "metadata": {}, "outputs": [], "source": [ "!pip install networkx" ] }, { "cell_type": "code", "execution_count": 25, "id": "9ddda78b", "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [], "source": [ "import geopandas as gpd\n", "import networkx as nx\n", "from shapely.geometry import Point, LineString\n", "import matplotlib.pyplot as plt\n", "\n", "# Load the points and lines (assuming you have these as shapefiles or other GeoDataFrame compatible formats)\n", "roads_gdf = gpd.read_file(r'roads/')" ] }, { "cell_type": "markdown", "id": "0a29c209", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "We create what is called an empty graphs. In this graph we'll add all our roads to this network" ] }, { "cell_type": "code", "execution_count": 26, "id": "8a805b05", "metadata": {}, "outputs": [], "source": [ "# Create an empty graph\n", "G = nx.Graph()\n", "\n", "# Add edges for each line\n", "for idx, line in roads_gdf.iterrows():\n", " coords = list(line.geometry.coords)\n", " for i in range(len(coords) - 1):\n", " G.add_edge(coords[i], coords[i + 1], weight=Point(coords[i]).distance(Point(coords[i + 1])))" ] }, { "cell_type": "markdown", "id": "cda6055e", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Now that I have a graph object, I compute for every point of that graph the distance to point A and the distance to point B" ] }, { "cell_type": "code", "execution_count": 27, "id": "654a4703", "metadata": {}, "outputs": [], "source": [ "# Find the closest nodes in the graph to the start and end points\n", "start_node = min(G.nodes, key=lambda node: Point(node).distance(point_A))\n", "end_node = min(G.nodes, key=lambda node: Point(node).distance(point_B))" ] }, { "cell_type": "markdown", "id": "7cbf6853", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "From there, I can take the line that's closest to my point of departure, the one to my point of arrival, and compute the shortest path with weights that correspond to the distance:\n", "\n", "- I could also be using weights that depend on the average speed on a road!" ] }, { "cell_type": "code", "execution_count": 28, "id": "1edf98cd", "metadata": {}, "outputs": [], "source": [ "# Compute the shortest path\n", "shortest_path = nx.shortest_path(G, source=start_node, target=end_node, weight='weight')\n", "\n", "# Convert the shortest path to a LineString for visualization\n", "shortest_path_line = gpd.GeoDataFrame(geometry=[LineString(shortest_path)], crs=roads_gdf.crs)" ] }, { "cell_type": "markdown", "id": "b25ef6b1", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "We can plot what's the shortest path line!" ] }, { "cell_type": "code", "execution_count": 29, "id": "6b54b5a4", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the results\n", "fig, ax = plt.subplots()\n", "roads_gdf.plot(ax=ax, color='grey')\n", "two_points.plot(ax=ax, color='blue')\n", "shortest_path_line.plot(ax=ax, color='red', linewidth=2)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d6528024", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Let's zoom in our plots" ] }, { "cell_type": "code", "execution_count": 31, "id": "4714e40e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define the region to zoom in (longitude and latitude limits)\n", "x_min, x_max = 11.29, 11.37 # Example longitude range\n", "y_min, y_max = 44.476, 44.506 # Example latitude range\n", "\n", "# Plot the results\n", "fig, ax = plt.subplots()\n", "roads_gdf.plot(ax=ax, color='grey')\n", "two_points.plot(ax=ax, color='blue')\n", "shortest_path_line.plot(ax=ax, color='red', linewidth=2)\n", "\n", "# Set the x and y axis limits to zoom in on the specified region\n", "ax.set_xlim([x_min+0.05, x_max+0.05])\n", "ax.set_ylim([y_min, y_max])\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "25901d41", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Before we move on\n", "\n", "We've been (knowingly) ignoring a crucial aspect of geographic data:\n", "\n", "- Coordinate Reference Systems\n", "\n", "We've been ignoring it because it's unbelievably complicated. But we have to know at least a bit about it." ] }, { "cell_type": "markdown", "id": "2511c1fd", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Each shapefile that is properly formatted contains a coordinate reference system.\n", "\n", "- There's no use learning their name by heart." ] }, { "cell_type": "code", "execution_count": 32, "id": "459670c0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "EPSG:4326\n" ] } ], "source": [ "earth1 = gpd.read_file(r'ne_10m_coastline/')\n", "print(earth1.crs)" ] }, { "cell_type": "markdown", "id": "722b4818", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "There are many difference coordinate reference systems:\n", "\n", "- The way shapes get distorted on a map is arbitrary.\n", "- Some shapes might be restituted better than others - for example the maps we use in Europe usually stretches dimensions as we get closer to the poles" ] }, { "cell_type": "code", "execution_count": 35, "id": "0f7b55bc", "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "earth2 = earth1.to_crs('EPSG:3857')\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(12, 6))\n", "\n", "# Plot original data\n", "earth1.plot(ax=ax[0], color='blue', markersize=1)\n", "ax[0].set_title(\"Original CRS: {}\".format(earth1.crs))\n", "\n", "# Plot reprojected data\n", "earth2.plot(ax=ax[1], color='green', markersize=1)\n", "ax[1].set_title(\"MERCATOR projection: {}\".format(earth2.crs))\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d725eeaf", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "And this can have a lot of importance to care about it.\n", "\n", "- Take the point on the map corresponding to Bologna:\n", " - I write it in the \"EPSG:4326\"" ] }, { "cell_type": "code", "execution_count": 36, "id": "75065eae", "metadata": {}, "outputs": [], "source": [ "# Create a GeoDataFrame with two points in EPSG:4326 (WGS 84)\n", "points = gpd.GeoDataFrame({\n", " 'geometry': [Point(11.36081, 44.49300)],\n", " 'name': ['Point A']\n", "}, crs='EPSG:4326')" ] }, { "cell_type": "code", "execution_count": 37, "id": "6aa5d193", "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(18, 6))\n", "\n", "# Plot original data\n", "earth1.plot(ax=ax[0], color='blue', markersize=1, zorder = 1)\n", "points.plot(ax=ax[0], color='red', markersize=50, zorder = 2)\n", "ax[0].set_title(\"Original CRS: EPSG:4326\")\n", "\n", "\n", "points_correct =points.to_crs(\"EPSG:3857\")\n", "# Plot reprojected data (EPSG:3857)\n", "earth2.plot(ax=ax[1], color='blue', markersize=1, zorder = 1)\n", "points_correct.plot(ax=ax[1], color='red', markersize=50, zorder = 2)\n", "ax[1].set_title(\"Reprojected CRS: EPSG:3857\")\n", "\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "4c885625", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Polygon data\n", "\n", "Most of the time, in applications related to economics, we'll be using polygon data." ] }, { "cell_type": "markdown", "id": "ef976446", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Let's use one you're familiar with: the NUTS2 polygons.\n", "\n", "- The data is actually a json file, not a geojson:\n", " - The CRS is not specify at base. You need to know it and assign it" ] }, { "cell_type": "code", "execution_count": 38, "id": "2589353a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " id na \\\n", "0 DE50 Bremen \n", "1 DE60 Hamburg \n", "2 DE71 Darmstadt \n", "3 DE72 Gießen \n", "4 DE73 Kassel \n", ".. ... ... \n", "323 HR06 Sjeverna Hrvatska \n", "324 NO02 Innlandet \n", "325 NO06 Trøndelag \n", "326 NO07 Nord-Norge \n", "327 NO08 Oslo og Viken \n", "\n", " geometry \n", "0 MULTIPOLYGON (((963388.000 7003043.000, 958988... \n", "1 MULTIPOLYGON (((1087394.000 7077204.000, 10869... \n", "2 POLYGON ((1033792.000 6522170.000, 1038192.000... \n", "3 POLYGON ((1018591.000 6592427.000, 1045792.000... \n", "4 POLYGON ((1071794.000 6724745.000, 1071794.000... \n", ".. ... \n", "323 POLYGON ((1905835.000 5761827.000, 1892235.000... \n", "324 POLYGON ((1410611.000 8638872.000, 1362208.000... \n", "325 MULTIPOLYGON (((1594620.000 9639652.000, 15214... \n", "326 MULTIPOLYGON (((3121896.000 11064318.000, 3107... \n", "327 POLYGON ((1316606.000 8232159.000, 1312206.000... \n", "\n", "[328 rows x 3 columns]\n" ] } ], "source": [ "# Import the json file\n", "nuts2 = gpd.read_file('nutsrg_2.json')\n", "# Specify the crs\n", "nuts2.crs = 'EPSG:3857'\n", "\n", "print(nuts2)" ] }, { "cell_type": "markdown", "id": "b478dc5b", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Let's plot our NUTS2" ] }, { "cell_type": "code", "execution_count": 40, "id": "b4bcbbdd", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(18, 6))\n", "\n", "nuts22 = nuts2.to_crs(\"+proj=laea +x_0=0 +y_0=0 +lon_0=0 +lat_0=0\")\n", "\n", "# Plot original data\n", "nuts2.plot(ax=ax[0], color='blue', markersize=1, zorder = 1)\n", "ax[0].set_title(\"Original CRS: EPSG:4326\")\n", "\n", "# Plot reprojected data (EPSG:3857)\n", "nuts22.plot(ax=ax[1], color='blue', markersize=1, zorder = 1)\n", "ax[1].set_title(\"Reprojected CRS: EPSG:3857\")\n", "\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "454edebe", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Now, since this works like a `pandas`, we can do a lot of cool stuff with this data: for example let's take our data on regional inequality." ] }, { "cell_type": "code", "execution_count": 41, "id": "096cc741", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " country geo nuts_2 gdp_per_cap \\\n", "0 AL AL01 Veri 0.003624 \n", "1 AL AL02 Qender 0.005473 \n", "2 AL AL03 Jug 0.004054 \n", "3 AT AT11 Burgenland 0.030758 \n", "4 AT AT12 Niederösterreich 0.036336 \n", ".. ... ... ... ... \n", "285 TR TRB1 Malatya, Elazığ, Bingöl, Tunceli 0.005324 \n", "286 TR TRB2 Van, Muş, Bitlis, Hakkari 0.003489 \n", "287 TR TRC1 Gaziantep, Adıyaman, Kilis 0.006042 \n", "288 TR TRC2 Şanlıurfa, Diyarbakır 0.003563 \n", "289 TR TRC3 Mardin, Batman, Şırnak, Siirt 0.004472 \n", "\n", " pop weighted_avg_gdp_per_cap \n", "0 8.185263e+05 0.004505 \n", "1 1.157351e+06 0.004505 \n", "2 8.859667e+05 0.004505 \n", "3 2.931808e+05 0.043707 \n", "4 1.672299e+06 0.043707 \n", ".. ... ... \n", "285 1.733754e+06 0.008991 \n", "286 2.148854e+06 0.008991 \n", "287 2.771570e+06 0.008991 \n", "288 3.719735e+06 0.008991 \n", "289 2.254104e+06 0.008991 \n", "\n", "[290 rows x 6 columns]\n" ] } ], "source": [ "import pandas as pd\n", "# Import relevant packages\n", "gdp_per_capita = pd.read_csv('gdp_per_capita.csv')\n", "print(gdp_per_capita)" ] }, { "cell_type": "markdown", "id": "ad9805a7", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Let's compute the GDP per capita deviation of a region, and plot all the nuts2 regions according to how bad they differ from the average (in positive or negative)" ] }, { "cell_type": "code", "execution_count": 48, "id": "51912245", "metadata": {}, "outputs": [], "source": [ "# Compute the absolute deviation to the average\n", "gdp_per_capita['deviation'] = gdp_per_capita['gdp_per_cap']/gdp_per_capita['weighted_avg_gdp_per_cap']" ] }, { "cell_type": "markdown", "id": "834f0900", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Now we can merge that dataset with our previous one" ] }, { "cell_type": "code", "execution_count": 49, "id": "fa8aaa99", "metadata": {}, "outputs": [], "source": [ "to_plot = pd.merge(nuts2, gdp_per_capita, how = 'left', left_on = 'id', right_on = 'geo')" ] }, { "cell_type": "markdown", "id": "f9bb0903", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Create a colour map for our shaded plot" ] }, { "cell_type": "code", "execution_count": 50, "id": "07817cdf", "metadata": {}, "outputs": [], "source": [ "import matplotlib.colors as mcolors\n", "\n", "# Define a custom diverging colormap (blue for negative, red for positive)\n", "cmap = plt.get_cmap('coolwarm')\n", "\n", "# Normalize the data to center at 0 (diverging colormap)\n", "norm = mcolors.TwoSlopeNorm(vmin=to_plot['deviation'].min(), vcenter=1, vmax=to_plot['deviation'].max())" ] }, { "cell_type": "code", "execution_count": 51, "id": "4a1e07a2", "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create the plot\n", "fig, ax = plt.subplots(1, 1, figsize=(12, 8))\n", "\n", "# Plot the GeoDataFrame\n", "to_plot.plot(column='deviation', cmap=cmap, norm=norm, linewidth=0.8, edgecolor='black', ax=ax)\n", "\n", "# Add a colorbar\n", "# Add a colorbar\n", "sm = plt.cm.ScalarMappable(cmap=cmap, norm=norm)\n", "sm.set_array([]) # Set the array to empty as the data is already in the plot\n", "cbar = plt.colorbar(sm, ax=ax)\n", "\n", "# Customize the plot (optional)\n", "ax.set_title('Deviation of GDP per capita by Region', fontsize=15)\n", "ax.set_axis_off()\n", "\n", "# Show the plot\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "ccbed980", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "We've manipulated geographical data together with pandas. But what about other types of interactions between vectors?\n", "\n", "- Vectors allow for very diverse operations:\n", " - Merge geopandas according to their geographical coordinates\n", " - Overlay points and polygons\n", " - Merge polygons\n", " \n", "For example in the map we just made, the borders of the countries are not easy to distinguish. We can make them appear." ] }, { "cell_type": "markdown", "id": "211533c6", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "We dissolve polygons together to get the polygons of countries.\n", "\n", "- Then we want to underline the borders of the countries, so we take the boundaries of the polygons" ] }, { "cell_type": "code", "execution_count": 59, "id": "5c54074f", "metadata": {}, "outputs": [], "source": [ "countries = to_plot[['country', 'geometry']].dissolve(by='country')\n", "countries['geometry'] = countries.boundary" ] }, { "cell_type": "markdown", "id": "59eda78d", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "We can now overlay the two plots to better distinguish countries borders" ] }, { "cell_type": "code", "execution_count": 108, "id": "e29d9076", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create the plot\n", "fig, ax = plt.subplots(1, 1, figsize=(12, 8))\n", "\n", "# Plot the GeoDataFrame\n", "to_plot.plot(column='deviation', cmap=cmap, norm=norm, linewidth=0.8, edgecolor='black', ax=ax, zorder = 1)\n", "countries.plot(ax=ax, color='black', markersize=1, zorder = 2)\n", "# Add a colorbar\n", "# Add a colorbar\n", "sm = plt.cm.ScalarMappable(cmap=cmap, norm=norm)\n", "sm.set_array([]) # Set the array to empty as the data is already in the plot\n", "cbar = plt.colorbar(sm, ax=ax)\n", "\n", "# Customize the plot (optional)\n", "ax.set_title('Deviation of GDP per capita by Region', fontsize=15)\n", "ax.set_axis_off()\n", "\n", "# Show the plot\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c9caf207", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Raster data\n", "\n", "Vector data is amazing:\n", "\n", "- It's lightweight on your computer.\n", "- It's easy to use, hard to make a mistake when it comes to projection.\n", "\n", "But...\n", "\n", "- It's not adapted to many types of data.\n", "\n", "What if the data you want to study is \"continuous\"?" ] }, { "cell_type": "markdown", "id": "7e4ffe92", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Many types of data are almost continuous (in the way we capture them):\n", "\n", "- Environmental data:\n", " - Temperature.\n", " - Pollution.\n", " - Precipitations.\n", "- Visual data:\n", " - Satellite Images\n", " - Nightlights" ] }, { "cell_type": "markdown", "id": "c35ad272", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "### Why \"Almost\" Continuous?\n", "\n", "Because geographical data is composed of pixels:\n", "\n", "- You have to think of a map as an image, and an image as pixels\n", "\n", "Then the size of those pixels determines how \"continuous\" the data is, it is called the `resolution`.\n", "\n", "An image is nothing more than a matrix of numbers, interpreted into quantities of colours to mix together" ] }, { "cell_type": "code", "execution_count": 52, "id": "4e69abe5", "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[0 0 0 ... 0 0 0]\n", " [0 0 0 ... 0 0 0]\n", " [0 0 0 ... 0 0 0]\n", " ...\n", " [0 0 0 ... 0 0 0]\n", " [0 0 0 ... 0 0 0]\n", " [0 0 0 ... 0 0 0]]\n" ] } ], "source": [ "# To load the matrix back\n", "matrix = np.load('matrix.npy')\n", "print(matrix*1)" ] }, { "cell_type": "code", "execution_count": 53, "id": "884a0f55", "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the binary matrix\n", "plt.imshow(matrix, cmap='gray')\n", "plt.title('Binary Matrix Representation of Italy')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "f01a9736", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "The matrix of number becomes a map once:\n", "\n", "- You assign to it a resolution\n", "- You create `metadata` on what's the size of a pixel on the map:\n", " - In kilometers for example.\n", " - In `degrees` would be another unit of measure.\n", " \n", "Let's try it out." ] }, { "cell_type": "code", "execution_count": null, "id": "9ce031b7", "metadata": { "slideshow": { "slide_type": "-" } }, "outputs": [], "source": [ "!pip install rasterio" ] }, { "cell_type": "markdown", "id": "98cd5d95", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "First we define the geographical point where our raster starts (the upper-left by convention)" ] }, { "cell_type": "code", "execution_count": 54, "id": "0c52df81", "metadata": {}, "outputs": [], "source": [ "# Define the upper-left corner coordinates\n", "upper_left_x = 6.439538729773018\n", "upper_left_y = 47.8" ] }, { "cell_type": "markdown", "id": "d0615e49", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Then we define the resolution" ] }, { "cell_type": "code", "execution_count": 55, "id": "5ee354fd", "metadata": {}, "outputs": [], "source": [ "# Define the resolution (cell size)\n", "resolution_x = .35 # example resolution in degrees\n", "resolution_y = .35 # example resolution in degrees" ] }, { "cell_type": "code", "execution_count": 60, "id": "4555c089", "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "ename": "CPLE_AppDefinedError", "evalue": "Deleting output_raster.tif failed: Permission denied", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mCPLE_AppDefinedError\u001b[0m Traceback (most recent call last)", "Cell \u001b[1;32mIn[60], line 23\u001b[0m\n\u001b[0;32m 12\u001b[0m meta \u001b[38;5;241m=\u001b[39m {\n\u001b[0;32m 13\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdriver\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mGTiff\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[0;32m 14\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mheight\u001b[39m\u001b[38;5;124m'\u001b[39m: matrix\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m0\u001b[39m],\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 19\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtransform\u001b[39m\u001b[38;5;124m'\u001b[39m: transform\n\u001b[0;32m 20\u001b[0m }\n\u001b[0;32m 22\u001b[0m \u001b[38;5;66;03m# Write the matrix to a raster file\u001b[39;00m\n\u001b[1;32m---> 23\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m rasterio\u001b[38;5;241m.\u001b[39mopen(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124moutput_raster.tif\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mw\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mmeta) \u001b[38;5;28;01mas\u001b[39;00m dst:\n\u001b[0;32m 24\u001b[0m dst\u001b[38;5;241m.\u001b[39mwrite(matrix, \u001b[38;5;241m1\u001b[39m)\n", "File \u001b[1;32m~\\anaconda3\\envs\\python-econ\\Lib\\site-packages\\rasterio\\env.py:451\u001b[0m, in \u001b[0;36mensure_env_with_credentials..wrapper\u001b[1;34m(*args, **kwds)\u001b[0m\n\u001b[0;32m 448\u001b[0m session \u001b[38;5;241m=\u001b[39m DummySession()\n\u001b[0;32m 450\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m env_ctor(session\u001b[38;5;241m=\u001b[39msession):\n\u001b[1;32m--> 451\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m f(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwds)\n", "File \u001b[1;32m~\\anaconda3\\envs\\python-econ\\Lib\\site-packages\\rasterio\\__init__.py:327\u001b[0m, in \u001b[0;36mopen\u001b[1;34m(fp, mode, driver, width, height, count, crs, transform, dtype, nodata, sharing, **kwargs)\u001b[0m\n\u001b[0;32m 325\u001b[0m writer \u001b[38;5;241m=\u001b[39m get_writer_for_driver(driver)\n\u001b[0;32m 326\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m writer \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m--> 327\u001b[0m dataset \u001b[38;5;241m=\u001b[39m writer(\n\u001b[0;32m 328\u001b[0m path,\n\u001b[0;32m 329\u001b[0m mode,\n\u001b[0;32m 330\u001b[0m driver\u001b[38;5;241m=\u001b[39mdriver,\n\u001b[0;32m 331\u001b[0m width\u001b[38;5;241m=\u001b[39mwidth,\n\u001b[0;32m 332\u001b[0m height\u001b[38;5;241m=\u001b[39mheight,\n\u001b[0;32m 333\u001b[0m count\u001b[38;5;241m=\u001b[39mcount,\n\u001b[0;32m 334\u001b[0m crs\u001b[38;5;241m=\u001b[39mcrs,\n\u001b[0;32m 335\u001b[0m transform\u001b[38;5;241m=\u001b[39mtransform,\n\u001b[0;32m 336\u001b[0m dtype\u001b[38;5;241m=\u001b[39mdtype,\n\u001b[0;32m 337\u001b[0m nodata\u001b[38;5;241m=\u001b[39mnodata,\n\u001b[0;32m 338\u001b[0m sharing\u001b[38;5;241m=\u001b[39msharing,\n\u001b[0;32m 339\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs\n\u001b[0;32m 340\u001b[0m )\n\u001b[0;32m 341\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 342\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m DriverCapabilityError(\n\u001b[0;32m 343\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWriter does not exist for driver: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m%\u001b[39m \u001b[38;5;28mstr\u001b[39m(driver)\n\u001b[0;32m 344\u001b[0m )\n", "File \u001b[1;32mrasterio\\\\_io.pyx:1466\u001b[0m, in \u001b[0;36mrasterio._io.DatasetWriterBase.__init__\u001b[1;34m()\u001b[0m\n", "File \u001b[1;32mrasterio\\\\_io.pyx:332\u001b[0m, in \u001b[0;36mrasterio._io._delete_dataset_if_exists\u001b[1;34m()\u001b[0m\n", "File \u001b[1;32mrasterio\\\\_err.pyx:195\u001b[0m, in \u001b[0;36mrasterio._err.exc_wrap_int\u001b[1;34m()\u001b[0m\n", "\u001b[1;31mCPLE_AppDefinedError\u001b[0m: Deleting output_raster.tif failed: Permission denied" ] } ], "source": [ "import numpy as np\n", "import rasterio\n", "from rasterio.transform import from_origin\n", "from rasterio.io import MemoryFile\n", "\n", "crs = \"EPSG:4326\"\n", "\n", "# Calculate the affine transform\n", "transform = from_origin(upper_left_x, upper_left_y, resolution_x, resolution_y)\n", "\n", "# Define the metadata\n", "meta = {\n", " 'driver': 'GTiff',\n", " 'height': matrix.shape[0],\n", " 'width': matrix.shape[1],\n", " 'count': 1, # number of bands\n", " 'dtype': matrix.dtype,\n", " 'crs': crs,\n", " 'transform': transform\n", "}\n", "\n", "# Write the matrix to a raster file\n", "with rasterio.open('output_raster.tif', 'w', **meta) as dst:\n", " dst.write(matrix, 1)\n" ] }, { "cell_type": "markdown", "id": "c0b57c0a", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Now let's plot our raster next to our vector data" ] }, { "cell_type": "code", "execution_count": 61, "id": "56480c72", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import rasterio.plot as rioplot\n", "\n", "raster = rasterio.open(\"output_raster.tif\")\n", "\n", "fig, ax = plt.subplots(figsize=(14, 7))\n", "\n", "# Plot the raster\n", "rioplot.show(raster, ax=ax, zorder= 2)\n", "countries.plot(ax=ax, edgecolor='black', zorder = 1)\n", "ax.set_title('Raster Data')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3a9efa20", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "CHECK THE CRS!" ] }, { "cell_type": "code", "execution_count": 62, "id": "266006dc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: WGS 84 / Pseudo-Mercator\n", "Axis Info [cartesian]:\n", "- X[east]: Easting (metre)\n", "- Y[north]: Northing (metre)\n", "Area of Use:\n", "- name: World between 85.06°S and 85.06°N.\n", "- bounds: (-180.0, -85.06, 180.0, 85.06)\n", "Coordinate Operation:\n", "- name: Popular Visualisation Pseudo-Mercator\n", "- method: Popular Visualisation Pseudo Mercator\n", "Datum: World Geodetic System 1984 ensemble\n", "- Ellipsoid: WGS 84\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" } ], "source": [ "countries.crs" ] }, { "cell_type": "code", "execution_count": 63, "id": "32c07f0f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "CRS.from_epsg(4326)" ] }, "execution_count": 63, "metadata": {}, "output_type": "execute_result" } ], "source": [ "raster.crs" ] }, { "cell_type": "markdown", "id": "2181391d", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "When you need to adjust crs, always adjust the one of the vector" ] }, { "cell_type": "code", "execution_count": 64, "id": "e6cdb351", "metadata": {}, "outputs": [], "source": [ "countries = countries.to_crs('EPSG:4326')" ] }, { "cell_type": "code", "execution_count": 65, "id": "4a6fc094", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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8ebb3JBKJaNasWSSRSArlM2clhyL5FyePjDHGSoQrV658N2HM2DKSuMybvb293L6yZcvSo0ePZK6zYsUKUldXJwBUqVIlGj16tFBeS0uL7ty5Q0REc+bMIQA0fPhwIiL6448/CADVrFlTSAYzW7t2rVBPgwYNCAAZGRlRfHy8TLmAgAAaMGAA/fzzzzRz5kzq3LkzaWtrk6GhoXB+v3796Pz58xQZGamkT5uVNJw8MsYY++HExMRQhw4dcp1AZt60tLToxo0bwntzc3N69uyZXAuej4+PUGbQoEH04sULatiwIQEgdXV1Onr0qFB2y5YtQtmffvpJeH369Gm52I8cOZJlcvvXX38p9BkMGDBAph49PT36/fff6ePHj3n7UNkPQ5H8iwfMMMYYK5aICAAQExMDX19fGBgY4ODBgzA2NpYpV6lSJZQtWzbHulJTU2FtbY2BAwfCwMAAW7ZsQb169aCmJvs16evrCwBo3LgxJk6ciPbt2+PJkycwMTHBpUuX0L9/f7n4gPR+k0B6n0dHR0e56z9//lzmfXJyMkqVKoUJEyZ872OQsWjRIvTp0wetWrVC5cqVkZiYiHXr1qFy5cqYMmWKTEyM5ZWIithvUmxsLAwNDRETE4PSpUurOhzGGGNKRESIiIiAmZkZRCIRgPSVXgIDA9GlSxdh37eePHmCRo0aoU2bNvj48SMCAwMxcuRILFq0CG/fvsXly5exevVqJCQkyJ3bpk0bhIaGws/PT9g3Y8YMLF269Lvx9u/fH8ePH0eHDh3w5s0bfPr0CfXr18fJkydha2srU/br16+YMmUKEhISUL9+fTRr1gwdOnTI8p5iY2Nx8uRJAECpUqWgr6+PmjVrCgNt8oKIcPnyZSxduhRXr14FAFy4cAGdO3fOc52s5FIo/1KkSdPGxibL5v7x48cTEZFUKqV58+aRpaUl6ejokIODA/n4+Cit2ZQxxljxIhaLac6cOdSqVSt6+fIljRs3TvguuXbtGkmlUtLS0iIANG3aNBKLxRQaGkoJCQky9Zw5c0buu0hXV1cYwFKhQoVcP7KeO3duln0Qv3Xp0iVhUErFihWFPpFxcXHK+rjyTCqV0unTp2nEiBFUpUoV4V537dql6tBYEaW0Po/h4eEUGhoqbBn/I127do2IiJYuXUoGBgZ04sQJevHiBQ0cOJAsLS0pNjZWKcEzxhgrHiQSCW3atIm6desmJDLOzs5ZJnMZI6UtLS2FJE1PT48OHjxIROmJUcZIZ0U3kUhEpqamwvslS5bkKv7U1FSqUaOG0Lcx4/yFCxcq82MTvHv3jo4ePUrXrl2j169fU1RUVLYJ78uXL6ljx45y992rVy+5Ed6MZSi0ATN//PEHVa5cmaRSKUmlUrKwsKClS5cKx5OTk8nQ0JC2bNmS6zo5eWSMsZIjNTWVPn78SH379lUoyVu1ahXVrl1bZp+GhgZ5e3tTWFiYkMhl3iZPnkwBAQHk6elJampqpKmpSfXq1SNtbW2hjJ2dnTDVTfPmzXN9H+/fv5e7XufOnSkxMTHPn41EIqGNGzdSnz59qHXr1tSnTx9KS0uTK/fu3bssR4dra2uTjY0NNWvWjJydnWnUqFHUqFEjmUFAEydOpDNnzlBUVFSe42Q/hkJJHlNSUsjExIQWLVpEROm/3ADoyZMnMuV69uxJw4YNy3W9nDwyxljJkJaWRvPnz6fSpUt/d6Tzt/s+f/5M1atXz7J8mzZtstxvYmIiTJPj5+dHnz9/JqL0R+U3btwgPT09mfLdu3fP9b2IxWKqWrWqcO6kSZNILBbn6XOJiYmh0aNHC4/Zv723bwUFBZGJiYlCyXevXr3I398/T/GxH5Mi+VeeB8wcPXoUgwcPRmBgIKysrHD37l20bNkSnz59gpWVlVBu7NixCAgIwIULF7KsJyUlBSkpKcL72NhYYfknHjDDGGPF18mTJ9GnTx+ZfWXLloWamhri4+OFlVYy09HRwdChQ1GrVi2oqanh5s2bOHHihEwZNTU1UHrjh9z5nTt3zvb7xs3NDX379hXe165dGy9evMj1/URGRuLBgwcwNTVF06ZNcywrlUrRv39/3LhxAwkJCRCLxTA2NkbZsmXx8uVLSKVSoaylpSW0tLQQEBAAAKhbty5u3Lghs/pMZGQkli1bhnXr1sl8ZwLpI7grV66MkJAQ2Nraonv37rCwsMj1fTEGKHHATGadO3cmJycn4f2dO3cIAIWEhMiUGz16NHXp0iXbeubNm5flv5q45ZExxoq3u3fvyv1tv3r1KkmlUrp27ZrMI1YAVKZMGWrcuLFM38elS5dm27pWqlQpuX1WVlY5xuTq6kqtWrWiZs2a0cmTJ5Vy30lJSXKP3L/d1NXVqWvXrjKtgw4ODsJxHR0dcnNzk6s7NDSUdu/eTS4uLmRlZUVA+qo4LVu2JBMTEzIxMaGlS5cKra6M5ZbSH1t//PiR1NTUyN3dXdiX18fWycnJFBMTI2xBQUGcPDLGWDEnlUrJ3d1d5lGxmpoaLVu2jCwsLLJMqDIGx3xvU1dXpwULFlBKSgp5enrK1fftiiyF6ciRIzL33K5dO1qwYAGtWbOG+vTpQ7Vr16aJEyfKjR7PsGDBAhKJRML5RkZGNGrUKAoKCpIrGx8fT/369cvyMzIwMKB27dpRs2bN6Ndff6W9e/fyYBmWI6Unj/PmzSMLCwuZjr0ZA2aWLVsm7EtJSeEBM4wx9oOJiIigVq1aySU0f/75p1y/w283NTU1Wr9+vVx/x61bt5K7uzv17duXvLy85K559+5dGjhwIA0fPjxX0+4UNIlEQm3bthXiFYlENHny5DzV9eLFiywTbGtra5o3b55M4imVSunq1asy5bPqQwqA5s+fX1C3y0ogpSaPEomErK2tacaMGXLHli5dSoaGhuTm5kYvXrygQYMG8VQ9jDH2A0lKSqKmTZsSkD69TufOnalHjx40evRoioqKIjs7O+ER9cSJE2nWrFkyLW3r1q2j5ORkmaSncePGqr6t71q3bp0Qr6WlJT19+jTfdd64cYM6duwolwzq6+vLzS3p5+dHzZo1IwBUv359GjVqFG3dupUOHz5MLi4uQlzfLrfIWAalJo8XLlwgAPT27Vu5YxmThFtYWJC2tja1adOGXrx4oVD9nDwyxljxEBgYSC1atCArKysyNzenWrVqyUz6PXr0aKGPY4bPnz/TqVOnZB6hftvf/dy5czL7unbtqorbU0hGX00DA4MCr1sikZCrqyvVq1dP+ExGjBghV+7x48cyn1uVKlVozJgxZG9vLzzu50fXLDuFNs+jMnDyyBhjRd/ixYtlWgwzb2ZmZjLv//rrrxzryniUXa1aNSIi6t69u8z5mzdvLoxbyjNfX18h1pkzZyr1Wo6OjsIgmW/nhDx48KAQh6GhodzPpXPnzkqNjRVviuRfGmCMMcZyISUlBXPnzsWNGzfw4MEDmWMLFy7EkydP4ObmhoiICJljixcvRufOndGmTZss6922bRs8PDywfv16+Pv74+zZs8Kx2bNn45dffin4mylAp06dAgBoaGhgyZIlSr1WhQoVAABpaWkICQkRrnn//n08efIEADBnzhxMnz4dR44cQVBQEAwNDWFkZITu3bsrNTb248jzPI/KotA8Q4wxxgqUVCqFj48PqlatCl1dXZlj169fR7t27YT3ZmZmePbsmTC37/79+/Hzzz9nWW/lypXh7+//3esfPXoUAwcOBAAMHToUe/fuhUgkkikTGxuL33//HWFhYbC3t4ezszPq16+vyG0WqBYtWuDevXuwsLBAaGioUq4hlUrh7OyM06dPC/sGDRoET09PJCQkCPt69OiBw4cPQ09PTylxsJJLkfxLrZBiYowxVsRt3boVNjY2qFevHn766Se546ampsLrUaNGISQkRGZRiMyTec+ePRubNm2SOV8sFn83hh49emDChAlYsWIFdu7cKZc4zpkzByYmJnB1dcX58+cxf/58NGjQAE2bNs1V/QUtPDwc9+7dAwAMGzZMKdeIjY1F5cqVZRJHADh06BASEhLQvHlzHD16FG/evIGHhwcnjkzp+LE1Y4z94IgIM2fOxPLly4V9jx8/liuXOXlMTk7Grl27AAAHDx6EmpoavLy8hOM//fQT6tSpA2NjY8THx6Nv377Q0Pj+V46uri7Wr1+f5TFPT08sXLgQQPoqM+XKlUN4eDhSUlLg5eWFatWqwcfHp1CTp5s3bwIARCIRFi1apJRrjB07Fh8/fgQA9OzZE56engCAWbNmoX379ujQoYNcks2YMnHyyBhjPzCxWIyxY8di9+7dMvszlhU8f/48Pn/+jEaNGqFu3brC8Xv37uHAgQNZ1qmvr48aNWoAgPAIWlGpqam4ceMG9u/fj8OHDyM1NRWamprC8StXrqBt27YA0pOr7du348OHD7CxscHr169lEl1lyhxTbpLjvMhYQrFy5cqoVasWPD09Ub58eSxcuBBqavwAkRU+Th4ZY+wH8vXrV8yePRsRERFYuXIlXF1d5RLHmjVrYvbs2Zg7dy7+/fdfAEDv3r1lyrx//16ubi0tLXTr1g2zZ8/OVyLVoUMHXL16VW5/Wlqa8NrMzEx4vW3bNpQvXx7z5s3Dly9fUKdOHQQEBEBLSyvPMeSWsq/h5+cHPz8/AMC7d++EATnz58/nxJGpjrKHfiuKp+phjDHluH//vszULdra2mRtbS1MLJ2x/8WLF7RkyRKZsiKRiMzNzWnkyJGkpqZGOjo6Msd79uyp0IIQOck81Y+mpqbclDO9e/fO8rz169cLZWrXrq3UCbElEgl5eHhQhw4dhM+nIH3+/Jn69OkjtyyjhoYGbdy4USWr6LCSTZH8i//ZwhhjJVxaWhquX78Oe3t7mf0pKSkIDAwEkN7v0djYGAAQFBSErVu3ypQlIkilUtSqVQt//fUXkpOThWOdO3fG0aNHYWBgUCDxTp48WXidnJwMIkLDhg2FfRcvXsxySpwJEyZgypQpAAAfHx/06NEj19c8ffo0Jk+ejOfPn3+37Nq1a1GmTBk4OzvjypUrAIBOnTrl+lq58d9//8HNzU14b2dnh5iYGISEhGD8+PHcx5GplrIzWUVxyyNjjBWcRYsW5biWdMY2YMAAuZauzJuamhrVqFFDbn+FChUoMTGxQGOOiIgQ6n/z5g0REQUEBMhNPl6+fHl69eqV3Pm9evUSysyZM4d8fX1zvJ6Dg4NMvVWrViV3d/csyy5cuFCmrI6ODjk4OBR4K+eTJ0+obNmyMutV89KCTJl4hRnGGGP05s2bXCWOAOjs2bPk6uoqs2/ChAlUrlw5AkA2NjZZnufp6VngcY8YMUJ4FPztd4G3tzc1aNBAuL6uri6dPXtWro4yZcrIxGloaEh2dnbUqFEjmjdvHt24cYNGjx4tc1/frpijq6tLzZs3p3Xr1lFCQgIR/W81HAsLC3r8+HGB33tmUqmUevbsKST3jCkTJ4+MMcZk+gDmtFWqVEnoQ7du3TqytLSkLVu2EBHR/v37qVSpUnLnaGlpkYeHR47XT0hIEJKu3Nq3b5+QxDk5OWVb7ttE19TUlObPny8s2bd9+3YSiUTZLqH47dauXTsiItqyZQtZWVnJHVdXV6dWrVrJ9AtVtsWLFxMA0tDQoIcPHyr9euzHpkj+xSvMMMZYCXXv3j20aNHiu+VOnz4NR0dH4X1cXBzCw8OhoaEBW1tbAIC2tjaGDx+OKlWqoEmTJmjYsGGWfRylUikcHBzw5MkTJCYmAgDq1KmDrl27QltbG9ra2qhRowZ69OghN1L58+fPsLKyAhHBwMAAwcHBOX4PHDhwAH/++Sc+f/4s7DMyMsKbN29gbm4u7Lt9+za2bNmCsLAwhIaG4tWrVyAi6Ovro3bt2vjpp5/w+++/y4xefv78OTZs2ICLFy8iMDAQmb8qK1SoIPQVVZazZ8/CyckJRITNmzdj3LhxSr0eYwrlX0pNY/OAWx4ZY6zgXLp0iezt7bNtcVu5cqVM+Zs3b5KlpSUBoPHjxwvlNDQ0hD545cuXp759+9LRo0flRv0eO3Ys14/KTUxMqH379rRq1SoKCwuT6ev4888/5/oer127Ro0aNZKpWyQSUZkyZeinn34iHx8fmfJJSUkUGRmZ6/pDQ0OpTp06pK2tTT///DMlJSXl+ty8GjRoEAHpo9gZKwzc8sgYYz+or1+/Ql1dHerq6tDQ0MCOHTuwYsWKbFvKJk2ahNq1a0NDQwPbt2/HnTt3FLqeq6urzLJ8GXNDamlp4cKFC3j8+DHWrl2LmJgYSCQSSKVSJCUlZVmXvr6+sE6znZ0d3rx5o1AsO3fuxNixYyGVSuWOGRsbo0ePHli4cCHKly+vUL2qsHfvXri4uKBKlSrw9fXl0dVM6RTJvzh5ZIyxYu7x48c4efIkPn78KLPqi42NDQICAhSqS01NDfr6+oiLi/tu2dKlS+PZs2eoWLGisG/27NlYsmQJ9PT0hETwW8nJyTh58iTc3Nzw8OFDfPr0CRKJRKbeGzduoH79+grFDgCJiYl48+YNPnz4gN27d+PatWvC43MgfRnBv/76S5j8vKiKj4+HhYUFEhIScOfOnVx1P2AsPzh5ZIyxH0RAQIDQL1FRXbt2RfXq1fHixQtERkaiV69e+Pr1K7Zs2YLU1FQAQIMGDbBw4UKUKlUKDx8+hJ+fHwwMDNCiRQs4OztDXV1dps4DBw5g6NChUFNTk0kIv+fevXvYt28fNDU1sWzZMujo6OTpnrJy5coVLFu2DNeuXYNYLAYA7Nu3D0OHDi2wayiDi4sL9u7diwEDBmD79u38nciUipNHxhgrwSQSCcRiMebPnw8PDw+8fv061+daWlpi7ty5aN++PapWrYojR47g9OnTMDIywqtXr4RlAXV1dZGUlARDQ0OEhYVBW1tbpp7Y2Fjcvn0bnTt3llmK8MSJE+jXrx+A9EnIC2OJwNyKj49H+fLlERMTAwBYt24dJk6cqOKosnf16lV06NABQPqApe7du2PgwIFwcnKCvr6+iqNjJQ0nj4wxVkJFR0ejU6dOePToUY7lMtZ5trW1Rb169dCsWTPcuXMHjRs3FtaFXrt2LSZNmvTda0ZERMDU1FR4f/XqVXTp0gVisRgaGhqwt7fH33//jQ4dOsDMzAzR0dEoU6YMoqKi8nWvyjB8+HC4uroCSH+E/fbtW1StWlXFUWVv48aNWL9+Pd6+fSvs09XVRb9+/bB+/XoYGhqqMDpWkvBoa8YYK4GkUil17NgxxxHMQ4cOzXHd49jYWFq+fDk1bNgwy/PXrFkjTIQNgOzt7YX67t+/T7Vr18722pnXob58+XJhfSwKiYqKot69ewtxqqmp0bRp04r06i1SqZSePXtGs2bNokqVKgmxOzs7F+m4WfHCk4QzxlgJ5ObmJpewmZmZ0a+//ko3btygsLCw79aReaLrrDYrKyuaOXOmMN2Nt7c3ERE5OjrKlCtTpgxdvHiRJk6cKLdsYN++fZX9UeTb4cOHSUNDQ4j5999/V3VIuSKVSunixYukpaVFAGjJkiWqDomVEJw8MsZYCfTtEoGLFy+m5OTk756XmppKYrGYxo0b9925F+fNm0epqan0999/06FDh4iI6NSpUzJJ4+rVq+Wu8eLFC+rbty/17t1bWOWlqHN2dhbua8yYMaoORyHbtm0TWk4vXbqk6nBYCcDzPDLGWAlkZWWF0NBQAMD58+fRpUuXXJ23detW/PXXX4iMjMy2zMePH2FpaZnlAJfy5cvj06dPsLCwEK5fEujo6CAlJQXVq1fH06dPC3SEt7IREUaNGoXdu3dDV1cXixcvxsSJE+VGvzOWW4rkX2o5HmWMMaZyp0+fRqNGjdCkSROEhYXh69evuU4cAaBjx47Q19fPceSzkZFRlscPHDiAT58+AQA2bNigePBFWMZUQpMmTSpWiSOQPthn48aN6NSpE5KSkjB58mS0adMGHz9+VHVo7AfAySNjjBVhaWlpWLRoEZ48eYLY2FiUKlUKRkZGCtVRsWLFbNe5Llu2LHbu3JltS8Mff/wBALC1tUXfvn0Vv4EiLGP6obNnz6o4krzR1dXF+fPnsXnzZpQqVQp3797FnDlzVB0W+wFw8sgYY0WIWCzGwIED8ddff0EqlUJDQwNly5aFjo4Ofv75Z+jp6SlUHxFh9OjRsLOzg4GBgdzxBg0aYPjw4TL7fHx80LRpUxgaGgqPujOmtykppFIpdHV1AQDPnj1TbTD5oKamhl9++QX16tUDAOG/jCkTJ4+MMVaEfPz4EcnJyVi8eDEuXboEkUgEV1dXfP78GSNHjvzu+a6urmjSpAkGDhyIEydO4N9//4WFhQXi4+Nx6tQpufLnz5/HoUOHhPdSqRT29vbw8vJCbGwsAMDZ2Rlt2rQpuJssApYvX44vX74ASF8uce7cuVmuiV3USSQS/Pbbb7hz5w7U1NQwaNAgVYfEfgAa3y/CGGOssFSpUgXlypVD5cqVUatWLQDI9UTQTk5OiIuLw6NHj/Do0SMcPXoUAIT+fLVr18acOXNQt25dzJ07F8eOHUPDhg2F6wCAn5+fsCa1sbEx/vvvP7i4uBTkLRYJNjY2wuvw8HD8+++/sLa2xujRo1UYlWKSkpIwePBguLu7QyQSYcOGDShXrpyqw2I/AE4eGWOsiNm4cSOA9EERijhz5gyA9EeZrVq1QkhICPz9/ZGcnAwdHR1MnDgRPj4+2Lt3L7S0tHDy5Ek4OTnJLC9oZ2eHatWqwdfXF1FRUSX2MeigQYNgYGCA2bNn48WLFwCA58+fqziq3EtISECXLl1w584daGtrY//+/cKykIwpGz+2ZoyxIkYkEimcOL579w7z5s0DALRr1w43btyQaTFMTk7GL7/8gn///RdnzpzByZMn0bt3b1SsWBEBAQEydd27dw86OjogIrRt2xZisTj/N1UEVa1aVUgcARSbR/MSiQSDBg3CnTt3UKZMGVy8eJETR1aoOHlkjLFiLiEhAVWqVMGCBQsAAFeuXMGgQYOwZs2a754bHByMdevWyewzNjaGm5sbACAmJgbnz58v8JiLgidPngiv//zzz2KRgBERJk2ahFOnTkFbWxtnzpwpNkkvKzn4sTVjjBVzGfMVZnb48GEA6RN8jxkzBubm5jA0NIShoSFSU1Nx9uxZuLm5ITIyEhUrVpQ7v0uXLhCJRCAiqKmVzHaG+vXrC69v3LihukAUsHbtWmG+zX379mU5/RJjysYrzDDGWDEWFxcHDQ0NDBkyBCdPnhT2d+jQAZMmTULHjh2znQBbKpUiIiIC5ubmMo/J7927B2dnZ0RERAAAvL29UbduXeXeiIpMmzYNK1euBADMmTMH//zzj4ojyt7JkyfRt29fEBGWL1+OadOmqTokVoIokn9x8sgYY8XUpUuX0LlzZ5ibmyM8PFzY36JFC5w/fz7LeR2/Z/78+cLjbwBwdHTE6dOnCyTeoqp+/frw9vaGSCTCrVu30LJlS1WHlCU7Ozv4+vpi3Lhx2LRpk8L9YhnLCS9PyBhjJVxcXByOHTsGAELi2Lp1a9y5cwe3b9/OU+Lo4eEhJI4GBgY4c+ZMiU8cAeD27dvQ19cHEaFr165Fdr7HjO4DTk5OnDgyleLkkTHGipkZM2agdOnSMpN7A8C8efPQokWLPCUWfn5+woARIyMjhIeHo3v37gUSb1FXqlQpDB06FAAQHx8vM5CmKLG3twcA/P777/j69auKo2E/Mn5szRhjxQARQSQSISoqCiYmJvj2T3f9+vXx4MEDaGlpKVx3YmIiypcvj6ioKGhoaMDHxwd2dnYFFXqxUKFCBQQHB0NPTw9xcXFFcpDQly9f0KRJE3z8+BEdO3bEuXPnZOboZCw/+LE1Y4yVIOfOnYOFhQUcHR3RunVrmcSxRo0a2Lp1K27evJmnxDE2Nhb16tVDVFQUgPRR2j9a4gikJ9AAMGTIkCKZOAKAqakpPDw8oKenh8uXL2POnDmqDon9oIrm/yGMMcYEPXr0QHh4OM6ePYuXL1/KHHv//j1atmyZpz6Ofn5+KF++PPz9/QEAs2fPRt++fQsk5uJkx44dwmPgmjVrqjianNWtWxd79uwBkL4+9/3791UbEPshcfLIGGNF3MyZMwH8b7nCzC1jYrEYcXFxeaq3Xbt2iIuLg0gkwpw5c7Bo0aL8B1vM7N27F2PGjAGQPkho3LhxKo7o+/r374+hQ4dCKpVi+PDhSE5OVnVI7AfDySNjjBVBiYmJMDMzw/jx4+Ho6Ih27doJj6szRgP369cPr169EgZSKCqjv1zDhg2L9PyGyrRv3z7htb+/f7ZzYhY1a9euhaWlJd6+fYv169erOhz2g+HkkTHGiqDAwEB8+fIFe/fuRYsWLXDt2jW5MqmpqahWrVqer1G1alUAwNu3b/NcR3GXkSxaWlrC3NxcxdHknrGxMZYsWQIAWLp0KaKjo1UbEPuhcPLIGGNFUO/evQGkJ4jZySqh/B6xWIyjR4+icuXKuHz5MgAU2XkNC4OmpiaA9JHMV69eVXE0ihk6dChq1qyJr1+/Yvjw4T/0z5EVLk4eGWOsiCEiaGhowNraOsc5Gzdu3Pjdui5cuAArKyvo6elBXV0dmpqaGDhwIN6/fw8gvQVrx44dBRZ7cbNixQoAQFpaGjp06CDM91gcqKurY9euXdDW1oaHhwePvmaFhpNHxhgrQg4dOoTevXtDIpEgMDAwy5bHxo0b4+PHj/j555+/W9/SpUsRGhqKpKQkmZapcuXKwdXVFZGRkRg0aFCB3kNxUrlyZWzfvl3o/+nm5lasWvCaNWsmJP+LFy+Gj4+PiiNiPwJOHhljrAjx8PCAh4cHXr9+neXxOnXq4P79+7CxsclVfVZWVgAAPT097N+/H15eXoiLi0NwcDCGDRtWYHEXZ6NHj8bjx48BAElJSZg6daqKI1LM0KFD0atXLwDArl27VBsM+yFw8sgYY0XI6tWrUbFixSyPubi44OzZs1BXV891ffXr1weQ3tdxyJAhaNy4MUqVKlUQoRYbT548wbVr1+RW5cmsbt26aNu2LQBg/fr1OfY1LYpGjx4NIH30eHGLnRU/nDwyxlgRkJHYWFpaZrvCy99//43y5csrVG9GQpSamorw8PB8xVicnDt3Djo6OmjevDkaNWqE9u3bw9HREe/fv8fVq1cxbdo03Lp1Czt27MDQoUMxZ84c9OjRAwAgkUgwePBgREZGqvgucq9Lly4oW7Ysvnz5gnv37qk6HFbC8drWjDGmYmFhYWjdujVOnz6Nffv2YeHChXJltLW1ERwcDFNTU4Xq/vz5MywtLQEA58+fR5cuXQok5qKuU6dOwmjyzDQ1NZGWlparOjQ0NNC9e3esXr0alSpVKugQC5yzszM8PT2xcuXKYvfonaker23NGGPFiLe3N/z8/GBnZyckjjo6OqhQoYJQZtSoUQonjkB6ayWQnjR16tSpYAIuBjL6jFpbW8vs/zZxzBgoAwAmJibCI/0yZcpALBbD09MTlStXxu+//46FCxciLCxMyZEr7uTJk+jQoQM8PT0BAK9evVJxRKyk4+SRMcZUrGPHjmjRooXMvuTkZAQFBQnvMyaEVtTDhw8BpPd9zLysYUn28OFDfPr0CQDw9etXaGhoyCSJv/76KzZv3ozr16+jefPmaNOmDYD0R92TJk0CAFy5cgVOTk7COevXr8ecOXNQqVIlzJw5E1FRUYV3Qzn48OED+vTpIzNHZcuWLVUYEfsR8GNrxhhTsffv32PTpk1Ys2YNJBIJSpUqhfj4eJkyGzduxPjx4xWu29TUFJGRkRgxYkSJHolLRPjjjz9w+vRpfPjwIdtyISEhwmP8rEilUkRFRcHExAQJCQnYvn073r9/D319fVy5cgVeXl4AgGrVquHhw4cwNDQs8HtRxNevX2FiYgIAWLZsGYYPH16sVsphRQc/tmaMsWLEysoKgYGBaNGiBc6fP5/lxOArV67MU90Zj2kzEoySJi0tDZ8/f8bXr1+xfv36HBPHWrVq5Zg4AoCamprwWenr62PSpElYt24dlixZggcPHsDT0xPlypWDr68vZs2aVaD3kheXLl0CABgaGsLFxYUTR1YoOHlkjDEV09HRwdGjR3Hz5k3s2rULcXFxwjEzMzNYWVkJU7EoKmPC65L4yJqI0KxZM1haWsr1B814LxKJUKVKFQwePFiYyzGvRCIRevTogQEDBgBInxNS1TK6Njg6OqJs2bIqjob9KBT+a/Lp0ycMHToUJiYm0NPTQ/369WX+hxw+fDhEIpHMZm9vX6BBM8ZYSZScnIyjR4/K7DM2Nsa1a9cwe/ZshesLDAxEQkICAEBXV7dAYixqnj59KrzW1tZGqVKl0LNnT/z2229Yv349oqOj4efnhwMHDkBbW7tAr/ltP9XCJpVKcezYMQDIdm5QxpRB4/tF/icqKgotW7ZEu3btcO7cOZibm+Pdu3coU6aMTLmuXbti9+7dwnstLa0CCZYxxkoyHR0dODo64urVq0Kr1tu3b7Fnzx4sXrxY4fpat24NIoK6ujpGjhxZ0OEWCTo6OkhOTgYApKSkwM3NDV27dlVqS6utrS0AICAgQGnXyI23b98KA6KOHTuG4cOHo0qVKiqNif0YFEoely1bhgoVKsgkhhn/E2Wmra0NCwuLfAfHGGM/Ak9PT/zxxx8Qi8WIiIhASkqKzPFr164pXGdISAgCAwMBAFu2bJGbsqYkCA8PFxLHDHXq1CnQxFEikeDBgwcIDg6GjY0NmjZtirdv3wKAygfL2NnZYfLkyVi9ejV8fX2xbt06rFu3TqUxsR+DQv+HeXp6onHjxujfvz/Mzc3RoEEDbN++Xa7c9evXYW5ujmrVqmHMmDE/1KoGjDH2PcHBwfD29saHDx9w+/ZtODs74+PHjwgODpZLHIH0pQUV1aFDBwDp8zvmtb9kUeft7Q0AMDIywo4dO3Dr1i2ZuTHzKz4+Hg4ODmjZsiUGDhwIe3t7jB8/XrjGokWLVDplz5cvX2S6jTVs2FBlsbAfi0LJ4/v377F582ZUrVoVFy5cwLhx4/D7779j7969Qplu3brhwIEDuHr1KlatWgUvLy+0b98+yz+IQPpjhtjYWJmNMcZKokOHDqFRo0awtbWFg4MDnJyc4OHhkW35x48fY8+ePTh79qxC1xk7dizevHkDAPjnn3/yFXNRRESYO3cuevbsCQBo2rQpRo0ahVatWhXodW7evIk7d+7I7Hv+/LnQjz8mJgbnz58v0Gsq4vjx47h58yYAYOLEiRg6dKjKYmE/GFKApqYmNW/eXGbfxIkTyd7ePttzQkJCSFNTk06cOJHl8Xnz5hEAuS0mJkaR0BhjrEi7f/9+ln/rMm+Ojo4UEhJCycnJJJFI8nSd48ePC/W1bdu2gO+iaDh69KjMPQYHByvlOvHx8VSnTh2Zn5GamprMez8/P6VcOzfWrVtHAKhdu3Yqi4GVHDExMbnOvxRqebS0tETNmjVl9tWoUUPoV5PdOTY2NvDz88vy+KxZsxATEyNsmVdUYIyx4u7z589YsGABfH19oa6unm05FxcXuLu7w9LSEtra2nnqtxcSEoJBgwYBSJ/X8cKFC3mOu6h68eIFRowYAQD46aefcPXqVZQrV04p19LT00ODBg1k9mVMfQSkr9qjygEqTZs2BZDeVWzevHk4dOhQjvNcMlZQFBow07JlS6GjcAZfX1/Y2Nhke05kZCSCgoKynZhVW1u7wKZPYIyxosbNzQ1r164V+sZZW1ujdOnSiIqKQkhICOj/F/lydXVFv379ZJbEU4RUKoW9vT3S0tKgpqaGW7dulciZLp4/fy5MP9StW7csJ1QvKPv27cPevXuhpqaGsWPHonfv3qhWrRpOnjyJhw8f4pdfflHatXOjWbNmGDVqFHbu3Cl0T9DW1sbnz5/lZkFhrEAp0qT58OFD0tDQoEWLFpGfnx8dOHCA9PT0aP/+/UREFBcXR1OnTqW7d+/Shw8f6Nq1a9S8eXMqV64cxcbGFnizKWOMFXURERHUv39/6t+/PwGgKlWqUHx8PE2ePFnm8ae5uTl9/fo1z9fp16+fUNeWLVsK8A6KFolEQt26dSMA1LVrV6VdJzw8nExMTAgALV68WGnXya+kpCRatWoV/fzzz8LP/+zZs6oOixVDiuRfCiWPRESnTp2i2rVrk7a2NlWvXp22bdsmHEtMTKTOnTuTmZkZaWpqkrW1Nbm4uFBgYKBSgmeMseIiISGBOnfuTOXLl8+yv+P9+/fzXPfly5eFenLqg15STJs2TbjfefPmkVQqLfBrDBkyhABQ3bp1KTU1tcDrL2jR0dHCZzJ//nxVh8OKIaUmj8rGySNjrKSRSCQ0cODAbAfKrF+/Pl/1u7q6ytRXqVIlunjxYgFFX/SEhIRQly5dhPv18PAosLqlUin99ddfwuCYhw8fFljdyrRt2zahBTs0NFTV4bBiSGkDZhhjjCkmNDQU9evXx5EjRwCkrzFdp04d7Nu3D/7+/rh06RJ+++23fF1j2LBh2LFjB8zMzACkT6vWuXNneHl55Tv+osjS0hLnzp1DkyZNAEBmurj8EIvFGD16NBYtWgQAWLJkiXCNos7Ozk54XapUKRVGwn4EnDwyxpgS7dmzBy9evAAAbN++HRKJBM+fP8fQoUNRuXJldOzYsUAGfYwaNQrh4eHYtWuXMFL78uXL+a63qPLy8hKS4/fv3+e7voSEBPTq1Uv4/LZt24bp06fnu97C0qxZMxgaGiI8PBzVq1fHsWPHhMFYjBU0Th4ZY0xJzp49i3///RcAMHr06EJZ6WXEiBHCSNuSOm3LgQMH4ODgAACoVasWjh07lq/6vnz5gg4dOuDMmTPQ0dHByZMnMWbMmIIItdBoa2vDzc0Ntra2+PTpEwYMGIBu3boJI9MZK0icPDLGmBIcOXIEPXr0QFJSEhwcHLB8+fJCu7aenh6A9GUQSxKJRILp06dj6NChSE5OhpOTE+7du4fKlSvnuc7U1FS0a9cODx48gLGxMa5cuSKsXFPctG/fHq9evcLcuXMBABcuXMDWrVtVHBUriTh5ZIyxAnb//n2MGzcOUqkUI0aMwMWLF2FkZFRg9d++fRsDBgxA+/bt8ccff+D48eP4+vUrgPSE8dOnTwBQoNcsCjZs2IAVK1YASF9gwt3dHQYGBnmu78WLF5gxYwZ8fHxgbm6OO3fuoEWLFgUVrkro6upiwYIFWLx4MQDA09NTxRGxkkihScIZY4ylc3V1xYMHD9C+fXv069cPQHrS2KpVK0gkEgDpK3Bt3boVmpqacue/efMGvr6+6N69OzQ0vv+n+MuXLxg4cCDu3LmDlJQUYf+1a9ewbt06AICGhgbEYjEAQFNTExs3bsz3fRYVUqlUuM8lS5Zg5syZ+arvypUr6Nixo/B+1qxZqF69er7qLEosLCwAAPHx8SqOhJVE3PLIGGN5MGHCBGzevFlmCcCDBw8KiaCamhrOnTuXZeK4ZMkS1KhRA87Ozli4cOF3r/XkyRNYWVnh6tWrQuJoaGiIypUrw8DAQBhwk5E4AsDff/9dolYZ2bx5M96/f4/SpUvj999/z1ddCQkJ2LZtm/C+VKlSGDhwYH5DLDLi4uKEbhKZE2TGCozyZw5SDM/zyBgrDt6+fUvr1q2jz58/CyvDLF26lNTV1QkArVq1KsvzgoOD5eZ5TE5OzvY6kZGRpK+vTwBIXV2dRo8eTf7+/jJlJBIJ+fj40Jo1a2jIkCE0a9asgrvRIuDx48ekqalJAGjFihUKn+/p6Sl81pqammRgYCC8P3LkCKWkpCghatWQSqXUt29fAkBWVlb0+fNnVYfEigmeJJwxxgqQVCqlv//+m0qXLk116tSh8PBwIkpfGq5SpUpUtmxZGjVqlJCQNG3alKKjo7Osa8GCBXLJ4+XLl7Msm5aWRhUqVCAAJBKJ6Nq1a8q6xSIpLCyMBg8eLHxOOjo69NdffylUx9SpU7OcmL1KlSq0cuVKEovFSoq+cKWlpdG+ffuoUaNGQpJ89+5dVYfFihFOHhljrIC8f/+eOnbsKJN47N69m6KioigqKoqmT59OZcqU+W4yGBUVRQsXLswykfH09Mzy2vb29kKZ1atXK/lOiwapVErJycm0ceNGmc8o82esyHKBWX3effr0UcqShqo0d+5cmSR7z549qg6JFTOK5F88YIYxxnLg4OCAoKAgmX0jRozAiBEj0KRJE0RFRUFbW1vm+IYNG9ChQwcAwOfPn7F69Wps3rwZcXFxMuXU1dWxaNEiODk5yV132LBhuH//PgBgzJgxmDRpUgHeVdH04sULjB8/Hrdv35bZb2trC3V1dURHRwNArgYYAemDiTLUrFkTp06dwo0bNzBw4MACmZi9KKlbty5EIhGICJ06dcJPP/2k6pBYSab8XFYx3PLIGCsqEhISsl2POmPL6IuXeWvatCldv36dxo0bR9ra2nLHa9euTatWraLAwMAsr/v48WOhrIODQ+HedCEKCQmhKVOm0K1bt2jZsmVZfr7Lly+nTZs2EQDS09Ojo0eP5qrujPWpAVCtWrXk+omWREeOHBF+H9u1a8ffo0wh/NiaMcbyKCoqisaMGUPTpk2jpUuXyiUzZmZmWSY5WSWJGZu+vj5Nnz5deP/+/fscYzh8+LBQNi0trZDuvHBdvHgxy8+qU6dO9ODBA4qLixMeLb948YKWLVtGnTt3pvfv39PHjx9l6nr06BGNGTOGbty4QUREV65ckanzzJkzhX5/qnL58mVhQFD9+vXpwYMHJe4RPVMOTh4ZYywPjh07RkZGRkLSUbp06e+2PAKg+fPnU1hYGG3bti1X5V1dXXOMY9++fULZsLCwQrr7whMREZFli+2QIUOyPUcsFlNAQIBQdtGiRfTmzRsiInJwcBBagS9dukSOjo5CuZYtW/5wydPjx4/J3Nxc+AwqV65M69evJ4lEourQWBHGySNjjOVBw4YN5RIakUiUYyLYoUMH4XyJREK6uroyx8uVK0cWFhZkYmJChoaGZGtrS0+fPs02hoSEBKEOS0vLQrjrwrd27VoCQFpaWsLn1KxZM3r+/HmO54nFYlq0aJHM5zt9+nRq3bo1aWpqUqVKleS6FISGhhbSXRUt7969o0GDBpGenp7webRp04bevXun6tBYEaVI/sWThDPGfnhJSUlwc3ND+fLl5Y4REQDA3Nwca9aswaNHj2TWC868KknGyjIZWrdujeDgYISGhuLLly+Ijo7Ghw8fUL9+/Wxj6d+/P5KSkgAA58+fz89tFTnJyck4ffo0pk+fDgBYtmwZKL0RA/fv30edOnVyPF9dXR2vXr2S2bdhwwbcunULaWlpcmt5p6WlITw8vGBvopioVKkSDh48iPDwcKxfvx76+vq4efMm6tatiy1btqg6PFbM8WhrxtgP79y5c9izZw+io6Mxe/ZsLF++XGa1lurVq+P8+fOwsbEBANjZ2cHb2xv16tXD6NGjhXKampp4/Pgxnj17Bl1d3Tyt7pGR7GhoaKBu3br5vDPVS0pKwrZt27B37148ffpUSMadnZ3ztFKMsbGxzPvExEThdWpqKpo1a4Zff/0VBw8eRMOGDb+bkJZ0+vr6mDBhAhwdHTFy5Ehcv34dv/76KypVqoTOnTurOjxWXCm5FVRh/NiaMVbYtm7dSrq6umRrayuszpGxTZ06tVAnkr5165Zw7U2bNhXadZVl4MCBct0Ahg4dSnFxcXmq7+PHj2RiYiLXfWDkyJHk6elJSUlJBXwHJYdEIqGhQ4cSAOrduzf3gWQyFMm/RET//8/AIiI2NhaGhoaIiYlB6dKlVR0OY6yEIiJcv34dK1aswLlz57Itp6Wlhbdv38LW1rbQYqtevTrevn0LIyMjfP36tdCuW9DOnj0LR0dH4b2WlhaGDx8u89g/t9zd3fHs2TPMnDkTM2bMwMmTJ2Xm3zx+/Dj69u1bIHGXZPfu3UOLFi0AAH369MG+ffugp6en4qhYUaBI/sV9HhljP5yUlBSMHDkS7du3x7lz5yASieDs7Jxl2dTUVFSsWBFfvnwptPgyJniOiooSJsYuji5cuCDz3sfHJ0+JI5D+WSxYsAAzZ87EunXrZBLHqlWrolWrVvmK9UfRvHlz7N+/H1paWnBzc8Off/6p6pBYMcTJI2PshxEdHY358+ejevXq2LNnD9TV1TF+/Hj4+fnB3d0d48ePh6amZpbnXr58udDi3Lx5M4D0QQ9lypQptOvml1Qqha+vLyIjIzFp0iSsX78eAGBpaQkXFxdUqVIlz3W7uroCSP9MmjdvLnPs4cOHKFu2bN4D/8EMGTIEe/bsAQBs27YNsbGxqg2IFTucPDLGSrSQkBD07t0bZ8+exbp167BgwQJ8/PgRADB69GgMHjxYGGW9ceNGREVFYfXq1TJ1lClTRmZUtbKlpqYCQLEb0LB582bY2dnB1NQUa9euBRHBwMAA169fx549e/K1JODly5fh7++P9u3b4969e8L+/fv3F6sEu6jw8vICANSoUQOlSpVScTSsuOHR1oyxEikhIQFpaWlo27Yt/Pz88O7dO7x48UKmzNatW7F161aYmppiypQpmDlzJvT19TFp0iSYmppi+fLlWLduHdq2bVuosRsbGyM6Ohr+/v6Fet38CgsLk3k/cOBALF++HNbW1vmuW0NDA2ZmZjAxMRH2paamZttSzLLn5+eHDRs2AAD+++8/qKlxOxJTDP/GMMZKpIEDB8LIyAh+fn4AgJcvX2Zb9suXL5g9ezZCQkKEfUOHDsXz588LPXHMiAdAlvNOFmXt27cXXjdo0ACHDh0qkMQxQ2pqqtCRv0WLFpw45tH06dORlpaG7t27o1OnTqoOhxVDnDwyxkocb29vnD17VmafVCrN8RwtLS2Ym5srM6xci4uLA4BiNQhEIpHA3d1deJ8xEKkgmZqaCgljcWuVLSquX78Od3d3qKurY+XKlaoOhxVT/NiaMVaivH//Ho0aNcK3s5Dp6+vD1NQUVapUwahRo5CQkIBHjx7h8ePHePv2LX766aci05KVMUXPjh07MGrUKFWHk63o6Gj8/fffsLCwwLVr13D16lUA6SvHKGsAi7GxMcLCwhAeHg4iKvAEtSSTSqWYMmUKAGDcuHGoUaOGiiNixRXP88gYK/YkEglu376NCxcuwN/fH8eOHfvuOb6+vqhatWohRKe4GTNmYPny5RCJRIiOji6yfws3bNiAiRMnCu/19PSwadMmDBs2TGlJ3YkTJ9CvXz8AQEREBExNTZVynZKGiPDbb79h8+bNMDQ0hJ+fH8zMzFQdFitCFMm/OHlkjBVrRIRx48Zh27ZtCp+blJQEHR0dJUSVP8nJyShVqhQkEgnGjRsnTN1T1Dg5OeHMmTMA0tfx3r59O+zs7JR6TalUCisrK4SFhUFLSwsfP36EpaWlUq9Z3CUlJWHy5MnYunUrRCIRDhw4gEGDBqk6LFbE8CThjLEfxrhx43D9+vXvlrOzs8Pr169lBnXcunVLiZHlnY6ODtq0aQMAOHz4sIqjyV7GyGdNTU3UqFGjUCZSV1NTw7p16wCkD6DJeFTOsnbnzh00aNBAmJx9x44dnDiyfOPkkTFWLIWFhaFdu3bYtm0bfH19AUCu1atz585wdXXFlClT4OnpierVq8PNzQ2Ojo6ws7Mr0n2+6tWrB+B/cz4WRStXrkSZMmWQlpaG3bt3o0OHDoVy3QEDBuCXX34BADx//rxQrlkc3bp1Cw4ODnj79i0sLS3h6emJkSNHqjosVgLwgBnGWLF0+PBhuRbHhQsXYu7cuXj9+jUMDAywf/9+uX5dhoaGOH36dCFGmjcZc1IW5UeyAQEBiI6OhpqaGjQ0NDBt2rRCu/bTp08BoMj2W1W1oKAgDBs2DBKJBD169ICrqyuMjIxUHRYrITh5ZIwVOykpKbh7967c/rp16+LatWv4559/0KtXr2I9ICCjNbUwV7ZR1JEjRwAA/fv3h6urK7S1tQvlulKpVFghpV27doVyzeLk06dPaN++PT5+/IjKlStz4sgKHD+2ZowVOzNmzMDRo0dl9unp6cHCwgJly5bFxo0bi/3kx+Hh4QAAe3t7FUeSNSISRrUPGDCg0BJHIL3fo4WFBQDkamT9j+Tz589o3749/P39YWtri6tXr3LiyAocJ4+MsWLl8ePHwoCJZcuWwd/fH1FRUXj79m2JmaEhPj4eKSkpAIAuXbqoOJqsPX78GAEBAdDX10e3bt0K/foDBgwAAMyZM6dQBuoUBxEREejQoQN8fX1hbW2Na9euFegKP4xl4OSRMVasnDp1SpgAXCwWo3LlyihTpkyxW8ovJxcuXBBeN2rUSIWRZO/r168A0iftVsV0R//99x/Kly8PsViMXbt2Ffr1i5r4+Hg4Ojri1atXKF++PK5duwZbW1tVh8VKKE4eGWPFBhHhw4cPwvtz586pMBrluX37NgBAXV0d0dHRqg0mC2lpacLUL0FBQVizZk2hx6CmpiY80i+pvwe5lZqaij59+sDLywsmJia4dOkSKlWqpOqwWAnGySNjrNj4+++/sXfvXuF9Wloa0tLSVBiRcmQMApFIJKhSpQqCg4NVHJGsmzdvws3NTXjv6upa6DEkJyfj+PHjANLXa84YYPSjkUqlcHFxwaVLl6Cvr4+zZ88W6UFWrGTg5JExVmwEBQXJvH/w4AHmzJmjomiUp2fPnli/fj0AICoqChUqVECpUqXw+vVrFUeWbsmSJTLvVTF3YFhYmMz7U6dOFXoMqhYUFIS+ffvi8OHD0NDQgJubG5o2barqsNgPgJNHxlixsXHjRhgaGgormwAQHp+WNBMmTMDWrVuhrq4OAEhISEDTpk2FvoaqIpVKcePGDQCAvr4+AKBmzZqFHoeNjQ3++usv4X21atUKPQZVevDgAWrUqAF3d3eoq6tj79696Ny5s6rDYj8ITh4ZY8WGhoYGZsyYgeTkZGHf4MGDVRiRco0dOxapqalwc3ODSCRCfHw86tatC7FYrLKY1NTUhMFJY8eOxbZt22SWfCxMnz59El47OjqqJAZV+PLlC/r374+EhATY29vjyZMnvOQgK1ScPDLGio2ePXti9uzZSExMBAA4OTlhw4YNKo5KudTU1NC7d2+sXbsWQHrClLm/oapiAtJb+8aMGSO8L2yZl6NUVQyFTSqVYujQoQgKCkLVqlVx4cIF1K1bV9VhsR/Mj/F/G2Os2Pv8+bPwyDZjqp5mzZpBJBJ999zg4GA0btwYffr0wdu3b5Uap7L8/PPPwmtDQ0MVRpKetAPA/fv3VRZDUFAQdu7cCaBktz5n5uXlhVatWuHChQvQ0dHB8ePHS8zcpqx44eSRMVYslC1bVu6Lct68efjjjz8QFBSEW7duYd68eahUqRJEIhE0NTXh6OiIyZMnw9nZGY8fP8bJkydRvXp1dOjQQeV9BxWVMRG3mpoaHBwcVBpLREQEgPRR1osWLVJJDL/99hv8/f0BAH/++adKYigsX79+xciRI9G0aVPcu3cP+vr6cHV15RZHpjK8tjVjrFh4/fo17ty5I7NPKpVi3bp1woozmYnFYpw9exZnz56VO3b16lWYmJjg5cuXKhnskVtSqRR3796Fh4eH0Mo3depUlUzKnVlGn8tu3bqhVq1aKomhbt26wghriUSikhgKQ1xcHDp16oQnT54AAIYNG4YlS5bAyspKxZGxHxm3PDLGioWIiIh8z+k4evRomfdv3rzJV33KNGPGDGhoaKB169ZYuXIlgPRWx8WLF6s4MkBXVxcA8O7dO1StWlUlMVy5ckV4bW5urpIYlC0pKQljxozBkydPYGZmhrt378LV1ZUTR6Zy3PLIGCsWIiMj5fb17NkTycnJ8PPzQ+PGjeHk5ISuXbvC3NwcEokEHz58gI+PD2JiYuDs7IwyZcpg69at2Lx5MxISEtCrV6/Cv5FcunLlitC3U0dHBxYWFpg6dSo0NFT/ZztjjkVDQ0OVtDzev39faIlt3LhxiVy/+cqVKxgwYIDQvWLnzp1o3ry5iqNiLJ3q/woxxlgudOvWTUicMh6bpqamYs2aNahRo4ZceXV1dVSpUgVVqlSR2a+mpobffvtN+QHn05w5c4Tk9sGDB0Wqf1vz5s1x4cIFvH79GpGRkTLzbhaGPXv2AEifuunmzZuFeu3CsHv3bowdOxZisRiGhoZwdHT8oaYiYkUfP7ZmjBULX79+hVQqlZnj8Pz586hZsyY+f/6swsiUw9nZGXp6egCQZZ9OVZoxYwaqV6+O+Ph47Nixo9CvX6FCBQDp/4i4evVqoV9fWYgIc+bMwciRIyEWizF48GCEhYXhwIEDP8xURKx44N9GxlixEBoaCqlUmuWxjx8/Fm4whaRhw4YAgBMnTmR776qgo6MDS0tLAMClS5fw6tWrQp24fNq0aUI/R29v70K7rjKlpqbi559/xsKFCwGkr+O+f/9+aGtrqzgyxuRx8sgYKxYyBmZkDNYoU6YMbt++jYsXL8Le3l6VoSlNxhrS0dHRmDdvnoqjkZWxbOKVK1dQq1YttG7dGidOnMDq1auFKXSU5d9//0V4eDgA4NChQ4iOjsaiRYtw+/ZtpV5XWYKDg9GnTx8cOHAAGhoa2LlzJ/79999czWHKmCqIKKNHdhERGxsLQ0NDxMTE8OSnjDEZvXv3hru7u/De3d0dzs7OqguoENjb2+PBgwfQ0tJCVFSU8Chb1b58+YKZM2cKE3Vn1rhxY3h5ecHb2xvv3r1D7969CyQRevfuHVavXo0TJ05k2VWhTZs2wrrbqkZECAgIQIUKFaCurg4iwoEDB7Br1y5ERESgdevWqFSpEoyNjTFq1CgAgKamJtzd3dG9e3cVR89+RArlX1TExMTEEACKiYlRdSiMsSImICCAAAhbnz59VB2S0gUEBJBIJCIAtHr1alWHIyc+Pp4qVapEAKh06dLCz2b9+vVUqlQpAkDLly/PsY7U1FTy8vKi+/fvU3R0dJZlIiMjSUtLS6hfTU1N5ncBAFWvXp1Onz5NBw4cyLYeZQsPD6fXr1/Tr7/+SgDIzs6O2rdvLxdrVpubm5tKYmaMSLH8i5NHxlixkvnLtl69ejmWff78OR0/fpxSUlIKJzglSEtLIw0NDQJAS5YsUXU4WYqMjCR3d3dKTEykxYsXZ5kYRUVFZXnutWvXqHLlynLlXVxcyMXFhQICAoiIKDQ0VCZp1NXVzTERmz59OiUkJJCnpyfFxsYq/TNISEigoUOH5ipJnDx5MnXq1El4X758edq/f7/SY2QsJ5w8MsZKrCNHjpCenh4BoAYNGtDdu3eFY1KpVHi9aNEi4ct5586dqgi1QIwfP164j1evXqk6nO+SSqU0YcIEuYRpzJgxcuWOHj1KhoaG2SZZpUuXppEjR9Lw4cNzTMY0NTXl9o0dO5YaNGhAAGjq1KkFfo9RUVF06NAh4XoZv5OZt4yW0lq1atGKFSvI1taW7Ozs6OzZs0RElJycLPM7y5gqKTV5DA4OpiFDhpCxsTHp6upSvXr16NGjR8JxqVRK8+bNI0tLS9LR0SEHBwfy8fFRSvCMsR9TkyZNZB5fjhw5kszNzalLly4klUpp//79Ml/iz549U3XIeWZvb08AqGrVqqoOJdekUilt376dnJycZH4OaWlpQpnw8HBSV1eXOT5o0CCysLCQ2deiRQu5pKxcuXJy+8zMzLJNLjt06JDve/r8+TOFh4eTj48PNWrUKMdkdurUqbRlyxZq164dNW7cmL58+SLz2XDCyIoipSWPX79+JRsbGxo+fDg9ePCAPnz4QJcvXyZ/f3+hzNKlS8nAwIBOnDhBL168oIEDB5KlpWWuHxtw8sgY+56///472y9ud3d3qlGjhvC+b9++qg43XwYNGiQkR8WNVCqV6afYpk0bkkgkRER05coVKlOmjMzPrk2bNnI/z2rVqsm8X7BgAXl5eeXq8XDmZO7EiRM0btw4evXqlULJW3R0NI0YMeK717C1tSU1NTWV9rdkLD+UljzOmDGDWrVqle1xqVRKFhYWtHTpUmFfcnIyGRoa0pYtW3J1DU4eGWPfc+LEiVwnDi9evFB1uPlSvnx5AkD169dXdSgKS0xMFAbNZGweHh5E9L/H1m3bts31z/LKlStElN7Hsnv37rk+79GjRzLvV6xYkW3M/v7+tGjRImrevDnNnDlTppU7Y+vatSsFBwcLLamBgYG0Z88e7rfIijWlJY81atSgSZMmUb9+/cjMzIzq169P27ZtE46/e/eOANCTJ09kzuvZsycNGzYsyzqTk5MpJiZG2IKCgjh5ZIzlaMqUKblKGgYOHKjqUPPFxcVFuJddu3apOpw8CQwMpIMHDwqPo5s1aybX8vf161eZASRZbZ07d6bIyEiKj48XzpdIJDR79mzq168fzZo1izZs2ECGhob0+vVrGjVqVI71icViIkr/Dvr06RO9ePGCpk+fnmVZExMTunXrFiUnJ1NYWFihf4aMFQalJY/a2tqkra1Ns2bNoidPntCWLVtIR0eHXF1diYjozp07BIA+ffokc96YMWOoc+fOWdY5b968LP9n5eSRMZadDRs2yPy9yPxoNGMzMjIiPz8/VYdKROkjhfv160eTJk2iiIiIHMsuXLiQateuTebm5sK9tGvXrpAiVZ7Pnz+Tjo4OAaANGzZQcnKyXBkgfaCLpqamzFQ8Ojo6dODAAapYsSJZWFjQwYMHc7xWWlrad/9hoa+vTwCEaZAybx07dqQFCxaQgYEBGRkZ0ePHj5X1sTBWZCgtedTU1KTmzZvL7Js4cSLZ29sT0f+Sx5CQEJkyo0ePpi5dumRZJ7c8MsYUtX79+hyTxzJlyhSZL/yIiAhhqh0ANGDAgGzLduvWTS6RadiwYbGeaiizBQsWEADS0NAgKysrofUvw/nz5+nkyZMUHx9Pq1atouHDh5OXlxcRER07dkz4TNzc3CgwMJA2bNhAoaGhcteRSqVUq1YtAkCGhob022+/0bRp07JNJNXU1MjU1JRq1KhBu3fvFuqJiYnJdoohxkoapSWP1tbWNGrUKJl9mzZtIisrKyLK22Prb3GfR8bY94SHh1O9evVybFkKDg5WdZgkFotp4cKFMnFVr1492/IZ/RszWhvXrVtXiNEqX3JyssxnceLEiVyfK5VK6eHDh/T8+XMiInJwcKC6devKNWhkSEtLI0dHR2rYsCEFBQUREdGHDx/kpvXZu3cvj35mjBTLvzSggJYtW+Lt27cy+3x9fWFjYwMAqFixIiwsLHDp0iU0aNAAQPpi7zdu3MCyZcsUuRRjjGXLzMwMa9euRdu2bbMt8+jRI5QrV67wgsrC77//jk2bNsns27ZtW5ZlpVIpqlSpguDgYADA1atXlR5fYbp8+TLGjh0rsy8qKirX54tEIjRp0kR4379/f3z8+BGDBw/OsryGhgZOnjyJ2NhYmJiYAABsbW3x4cMHhIaGok6dOtDW1lboHm7fvo3o6Gg4OjoKyy0SEc6dO4dGjRqhbNmyICJek5qVfIpkpQ8fPiQNDQ1atGgR+fn50YEDB0hPT09mhNnSpUvJ0NCQ3Nzc6MWLFzRo0CCeqocxVuA+f/6cbaujiYkJJSYmqjrELAeBZKdp06Yy/TVLkoCAAJk+jDVr1qQxY8Z8t//n98THxxdQhFl7+fIlffnyhUJDQ4V+lEOGDBFGWWd+lJ6xaWhoUMeOHWnXrl0UHR1NEomEWzZZsaDUScJPnTpFtWvXJm1tbapevbrMaGui/00SbmFhQdra2tSmTRuFpsrg5JExlltZTQzdrVs32rNnj6pDI6L0/t7fxpddIpExYbaVlRXFxcUVcqTKk5ycTI6OjjKfwd27d6lRo0akq6tbKEsH5kXmQTdDhgyhsmXLCgmwo6MjDR48+LuDcrS1tcnY2JhMTU1p48aNlJqamuM1JRIJJSUlFdIdMiZLkfxLRESkjBbNvIqNjYWhoSFiYmJQunRpVYfDGCvCunfvjnPnzgnvt23bhuXLl8Pf3x9r167F77//rsLogCpVquDdu3cy+yIjI2FsbCxX1sLCAmFhYejcuTMuXLhQWCEqTVpaGmbNmoVVq1bJHatRowZev34NAAgMDESFChUKO7wcicVi/PLLL9i1a1euyg8fPhzh4eEQiUSYMGECnjx5ggMHDuDVq1dyZR0cHJCamoqUlBSYmJigbt26qFevHszNzTF79mz4+flh+/btGDhwYEHfFmM5UiT/4uSRMVasRERE4Pnz52jdujXq1KkDX19fWFtbY9OmTTAzM0OzZs0AAPr6+ggKCoKRkZHKYj148CCGDBkisy8xMRG6urpyZQcPHoxDhw6hdOnSiImJKawQlWbz5s0YP358jmXq1KmD58+fF1JEOZNIJFi3bh3WrFmD1NRUfP78Wa5Mo0aNYGlpCXNzc1SuXBmJiYlwcXFB1apV5coSEV6+fIm4uDjcv38fS5cuBQCEh4fnKh4vLy80btw4fzfFmAI4eWSMlVjOzs7w9/dHw4YNsX//fgDAoEGDkJCQgDNnzkAikQhlFy1ahNmzZ6sqVADAL7/8IjNIZs6cOfjnn3/kyt25cwetWrUCkJ4gm5qaFlqMynD+/Hl069Yty2MVK1bEhw8fcOXKFbRv376QI5OXmJiIP/74Azt27BD2aWho4PDhw2jVqhVSU1Oho6MDMzOzfF3j7du38PX1hba2NrS1tfHp0yd4e3vD29sbz58/l/lHw7Fjx9CvX7983RdjilAk/1JotDVjjKnapEmTMHfuXCQlJQn7Dh06lGXZoKCgwgorW2XKlJF5v2nTJjg6OqJp06Yyo3Lr1KkjvH7z5o2QSBZX2bWeXr58GW5ubmjWrJnKE8eoqChMmjQJJ0+eRFxcnMyx58+fo0aNGgV2LT09PTRo0ECYiSQzIkLr1q1x584dAEDDhg3h5ORUYNdmrMApse9lnvCAGcZYTuLi4ujs2bMUHBwsMzghY/WSzFt+R/Pm119//ZXjgApjY2MaNWoURUZG0rp164T9JWHAzPHjx+Xut0+fPoUeR0pKCr1+/TrLgUqLFy8WYqtYsSJt2bKFvLy8slz9RpmuXr1KAEhXV5e2bdum9FHkjGVFqaOtlY2TR8ZYbu3bt48cHR2pbdu2Wa4akpCQUKjx3L17l37//XcKDQ2lkSNHysRjamqabRJpZ2cnjMwuXbp0ocZcUPz9/YWkZ+7cuTKr/pQuXZpOnTpV6NMnJSQkUIsWLYTEVSqVUmBgIE2bNo3+/vtvsrOzIwC0bNkykkgkhRpbZl27diUA9Ntvv6ksBsY4eWSM/TAyVgz5dolCGxubQotBKpXSsmXLsk0Ozc3NKSQkhA4ePJhtmYyW0xYtWhRa3AUhJiZGSHx79OhBp0+fzvL+Ll26VCjxJCcn0/Xr1+nQoUNCUpaxlS1blrZu3SoX26dPnwoltqw8ePBA+MfOu3fvVBYHY5w8MsZ+GE+ePCEXFxeZ9aMztqzWPVaGRYsWZZkwTZ48mUJDQ2X+nm3bto1EIpGQbH0b95UrVwol5oIya9asHB/NGxgYkKWlZaGtzz1mzBi5GHr37i185llt0dHRhRLbt86ePUulS5cmADRw4ECVxMBYBk4eGWM/lFevXgmJQM+ePalDhw40YcIEEovFSr/28ePHhdbPlStX0unTp8nDwyPbya/DwsJIV1dXaG3S09MTYq9cubLS4y1IISEhOSaOGhoa9PDhw0KN6e+//5aLQyKR0JkzZ4T39vb2tHfvXqG1t7BaRTNbvXq1MOl469at6cuXL4UeA2OZcfLIGPuhZAzOaNKkSaFeM6PPHAD66aefcrUMXUJCAjVq1Eg4788//6Q+ffrQ7NmzC611Lr82bdpEY8eOpXLlygkDPS5dukSNGzemSpUqUeXKlal169aFkrx/SyqV0rFjx2jOnDnCZ1y7dm0yMDAQ3k+dOpWIiAYMGCD0yfT19S20GJ8+fSrEMmrUqGLzc2clmyL5F0/Vwxgr9gIDAwEAJiYmhXbNSZMmITg4WHi9YsUKmal3sqOnp4eHDx+ibNmy+PLlC0xNTbFixQplh5tvnz59wosXL/DhwweZyb81NTWRlJSEjh07okOHDpBIJFBTU4OamppK4hSJROjXrx/69euHGzdu4ObNm/Dx8QEAVK9eHfb29vDw8IC3tzecnJxw9OhRxMbG4s2bN1lO9q0M5ubmwuvFixdDS0urUK7LWEHh5JExVuw5ODgAAC5evIjXr18X6Px8WdmzZ4+QOB4+fFjhpeTU1NTg5OSEPXv24N69e8oIsUClpaWhfv36+PLli8z+mjVrwtDQEBMmTACQnrhpaBSNrxV3d3ckJyfL7Hvz5g3evn0LIoK/vz8uX74MIH3S8sKcV9HKygr16tWDt7c3Ll26JLcKEWNFnWr+acgYYwWoYcOG6NGjB6RSKbp27Qo/Pz+lXevSpUsYM2YMAGDWrFl5XoPYysoKgPwk4kWRSCSSaR0bPHgwfvrpJxw4cAB3797F4MGDVRhdOolEgt9++w3Ozs4QiUTo3bs3Hj58KFNGJBKBslhULSgoSKm/M1np2rUrAMiszc5YccHJI2OsRNi0aROqVauGwMBAtGzZEjt27IBYLC6w+iUSCRYsWAAnJyeIxWIMHjwYCxcuzHN9GcnYtWvXCipEpdHQ0JB5tN6xY0ccOnQI9evXz1N9ISEhOH/+fIGu4X3hwgVs2rQJnp6ewj5zc3N4eXnh/v37ePv2rdz1bGxs4ODgALFYjBkzZhRYLLmRsXTjhQsXIJVKC/XajOWb0ntgKogHzDDG8iosLIwaNGggDEaoWbMmnTx5Mt8rhkilUho1apRQb69evfJdp62trVCfn59fvuoqDNOnT5cZwZwfmX9GBbEKkEQikVthaMqUKfT161eZMsOGDZMpc+jQIXr58iWpq6sTAJo2bRrFxMRQcnIy9e3bl4yMjGjkyJEUHh6e7xi/lZqaKgziefr0aYHXz5iiFMm/uOWRMVZimJub4969e/jvv/9gbGyMV69eoXfv3jA0NMTKlSvzVGdgYCCGDx+OnTt3Qk1NDbt374abmxu0tbXzHCcRyayl3LFjR8TGxua5vsKQlpYmvB49enS+6sq8bnfmNcrzQ1NTU3g9f/58rFq1CiKRCGfOnMGcOXNga2uLvXv3AgDGjRuHtLQ0/PTTT6hZsyamTp0KAFixYgVsbW1Rt25dnDhxAlFRUdi1axc2btxYIDFmRkRCyzgPmGHFjtJTWQVxyyNjrCBERUXRzJkzycTERGhpsra2VmjeQW9vbzI0NBTO3717d4HGaG5uLtR9586dAq27oFWtWlWIdd26dfmu79y5c3Ty5Mn8B/b/lixZIsQ3aNAgGjJkiDCfZuZt27ZtcudKpVI6deoUValSRW7FHwD033//FVicGTLmJlVXV+e1rFmRwPM8MsbY/5NKpbRixQohEZg1axalpaXlWH7VqlVkZGQknFOjRg06ffp0gcYlFoupefPmBIC0tbUpPDyc5s2bRwcPHizQ6xSUmTNnEgASiUTUtWtXVYcjJyUlJcvVbgwMDEhHR4dsbGzo48eP2Z6fmJhIampq5OzsTCtWrCBvb2+hjsyPvyMiIsjd3Z18fHzytR52cnIyWVtbEwBasmRJnuthrKBw8sgYY5mkpKTIJBQ6OjrUo0cPmjhxIm3atImePn1K165do6ZNm8olH5UrV6awsDClxLVnzx5hlZHMW1GTmpoqrF+tp6eX7z56Eokk331Gs6s38+dYoUIFAkC//vrrd8/NWC3HwMCATp06RT4+PgSAjIyMiCh9cvfx48fLLHNoZGREjx8/znO827dvF+rKzQTzjCkTJ4+MMfaNNWvWUN26deUGVuS0nTt3jlJTU5UaV1brYuenRUsZMrfo7dq1S+HzJRIJvX//nl6/fk379u0T6tLV1aWXL18WWJyHDx+W+RwfP35MT548yXViduDAAdqxYwdJpVLavHmzUE/mrg/fbiKRiIYMGUKRkZEKx/vixQuhHldXV4XPZ6wgcfLIGGPZkEgkdOrUKerQoQMNHz6cOnXqRKVLlyY1NTUaN24cffjwgWJiYgqtJSgiIkKm9VFfX79QrquIPXv2CPG5u7srdG5iYiL16tUr2+Rrw4YNBRbnP//8I9TbqlWrfP0Mq1WrlmWi2KFDB+rTp0+W9+Lo6Ehnz57N9TW+bSktiJHnjOUVJ4+MMaYAsVhMSUlJKrv+4MGDhQRi1KhRKosjO1KplMqUKUMA6ObNm7k+7/79+2Rqappt4vjPP/8U6OceGhpK7du3p7FjxwqDUKRSqVwSOXToUCpfvjw9f/48y3q+TeocHBxowYIFcsldQkICdejQQe6+Fi9enKt4V69eLXPelStX8nDXjBUMnqqHMcYUoK6uDh0dHaXULRaLce/ePaSkpGRbpmnTpsLr8+fPKyWO/Lh69Sqio6Oho6ODmjVr5uqctLQ0jBo1Cl++fIGRkZHc8X///Rdz5swp0M/dwsICV65cwdatWxEZGYnZs2ejbNmyaNmypbCyjFQqRenSpWFhYYEDBw5kWU/mn9XJkydx/fp1zJ07F6ampjLl9PT0cPnyZaSkpKBTp07C/tmzZ+P27ds5xhofH4/JkycDAAwMDDBixAi0aNEiT/fNWGHj5JExxpTg69ev2L59OzQ1NdGiRQv8/fff2Za9efOm8PrTp0+FvlTe9/j4+ABIX0PcxMTku+WJCHPnzsXLly9hYmICX19fVKpUSTheunTpHD+PvEpJScH58+fRu3dvVKxYEUuWLEFERATu3bsnrC6jpqaGGTNmoHbt2hg7dmyW9WRe8SVj3fScaGlp4eLFi5g1a5awr0+fPjJl9u/fj1mzZuHr168gIrRs2VI4FhQUhF27dintHzCMFTROHhljrACdP38ederUgYmJiUxyknkS62/Vq1cP6urqwvu8TmiuLBnJ7YULF3JVfvr06Vi6dCkAYPny5TA0NETDhg0BAP/99x+io6MLND5PT084OTnB2NgY3bp1g7u7O6RSKTp06CCUcXV1FV5bW1tj9+7dMgltZvr6+ihfvjyA/yXOubF48WKcOXMGABAREQE9PT3UqFEDpUuXxs8//4ylS5fCzMwM1tbWeP78OQBg1apVMDQ0VPieGVMpZT9DVxT3eWSMFVdv3rwhfX19mfkhM17nNJdfbGwsmZubC8vkmZqaFmLU39exY0cCQG3atPlu2YCAAGE6m4zBMElJScK9PXnypEBju3fvnky/QQsLC/rtt9+EUdzLly8Xji1btizXg2isrKwIAD169EjhmOzt7bPs45nVtEwikShf0/0wVlC4zyNjjBWypKQkDBgwAAkJCWjbti3CwsLw6tUrbNq0CUB637nsGBgYICwsTGiN+vLlC3r16oXk5ORCif17Mh6xftvnLyvx8fEgIqipqWHcuHEA0j8biUQCANizZ0+BxSWVSvH7778DAHr06AFvb2+EhIRgw4YNQt/MqVOnYsqUKQCAGTNm4Ndff0VERMR36y5durRwP4q6d+8evLy8YGlpCTU1NbRq1QpPnz5FVFQUxo0bh8qVKwtliQg7d+5U+BqMqZTSU1kFccsjY6w4Gjt2LAEgc3NzCgkJEfY/f/5cpjXxy5cvtG3bNho4cCDt27dPpo74+HiZVilFpn1RltevXwtzY+7YsYNWrFhBlSpVoh07dmRZXiwWU6lSpQgA+fj4EFF6i2zGPVWsWLHAYtu1a5cwsXdoaGiOZVetWiXEUKZMGXr79m2O5du0aUMA6OjRowUWb2ZisVi4BgBycXGh2NhYpVyLsdzgqXoYY6yQSKVSWrt2rfAI8uLFizLHX758KSSPfn5+co8tg4ODZcq7u7sLx1asWFGYtyJHKpUKq+506tRJJgm0srLK8hx/f3/h8ayvry8RETk4OAiPlBVZWzwnCQkJwtrgK1euzNU5586do3LlyhEA+uOPP3IsmzE3ZUHOQ/mtiIgIYeUeFNFpmtiPgx9bM8aYkiQmJsLHxwceHh5YtWoVevTogT/++ANA+hQtmadsAYA3b94A+N+0LpnVrVsXlpaWMvucnZ3xzz//AACOHDkiPO5VhYCAADx8+BAAsGvXLhw8eFA41qVLlyzPeffunTBauVSpUpg2bRpu3LgBIP3zadKkSYHE9vLlS4SHh8PExAQTJ07M1Tldu3bFhg0bAKQPsqH/n77nWx8/fsS9e/cAQKkjoE1NTbF9+3ZMnz4dAODr66u0azFWoJSfyyqGWx4ZY0XNmzdvqFu3bkKr1bebhoYGLVu2LMtlBZs3b04AaPbs2RQfH0/Lli0jANSzZ89slyEMCAggAwMDAkAeHh7Kvr1sRURECINfbt++LTMQZNmyZVmeI5VKhcfWmbd27doV6Aoqly9fJgBUu3Zthc6Lj48nbW1tApBlK+jVq1eFic1tbW0pISGhoELOUmpqKtWqVYsA0KxZs5R6LcZywo+tGWOsgHz69Imsra2zTBrV1dVp9uzZ9OzZsyzPvX37NgEgLS0tmT55ycnJ3x31++effxIA6tq1a4Hej6Lq1KlDAGjOnDky9x4WFpbtOQ0bNhTKGRsb09mzZwt8ucejR48SAGrRooXC52Y8ktbU1KS+ffuSv78/3blzhyZPniwky40aNaKgoKACjTkr169fJwCkp6dHAQEBSr8eY9nhx9aMMVYA4uLi0K1bNwQGBkJDQ0PuuEQiQbNmzVCvXr0sz1+xYgUAwMXFBRYWFsJ+bW1tiESiHK/9yy+/AEifW9Hf3z+vt5Av9+/fx4sXL6CmpiYzkfmECRNgbm6e7XkZE3ID6Y+Ku3Xr9t37VURUVJQwybidnZ3C569btw716tVDWloaTpw4gSpVqqBly5ZYvXo1iAgjR47ErVu3hLkelSljHklLS0tYW1sr/XqMFQROHhljLBvr1q3D8+fPYWFhAbFYnGWZ7FaDSU1NxalTpwAAkyZNUvjaVapUQZcuXUBE6NKli9B3sjBlxF+3bl2h3yIADB06NNtzoqOj8eHDB+F9x44dCzSmjx8/on379vD19YW1tbUwGbkiKlSogKdPn+LJkydo0KABAKBs2bLo0aMHPD09sXPnTujq6hZo3Nl59OgRgPS+op6enoVyTcbyS0SUTY9hFYmNjYWhoSFiYmKEebYYY6ywpaWloWLFivj06VOO5U6cOCG3FB0AJCcnCwlIXv+e+fv7o0uXLnj//j2MjY3x6tUrlC1bVuF68qp9+/a4du2azL7SpUsjPDwc2traWZ4jFosxdOhQ+Pj4YNq0aXBxcSmweIgItWvXxqtXr2BmZoZLly5l2+qrSJ3R0dEoU6ZMgbaO5lbz5s1x//594f2+fftyTM4ZUxZF8i9ueWSMsSx8/Pjxu4kjAGFU7rc+f/4svM5pxHRwcDDq1KmD6tWr4+XLlzLHqlSpgvv376NOnTr4+vUr5s2bl8voC8br16/l9o0bNy7bxBEANDQ0cPjwYfj4+BRo4gikt+a+evUKAHDnzp18J44AIBKJYGRkpJLEEQCmTZsmkyxmTiQZK6o4eWSMsSwcPnw4V+VWrlwJb29vuf1Tp04VXmf3aBtIT4J8fHxQs2ZNvH37Vu64mZmZML3M1q1b0bx5c4SEhOQqtvw4efKkTAIMpK+EM3/+fKVfOztRUVHC64oVK6osjoLUp08f7Nu3Dz179gQAXL9+XbUBMZYLnDwyxtg3xGIx5s6dm+3xGjVqyLxXV1eXKzNo0CDh9axZs+Dp6Yl79+7JLY3Xu3dv/Prrrxg7dix69+6d5fXatGkjzGV4//59zJw5M9f3khfR0dFZthr27Nmz0PoCZiWjf2C1atWyHMBUnG3ZsgVaWlp4+fIl/vrrL1WHw1iOOHlkjLFvBAQEZHusTZs26NOnDzQ1NeHs7Iy9e/eidu3acuX69euH06dPAwCuXr0KZ2dntGjRAhUqVJAZGKGlpYVNmzaha9euOT46HTFiBOrWrQsAePz4cV5vLVd27dqFuLg4uaR4wIABSr3u9zx48ADA/9bazk5qamqBX/vr169C8qoMlpaWaNOmDQBgx44dSrsOYwWBk0fGGPtGUlISgPT+cFevXsU///wjJFI9evTAwoULERUVBXd3d/z888/Z1uPo6Ii9e/eie/fuaNKkCTQ1NZGSkoJx48Zlu7pJVu7evYsmTZrg+fPnANL7QiqLRCLBxo0bAciurmJgYIDOnTsr7bq5kTEFkJWVldwxqVSKv/76C9ra2tDW1oaWlhYqVKiALl26YM6cOZgzZ47Qt/TkyZP47bff8N9//yE5ORleXl44e/ZsltcMDAxEu3btYGpqiiZNmuRpdHdubdq0CQAQHh6u1ESVsXxT5oSTecGThDPGVO3s2bPCJNeDBw8mIiJfX186ffp0tqvC5MatW7eEibMVcfLkSSEec3NzunXrVp5j+B5PT08CQEZGRmRjYyNcd+jQoUq7Zm799ttvwoTlRERJSUk0ceJEatWqlbBqTH42TU1NsrW1pbNnz9KaNWvo6dOnwko/GZu+vn6+fge+p3r16gSADh06pLRrMJYVniScMcbyIfNj6IzBKVWrVoWjoyPU1HL/Z9PX1xf16tWDtbU1Dh06hGnTpgEA2rVrl+s6/Pz8sGjRIpnYWrVqlevzc4MytYJmzO3Yv39/mf2qfmQN/C9OkUiEDx8+oHz58li/fj1u376NlJQUAOmThru7u2PJkiXo1q0brK2toaurK7dGtaamplw3gbS0NHz8+BHdu3fHpEmT0KBBA8TFxQEAhg0bBgBISEjA4sWLlXaPrVu3BsADZ1jRVrJ6HDPGWAHQ0tISXud21PW3YmJi4OjoKKwOM3jwYACArq4uVq5cmas64uPj8fjxY5lHmBnJjCKICFu3bkVISAjU1NQgEonw5csXBAcHw9jYGMeOHYOWlhY2b96MY8eOAQAaN26MK1euCHWo+pF1Zo8fP8aSJUuQlpYGAKhevToaNGiApUuXCqu0ODs7yw0skkqlmDlzJsLDw7Fjxw6IxWJ4eHjA3t4eXl5eePz4MdatW4fExESZ80aNGoUdO3bg5cuXePz4MebMmYPVq1ejU6dOMDY2RoUKFTB58mS5BFVRnz9/FkbuW1pa5qsuxpRKya2gCuPH1owxVfPz8xMeU+b1EfH+/fuzfDS6dOnS754bERFBI0aMIAAyj01/+ukn8vHxUSgOiURCGzduVOjxbaNGjSg1NZX27NlDzZs3z3bt7sK2a9cuubXFjxw5UqDXiImJoS1btlBcXBx5e3tTXFyccMzb21tY+/rbrUaNGpSSkpLn6168eJH09PSEtdA/fvxYELfDWK4pkn9x8sgYY98IDg4WkgI1NTV69eqVwnUcPHiQAJClpSXVqFGDmjZtSh4eHiSVSrM9RyKR0Pbt28nY2DjLBKVu3bokFotzHUNcXBw5OTnJ1FGrVi365ZdfqH///tkmj4omqIUlIiJCJs6tW7cWegyRkZG0Z88eql27NllaWsokkzY2NjLJZm5l7lvZpEkTunHjhhIiZyxnnDwyxlg+nT17lipVqkQAaOrUqQqf7+bmRgCodu3aQnLh4eFBRESpqank7u5OkZGRlJKSQr/88oswUCJzonjr1i06ffq0zP59+/bl6vqpqanUtGlTucTw5s2bMuUePXpEK1eupI4dO9LkyZPpypUrCt9rYdLV1SUA1LdvX1WHQkTpCX+7du2Ez1dDQ0Oh1tCjR48KLY7t2rXLV+slY/nBySNjjOXTgAEDhITAyclJoXNjYmKoZcuWBECmnoyeQrNnzxber1mzRi7Bs7GxobS0NCIiOn78uJCUAKCKFSvm6u/j6tWrhVHTCxYsoMmTJ5Onp6fiH0QRU65cOQJAjx49UnUoMiZMmEBqampCa3VWrYdBQUG0atUq2r9/P0mlUhKLxVSmTBkCQO3bt6eoqKjCD5yx/8fJI2OM5VPNmjWFZM7d3V2hcx0dHYVzLS0thdd6enpElN4fskmTJtS2bdts+9A9ffqUiIjevHkjJCQZZX/77bfvxmBlZUUAaNu2bQrfe1FWrVo1AlAkH+1+/PiRdHR0hGl/3rx5Ixy7f/++0MKY8Q+EqlWrEgAyNDQU/rHAmKrwVD2MMZZPGcsI7t69G87Ozt8tv3TpUtSuXRuDBg3CmTNnhEnFQ0NDhel92rVrh7i4OHh4eMDb2xvXr18HEWHUqFFySx42aNAA165dQ7Vq1aCvrw+pVIqxY8cCAPbu3Yv3799nG0tqaqowxVCfPn0Uv/kiTF9fH0D6lDlFjY2NDW7dugV1dXWkpaWhbt26qFatGlq0aIFOnTohMTERtWvXho6ODgICAoQ1z52cnErccousZOPfVsYY+0ZkZKSQPPbr1y9X5+zfvx8vX77Ey5cvAQB9+/bFmzdv4OzsDDs7O1y6dAkzZszAq1evhOlwrK2tMW7cOMycORObNm3ChAkTZOqMjo7GggULhEQpY9m6uLg4zJgxQ6jnW0QEHR0dJCcn4/Hjx0Vqmp38KlWqFICimTwC6VMcubu7o2fPnkhNTYWfn5+QJFapUgW3b99GUlISfH19IZVKIRKJ0LRpUxVHzZiClN4OqiB+bM0YU7U7d+4IjxdNTEzoxYsX3z1n0aJFwjlVqlTJ8lG0tbU1xcfHCwNxXFxchPPDwsKoXr16NHbsWHJ0dKQuXboIj54zNn19feH1xo0bc4xn0qRJBICaNm2a34+jSGnSpIlM/9Giytvbm7p37y7E+u+//1JERISqw2IsW/zYmjHG8kFbW1t4HRkZiVatWsHT0zPH9aiXL18uvPb394eamhr69+8vUyYwMBBHjhwRHjl7eHgIx8zNzfHs2TNs3boVp0+fFh496+rqCmXs7OwApE8g/euvv8rUnZKSAl9fX7x69QpisRj16tUDADx9+lRYfaUk8PLyEl5nTKhdFNWtWxdly5YFALRt2xZ///03TE1NVRwVYwWDk0fGFBQWFlaivoyZvEaNGuH8+fMwMTEBkL5ajLOzM6ZPn55l+Tdv3iAmJkZ436JFCzx69AhHjx5Fw4YNZcrevn1beDwdExOD5OTkLOt89eoVAKBevXoIDQ1FTEwMbG1tAaT3ozx48CCeP3+OixcvYsSIEShbtizs7OxQq1Yt2NraYsSIEQCAWbNmySTDxVl0dLTM+6K+hN+7d+8AQOiryliJofyGUMXwY2tWlB08eJDU1dXJwsKCNm7cyHOylXCZV5oBQLq6ullO8p0xp2PG1rJlS5lj/fv3JxMTE2Hex6dPnwpls5v029fXVyjz559/EhFRly5dsp3YG///WDvziN569eoJv6OBgYG0Zs0aio+PV8InVTi2bNkic7/16tWj5ORkVYeVrczdDtauXZvjBPGMqZrSpuqZN2+e3B+rsmXLCsddXFzkjjdr1kxpwTOmTKmpqfTgwQM6deoUde3aNcsv60qVKlFwcLCqQ2VK9M8//8j8zMPDw+XKBAQEyEzJY2pqSrGxsTJlMq+O8uzZM2FOwIkTJ9LZs2fl/uZ5e3sL5e3t7YmIKDw8nDZs2EDjxo2jVq1akaGhIZmbm9Ovv/5KN27cIIlEQvHx8bR7925at24dffr0iYiIpFKpMO9kkyZN6MGDB0r6tJSrVq1acv8PdunShRITE1UdWpbGjx8vE6uXl5eqQ2IsW0pNHmvVqkWhoaHClvkPqYuLC3Xt2lXmeGRkpNKCZ0wZoqOjafr06VS2bNksE0ZnZ2caPXq08L4kTLzMsvfy5UuZuRifPHkic1wqldK0adOE4xlJoaGhIV29elUoJ5FISFNTkwDQhg0b5H6v1NTUqHPnzvTlyxcKDAwU5gs0MzPLdtWX3LZkZcwVmbFpamrSpk2b8v6hqMiePXuoTp06NGXKFLnPbvjw4Vkm9qqQlJREV65ckZkAvlKlSpSQkKDq0BjLliL5l8JT9WhoaMDCwiLb49ra2jkeZ6wok0ql6Nu3L65cuQIA0NXVhZaWFtq1awd3d3cA6f3bMvpa9evXD46OjiqKlhWGY8eOyQyU+bbfXUREBFasWCG8r1+/Pp48eYKYmBi0b98e48ePx6BBgwAAaWlpAIAZM2YI5UeOHIkbN27g3bt3uHjxIhYuXIgWLVogOTkZhoaGuHnzJqpXr55lbCKRKFf3EBoaKvM+LS0NW7duRceOHVG1atVc1VEUuLi4wMXFBQAwbtw43L17F3/++Se+fPmCPXv2wM3NDS1atECzZs1QoUIFlC5dGqGhoShTpgyGDRtWaHF269ZNpj9mhw4dMHv2bOjp6RVaDIwplSJZ6bx580hPT48sLS3J1taWBg4cSO/evROOu7i4kKGhIZmZmVHVqlVp9OjRFBYWlmOdycnJFBMTI2xBQUHc8shUYtOmTcK6ubq6unTs2DFKTU0Vjme0BGVsLVu2pKSkJBVGzJQt86PmjM3Hx0emzJkzZ+TKaGtr59g3EQAFBwfT+/fvydvbmxYuXEgzZswQjpUuXVque9D169fzfB8PHjwQ6spY5hBAsWx9/JZUKqUbN25Q/fr1c/y8C+ORcXJyMu3cuVP4nHv16kVz5szhri2sWFDaY+uzZ8/S8ePH6fnz53Tp0iVycHCgsmXL0pcvX4iI6PDhw3T69Gl68eIFeXp6Ur169ahWrVo5dmjOqh8lJ49MFTJ/sa5du1bu+PXr14Xfz169etHXr19VECUrTOPGjZP72zRmzBjasWMHvXjxgiQSCb19+5ZMTU3lymlpaRGQvhZ1Vn/jMv6hknmrUaNGtsmPov3Hv+Xm5iYzRyIAev/+fQF9UqonFovpxo0b1KRJEzIzM6POnTsL/TwBkJWVFV26dElp11+1ahUZGxsL1xsyZIjSrsWYMiiSPIqIcpi47DsSEhJQuXJlTJ8+HVOmTJE7HhoaChsbGxw+fDjbJbJSUlJkpj2JjY1FhQoVEBMTg9KlS+c1NMYUtnbtWkyfPh2pqam4desWWrVqJXP81atXqFWrFgDgy5cvwjQurOT63mNhTU1N2NraIiAgAKmpqTLHNDQ0IBKJhEfV+TF48GCYmppi7dq1+aqHiHDt2jVcv34dLVq0QNeuXfMdW4aUlBQ8fPgQDx48QEJCAqRSKfT09ODi4qLSrkx+fn5wcnKCr68vdHV1ERgYWODzLR44cABDhw4FAJQvXx4jRozA9OnThdVwGCsOYmNjYWhomKv8K1/LE+rr66NOnTrC0kvfsrS0hI2NTbbHgfQ+kiVlDjJWfEVERODkyZNITU2FpqYmKlasKHNMIpFgzZo1AICGDRty4vgDICJUrVpV7u+XpqYmpFIpJBIJ0tLSsv371qRJE+jr6+Py5csy+9XV1SGRSAAArq6umDBhAuLi4oTjy5YtE/pEWlhYwMvLC2XLloWmpma+70kkEqF9+/Zo3759vusKCQnB1atX8ejRIzx+/BiPHj3Kcs7KnTt34tWrVypbu7lq1arw8vKCiYkJkpKScO3aNbnJ2/Nr/vz5AIBp06ZhyZIlwrrmjJVU+fq/OSUlBa9fv0br1q2zPB4ZGYmgoCBYWlrm5zKMKVViYiLs7e3x/v17GBgY4ODBgyhXrhwA4M6dO+jYsaPMl+KiRYtUFSorRFKpFGXLlhWSQ5FIBCJC165d4eHhAV9fX7Rv3x4hISEoXbo0atSogcePH0MsFgMAunTpgpkzZ2LBggX4/Pkzdu/eDSB9tZGMAVlLly7Fv//+i+DgYERGRkIsFssMpjl48CDKly+fbYyBgYHQ1tYWVjIpDCkpKVixYgUWLVoklyyamZmhTZs2MDMzg0gkwubNm+Hn54cXL14gIiIClStXRuXKlQst1gzr1q2DWCyGSCRCjRo1CrRusVgMf39/AMDUqVM5cWQ/BkWeh0+dOpWuX79O79+/p/v375OTkxMZGBjQx48fKS4ujqZOnUp3796lDx8+0LVr16h58+ZUrlw5ufnOCuqZO2MFITAwUJhepXz58tSyZUtycHCgY8eO0fDhw2X6iG3YsEHV4bJCZGhoKDclDAByd3fPsry/vz9VqFCBAFCtWrVkjq1atYq6du1KYWFhtHTpUipTpoxQ77fXAUATJkzINq6oqChav369ENPZs2cL9L6z8v79e9qzZw/Z2dkJMTZo0IB+//132rt3L71+/Vpu6qCOHTsSAOG/ACgtLU3psX6rc+fOBIDGjRtX4HVLJBLh3njtalacKW3AzMCBA8nS0pI0NTXJysqK+vTpQy9fviQiosTEROrcuTOZmZmRpqYmWVtbk4uLCwUGBioteMYKypEjR4Q5+DJvmSd+rlq1qqrDZIXsjz/+EH7+IpFIWDEkp8EQBw8eJABUrVq1bMucPHmSpk2bRsOGDRMG1hgZGcn87t28eTPLc6VSaZYji2vXri38PS5IBw4coLp168qN/j5w4MB355l8+vSpkHDj/wcP5WfUeF4kJCQIA+Fu375d4PUHBwcL91dU5plkLC+UljwWBk4emaq8e/eOfvnll2xHu2ae8JkovcVB0UnwWfEikUhIKpXK/CMiY8tuVZMePXoIZdasWUPnzp2TmRw6JCREZrqcNWvWkKenJyUnJ5NUKqXhw4dTo0aNhHOSk5Npzpw5tGrVKoqLi6M7d+7QkCFDsvwd3b59e4Hef0YijP+ficDe3p7+/vtvioqKynUdGYnnggUL6I8//pBbHtHDw4OaNm1Kv//+O61cuZKOHDlCDx8+pC9fvhTIcn6xsbHCPShjacaffvpJGA3Pyw+y4qzQRlsrgyKjfRjLrdTUVKirq2fbHyktLQ1jxoyBq6ur3DFXV1d0795dZoSmv78/Bg0ahCdPnmDFihVZzjbASo6nT5+iW7duCAsLE/b5+PgIo+8zmzhxIjZs2CCzr1y5cliyZAkcHR3Rv39/XL16VThmZ2eHN2/eZHvtJUuWYPbs2TL7MvpfWlpaQiQSISQkBED64JSRI0fm6R6/devWLXTs2BGpqakYPXo0li1bBmNjY4XrGT58OFxdXWFkZIRhw4ahXLlySExMxP3793H+/Pkcz9XX14eVlRUsLS1haWmJcuXKoVy5cihfvrzwX0tLS6irqyM2NhZxcXFyW3R0NH7//XckJCQAAKytrXHnzp0c+5LmVkxMDMzNzZGamopHjx6hUaNG+a6TMVVRKP9SdiarKG55ZAVFKpWSj48PzZ07l/T09AgAGRgYkI2NDY0cOZICAgJo06ZNtHXrVpo1a5bQOjF58mR6/PixMNFz586dZVpaEhMT5Vqidu/erbL7ZMonlUpl5mucMmVKtq1MUqmU3r17l2XLYOYWx4ytV69eWdYjkUhowYIF2baEZ2xOTk7C64YNG+b7XoODg2nz5s1UqlQpAkB9+vQhiUSSr/pq16793fsAQC1atKCWLVtm2dKb3SYSiWSWj8zNZmxsTIsXL6aUlJQ83VNqaipdvHhR6N+qpaUlt2wlY8UNtzwyBmDDhg2YOHGiwudJpVKIRCK4u7tjyJAhSExMRPny5XHmzBnUrVsXAQEBsLW1BQD07dsXJ06cgJWVFe7evQsbG5sCvgtWFEgkEtjY2ODTp08AgOXLl2PatGk5nrNkyRIEBARg5cqV2LhxIxYtWoS4uDjUrl0bPj4+ALJvKQwLC8OAAQNw8+ZNAOnTA92+fRtv375FgwYNUKdOnSyv+fPPP2Pv3r0K3ZtUKsXDhw9x7do1HDhwAC9fvhSOtWvXDqdPn873snppaWk4cuQInj17hrCwMPj6+uLhw4fCcSMjI4wdOxaLFi0Sng4kJSUhODgYoaGhCAkJEbZPnz4hODgYnz59wqdPn2Tm19TS0oKBgYHMVrp0aejp6eHjx4+QSqV49uyZUF5PTw/Pnj1TaInGwMBAdOzYUW6KJltbW7x//z7XS0YyVtRwyyNjRNS2bVuhpeG///6j8PBwevv2LV24cEFmdY/OnTtTvXr1yMLCgv755x+ZOs6ePSuUU1dXp3HjxpGzs7Ow79q1a0ILpZaWFr169YpSUlIoOjpaRXfNlOXVq1fCz71bt24Knx8eHk6XLl2i7du3C/WcOXOGiNJHT//zzz9kb28vs0qJuro6tWnThh4/fixT18mTJ2Va0n799VdycXEhW1vbHEdpZ0hKSiI3NzcaOHCgzPWA9NHbjRs3pqVLlyptZHRaWhpNmTKFWrVqRePHj6e4uLg81SOVSik8PJw+f/6c40pmme3fv59q1aol3K+enp5Mn9SsJCYm0ujRo2VaRL/93AAoZcASY4WFB8wwRkTdu3cX/qh/O8py3759wpduTqRSKW3cuJHatGkj90WxcuVKIiK6dOmSsE9XV5dKlSpF2tra2U7nwoqvadOmCT9rRUcNp6WlUdeuXYXzmzVrRklJSSQWi4VR3Jk3W1tbOn/+fLb1xcbGUr169bJ8LOvq6ir3WF0sFtP169fp559/JgMDA5nyenp65OTkRDt37vxhlt08deqU8Lj733//zbHs5s2bZT4va2trCgwMpNWrVwv7dHR0yN/fv5CiZ6zgcfLIfnhv374la2trmZaZb3369CnXoyOlUikdPnyYxo8fTy4uLnTs2DGZ499OZYL/79/G/aBKhtDQUIqJiaE9e/YIP98FCxYoVEfmtdEBkKmpKTVo0EBmPetBgwaRt7f3d1vCMiQkJNDAgQOpZs2awqjfjK1Hjx4UGxtL0dHRtHjxYrnfzwoVKghz8+a21a6kyViTvHv37hQVFUU3btygsLAwunnzJoWFhVF8fDyNHDlS+MzKly9PW7ZsoaCgICJK75d6/PhxWrt2bYlaJ5z9mDh5ZD+8NWvWyHxR2tnZKfUL8tWrVzR+/HgyMzOTue7p06eVdk1WOPz8/MjExISqVKlCffr0EX628+bNo/Pnz1NSUlKu6vn06ROVLVs220EcpUuXzvMADiLZx+qZ/wHz7b5u3brR7du38zUIpqTIPFH7t1upUqXkfl5TpkxRdciMKQ0nj+yHFxkZSU3/j737Dm+qfBs4/k3SvRelFCij7L33BpEpeyPij72HgIIoSwFliKDIVJYKWrZsZC+BUqTsQlvKKtC9V3LeP/Lm2NAW2pI2Hc/nunJd6UnOOXc60jvPeZ77btBA742/ZcuWUlJSUo6e98cff5TPt3bt2hw9l2B4YWFhaT5khIaGSlWqVMkwyWjZsmWmj//kyROpS5cu0qBBg6SlS5fqHefevXvvHH/z5s0zjNPDw0Pavn27SBpT6d27d7rfq9SX9Z2cnKTKlStLy5Ytk1JSUowdsiDkmKzkX0oEoQBydHSkb9++ettOnz7NjRs3cvS8AwcOlHvnRkdH5+i5hHej0Wi4dOkSFy9e5P3336dChQo4OTlhYWFBQEAA0v8XonByciImJibD45QsWTLT5yxevDj79+9n27ZtfPLJJyQlJXHnzh18fX2pUKHCO7+m7777LsPHIiMj6devH0qleNvX6d69OwC1a9dm/fr18kru8PBwtmzZwqJFi7h+/Tq3b99m6tSpom+1IPw/E2MHIAg54fDhw3zzzTdyMWWAtm3bUqtWrRw9r4ODA506deLOnTty4WYhbzl9+jStWrXCzMyMpKQkubSKJEmYmJiQkpJC2bJlqVOnDpcvXyYoKIigoCBUKhWXL1/G19eX5ORk3NzcaNCgAa6urtmOxdTUlEqVKhnqpVGnTh0+/PBDtm7dmuaxqKgoJEkSpWRSqVGjBgAPHz5k2LBhet+bDz/80FhhCUKeJ5JHocCRJAlvb29evXqFSqVCrVYzcOBAtm7dmiujLsWKFQPg6NGjJCQkYGFhkePnFN7u0qVLDBo0iMDAQAC5PqCUqtRtSkqKfP/atWtYWlri4OAAgL29PbVr16ZOnTq5FnNWKRQKNm/eTJ8+fRgyZAgRERHyY5IkkZCQgKWlpfECzGMqVqyItbU1UVFRXLt2TXSIEYRMEtcvhAJHrVbz5ZdfyveVSiWTJ0/Otct177//Pqampty8eZMlS5bkyjkFrdSJYGBgIHPmzKFZs2YsXbqUxYsX4+/vjyRJWFtby8/77LPPWLVqFatXr+b8+fNER0ezePFiQFvc+tWrVwCEhYURGhqauy8oGxQKBV27dmXAgAF622vVqoW5ubmRosqbzMzM6NChAwB79uwxbjCCkI+I5FEocExMTPR65v7555/Ur18/185frVo1OnfuDIC/v3+unbcwiouL48iRI3Tv3p06deqgVCpRKBQoFAp69uzJ/PnzOX/+PNOnTycyMpJixYrh5uaGs7MzoL1svGjRIsaPH8+YMWNo0qQJNjY2PHnyJN3z6TrM5AcfffSRfP/27ducPXtWzHdMR7du3QDYu3evkSMRhPxDvJMIBVK7du3k9kpDhgxh7dq1qNXqXDm3JElcvHgRyF/JRn7j6+uLtbU1HTp0YO/evfj4+Og9/vrXp06d4vnz5zx//pygoCAApk2bRlRUVJpjN2zYUO/rX375hfPnz1OzZk0Dv4qc07BhQ3mBx549e7CxsTFyRHlT586dUalU+Pr68vDhQ2OHIwj5gkgehQJJqVSycuVK3N3diY2NZfTo0ZQpUwZfX19u3LjBv//+i4+Pj5xEGNKFCxd48eIFkDYJEd6dJElMnTpVXuygY29vr/e1QqHA3d0dJycnmjRpwrRp09i5c6dez9ZFixZRtWrVNB8sBg0axMqVKylXrhyDBw9myJAhNGnSJOdeVA7x8PAA4MCBA0aOJO9ycnKiRYsWgBh9FIRMy6l6Qdkl6jwKhpSYmCj16dMnw9p3SqXS4IW8w8LC5M4V//vf/wx67MJOrVZLJUuWlADJ2tpaGjx4sLRy5Uq5DqOpqak0dOhQydvbO8OC22fOnNH7HbCwsMixHs7G1qRJE7mbjZAxXVOBqlWrFtjfBUF4G1HnURD+n5mZGR4eHigUCkxMTHBycqJo0aLy4xqNhkWLFhn0nI6OjowbNw5AXmwhGMbFixd5/PgxADY2Nnz77bckJydz+/ZtXFxcuHbtGr/88gt16tTBzMws3WM0b95cXnEN2p+XiUnBLDzh6+sLaFcVCxkbMmQIDg4O3Lp1ix07dhg7HEHI80TyKBR4x44dQ5IkUlJSCAsLo1q1anqPv//++wY/Z69evQBtvcncmmtZGMyYMUO+P3LkSO7fv8+CBQsAmDdvXpqfbUZKlSolF4jOKMnM716+fCkXNx8zZoyRo8nbHB0d5SkmGS2WEgThPyJ5FAq8I0eO0KhRI7m+3d9//41CoaBLly788ccfzJ492+DnLF26NKAt9RIfH2/w4xdG0dHRXLhwQf765s2btGnThoiICOrUqcPw4cOzdDzp/8v6FMSi2devX6d06dLya2zdurWRI8r73NzcALHITRAyQySPQoHn5ubGxYsX2b59u9zN4+OPP2b//v306dMnR5IHKysr+f69e/cMfvzCSKlUyqVmlEolu3fvRqPR8NFHH3HmzJksjyB6e3sD6C2gKSiGDh0qf2hZs2YN7u7uRo4o72vUqBHw36V+QRAyJpJHodDo0qWLPBLTpUuXHD3X/v37AbC1taVs2bI5eq7C4tmzZ2g0GkA7V7V06dL89ddfbNq0Sa/od2acOHFCvjypKyhfkKTulDNixAgjRpJ/JCcnAwXzw4QgGJpIHoVC47vvvuPevXtYWFjQsmXLHD3Xhg0bABg/fjyOjo45eq7C4tChQ4B2JPnnn3/m1q1bcjH2rFq+fDmgneumm59akKRuQdi0aVM56RYyVrJkSQDRk14QMkEkj0Kh4OPjw8yZMwFYsWIFTk5OOXau6Ohozp07B0DHjh1z7DyFje57OnnyZD7++GO9qQGZdf36dVavXs2ZM2cACuyo8MmTJ2nTpg2g7eldu3btdIuhC1oajUb+cJK6GoMgCOkTyaNQKBw9elS+LDVu3Dju37+fY+fat28fkZGRlCtXLl8Wls6rdK0eK1eunK399+3bR+3atRk3bhzR0dFAwU0UbGxs+Pvvv+nZsycAN27coEyZMiQlJRk5srwlKiqK1atXU7t2bdatWwfAwIEDjRyVIOR9InkUCjxJkkhMTJS/VqvVeiVfDE23IrhevXpyezjh3Wg0Gvz8/IDsjxbeunVLvm9paUn58uVZvXq1QeLLq3bu3MmsWbMACAsL49dffzVyRHlHeHi4/GHixo0bWFpasmnTJpE8CkImiORRKPDmzJnDnDlzAHBwcKBevXp89tlnOXIujUbDiRMnABgwYECOnKMw8vPzIyoqCgsLi2wXvE5dvy8+Pp7o6GiKFy9uqBDzrAkTJhg7hDxp8uTJ+Pv74+7uzooVK3jy5AkfffSRscMShHxBJI9CgZaSksKaNWsA+OabbwgLC+PKlStyWQ5DW7lyJXfv3sXe3p6mTZvmyDkKo7/++guABg0aYGpqmq1jjB07FldXV/nr4OBgeVSuIJs6dSoAJiYm9OnTx8jR5A379u1jy5YtKJVKvLy8mDRpUo7OgxaEgqZg9uQSCr2rV69y6NAhnjx5wqtXr3B2dmbq1KkGr+mo0WhISUlBrVaj0WiYPn06AB9++CHOzs4GPVdhlfoDwKBBg7J9nKpVq/LixQsCAgLkS9+Foaafubk5oP1dDQsLw8bGxsgRGVdkZCSjRo0C4JNPPqFx48ZGjkgQ8h8x8igUKJIkMXXqVBo0aMCXX34pT4Lv1auXwfsXP3v2DCsrK8zNzbGysuJ///ufXF8vMjLSoOcqzLZu3cqDBw9wcXExyFSAuLg4+X5hKGGj66Ck0WioXbu2kaMxPj8/P4KDgwFtC8crV64YOSJByH9E8igUKBcuXOC7776Ti4E3atSIL774Qu5//C5OnDjBqFGjqFChAh4eHhQvXlxvIc4ff/wh33dxcXnn8wnaFdbTpk0D4NNPP8XW1vadjjdr1ixq1qwpf63rb12QeXp6UrduXQC513VhVrduXdq2bQvA5s2badiwIT///LORoxKE/EVcthYKlOLFi2NmZiaXJLl06RK9e/fWm+uWHYcOHaJTp07pPubm5sa3337L9evXCQ8Px83NTb58LWRfVFQU3bp1IywsjPr16zN+/Ph3Ot6+fftYtGgRoO1nfeDAgUJTh7Nv3754e3uTlJTEuXPnaNasmbFDMhqFQsHhw4c5efIkP/30E7t372bYsGG4urrmeOcpQSgoRPIoFCilS5fm0qVL1KlTR972LpcmU1JS2LRpE6tWrZK3HTx4UE5Gy5YtK3eQ+fDDD7N9HkHflStXGDRoEH5+fri5ubF7924sLCze6Zi6IuMA7du3LzSJI2hrF3766aeAtmRPYWdiYsJ7771Hu3bt+OCDD/jrr7/4/fffRfIoCJkkkkehwEldy2748OFMnDgxW8dJSkpi0KBBeHl5ydu++uqrQpV0GMs333wj13Xct29flkvqxMXF0bdvX06cOEGLFi2wsrLi4sWL8uO6aQ2FxeHDhwHtqJtIkP6TegGd6GktCJknkkehwDl69Kh8v3379jx//pzSpUtnen9fX18+//xzTp8+TVRUFEqlkl69ejF48GC6du2aAxELqV29epWdO3cC0Lp1a+rXr5+l/YODgyldurQ8H/XIkSN6j5uZmcm9rQuLTz75BNBOsVAqxVT31HQjsc2bNzdyJIKQf4h3EaHAGTFihFwLsG/fvlSsWFFeXfk29+/fp23btuzfv5+oqChcXFw4cOAAf/zxBx988IHBS/0I+vbt26eXLGan28fevXv1FjLplC1blk2bNhEdHU3VqlXfKc78RKPRyAtldAtnBK0XL15w+fJlAINXYxCEgkwkj0KBM2HCBHx9fXn//fcB7eXnLl26ULZsWYYMGZLuPnFxccydO5datWrx6tUrateujbe3N8HBwXTo0CE3wy+0JEnSK8Uzbdq0DH9eb5J6pXvr1q2Jj4/n8ePHPHz4kI8++ggzMzODxJtfKJVK+vbtC8CBAwcICgoyckR5x/79+0lJScHBwUH8nQtCFojkUSiQbt++TZs2beSvvb29CQgI0LukHR4ezm+//caAAQNwd3dn3rx5xMfH07JlSw4ePEidOnVEb+pc8uLFC/r3769Xg3Hp0qXZWoTUq1cv+YPDyZMnSUpKokSJEgaLNT/65ZdfAG2CvmXLFiNHk3foFtM1adJEzHkUhCxQSHls5nhUVBT29vZERkaKP2Yh29auXcu8efNISkpiyJAhPHjwgP3792NpaUmTJk1ITk7m/PnzqNVqeZ9SpUqxZMkSevfuLS5P5yJJkqhbty4+Pj7pPr5582YsLCw4ffo01tbW7Ny5k1mzZvHgwQOmTJmSbhmmmJgY7OzskCSJ5s2bc+bMmZx+GXme7nfa3d2dixcv4uHhYeSIjO/cuXM0b94cS0tLHj9+LLpCCYVaVvIvkTwKBZIkSRw6dIgaNWpQokQJdu3aRe/evdOssq1atSpdu3blgw8+oEGDBmKk0Uhq1qzJjRs3sryfs7MzISEh6T728ccfs2nTJqysrIiNjX3XEPM9Dw8PHj9+DICjo6Mo2YP+B5eFCxcyc+ZMY4ckCEaTlfxLXLYWCiSFQkGnTp3ky5U9e/YkMDCQEydOsGXLFtavX8/Dhw+5efMmixYtonHjxiJxzGWhoaEMGjQIGxubbCWOumOcOHECjUYjF4bX0S0OSW/xTGEUGBjIsGHDAO2UjcLQmvFtFAqF/D05cOCAkaMRhPxDjDwKgpDrDh06xLBhw3j+/Hmm96lcuTJVq1bl6NGjuLq68uDBA73HlUol586do3HjxiQlJVGsWDHCwsKws7MTvcb/X0xMjNzicdWqVe/ctacgmD17Nl9//TUKhUIk1EKhJkYeBUHIk6Kiohg9ejSdOnXi+fPnVKxY8a19wGvWrMmjR4+4ffs2f/75J5GRkfj5+bF+/Xq952k0Gpo0aUKnTp2YO3eufFlWXIr8j42NjTxH9OTJk0aOJm/Q1XeUJIl9+/YZORpByB9EYStBEHJccHAwCxYs4LfffiMiIgKASZMmsWjRIpKTkxk/fjzW1taYm5uzevVqkpOTMTMzY/To0Xz33XfpFrYePnw41tbW/P333zg6OrJs2TJ5ruuhQ4fk5127di23Xma+EB0dDUClSpWMHEne8P777zNixAjWr19P//79CQgIoGjRosYOSxDyNHHZWhAEg1Or1Vy6dImDBw9y8OBBrl+/Lj/m6enJunXr9EoppabRaHj58iVubm5ZOmdwcDClSpVKM/cxMDCQUqVKZfk15HdXr16lefPmJCcnU6RIEQ4dOoS5uTlVqlQBoHPnzmzYsCHL3+eCKCkpiUaNGuHj48O3337L9OnTjR2SIOQ6cdlaEASjePLkCSNGjMDNzY1mzZqxcOFCvcQRYMqUKRkmjqCdu5idhMbNzS1NAfCtW7cWysQRYOrUqSQkJKBWqwkODqZ27dp89dVX8uMHDhygRIkS3Lt3z4hR5g1mZmaMGTMGgI0bNxa63ueCkFUieRQEwSCuXLlCkyZN2LBhAyEhITg4ONC/f3+2bNnCixcvcHR0BODUqVM5cv7ff/9dbsOnM3Xq1Bw5V17n5+eX7gr23377Te9rtVrN559/nlth5Wn9+vXD3Nyce/fuMWzYMJFACsIbiMvWgiAYRLNmzTh//jwKhYJjx47RokULucc4QJkyZQgMDEShUODn58fatWtRq9XMmTPHIH/rFSpUwM/PDwBzc3MSExMLXT3DpKQkGjZsmGa0Nz3ly5eXv19t2rRh7NixdOvWrVD3eE7dHOD+/fuUL1/eiNEIQu4Sl60FQch15ubmAHz99de0bdtWL3EE6Nq1K6Bd1VquXDmWLFnC8uXLcXV1NUi/ZU9PT/m+rrZjYUiEUlJS6NSpE3Z2dtjY2MiJo6WlJd27d8fX15eZM2fKP4+SJUvy2Wef6dU1PHHiBL1798bU1JS6devKi5oKE41Gg5WVFaD93pUtW9bIEQlC3iWSR0EQDOLmzZsANGrUKN3HV65cyYoVK9JsT0xMZMaMGe98/sGDB2NiYqKXML569YqRI0e+87HzqjNnzmBubs6hQ4eIjo4mOTkZgAkTJhAXF8fu3bupVq0aCxcuJCEhgfDwcIKCgli0aBHly5dn5cqVVK9eHScnJ/mY165dw9HREYVCgampKQMHDjTWy8tVSqWSadOmAdryUKJpgCBkTCSPgiAYVOpE5HWTJk1i27ZtVKhQgW+++YamTZsC2vmSuuQzuwYNGkRycjLJycmo1Wq5T/H69et59OjROx07Lxo5ciQtW7aUC1sXL16chQsXcu7cOVauXJnm+UqlEgcHB71tEyZM4MaNG4SGhhIZGYmNjY3e4ykpKfz+++98+eWXOfY68pJevXoB2kvWgiBkTCSPgiAYhIWFBcBbu8YMGjSIe/fuMWPGDBo3bgyAv78/1atXx93dXZ6H9y6USiXNmjWTv96xY8c7HzMvuHbtGmvXrsXCwkKvSLqHhwc3b95k5syZckKeVXZ2dkRHR/PBBx+gUqn05jzFx8cD2g412W0lmR/oLter1WqxYEYQ3kAkj4IgGIRupbO7u3um95k0aZLe3Mjnz5/Tv39/g8QzYMAA+f7MmTPzbes5jUbD0KFDKVasGHXr1mX06NF6czpjY2N59OhRmlHF7Nq7dy8PHz6Uf54mJiZ88skngHbRU82aNbGzs2P06NEkJCQY5JzGFhQUxPLly+XV+T169NBbPCMIgj6RPAqC8M4kSZJXNW/fvj3T+5UoUYInT56wdOlSypQpA2hH1ywtLVEoFHTr1i3bMfXr108ecdRoNDx58iTbx8ptx44do2PHjnz//feULl2azZs3ExwcrPecqVOn8urVK3mRhyE9fPhQTrYtLS2JjIwkJiaGkJAQQNulZu3atRQvXpxHjx5x48YN+vTpk6lV3nnN/fv3qVWrFp988gne3t4AfPzxx0aOShDyOCkL5syZIwF6t6JFi8qPazQaac6cOVKxYsUkCwsLqWXLltLNmzezcgopMjJSAqTIyMgs7ScIgvGkpKTI7wl9+/bN1jF+/vnnNO8vgNS7d+9sHe/FixeSra2tfJxvv/02W8cxBjc3tzTfh5o1a0rz5s2T5s2bJ61ZsybHY5g9e7Z8bltbWykxMVFq2rRpmrhUKpV838XFJcfjMqSQkBCpQoUKEiBVrVpVWrx4sXTlyhVjhyUIRpGV/CvLyWPVqlWl58+fy7eXL1/Kjy9evFiytbWVdu7cKfn6+kr9+vWTihUrJkVFReVI8IIg5A3+/v5yArFw4cJsH2fWrFlSt27dpAkTJsgJlImJifx4cnKytHr1auno0aNvPM6YMWP0Epw2bdpI0dHR2Y4rt3l4eOjFP2rUKKPEsWvXLjmGJk2aSCYmJvLXCxYskJRKpV6cCoXCKHFmR3BwsFS9enUJkDw8PKTg4GBjhyQIRpWjyWPNmjXTfUyj0Uhubm7S4sWL5W0JCQmSvb19lj4li+RREPIXtVotNW/eXE4gFi1aZJDjvvfee/Kol+48np6e8nl8fHzS3W/EiBF6CU3Hjh0NEk9uOnDggN5reP78udFiSf2z1SWI9evXl9RqtXT37l2pS5cueqOQDx48kE6ePGm0eDPj2bNnUsWKFSVAKlasmHT79m1jhyQIRpeV/CvLcx79/Pxwd3enTJky9O/fH39/fwACAgIIDg6mffv28nPNzc1p2bIlFy5cyOppBEHIB+Lj4+nRowdnz57FwsKCM2fO8Nlnnxnk2EWKFAEgNjYWgDVr1vDw4UP58fQKgCckJPDLL7/obUu96jq/6NSpE5aWlvLXFy9eNFosK1eulL/XZmZmXL9+ncuXL6NUKqlYsSK7d++WW0+q1WrKlStH69at6d27NykpKUaLOyMajUZe8e/h4cGZM2eoXLmyscMShHwlS8ljw4YN2bJlC0eOHGH9+vUEBwfTpEkTQkND5cncRYsW1dunaNGiaSZ6p5aYmEhUVJTeTRCEvC0gIIBffvmFxo0bs2/fPszNzdm4cSPNmzc32DlevHgBaP/ZOzo6Mm7cOL3Hq1Wrlmaf4cOHk5KSgkKhkJOvgwcPGiym3DR37lz5fs+ePfHy8jJKHLVq1SI8PJwFCxZw//59atSoofe4iYkJd+/eTVNUe+fOnZiamtKyZUu+//77PLPa/bvvvuPkyZNYW1tz7NgxypUrZ+yQBCH/eZchzpiYGKlo0aLSsmXLpPPnz0uA9OzZM73nDB8+XHr//fczPEZ6i3AQl60FIc/x9fWVxo4dK9WvX1/vb9XR0VE6ffq0wc83c+bMdN8bdLf9+/en2cfOzk4CpC5dukjTp0+Xn/vVV19JCQkJBo8xp509e1Z+DU5OTsYO54327NkjWVhYSKampun+vCZOnGjsEKXr169LZmZmEiCtX7/e2OEIQp6So5etU7O2tqZ69er4+fnh5uYGkGaU8eXLl2lGI1ObOXMmkZGR8u3x48fvEpIgCAaWlJTE559/Tu3atVm9ejVXrlxBoVDQoEEDpk+fzr1792jRooXBz7tw4UKePHnCt99+y7Bhw9i8eTNqtVquv9etW7c0XWl0tQlbt27NwoULsba2BmD27NnUqFEjT15GfZMmTZrII6g5UZLHkLp160Z8fDxJSUlIksSPP/5IpUqV5Mdv3bplxOi0UxoGDRpEUlIS3bp1Y9iwYUaNRxDytXfJUhMSEqTixYtL8+bNkxfMfPPNN/LjiYmJYsGMIBiJWq2Wfv/9d2nv3r2Sn5+fdOjQIWnhwoXSnj17JI1Gk6ljHD9+XCpTpow8etS1a1dp+/btUmBgYA5Hn7HUZWyUSqU0cOBAKTk5WZIkSXJ0dJQAycbGRkpMTJR8fX2lsmXLys9/2yrtvGbFihUGX4iU2zp27CgBkrm5ebqjxbll8uTJcnm51FVCBEHQyrHV1p988ol06tQpyd/fX7p06ZLUpUsXydbWVv5HsnjxYsne3l7atWuX5OvrKw0YMECU6hEEIzly5EiGl3znz5//1v3j4+MlBwcHuX6fl5dXLkT9domJidKPP/4omZuby6/H2tpaio2NlY4fPy5vW716tSRJ+mV7Hj16ZOTos8bX11dSKBRyncf86MKFC3q/e5cuXZIfu3//vjRs2DApNDQ0R2M4evSofP6DBw/m6LkEIb/KseRRV7fR1NRUcnd3l3r27CndunVLflxXJNzNzU0yNzeXWrRoIfn6+uZY8IIgZOzq1avyP0wTExPJ09NTKlWqlARI1atXf+v+27dvlwDJzc0tT9ZIDA0NlcqXLy+/xkaNGsnlfQBpxYoVUnR0tOTs7CwBUtOmTY0dcrbMmjVLLpGTF38OmXH8+HF5LmSvXr0kSZKkDRs2yIlx1apVc+zcUVFRkru7uwRI48aNy7HzCEJ+l2PJY24QyaMgGEZCQoJc1Fk34rZx40YJkJo3b/7W/fv06SMBUsWKFaXu3bvL/+RTUlJyOvRMi4+P1+sik/qW+nI7II0YMcLY4WZLbGys/BoGDBhg7HCyrFGjRml+Nq8vugKkAwcOZPqYarVa+uqrr6SVK1dKgYGB0sGDB+WpC6/bvHmzfI7Y2FhDvSxBKHBE8igIgiRJklSjRg0JkHbv3i1Jkv5oZJ8+faTZs2dLPj4+UkxMTJp9Xy+2rbt9+OGHufwq3szf31/udFKkSJEMV/sC0tKlS40dbrboClqrVKp8den9/ffff+OKeRsbG8nS0lL+ul+/fvK+27dvl5ycnOTHLCwspIULF0qVKlVK91gqlUr64IMPpPDwcL0Ybt68KT/n6dOnufwdEIT8QySPgiBIkiRJI0eOlEC/y0pG/9BtbGykSpUqSV9++aW0detWydXVNd3nrVixwoivKH3R0dHye0ZsbKzUs2dPqUyZMlL37t2lzp07yyOwpUqVMm6g2XTz5k29VoBubm6Sv7+/scPKkFqtlubNmyfHW758eenAgQNpyi9duXJF2r9/v962Fy9eSHXq1Hlj0vmmm5mZWZoFXa9/iBIEIS2RPAqCIEmSdkGCbiROt1Dg8uXLciLSqVMnydraOsN/xNWqVZMuXLggqdVqSZKkTK/SzmtSr1r++OOPpQMHDmR4mTOvWr9+vV4C6eLikmdfQ61ateQ4FQqFlJiYKEmSNqmcOXOmNH78eOnw4cPy81MvqlGpVPJ9c3NzqXnz5lLdunWlkiVLpvkQEx4eLvn4+EheXl5yjU9AatmypV48TZo0kQBp586dufltEIR8RSSPgiDIPvnkEwmQKleuLCd/ly9flh4+fChJkjYhjIqKku7fvy/9/vvvUuvWraU6depIM2bMKFBzxFKX7Ek9h7B169ZSyZIlpVmzZhk7xLeKj4/XS4TzYt/up0+fyvHVqFEjUyOkt2/fTvOzqVChgt5z1Gq11L17d6lly5ZpLk3r6MrxAFLJkiWlXbt2SZIkyZe6jVkqSBDyuqzkXwpJkiTykKioKOzt7YmMjMTOzs7Y4QhCvhcZGYmzszNqtZqnT5/i7u5u7JCM4sqVKzRo0OCNz/nss8+oV68etWrVwtPTM5ciy7ohQ4awdetWANq1a8ehQ4fS7fVtDF988QVfffUVJiYmJCcnZ2qfhIQEqlevTkBAAGq1GoBdu3bRo0ePLJ07KSmJatWq4efnJ2+zsrIiLi4O0LbL9fb2pnjx4lk6riAUBlnJv96pw4wgCHmfvb09pUqVAuDBgwdGjsZ46tevz59//knPnj3p16+fvF2p/O9tcPHixfTu3Zty5crh6enJkiVLSEpKMka4b7RhwwZcXV0BOH78OP369ct095y5c+dSunRpBg4cyO7du7l69arB4lq+fDlfffUVABUqVMj0fhYWFvj5+ZGSkoIkScTGxmY5cQQwMzPj/v37eHl5yQmiLnEEbb/0vXv3Zvm4giC8JqeHQbNKXLYWBMPT1T/85ZdfjB1KnqKby3n79m2pbNmykqmpqVx7UHerXLmykaNMn1qtlmrXri3H6ejoKL148eKt+6Uurq67NWzY8J27Bi1atEjvmGvXrn2n472r5ORkeb5vsWLF5Li2bt1q1LgEIa/Ktd7WgiDknqSkJP755x9WrFhBv379GDNmDAkJCZna18bGBoDExMScDDHf0Y06Vq5cmYcPH5KUlIRGo2H16tXycxwcHIwU3ZsplUq2bt2Kubk5AOHh4RQvXpwrV668cb/0fgf++ecfSpcujYODA61atZJ7hGfkyy+/xN7ennr16jFq1CjKlSvHzJkz5cdv3rzJyJEjs/GqDMfLy4vk5GScnJy4evUqL1++5OTJkwwcONCocQlCgZALyWyWiJFHQUjr/PnzcqvA1LcOHTpI8fHxb92/R48eEpClPvOFWc+ePSXQ9s7O611dEhMTpc8++0z+nbC3t093odOLFy+kChUqyM87e/asFB0dLc2aNSvNaKSVlZU0Y8YMafbs2ZKZmZkESE2aNJFiY2Ol3377LcPV+Z6ennmmjeWHH34oAdLMmTONHYog5AtitbUg5FOxsbHSiRMnpEWLFkm9evWSRowYoZcYAFKXLl2k/v37yyVNRo8eLe///Plz6fbt2/L96dOnS1u3bpWGDBkiAVLnzp3zbbmd3PLVV1/J3+vu3bsbO5xMS73S2MrKSv490KlXr55eOZzU1Gq1tHLlSqlJkyZpLttndLO1tZXL49jZ2UkzZszIzZf7VrrXq1txLQjCm4nkURDymeTkZGn16tVyH+aMbvPmzZP3OXjwoJwI3Lt3T5o+fbpcDLtNmzaSo6OjXk1A3f0jR44Y8ZXmbZcuXZKTJ09PT3lOZF4WHR0tbdiwQZo4caLe70qRIkWkS5cuScWKFdOr5VmyZEnpzz//zPB4Fy5ckCpWrChZWVlJCoVCcnV1lbp06ZImqXw9Oc1p/v7+0uPHj/W2qdVquYZkarq+7IDk5+eXWyEKQr4mSvUIQj7y+PFjOnXqxM2bNwEoVqwYTZs2pXr16jx48ID4+Hj8/f1p2rQpK1as0Fsd3LFjRw4fPpzpc7m4uHD69GmqVKli8NdREFStWpXbt29jZWXF8+fP8/x7UFRUFCVKlCA6OjpTz1cqlSQnJ+v9DmVWSkoKbm5uhIaGYm9vT0RERJaPkZ1z9urVi2PHjhEfHw9o/z46d+7MxYsXuXPnDgDz58/n888/ByAoKIgKFSqQmJjI5MmT+e6773I8TkEoCLKSf+WNwmCCUMh4eXkxZMgQlixZwu3bt7l58yZOTk7Mnz+fUaNGZbpm33fffcfFixeJjIzEzMyMLVu2oFar2blzJy1atKBDhw7s2rWLxMRE6tWrx3vvvScvsBDSCggIAGD06NF5PnEE+Pvvv9Mkjp06dSIkJARvb2/UajVKpZKmTZvi4+NDt27dspU4gjbx1NVg9PDweOfYM+Ojjz5i3759etueP3/Ohg0b9LbNnj0ba2trJk+ezPXr10lMTKRy5cosXbo0V+IUhMJGJI+CYATr1q1j1KhRSJLE6dOnAWjevDl2dnbExsZib2+fqeNUqlSJI0eO8P333zN+/HiaNGkCoLeiNPUqWCFjCQkJ8uhW586djRxN5ty+fVu+X79+fWJjY/n999/lxPf69eu4uroapDD8rl275NHGBQsWvPPx3iYmJoYdO3YA2t/zPXv2cPfuXb7++mtu3bpFiRIlGDhwIOvXr+fp06dMnz6dU6dOcejQIQD8/Pw4f/48LVq0yPFYBaHQyelr6Fkl5jwKhcHx48el999/XwoMDJT77upuSqVSunTpkrFDLHS8vLzkn0Fe7Rmt4+PjI/Xo0UOe4+rp6Znj51y9erUE2l7VufH+PHToUPnv4U3n8/b2znCOcPPmzXM8zsxISUkxdgiC8FaizqMg5HFt27bl8OHDlCpViiVLlug9ptFo8PLyMlJkhdfixYsBKFKkSJ5p9fe6pKQk+vTpQ+3atdm9ezcpKSkolUp++umnHD93jx49UCqVSJLElClTDHbcbdu24ezsTO3atXn06BH37t3DwcGBTZs2AdChQ4c3TiGoU6cOy5Ytw9TUFGtra5o1a0bTpk0BOHv2LI0aNeLRo0cGizezwsPD2bVrF7Vr18bU1BRPT0/+/vvvXI9DEHJEzueyWSNGHoXC6MSJE3ojJqITTO4KDAyUv/ezZ882djjpio2NlVxdXfXK8bRq1Uq6cuVKrsXQvHlzCZAsLCwyVV/0bdIbNVQqlfJ9V1dX6fnz59k69oQJE+TjfPDBB1JQUJCUlJQkSZIkRURE5Ojo8s2bN/WqHehu5ubm0oEDB3LsvILwLsTIoyDkM61ataJjx47y1/fv3zdiNIXPp59+CoC5uTlz5swxcjTp69GjBy9fvgS082MjIyM5efIk9erVy7UYvvjiC0A7P3To0KFZ2lej0TBv3jwqV65MuXLlaNiwIc2aNZMfV6lU8vMAtm/fzosXL3Bzc8tWrN9//7282Gbfvn14eHhQr149tm3bhouLCyVLluTy5cvZOvbbTJ8+nfDwcDw8PBgzZgzXr1+ne/fuJCYm0rNnT+7du5cj5xWEXJMLyWyWiJFHoTA6dOiQPDrRtm1bKTQ01NghFSq6EbXcmDuYXf3795fnHD569MhocVSpUkX+XXV3d5eOHj2aqf1q1aqV4dzEsWPHStHR0VK3bt2k5s2bS+fOnTNYvFOnTpXnhmZ0a9WqlTR27Fjp/Pnz0o0bNySNRiNpNBrJ29tbunTpkhQVFfXGcyQnJ0v+/v7SsWPHpM8//1wCJBMTE70ak0lJSVK7du3kOqyiWL+Q14gi4YKQz9y8eVNuEafrGKPRaNItgCwY3kcffSRfVsyroqOjJVNTUwmQihcvbrQ4Jk2apJd4qVQq6cGDB2/c58GDB3pFytu0aSNVqVJFGjBggEETxTdJHbO9vb1eq8bXbzVr1tTryFOxYkW9y/SBgYHSJ598InXo0EEqX758usnpxIkT08Tw8OFD+bm5XWRdEN5GJI+CkA/t27dP/sczffp0qWrVqpK5ubn0zTffSNHR0dLnn38u/fHHH8YOs0D64IMP5K4sGQkMDDR6Mj9r1iz5d2TPnj1GiUE3gqhQKOREyMrKSvr3338z3Ofs2bNy3Ddv3sy1WENDQ6W7d+9KU6dOlc/fokULKTQ0VIqMjJQ+//xzqXnz5tLSpUulunXrSiYmJpKFhYXevFIrKysJtK0qX716Jb169Upv7qnuZmZmJlWsWFHq1KmTtGLFCnl+5esaN24sAdLSpUtz7fsgCJkhOswIQj7Vtm1bTpw4keHjCoUCtVqNQqHIxagKhveUfYwdgiypQ33Kzr3DRo9z6T5+JgHGrB9LySWXkVJScjm6nHNc8qJ58+acOXMmx881cuRI1q9fr7etVq1a+Pj4ZLiPWq0mMjKSjRs3kpSUxIgRIzh58iT9+/cHtMXR69aty+7duylTpgwzZ86kXLlyeHp6Urx4cXne5pusX7+ekSNHUqpUKR48eJBnV/YLhY/oMCMI+dTy5csZO3YsSUlJDBo0CEtLS2bPnk1ISAgAkiTh7OzMr7/+qrfARhDyAycnJyZOnJjj55kwYUKaxLFYsWL8888/b9xPpVLh5OTE9OnT5W39+vXD2tqaHj16EBQURFBQEKAtMaQryp8VgwcPZsKECTx69IgbN25Qp06dLB9DEIxNJI+CkIfUrFmT8+fP620bOXIkgYGBlC1bFtDWj+vevTvz58+XV6yK0Ys8TKEAhX5hC0kJSkUmLvqoVKBJ9TxJA3nrYlGWhIaG5vg5bt68yQ8//ABok8GePXvSu3dvevfune3WjF26dOHHH39k5cqVlCpViqFDh2YrcQSwtLSkbNmy3Llzh19//VUkj0K+JC5bC0I+0bNnT1q0aMHGjRu5efOmvL1Zs2bUqlWLV69eMXbsWNGOLQNGuWytVGHiUZzkYo6g/G+qwcs6VnQZdpavXH3T3e16YiI990/Ec2cSipT/3qJNIuKRAp+giY3N8dBzwjHNnzl6/IiICNzd3YmPj0ehUBAREZEn/4/s2bNHLrp+9epVateubeyQBEFcthaEgmjXrl2o1WoqV65Mhw4dAO0oxrlz5zh3Tjt3Ttf/t3Tp0kaMVNBRmpkSVacYwQ2VaMxSJYHuMdSzDshwPydVMhWqPcFPU1K7HANAAruHVrj/FZdvk8ecNmvWLLk/+YIFC/Jk4gjQvXt3+vbtyx9//EHnzp3lHuSCkF+I5FEQ8hGVSkXjxo2ZMWMGPj4+TJw4kS+++IIyZcqwe/duEhMTefDggUge8wiFhTmhlVV0f+8irmZR8nZ30wjqmQcDNunu56I0Y3qpw/zrWgo1/41YrvFpQdELdpD73fbyhT179gBQqlQpPv/8c+MG8xaLFi1i9+7dPH/+nM2bN+vNsxSEvE4kj4KQzzRs2JC7d+8CMHfuXHx8fPD392f37t0AuLu7c+vWLSpXrpztOV6CgahUJLhqmOByluIqK/2HFOknjgBWSjNaWSTTyuKB3vbj7pXRWLkg1tqn5eXlxfPnzwHyxYensmXLsnjxYj755BNWrVpF9+7dKV++vLHDEoRMEf9ZBCGfSUlVuuX06dOA9p+lbkFN1apVqVatGt9//71R4itUlCpUDvaoirqme8PFCclCjSmgUij1bm/z+vNVCiW2ZgkkOZjqn6dIEZRWVm89XkG3bNkyABwcHDh69KiRo8mcwYMH4+joyOPHj+nbt6+xwxGETBMjj4KQz1y7do3t27fz+PFjJkyYAIBSqeS3335j8uTJXLp0CYAXL14YM8xCQeVoT1wDT2KKp/9WmmKpwM3jBRaZSBYzo6rdc3Y0LI9NMc//YkgCx1tR4HMXNGqDnCe/0Wg0XL16FYCPP/4YMzMzI0eUOa6urpw8eZJatWpx/fp1fH19qV69urHDEoS3EqutBaGAad++PceOHUOpVLJhwwY+/vhjY4eUJ+TEamtV+bI8HFoUx9qvUKRTesdcpaZPCW+G2/tjrjB95/OdSYCVT9vxNMZe3hYZa4nNfluctl9DSkx853PkpJxabf3ee+9x/PhxAF69eoWLi0uOnCendO/enb1791K/fn0OHTqEs7OzsUMSCiGx2loQCqnffvuNY8eOoVKpUKvVjBkzhl69ehX6D2I7duzIkeNqbCwxrxrBuirb0n1chURRlQZzhbVBzlfHLIFvPPYQK/331n07sRjzrw/AWaEgT40E5JJDhw7JiWP37t3zXeIIsHTpUk6fPs2VK1do3Lgxp06dwt3d3dhhCUKGRPIoCAWIrhONWq29fOnh4YG1tWESl/zKy8uL/v37007RO/M7pdf+8fWLNAoFkrkKZ+sYaphZvFuQmWSjtMDmtSvgKp6htpSgkC6O2rZNm7jb2dnJi8bym3LlynH+/Hk6duyIn58fq1ev5quvvjJ2WIKQocL5biMIBdSwYcMoV66c/PWvv/6aqX67BdmVK1ey9HyltTWqKhWQGtf479aoBiZlS6MwMUFhYoJJmVJIjWoQXtGaYlZRbz+okCOePHnCn39qL4VXrlzZyNG8mypVqjBlyhQAuZqCIORVYuRREAqQkydP8umnnzJixAhA+0+ofv36Ro7KuHQLKTJL6erC0zbOxJTWyNsUagVFrlniEBKGJEmENyjGq7oK1EUT+Z/jfUOHLGTS1KlTSU5ORqFQyC0J8zPdYpkTJ04QGxtb6K8aCHmXSB4FoYC4ceMGXbt2BWDgwIH89ttvjBgxgurVq1OrVi3jBmckU6ZM4cSJE1naJ6WIHTGN4hla/aK8LU5txs7kpjictEABhFZX0PO9i5Qxf0Ub6/uA+Cef2zQajTzq6OHhQb169Ywc0btr1aoVZcuWxd/fn23btjFq1ChjhyQI6RKXrQWhgPD09KRUqVLUqlWLdevW0aVLFxITE5kwYQJ5rKhCrpg4cSIrVqwAtB1HMkttbUqNkk/41PmWfJvucokkt2QUpqYoTExIcktmust5htkHUcFUJI7GUKlSJfl+06ZNjRiJ4ahUKkaPHg381y1HEPIiMfIoCAWEtbU1t27d4u7du1hZWbF69Wr+/vtvzp07x4ULFwrMP9jMWrduHaDtuHP//n06WwwCQGFujtLGGpTpzwWNtzfBxjQRU8V/j5sqlKgsU9A424EkobRQY6pQ6j0nt0Vq4glRq7mb5I4qoXD1nDl//jx+fn4ANGjQgF9//dXIERmO7lK1paWlkSMRhIyJ5FEQChBra2vq1q0LQMmSJencuTNeXl4MHjyYX3/9lSZNmhg5wtzxzz//kPj/NQ8/++wzatasSQmqAaAsVYKI2kVItko/4YoqCx2s9QusmypUlHN7xbNW2hHMssUeY4rxEke1pOFInBtbnjUhKMIB6ycSkrrwFAjfvn07AObm5vzzzz9GjsawdFcJEvN4zU6hcBPJoyAUYF9++SXnz58nMDCQpk2bMmDAAL755hvMzc2xsbHBqoC2tduwYYN8f+LEiQCUUGiTx7jyTgR3TMbZJTrdfavahdPS5g6pZ/WYoKJPMW+2djZFIyno737FqKOOKaj540V9Ag+VwfKVhPPNGKTklLfvWEBs3rwZgKSkJCNHYnhFixYFtCvJBSGvEsmjIBRg1atX58aNG3z22Wds3LiR33//nd9//x3Q9gC+e/eu/M+qIBk+fLheAuno6AgRgEJBjLsJH9U+TTc7n3T3tVKm4K5SAf/VblQplHSzeUijCgEAFFVpMDVQ4e/sUEsSN58Xo/TfUaievEITHYNUgFsTpqSk0L9/fyIjI1EqlURHaxP/bt26GTkywztw4AAAzZo1M3IkgpAxkTwKQgHn4uJCo0aN2Lhxo972iIgITE3fvWVeXjRz5ky9r0eMGMG1Jf4AqM0UVLR4TnUzU1Tp9pw2T/eYLiprXHJ5sFEtadLdrkFDcqIJqlchpATn7x7mERER/PTTT7x69YrZs2ezf/9+WrdujYeHBy9fvuS3337jwoUL7Ny5U28/KyurNNvyu4cPH8qjqr17Z6GovSDkMpE8CkIh8OLFC8zNzfXmUZUuXRonJycjRpUzTp06xcmTJ/W2ubu7cw1/kCTMIzV4vaxLhPoOdSwDqW1m3IUv6UmUkvkn0RTfhFJopLQJboJkguKFOSQlGyE6wwkODqZ06dLy7+V333331n1cXFywtrbGy8sLZQHrqvPixQskScLW1pbWrVsbOxxByJBIHgWhEJgyZQrJycnMmzdP3vb48WPi4+ML3KrOoKAgva/79OnDpEmT+GvKOQBsHyXie6o83kXK0qrWHVaUOIq9Im99D16pE1n6uCs3b5aC9AYfNQqK3FAgxcfnemzvKiEhgYkTJ9K6dWumTp2a6YUhCoWC8+fP07hx4xyO0HiiorTdikRfayGvE8mjIBQCVlZW1KlTR2+bWq3mwIEDBe7y2JAhQ3j27BkJCQm8//77aZINM79nlE4uSqKjOaetyhPtfgj7PDaAFaI25aZvKcrsTkGhTlujUyFJmD6PQhObv5LHuLg46tWrx507d1i/fr28feHChdSqVYuAgACGDx/O8ePH6dKlC5IkUaNGDfr160e/fv3w9PQ0YvQ5LzQ0FKVSibOzs7FDEYQ3EsmjIBQStra2abYpFAWzPuBnn32W4WMpL17CyxCs7O1QtqlEYh6snx4rmWL5TIXZ+X+RUtJfRa1WqyGfFX9Pr93e+PHj08xR7dSpE927d2f37t3cuHGD0NBQJk+enEtRGs/z58/RaDSUKVPG2KEIwhvlsc/bgiDklBYtWtC8eXO9bdWqVTNSNLlP5eKsvTk7oXJyQGFvi8ZMypNvgiok1OagdHTQFjRXKJFSUvRu+S1xTK1t27bs3buXwMBAVq1ale5zvLy85NXUT58+ZfDgwcTFxeVmmLnO0dERgPDwcCNHIghvJkYeBaGQUKlULFy4UE4gy5UrR8WKFY0cVe4J6VJB72u1GdiWisBamfdGX+2ViaSUi+dlxzJYhGuwu/aMlEePjR2WwSxduvSt/daVSiV79uxhwIABbN++nd27d2NnZ0dMTAwWFhZv3De/0pXNCgwMNG4ggvAWefFDtyAIOSR1P+BJkyYZMZLcl9wjXO+m/CCUfmWvYZXHVloDFFFJ9Krig7p7GE/bQZKHi7FDMqhx48Zl+rm//PKLnCyq1WpiYmJyKiyj083PvX37Ni9e5O8STELBJkYeBaEQcXZ25oMPPmDfvn1MmjQJpVLJ2LFjjR1WrthQY4ve1yokiqqSsVTkvS47jkpLxjmfo6/DZX5wbYvfySoYryS54ahUKtRqdZYWvlhYWLBs2TLGjRuHQqHAxaVgJdKpBQcHy/eTk/N3GSahYBMjj4JQiCgUCv7880/Kly+PRqNh3LhxTJkyRe6nW5DVNTfTu9UyN6eYiU0GhcKNS6VQ4mFiQ11zMypZB6M2y3uX1t/Ftm3biIiIyPTzixUrBmj7PgcEBORQVMb3+PF/UxPs7e2NGIkgvFnee9cUBCFHJSUl6Y1wrFixgl9++cWIEeWONRHFWRNRnL/jVcRoEowdTqHUuXNnQJsEPnjwINP7pe7B/vrK7ILkvffek+chDx8+PN0PdXfv3uV///sfbdu25cMPPxTzIwWjEMmjIBQy/v7+cm9gnSVLlhgpmtzzzanOfHO6M4sDO/FMXXD7QOdlqWtuvl539E3atm0rl6/ZsWMHc+fOJSwszODxGZtKpWLp0qUA/PHHH5w/fx7QtnA8duwYmzZtol69evzyyy+cOHGCbdu2Ua1aNQ4ePGjMsIVC6J2Sx0WLFqFQKPTqbw0dOhSFQqF3a9So0bvGKQiCgTx79izNtrt37xISEmKEaHJPWS81Zb3UBFwrweMUO2OHUyilnq9YokQJ5s+fL3dVeRMTExPu3r0rX8qdN28ebm5u+Pn55VisxtKlSxeGDx8u358wYQKOjo60b9+ejz/+mNjYWFq3bs3mzZtp1qwZsbGxfPHFF0aOWihssp08XrlyhXXr1lGjRo00j3Xo0IHnz5/LN/GpSBDyjqdPnwLaQsz9+/eXtxfU8ic6pmf+xfSMLzaPFUSoC8Lyk/xn+PDhDBkyBNAWxJ4zZw729vaZqt9oZmbGiRMnKF68OKBdUFKhQgU8PT159OhRjsad27788ksqV65MZGQkP/zwg95jc+bM4dixYwwZMkSebnL9+nXi82GrSiH/ylbyGBMTw6BBg1i/fr1c1DQ1c3Nz3Nzc5JuTk9M7ByoIgmHoRh7d3d1ZvXo1NWvWpGvXrtjY2Bg5spylLa6djEINagrWApT8JL3L1f/++2+m933y5Alr1qxBpdKWWPL392fq1KkGjdHYSpYsyc2bNzly5Ajdu3fHxcWFMWPG8OTJE+bOnSu/9qSkJAA0Gk2BLmEk5D3ZSh7HjRtH586dadeuXbqPnzp1CldXVypUqMCIESN4+fLlOwUpCILhpE4eHR0d8fHxYd++fUaOSigMLl68yKZNm+SvFQoFFSpUoH79+lk6zqhRo/SSpYKYOCmVStq3b8/u3bt59eoVq1evlkdddTw8POT7uoRSEHJDlus8bt++nWvXrnHlypV0H+/YsSN9+vShVKlSBAQE8MUXX9CmTRu8vb0xNzdP8/zExEQSExPlrzMz/0UQhOxLnTxCwe1vLeQ9gwYNws5OO9+0WLFi6c6/zayVK1fK9wvrnL+HDx8C4OTkJK7wCbkqSyOPjx8/ZtKkSWzbti3D+VH9+vWjc+fOVKtWja5du3Lo0CHu37/PgQMH0n3+okWLsLe3l28lS5bM+qsQBCHTXk8eBSG3BAQEyJeonz9/TsuWLbl582a2jtWpUyf5fmEpdP863YKh8uXLGzkSobDJUvLo7e3Ny5cvqVu3LiYmJpiYmHD69GlWrlyJiYkJ6nTKXxQrVoxSpUpluCpu5syZREZGyrfURVIFQTA83YIZkTwKxnbmzBl27NiRrX3nz58v3y+IZXsy8ujRI5YsWcLQoUPp06cPQKHqUS/kDVm6bN22bVt8fX31tn388cdUqlSJTz/9NN05F6GhoTx+/FjuEPA6c3PzdC9nC4JgeGq1Wu6Zm3q6SKEhSZhFS+x5VYdo9R15s7UykToWT6hgqr8K+0lKDP8kuBOhfnsLw+Km4TQ0D8dRlffaHeYVPXv25OzZs5QoUYL4+Hju3r2r1289K/z9/eX7z549IyAgQK4FqbN27Vo8PDzo2LHjO8WdV6xfv54xY8akGagZNGiQkSISCqssJY+2trZUq1ZNb5u1tTXOzs5Uq1aNmJgY5s6dS69evShWrBiBgYHMmjULFxcXevToYdDABUHIOoVCIXet+Pjjj7l3756RI8p9do8SuHqmEhcd/7vUp7ROZmStc0xzuqfXrvBEXGm+/rcTSeFvL2PkUiKCFVW201SsW8jQzp07Ae0HFwcHB4AsL5bR2bFjB61bt+bx48dIkoSnpycVK1bkvffeY+nSpVSoUEEu4VO3bl3++usv3NzcDPI6jOHcuXOMHj0ajUZD69atadOmDZUqVaJWrVqUK1fO2OEJhUyWF8y8iUqlwtfXly1bthAREUGxYsVo3bo1O3bswNbW1pCnEgQhG5RKJeXKlcPPzw8zMzMkSSp0C2bMHryg1MGiqC3/y/LiiphztFhlpjrdJXXudzqiEtYnrSnun/zW4wbXd8G3bEmaWjzNgagLlh9++IGEhATc3d2znfh4enoSFBRE165d+euvv5Akibt373L37l22bdtGeHi4/Fxvb2/c3d0JDAzUW6GcX6jVasaPH49Go2Hw4MFs2bKl0P3dCnnLOyePp06dku9bWlpy5MiRdz2kIAg5RK1Wy32tf/zxx0L5Dyjl2XNUL17qjTBalPXAv5s9GjSQKn0MinXExTce5eXbbz2ug2Mdnic7ACJ5fJOIiAgWLFgAwIIFC1Aq361L7u7du9m0aRM3btzgzz//JDg4WE4cK1SowP379wFtP+1vvvmGH3/88d1egBFs2LCBf//9FwcHB7777rtC+Xcr5C0GHXkUBCFvu337NtHR0dja2tK0aVNjh2MckoSUkqK/Ta1GkrT/kJMlNZGaBOIkiYh4S5yT1EjJSW89rCpJ4lmCA0Ep/9UcVAIOShNslNnv3mOqUJNsqUD1WkMGKTERTXw8/P80hPzi7t27REZGYm1tzUcfffTOxzMxMZHb+c2YMYPSpUvLcwIDAwPl51lYWDBw4MB3Pl9uCw8P5/PPPwe0i4RSt3gUBGMRyaMgFCK6OY7VqlUTRYUzEJQSz5rQ5tyKLEb4XSeKRIWQto5EWhYhSRy/VZmncfb/bVMl093Vh362zzFXmGYrnhJmoURUkTBJ+G9FrUIC24B4VD730CQkZOu4xqLRaACws7Mz+O9giRIlOHv2LOPHj+fjjz9m3rx5hISE4ObmxvPnzw16rtwyd+5cQkNDqVKlCqNHjzZ2OIIAiORREAqVBw8eAIgJ9m/gm+SG1+X62N01oViQGsIiM7Wf2dNwXE8W4+mN0vI2tQVsbmdJt0o7sp08VjULpk5DP26V/m+xh1qtJO68LcX9rCGfJY+6Vf7Pnz+nR48e/Pzzz+m2uc2uxo0b4+3tDcCVK1fYsmULwcHB9OrVS16wk18EBwfLl9m///57TE2z9zskCIYmkkdBKERE8vh2folFcfJR4XbkCVJ8AppUCy/eRPMsGJfjCWBu9t82e2vulnMlsaIm2/GUMVExr8R+wtz/u/QdqzFnVOjHlMigWUNe1qJFC9577z2OHTvGnj17aNCgATNnzsyRc/3000/88ccfJCQksGvXLnbu3EmvXr1y5FyZERYWhp2dHSYmmfvX++rVK9RqNc7Ozhm2AxYEY3i3mcqCIOQrInnMmG7qYIzaAoswDSmBQahfvEw7PzIDmoQEUp4HkxIYJN8UT16giFOhfod5iVZKMyqbWdHUQinfmlnEorRNBlX+ewtXqVQcOnSI6dOnA9p5fMePH8+Rc1lZWen1g+7duzfNmjXL1aLifn5+LFq0CCcnJ5ydnTE1NUWhUODg4PDWdrz29topENHR0bkRqiBkmhh5FIRCRJc8enp6GjmSvEWRnEJKiCWbo0px5mU5TOOyP1KYG1QKBTY2CcRVKoqF439l0BRJKfD8FepMjpYai0qlYuHChdy7d499+/bRvn17Ll++TL169Qx6nqlTp8r9n3XOnz9P586duXjxokHPpaPRaFi1ahVLlizh+fPn8hzP10VGRlKpUiUsLS2xtrbm559/JjIykrZt28rP0fUBT0pKIjExUTTUEPIMkTwKQiERHx8vtyYUyaM+KTYOxxtKFpl0wSLYhFLPIsnLa5iVKGle3J9D79fGJPa/BTrmEQrcT5mCd95OHgG+/fZbAgICAG0ZHW9vb4Mmj9u2beO7774DtA0uOnTowJ9//gmQbitdQ3jy5AlVq1ZNM6JoYmJCmTJl+PHHHylRogSTJk3i2LFjeot4dMXSf/vtNwYMGCDHrRMZGYmrq2uOxC0IWSWSR0EoJHT/qO3s7HB2djZyNHmLJjoG1wvh2AfaYBITi/LJy0ytsDYWU4WKAc4XcW4bQ0zKf6NRF16WISbQBWtvIwaXCZIksXDhQmJjYwGoUqWK3KfZUHbt2gVoW+AGBQXJUzXKli3L1q1b+eWXX/Dx8aFnz560atXqnc+XkpJCvXr15MSxatWqjBs3jm7duqXpI3/06FEWLVrEn3/+yfXr1+WuTwDLly+Xk8fHjx8D2uRTdwlbEPICkTwKwhtoNBqSkpKwyIcLE1539+5dAMqXLy+KDL9GSkxEuu2H2T0VSJocG5kypEbmUNvMR2/bL5av+MWxC9YZ7JNXKBQKRo8ezbJlywC4evUqlpaWBj2H7ve9bt26ODg4EB8fD2h7Yqfup71q1Sqsra1xcnJiwoQJfPLJJ3Lh8piYGJ4+fUrFihXTnuA1bdu2lfvGb9q06a01LGfOnCkvFLpx4wZz5sxhz549XL16lfbt2zNx4kR5ZLJGjRrikrWQp+S/2daCkEu8vb2pUaMGlpaWKBQKFAoFlpaW8qWv/MbX1xeA6tWrGzmSPEqjLQYupaTki8LbKoUSK6WZ3s1amQj55HPBrFmz5P7WO3bsMPjxdSWBdOVtJk+erPe4UqmUE9bY2FgeP37MjBkzsLa2pmPHjrRv3x57e3sqVaqEra0tjRo1okyZMpQrV4758+eT8P8lkqKioujatStnzpwBYMSIEVkufl6jRg02b96Mk5MTAMeOHaNr166MHDkSgDJlymTvmyAIOUQkj4KQDm9vb9q0acOtW7f0tickJNC3b1+5vdrb/PPPP3Tr1o0DBw7kRJhZIpJHIS9xdHRk4sSJADlSf7FRo0YAnDt3jpcvX/L111/z+PFjtm7dir+/P2q1mri4OLZv307Pnj3l0ciEhAQOHz7MsWPH5MUuMTEx/PPPPwQGBvLw4UPmzJmDtbU15cqVw9nZmb/++guAWrVqsW7dumzFa2dnx6tXrxgzZkyaUVgrK6vsfhsEIUeIy9aC8Jo7d+7Qvn17oqKiqFy5MiVLlqRChQqcPXuW5ORkbt++zZdffomPj4/cK9re3h57e3scHBwICQnh8uXLlCxZkmvXrpGcnMxff/3F2LFjqVGjBk5OTrRt21YedckNKSkpnD9/HoCaNWvm2nmzKzAwkI0bN+Lq6sr48ePFZfYC5MmTJwQFBTFu3DiuX78OaFcTG9o333zD9u3bUavVLF26lG+//ZYSJUowePBgvef169ePfv36Adp5wRMmTMDX1xeNRkODBg2YNm0aU6ZMkS9fv3r1Sn5ct5JbqVTSvn17du/e/U4xK5VKVq9ezerVqwEYOXIk69ev1ys3JAh5gUgeBeE1X375JWFhYdSrV48TJ07orXgEGDZsGD///PNb/1E8e/ZMvq/RaPjhhx/kr4sXL86UKVNo2LAhtWrVwsbGJs3+uhGQ06dPExcXx4ULF5g+fTpDhgyRn6NWqwkICKBo0aJp4kxt06ZNBAcHU6RIEZo3b/7W74ExrVixgmnTpsnzDoODg2nevDnu7u5Ur15dJJL52Lfffsunn36qt02lUskjkIZUokQJypUrx/379zNdR7JMmTLyKGJqly5d0vs6JiaGadOmcfnyZWrUqMHixYtxc3NLs9+70l1yj4mJecszBSF3ieRREFKJj4/Hy8sLgNatW6ebkG3YsIHBgwdz5swZ4uLiqF+/PvHx8URERBAZGYlaraZSpUqEhYVRt25d6taty7p167h48SKRkZFcv36doKAgpk2bBmgXD1SuXJl69epRsmRJYmJieP78OYcPH05T8uOjjz5i69at9O/fH4VCwZQpU4iKisLOzo558+Yxbtw4vRZmYWFhnDhxgk8++QSATz/9FDMzM/IiSZJYsGABc+bM0du+cOFC+b4u4Z4zZw49evRg0aJFuR1mtuTm8hspD+fWujqjqbVs2ZKOHTvmyPmaN2/O/fv38fHxoXv37nh5eWW6u8ub2NjYsGbNGgNEmJaXlxc7duwgKCiIy5cvAxi8/qUgvCuFJOWtmeFRUVHY29sTGRkpF0gVhJwSHh7Oxo0bUalUPHv2jJ9++kkuH+Lu7i7XRTSkyMhIfvrpJy5evIi3t/cbz2FlZUVcXBw1a9akWbNmrF69mjf9yVarVo1hw4bh4eGBl5cXXl5eJCcny68nMDAwT/bHDQ8PZ+HChSxduhSABQsWMHXqVL799lvOnDnDtWvXiIxM22O6evXqPHv2jNGjR/PVV1+98RzvKQ1bCiYzVA72+E+pyshehylnHkwt85d4mKQdZTaUnTF2fLFlMKX2h6OITUB69gJNXFyOnS+rjkte8n1nZ2dCQ0MBGD16ND/99JPBzxcXF0fFihV58uQJAG3atOHvv/82+HkM5fjx47z33nt62ypXrsyNGzcMkvQKwptkJf8SyaNQaEVHR1OiRIkMW4QNHjyYrVu35ngcwcHBeHt7c/XqVUJCQrC1tcXOzo5mzZrRpEkTeaU3aOdjenl5MWfOHCRJolq1anh7e7Np0yZmzpz51rZrJiYmfP/994wdOzbHX1dmxMXFMXHiRH7++Wc5KV6+fDlTpkzRe15KSgpt2rTh7NmzGR4rPDz8jfNIjZE8Kq2siOheg+AWGsyd4plc7QSjHQz/gUTncmIyQ70/Rrpph/VTiaLHnpISGJRj58uq1Mnj5cuXmTx5MhcuXECpVPLvv/9SrVq1dPfz8/Pjk08+IS4ujr1792JtnfliRAkJCTRr1gxvb23xy6NHj6ZJ0PICSZKoXbs2//77r9xG8eLFi8yYMYM6deoYOzyhEBDJoyC8xfHjx+nVq5ecOHbs2BETExNGjRpF69atSUlJwcbGRq73ltdERUVx9epVqlWrJnedCAsLY82aNVy5coUHDx7QuHFjRowYwciRI+WFCQCurq5yPTpj69Wrl1zMuXz58syePVtvTmdqkiQRFBTEnTt3qFy5MpcvX0apVNK7d2/5OXXq1OGHH36gcePG8ra4uDi2bNnCzrG5P+KkMDFB6Vma+NIORJc0pcSH/uwsdwiVImd+r0LUseyN8cQnphQH71Sl/A/JcNk3R86VHbrksUaNGly9epX4+HhcXV1JTEzE1taWU6dOpUmUzp8/T9u2beXSO/Pnz2f69OlZqr2q0WhwdHSU/97//PNPvd+bvGDVqlVMnDgRc3Nznj59Kgr5C7lOJI+C8Ba1atXi33//BWDZsmVMnTrVyBHlrKCgIBo3biwv4rl8+bLcDs1YdJfoVCoVhw4dyvZo0Pjx49m4caNcdw+0HwZcXV3x9/fn33//JSoqinYKIyULShUKUxMUlT0Jnqfhar3fcix5BEiUkkmW1Ax/1ImXc8pgejzvtJv5/MQ4PD09cXV1lYte7927l+7du8vP8fT05MCBA3Jh7s2bNzN06FC941haWrJr1y46dOiQ6XMfOnSITp06ATB27Fh+/PHHd3sxBta8eXPOnTvHrFmz+Prrr40djlAIZSX/ypvDKoKQg/bu3Ssnjjdv3izwiSOAh4cHKSkp8teNGjVi0KBBb73MnZN0i3jGjRv3TpcRf/jhB+Li4ti2bZtcTPnQoUNs3ryZs2fPEhUVZdz5Yho1UmIiisRk4hNNea6OI0QdS7KUM8tozBWm2CgtsFQlgzJvrZ6pUqUKJUuW1OuW0q1bN7y8vORahg8fPqRp06aEhIQA6I1Efvzxx7i6uhIfH8///vc/4rIwn/Obb76R7w8bNuxdX4rB6a4GvP/++0aORBDeTiSPQqFz+vRpQFuWo2rVqkaOJvekvhys0Wj47bffcHZ2xsTEhBEjRuRqLNHR0dy4cQOA2bNnv/PxFAoFgwYNwtfXl9GjRzNq1Ci5SDRoRyeNTRGfiOahDRMDe7AkpCkPkhONHVKuK1KkSLrbe/XqRWhoqPxzCg0Nxc3NjY8++og2bdoA2jaDP//8s9zJ5fnz52zatClT5123bp38d//xxx/nyTmEwcHBADlS8kcQDE0kj0Kho5vHGBAQwPbt240cTe5ZsmQJoaGhPHr0iO7du6NSqQBtrcgNGzawePFitmzZwpAhQzIc0dm7dy9jxoxhw4YNepeJs0q3wtzW1jbDhCI7rK2t+emnn1izZg0HDx7k22+/ZerUqZnqTZzTpMho3P5R47evPH9eaMg/CaWNHVKue1ONTgsLC1atWsWCBQtQqVSo1Wq2bNkij0DqSmhVrFhRnq84adIkxo0bl+ExN2zYgJOTE6NGjQK0I/A///yzoV6OwcTFxREdHQ1A0aJFjRyNILydmPMoFDoxMTF0795dLtnh5eVFr169jBxV7ktKSuLSpUv06dOHly9f6j1WpEgRbt68KS/G0VGpVHLLNqVSScOGDTl8+HCW/1ZPnjxJmzZtqFixInfv3n23F5JJxlhtnZrCxASlsxMKaytCmhWj2aR/WFbsWo6d7+Og5jz6siKmR6/m2Dmy6pjm7X3hL168yLJly/RaFk6YMIGVK1fKXz9+/Jhu3brh4+MDaD8Avb64LSIiAkdHR71t69evZ/jw4e/yEnKEv78/np6eWFhYEBcXJwrhC0Yh5jwKwhvY2NjoTUjv27cvhw4d4tGjR0aMKveZmZnRokUL/Pz80rxRvHr1iqJFi2JmZoZCocDc3BwPDw85cQTtpe+LFy/i4OBAkSJF5PaHmaGrPZl67ltBJ6WkoH7xkhT/QKxephCRLPoVvy4iIoKWLVvKiWOxYsX44osv9ArFA5QsWZINGzbofT1+/Hi9D0FWVlZyEvb+++/z6tWrPJk4grZ8EEDp0qVF4ijkCyJ5FAqlBg0ayPc1Gg2dOnVKs6KzsLCzsyMgIIA1a9Zw9uxZ1q5dK/8D0yV5SUlJPH78WN4nOjqajz/+GNCW0AkJCaFZs2b07duXw4cPv7GQOfw3dSB1MlqYqBLU3Ahx548Ye/m2M8aOW0nxBltI42QaS3RxU5TVKsk3VZUKqIq6Qh5LUMaOHYuNjQ3z5s2TF3aZmZlx+vRp5s+fn277zgoVKtC6dWtA2wr0xx9/5Msvv5QfNzMzkxdKNWnSBBcXl1x4JVk3f/58xowZA0C7du2MHI0gZI4oWS8USgqFggoVKnD//n1jh5InpJ4X1qxZM9zd3fniiy+oXbs2N27cICQkhFKlShEWFkbHjh2xsbHh559/ZsSIESxYsIBDhw4B2vp5f/75J+PHj2fVqlUZnk8331JXu6+wMXsVS+w/Lnz66r/yQQqVRIfKt/na7QSOqncflaxpHcSuJnWJKekkb1Mmg6uPPeYnI5HyyPf+q6++krvLrFmzBnNzcxISEpg7dy7ly5fPcD8bGxtOnDjB06dPKVGiBKD9kJOa7sNPlSpVcij6d7Nt2za5HeeMGTNYsGCBkSMShMwRcx6FQqtPnz7yJHyAM2fO0Lx5cyNGlH/Z2NjIbR11VCoVmzdvZtCgQXrbd+7cyZw5c7h16xYAZ8+epVmzZjkeo7HnPKamcnYipZIHSQ7/tYpMsVDyvEcSJ1usMkgLw4fJMXhF1eZRwn/FpkMSrbmzpyIl1vqi+f8FGrnp9TmPGo0GOzu7NL87oF1drSsE/ybR0dGUKVOG0NBQDh06pFf70dLSkoSEBGrWrKlXKD8viIuLw93dncjISP73v/+xceNGY4ckFHJZyb/EyKNQaC1ZsoR//vlHvhwrOjpkn7Ozc5oEQK1W8+GHHzJ48GDs7e0ZM2YMO3fuxM/PT+95ffv2lYuXFxbqsHCUl2OwVP2XGClsrHnRoAKxGsPMJiptYsU4R1/U/Dc+8CQFuhUrj0KVN2YsLV26NN3EEcDb25vjx4/Tvn37Nx7jhx9+IDQ0FE9PT/myb0pKCvv376datWpcvXpV7m2dlwQEBMj92nfs2MG4cePyZAkhQUhP3ngHEQQjKF26tFz7DdCbgC9kzeeff07FihXp06cPY8eOledM6i5sREZGsnjxYjlxLFasmNyH+vnz5/Jl70JDkpCSk9AkJMg3KT4BVSK8UNsQoo4lUUp+p1OoFEpslBbYKy1T3dRoLCQUtrYo33aztkZh4AVN3377rfw7odFo+OqrrwBtx6cLFy4wcOBA/P39GTlyJKCdC/mmhWySJMmdYooUKYKNjQ1WVlZYWlrSs2dPrl7VrjTPSiea3FKpUiVGjRqFra0tsbGxjBs3rtDOARbyH3HZWij0dInO8OHDWb9+vZGjKRhOnDhBnz59KFmyJEOHDmX79u38888/AIwePZqffvqJO3fuyHPRGjVqxMWLF3M0prx02To9SgsLXgytjX2vZ5SzC6GP82XaWiYatJVhiDqW1ldHYLXLHtP4NycqCg1YB8TATT+k5KQ3Pjezjkte9OnThx07drBkyRI+/fRTAHx8fKhVq5b8vMuXL9O0aVNSUlIoXbo0586do3jx4vLjsbGxREdH07Nnz0z93oSGhuLk5PTW5xmDj4+PPOL4+PFjef6mIOQ2cdlaELIhNDQU0E66HzFiBC4uLixbtszIUeVPbdq0kb+fAJMnTyYlJYWUlBQsLCwA9HoL9+3bN9djzGuklBScbyXw0rI4Z1zc0bRV0LrkaVQGPIeVwpSeZf9lR9c6pKS8+ciaFCVOZ+1wfWiB2kDJI2gXVbVr107+26pZs6Ze4gjaagj//PMP/fr148GDB4wePZr9+/dz48YNRo4cKX8QeZ2dnR3W1tbUr18fCwsL/vjjDwDOnTvHBx98YLDXYEg1a9bEycmJsLAwvLy8mDx5srFDEoS3EiOPQqH26NEjypcvT3JyMp9//jkPHz7kwIEDcreHrVu3MnjwYCNHWTANHTqUzZs307lzZ/76668cP19eH3kE7UIaHO1JKuHIi0kJXG2wGXOF6dt3zCS1pCEoJQ7/FHuSpTePHUSorZj9Vz8qfOuP+sXLNz43s9p8XYdZs2ahUCgwMTEhOTmZKlWqyIunXnft2jXq1q2LpaUln3zyCYsXL9br0Q7aS9vOzs4UKVKECRMmyNs1Gg1ubm68evUKhULBp59+yoIFC4za5/z777/nm2++kWM4duwYFStW5IcffmDChAmYmppy4cIF6tWrZ7QYc0JSUhITJkzA0dGRjz76iAoVKsgVF4S8Iyv5l0gehULtl19+4X//+1+Gj1tZWaU7of/mzZtcunQJBwcHkpOTiY2NzbMFiPOq/fv388EHH2BlZUVYWFiOFwzPD8mjjkmZUtz7yolbrdYZNHnMikhNPLUOT6DKF09IeR5skGMeSvqdnj17sn//fnlbRn9joE0AnZ2diYiIkLf17NmT2NhYjhw5Qq1atbh69WqGiciNGzdo3Lix3G7TyckJX19f3N3dDfJ6MuPGjRvcunWLCxcu8OOPP+rVQLW0tOTWrVv4+PjIXa5ys+tSdnh7e/P999/z8uVLSpQoId+KFy8u33dwcNCb9/zZZ5/x7bffAtqC7jNmzMgT/eYFfeKytSBk0uujEA4ODtSsWVNeSJOUlET79u3p3LkzNWvWpFWrVoB2jt7r//BGjBiRK3P3CoouXbqgUqmIi4sjJCREb05boZeiRhNmhleMG24mEVQ3i8JVZZ0rp36eEoNvkiOPk91QhZsipRimaDlo/95++OEHveTR1tY2w+crlUoaN24sL6hq2rSp3H0mPDwce3v7N5byqVGjBo8ePaJTp05cuXKFsLAwlixZwnfffWegV/RmXl7aOZ6v8/DwICgoiPj4eMqWLav32L1797h27VqeW3kdEBDA+PHjOXjw4Dsd58mTJ2mmKQj5j0gehUItOlWtu6pVq8oFsYsWLQpoS34cO3aMY8eOyc9TKBQZdlC5dOkSERER8kpiIWO//fYbarU2MSlMbQozQ4qPx+GWki9su+PsEs0XFf/iA+u4XDn36fiSLLrTgagwa5zvAgYuJu7h4UGNGjW4ceMGAC9evODs2bMZ1lgNDAyU76deTPJ63+qMuLi4cPnyZUqXLs2jR484cuRI9oPPgidPnuh1rTI3N6d27dps27YNT09Pfv/9dwYOHJjuvqlHWo3Jx8eHnTt3cuHCBS5cuEBiYiIqlYoBAwbQunVrnj17xpMnT3jy5AlPnz7lyZMnhISEpDmOmZkZ//vf/1izZg2SJIkWjAWASB6FQk03f8rW1parV6+iVCpxcXFBqVRmWDZDlziWKlWKc+fOcf78eSIiIhg9ejQAJ0+epEePHrnzAvKpX3/9lSFDhgAwfvz4PNs6zlg00TEUvRSJ7VMbwsu7cLpYJT6wvpYr5z4WXhXlcUc8AlOwCgpHE59g8HPs37+fmjVryklS69atuXjxIvXr10/z3NSXcHUlfLLjk08+YeLEidy5c4eHDx/i6emZ7WO9SUhICD///LO8khygd+/e/PmnfoH0AQMGYG1tzebNm1m8eDH37t2ja9eugLZAujEFBwcza9YsfvnlF73tLVq0YP369VSoUCHDfePj44mJidHbZmVlhbW1Nffu3ePkyZPs2LGDpk2b6j1H974qEsv8QdR5FAo13SWzhg0byquAlUolgwcPxtLSEg8PD5YtW8ajR49o3bo1JiYmFClShNmzZ/PgwQNKlChBv3795MvZAH/88UeaQtjCf3SJo0ajYcSIEXz//ffGDinPkRITkW49wOrYDYr8m8jDmCK5dm7/aGeKXIvF6vgNpNsPDFamJzUPDw+ePn3K0KFDUalUqNVqTp48meZ5f//9t5xU/P3337Rp0ybb5xw3bpz8N/7ZZ59l+zhvcuXKFdzc3PQSx6ZNm7Jp06Z0n//BBx+wc+dOypcvT/369TE11c5vffjwYY7ElxmnTp2iYsWKcuLYq1cv1q5dy61btzh16tQbE0fQzuMsUqSI3s3aWjvlYsaMGQCsWrWKYcOGER0dzfXr1xk5ciS2trb06tVLbikp5G0ieRQKtWrVqgHwzz//6PXF3bx5M3FxcTx69IipU6fi4eHBiRMnSE5O5uXLl2lWbZYqVUq+v337dipVqsSVK1dy74XkAzExMUyfPl1OHIcPH86aNWve2n4uL1KYmqG0skJpYQHKnFk1qisirkpQE51sTog69q23SE08yZIB5igqFKBSoTA3R2ltjdLKCoWBVylbWVnxyy+/ULt2bUBbOP51us4wCoXinRJHQO/3LDOjW9kp2L1x40Z5KobOlStXuHDhwlv3LVq0qLxoRtfrO7fduXOHfv36ERUVRd26dblw4QJeXl6MHDmSKlWqvPOo4Pvvv8/s2bNRKBT8/PPP2NnZUbt2bdavX09sbCy7d++WE8z8Ljo6mkuXLnH16tU0PdcLgvz3ri0IBlS3bl1cXFyIjo7Gx8cn28exsLBg1qxZlCpVCpVKhUajkf8RFHaSJOHl5UWlSpVYunQpGo2GUaNGsXbt2vyZOJqbo6hajtj21UhsUQ0Td7ccPZ8qOgF/PzemPun41tv8F03xSXq3LiXl7EJ4WdeKmPbV5Ft866ooy3hok0oD2rNnj9wFpmTJkmke182LlCSJoKCgdzpXXFwcCQnaS/AZJShJSUkMHDgQlUol30xNTdNcvs1I69at5fvt27dHqVSSlJTERx99lKn9x44dC2g/vObmh8+UlBQWL15MrVq1ePnyJTVq1ODs2bM0btzYoOdRKBQsWLCAU6dO4eHhAWgXUfXt25evv/4agJ9//tmg58wpx44d49o17VSSBw8esGXLFnbu3Mnjx4+RJIk2bdrQuHFj6tevT9u2bY0creGJUj1CodeqVStOnz5tsJqOxYsX59mzZ9SqVeudEtKCICoqiv79+8urZcuUKcOqVavo3LlzrsdiqFI9Kgd7XvapQlizRBShZpTdnYjybM79nE2KuxPayoNoj7cn2okuGga1O8u8IunXTcyMP2Ls+ebe+0RG/be6Wx1tSsnDYPXXNaTX6ixmxTGN/ry/BQsW8OWXXwLakWnd5U2d8uXL8+DBAwASExMxMzPL9rnhvxHHCxcu6CVGKSkpzJgxI8NV2HZ2doSGhmaqRmSxYsUIDg6mR48e1K9fn1mzZmFubi4nrm8iSRKdOnXi8OHDODo68sMPPzBgwIAcnQd4+/Zthg4dKier77//PuvXr083mTekpKQkAgICKFq0KA4ODsTFxck///Dw8Dy96HDr1q3ynO0WLVpw+fJlvZ9vnTp15MRSZ9++ffKc1rwqK/lX/vvYLwgGprtc9vLluxdCvnjxIs+ePQNg9uzZ73y8/O6zzz7j0KFDmJmZ8eWXX3Lr1i2jJI6GpLCwIKKSxIJGe2nY8B6xxXN2pbg6JBTnM08otefVW2/uZzVcCSv19oO+QSvLZyyr4sXyBjvk29DG54gsbQIGbJUIyInhkCFD0iSOAN27dwe0l5zfNXFMXVz81KlT2NnZYWJigpmZGebm5mkSRzs7O5o0aQJo/6mamppiYmJC+/btCQsLS3P8iIgIvXPExsZStWpVgExftlQoFPzxxx80aNCA8PBwBg0aRLdu3d7Y3zu7dKONtWvX5sqVK9jb27Np0yYOHTqU44kjaFdgV6xYUU4Srays5PqbGzduBODw4cPMmTMHX1/fHI8ns65cuaJXo/LMmTMkJCRQvXp16tati0KhkBPHrl27yosBBw0alGEx/PxIJI9CoWdvbw8gJ33Zde3aNXnhjG7yd2Gl0Wj47bffWLNmDQAHDx5k3rx5WFpaGjkyA1CpUDuk0MX6CS0c75NsmbOrQ6XERFIeP0F9x++tN6tHsYQnvNv32FVlTStLDR9Yx8m3jnb/kmwNKA37WnUlsDK6rKergZid+Yepbd68Wa8c1KxZs4iOjkatVpOcnCwfv0mTJnz44Yf8+++/REZGcv78ebp06SLvp1arOXbsGK6urqxdu5axY8fi4uKCra0tjo6OmJqaEhysLajerFkzpk6dCmhHFDObQNra2nL27FkWLFiAqakp+/fvp2zZsnTs2BEvLy8SDVA6KTIykmbNmjFz5kySkpLo1KkTt27d4qOPPjLqaufPP/8cgE8//ZRp06bRqVMn5s+fT40aNejUqZPRFyJ+++23NGzYkKioKBo0aMCDBw+YOnUqs2fPxtvbm6tXrxIUFMTy5csZMmQIq1at4tmzZzRr1ozo6GiaNGmiV/YtPxOXrYVC79dff2Xw4MHUq1cv2/OMZs2axeLFi5EkCZVKxenTp9OUoijoJEni/Pnz7Nixg507d/L8+XNA24Yws3PGctK7XrZWOTuBkwPJbvYEjVfj3XQdu2JKsOTnvpTc/wpFXAKaF6/QZOLyZE5RVquE30xLljfYgasqmspmSdgr3z1hv56YSO+dkyi/JQJFcjoLcjQSishoUl6GgCbjBTuvX7Zu3Lgxly5dolmzZpw9ezbN88eNG8fq1avf2IUmM2rWrCnPn0ytadOmVK5cmZiYGObOnUvFihXT3f/XX39lwYIFuLi4cPHixbcmszVq1MDX11deKV63bl15bmdW3Lp1i0mTJvH333/L2xwcHGjbti3FixenTZs2tGrVSv4ADNq/w5MnT+Lm5kaVKlXSPe6+ffvo1q0bNjY2rFq1yuhJo44kSQwdOpQtW7bI20xMTNBoNGg0GmrXro23t3eux/rixQsWLVokV4bo378/33//Pa6urpnaPyQkhCJF/quY4OPjkycLpYsOM4KQBS1btgS0I4dRUVFZ/tCyc+dOFi1aBGjLVOzfv79QJY6hoaFs3ryZdevWce/ePXm7vb09ffv2ZenSpUaMzkCUKlIqeRDc0IpEZ4n6Je9gqlDhafaShFpxPDIpgvVTiSInJDSPnxgvzMgYLK87MUXTDw+3MBZ57qKRxbsf10mVjFPlUB51K4IivdxQAuc7TticiEcdFZXp49arV49Lly5l2GVm4MCBrF69mri4OJ48eaJXJDw9fn5+DBgwgH///VcuTH3r1i05cRw0aBALFy7E39+fWrVqZXpe3aBBgxg0aJB8jpo1axIfH49CoaBhw4aULFmS8uXLk5CQwMyZMxkzZox8zjVr1jBq1KhMfkf0Va1alePHj/PgwQNmz57Njh07iIiIkLvsrFy5EqVSSb169ahatSq2trb4+PjIiXiDBg0YPnw4/fr1k9/X1Gq1/HjTpk31Cpkbm0KhYM2aNTx48IALFy7QrFkz/vrrL4KDg6lZsyY+Pj506dKFDh06MHr0aKKjo/Hz86NGjRo5clUjKSmJ//3vf2zfvl1eRb9kyRKmTZuWpeO4uLhw6NAhOnbsCEDt2rVZuXKlXi/2/EaMPAoCUK5cOR4+fMjhw4d5//33M71fSEgI5cuXJyIigiJFiuDv74+NjU0ORpo36EYZ165dy59//ilfSrOxsaFXr1706dOHdu3a5anOMe8y8qgwNSNkSF1s+j2nimMwHzj68J5lPC/VcfweVYPr0SU461uRimvjkLyNN69JaWuLulpZ4t0sCKmpYlLfvYx2ePrOx43RJOAV48HpiIqopbSjPkkaE67/XRHPnwLe2Af79ZFH3WK19evXZ9gb3szMjOTk5LcuQLt37x5Vq1ZNUyontQMHDtCpU6cMH8+spKQkDhw4QOPGjXFzS7vavnPnzhw8eBAPD48szVdMSEhgz549HDt2jLp16zJkyBD5/aRXr17s2rULgMGDB2Nra8vff//N/fv333pcKysrOcG6evWq3Fnrjz/+SLd9orFJkkRKSopc9xJg7ty5zJs3T/66Ro0aPHz4kNjYWCpXrszNmzczrN4QHh7O8ePHOXPmDKGhoTx+/JhHjx7x008/pTsHOzExkYCAAGbNmsXu3bsBbSI+bdq0bH+/JEliyJAhbNu2DdB2HIqOjtZ7jcYmRh4FIYvKly/Pw4cP5UutmVWyZEl5ld3y5csLReIIMHPmTL755hv569q1azNq1CgGDhz4xl7F+ZZSQZybgq/KHqKheThWSlNUClNcVVaMdLhNgr0vQxOtSbArRs5UfcwcTUwMymt3sVGp0JjWICjRGXj35NFGaUFfmyd0sw5ETdrxhgRJokXpiWCRtQ8Lur+dN13+a926NUePHuX69evcuXOHypUrp/u8Dz/8UE4cnZ2dSUxMRKPRYGJigrm5ORMnTsxy4piYmEhMTAzOzs4A+Pv7s3TpUpycnPjyyy8zXMRTs2ZNDh48yKtXr954/EePHrFmzRrOnj1LRESE3oKKn3/+mQkTJlCxYkXq1q0rJ44A69atk0faHj9+zIkTJ7h79y5KpRK1Wk2PHj0oXbo0W7duZePGjdy9e5dLly7J+9va2jJp0qQ8mTiCdgTy9aRq7ty5vP/+++zfv58ff/xRbxrCnTt3GDVqFH379qVOnTo4OzsjSRLXr1/nr7/+YtmyZURGRqY5T5cuXahWrRqDBg2iVatW1KxZk/379zN8+HA5wVYqlezevZsPPvjgnV/T1q1bWbZsGUWLFiUxMZG9e/fSu3fvdzqusYjkURBATvqisnDJDf5bwWlubm6QMj/5wZEjR+TE8cMPP2TChAnUq1cvT8yZMjilCqWZKQpLS9QWEkVU0TiqrOSHVQolNgoLbAAb00Tijf09kCRtdxrAJF5DaLI14Wr9nthWSlPMFVkf7bBSmmFF+slSopSMiVkKkqU5Sqv/vj9oNGiSkjOcB6lLHtNbvayjW62vVqupUqUKjRo1YsOGDQQEBPD9998TFxfH/fv35Z7Kc+fOZc6cOVl+fa/bt28fQ4cOJSIigm+//ZZ27drRoUMHXrx4AcDXX39Njx49WLx4cZquK7qWim8aBY2Li6NZs2ZyIXSdokWL8t5773Hp0iUePHjAnTt3uHPnjt5ztm7dKrdqLFmyZIZ1JKdNm8Ynn3yCr68vfn5+REZGUqdOHapXr45KZcyPOdnTuHFjGjduzLBhw/jwww959eoVJUuW5OTJk2zYsIENGzYA4ObmhomJid73tkKFCrRr1w6lUkmJEiUICAhg7dq13Lx5k5kzZwLa+ZWpV8y3bNmSb7/9lgYNGhjsNbi6ujJx4kRWrlzJ4MGDKVGiBI0aNTLY8XOLSB4FAeRLS7pSEZnVqVMn9u3bVzATp3SEhITIc6TGjh3Ljz/+aNyAcphJsaIkVCxGoqMJySWTsFUmQwYJVF5jFpXM3w8qMk3zX5JgrkqhvcNNOltFYqowXPKgREmpIuG8alQCy/IO8naTWDWW916Qks480KioKHn1bJkyZTI+tlJJo0aNOH/+PACXLl2SO0O9zs7Oji+++OIdXolWZGQkw4YNIzw8HIDp06fLbRRT2717N7t378be3p6yZctSvnx5GjRoIF/qrF69eobnWLlypTyPc8GCBfj7+/P8+XMWL16Ms7MzGo2GXbt2MWrUKIoVK4adnR2enp5s27aNUaNG8fDhQxYtWvTWQvsKhYIaNWpQo0aNd/yu5B2enp5y1x5Jkvjzzz/Zv38/Fy5cwN/fX17xDtrketq0aYwbNy5NwjxixAjOnj3Lzz//zIMHD4iPjwe0720rV67MsQR7+fLlBAYGsm/fPr766iv++uuvHDlPThJzHgUB7chhUlISt27dynCFYnqOHDlChw4dAMhjf0o5Ytq0aSxbtgw7OzseP36cr/5GszPnUWpai4BulmjcE2hT/j6L3I/iokpbjxCgf0AbXn1RBpMT3u8aqkGoypXhZWs34lz/+2CjMZco3SyI38v/qTeC+q7UkoZVEWVZe7s5ifH/jWoqQs0osy8J1Ult3bvUcx737NlDjx49KF++PPfu3XvjB7CYmBh69erF0aNH9bZbWVmhVCqRJIlJkyYxadKkTK+ATe3OnTtMnz6diIgIunbtys6dO7ly5Qrly5cnJSWFgIAAQDsStWfPHkxNTbl//z6zZ8/m4MGD6R7TycmJp0+fyv20UwsLC6Ns2bJERkZmqTmBJEl89dVXcmF10PYJVyqVODg4MGTIEKZMmZLl11+QxMTEcPv2be7fv0/9+vUzXEGf3n579uyhePHitGrVKscHBHx8fKhTpw42NjaEhYXlibmPYs6jIGTBo0eP5BpsqcspZIZuTlN+bLOXHTVr1gS0bzLff/+9QUZ58rLY4hbUbnKfwUUv4mkair3SAEuXc4n07AVFj2uQLP+bh6i2MeeeezESyr1b3cTXqRRKetrepFLt5yRI//0TPBBWkxs+NXBIZx/d6FD58uXf+o/axsaGI0eO0LBhQy5fvoyLiwsXLlzA09MzS397cXFxWFpa6p1PrVbTs2dP+VKzboTTycmJ3r17s379evm5K1askFdo165dmwMHDvDq1StevnzJgwcP6Nu3r/xe8tNPP2FhYYFarebFixe4uLhgZmZGfHw8Y8eOJTIykmrVqlGmTBmCgoIoWbLkW78PoaGhtGzZksqVK8uXslO3bbx+/Tq9evWSW/8VRjY2NjRo0CDLl5ptbGxydepRzZo1sbGxISYmhnv37mU4mp5XFY7/eILwBrrVisWLF89y8ujp6QloixjHWjd+lwAAVFhJREFUxMQYPLa85Ny5c3LRYyBPraTOKclWCpo7PuAD6ziqmlka9FJvTtPExZES8Aj17fvyTXU/CFWkCck5cD4PExs6WCXS3TpGvrV1uE1yBgOcp0+fBshSvbsBAwYA2ukTWU0cP/74Y6ytrfnwww/1toeGhsqJY4UKFahatSq9evXiypUrBAQEyHMp4b+5jKkVKVKEqlWr0q1bN7nsF8DRo0dp1KgRJiYmFC9eHA8PD/78808aNmzIjh07UCgU2Nra0qxZM2rUqMHKlSszjF2j0fDjjz/i7u5Oy5Yt08yB1GnXrl2Wp94IxhEfHy9XqciPiwzFyKNQ6N28eRNAbiWWFakL/1pZGe4yYF6TlJREz5495X+k/fv3Z/LkycYNSsg6jYRptJLDsRWoZP6M8iYxFDPJWoWAOE0S95MlgtXpX9YyVaRQ1iSSMqY2WCkTSXRSoKrgmeZ5uiTn8uXLmT536haiGo0mU8mjRqOhffv2cqHtX3/9lQ0bNsiXk11dXRkzZgw//fQToaGh3LlzR/4Q2ahRI7Zv3y4f6/XV1c+ePePo0aNya7qpU6fKHUR0LfZ0Xrx4Qd++feVzbtmyhYEDBwLaOZYnTpygdu3aNGrUCDMzM5KSkmjevDlWVlZUrlyZn376CdC2U61cuTJ169alZ8+eWFpaUqFChYLRvakQ2bBhA8nJyZQrVy5X2kEamkgehULvyJEjAPLcxaxwdHQ0dDh50u+//86rV6+wtbUlOTmZdevWvXOvYSH3SUlJ2D/QsOhSR+wc45hY8STD7DOuy5iegBQ1Xwb14PbTtPUNAczMUhhY4SrTnX0pbhJBco0YgjRF0zxvwoQJLF++nOPHj+Pt7U3dunXfeN7+/fuzY8cOQFtc3MQkc/++PvvsM70OLeldGl6yZImcPD58+FBOHidNmoRSqWTnzp2MGDGCHj16yPtERERQq1YteerK5cuX6dChA3v27OHMmTNoNBp27NiRpvyXp6cnTk5OLFu2TG9l7759+9i3bx+tWrXi5MmTPHz4EDs7O44fP46/v7/8vJSUFL744gu5FaqQ/2g0GpYtWwZoF2Plx2lPInkUCjWNRiPXP8vOm7HukrdCociXbwCZIUkSq1atArT1HT/77LNCs7q8oJFSUnDyCccsxp4YNwf2O9ZkqN0zVIrM/+7eTSrKnUtlcLuc/rzJZGtLdvWuyQQnH0qZaBhb/QyXS6ZdTZ168cuOHTvemDwGBATIiaNCoUgzqvcmJ06c0Ps6vQVxqfvat2/fHl9fX0qVKgVok9z0OoGEhITo1XHcvn079evXp1u3brRu3ZqxY8emWzf24cOHPHz4ECDdurCnTp3C2tpaXoBXokQJvXmNr169YubMmVy8ePGNr1vIuxITE+UyQllpSpGXiORRKNTu3r1LZGQk1tbWbyyrkRHdm78kSQQHB6fbbSK/O3jwIN7e3pibmzNixAiROOZjUkoKmvsBWAeaYlWhNA/fd0aDlKXC5sEp9tjfB9ujt9N9XOnsyO1mRUmWNDgqLfnY/g4D7dJ23fH19ZXvv22F9Lp16wBt4hgTE5OlKSKNGjXC2/u/FfC3bt2ifv36bNy4kaCgICpXrky7du3kx6Ojozl79qycPGakXLlyfPfdd0ybNg1nZ2fat28vP9avXz8OHz6c7n5WVlaYm5sTHh5OTEwMpUuXJjAwUO85cXH/1eZ8vQ4kIF/uFvInS0tLatSowb///ss///zz1t+1vOidhkoWLVqEQqHQm/skSRJz587F3d0dS0tLWrVqpVc1XxDyEt2n9/r162f6MpjO8uXL+fTTTwHtP4TslAjJ60JCQuS2cWPHjsXFxcXIEeUuhQai1RZEauJJlHJimUnuk5KT0MTGooxNIDHRhEhNApGaePkWp0lKd79EKZlITTzhKdaYJEhooqPTvUkxsSgSlYRpIF5KwkphhqvKGtfXShzpekWDtjD2m2zatAnQrnDO6txi3f+flStX8ssvv+Dq6srNmzdp2LAhffr0oVq1anp1AYFM10ScPHkyr169YteuXWzcuBEnJye+++47Tp48qfc8U1NTTpw4wfXr13ny5AnPnj1j/PjxKBQKvcSxd+/e7Ny5Ez8/P/z9/blz5w6rV69mzZo1bNq0iQkTJvDHH3/k657IgpZucdWZM2eMHEn2ZHvk8cqVK6xbty7NH9m3337L8uXL2bRpExUqVOCrr77ivffe4969e/lyRZFQsOn+sWTU8uxNlixZAmjL9Hh5eRXIy9affPIJwcHBVK5cma+//trY4eQ6izA12/3r8CTRkRZ29/jA+gVWyoIx11ORmIQU6Mqnpd/HRPlf8esaNk/oY3tXL9mL0SSwN7Y456PKc/ZJWZzDM+6cQkoKVk9VfPmkK2WtQujlcJW65mnHNhs1aiQvVNF1S3l9JbROaGgokPURt5iYGLn0TseOHSlXrhydO3fmf//7X4aFmXfu3Jmlgtq6uY46a9eulVfR6mzbto3WrVvrbVu1ahXjx4/n8ePH2NraUq1aNayt09YQrVSpknw/o04yQv6jK4yfX6cfZOu/XUxMDIMGDWL9+vV6CwYkSWLFihV8/vnn9OzZk2rVqrF582bi4uL47bffDBa0IBiK7jKzruVYVuguWdvZ2eXbeStvcuPGDX799VdAO/KTW6s5ExISGDduHD179uTDDz806pULq8AoVMcdOXmgDqsCWhOWwahcfiRFxVD0qoaLf9Xg7P7a8m2lb2v8k/XrWYZpUlj1sDUnD9TB5LgDVo8ybuMpJSTi8m8yvn9VYsepJuyLqp3hc5ctW0aXLl1ISEiQC1ynXkTSt29frKysSE7WjvqmLoWTGQEBASQnJ2Nra0u5cuUAbWmduXPnys+pXVs/vsGDB+ut6s6IJEkEBAToxQvIPZF1Zs2aJa+yfl3FihVp164dDRs2TDdxFAou3XzYa9eusWPHDnx8fDh9+jSHDx8mIiLCuMFlQraSx3HjxtG5c2e9eSKg/UMNDg7Wm/thbm5Oy5Yt5VZCr0tMTCQqKkrvJgi55cGDBwCULVs2y/vqJu1HREQwf/58g8ZlbBqNhl69eqFWq+nQoYNBe7umPsevv/6q98n7yZMnlC9fntWrV7N79262bdtGu3bt9BY05CZF0DOKHQmm1N5Igu+6EqYpONPENdHR2F96QundoZTaHSbfTK7bEJTipPfcCI0JIXdcKLU3kmJHg5GCMv55aBITsfYJotTeEIqf0nApJOPWg5aWluzdu1cuNr9ixQp5KsiMGTP4888/5ZZxZcqUoV69ell6jZ6enigUCqKjozl+/Li8PXURbR8fH732iPHx8fzzzz/pHi8gIIAWLVrIC+TKli3LgwcPqFevHjY2NnTr1o0VK1bIi39cXFwM0mdbKHgGDx6Ms7MzoK0kUKdOHVq1akXHjh2pWLEihw4dMnKEb5bl5HH79u1cu3aNRYsWpXlMN2/k9fkrRYsWTTOnRGfRokXY29vLt/xY70jInyRJkv9A27Ztm+X9W7RoIZf0KGjzei9cuMCDBw+wsbFh8+bNBj32q1evmDhxIsWLF2fw4MH06tVLfiw8PDzNAoHg4OAsra41JHVUFGo/f7j9ALMwJclSwZmaIKWkkPLkKepb99DcvCvfLF9KRKv1R5kTJBVmYUq4/QC1nz+a10bX9A8skRL8AvXt+1gHRBEWn/EcxVu3bhEeHs78+fPZtm0bAD/++CNPnz7V+5nv2rVL/qCXFVZWVgwZMgTQztnV9aZ+vRlAQECA3pznjAptb9myhbNnz+ptu3HjBpcvXyY6Opo9e/Zw9OhRvL29sba2FiWthAxVr16dhw8fMmfOHNzd3SlWrBiVKlWiePHivHz5km7dusmr8vOiLL0TPn78mEmTJrFt27Z0+3XqvL4aU5KkDFdozpw5k8jISPn2+PHjrIQkCNl28+ZNnjx5gqWlZZYvh4F2MYmuaPbbatTlN7oPh7169TLoQqCDBw9SoUIFVq1aJX+gDAsLk8uSVKlSJd02XadOnTJYDFmhtLbGpFRJlOVKk2yvwVRh2LZ+eZEinRbtZmhItpdQepbSfj8yeYlVkawmLMKao3GmHI3T793r5+fHzJkzqVSpEkFBQVhZWVGqVCkSExNZvny5nMxZWlrSo0ePbM8p/uGHH3B0dMTPz0+v1eClS5f05iqamJjQoUMH5s2bl+Hfc3qJ4MyZM1EoFCQnJ9OrVy+2bNkCaFeIp64LKQivs7e3Z+7cuTx9+pRnz55x584dHjx4QJs2bUhOTmb27NnGDjFDWfpr9Pb25uXLl9StWxcTExNMTEw4ffo0K1euxMTERB5xfH2U8eXLlxmupjM3N8fOzk7vJgi54eDBgwC0adMmW/P5pk+fjiRJKJVKeUVyQXDs2DEOHjyIiYkJs2bNMthxz549S69eveTiyjqJiYm4uLiwfft2VCoVPj4+3L9/n3nz5snPMVYJJIWHOy/eK0FQV2fsK4ThoEx5+04FkL0yGZuK4QR94MKL90qgKFEsU/spouOw9LVk/NUBTPAeoPeYra0tzs7OhISE0KxZM3r27MmjR48AbX9p3bxDXa/o7LKxseHzzz8HYMqUKfJxGzZsyKFDh3jx4gW7d+/mwoULHDp0iC+//DLDY6XXhUrXojQ0NJRdu3bJ8b5tBbkgpMfCwoLRo0cD2iu9ebWTV5aSx7Zt2+Lr68v169flW7169Rg0aBDXr1+nbNmyuLm5ye2ZQPuHf/r0aZo0aWLw4AXhXejmQHXs2DFTz1+1ahUtWrRg5MiRdOvWTS5aXLdu3QJVwkY3/2zcuHFUqFDBIMe8ceMGXbt2JSEhgS5dunD58mWuXbsmj+SEhYUxYsQINBoNJiYmlC9fni+//JITJ04wZ84cuTVbbosr7UD0e7FU63qXUeXO4aQsOHMes6KIyoQxFc5QretdotrFEl/aIVP7aSKjcD8XR5Gdlrjs1L987ebmxqBBg9i9e3eaK06p5xxmpfd1RqZMmULlypVJSEhIU0bH1dWV7t27p1k4k54PPviAI0eO0KRJE8zMzJg/f758Vc3NzY3NmzfLNfsSEhLeOW6hcFq8eLF8//vvv9frkJRXZOmdUFdOIDVra2ucnZ3l7ZMnT2bhwoWUL1+e8uXLs3DhQqysrERRUyFPkSRJ7kud2Q82n332GXFxcWnmPHXq1Mng8RnL/fv3+eeff1CpVMycOdMgx3z06BEdOnQgMjKSpk2bsmPHDkxNTalduzZnzpxhwIABBAQEoFKp5MvXOq1bt05T4iQ3xbuY0L/SBcY5XcZKocJGmfF0nYLMRmnBQFt/utv4sdK6EX87NyUzM/k0MTGovO9id8M03cfbtWsnz0PMSEaLLbNCqVTy3nvvcefOHf7++2/69euXrePExcVRrVo1ufzP64YMGcLy5ct59OiR/LoSEhLw9fXlxo0beHp6iraCwhuFh4dz7do1vW2rVq3K1rz8nGTw2d8zZsxg8uTJjB07lnr16vH06VOOHj0qajwKecqxY8eIiIjAzMws3UtR6UldC9LGxoZWrVqxYMGCN17mym90JbXee+89g112W7ZsmVyW4vz587Rs2ZKYmBhAW5xd994wYcIEVKqs9DrJeZIKXExicFVZ6yWOiVIyMZoE4jRJqKUCNg9SgmiNBTGaBL3C6DZKC1xV1hQ1jSLFXIHC3ByFqRm8qeOQJKFJSJALiKdHpVJlWHNx9erVBltwoiuntX79ernoeFZoNBqqV69OiRIl2LVrV7rPiYiI4N9//wW0LQ8HDhyIs7MzDRo0YPjw4bRp04bTp09n+zUIBZ+Pjw+grS5w6NAhKleuLC/6ykveOXk8deoUK1askL9WKBTMnTuX58+fk5CQwOnTp9OdAC8IxvLixQv5j3HYsGGZ/ue0c+dOzM3NAe3I5d9//83s2bMLVHHwffv2AYZtf/b6SMvVq1flS/4XL16UO2xMmTLFYOfMSXGaJP6KdWb2i2YsD6vBreSCU/sRwDJczVb/Bsx+0Yy/Yp3TdJwpahpBVDlIaFsDqW4lVAYYGOjcuTMjRoxIs/3y5cvvfGydjh07MnHiRED7d3/z5s0MnxsVFUVkZKTetpiYGPz9/ZEkKcO4UpedGjNmDL///jtxcXFyVxxJktK0IhQE0FYeuHDhgvzeWKdOHTp06MDt27fp2bOnkaNLq+D81xOETJAkiQ8//JAXL15QrVo1li5dmul9S5UqxYEDBwCIjY3NVCHh/EZXLD11V4t31bNnTzZv3kytWrXk0czFixezceNG1q5dS1RUFEOHDsXJyektR8obwjRJrApsw6GD9dl4rgVHYjI3cp1fWAdEk/K3C4cO1eeHR62JfC15rGT2ghINn/Kol8ST1jbg6myQ86a3MtmQ8wYVCoW8sE2j0egVCtdJTEyke/fu1KxZM81lQhsbG2rWrEmZMmWYNm1auueoXLmyXENSqVTSqFEj+vbtS/HixQHt/MrOnTsb7DUJBcO///5LzZo1adq0qdzHPSdq6xqSSB6FQiUwMJBjx46hUqnYsWNHlvvkpi7hURC7JumKJV+/ft2gxx0yZAg+Pj54eXlhYmLCgwcPGD58OFu3bgUMO9KZ0yI1KoLuFqXM3mjcTyn5JzzjItj5kSLgKcUPvaTM3hge3XUjWtK/LF3WBOaU3ceiZjuhXiRqJxuDnLdjx45yrUedP/74g9mzZxuk48b69ev1/n537twpXyIESE5OZty4cVy5coXAwMA0K/yVSiXXrl3jzp076S6Q8/b2Zvr06QQFBQHaBPXSpUvs3bsXPz8/lEolO3fuLFCL6wTDuHXrljxH1szMjF69ejFu3DgjR/VmInkUChXdJWaVSkWVKlWyvL+Dg4O8mnLhwoUGjS0v0HWHyqnVfc2aNePRo0dyL2OFQsHy5ct57733cuR8OSFZUmIepkJx8wE2gbGExBsmecor1FFRqO89QHHrIWbhShIk/XmoNkoLWlhAf9twKhZ5icbccCvQBw0axIkTJ+jXrx9OTk5oNBq+/vrrd15tL0kS48ePl9sc6nz++eds2bKFJUuW8NNPP7Fx40aePXuGh4eHXk1IHaVSKU9dSS0uLo727dvj5eUF6K+W1SWLXbt2pVmzZu/0OoSCqWPHjnK728OHD+Pl5ZXn21WK5FEoVHTzjVL3ZM+qPn36ANq6bh06dECjKTgLJnQrz7M61+zp06esWbOGnTt3vvW5SUlJ8qWZXbt25em5jiYJEteiPTgVr/zvFlcRkzhtQqJMUvMi0pZT8Ur8I5xRJr155XC+otGAlHYxTJwmiVtJ8ZyKV/Io0hFFimF//1NSUtixYwfJyclygfrly5fLI3rZoVAo0l20eejQIT766CNmzJjBpEmT5O3r1q2jWLHM1bIE7e9/WFgYoC0aPm3aNL766ivgvx7GBw8exN/fP9uvQSi4HB0dGTRoEID83pjXieRRKFR0I2pt2rTJ9jG+/vpr+VPikSNHClSBcF3v4ICAAF69epWpfVavXk2JEiUYM2YMvXv3TlNm4nW69oO//PILTZs2fbeAc5j180ROX67CaO9B8u37y22xC9SAWo0yKg7Fv7aM9h5E5DUXTMPijB1yjnuUksKcx10Z7T2IWB9nTMJiDXr8du3aMXPmTCZPnszDhw+pVasWISEhlCpVCgcHBzw9PZkyZUqWL2VntltHsWLF6NChA3fu3Mn0scuXLy//81+0aBF9+/bl008/pV27dmg0GsqWLUtycjIrV67MUsxC4dGtWzeAt75/5hUieRQKlRs3bgC8U9JiZmbGH3/8IRcH1q1QLggcHByoXr06oE0K38bX1zfN3BxfX9837tOkSRO2b9/OwIED0/QYzmvMAkMoeVTCaZe1fCv+lwn2N8OQ1GqksHDczyXgtMuaEqeS4GWosUPOcfeSXbl+uZz2e3E6CULCDHp8hULBwoULmT9/PjY2NuzZs0d+LDIyEn9/f1asWJHl7keTJk1KU/S+aNGiegndhQsXaNGiBaAdIV+5ciXjx48n+k29vP/funXr5NHLXbt2UaxYMbkft64E1a1b/9fefYc1dbYPHP8mYYosFREVN04cdeCoG/Wts9Y6a1Vq69Zaa20dVduqddXRqnWvWlf7Vq1Va12tewAu3BsQB6IgS0aS8/uDH+c1AhqsEJD7c125Ljk5J3nyCMmdZ9z3+Uy1WeQdqZsVUzdc5XR5s1yCyLNS02+4uLj8q8dp3bo1pUqV4ubNm+pOytfFl19+Sbdu3ZgxYwadO3d+bh7MZxOJt2/fXv3wzYhWq33pJM3ZzRB2l3yPotQvCqmMTxJAUTA8jsb6xCVcrKxQDAYMT17/qiJhya64XNTgsvMCSlIyhoTELH2+kiVLUq1aNfWLX6qdO3eadf3u3btZvXo1kZGRXLlyxeS++/fvExgYSFJSEnq9Hnt7e65evUrHjh0B1GAwKioqzWaeZ+XLl4+5c+dSt25dBgwYQEREBBEREdjb29OuXTvmzJnDnj17GDVqFDNnzjTz1Yu8IjX3bW5ZBiUjjyLPSExMxN/fH+ClNss87bfffuPmzZsADB48+F+3LSfp0qULb775JvHx8VSvXp0vvvgiTeWXVM/muPT19VV3bL8OFL0eY0xMyiaSp25Kam5HRcEYH48hOhpjXBwYc8GaR60OjbVNxgm+NZqU++1sUXQKOlL+75MVA/HGJB7r82H1RMEQ9RhjfHyWv+aIiAju3buX5rg5X9oURaFnz56sXbtWrWWfqm7dugBs3LiRK1euqPXte/fuTffu3U2mxdeuXWv2dGKPHj0IDw9n27ZtrF69mjt37jBr1ix69eoFwIIFC3JNgCCyT4sWLQDYt28fBw4csHBrXkyCR5FnBAYGEheXsj4rdWr2Zdy8eZPu3bsDUKBAgXSTG+dmGo2G9evX065dOwwGAzNmzEhTDzjVN998o/7bzc2Nvn37ZlczxcvQ6tCVK0VSs2roG3pjVTxtAGZVxB1DgyrENqlAUrEk7DQpQePWOFfG36/HrzffwC4q+4LkGTNmmORUbdGiBRMnTmT58uUvvFaj0WSYBiq1fnZCQgJ16tRh0qRJJnkln90ZnZn1inZ2drRt25bevXvj4uLCjRs31IBgwIABr1VhAfFqVKxYkUaNGgHkiipE8hss8oynczpaW1szcODAl3qcPn36oNfr0el0HDt27LX8IPD09DSpanDp0qV0z6tRo4Zaju3Bgwc4OTmpG2JEzqO1seZxDTduddBxq40tTyq4pxl9TC7tTvBbdoR2MNKo4lWctRoeGZP4/qYvf/xVF+PfBbAPffEawFfl2VKAV65cYejQoWnWL2Zk7ty5/PnnnzRo0CDDv9UnT54wYcIESpQoga+vL7NmzUKn06m/20CGNdYzGpUPDQ1l3rx5XLlyhZEjRxIcHEzp0qUZP368We0WeU9qRoDckAv09fvUEyID1apVM5li3rNnj/rvjD4A0pO6sLl+/fp4eXm9ugbmIMuXL1dHETt37swHH3yQ4blPbwKoVauWmppE5EDW1kSW1zKgyT6aNT5LdKm0pTljPe2p1vAqkxtuZniRPThr7XhktCLsgjtlNsdS7K8HaG7dyZbmGgwGrl+/bnIsJCSEGTNmZOpx3nrrLQ4fPsy9e/fSXe/cqFEjihYtyoMHD9i3bx+fffYZBw8epFq1aiiKgqIo9OnTJ811R44coVixYvTo0YNly5ZRq1YtChQowPjx4/nggw/4+OOPqVatmjpy37t371xTSUlkv0qVKgGvvkhDVpDgUeQZWq2WBQsWqLker1+/zvLly9FoNGi1WpYtW2bW46SudaxZs2ZWNdViEhISWLBgAZ9//jkAn332GRs3blTXg6XnnXfeYfz48cyaNYuAgADq1KmTXc0VmaTRaUlyNdLD+RQdCwaS7KgBjenHQLKDhtaFztHT8SG1bG2w1uhIUHTYRmjh7BUMF69iiI620CtIsXr1ahITM79Rx83Nje3bt6fZsOXv78+pU6c4cuSIOuI+ffr0Fz7e+vXriYuLY8OGDfTr14+TJ08SGRnJ5MmT1bRgiYmJRP9/f61ateqVllwUr5fU4DE3zN5I8CjynBIlSmBjkzLi8nSORnPWLsbGxqpVKj788MOsaaCFPHnyhNq1azN06FAePXpE1apVmTx58gun5e3s7Pjmm2/49NNPs6mlAkDr6IiVZ3GsPIujc3LK9PV2mmSSnMCqlCdWHkXQpFM55a4+lhOJyRyPL4fVE8Bo/gj9q5CUlGRS0eWzzz5Dq9USHh7Ohg0b2Ldvn1rWTa/Xc/r0afbu3Ut0dDQRERG0bt2axYsXmzxmgwYNWL16tcmxhIQE1q9fz+3bt6lRowbw4pRTABMmTKB///5mp/4KDg7mk08+Metckffo9XogZTYnM7NhliDBo8hz9Hq9+oHzrBf9wdrZ2alpW8wdqcwNFEVh/PjxnD9/ngIFCrBgwQJOnDiRbik2kQNoNCgVSnK3rSd323mir1IatLoXX/cUN10cxsqx3H67KA99S6EralrLOVkx8N+YKgw615M5Ab44hRhAyd5dwp9//rnJCGNiYqL6N+rn54evry9WVla0aNECa2tr3njjDVq0aIGzszNubm7s3LmTgQMHotFoWLRokfo4tra27N27l3HjxqnHPvnkE7p27cqECROAlHXRL+Lm5sbMmTM5dOgQo0ePNrnv2fROqTZu3JjjAwNhGam/M8HBwUycONHCrXk+CR5FnmNtbc3OnTtZtmwZQUFBlCpVCkipVZ3RG34qKysrdeH8kiVL1G+Kud3hw4eZNWsWkJLncfDgwdjZ2Vm4VSIjGp2OqIr5oc0jbNo/4FGVfGisM5e2t6jOwEdVDlOy4w3uN9eTVMy0ZGeyYuDX2zVhW0GK/mGN0/mUxOjZ5ciRI8yfP9/kWEhICF9//XWac82pxT5o0CCT85o3b87kyZNNMgY87fr162peWHNERkaa/JwaID6d2cHb25sNGza88H1G5E0dO3akTJkyAGlGx3MaCR5FntSiRQs+/PBDvL29KV68OADlypUz69rUEcfExEQcHR3VdSq52YULF4CUKf2na/yKHEqjJa6oltEVd/JV+T+IK6ZBo8vcyKOr1p6PnIP4sfR/aV75EkmupptnkjFw+54r7v88wGnXRYzXgiEbR8y2bduW5tgHH3zAgAEDnpu4/ml+fn44ODioP7do0YIGDRowe/ZsdR3i6NGjmTJlSrp//3PnzuXJkycvfB6DwZDhTET37t2ZMmUKO3bsICgoiP/85z9mtV3kPYULF1bX49aqVcvCrXk+CR5Fnpe6/jHazE0ApUuXpkGDBkDKWqmM0tjkFmFhYYwYMQJI2Vn9OqYeyu00VlZqYm+NtQ0aG2sMNlDC6hGeVlEY7BQ0Ntam56Rzw9oG5f//e3UaLfm1thTQ2uBonYCSGnsqEG+0JcZoQEnQoXkcY5oYPZvcuHEjzbFZs2bh5uZGUFBQmi85Wq2Wa9eusWrVKvV3eN26dfj6+vLbb7/h7e0NwNGjRxk5ciRvvfUWkDITMXbsWK5cuaLWF0711Vdf4eLikmbd5LO0Wi1t27ZVf65fv76aoWDcuHGMGzeODh06cOLEiUz2gshLFEVh/fr1QEqy+ZxMyhOKPC05OVlNFuzj42P2dcOHD+fIkSMAuLq6vuDsnO3QoUPEx8dTsWJFJk+ebOnmiGdoHR1RypcgqeD/drwbdRqeFNfjqE0in8aA3iOJuIYV0CU9f02iPp8WrXsCdhoNj41P+Cu+CIFxpdl1syIe0SlT0nZRRtaF1OZiIQ/s7lijWGhpxoQJE9i4caPJsYMHDxIbG0v+/PlNpqDd3d359ttvKVu2LGXLlqVo0aJ89dVXHDlyhK1bt7J161ZatGjBuXPn1GvOnj3L3r17Wbp0Kf369cPX11dNw/W0pKQkNm/ezAcffKB+0XyWRqNhzZo19OrVi+vXr/P7779TqFAhKlSowLJly7C2tubixYu0bt2aESNGMGTIkFz/viFevWPHjnHr1i3y589Pu3btLN2c55LgUeRp/v7+xMXF4eDgYPZU2IwZM/jiiy/Un5s3b55VzcsWly9fBuCNN954bkoeYRlat4KENHMmttxTQZxOoU6l6xTQGrDTaGlS8Qr/dKwA+heMGtsYae11iXwaHXcMBr672oqoM4XId1eDbVg4BsDhVixhe93Z5+iO21kDioXqdVeuXJmEhAS++eYbvv32WwAaN26Mg4MDP/zwA+fOncPBwYHQ0NA0gVjLli1p2bIl/v7+LFiwgNWrV5vkdQWIi4tTS8Jt3LiR0NBQ8ufPn25bAgMDcXZ2ZseOHRkmC3dycuL33383OfbFF1/wxRdfEBUVRZMmTTh79izjx49nxowZbNmyJde/d4hXa8OGDUDK2sec/l6c54PHyMhIIiIiXttkz+L5UssVxsXFERkZScGCBV94zZw5cwCwt7enQYMGrFixIkvbmJWMRqO6MNvX19fCrRHpMRTIT2LtWL6svks9ptMYqWhzlwI6W7RoGeq+lyYulzEozw8erTV6qtmGYa+x4Z5BS1RQIcpsjkUbm4ByJ2XUTXvrDp5/6jHaWKGLeIzeQsEjpOyKHj16NNHR0dSuXZsaNWqwe/duNd3NiBEjnjuCV6dOHVatWkWrVq3o2bPnc5+rffv26maFMmXKmEybR0REACnVpaZPn57pKUUXFxcCAwP59ddfmTJlCufPn+fLL79UZy+EANSR9tRNnDlZng8emzRpwo0bN7h8+TLFiqWt8ypeb82aNaNkyZIEBwcTEBDwwsXsFy9e5N69e0BKEDlgwIDsaGaW2bVrFzdu3MDZ2Vmt1y1yFoOdFeWL3OdD53vP3KP7/xvUstVRyzY8zbXpS0m/FG+0xS5cgxJ4AYPxf7uoDZGR8P87h3NCLoHt27eru64dHBx4//331fueztP6PO+99x6enp40btxYPVasWDHCwsLUn0+fPq1W9mjYsCH79u0jIiKC48ePM2TIECCl5OC3336bqeDx4sWLzJgxA71eT40aNVi2bBn169fn6NGjJCUlZTgVLvIWRVEoWLAg9+/fZ/LkyWr6tJyaLi3Pr4wPCgoiLi6Ow4cPW7opwgKsrKwoWrQogFmVH9q0aQOk5HtMr1xZbjN37lwg7a5UkXNo9UbuRDtxLMFgcruZHIvhX+RdNKBBkwvSDaaOBkLKDMG6devUv9nM1Kdv1KiRWl0KUqaZU82ePdvk3F27dnHu3DkqVarE4MGD1dkGgHPnzpGU9OLNQzExMVy/fp3KlSuzatUqfv75Zz777DN1XXHx4sUlcBQqjUbD4cOH1RHyKVOm5OhNM3k+eBwxYgQtW7Y02SknRHpOnjypfvgsXrz4tciDePToUQAKFSpk4ZaIjOgi44k7U4B+Z3qpt/5n3+fHh42INL44jUxu5+Pjw3vvvaf+HBMTw5IlSwDYvXs3V69eNfuxSpYsqS7PeLpm9sWLFxk1apT687179+jYsSOVKlUiMTGR9u3bU6FCBfX+IkWKcOrUqXSfY/v27VSuXBknJ6d0Zya2b98OoK63FCKVi4sLP//8MwsXLgRgy5YtGI3Zm5jfXHk+eJw9eza7du2SURfxQqnJhB0dHendu7eFW/NygoKCGDhwINWrV8fX11dNT/T1118TExNj4daJdEU8otjBZPJtclZvdltc2HShBo9y5ufKKzd79mwKFCgApKQwadu2LfXq1cNgMFCvXj0OHjz43Ovv37/P0qVL1R3PgDp6aG9vz7Bhw0wS4zs4OKDX6wkJCWHVqlX06dNH3VgGKWvl69Wrpy5hSfXFF1/Qrl07Ll68CKQkL88oIXj//v1foidEXlCzZk0AihYtmmNTp+X5NY9CmCv1A6F69eoWbsnLuXLlCo0bNyYqKirNfe3bt5cvUDmUIfIxtkcvY2f1v7drja0N0aXLEvVm3pj2dHd35/Tp09y/f5/atWsDsGnTJt5++238/f3p2LEjwcHBGe6WnjhxopqrsXLlylSsWFHNz/rkyRNsbGwoVaoUV65cISYmhgEDBnDo0CEAPD09OX/+PADDhg1j3rx5QErwOXbsWMaNG0fZsmWJi4tjxowZaZ5bURT++9//cuzYMR48eMCxY8e4fPkyf/75J/Xr13+1HSVeC6klOfPly2fhlmQsZ4a0QmQjc+vMenh4AClBWG5z4cIF2rZtS1RUFJ6enrRp04aRI0cybdo0AgMD2bRpU479hpvnGQ0YY2IwREb+7/YwEl1CyqaXRCU53Vuy8vxSgjoUjDrQWFuhscr54wienp5q4Agpf4/79++nXLlyPHr0iKVLl2Z47dOjfxcuXEhTSjAwMFB9jsqVK/Pee++p19y4cYPbt2/ToEEDNXBMtXLlSvr27QukrINOXZ/5/vvvc/jwYfr06cOKFSu4ePEiV65cITo6Wp0uX716da4vMCBeLD4+PtO1zHX/Xy3q6tWr6SbLzwnk00LkaQaDQX0DTw0OM5I6zfTgwYMcuw4lPXfu3KF9+/Zcu3aNEiVK4O/vz/bt2/nuu+/44osv1CkSkYsoRuwjFObfac6kBzXTvf0UXYy7+tgMH8JR+4T44kaSGnmj1KyErmCBbHwBr4a9vb26VvHZwO5phQsXBv5X8u3ZZOBPb6SBlDrYqR/4w4YNw8bGxiStTmq1GkhZpwYpH/iXLl0iKiqKNWvW0KBBA2rWrEm/fv2YO3cuW7dupUKFCmpux5CQEGrXrk1oaOhLvHKREz0bJE6dOhVHR0d1mVChQoXo0qVLmnW6UVFR/Pe//yU4OBgALy8vdZlGq1at0k1eb2kaJbMhcRaLjo7G2dmZx48fm+yGEyIr+Pv74+Pjg7OzMxEREVg9ZwQm9XcTUkYvckNN66SkJGrXrk1QUBBubm6cPXuWIkWKWLpZFtFS28XSTXh1tDoMjatzp5Edeof038KVEk+Y57Oet/Ilpnv/zeRYhtzoysVLxbG/bUXJPx5hPJu1I2G7jb++8sc8f/483t7eaLVaDIb0R1v37duHr68vLi4uaDSaNCOP48aNS1NdqUiRIty/f598+fIRFxeHp6cnt2/fZtGiRXh4eLBx40batWtHt27dMhy1f3a94/HjxylTpgxVqlQhPDwltVK3bt3U5NAi9woLC6Ndu3bExsayePFinJ2dTUbKn2ZlZUXXrl155513SE5OZtKkSeqyqN69e7Nq1SpCQkJo1qwZN2/eZPDgwSxYsCDLX0Nm4q+cP1chRBbavXs3kFIl5nmBI2CyVrBy5crodDpKlSrFDz/8oKbwyWl+/PFHgoKCKFiwIOfPn8fNzc3STRKvgtGAzcXblIwqhGKVfuByr4ETQdWK81a+6+ne766zYXTJHVwqUpSVt+qT6O+K9dmsbHTWWL58OfD88qJNmzbF09OT0NBQChUqpH6BiouLY+TIkYwbNy7NNbNmzWLEiBFotVqCgoIICQkBUgLC0NBQHB0diYyMZMyYMUyYMAF7e/s0QWS3bt14/Pgx8fHxnD59mgMHDuDj48O9e/c4deoUtWrVYuPGjXzyySfUq1fvVXWJyEYxMTFs2rSJr7/+mps3bwLQtm1batSoAUDr1q3p1KkTer0eLy8vZs+ezY4dO1i3bh3r1q1L83g//fQTn376KWfOnFEf7/Hjx9n2eswlwaPI03bu3Amk7J5s2LAhCQkJlC5dmtKlS1OrVi26dOmCVqtlw4YN6tqmVAaDgevXr9O2bVsGDBjAd999l+GCfUvZsmULAOPHj5fA8TVjuB8O9zNODO7oWZfwpIxHD/JpbWhsB43t7nC9yHWOONTFOisamsV+/TVlNHPMmDEZnqPVann//feZOnUqpUuXpmvXrnz22WfPfVyj0cijR48wGAxs3ryZqlWrAilVQJ5NqB8cHMzGjRt5//33WbNmjXp87dq1PHr0iDJlyhAbG8uoUaMYOXIkW7ZsYebMmep5qRskRM6hKAo///wzc+bM4erVqxQuXJgWLVrQqlUrrKysuH37NocOHeL333/nyZOUlFlFihTh3r17JCQkcOzYMaysrJg3bx5ly5ZVH9fX15eAgACWLl3K6dOn0ev1VKhQgWnTplGpUiXi4+Pp27cvJ0+eVK+pVq1atr/+F8nzweO5c+c4ceJEmsBAvP4iIyPVFB///POPejx18TykjGpUqVJFTabt7e1NqVKlGDVqFMWLF+eHH37g+++/Z/HixezZs4cNGzZkOFWR3ZKTkzlx4gSQsm5G5C26RCPXYwsRmPi/hNY6FNx1yXhY5SdZMXDX8IQHBhuuxxZCl5R71vE+LXVqWK/XExMTw6JFi9BoNAwZMsSkPnCfPn2YOnUqgYGBaWpQp6dy5crY2dkRFxfH9u3b8fHxwdXVlQ8//DDNue7u7hQtWlT9e0ul0+lwc3PjvffeU3NTjh07ljVr1qjVbXx8fKhRowZ37twhNjaW2NhYSpUqpa55E9nvr7/+Yvr06fz999/qsdjYWJYsWaL+Pz7Ny8uL3r17M3DgQLp3787evXtxcnJizpw5JoFjqtq1a6f5nDhz5gzx8fFASk5hjUZD7969qV69utmVlLJTnl/z6OjoSGxsLD169GDlypU5thSQePUeP36Mm5sbycnJODk5MWLECN544w1u3rzJtWvXWLFihfqNElJyuE2ZMkXdCZdq3759+Pn5ERoaSsGCBQkICMgRtUkDAgKoU6cOrq6uRERE5Pnd1K/Vmkdz+FTlak8HnEtFqYesrQx0KXmSIS4XeWxMYvqDpuy/XY7Ht1zwWhsHJ4KytElZsebx888/Z+bMmbRs2ZK4uDh1Y8uPP/7IoEGDTM718fHB399fzd34Infu3GHQoEFs3boVSAkS09u80Lx5cwoXLkypUqUoV64cffv2NVnvmFqaMDXlj7W1NcnJyRk+r4eHBzdu3HgtChGY6/Hjx9y9e5cKFSpkmBvzRRRF4e7duzg6OuLo6PhS13/zzTd89dVXQEpt9fHjx9O5c2euXbvGli1bCAgIwNbWFnd3d6pWrUr79u3x8fFR2xweHs7ly5epV68e1tbmj+XHxcWZzFxt2bKFt99+O9Ov4d/ITPyV54PHEiVKqLvdgoKCTHbRidffzp07uXTpEn369MHV1dXkvkuXLtGrVy+uXLnC0qVL6dq1a4aPExUVRcuWLQkICKBNmzZqFYnspNfruXHjhpqzrnv37uqi/j/++CPb25PT5LXg0apYUWJrFifB9X9fdvR2YGwbye6aywnWW9P5n0G47bfB/qGB/Cdvow+7k6Vtyorg8fr165QrVy7N8XLlyhEQEKBucgMYPXo006dPp2/fvupayedRFIWRI0eq5Qnfeecd/vjjDxRFoVKlSpw7d049t2XLluoa6m3btqWpWta3b19Wrlyp/qzVarGzs1NHm3Q6nbrhJ1++fJw7d47IyEi8vb1fuoxhYmIi48aN486dO7zxxhsYDAaqVq3Km2++qe4Szwn27t1Lx44diY2NZdKkSXz55ZdAytKge/fuUbRo0RcGlJcvX8bPz49jx44BKfXJZ8yYYXYuzUuXLjF8+HB27doFpNRNHzNmjEl5zKw2f/58vvzyS7799lsGDx6cbc+bSoLHTPD39+fbb7/F29ubr7/+Os+PzghTiqKQnJxs1pv3lStX1BJmBw4coFGjRq+sHXq9Ho1Gg06nIz4+nkePHqHVanFyciJ//vz8/fffdOjQgdjYWKysrOjVqxcrV65Ep9Nx7NixHDOVbkl5LXjUWFmhze8ATycXd3Lk4qfuHOgwiwtJroxY3o+SK65BYiLG2DgUvT5L25QVwaPRaEwzG1CwYEEePnzIl19+Sd++fZk4cSJJSUm89dZbfPDBB5QrVy7DsoZGo5E1a9ZgY2PD+vXr+eOPP9BqtbRq1YqtW7cSFhbG3bt3GTZsGIGBgVhbW1OgQAGTEcnDhw/ToEEDk8d9/PgxTZo04cyZM+qxjz/+GKPRyLVr1zhx4gSPHj0CUkYm9Xo9iqJQoUIFdu3aRYkSJTLdNxMmTGDSpElpjms0Gpo3b86CBQtMyi6+SoqisGDBAn755RdcXFwYMWIEzZo1S3PO3r176dGjBxEREQAm71nvv/8+a9eupWLFivTt25eBAwemGVGMiIhg6dKlTJgwAf0zv7/W1tbs2rWLpk2bZtjOiIgIpk2bxvfff49er8fa2pr58+dbrAKQoigvPfL6b0nwKIQFKIqifvkYNWpUutUmXnT9lClT8Pf3JyoqisjISCIjI4mKiiI2NhZnZ2datGjBtm3b1AX2Go2Gd999l6NHjxIWFmYyegHppyDJq/Ja8JgenYszV8ZVZkfX77iQ5M7EBb0p8sNxMD4/ofirkhXBI6RNibNmzRp69epF/vz5sbW15eHDh0DKtPWJEydwdHRUS3M+Kzw8HHd39zTHFy5cyMCBA9mwYQPDhg1Tg52GDRsSFBSk7oj9559/aNKkSZrrR44cyezZs9Wfq1atSlCQecsEWrZsSf/+/fn7778ZOnSo2WnCvL29OX/+PAUKFKBNmzYYjUb8/f3VwNnOzo5JkyYxYsSINAH4v6EoCp9++qm6VhxSpoAXLlyIn5+f+v/17bffqjvda9SoQdGiRdmxYwdDhw7l+++/p2DBgiZZLmrUqMGuXbsoVKgQ/v7+TJo0iW3btqn3+/r6smLFCrRaLYMGDWLbtm24uLjQp08fdDodJUqUoGnTply4cIGDBw9y8OBBk9Hjdu3aMXv2bLy8vF5ZX+QmEjwKYQEGg0FN97Nz507+85//ZOr6X375hW7dupl1rlarRVEUk6S0jo6OXLlyBT8/P/766y/q16/PP//889JTXq8bCR5B6+jI7UFVadD5FGHxLjxYUQqXNccgmz4Gsip4bNu2LTt27ECn0/Hll18yZswYihcvrgZ4z6pYsaKaVy89/fr1Y9myZSbHUtfiJSQkmCQVX7lyJS4uLvzwww98/PHHdOzYEUVRWL16NTdv3mTcuHHY2NjQrVs3fvnlFwC6du2Kq6urWjIxPW+++SZLliyhRo0aadZHmptntnz58ly9epVDhw7x5ptvqsdv3LjBoEGD1ClaHx8fVq5cSeXKlV/4mOZ4esRz9OjRHDt2TN2U+O6777J48WIKFixIy5Yt2bNnDwC3b99m9erVjBs3jt69ezNy5Ei1FOyCBQv4+uuvCQ8PR6fTqRuZUpUqVYrx48fzwQcfqIHpkydP8PX15ejRoy9sb/Xq1Zk6dapa9zyvkuBRCAtp0aIFe/fupVChQuzfv9/sN+PQ0FAaNGjA7du36dOnD23atMHV1RVXV1dcXFxwcXEhMDCQPXv20KxZM/VNbteuXSxZsoTo6GgmTJhAo0aNSE5O5uLFi1SuXPmFuSvzEgkeQWNry5OW1blXX4cuQUOxv+PRHj6T64NHgBMnTqibViBlFGrfvn0ADB8+nD///FMtLeru7s7t27ef+/eROmUK8Pvvv6fZvKDT6VAUhcuXL6dZc9m7d281Zc+ZM2eoVq0aN27cYMqUKWzevJnIyEgGDx7M4cOHCQ0NRa/XpxkJPX36NNWrV2fXrl2899576ugppJQ27N279wv7JKPgEVJGB1euXMmnn37K48ePsbGxYcqUKXz66af/avnW3LlzGTFiBJCyhm/IkCEYDAZmzpzJ+PHj00wtA+zfv5+aNWtSr149zp8/T79+/ahVqxYDBw6kRYsW7N69mytXrtCmTRu1vKOtrS1du3ZlzJgxVKxYMd2p3qioKFasWMHDhw/V7BPHjx+nSpUqNGrUiIYNG9KwYcN0R5rzIgkehbCQkJAQfH19uXbtGoMGDeLHH3/M8Nxt27YxadIkQkJCiIyMJDExkfLly3Py5EkcHByysdV5gwSPgEaDVbGiGDwKgN6I9nY4hgcPsu3pszJ4fFanTp3YvHkzgBrI9erVS71/+/btz03uHxkZyb179yhVqhT29vZMmjSJn376CR8fH2bNmsWQIUMIDg7m8OHDabJ0lC5dWh2dTA0CISV91tatW+ncuTNDhw7lhx9+QKPRqBs3XV1dSUpKYubMmfj5+amphsLCwti8eTOzZs3i1q1bLFmyhH79+j339UdFReHh4UFCQsJzN4OGhYUxYMAAdZNfhw4d+OWXX14q88ipU6fw8fFBr9fz7bffpsm9efLkSd577z0uX76sHhs0aBAzZ86kTZs2HDhwAFdXV44ePcqyZcv47rvvGDFihDrdr9fruX//PvHx8bi7u0uM8IplJv6S3SFCvEIlSpRg6NChAGoet2clJSXRqVMn2rdvz4kTJ7h37x6JiYl4eXmxZ88eCRxF1lEU9LfDUALOoZy+kK2BY3Z7et1aQkIC3bt3N5kJSA0sM+Lq6kqlSpXUAG78+PFcunSJtWvXcv36dTZt2kRgYCCdOnVi27ZtjBs3Tl33eOnSJVq3bk2vXr2oXLmyukbZ2tqapk2bUqtWLebPn49WqyU+Ph5/f38ePnzImjVr0Ol0DB48mE8++URtS7FixRg6dKianDy1uMHzrF+/noSEBKpWrUqVKlUyPK9YsWL88ccfLFq0CFtbW7Zu3crChQtf+PjPMhqN+Pn5odfr6dSpE6NHj05zTs2aNTl58iRz587lt99+IyAggHnz5vHee+9x4MABnJyc+Ouvv6hQoYLal0+PglpZWVGsWDG8vLwkcLQwCR6FeMVSdwOePHky3coRq1atYvPmzVhbW/P5559z6tQprl27xoULF/D09Mzu5oq8SFGybaraUsaMGUP58uXR6XTUr1+fI0eOcPHiRaytralVq9ZL5dBL3VTydP6+HTt28NFHH5ls/rC1tWXHjh389NNPtGvXjtGjR6vrCwsWLEjNmjXV648cOULhwoWZOnUq7dq1U6ev00tG/c477+Dl5cWmTZvSJCRPdeLECX788UcCAgIAqFu37gt372o0GgYMGMC8efMAmDp1qsmawhe5d+8e69ev5+zZszg4OLBw4cIMnzNfvnwMHz6cTp06UatWLbZv387WrVuxsbFh586d1KlTB0jJnQnw888/SwWeHEiCRyFese7du+Ph4cHt27fT/QBIfYOeMWMG06dPp0aNGpQtW1bWJwrxCrm4uBAQEMCFCxeoUqUKR48eVVNvRUZG8tZbb730Y/v4+KjlDSdPnky5cuVo3759umvnbty4wdy5c01yrS5cuJBOnTrRs2dPRo8ezTvvvMN3331ncl16KXbq1KmjbpSpW7cuo0aNUoO8y5cvM2rUKN58802GDBnCihUrgJQRQXP5+flRpkwZwsPDWbBggVnX3Llzh+rVq/P+++8D0KBBAwoXLmz2c6b2S8+ePdWcjMnJyeoX6fv371skb654PlnzKEQWWLx4MQMHDgRS0vZMnToVnU7H5MmTGT9+PNbW1oSHh+eoRL2vO1nzaHnZuebxWfPmzePjjz9Wf05vE0lmKIpCQEAAVatWxc7ODr1en+4XwLNnz7Jt2zaGDh2a5jOtTZs2/Pnnn2i1WoxGIwMGDFB3YF++fJny5cunebyYmBjq1q2r7hbXaDR4enoSEhKSbjsDAgKoVauW2a9r9erV+Pn54eDgwL59+/Dx8TG5PyQkhPDwcJ48ecKRI0dMpqft7e3ZuXMnjRs3Nvv5VqxYwYcffoiXlxeXL19Go9HQqlUrNeE6pNQTf16RBvFqyIYZISwsOTmZJk2aqGkihg0bxuDBg9VRg7Zt25rkJxNZT4JHy7Nk8Ph0En9ISeVi6fJ/0dHRNG3alFOnTgFQrVo1zp49C6SMGGY09Xv37l0GDBjAvn37TKaXCxcuzHfffUfXrl2ZOXMmrq6uDBkyJFNtMhgMtGrVin379qHT6Rg+fDgDBgxg5cqVHDhwQC3/+LT8+fOzfv16qlatSsmSJTP1fLGxsXh4eBAbG8v+/ftp3LgxDg4OxMfH06RJE5o2bcro0aMt/n+VF0jwKEQOoNfrWbhwoTra8XQ92/Pnz7+ynGrCPBI8Wp4lg0dFUZg2bRrr1q3js88+M6u2dXZIHXl7Wvfu3Vm/fv0Lr/3999/56KOPqFChAt27d6d3796v5HMzMjKSgQMHqnkpn+Xu7o6zszOOjo4ULlyYCRMmUK9evZd+vv79+7N06VL8/PxYsGCBumnw4cOHFChQ4KUfV2SOBI9C5CBr165l5MiR3L9/Hw8PDyZNmkSfPn1kjWM2k+DR8iwZPOYkT09xHz161KSUoaOjI2fPnlXzVb5ITExMmpJ9r8qOHTuYPHkyR48epUSJEvTu3ZsWLVqkW0Hn3/juu+/U9ZqPHj3i4sWL2NnZERsb+0or34jny0z8JZ9eQmSxnj170qFDB3VKxtnZmX379qkJiIUQ2a9Ro0YkJiZmuGs5q+zdu5d33nmH7t27s2TJEsqWLUvhwoUJDw+nVKlSXLlyxWQ394tkVeAIKWsyW7duzfnz5yldunSWpRE7f/48kFITHMDNzY1FixZJ4JiDyW5rIbKBo6Mj7dq14+jRo5QsWTLDhL1CiKx39OhRzpw5g7+/f7Y/d4sWLYiJiWHp0qUAODs7U6JECdzd3fn5558zFThmB41Gg7e3d5bmnx07dqxJ+qJRo0bRqVOnLHs+8e/JyKMQ2ahVq1bs2LEj3V2UQojs4e3tTevWrdXUMAaDgfj4+CwdxcuIra0t/v7+KIrywnyMrysvLy+OHz/OggULOHXqFP3797d0k8QLSPAoRDbSaDSyUUYIC3N0dGTjxo3qzz179mT79u0cOnQIb29vEhMTyZcv3yt/3qtXr6r/btu2rcl9r1PgeO3aNR4+fEjdunXNvsbKyorhw4dnYavEqyTT1kIIIfKsTZs2sXHjRmJjY6lRowYlS5bE0dGRv/7665U/19O7lzOTezG3uHnzJo0bN8bLy4t69epx6NAhSzdJZBHZbS2EEDmYwWCgUKFCGI1GPvvsM8aPH2/pJr02Hjx4kGE1lGLFinH79m0gpR69TqdDp9ORmJiIVqvl0KFDNGvWLFPP98svv9CtWzcAypQpw/Xr1//dC8ghjEYjv/76KwMGDFBrUgNcuHBBzW0rcj7ZbS2EEK8JnU5HgwYN6Ny5Mx06dLB0c14rqbt8ATp37oyNjQ3r1q0DICwsjCVLlhAUFMSSJUswGo04ODig1WqJjIwE4Pr165QpUybN40ZFReHg4KBuflEUhQ4dOpgUBni2cktON2fOHMLDw6lduzZ16tTB1taWmzdvcuLECebPn28yJQ+wZcsWCRxfYzLyKEQulVqzVqPRvFbrpURaiqLw6NEjChYsaOmmvFaWLl1K//79adOmjVo/Wa/X07lzZ37//fcXXu/l5YWVlRXBwcH07NmTJUuWMHPmTH799Vfq1q2r1rGPj4+nRIkSPHz4EHt7e1xdXQkMDKRIkSJZ+vpelfPnz2cqQ8TSpUv56KOPsrBFIitkJv7K1JrHhQsXUq1aNZycnHBycqJ+/fr8+eef6v1+fn7qB1nq7d9knRdCZKxy5coMGTLEpLaseD1pNBoJHLNA6peuHTt24OvrS58+fVi1ahXDhg2jWrVqeHt70717d3bt2kVoaCjLly83Se5/9epVLl68SHx8PDt37uTs2bNMnz4df39/1q5di8FgACBfvnx06NABBwcHTp06RWhoaK4JHBVF4c6dOwA4OTnxxhtvYGVlpdbUbtKkCR988IF6/uTJkyVwzAMyNfL4xx9/oNPpKFeuHJBSQH3mzJmcOnWKKlWq4Ofnx/3791m5cqV6jY2NTabKC8nIoxDmWbx4MaNHj2bp0qV07tzZ0s0RIte5f/8+1atX5/79+2nus7a2xtHRkalTp9KvXz810ExOTiY6OpqoqCi2bNlCREQE06ZNS/fx9+zZg6+vL5AShEHu2VUdFRVF//79+f3330lKSgLgnXfeYdOmTSQmJqLRaLCxsQFg0aJFDBo0iGbNmrF3795c8xqFqWwtT1igQAFmzpzJhx9+iJ+fn/oH9bIkeBRCCJFdHj16xN9//01iYiIXL17kwIEDHD9+nMTERPWckiVL0q1bN6ZPn57u9YULF1ZHGYsWLaqO1O3YsYPWrVtnzwt5RcLDw+nRowf79u1Lc99vv/2WbvLudevW0bNnTzw9Pbl69Sq2trbZ0VTximXLhhmDwcCvv/5KXFycmmgV4J9//qFw4cK4uLjQpEkTpkyZkuFuNoDExESTP9Lo6OiXbZIQQgiRKQUKFODdd981OZaQkMC1a9fYvHkzEydOJDg4mBkzZjBmzBgcHBwIDQ3lxo0b3Lhxg+vXr6uBI6AGjjqdzqRqSm5x48YNk8Dxp59+Qq/XU6hQIdq3b5/m/KioKN58800AQkNDWb16tST5zgMyHTwGBQVRv359EhISyJ8/P5s3b1aTHrdu3ZouXbpQsmRJbt68yfjx42nevDmBgYEZfhOZOnUqX3/99b97FUIIIcQrYmdnh7e3N97e3gwaNAg3NzcgZZ1xeHi4SbCYkW+++QZ3d/esbuorFx4erv575syZ9OrVK8Nzz58/T+3atUlISFCPnTlzJkvbJ3KGTE9bJyUlERISQlRUFL/99hvLli1j//796VbNuHv3LiVLlmTDhg0Z1qlMb+TR09NTpq2FEEJkq1u3btGuXTvc3NzYtWuXmmqnc+fO/Pbbb+p5tra2lC5dmjJlylCmTBkqVapE5cqV8fLy4uHDhyQkJFCnTp1cufYvJCSEkiVLYmVlxcOHD5/7OdyjRw82bNgAgL29PT4+PsydO5caNWpkU2vFq5Sl09Y2NjbqhpnatWvj7+/P999/z+LFi9Oc6+HhQcmSJdPkf3qara2trI8QQghhcfv376dp06asWbOGq1evqoMiCxcupFu3bnh4eFCmTBmKFCmCVpt+spJixYplZ5NfOU9PTypWrMilS5dYvnw5I0aMSHNOWFgYo0ePVgPHgIAAatSogU6ny+7mCgv510nCFUUxGTl82sOHDwkNDcXDw+PfPo0QQgiRpbp27YqzszOKolCxYkX1uJubG126dLFgy7KPRqNh8ODBfPzxx4wcOZLIyEi6dOlCvnz52L17Nz///DNHjx7FaDSi0WgYM2bMa1lqUTxfpqatx44dS+vWrfH09CQmJoYNGzYwbdo0du7cSf369fnqq69499138fDw4NatW4wdO5aQkBAuXryIo6OjWc8hu62FEEIIy0lOTmbIkCEsXbo0w3MaNmzInDlzqF27dja2TGSlLEsSfv/+fXr16kWFChXw9fXl+PHj7Ny5k5YtW6LT6QgKCuLtt9+mfPny9OnTh/Lly3P06FGzA0chhBBCWJa1tTVLlixh/fr1eHl5mdzn5+dHcHAwBw8elMAxD5PyhEIIIYTIUFRUFO+++y4RERHs3buXQoUKWbpJIgtkS55HIYQQQrz+XFxc2Lt3r6WbIXKQTE1bCyGEEEKIvE2CRyGEEEIIYTYJHoUQQgghhNkkeBRCCCGEEGaT4FEIIYQQQphNgkchhBBCCGE2CR6FEEIIIYTZJHgUQgghhBBmk+BRCCGEEEKYTYJHIYQQQghhNgkehRBCCCGE2SR4FEIIIYQQZpPgUQghhBBCmE2CRyGEEEIIYTYJHoUQQgghhNkkeBTpunDhAnfv3rV0M4QQQgiRw0jwKNI4ePAgVapUoWrVqiQlJVm6OUIIIYTIQSR4FGmMGTMGb29vHj58iNFotHRzhBBCCJGDSPAo0vjyyy8pUaIEf/31F3Z2dpZujhBCCCFyEI2iKIqlG/G06OhonJ2defz4MU5OTpZujhBCCCHEay8z8ZeMPAohhBBCCLNJ8CiEEEIIIcwmwaMQQgghhDCbBI9CCCGEEMJsEjwKIYQQQgizSfAohBBCCCHMJsGjEEIIIYQwmwSPQgghhBDCbBI8CiGEEEIIs0nwKIQQQgghzCbBoxBCCCGEMJsEj0IIIYQQwmwSPAohhBBCCLNJ8CiEEEIIIcwmwaMQQgghhDCbBI9CCCGEEMJsEjwKIYQQQgizSfAohBBCCCHMJsGjEEIIIYQwmwSPQgghhBDCbBI8CiGEEEIIs1lZugHPUhQFgOjoaAu3RAghhBAib0iNu1LjsOfJccFjTEwMAJ6enhZuiRBCCCFE3hITE4Ozs/Nzz9Eo5oSY2choNHLnzh0cHR3RaDSWbk6OEB0djaenJ6GhoTg5OVm6ObmK9N3Lk757edJ3L0/67uVJ37086buUEceYmBiKFi2KVvv8VY05buRRq9VSvHhxSzcjR3Jycsqzv9T/lvTdy5O+e3nSdy9P+u7lSd+9vLzedy8acUwlG2aEEEIIIYTZJHgUQgghhBBmk+AxF7C1tWXixInY2tpauim5jvTdy5O+e3nSdy9P+u7lSd+9POm7zMlxG2aEEEIIIUTOJSOPQgghhBDCbBI8CiGEEEIIs0nwKIQQQgghzCbBoxBCCCGEMJsEjznYrVu3+PDDDyldujT29vaULVuWiRMnkpSUZHJeSEgI7du3x8HBgUKFCvHxxx+nOScvmjJlCg0aNCBfvny4uLike470Xfp+/PFHSpcujZ2dHbVq1eLgwYOWblKOc+DAAdq3b0/RokXRaDRs2bLF5H5FUfjqq68oWrQo9vb2NG3alPPnz1umsTnM1KlTqVOnDo6OjhQuXJiOHTty+fJlk3Ok/9K3cOFCqlWrpiazrl+/Pn/++ad6v/SbeaZOnYpGo+GTTz5Rj0nfmU+Cxxzs0qVLGI1GFi9ezPnz55kzZw6LFi1i7Nix6jkGg4G2bdsSFxfHoUOH2LBhA7/99hsjR460YMtzhqSkJLp06cKgQYPSvV/6Ln0bN27kk08+Ydy4cZw6dYpGjRrRunVrQkJCLN20HCUuLo7q1aszf/78dO+fMWMGs2fPZv78+fj7+1OkSBFatmxJTExMNrc059m/fz9Dhgzh2LFj7N69G71eT6tWrYiLi1PPkf5LX/HixZk2bRoBAQEEBATQvHlz3n77bTXIkX57MX9/f5YsWUK1atVMjkvfZYIicpUZM2YopUuXVn/esWOHotVqlbCwMPXY+vXrFVtbW+Xx48eWaGKOs3LlSsXZ2TnNcem79Pn4+CgDBw40OVaxYkVl9OjRFmpRzgcomzdvVn82Go1KkSJFlGnTpqnHEhISFGdnZ2XRokUWaGHOFh4ergDK/v37FUWR/sssV1dXZdmyZdJvZoiJiVG8vLyU3bt3K02aNFGGDx+uKIr8zmWWjDzmMo8fP6ZAgQLqz0ePHsXb25uiRYuqx/7zn/+QmJhIYGCgJZqYa0jfpZWUlERgYCCtWrUyOd6qVSuOHDlioVblPjdv3uTevXsm/Whra0uTJk2kH9Px+PFjAPW9TfrPPAaDgQ0bNhAXF0f9+vWl38wwZMgQ2rZtS4sWLUyOS99ljpWlGyDMd/36debNm8esWbPUY/fu3cPd3d3kPFdXV2xsbLh37152NzFXkb5LKyIiAoPBkKZf3N3d82yfvIzUvkqvH4ODgy3RpBxLURQ+/fRTGjZsiLe3NyD99yJBQUHUr1+fhIQE8ufPz+bNm6lcubIa5Ei/pW/Dhg2cPHkSf3//NPfJ71zmyMijBXz11VdoNJrn3gICAkyuuXPnDm+99RZdunTho48+MrlPo9GkeQ5FUdI9ntu9TN89T17qu8x49vVLn7wc6ccXGzp0KGfPnmX9+vVp7pP+S1+FChU4ffo0x44dY9CgQfTp04cLFy6o90u/pRUaGsrw4cP5+eefsbOzy/A86TvzyMijBQwdOpTu3bs/95xSpUqp/75z5w7NmjWjfv36LFmyxOS8IkWKcPz4cZNjkZGRJCcnp/kG9TrIbN89T17rO3MUKlQInU6XZpQxPDw8z/bJyyhSpAiQMprh4eGhHpd+NDVs2DC2bt3KgQMHKF68uHpc+u/5bGxsKFeuHAC1a9fG39+f77//ni+++AKQfktPYGAg4eHh1KpVSz1mMBg4cOAA8+fPV3f7S9+ZR0YeLaBQoUJUrFjxubfUb0ZhYWE0bdqUmjVrsnLlSrRa0/+y+vXrc+7cOe7evase27VrF7a2tiZ/JK+LzPTdi+S1vjOHjY0NtWrVYvfu3SbHd+/eTYMGDSzUqtyndOnSFClSxKQfk5KS2L9/v/QjKaM5Q4cOZdOmTezbt4/SpUub3C/9lzmKopCYmCj99hy+vr4EBQVx+vRp9Va7dm169uzJ6dOnKVOmjPRdZlhqp454sbCwMKVcuXJK8+bNldu3byt3795Vb6n0er3i7e2t+Pr6KidPnlT27NmjFC9eXBk6dKgFW54zBAcHK6dOnVK+/vprJX/+/MqpU6eUU6dOKTExMYqiSN9lZMOGDYq1tbWyfPly5cKFC8onn3yiODg4KLdu3bJ003KUmJgY9XcKUGbPnq2cOnVKCQ4OVhRFUaZNm6Y4OzsrmzZtUoKCgpQePXooHh4eSnR0tIVbbnmDBg1SnJ2dlX/++cfkfS0+Pl49R/ovfWPGjFEOHDig3Lx5Uzl79qwyduxYRavVKrt27VIURfotM57eba0o0neZIcFjDrZy5UoFSPf2tODgYKVt27aKvb29UqBAAWXo0KFKQkKChVqdc/Tp0yfdvvv777/Vc6Tv0rdgwQKlZMmSio2NjVKzZk01hYr4n7///jvd368+ffooipKS+mPixIlKkSJFFFtbW6Vx48ZKUFCQZRudQ2T0vrZy5Ur1HOm/9PXt21f923Rzc1N8fX3VwFFRpN8y49ngUfrOfBpFUZRsHOgUQgghhBC5mKx5FEIIIYQQZpPgUQghhBBCmE2CRyGEEEIIYTYJHoUQQgghhNkkeBRCCCGEEGaT4FEIIYQQQphNgkchhBBCCGE2CR6FEEIIIYTZJHgUQgghhBBmk+BRCCGEEEKYTYJHIYQQQghhNgkehRBCCCGE2f4P9jc1NSmTZqIAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(14, 7))\n", "\n", "# Plot the raster\n", "rioplot.show(raster, ax=ax, zorder= 2)\n", "countries.plot(ax=ax, edgecolor='black', zorder = 1)\n", "ax.set_title('Raster Data')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "636eb86d", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "It's ugly, but it works. Let's make the raster a bit different so we see what's going on.\n", "\n", "- Let's make the 0 part of our raster invisible\n", "- Let's make the 1 part of our raster a bit transparent" ] }, { "cell_type": "code", "execution_count": 66, "id": "653fb4e4", "metadata": { "slideshow": { "slide_type": "-" } }, "outputs": [], "source": [ "from matplotlib.colors import ListedColormap\n", "# Create a colormap with transparency\n", "# Value 1 will have an alpha of 0.5, and value 0 will be fully transparent\n", "colors = [(0, 0, 0, 0), (1, 0, 0, 0.5)] # Black fully transparent, red with alpha 0.5\n", "cmap = ListedColormap(colors)" ] }, { "cell_type": "code", "execution_count": 67, "id": "67857881", "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(20, 20))\n", "\n", "# Plot the raster\n", "rioplot.show(raster, ax=ax, zorder= 2, cmap = cmap)\n", "countries.plot(ax=ax, edgecolor='black', zorder = 1)\n", "ax.set_title('Raster Data')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "aab9bc14", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Why am I showing you this?\n", "\n", "- You need to understand that raster, or \"continuous\" data is nothing more than:\n", " - a matrix of number\n", " - the starting point on a map (upper-left corner)\n", " - how many kilometers each number of your matrix represents\n", " - the projection\n", "\n", "Understanding this will make your life easier." ] }, { "cell_type": "markdown", "id": "79bcd847", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "One more time, let's understand this in more details.\n", "\n", "When we save the raster: we can slightly modify some values, for example let's modify origin point" ] }, { "cell_type": "code", "execution_count": 68, "id": "b2783420", "metadata": {}, "outputs": [], "source": [ "transform = from_origin(upper_left_x, upper_left_y + 5, resolution_x, resolution_y)\n", "\n", "# Define the metadata\n", "meta = {\n", " 'driver': 'GTiff',\n", " 'height': matrix.shape[0],\n", " 'width': matrix.shape[1],\n", " 'count': 1, # number of bands\n", " 'dtype': matrix.dtype,\n", " 'crs': crs,\n", " 'transform': transform\n", "}\n", "\n", "# Write the matrix to a raster file\n", "with rasterio.open('output_raster_wrong.tif', 'w', **meta) as dst:\n", " dst.write(matrix, 1)" ] }, { "cell_type": "markdown", "id": "ef31d1fd", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Let's look at it now" ] }, { "cell_type": "code", "execution_count": 69, "id": "0e62bc19", "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Wrong raster\n", "wrong_raster = rasterio.open('output_raster_wrong.tif')\n", "\n", "fig, ax = plt.subplots(figsize=(20, 20))\n", "\n", "# Plot the raster\n", "rioplot.show(wrong_raster, ax=ax, zorder= 2, cmap = cmap)\n", "countries.plot(ax=ax, edgecolor='black', zorder = 1)\n", "ax.set_title('Raster Data')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "ef028c77", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "Raster data offers the possibility to study environment data and the impact of man-made changes to nature:\n", "\n", "- Environmental data (Since 1940 hourly worldwide data!!!) (https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-single-levels?tab=overview)\n", "- Nightlight data (https://ngdc.noaa.gov/eog/data/web_data/v4composites/)\n", "- Urban area classification (Machine Learning) (NASA satellite images from Glovis)" ] }, { "cell_type": "code", "execution_count": 70, "id": "8fcbb0da", "metadata": {}, "outputs": [], "source": [ "import rasterio\n", "# Take the nightlight data\n", "nightlight_1992 = rasterio.open('nightlight/raw/F101992.v4b_web.stable_lights.avg_vis.tif')" ] }, { "cell_type": "markdown", "id": "890ad571", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Let's plot it." ] }, { "cell_type": "code", "execution_count": 71, "id": "93b8cfb6", "metadata": {}, "outputs": [ { "data": { "image/png": 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nzhRr9cv7G6DiTLcFAABQj6wF0dy8vgAAVWNNEgAAAAAAIEnWJAEAAAAAABiDkAQAAADqgbUGAABqTkgCAAAA9cAaJZVVLAqeAIAxCUkAAACA5tPVJXiqd0IsAOqAkAQAAAAakZESNLpqh1jaBwAlEJIAAAD1ob8zS8cvjayW710jJWB0pbYP3zsASStkWZblXcRE9Pb2RltbW/T09ERra2ve5QAAAOU4tFNKZ+/wikXPTaMYqZO1EV8/7zsAoIGVkxtMqlFNAAAAQ+mELY+O68bSyK9VubV7bwIADcpIEgAAgLzoWG4+XlOYGG0IgAooJzewJgnQvMwpCwDNqZm+43UENh+vaf1qps+OZnosh9OGAKgxIQnQvBxcA0DzaeaOQaC6bbzZfh80wudhI9QIQPJMtwUAAFRfJadP6e90a7YOTwAAoCLKyQ2EJAAAAAAAQNOwJgkAAADkwfRCAAANRUgC1Cc/LgEA6NdIx4amgQMAaCim2wIo16E/0v0IBoDqOvx7d6Tv4UqueQJAffEZD0CZTLcFUC2NdBYjADS64b53Dw9GhtveCIpFxxXUv1q/R7UJRtJon/EANBQhCUA5Dj04d6AOAGMbbxhQyt808ndxV1dj108aDn+PCjEAgCZkui0AAKD+HT7VSiNNvdJItcJw+sMR72MAoEGUkxsISQAAgMaiwxYAABiFNUkAAIDm0j9tlzUSrGfSDLx+QCX5TAGYECEJQLkcgAJA7R0+aqSWo0gqHUrkeSxRqft2PDQxRkGRN224uXR1eU0BJsB0WwCNwnzmADBUtb4fD+1s6u988j38S54PAADqmOm2AJqRjggAGKr/+7FaZ9D23/7hi8anznEJAABNQkgCAADUh/7woZQQ4tB9D///SkyP1dU18vQlwwUEgpP0jOc19z6hlrzfAKAkptsCAADq11jTOo3WCTiR0Q7D3e9I2yp5v2PdHwAAMKZycgMhCUCp+jtBdFYAQP04PKSY6Pd0OaFHpe8bAACoiHJyg0k1qgkAAKDyKrFWyFh/N1JwUu31UAAAgKoTkgCUytmhAJCvsaafmuh39XCBy1jb+v8tKAEAgIZk4XaAZqKDBoBmVukTFg5d4L2U265mQEPlOS4CAKAE1iQBmo9FTgGAetJoxybWYQMAoMFZuB2AfOhUAYBfquXC7o0WxDQLzzsAQF2ycDsAAEDeatl5PtH7cqLD+Hi+yINwDgAqykgSAACAcpXaSVlOZ6aOTwAAqIhycgMLtwP15dAFVAEAJmqk44paHW8IPQAAoK4JSYD61N9xITABACZiuJAir+OLse5XoAIAADVnui0AACAdtVxMfbj7FoQAAEDVmW4LAABgOJUKKUYbFWIkLHnwvgMAGBcjSQBoPs7UHZ/+zhXPHQAM5tgif14DgPL43CRx5eQGQhIAAIB6Uo1ODR0lAAAkxHRbQPMwbQAAkJpqhBkCkrFV8rjTMSwAQMMQkgD1r9I/Mv1oBQCqwTFGY6tkkCSUAgBoGEISID1+tDYOnU3Ny2sLNKPhjjEa9fOuUesGAIAyWZMEqF8WkQYAhlPr9TWs5wEAAA3Fwu0AAAAAAOTHiSbkyMLtADQXU35UX7HoeQYAAKByBCQ0CCNJAKDanD0DAADQ2EwJDg3FSBIgbc6Gp97U20G0NgIAAFCerq76+20HVISQBGg+DlpgdPXSRoQ1AAAAQM6EJADQjPrXGKnntUbqJawBmt9EPgcr9Rlar5/FAACQOGuSAPXJXJ/psF5H9RzeIed5BihfJb6nRgpIRrpdn98AADAh1iQBoHHo+Bm/SowScWYzwOgq8T11+BzmI81pPtxJIr4nAQCgqowkAaB+HNphr1MIgHo01siS8Y6GNbISAAAqxkgSoLE5s50I7wMASlfL74yxgoyRRolM9HYBAICqMJIEgPriTNq0ef0BAACACTKSBIDGVa0OciNTGoOABAAAAKghIQkAzc/oBAAAAACGMSnvAgCgquo5IDl8dEu91gkAAADQpIwkAaC51WvwICABYDimhwQAgJoSkgBEVK5DQsfGG5r5eZjIYysWf3np19UlIAGotsM/e8f797X4fvOdAAAANVXIsizLu4iJKGeVegAS1t+xlXfn0+EByVj75l0vQJ4O/xzM+3Mx7/uHcnnPAgCJKic3MJIEgOYy3Jm+5Z75O9b+5dzecNNqHTp6ZKyzk4fbXo2zmftvr5lHAQGN5/DO3bw7e/O+fyiX9ywAtVCrEbdQJUISAJrLcNNXVauDoBIHgYcHJiNdV8r24eqbSKADAAAAYxHK0+BMtwVAcxpueolKTjnRKAuvl/KYG+WxAFSD6YgAAKDpmG4LAA5XyREVjRQqDDdKZaT/B0hRPX+GAwAAVSckAaA5Hb7Q73j/dqzrx9O5lkcwoRMQAAAAYAghCQBpqVRAUeq6ICP9bS2MtOj74QQoAPXNYqgAAFA1QhKAStOJMT61fN5GCg9KraHUfevtvSAgAXhDvX0+j8VnNQAAVI2F2wFobKUuuNu/36EdY9XodKr1eiUjLVA/mkPXKdHxBqSm/zPS5x+QF8dgAFB1Fm4HyEujnZlaC9V+Tkr9gdm/X/80WaUGK5WqpxpTpYz0A3u0xzbR9VQA+jXqd95EpksEAACajpAEoJJ0ugyV4nMy0mOu9HMx3O2NFMak+DoA1eVzpX6kvGZJyo+dxuXzEwDqipAEoJL8UM9fJZ//cn7AjjXN1qFTXFVSo66PAkDlVOs7phEYGUQqUmzfAFAjNQtJ1q9fH4VCIVatWjWwLcuyWLt2bXR2dsbUqVNj8eLF8cwzz9SqJIDKy+tHuh9Nv5TXa1DOtFejBRuVfi0PnV5MJxJQ7/o/H32vlc/nPDQ37RsAqqYmIcnWrVvjnnvuibe//e2Dtn/qU5+K22+/Pe68887YunVrdHR0xPnnnx979+6tRVkA1eEHDKU6tBNwrIWEx+o01KkINBPfpQAAQI1UPSR59dVX46qrrorPf/7zMWPGjIHtWZbFZz7zmbj55pvjve99b8ybNy/uu++++NnPfhb333//iLfX19cXvb29gy4AUBFjhQzDXV/udFcjjewYq0Pw0OvHur9DF6kHaCRGQwAAEU4CA2qq6iHJNddcExdffHGcd955g7a/8MIL0d3dHUuWLBnY1tLSEosWLYrHHntsxNtbv359tLW1DVxmz55dtdoBGooDyImZyPNXSofeRDv9isXSwg+diwBQHsdQAABJq2pI8sADD8Tf/M3fxPr164dc193dHRER7e3tg7a3t7cPXDec1atXR09Pz8Blx44dlS0aaFx+4DIR4w0XqhlKlLpuyXhGpgA0m/EcBzh2IMJ3JkA9MroUqKFJ1brhHTt2xEc/+tHYtGlTTJkyZcT9CoXCoH9nWTZk26FaWlqipaWlYnUCTSTlA6iUH3sljfY8HjqSo1a6ugbf73DrlnjtAcbPZygAwMTk8VsZKqxqI0m2bdsWu3btivnz58ekSZNi0qRJsWXLlvjjP/7jmDRp0sAIksNHjezatWvI6BIAmlAjzTGbZ539QQkAo/PjHACal99E9csxGE2gaiHJu9/97njqqafiySefHLicddZZcdVVV8WTTz4Zb37zm6OjoyM2b9488Df79u2LLVu2xDnnnFOtsgCaV8oHjdV+7HkO9U75dQUAAIio7O8xv7GAwxSyLMtqdWeLFy+O008/PT7zmc9ERMStt94a69evj3vvvTdOPfXUWLduXTzyyCPx7LPPxvTp00u6zd7e3mhra4uenp5obW2tYvVAXTCMk8MdeoDbrO+N4abZAsiL72IAAKDOlZMbVG1NklLceOON8frrr8dHPvKR2LNnTyxYsCA2bdpUckACNDEdMJSj2d8rzf74gMbiMwkAgAh9NzSNmo4kqQYjSaDJ+cKl1ozaAAAAgLHps6GOlZMbVG1NEoAJ6++sPnQ6JXOHUm15rj8CAM2oWHQMB5Aan/tp8NuZJiEkARqLL+D65SC4OjyvADQ6JyAApCflz32/4aDhCEmA+pXyQVUj8noBAACQKiMnoWEJSYD61t/x7kAjHSm81ik8RoDD+ewDAJpZf/+FEwih4Vi4HQAaiYXlAQAAqAcWbqeOWbgdSJMzVEmB0VUAAADUAwEJTUJIAjQPX87kqZahhQVwgUYj2AUAqB/jPTZzTEeTEpIAkLZKHeR1dTlgBBiJYBeoBcdiQL2o98+jUo/N+hejP3xR+np/fFAmIQnAcA4/AGD8xnouG+15Hq3eUg40hzvABABg4gSyQL2o18+jcn+HDvc4rENCExKSAAzHdEaVM9ZzmffzXOv777+/w+9XcAIwMT5Doba0OYDy1MPn5nh+/470N/XweKBCClmWZXkXMRHlrFIPQBXV49kktaypHh8/AEC1HNo55hgIoLkc+vt2pDDEZz91rpzcwEgSoDk5o6G26nXRt1oetI11X96TAMBwGvUYoX+0sE4ygMYz1kwGY80G4bOfJiMkAZpTM35hV2M6pkouWl7LvxtOPU9XVa91AQC/lNf3dVdXfR/HAFBZeX7eH37fpdRyaCjejH0tEKbbAqBZVGO6q3Jv05RbAMB4OY4AoBr6g5Dh1sUcabvvI5qA6bYADufMvMZV6mtX6kFcOWfOlHtg6EASABgvxxEAjNdwv3NHGqV4aDjSP5rx8O2QGCNJgObmDAgAAACg3oynv+LwvynlNoQfJMpIEoCIwWdDGElCvRnrPek9CwAAwKEODzpKCUisJQJjMpIEaG6VnEqJdB3+Pip3nZJy/wagGRjNSbPy3gagnvmegogwkgTgl4Y7MBhpsTIoxXjWKXGACqTIZx/NynsbgGopZSaMsa73PQVlE5IAza+/k3qkA4VKHUCMtjBavWqkWqullOdgPCNHAFLkM5DUeM+TB+87aE6lTo0lBIGKM90WQCWZWgkAgFpzDArQ+EyTBRVVTm4wqUY1AdSXah18OKDxIx0AoNYcdwEAjJvptoB0GaZeWYdPNdbMz+9EH1szPzcAjapRPpsbpc5m5LkHoJoE3pAbIQkA1dHMB3gTfWzN/NwANKpG+WxulDqbked+ZAIkAKCBCUmANJWyGBpvKPVHb/9zOtpzO9ptTeTHdSV+mPtxDwCMxHHC6BxXAwANTEgCUG2N/qO6kj96R7utidxPJWqs1o/7Rn/9ASDC9xnUO22UlHn/AxNUyLIsy7uIiShnlXoAAAAoS7H4xskU/f89dBsAAHWpnNzASBKARnL44ugAQO35PkZAAgDQNIwkAWCo8Z4d6axKAIDG5niu/nmNAGBM5eQGQhIAAADgDf2jpHTCA83IZxwkQ0gCAABAepxhX3k6FAGABmRNEgA4nLnjAaD56cgHAKBMQhIAJq7WAUQl7k9oAgBp8J0/urGeH8ETANDkhCQA1JdqdWQc/gO/2j/4i0WdMgBQD7q6fCdP1OHHTZ5PAKCJWJMEgNoYaT7rSswdbq5sAGA01ioBAEiKNUkAqF+Hn3lYibM7dXoAAAAAMA5CEgDKV+mppCoRcghKAICROE4AAGAEk/IuAIBE6JwAAKhPpiMDABJmJAkA5evq8kN6JBYyBQAAAGgYQhIAqCThEQApGO6kACcKAADQgIQkAFAtOosAaFZOCmguXs80OVYFgIgQkgBAZYz1I9OPUACaXaod7c34Hd+Mj4mhUm2zAHAYIQkAVMLhPzItgAoAaWjG7/tmfEwAACMQkgDARBWLv7z0//twOhuAanLWNwAAwLgISQCojNQ76A4NQbq6hCJAbfnMaTypf28CAECdEJIAMLZSOnJS7qDr6jK9FgDl8Z3BWARpAAA1ISQBYGw6cipHhwcAUArHXwAANSEkAYBKKLUjQ4cHANBInOABADQ5IQkAAAAwPCd4AABNTkgCAJU22hmXxaIzMgGAxuP4BQBoUkISAKi0sc64dEYmAFApwguA+uUzGhqCkAQAAAAYXf9JHjr8AErnBDloCEISAAAAaFS17oDT4QcANBkhCQDDc5Zg5XlOAYBG4tgFAEiAkASA4TlLsPK6ujyvAEDj6OoaOyipRJAijAEAciQkAQAAAIYqFp3gAQA0PSEJAAAApKKcURulBCSVCFGaJYgxIgbqn3YKDENIAgAAACnQOVhdzRL2QDPTToFhCEkAAACglhohrKhmjY3w+AGAZBSyLMvyLmIient7o62tLXp6eqK1tTXvcgAAAIByWf8EqBafL5CkcnIDI0kAAABIlxET9UEHJlANPoeBEhhJAgAAAAAANA0jSQAAAID8OYsbyJPPIKAERpIAAAAAAABNw0gSAAAAgGbijHgaVV7vXW0GKJGQBAAAAKDeWdx+MB3gjcdrBtQpIQkAAAAAUB39AV9X1xtBSa3Ckv77AxiDkAQAAACAxmJkDaXwPgFKMCnvAgAAAACABAgtgDpkJAlAigw5BgAAAAAhCUCSnL0DAFB7TlQBAKg7QhIAAACoNYEJAEBdKGRZluVdxET09vZGW1tb9PT0RGtra97lAAAAAAAAOSonNzCSBAAAAAAASJKQBAAAAAAASFJVQ5L169fH2WefHdOnT483velNcdlll8Wzzz47aJ8sy2Lt2rXR2dkZU6dOjcWLF8czzzxTzbIA0lPunNfmyAYAAAAgAVUNSbZs2RLXXHNNfPe7343NmzfHL37xi1iyZEm89tprA/t86lOfittvvz3uvPPO2Lp1a3R0dMT5558fe/furWZpAGnp6qru/gAAAADQgGq6cPs//dM/xZve9KbYsmVL/OZv/mZkWRadnZ2xatWquOmmmyIioq+vL9rb2+PWW2+ND3/4w0Nuo6+vL/r6+gb+3dvbG7Nnz7ZwOwAAAAAAUL8Lt/f09ERExHHHHRcRES+88EJ0d3fHkiVLBvZpaWmJRYsWxWOPPTbsbaxfvz7a2toGLrNnz65+4QAAAAAAQNOpWUiSZVlcd9118Ru/8Rsxb968iIjo7u6OiIj29vZB+7a3tw9cd7jVq1dHT0/PwGXHjh3VLRyANxSL1ioBAAAAoKnULCRZuXJl/N3f/V188YtfHHJdoVAY9O8sy4Zs69fS0hKtra2DLgA0OeEMAAAAAFVQk5Dkd3/3d+NrX/taPPzww3HiiScObO/o6IiIGDJqZNeuXUNGlwCQs66u/BZ0t5A8AAA4eQgAqqCqIUmWZbFy5cr4H//jf8RDDz0Uc+fOHXT93Llzo6OjIzZv3jywbd++fbFly5Y455xzqlkaAAAAAACQuEnVvPFrrrkm7r///vjqV78a06dPHxgx0tbWFlOnTo1CoRCrVq2KdevWxamnnhqnnnpqrFu3LqZNmxZXXnllNUsDAAAAaCxGWANAxVU1JLn77rsjImLx4sWDtt97772xbNmyiIi48cYb4/XXX4+PfOQjsWfPnliwYEFs2rQppk+fXs3SAIBaKRb9oAcAAADqUiHLsizvIiait7c32traoqenxyLuAFCP+ufOFpQAAAAANVBOblDVkSQAAMIRAAAAoF5VdeF2AAAAAACAeiUkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAAAAkiQkAQAAAIA8FYtvXACoOSEJAAAAAOSpqyvvCgCSJSQBAAAAgLwJSgByISQBAAAAYGymg6o+zzFAzRWyLMvyLmIient7o62tLXp6eqK1tTXvcgAAAAAAgByVkxsYSQIAAAAAACRJSAIAAAAAACRJSAIAAAAAACRJSAIAAAAAACRJSAIAAAAAACRJSAIAAAAAACRJSAIAAAAAACRJSAIAAAAAACRJSAIAqSsW864AAAAAIBdCEgCgsoQuAAAAQIMQkgBA6rq6BBsAAABAkoQkAMAbQclYRgpS+rf3/7eU2xrt9gAAAABqpJBlWZZ3ERPR29sbbW1t0dPTE62trXmXAwAAAAAA5Kic3MBIEgAAAAAAIElCEgAAAAAAIElCEgAAAAAAIElCEgAAAAAAIElCEgAAAAAAIElCEgAAAAAAIElCEgAAAAAAIElCEgAAAAAAIElCEgAAAAAAIElCEgAAAAAAIElCEgAAAAAAIElCEgAAAAAAIElCEgAAAAAAIElCEgAAgGIx7woAAIAcCEkAAAC6uvKuAAAAyIGQBAAaWbHo7GcAAACAcRKSAEAj6+py9jNANQmiAQCgqU3KuwAAAIC61dU1OCg5PJjuv05gDQAADclIEgAAgNEMF4yMFpwAAAANw0gSAACAsRwahAhFAACgaRhJAgAAMB7F4i8DE2uXAABAQxKSAEAz0lkHUH0jrU8CAAA0DCEJADQjU8EAVN9oa5MITAAAoCEUsizL8i5iInp7e6OtrS16enqitbU173IAAAAs7A4AADkqJzcwkgQAAKBSDg9HBCQAAFDXjCQBAAAAAACahpEkAAAAAAAAYxCSAEAjsRAwAAAAQMUISQCgkZjbHgAA0uAEKYCaEJIAAAAAQL1xghRATQhJAAAAAACAJAlJAAAAAACAJAlJAAAAAACAJAlJAAAAAACAJAlJAAAAAACAJAlJAAAAAKARFYt5VwDQ8IQkAAAAANCoBCUAEzIp7wIAAAAAgHHo6sq7AoCGZyQJAAAAAACQpLoISe66666YO3duTJkyJebPnx/f+c538i4JAAAAAABocrmHJF/60pdi1apVcfPNN8f3v//9eOc73xkXXXRRbN++Pe/SAAAAAACAJlbIsizLs4AFCxbEmWeeGXfffffAtl/5lV+Jyy67LNavXz9k/76+vujr6xv4d29vb8yePTt6enqitbW1JjUDAAAAAAD1qbe3N9ra2krKDXIdSbJv377Ytm1bLFmyZND2JUuWxGOPPTbs36xfvz7a2toGLrNnz65FqQAAAAAAQJPJNST56U9/GgcOHIj29vZB29vb26O7u3vYv1m9enX09PQMXHbs2FGLUgEAAAAAgCYzKe8CIiIKhcKgf2dZNmRbv5aWlmhpaalFWQAAAAAAQBPLdSTJzJkz48gjjxwyamTXrl1DRpcAAAAAAABUUq4hyeTJk2P+/PmxefPmQds3b94c55xzTk5VAQAAAAAAKch9uq3rrrsurr766jjrrLNi4cKFcc8998T27dtjxYoVeZcGAAAAAAA0sdxDkve///2xe/fuuOWWW+Lll1+OefPmxTe+8Y2YM2dO3qUBAAAAAABNrJBlWZZ3ERPR29sbbW1t0dPTE62trXmXAwAAAAAA5Kic3CDXNUkAAACSVCzmXQEAABBCEgAAgNrr6sq7AgAAIIQkAAAAAABAooQkAAAAAABAkoQkAAAAAABAkoQkAAAAAABAkoQkAAAAAABAkoQkAAAAAABAkoQkAAAAAABAkoQkAAAAAABAkoQkAAAAAABAkoQkAAAAAABAkoQkAAAAAABAkoQkAAAAAABAkoQkAAAA9aZYfOMCAABUlZAEAACg3nR15V0BAAAkQUgCAABQjwQlAABQdUISAAAAAAAgSUISAAAAAEiFda8ABpmUdwEAAAAAQI2YzhFgECNJAAAAAACAJAlJAAAAAACAJAlJAAAA6pl54wEAoGqEJAAAAPXM3PEANCIhP9AghCQAAAAAQGUJ+YEGISQBAAAAAACSJCQBAKD2TL8AAABAHRCSAABQe6ZfAAAAoA4ISQAAAAAAgCQJSQAAAAAAgCQJSQAAAAAAgCQJSQAAAAAAgCQJSQAAAAAAgCQJSQAAAAAAgCQJSQAAAAAAgCQJSQAAAAAAgCQJSQAAAAAAgCQJSQAAAAAAgCQJSQAAAAAAgCQJSQAAAAAAgCQJSQAAAAAAgCQJSQAAAAAAgCQJSQAAAAAAgCQJSQCgERSLeVcAAAAA0HSEJAAAAAAAQJKEJADQCLq68q4AAAAAoOkISQAAAAAAgCQJSQAAGB9r5QAAANDghCQAAIyPaeA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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import rasterio.plot as rioplot\n", "\n", "fig, ax = plt.subplots(figsize=(20, 20))\n", "\n", "# Plot the raster\n", "rioplot.show(nightlight_1992, ax=ax)\n", "ax.set_title('Nightlight')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "9690df54", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "This is one biiiig dataset.\n", "\n", "- We need to `crop` it. Restrict it to the area we are interested in.\n", "\n", "Let's have a look at Pakistan, Nepal, India, Bhutan, Sri Lanka and Bangladesh for a change.\n", "\n", "Cropping a dataset is restricting that dataset to a certain geographical area. We need the coordinates of the box we want to crop. Who says `coordinates` says `crs`" ] }, { "cell_type": "code", "execution_count": 12, "id": "185ee9cb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "EPSG:4326\n" ] } ], "source": [ "print(nightlight_1992.crs)" ] }, { "cell_type": "markdown", "id": "0b9334c3", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Take four informations:\n", "\n", "- Upper coordinate\n", "- Lower coordinate\n", "- Eastmost\n", "- Westmost" ] }, { "cell_type": "code", "execution_count": 73, "id": "71406090", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
geometry
0POLYGON ((93.00000 4.00000, 93.00000 38.00000,...
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" ], "text/plain": [ " geometry\n", "0 POLYGON ((93.00000 4.00000, 93.00000 38.00000,..." ] }, "execution_count": 73, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo" ] }, { "cell_type": "code", "execution_count": 72, "id": "d7c698c5", "metadata": {}, "outputs": [], "source": [ "from shapely.geometry import box\n", "north_coord = 38\n", "east_coord = 93\n", "south_coord = 4\n", "west_coord = 60\n", "\n", "# Create a bounding box using shapely\n", "bounding_box = box(west_coord, south_coord, east_coord, north_coord)\n", "\n", "# Convert the bounding box to a GeoDataFrame\n", "geo = gpd.GeoDataFrame({'geometry': bounding_box}, index=[0], crs='EPSG:4326')" ] }, { "cell_type": "markdown", "id": "537824d9", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Now that we have a bounding box, we want to apply the bounding box to our raster" ] }, { "cell_type": "code", "execution_count": 74, "id": "d0d48425", "metadata": {}, "outputs": [], "source": [ "from rasterio.mask import mask\n", "\n", "# Read the raster file\n", "out_image, out_transform = mask(nightlight_1992, geo.geometry, crop=True)" ] }, { "cell_type": "markdown", "id": "34bbcd2b", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Now we update the metadata" ] }, { "cell_type": "code", "execution_count": 75, "id": "733923f1", "metadata": { "slideshow": { "slide_type": "-" } }, "outputs": [], "source": [ "new_metadata = nightlight_1992.meta.copy()\n", "# Update the metadata with the new dimensions and transform\n", "new_metadata.update({\n", " \"driver\": \"GTiff\",\n", " \"height\": out_image.shape[1],\n", " \"width\": out_image.shape[2],\n", " \"transform\": out_transform\n", "})" ] }, { "cell_type": "markdown", "id": "33b4a281", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Finally we save our raster data" ] }, { "cell_type": "code", "execution_count": 76, "id": "d480a825", "metadata": { "slideshow": { "slide_type": "-" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cropped raster saved to nightlight/1992_cropped.tif\n" ] } ], "source": [ "# Save the cropped raster to a new file\n", "cropped_raster_path = 'nightlight/1992_cropped.tif'\n", "with rasterio.open(cropped_raster_path, 'w', **new_metadata) as dest:\n", " dest.write(out_image)\n", "\n", "print(f\"Cropped raster saved to {cropped_raster_path}\")" ] }, { "cell_type": "code", "execution_count": 77, "id": "9522b8e2", "metadata": { "scrolled": false, "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "nightlight_1992 = rasterio.open('nightlight/1992_cropped.tif')\n", "# Plot the raster\n", "rioplot.show(nightlight_1992, ax=ax)\n", "ax.set_title('Nightlight')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "679e5699", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "For those of use not used to seeing South Asia (a lot of us?)\n", "\n", "- Let's add some additional information on this graph:\n", " - country borders\n", " - some dots for the big cities and their names (although this is the one thing we do understand)" ] }, { "cell_type": "markdown", "id": "23ba3f85", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Import a file that contains the countries boundaries (don't forget to look at the crs)" ] }, { "cell_type": "code", "execution_count": 82, "id": "4e2366fa", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
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iso3statuscolor_codenamecontinentregioniso_3166_1_french_shorgeometry
0UGAMember StateUGAUgandaAfricaEastern AfricaUGOugandaPOLYGON ((33.92110 -1.00194, 33.92027 -1.00111...
1UZBMember StateUZBUzbekistanAsiaCentral AsiaUZOuzbékistanPOLYGON ((70.97081 42.25467, 70.98054 42.26205...
2IRLMember StateIRLIrelandEuropeNorthern EuropeIEIrlandeMULTIPOLYGON (((-9.97014 54.02083, -9.93833 53...
3ERIMember StateERIEritreaAfricaEastern AfricaERÉrythréeMULTIPOLYGON (((40.13583 15.75250, 40.12861 15...
4NoneUK TerritoryGBRSouth Georgia & the South Sandwich IslandsAntarcticaNoneNoneSouth Georgia & the South Sandwich IslandsMULTIPOLYGON (((-26.24361 -58.49473, -26.24889...
\n", "
" ], "text/plain": [ " iso3 status color_code name \\\n", "0 UGA Member State UGA Uganda \n", "1 UZB Member State UZB Uzbekistan \n", "2 IRL Member State IRL Ireland \n", "3 ERI Member State ERI Eritrea \n", "4 None UK Territory GBR South Georgia & the South Sandwich Islands \n", "\n", " continent region iso_3166_1_ \\\n", "0 Africa Eastern Africa UG \n", "1 Asia Central Asia UZ \n", "2 Europe Northern Europe IE \n", "3 Africa Eastern Africa ER \n", "4 Antarctica None None \n", "\n", " french_shor \\\n", "0 Ouganda \n", "1 Ouzbékistan \n", "2 Irlande \n", "3 Érythrée \n", "4 South Georgia & the South Sandwich Islands \n", "\n", " geometry \n", "0 POLYGON ((33.92110 -1.00194, 33.92027 -1.00111... \n", "1 POLYGON ((70.97081 42.25467, 70.98054 42.26205... \n", "2 MULTIPOLYGON (((-9.97014 54.02083, -9.93833 53... \n", "3 MULTIPOLYGON (((40.13583 15.75250, 40.12861 15... \n", "4 MULTIPOLYGON (((-26.24361 -58.49473, -26.24889... " ] }, "execution_count": 82, "metadata": {}, "output_type": "execute_result" } ], "source": [ "country_boundaries = gpd.read_file('world-administrative-boundaries/world-administrative-boundaries.shp')\n", "country_boundaries.head()" ] }, { "cell_type": "code", "execution_count": 79, "id": "8b2a8e82", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "EPSG:4326\n" ] } ], "source": [ "print(country_boundaries.crs)" ] }, { "cell_type": "markdown", "id": "95b7754c", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "The CRS is fine, but its a dataset of polygons, we prefer one of lines since we don't want to obstruct the raster data" ] }, { "cell_type": "code", "execution_count": 80, "id": "795e29c4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " iso3 status color_code \\\n", "0 UGA Member State UGA \n", "1 UZB Member State UZB \n", "2 IRL Member State IRL \n", "3 ERI Member State ERI \n", "4 None UK Territory GBR \n", ".. ... ... ... \n", "251 BEL Member State BEL \n", "252 WSM Member State WSM \n", "253 AIA UK Non-Self-Governing Territory AIA \n", "254 ISR Member State ISR \n", "255 LBY Member State LBY \n", "\n", " name continent region \\\n", "0 Uganda Africa Eastern Africa \n", "1 Uzbekistan Asia Central Asia \n", "2 Ireland Europe Northern Europe \n", "3 Eritrea Africa Eastern Africa \n", "4 South Georgia & the South Sandwich Islands Antarctica None \n", ".. ... ... ... \n", "251 Belgium Europe Western Europe \n", "252 Samoa Oceania Polynesia \n", "253 Anguilla Americas Caribbean \n", "254 Israel Asia Western Asia \n", "255 Libyan Arab Jamahiriya Africa Northern Africa \n", "\n", " iso_3166_1_ french_shor \\\n", "0 UG Ouganda \n", "1 UZ Ouzbékistan \n", "2 IE Irlande \n", "3 ER Érythrée \n", "4 None South Georgia & the South Sandwich Islands \n", ".. ... ... \n", "251 BE Belgique \n", "252 WS Samoa \n", "253 AI Anguilla \n", "254 IL Israël \n", "255 LY Libye \n", "\n", " geometry \n", "0 LINESTRING (33.92110 -1.00194, 33.92027 -1.001... \n", "1 LINESTRING (70.97081 42.25467, 70.98054 42.262... \n", "2 MULTILINESTRING ((-9.97014 54.02083, -9.93833 ... \n", "3 MULTILINESTRING ((40.13583 15.75250, 40.12861 ... \n", "4 MULTILINESTRING ((-26.24361 -58.49473, -26.248... \n", ".. ... \n", "251 LINESTRING (6.01180 50.75727, 6.05472 50.72361... \n", "252 MULTILINESTRING ((-171.42920 -14.01625, -171.4... \n", "253 LINESTRING (-63.15375 18.16528, -63.16778 18.1... \n", "254 LINESTRING (35.62364 33.24573, 35.63249 33.246... \n", "255 LINESTRING (25.15166 31.64694, 25.14805 31.646... \n", "\n", "[256 rows x 9 columns]\n" ] } ], "source": [ "country_boundaries['geometry'] = country_boundaries.boundary\n", "print(country_boundaries)" ] }, { "cell_type": "markdown", "id": "eff8765f", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "We can now overlay our plots!" ] }, { "cell_type": "code", "execution_count": 81, "id": "1c8e316d", "metadata": { "collapsed": true }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "nightlight_1992 = rasterio.open('nightlight/1992_cropped.tif')\n", "# Plot the raster\n", "rioplot.show(nightlight_1992, ax=ax, zorder= 1)\n", "country_boundaries.plot(ax = ax, zorder = 2, linewidth = 0.6)\n", "ax.set_title('Nightlight')\n", "ax.set_xlim([60, 93])\n", "ax.set_ylim([4, 38])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "591e34ea", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "This is starting to be clear, let's add the most populous cities on that map" ] }, { "cell_type": "code", "execution_count": 83, "id": "90a4999d", "metadata": {}, "outputs": [], "source": [ "# Take the dataset of cities, and highlight the ones that are very populous\n", "dataset = gpd.read_file(r\"cities/\")\n", "dataset = dataset.loc[dataset['POP_MAX'] > 2_000_000]" ] }, { "cell_type": "code", "execution_count": 60, "id": "326f50ed", "metadata": { "scrolled": false, "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "nightlight_1992 = rasterio.open('nightlight/1992_cropped.tif')\n", "# Plot the raster\n", "rioplot.show(nightlight_1992, ax=ax, zorder= 1)\n", "country_boundaries.plot(ax = ax, zorder = 2, linewidth = 1)\n", "dataset.plot(ax = ax, zorder = 2, marker = 'o', markersize = 8, color = \"red\")\n", "ax.set_title('South Asian countries and Nightlight')\n", "ax.set_xlim([60, 93])\n", "ax.set_ylim([4, 38])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "22ae6579", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Researchers have successfully used nightlights for a lot of very nice application:\n", "\n", "- High frequency economic data: you observe it every night!\n", "- Continuous data: you're able to measure economic development at a very fine grain level!\n", "\n", "Let's have a bit of fun and look at economic development in South Asia from 1992 to 2013.\n", "\n", "In the `raw` subfolder in the `nightlight` folder, you'll find 5 observations for nightlights around the world:\n", "\n", "- Crop the data for south Asia (or the region of your choice)\n", "- Create a gif chaining all the nightlight data" ] }, { "cell_type": "markdown", "id": "4e16b52f", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Let's import the names of our nightlight data" ] }, { "cell_type": "code", "execution_count": 86, "id": "a93c1263", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['F101992.v4b_web.stable_lights.avg_vis.tif', 'F121997.v4b_web.stable_lights.avg_vis.tif', 'F142000.v4b_web.stable_lights.avg_vis.tif', 'F162006.v4b_web.stable_lights.avg_vis.tif', 'F182013.v4c_web.stable_lights.avg_vis.tif']\n" ] } ], "source": [ "import os\n", "\n", "list_of_nightlight_data = os.listdir('nightlight/raw')\n", "print(list_of_nightlight_data)" ] }, { "cell_type": "markdown", "id": "e3062d0e", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "We crop each of them as we did before for the 1992 one" ] }, { "cell_type": "code", "execution_count": 67, "id": "91d97313", "metadata": {}, "outputs": [], "source": [ "for file in list_of_nightlight_data[1:]:\n", " year = file[3:7]\n", " # Open the file\n", " nightlight_raw_rast = rasterio.open(f\"nightlight/raw/{file}\")\n", " \n", " # Crop it\n", " out_image, out_transform = mask(nightlight_raw_rast, geo.geometry, crop=True)\n", " \n", " # Adjust the metadata\n", " new_metadata = nightlight_1992.meta.copy()\n", " # Update the metadata with the new dimensions and transform\n", " new_metadata.update({\n", " \"driver\": \"GTiff\",\n", " \"height\": out_image.shape[1],\n", " \"width\": out_image.shape[2],\n", " \"transform\": out_transform\n", " })\n", " \n", " # Save it\n", " cropped_raster_path = f'nightlight/{year}_cropped.tif'\n", " with rasterio.open(cropped_raster_path, 'w', **new_metadata) as dest:\n", " dest.write(out_image)\n", " " ] }, { "cell_type": "code", "execution_count": 93, "id": "48625227", "metadata": { "scrolled": false, "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/gif": 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", "text/plain": [ "" ] }, "execution_count": 93, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import rasterio\n", "import matplotlib.pyplot as plt\n", "import imageio\n", "from IPython.display import Image\n", "\n", "# Define the paths to your TIFF files\n", "tif_files = [\"nightlight/1992_cropped.tif\", \"nightlight/1997_cropped.tif\", \"nightlight/2000_cropped.tif\",\n", " \"nightlight/2006_cropped.tif\", \"nightlight/2013_cropped.tif\"]\n", "\n", "# List to store the file paths of the generated PNG files\n", "png_files = []\n", "\n", "for i, tif in enumerate(tif_files):\n", " with rasterio.open(tif) as src:\n", " fig, ax = plt.subplots(figsize=(10, 10))\n", " rasterio.plot.show(src, ax=ax)\n", " plt.title(tif[11:15])\n", " png_file = f\"plot_{i}.png\"\n", " plt.savefig(png_file)\n", " png_files.append(png_file)\n", " plt.close()\n", "\n", "# Create a GIF from the PNG files\n", "gif_path = 'animation.gif'\n", "with imageio.v2.get_writer(gif_path, mode='I', duration=1000, loop = 0) as writer:\n", " for png_file in png_files:\n", " image = imageio.v2.imread(png_file)\n", " writer.append_data(image)\n", "\n", "# Display the GIF in the Jupyter Notebook\n", "Image(filename=gif_path)" ] }, { "cell_type": "markdown", "id": "9fee7acc", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "More importantly for us, we can aggregate raster data at the vector level:\n", "\n", "- Track the growth of light by administrative unit.\n", "- For example, let's do India\n", "\n", "Always start by looking at the crs" ] }, { "cell_type": "code", "execution_count": 97, "id": "5434a91f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "EPSG:3857\n" ] } ], "source": [ "# Let's get those and print them on the map\n", "india_boundaries = gpd.read_file('india_boundaries/')\n", "print(india_boundaries.crs)" ] }, { "cell_type": "markdown", "id": "3fc92377", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Let's take a look at this shapefile" ] }, { "cell_type": "code", "execution_count": 98, "id": "3fcb185e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "# Plot the raster\n", "india_boundaries.plot(ax = ax, zorder = 2, linewidth = 1)\n", "ax.set_title('India State Division')\n", "plt.show()" ] } ], "metadata": { "celltoolbar": "Slideshow", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3" }, "rise": { "scroll": true } }, "nbformat": 4, "nbformat_minor": 5 }