{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.11.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":99552,"databundleVersionId":13441085,"sourceType":"competition"}],"dockerImageVersionId":31089,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"# Python 101 — Variables, Imports, and Reading a CSV (RSNA Demo)\n\nGoal: learn basic Python (variables, types, lists), import tools, read a CSV with pandas, and handle common errors.\n","metadata":{}},{"cell_type":"markdown","source":"# Hello, Python — variables & types","metadata":{}},{"cell_type":"code","source":"# Variables give a name to data\na = 3            # int\nb = 2.5          # float\nc = 8.87\nname = \"Alice\"   # string str\nnums = [1, 2, 3] # list 0, 1, 2\n\nprint(a + b)          # math\nprint(a + b + c)\nprint(name.upper())   # call a function on a string\nprint(nums[2])        # list indexing\n\n# Always check the type when confused\nprint(type(a), type(name), type(nums))\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:24.162483Z","iopub.execute_input":"2026-01-31T00:22:24.162904Z","iopub.status.idle":"2026-01-31T00:22:24.174704Z","shell.execute_reply.started":"2026-01-31T00:22:24.162875Z","shell.execute_reply":"2026-01-31T00:22:24.173553Z"}},"outputs":[],"execution_count":null},{"cell_type":"markdown","source":"-\tnp: Tools for high-performance math (NumPy).\n-\tpd: Tools for working with data tables (Pandas).\n-\tplt: Tools for making charts and graphs (Matplotlib).","metadata":{},"attachments":{"4919ab72-401b-422a-9c94-21379af901cd.png":{"image/png":"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dRC4bXW67MlzHui50bXb96ubuJnOrdet0t3BPdV/vfoutw45iL2Gf9yB4+HvM8Wjy+Ojp5pnnud/zLy8Hr2yvnV7Px1iPEY3ZNuaxt5k333uLd7sPyyfVZ7NPu6+pL9+30veRn7mf0G+73zOOLSeLs4vz0t/JX+Z/yP8915M7i3siAAsIDigOaA3UDowPLA98EGQWlBFUE9Qd7Bo8I/hECCEkLGRFyC2eEU/Aq+Z1h7qHzgo9HaYeFhtWHvYo3C5cFt44Fh0bOnbV2HsRlhGSiPpIEMmLXBV5P8o6akrUkWhidFR0RfTTmFExM2POxTJiJ8XujH0X5x+3LO5uvE28Ir45gZ6QklCd8D4xIHFlYvu4keNmjbuUZJAkTmpIJiUnJG9P7hkfOH7N+I4U15SilJsTrCdMm3BhosHEnIlHJ9En8ScdSCWkJqbuTP3Cj+RX8nvSeGnr07oFXMFawQuhn3C1sFPkLVopepbunb4y/XmGd8aqjM5M38zSzC4xV1wufpUVkrUp6312ZPaO7N6cxJw9ueTc1NzDEm1JtuT0ZOPJ0ya3Se2lRdL2KZ5T1kzploXJtssR+QR5Q54O/NFvUdgoflI8zPfJr8j/MDVh6oFpWtMk01qm201fPP1ZQVDBLzPwGYIZzTNNZ86b+XAWZ9aW2cjstNnNc8znLJjTMTd4btU86rzseb8WOhWuLHw7P3F+4wKjBXMXPP4p+KeaIo0iWdGthV4LNy3CF4kXtS4evXjd4m/FwuKLJU4lpSVflgiWXPx51M9lP/cuTV/ausxt2cblxOWS5TdX+K6oWqm1smDl41VjV9WtZq0uXv12zaQ1F0pdSjetpa5VrG0vCy9rWGexbvm6L+WZ5Tcq/Cv2rDdcv3j9+w3CDVc3+m2s3WS0qWTTp83izbe3BG+pq7SqLN1K3Jq/9em2hG3nfmH/Ur3dYHvJ9q87JDvaq2KqTle7V1fvNNy5rAatUdR07krZdWV3wO6GWofaLXuYe0r2gr2KvX/sS913c3/Y/uYD7AO1By0Prj/EOFRch9RNr+uuz6xvb0hqaDsceri50avx0BHHIzuaTJsqjuoeXXaMemzBsd7jBcd7TkhPdJ3MOPm4eVLz3VPjTl0/HX269UzYmfNng86eOsc5d/y89/mmC54XDl9kX6y/5HaprsW15dCvrr8eanVrrbvsfrnhiseVxrYxbceu+l49eS3g2tnrvOuXbkTcaLsZf/P2rZRb7beFt5/fybnz6rf83z7fnXuPcK/4vub90geGDyp/t/19T7tb+9GHAQ9bHsU+uvtY8PjFE/mTLx0LntKelj4zeVb93Pl5U2dQ55U/xv/R8UL64nNX0Z9af65/afPy4F9+f7V0j+vueCV71ft6yRv9Nzveurxt7onqefAu993n98Uf9D9UfWR/PPcp8dOzz1O/kL6UfbX92vgt7Nu93tzeXilfxu/7FcCA8miTDsDrHQDQkgBgwHMjdbzqfNhXENWZtg+B/4RVZ8i+4gZALfynj+6Cfze3ANi7DQArqE9PASCKBkCcB0BHjx6sA2e5vnOnshDh2WBz/Ne03DTwb4rqTPqD30NboFR1AUPbfwF1XIMX0cSoCAAAADhlWElmTU0AKgAAAAgAAYdpAAQAAAABAAAAGgAAAAAAAqACAAQAAAABAAAB1KADAAQAAAABAAAAUQAAAAAJnh0DAAAw30lEQVR4Ae2de5xVVdnHjyCCV/BSmRIcNJMSFTVfMUmOWumrqaileIuD+qZ5xdurhjZDltcyqcwwdUAtM8u8VqY24wVFtAC1FFNmMCtMNLwh93k/fX7PF96zYHvOmTkzDPqbP/az17Oe9ay1vmvtPXvttdY+uZz/TMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAERKC7QbwfCGyyiWqx7jqVyTXXlN2CBR1b++7Rvw44UPksmi/577m1zXezvvJ36MGSa/WS/PvLtc0n9da7jzRHj5Cc9pRka2tqWRo+ZLjCcHj77dL4cqFu3WSxT3DtEQnmzCmXsmvH94p2++IXVc5BAyVntkguXizp4/ubwMBo988MVT1nPFeb+q6/gfxsd5DkotmSa60lOT/uTwotP5Ku9/rScZ9dtEjhpUuX23bGGffvjTcqLQ/lWiPuD4sWtq8020Q7vDNPfqhv+7w6tQmYgAmYgAmYwAeCwGvNqub4BsnbGyUXx0Dpu3Wl+rsjXtqOOx4QA7G3ohz7RrhWOfbPy9OvGyQ/V5CcG/ltO1jhjjpeWifPDEh7MFIsk+FtUd7dC2UMM6L3jnSvNsvgiGKG4Wqmpt9+tqCCP9goeWHdalYRF7ciArzA+lC8YON6/kO0O/2hImfvYbRlXpE3NUgOuaQ0vKBV4aEFyfS48xBpnm6W5LrfIAa8qX1Hhxkwj61TTtx/bon63dco/fQo7/ZtvA/yAu668LtFvqNrZv8mYAImYAImYAKrPQHepJ88urQqDAR58CqNzeVOS+zT+FqH/xIPSpSrVv5Pj3p8r67U48bxwLvGGqX6Woc2j5lbHhArHaDWqhyPNsrT6j5AhePL0U/gw4zqeuuhsXw/ESgWVZtDh5fWiuu6vQPUnj3ld2pcJx/dtDQf7g9cv69E//tYXNel1rnclQ3SMJBO4zs7zMCe8u84uLQEDFQfi/qXxlYe4vr8TfiBW+UebGkCJmACJmAC1RDwEt+KaLEk8+xzZL7NDpIHD5M8pV5yxnRJlopderXCPIBtOUDhCy6W3CYv+eAkSZaKHRYPbJ+ON/fTpyk+PWI/ZXJpzFaxNGvECOm/NbY0/vHE/lNhf+pJsjuoKDl7VsjZkhyrtT9+tFLef6/kX5+T3KMg+bWRkswM/v0VhV/NWLLKzOyJkW7zvOw32VDyvj9IVlpOZkjGXKh089+QPLNO8v7fSi5ZIslxnVhSfdZZ0vzyNslvRvv2jvI8He3XNx58zzhDdm/MlZwdfJmROepw6Q+LJbwfin7zsbz0/4yly0ccofCfo98dFPb7FqR/aLJkWm5plx83jQf3U6Iea0TUqcH3EztI8XQsYV4cSxsZABx+tOKPOU3yleg34SZ3avjdpI80J8V11G1chKN+gwsKry2Re/FFnbDE8OQTFS4eL5nypR5Z+S0ITodFf1wvynNEXCcHRX2fjOvxsEOVz8lRr+ao17+ivT4S3L56nOy+EuXqGQCfjX7+X0MU//XoX7NmKDz2csmNNpR8apokRwYgJ39Vmn32lnwxykH/KdcO9C/8InmhcsgB4X8fyc2iXmdFO70W1+OH48XP2OjffTLKfVRRfkZFf/z0Hgo//qjkvvtLNtws2Wu+5DvBbYNoly0GSr/0DcnRUZ60HRS74vHI6Jd9ByvuJ1etaPMfzU4F6bvNlTzsYMkbb5Wkv38u/Dz6R+mH7il59GGS3LfycZ2fEP1hadTr3agn11l7+1/PWJp8zrnK/5rxkv+M/jmsoPBOUe4Xot8cEeXdfgfF8/9g1yEK/8+xki+F/UsvKTyiKBkriHNpf1WsjyZgAiZgAiZgAp1CgDfIvKl+o1XZHlOURH9PY2lxrqgrjb+mQeETR5fqL6hXmOMJEX9mSPSVSmYqs2ZQ8ZPP6+zJKDcDpAOHSz+vVZIZhWrtlTqXe6pZZ5SLGbGHI1/s6up1xoMV+lTyQH51g2LGhcRvteVM2+M7dfL7o/C7bsYMHgMU2p+lqIcGv0Wt8sOM7pB4AJzTLP1+YadQLsdSuuOLpenwc0mUi6V3DzXKrinkFwoK/zn8H1tUuNxx94Is/h3p8Ht29L9/hZ4lhfj7RYPOBuQlWSJJvxl2gvSzIj0zvt+qk373KyUpN3YsYWSv7W8aZff5giQD/RfD79einLzQwU+a36gWpZ8Z6VhKyouRJyKfKSEPL8r++gZJOCuUy90aeq7XbQcrZmmrJP2RFQ70kwmRjnZeEvYMSDeKgSAzf4RZWnpvIyWQLNcOXNelqXI5BvQ3RHn+3iyLrxQluX/R/l+vl/7oiKfc+Nl/uOIfiPLRfs+E32KkY8/n5LDDH3p4MaM+MtJxPab1V64rHrkff7Nuxbj/r7m5QaF+eUlmUtFjy32B/wfoX2jWWXo93xZ+x9QrfofoH7Xqfxv2kV/6FfwpB1s/uI5ZkfBslPec0UrPkRebDVFu9Ejub/Rf9JYmYAImYAIm8IEgwIPu+fWqLpIH2c6GkD4I8MBMORhA8GCLngdxHiD2Kihm7Zh5Q8+DGunaKxkIlhug8uDEA2qaLw+IZ8WDTLX2+EsHqMw8vt0qixvjgYgHfHiTPkuy5O6yulKLasvJ0j/agwflUq8rhtIBKjNSWL4Z9RsUD6boeWDnQRL935p1xsAIPXvfGDigf6hRZ0cU0Ugy0GVACU+uH2T6IuC5yJ+BIF4vqtMZA1/8MRBk4DKmXna3NEgyc/NIo8JHFiXT424xcG9pLo35RMygMeBNlxaytPvx8E/qcvk1hj0DH9LV1+tsYgMayT0KkjOT8jHjRPueVy87+lG/vMIMqNEzcFNsLsee6cHRTxjwMiDCjutm6+BSbTvgJ5UM8O8OLsSzAgH+6JG8aKGduY6YMf7ScFkygEtfuE2K/Hihg18GqOkSX14kMMDCPkvOiPaCZ5ZdOhDl/8/CVqU4t16S9kgHqOz1TK9nBnpjIr285HK16n+0P/2K6/2rReXUP0+OpZL7C/2ZrSJc5+lSYVKfGv8HqC96SxMwARMwAROoLYE1a+uuVt4o1trxgIDfHn0461qSYrL0qVzp5r8rC9JtkC+XomPi+/aX380z8p/UpPj89pLdJXKV2of5CmJefBWysKuirr5YcspUye0+KfnvuZLVHqut19Kfl+ZQbklsqXV2aH6L4mIl3jLDxcvOSk+unqgwS5cXRP2Xhtltvyy1zwrNjwjy7ZeX4ry60hSxcjL3YFOpvrU0mHt4uhSx4jXHwHHjvPRXXCLJ0nYGkn16S0/5kdKWP/bdVDYs+d1oY4Vfi6Xfk6Jc6QCdfJBpTktSRYQXZuhjRXMuvb63jIHiIcOU8OQLJJlpwt3irAYPg/ktOsH/oLjeYiIVNzmuG5b2VtsOyxwlJ0syrrMsHiRfxqWXNOvG/fmyuJ7rx0r/RBMp2ifTfl3OG+0M13L2xD/SpLOTRkn+uEHy2RbJ710nWelxjcSQciXqXBbvZZzTBEn4jjuk+NO0JCIJ/uJGKeinI49SeFBB8uvRbgotP3I/iveryyN8ZgImYAImYAI1JVDtf+6aZp7trKlJcWPiHyXyntuz03RkTDdGzJFJio0wMqssfeIBbrPNZcGDy7Sm0hTMRKRv6kutskM9IooBZTpjQ8q74oFml4I0LAEjfsu8zh4Iu2rt8QMXZL/wOzRmznbZS5a3TJA8PfaaKZR9pFl65kttqi0n7YAXZhQIZ0nqQzwDM8LIbvEAvywcJyukD/0NE3Uys0Vy+wGS6c/RUO7Uj6xzywZU7GHeYw/FIIdHGHskAw3C2+Z1dvMEySemSL7VIvntaC+Woo4+TXr2MiqUy9EfCSO7B5+eKEI+8qhO5rZIDhsaESG2zOvkgaZQJCIrP7ghk2S5VE8YiT1LYK+aKM3CGEHRHsxwrTmbFJJpP8Ev/eTO8LdPUfbMHH44BuwnHi99W9tBqZcfu8V9iXITs6xcKDIk6bhuZ7TI8OGHJXmRwQvG3pEfA7V1Ikz98Ef+ZEsYiT5LTm1SzIfDf2rHdc6LnDT+JxOk+VHIbfIKp0eug49FPH77R7hna2kKyo8sjc1V3P96JPeVnkk49UuYF3CXjpWGpdO/nojFyuVH89JzX8KKpcG0K3pLEzABEzABEzCBDiQwqijnLKX6R7PCxUTP3lSWxqVLfJsj3bSQ7PkakJc/juzxYakk+nKSB4V7G2VJedmDxd5N/LAklT1s90W67zfI4rt1WEpWaz+soHQs5f1Z+B10gvTskTq/XuFbI569mtKueOSjRixJfb5ZNvsMl6y2nHX1Sgev+ghLm328IOxIxxI4ljYualXaH0a99igonPJgyffvGhW/JNKxJ/SlZulZYsiSWJZY/jr8w5v+NSX89csrfbkjPFlyfvZopaA/pn6OKiqepeDUi6WGuxcU/2qz5O8bJXnxwu/33tQgPRxHR768MOH6Y8/pt+tkz5JU9viWy2+XIUr3SpTnzigPS3VZMs3SUPTXRvkWtCo9S+hZwok/6sGezVsj3YV1pfU7KeqX9hMGCj1i5AJ3+hFLW9OfDTmqKP9Z7aDYFY9w+21jafrPBCeuf9qF+x3lZgnsj6Oe8W2h3Fut8vdg+L0/5F+bpWeJMv7p38f1UTz3IZaQ06/TdvhCQfZZx+OLiuH+hh3XG3t6Z0e5DhqORalkwPlA1IP+i9XX63X2evihX1J/rqcv52VHf2lr/zs0+g/9hfbh/wXfDFBu2Ue2MnBdwSUrBf7TJdNTg8t59VkprTcBEzABEzABE+gyBNIB6l4FFY09aVkzm+w1y/o4T0dVkI+08HGXcvlUa48/6s2AuV9eMTwIYlcr2dZy1ir/cn74iA0DGsKb9VVKPq7ym3gQ5CNC5fxWG88AlQFY+iCe5Y8XAh09g8KAlRUGWeXpbH1ab67fWpWDgXw685r676x2SPNNw9w/uM75vVOu99S+3MAota80zP2EgSUz2pWmT+0oJ/VK47leqS8zwuXaLfXTWWFeFLCXOytfuPGCJP2/RDy8s/xYbwImYAImYAIm0AUI8I+fN9w8+HeBorkIXYgA/YIZ0W/Uq3CHxIwOYV54dFTRmbHaP2MmqaPytV8T6EgCfHztqgblwsxhR+bZFX3z8ao74kUXA3e+wpyWGU7XBLfBg1MLh03ABEzABEygIwh07win9sleU5ZiPtkiJuvH116emKzw4sVmZQK5HL8Le/+DotFvU8kt+ks+Hh8DGj++Y2ixtPHd2MPWJ/ope1f5+FHH5G6vJtCxBPjd2imTlM9WW0rye6Edm3vX895vI5Xp8kslm1tWXsYddpb+jl9JvvDCyu2sNQETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMIH3AQE+rsFHe5B8fKOtVeQjKvgrJ/kIT1vzqzQdHws5MPY0bpGvNGV1dnyc5Nii0vG11uq8vH+s+X1MuJerGR894Sut5exXl/hq68X1+d/RXz85sGNqyl5Avk7bMbmsOq981IuPwpUrCT9PdGyxnGXnxvMVZ8qX3ldr/TGs9taOPaOHRf/9SGwVaK/fND39N9U7bAImYAImYAImsBoS4Cuk18VHJ/h40jmj21cZfq5lfPi9vVH+FrdK8nMO6PkZhPblWj71AfGgxM9O8DGg8ikrs+B3BvmZlc8VlG5u1JuPo1TmbfW34uvQ/EzHXdEPytVsQF4WD4c9X4Mtl66rxw/Iq4RZ9Uq/BszvjfKzOEcUlb5WRz4y81SzPPIzJ9X658UPA6Zq05ezT7mUsyd+0GCdPRn9iI8SEZ9KXghg905ratG5Ybj+pEH58nM7+8V9jPssP+PEzwzNjPbkZ206t9TLczuqqHPu+ztFeyy3qM0ZPwNGu9GOtfFuLyZgAiZgAiZgAquEAB+lae8Alc/6nzy6tBoMBBdkPPCdltiXpq596C/xAEe5apXD6VEPvpaMX37fsav+vAPl7Ch5SnCpdIDaUeXo6n7vaVx5CR8Nfa0HqOTG71e2dYDKTPehw/FYW5nFpdJcLquTJQOYcum2iZnqVT1AvSjKfWLG/bEp+sXFYUe9GJgubZWmX56YVSN5wdJRA1RqRb3T/z/EW5qACZiACZhA2wis2bZkH7RUPPDvsL1qPiO+qrpthNcIIGPjq4jPPycFb+TPv0DhocMkX2uRzDqyRKtXH1lMnLByS74C/MMrVx6fpR2X2H8qHhAPP0wpeuclG8ZJTp0mybFa+6yPFe9RkMd9gku3yKDhFp38JTiGeplgZnbEgVItjZhz3tDJpVG/Ssu58xClKx4v+auJkgePlDwj9AsXKsyRH6bv1SrNzVHuL+6j8Pq9Jf8Y/WXSIwp/7WRJvpJ71+0K8+Jiz6jXq7Okv/IKSb6me9C+Cm+al1xLIjd3rk6yeNOP+cr03ZHvOr2UbkTU85RRCrOUb2TofxT9+6RzFP/Yg5I3TpDkuGyJccLhyeDwepTzkSZSlMpacX19tvym9WKlwb4FxX+zTvL6aHf4rS11jnjC51+iiAULwiBDsGLizHNl0Dv6ycfzCk9tkeQI7/32lmaDiBgf/WqrgVIw8PvdBIXfCbsnJ+vkiBGSW8X96f47FL4t2jvMVxDluPC7nlnley6uV/hxPZ8xWll9KK6HceMVnj1bEvsVChSKZUv4j5NiYfSf629S+NU5km29n7CE94Si/AzYQTI9LkoVEW5u0ckaEYbTgvlSlGsP2r3a62xg9Idj4779ehSgRz4KkoijilLs1F9yTthffpHC3N8q5fiz25RuVlzXN0d7vBbtoVgfTcAETMAETMAEOoQAe5GY8XyxWdnwMzIs/WLpHoW4oF5npGNv1hV1pfp0ie8J8UB3Zkj8VSqZqcyaQcVPPq8zluSxN5W9i/NaFf+xvpLV2itVLgcXyrXeeoph6SV2dfU6G1ZAs3LZs6f0VzdIjguJ32rLyYwJ7fSdaB9mutjLmJaGcsKZPWkMjJlRSZdM/irKi35UUZ4ZILCXjKXgf2hUPA/qP430/26W/n+jn5wV8mshmUHdPNqPmTH2VrI0j/5He8trLsfMCFwmRL7HF2WxpFWSpaa0yz+iXOiPC3uWetO/lHrFY3u5bhYDn6x6bZlXntSL9oXHQ42KZ8bsCwWF/xz1OraocLnjzxpkcVK0BwPWp8MPM6jrx0gUPqwAYGBMu9EvJkf5jo5yoL818uP+wRJ3+iHXR1a5s7hs8LZSlCsffpmJfCnqyYuRR6LcM0KP/dYx0EpnUDfsI4s7Ih179bneWdpPvdp6P2FG+rmkXJQPeV+U45oGabYbLMn1+VjEY19pe1R7ndFfuM64P/P/hX7NDOr+w1WiB6J89PNnmqWn/m3lSHvuF/lQf0sTMAETMAETeF8RGFpQdc6vL5U8KErbecft40GEf/w/jgcUSnB3/OMnngeGP4Z+fiuWksPjHzn2PEiXWrU9xECQgVOWpzH1irmhYeUWLzdLz8CnWnu8PhV+KBcDubdbZXFjgyQP1DyYkj5LXhnpLqsrtRhTr3Cl9WKgSHvwwF/qNTs0vVlxRxYlGWAsbFWYAeTH40GcgbhicznS8yCJnj1wlIs9t6eOlgUP7tgjGaAyoOIFBDM72CEZsKYDVPa0kj8PtqRjr+/guD74OBX9jnZmpifV4ydLwqWtXLPqxUCfeqX5M0A9olgawwuDsUl/K7XK5Xr3keataH9mrLH7QYPOGKCi5wEfjuwZZ0CK3aRGnR0a9xH0vEgbFO1xXr1iqGe/PJYrl+W4VFo+BqhXRT3JLe1PLO3NGqAycPpd1Pfr9fJ0eZ3kxPC/bmTQ1vvJheGPgWa4W0HcF+XgxQ8DS15UplsKKm2PlEu56+yooor2myhPWtBXmqVhgMr9jZnaL0W/eSHseBHK9VotR14MjKlPS+KwCZiACZiACbSFAGuw2pK2A9OsGb7XbtUJskc8+HVg1m1yPa+lNNkGMUO4Sb5U39VCffurRJtnlHNSk+LzsVSwWnulXvE4b550hV0lB+Ylp0yV3GRTybYeqy3n0iSjJUsSRZkgS6FHjpQhS3i/PVbh406THBlL8SZMUJhjTHDm0naY8qQsWFrIzDDlXdKCh5XLuHxyA/KK32+fldtlVZcl5CtPlcvNb1EMt5Gpf1L4qSbJ886WpN5X1StM+yuUfWwv16x6Zef43jHzI5ol1VnWu8QAsVcYLKHBIpwEc3yUiiXrw4bI8JaJkmtEunJiy3gBcmH0txuuVYr2cqhV+V5+WeV5vUVy0zLX+aC4P7El4qJ6pTt7rOTo0yXnBaC23k9oj0o5P9OkfH94peSkyZK8CFAol6u0Paq9zoYNUw5Z7bqsPtEB143/m5ddrHRz5ko+0STJkeuyWo4LwsE63HBwaGkCJmACJmACbSLAk2WbEndcoqYm+R4TDyLIe27vuDyr8Rz/75cl6ZvX6buhef5FnTzUJBkrUnMD8gp/JHGwZhLmjTdLM5Wq8mOPMO0eMn0jj6e77tDZLgVJliASv2VeZw+EXbX2+KGbIfuF36HxIL7LXrK8ZYLk6bHHUaHsIy8yeuZLbaotZ/pgysenSr1mh266SXGfLUhu3V/y4tjbtZGCuR0iflZLKELc1aSTYfEigFhm4hkYTZmiGMrbPY9lqYRzS4v0R8aD/A8bFGYmhVTYI9F3B3Ao0hkiytEtHoSJ/2fY//5BnfzgOskzxkZEhaK9XKkPkmyXLuZMkiWT/FzTsnqVmi0Lpf6WRcTJpHixwJbl4QeXWqwVwV55ney2m+S+BcnLx0ky80ozEGZgsk7cN5gZZ+vAVROVfmF0HMrLygTaSVbLj1lc9t1PNpWWb7nH0jNmStFOiRcalA/uxN/5oM72L0oeMlySenwjBuL9WqVv6/1k6nSl/3BeMutIu3E/z7JDX2l7rDmbFJJp+8CF6+y+uB/vUZA9Kza4z9NfuJ9zP53RIvuHH450eUle/G5zgsLVcvxo+GmepfSUf8fBpWGFfDQBEzABEzABE6gJgXSJ7+xmuWXpHUsjjy2WZvfpGICxV/CvkW5Ko+zYw8cSNh6U2et3S0Opv3IhPqJyb/jnjT572dgjiB9mRn4R+bCE7fsR/m4dlpLV2g8rKB1LxtiTNygehNi7e3697NizNSS4SbvikY8aPdesuOdD7hMPsNWWkyW38KqvXzHPSjS/DG5DC6XWPKimSzKx4qNCLLnjq8Qs8aRezDjRTv+KehciP15o/L5Rnv8W8QxIWepLuhFF2bFkkvqztJV+g569lCwRXNSq9OzV3UzBHO3N0vY5UY4/h/xitFOYlxVt5ZpVLx7kW6I8fLV3eB8VhfKyx5F+PC3suX775d+76Hwt+/UkH/awT21U+iE/l/x72D0bkiWs77YqvliU5Lpkj+eXg2dDg+JZ4nlThGlvri/qL+vlR/Qpl4FXyqbS8jGQxM+365T++ijP7oXlef7njKXO9LOvFBVPea6JdPQn+O1ZkF0+L9nW+wkvBLlPM7CT11xuVFFnLGmf0azwngXJrGOl7cESY+pf7jpbJzLkuqDeXPf0F/6PHJpXApacP9io8P0h+b+0Z1F6/JW7L7MnGG7cn9jKQH0Iy7uPJmACJmACJmACNSGQDlB/HA9MfP2RgWVWZuxpZADBxyj4OEuajr1AWfGpfa3CfNSG8pXzW609/njwZMDcL6+Yamcu8VdOtrWc5fym8czspHr6R7n6MfMADzil/rpq+HMFlWxMvST17p9X+LMFyZsbJCs9tpdrVj68yCjXLlnpK9XDgb2p9Me0fSkH1z/+s+4DDBCwQ5IP4dQf+iyZxaXa8uGH+15WfpXqud+m3Ai3935Cv+Ur6pWWq5xde9ujnH8GhrQP4TQd93V48ZV5uKEn3C8vD/hN/fEiId1rjB0z+4QtTcAETMAETMAEakhg15jR440wb8ZrmIVdmcBqT2B8DDz5mikfkWGmlpmwPQurfVVdgfchAQbU3N8987fyRmbFBx+3Y0C7cmtrTcAETMAETKBaAt2rTfDBtD/gS6r3C7FX6M0WhV9+RXLOHEkfTeCDTOD+e1X7l16T3K6/5NobSjaMl3wi9mgq5KMJdA0CS+PrQnfeqfLsOEhyZkvXKF9XKcXOQ1WSK74juWhRVymZy2ECJmACJmACJmACJmACJmACJmACJmACJmACJmACJmACJmACJmACJmACJmACJmACJmACJmACZQnw8Qk+hoLkY0llHVRpgF/yqVR21t4hPm5ybLHKilVpztd9/yfy2axvlQ5WE/MNNlBBjy1K0t8Uyj7yddWsj6hkp1y1MQMHKv8Dqvz676otddfLna8581XirlfCtpVoVfePQYNV7o/Eklfuv9z3Kq0VHzEiPT8rVGn6WttR/mOLtfZc6m/b4Ld3oVTPx8H4ejWx8En1xKeSfp/qHTYBEzABEzCBDxQB/rE2NqrafFzpv5MHbL6ayM92tBXSgeH3mWZ5GBcfq+FnPfg5FvRPh93IYltzrCwd9eMrj++0VpauWiseVC6oV8oxIfk5iGr9dXX79Gcp0p/FyCr/bdEv0p/5yLJf1Xq+/vuHRpWEn93p7HLxMySdnW+t8hscA4CnmuWRn3Wplf9V5WdV9w/uO+fWi8A28SKF/rq4Vfot8pJZR77ezf37n9FO/LxUVrosPS+sGMhl2WXpO+q+nV5H/CwaH1Xj41SUa0BeZw/H9b9ufAPi2gbp+fkkhbKP/GwZ/4eoX3YKx5iACZiACZjA+5hA+vua6QCV39v8afzDbSuKg2OA2i9f6oHfweNri8TyZp6fCUDfUZIHt44aoPI7lp9Jfj91k006qkar1i8zoLz4qHSAumpL3fbcTx+ttKtqgHpPPCC3vQZdI+WP4j7zfhmgQrWz+wczcvzuKOVAnhL9lQEq3IlP5b5x/8a+vf2NgXPW7y6n+WeFa33fzqrX2DqVIB2gZpWLlTKVDlDxc3xRZ3xdHL2lCZiACZhAVyOwZlcrUNcsDw8cO2yv8s2YLrlthNeIYo+9VCfPPyfZGvpUfCv+IY8J2dwiC97wnjRK4e9E/PW3KPyX8KvQ8uNtty8/r+Rs7lxZ3TCh1PqgeFDa80DpX50leeUVkm++2Tb7xaXJloX4fb3jTpZq696S74TF+WOXma70hJmLbQuKPuZ4yQ03lbwnuJSr1/z5sj9oX8lN85JrSeTg9ZMJoQjB7/wdc4IU06ZJ/tdgyY36S37rbMn9vyi52zDJceMkn450H4lyHzFC+q2if91/h8K08+IMoHsVZLd7+H8u2u/h+6U/7jjJO4LLP2NG4tgo/+QmxQ8tSG7QKvn1SyQXLAh9LDH+8sEKbxX1nB75weuhyPedt2WXHmn/Q4LLrtHv7p4oy/ubJNOPhPLg/fmwh+MzVXLkQbcY/eZXke/BI5Vvz6JkdIvcN+sUvj7sBuQV3meYZDeJXEOZ6zXMckcVdbZTf8k5a0hefpHkRhtJVts+vLA481yl790q+fG85NQWyXJHlpKXa+cZk+VpRPSjZ6MduI9cF/18rV6y229vyehGufHBa+ZM6bkOe/VReO2QH++t8A+Df0uLwtX2j4/1VbqRcT30CT5PzpL+5xMks44XXKyYG6McqR2X57UTFMOAsS7uA6/OKU1x4mkK3xz2vfOl8YTK9Ze9o6Pyf+R34W9BQR56NYWskCv1UKoVj58aKN3hh0lS7oZo76nRD/j5qX0Lskuvo8XR7xW7/LjbEJ2PiOvzlFEKL5q/3OY/Z/z+8iEjpb9hvORjkyU5/uw2nc2aLnnzTZKvJe2BvaUJmIAJmIAJdGkC6e+gvtis4vIP9LUIs4SOynyjXmfMdDGD+un4x4v+1w2yY2aMJV8/Cz32+K1UZs2gpulHFaXhQYI9rddF/n9oLE1Rrf3W8SCTzqAy83t+vfyT7++S/EpzXx5afwOdsyRuj4LCPKBXWk72qjKT/e9m+fnf0ZJnhVRo+XGHwTqfGfZwYi/VE1GPKSEPL8r++gbJptArlMvdGvoTIj/2Zi1tlQV71JgZpv+wpPzHkT6dGWeJ25xm+dlvuOROUf6/hf6PjdIfU5T8a+iPj7C0uRz9Av3GMVO9qFUWl9RJ9u5DipXLOyK/PQuKp5/jhwE7Mx4vR3lGFmXPzNS94UfayjmeGJzhyAsh/A76uTwSD+f150nP0kPyZcVEuT2e+wf/B6LcLDl8JurHgKat7cN946SoH9cDS/srnUGttJ0Lg0VgVpSfFQ28iPtCQfFvtUrSXxioMLO2RV7xhOmX50Q9Hglef4l8ZJ3LVds/bmlQSu5L7CEdF3r8ppL7zZJWxXB9pnZfi/LuWVBMS5SXpfnY09/JF3lnIxaSlfYX7p+TI/3RRaXfeoRktVzhk96383n5ezLy4UUGW03mtSqeFwFbhn16HdHvL6iXPTOo6Gl3/Mkql2PJOu1AP/tBgyzQbx/9knRItn5wH0RvaQImYAImYALvSYAZHAYuSB503jNxB0Tyj45/sAwEyOru+EdNPP+YswaoA/JKiT0DI/zVSlY6QJ3erBx5ECJ/lsxSzv55xVRrn/Wgw0d7eHA9Ix7ssKcc5eTfo/zMiGFfbTlPjfwZOOGnnGyM9mfghH19vc4mNqCRZCA9M8pNLC9CeGA+r14x8O+XVzgdoPLg+eXhis86MgBKH8wYUByWpP9JlPvbdaUeGTgw4CaWAVA6QCYeycCTFz3okVxvPKgyALm9EQtJXgQ821yqr5Qje+LgywM+3nhxQTz6ddbR2dutkjc2SDJg2bAPliuX5MtSUfagvxD1ODP6IakrbZ/ekS/XU5+kHDzAVzpArbadGUAeWaTkpZJ+t8sQ6WlPBlRYM5C7NriiZ2BCezCDV23/YIBKf+X/Cvc38kvldoOlIX8G2qkdA9TdC4o5Ldrz9WhfXjTdFPVjwDcuwnc2lnqstr9MivSsNMBbtVy5D6cD1DH18nhDlBf/SF4k8WIv6zrCPh2gov9kvNjMGqBmLfHleuH+iz8kL5aoB3pLEzABEzCBrkKgW1cpSGk51ozg2q06QfZIHrhKU6260LyW0rw3WK803NVDfaOAm+dLSzrlSYVZQseDVLX2pV6Xh351u85PHCU5Jpa6/eK3CjNjtTxFdWfVlnNpuF/SUl0+SzLMF2bo4ZleflvGA9mFweGGa+Ugyz/uY7yUK0Y6BnbEIxdzksgs//PDLi3n1RMVceJISWbC4XfbL5MMkiAPvpvmFZF+TfqZp6VniWuSfFmQ8rEUm4hKOVJe0i3JAoFByHkxg1rYVYqBeckpUyU32VQy67hu3Mcui6Wic+bK8ommlafIKhb1p312Gaz0vcLNkqSCSXDlmf0/bbXtjH8krnr00NmIAyWHDZG8JfrRGhgmMq339Fia+VbY9aSiSTqC8En7xwmny+KxJklWbPDCjPSpXILDiIB7apeGr43rOP6d5S76gSwIs1Q5TUe42v5CuizZXq59+8tz+v+C/CY16Sy/PZq2ybSclXqZ3iLLTaKcaboFoViHBkgNHDYBEzABE1jFBCr9D9vJxWxqUoZjxpbKe2JA08nFWSG7eL5cpu+b1+m7oXn+RZ2keHkQW5iMFOL5LfeJGKCEmxwzMukDPPHlJH7TB7Q03V1N0gxLHiiYCea5bMoU2VVrDwfqT/7MWD4S+W+9s2I2DoMdP43le0teaKQPrNWWk/J1z793fmks6ZBZ8eixQ6K/ok5nV02UXBjg4cfMXPdkz9TRR8v+k3nJCy+QTI/4QRLfPU66JR2b8qX26G+Ics5skYPtB0i+nbHnNLLJPfqIzt5tkaw7V5IllOdE+dmjSv7kK+tcjjASfaUcu80mhST5oV2aXKeUb/vnZDF0iOQue0neMkHy9HMks47Ez2iRxcMPS26cl+RFHDOilbbPpHihxIuR4bFHWF5zOe4DvSIf9FkSrtW2M+XF72676WzfguTl4ySZ4eX6JazYXG5dTkL2jwHHP1qkmDpNstr+ccFpSvfVUZLDD5I8L/QKrXic8YJ0cVnmsr6Sm9532YP9owlKf0pR8nvBQaFcLk2Hvtr+siQSrhPXM3vl8ddernfdIU+7FCRZQo7/LfM6eyDssq4jVoLQz2hH/BBGoi8ndyvI4veRf2r/0bw0zbMk2VKz4+DSsEI+moAJmIAJmEAXJcCSQ5Z2zW5WQSc3SrIE6diiwjzIEk86lnryMwDsWXyjVenOr5dkBoyleiwBVGz5I3uBWPr6jyjvAcNXnpaBMUsMv1cnO5bgpT93UK09Swrh8JWi/J89WpK9mnyNkyW2cJDVisevFqVjz9HNDQpTPmS5erH3975GpWfpWKGgcNaRpYqvBF+W5rHE9KHwx54n9NdGORe0yjNf8WQPFv5YAkh52KPK3j14jg6O7JlFz55KBgYsSWWP4l555T83yvHLKNdnC9JPa5akffJ5hZlxgjt7dl8Ke/KVdfbxmKLiqC9+Ton68GBNu8wK/8MKSpdy/ELoK+VYXy8/8CIsbS5H/2MPIUsHd3lOFuw957qlfdjzi59U8tEuru8HG2Vxf0j2/h4xWPpq2yddUkq5WVI9NfJhKXlaPsKVtvPuBaV4Ndrn9+F/877SM9DmfsSSbO6H77bKrliUZCkq90X2ItLew4fLrq394/EoH/3k4jr5u6BestzxgUif3pfZMzwl4vm2ANcN5b0r4sln74LOZjZL0q9Ycl9pf2Flwnfr5IfrkaX/lXJV6lwu677NjPgvGmTJ9fn9CJM/frKuox3jOmdpOPdJlnJfHvXg+jyiKI8sGWbLAv2IJdIsLSZ/5Nqx1IT7DPf9jw+UBfkQJp2lCZiACZiACXRJAukAlT2o/JA5A9K2Fj5rhpQ39Lzhbav/StORT7+8UvBgkZW+WvvUD/XmDXzfeKBN7dobbm8525t/tel5oCcdex4JryrJx1AYiBHmgXGHGFD9plElrPS64MGRvXm1ql+tOPJAzgwr1wX9l+uF+ErLT33xx4sr/FbqJ8sO/nDgfkJ+Welo11q3M3zS/pwu5WcgdU2DSshKDvhklbtSPfcb9pCyMqHS9AzsedFTabr22lXbX7iuyLejuNKvKB/5pTK9jtL4tob5v0H/yvLDi9Grol+ldrxASPUOm4AJmIAJdDYB1lZ1dr6rWX7r9CotcM8Ivp4stSy1qjzEz3ekKV6tkf/Ub1aYN8gvtWRZlOqrtS9Nncul9X755dSiNuH2lrM2pajcyxtzS23Z81iq7fzQ0D2V5x4FydFnSP55muQ2MUD9U5PCb70pWe74buzpLGdXbXytOC5i03BSAPpvpddLkjyXtRS60r2wqb80XCn/NF1HtTM/j4QkX5bAEl47TpB/q/F9gZ+VQpJvpfKZ6O+PTVeKI4uSP50g2VHHavtLel3BE1krrpX+n8q6jtrLq9z/DVbSfH6YcjruhJXn+K/ZK9dbawImYAIm0NkE0s1CnZ3/apLfAV9SQV+If2Bvtij88iuSczp5IKlcfTSBziXw11jaev+DyrffppJb9Jd8PB7Yx4/v3HI5t9oSWFXtzFdbtxuk+syLFzVz3lB4dhcbQEyZrHKt30vy9SjvIjYBS73Kj6sb11oD23moPF7xHcmOGijXutz2ZwImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImYAImsBIC/wcA3tZVOEUnAAAAAABJRU5ErkJggg=="},"502c3dab-b70b-4cce-bed5-5f5b7483c74b.png":{"image/png":"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"}}},{"cell_type":"code","source":"# import [library_name] as [nickname]\n\nimport pandas as pd\nimport matplotlib.pyplot as plt \nimport os","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:25.841265Z","iopub.execute_input":"2026-01-31T00:22:25.841568Z","iopub.status.idle":"2026-01-31T00:22:26.184928Z","shell.execute_reply.started":"2026-01-31T00:22:25.841546Z","shell.execute_reply":"2026-01-31T00:22:26.183887Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# STEP 1 — Point to your CSV file.\n# Example (YOU must change this to your path if you have RSNA data):\n# /kaggle/input/rsna-intracranial-aneurysm-detection/train.csv\nCSV_PATH = \"/kaggle/input/rsna-intracranial-aneurysm-detection/train.csv\"\n\n# STEP 2 — Try to read your CSV\ndf = pd.read_csv(CSV_PATH) # DataFrame\nprint(\"Loaded CSV from:\", CSV_PATH)\n\ndf.head(5)  # show the first 5 rows","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:26.186385Z","iopub.execute_input":"2026-01-31T00:22:26.186793Z","iopub.status.idle":"2026-01-31T00:22:26.251577Z","shell.execute_reply.started":"2026-01-31T00:22:26.186764Z","shell.execute_reply":"2026-01-31T00:22:26.250548Z"}},"outputs":[],"execution_count":null},{"cell_type":"markdown","source":"•\tdf.shape: Tells you how big your dataset is.  \n•\tdf.columns: Lists all the data fields you have.  \n•\tdf.head(n): Lets you peek at the top n rows.  \n•\tdf.sample(n): Gives you a random snapshot of n rows from the dataset.  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"},"3c0c526b-2a3b-47f8-afac-8b50a4dfbc18.png":{"image/png":"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"},"e96d7e0f-0b5c-4b22-bb4a-81fbf0ed1317.png":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAdQAAABgEAYAAAD0m1/4AAAMTGlDQ1BJQ0MgUHJvZmlsZQAASImVVwdYU8kWnltSIQQIREBK6E0QkRJASggtgPQiiEpIAoQSY0JQsaOLCq5dRLCiqyCKHRCxYVcWxe5aFgsqK+tiwa68CQF02Ve+N983d/77z5l/zjl35t47ANDb+VJpDqoJQK4kTxYT7M8al5TMInUCMtAFakAbWPAFciknKiocwDLQ/r28uwkQZXvNQan1z/7/WrSEIrkAACQK4jShXJAL8UEA8CaBVJYHAFEKefOpeVIlXg2xjgw6CHGVEmeocJMSp6nwlT6buBguxE8AIKvz+bIMADS6Ic/KF2RAHTqMFjhJhGIJxH4Q++TmThZCPBdiG2gD56Qr9dlpP+hk/E0zbVCTz88YxKpY+go5QCyX5vCn/5/p+N8lN0cxMIc1rOqZspAYZcwwb0+yJ4cpsTrEHyRpEZEQawOA4mJhn70SMzMVIfEqe9RGIOfCnAEmxGPkObG8fj5GyA8Ig9gQ4nRJTkR4v01hujhIaQPzh5aJ83hxEOtBXCWSB8b225yQTY4ZmPdmuozL6eef82V9Pij1vymy4zkqfUw7U8Tr18ccCzLjEiGmQhyQL06IgFgD4gh5dmxYv01KQSY3YsBGpohRxmIBsUwkCfZX6WOl6bKgmH77nbnygdixE5liXkQ/vpqXGReiyhX2RMDv8x/GgnWLJJz4AR2RfFz4QCxCUUCgKnacLJLEx6p4XE+a5x+jGovbSXOi+u1xf1FOsJI3gzhOnh87MDY/Dy5OlT5eJM2LilP5iZdn8UOjVP7ge0E44IIAwAIKWNPAZJAFxK1d9V3wTtUTBPhABjKACDj0MwMjEvt6JPAaCwrAnxCJgHxwnH9frwjkQ/7rEFbJiQc51dUBpPf3KVWywVOIc0EYyIH3ij4lyaAHCeAJZMT/8IgPqwDGkAOrsv/f8wPsd4YDmfB+RjEwI4s+YEkMJAYQQ4hBRFvcAPfBvfBwePWD1Rln4x4DcXy3JzwltBEeEW4Q2gl3JokLZUO8HAvaoX5Qf37SfswPbgU1XXF/3BuqQ2WciRsAB9wFzsPBfeHMrpDl9vutzApriPbfIvjhCfXbUZwoKGUYxY9iM3Skhp2G66CKMtc/5kfla9pgvrmDPUPn5/6QfSFsw4ZaYouwA9g57CR2AWvC6gELO441YC3YUSUeXHFP+lbcwGwxff5kQ52ha+b7k1VmUu5U49Tp9EXVlyealqfcjNzJ0ukycUZmHosDvxgiFk8icBzBcnZydgVA+f1Rvd7eRPd9VxBmy3du/u8AeB/v7e098p0LPQ7APnf4Sjj8nbNhw0+LGgDnDwsUsnwVhysvBPjmoMPdpw+MgTmwgfE4AzfgBfxAIAgFkSAOJIGJ0PtMuM5lYCqYCeaBIlACloM1oBxsAltBFdgN9oN60AROgrPgErgCboC7cPV0gBegG7wDnxEEISE0hIHoIyaIJWKPOCNsxAcJRMKRGCQJSUUyEAmiQGYi85ESZCVSjmxBqpF9yGHkJHIBaUPuIA+RTuQ18gnFUHVUBzVCrdCRKBvloGFoHDoBzUCnoAXoAnQpWoZWorvQOvQkegm9gbajL9AeDGBqGBMzxRwwNsbFIrFkLB2TYbOxYqwUq8RqsUb4nK9h7VgX9hEn4gychTvAFRyCx+MCfAo+G1+Cl+NVeB1+Gr+GP8S78W8EGsGQYE/wJPAI4wgZhKmEIkIpYTvhEOEM3EsdhHdEIpFJtCa6w72YRMwiziAuIW4g7iGeILYRHxN7SCSSPsme5E2KJPFJeaQi0jrSLtJx0lVSB+kDWY1sQnYmB5GTyRJyIbmUvJN8jHyV/Iz8maJJsaR4UiIpQsp0yjLKNkoj5TKlg/KZqkW1pnpT46hZ1HnUMmot9Qz1HvWNmpqamZqHWrSaWG2uWpnaXrXzag/VPqprq9upc9VT1BXqS9V3qJ9Qv6P+hkajWdH8aMm0PNpSWjXtFO0B7YMGQ8NRg6ch1JijUaFRp3FV4yWdQrekc+gT6QX0UvoB+mV6lyZF00qTq8nXnK1ZoXlY85ZmjxZDa5RWpFau1hKtnVoXtJ5rk7SttAO1hdoLtLdqn9J+zMAY5gwuQ8CYz9jGOMPo0CHqWOvwdLJ0SnR267TqdOtq67roJuhO063QParbzsSYVkweM4e5jLmfeZP5aZjRMM4w0bDFw2qHXR32Xm+4np+eSK9Yb4/eDb1P+iz9QP1s/RX69fr3DXADO4Nog6kGGw3OGHQN1xnuNVwwvHj4/uG/GaKGdoYxhjMMtxq2GPYYGRsFG0mN1hmdMuoyZhr7GWcZrzY+ZtxpwjDxMRGbrDY5bvIHS5fFYeWwylinWd2mhqYhpgrTLaatpp/NrM3izQrN9pjdN6eas83TzVebN5t3W5hYjLWYaVFj8ZslxZJtmWm51vKc5Xsra6tEq4VW9VbPrfWsedYF1jXW92xoNr42U2wqba7bEm3Zttm2G2yv2KF2rnaZdhV2l+1Rezd7sf0G+7YRhBEeIyQjKkfcclB34DjkO9Q4PHRkOoY7FjrWO74caTEyeeSKkedGfnNydcpx2uZ0d5T2qNBRhaMaR712tnMWOFc4Xx9NGx00es7ohtGvXOxdRC4bXW67MlzHui50bXb96ubuJnOrdet0t3BPdV/vfoutw45iL2Gf9yB4+HvM8Wjy+Ojp5pnnud/zLy8Hr2yvnV7Px1iPEY3ZNuaxt5k333uLd7sPyyfVZ7NPu6+pL9+30veRn7mf0G+73zOOLSeLs4vz0t/JX+Z/yP8915M7i3siAAsIDigOaA3UDowPLA98EGQWlBFUE9Qd7Bo8I/hECCEkLGRFyC2eEU/Aq+Z1h7qHzgo9HaYeFhtWHvYo3C5cFt44Fh0bOnbV2HsRlhGSiPpIEMmLXBV5P8o6akrUkWhidFR0RfTTmFExM2POxTJiJ8XujH0X5x+3LO5uvE28Ir45gZ6QklCd8D4xIHFlYvu4keNmjbuUZJAkTmpIJiUnJG9P7hkfOH7N+I4U15SilJsTrCdMm3BhosHEnIlHJ9En8ScdSCWkJqbuTP3Cj+RX8nvSeGnr07oFXMFawQuhn3C1sFPkLVopepbunb4y/XmGd8aqjM5M38zSzC4xV1wufpUVkrUp6312ZPaO7N6cxJw9ueTc1NzDEm1JtuT0ZOPJ0ya3Se2lRdL2KZ5T1kzploXJtssR+QR5Q54O/NFvUdgoflI8zPfJr8j/MDVh6oFpWtMk01qm201fPP1ZQVDBLzPwGYIZzTNNZ86b+XAWZ9aW2cjstNnNc8znLJjTMTd4btU86rzseb8WOhWuLHw7P3F+4wKjBXMXPP4p+KeaIo0iWdGthV4LNy3CF4kXtS4evXjd4m/FwuKLJU4lpSVflgiWXPx51M9lP/cuTV/ausxt2cblxOWS5TdX+K6oWqm1smDl41VjV9WtZq0uXv12zaQ1F0pdSjetpa5VrG0vCy9rWGexbvm6L+WZ5Tcq/Cv2rDdcv3j9+w3CDVc3+m2s3WS0qWTTp83izbe3BG+pq7SqLN1K3Jq/9em2hG3nfmH/Ur3dYHvJ9q87JDvaq2KqTle7V1fvNNy5rAatUdR07krZdWV3wO6GWofaLXuYe0r2gr2KvX/sS913c3/Y/uYD7AO1By0Prj/EOFRch9RNr+uuz6xvb0hqaDsceri50avx0BHHIzuaTJsqjuoeXXaMemzBsd7jBcd7TkhPdJ3MOPm4eVLz3VPjTl0/HX269UzYmfNng86eOsc5d/y89/mmC54XDl9kX6y/5HaprsW15dCvrr8eanVrrbvsfrnhiseVxrYxbceu+l49eS3g2tnrvOuXbkTcaLsZf/P2rZRb7beFt5/fybnz6rf83z7fnXuPcK/4vub90geGDyp/t/19T7tb+9GHAQ9bHsU+uvtY8PjFE/mTLx0LntKelj4zeVb93Pl5U2dQ55U/xv/R8UL64nNX0Z9af65/afPy4F9+f7V0j+vueCV71ft6yRv9Nzveurxt7onqefAu993n98Uf9D9UfWR/PPcp8dOzz1O/kL6UfbX92vgt7Nu93tzeXilfxu/7FcCA8miTDsDrHQDQkgBgwHMjdbzqfNhXENWZtg+B/4RVZ8i+4gZALfynj+6Cfze3ANi7DQArqE9PASCKBkCcB0BHjx6sA2e5vnOnshDh2WBz/Ne03DTwb4rqTPqD30NboFR1AUPbfwF1XIMX0cSoCAAAADhlWElmTU0AKgAAAAgAAYdpAAQAAAABAAAAGgAAAAAAAqACAAQAAAABAAAB1KADAAQAAAABAAAAYAAAAACV34w1AAA/K0lEQVR4Ae2deYAUxfn+Gy/QeKCiIYnCgBo0MUqMRowaxiNqTFTwxJNRjAceHBqN5y4xaoyJitF4xLBLNJ5EwDsq7uIR8YjijecO3hr1SwQRFdjfN9/n/chvGtqZWXZxwWf+6Kfft956q+qp6pqqruruJPHPDJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZWGIZWG45FW2NLtVhx47VUbJa+B9UKI239NKSd+sn7JkrDV/SpaWWUgl/GuXfYP3Fq8S0m0KhunzvEeXt2rW6eF91a67XfYK/r3/F+duot1rEj/Nf9Zbh8psBM2AGzIAZMANmYAlhgInh000q0Mg64TMhT0npnwp5YKEyApiAXRx+P2oujbdrDLSnh37nkEutllxpx7zK9u/gdb/C4lFWblBcEfX6buS/0tzfGPE8saiUMdkdUBDObhb+ICZokio/cmOIGwyVx2xby29UOeE+rKD8nFXTtvmydzNgBsyAGTADZmAJZGDjGEgNH6rCrZ+xUrRKZ4Xv3U94RNh/r/eiIYV0yScTrEWT+qJPZffguVuuNO36OslXBhLaubPODiqgqQy/G/WdnqAS+9kmnX3VJqiU/58NOltcJqjke7M+Oqt2gkp8Y8sY4IZGSyeorHjT37UsF60f69a4Dlrfsz2aATNgBsyAGVgSGVhmSSzUoivTujmlddIQ4TvThFOmCLmjP+lxyW8VhTMFydqr6OSpyaFoI/jxbnJ8VEF40Z+En34qXFyOv69RTkddJ3w2eE7n/8Zxac0Xy9Oi3v5aX2r3o5io7HO49PePF469RTi71Hw+KSt8m7xMd+orjB2xSV2ZcrEy+4ONFe+D/whHXiDcIvK7046SR48WvvOe8LBDhb0i/n0TJf+tXsiW3D4RflXkZ6VOCt8t2tGEiHdvo/RZR8q/fBj8OuoP+dTfKuCTT4RfW1FYLp9pHp58QvE+EiRbRP5nBj/nXqiAQQcJV+ssPCd4i2ifw2ezPj/9v5Pt85L3GCj862XCBycJ11pLeGjwO36c5McnC1deWbjX7sL1ugufmCqk/d17t+SPZgg5psv7Zdf7C3HdHXKEcvhclHPbaB9/GSn95NBTDpAbeYP2keaDDsJlc1iU4gEFyT8I3t4L+3PPkn7HnYXsaLijXjLt4dGop/0GSL9etI+7x0umv1hmGcmHHi3stYoQP6eOkMyxXP9w8Z9luXNeSPsfNVpysSjk2KmTzvaOfHKdXFYv/drRzgZGO+vcLP2jU4XXhp0kH82AGTADZsAMmIFWZYCJHSuNo+rknpWNVk2sAmcMXC6JfLzXpEgvBb4TuH9B+m454XOhb26W/ErIzwf2Wl/6lh6PH6qYrNT9T/j9V4P0DIx5pot8kO8Pwv53NaU5WCkG1PeFH7aqsjV234LsV+0sfDL8PBFI+d4PmfpjCyUruGy9ZaWqGPYn18ovxw4xIL26TppN+xBSHWatoKa9DCxIc3Twu2JMnF6M/LEiSP1lraDCCyuo+IFX0q2p1VnfPJoFIwNY2tWJkT+s14v2VBc8ob+tQWc/yQuZUL0c5Tky5Yf28bN+eBCyhfWU2lJ9lnRvpNsYuENelmy1HlSQzLHSfC6/gmJMjfzTHuk3Jod+SKpcx4W8R6pcpA/27q2zOc3C39QI/1hXqmcHRZ9oj/QLad7+EvEOLyj+6vHs8mfh/7fhn50Wspp3bG/1zvUH/6yUw9NW+Xl5///P6FfebJKWCdf3g2/6J1ZQd4l6mtAge/oNtu6zYsozrJPC7sCC7NHfUCeZ/5PvRXpzm6XnumTnxam1pfHvCL/SJkml/cM6OcWgXNyAoRz4A7uF/bhIb3QdIcLrQqbf2TDKQT9aam3JDJgBM2AGzIAZaFUGWDHgjx18vUnJMGFs1US/wFm/GCi9FekfUpAxA1byxwR12WUVzgCKcOIxQGbg+QVJLzCIl/PglwEKA3UmGDyLlZ6gXhADHfLLQA17BvqDhyr5QwvCSyMeE0kmjmfWKJz8MLDaM3h7JXiDD/LJxJ6XozCAn9Usf0xoJC38sdIJKgNSVmyZMF8e5T8qeGGgWOkEdYWYWM2I8l0Z/hgwM+EvV1L4g1euh7NqFHOT3sJvx4R1ZqRHfeH//LB/qAGNkBsN6YkWE99Takvts6R7wy8TeuyYsI2I9FuaTyYS41P5p/4eSenhm3xkIRNUbpyk7ZiQ1daWhjBxSvP2WpPsqDdiPRX6SreWE7+91Pv9wS/9COXKwgMKCuFGRNqO/oAJKs9u/rCPLOlP6N+44YCfByI/6S2+7CxgQndSrWLQX3XLSaZfnt4seXjqOpc2SWhf5fqHb8aKJ+kQvxyeXisL+lHsmaDSbugfu+ewMJoBM2AGzIAZWBIYYG9hOytL184LzlDnnPQtndgt2Gt57X6xde3yetmOCjz2EMlvF4UcP/tMZ+PGoRHecKPw76GfNas0vFLpg9iyObpeMQYXhEzAHmyU/OF0Yfp4wuHS/K1e+LEgYYLa9RtSDIxy/7lO8uEF4Ro5IQOvSU9I/lCQFIKXMVHOP8WWv/0GymDfwDVzkq8eK/xTpNNRYrJd3zhZxPCdnBJ8IMp1Vq3kww4WXnOVsNrjzNjbnd9CMdfPCR9+XNilq7Dc8forZTE3DAceoJMN88LHJgvXCn9sFVxtdek5Ur5cDk1l2KEys0wrmn28bDlpaT5HX6EkeCkTK9CTG6XfIC/kxsjjUZ/Stvz4RFFxu3Qv9TG7VPxcumS0TgdHu2eljvq7ccznpl940t7qnfyDX5j5/w3sG9fznAxD/HSIra5f6yzD350tfG+a8JFGYaXHdeJGzRlDFOOv0W7S+aBfHhzX+Slhf/3tiscKaFv1D5QnnS/0RwzT2YONQibKTKyxM5oBM2AGzIAZWLwZaKcT1KtjwHZ9vehtKgqHx8BhRuoZLYW23fGxqfK9dV7InX0GXEzYVo0BFTlZO8eZsEdP4bfWKtWnpZ45adYJTIezQrZSBPRcWycD+gv3KAi3+6lw5VS+2PrLgItmgN2wQYq3tCDptYFOTh8hxD69JTF2BieXjpLdLwrCo2OgN3Gi5NvHC98sCveOfG+/jeTjYiB2W9hLmySsNLJVGH2lGAvbCROjrHg3NSrkhMg3L0PaqLf0hQOE8NBB4nxHwsFuOZls1Ue4+XbC6+qFw04UljvOiRHsOSNkycR+7OjSmPf/U/K0orDvVqXh6+QkT2gs1U8vSqb9skLbPSd9x2ZhuSO8UP60PfqW5vO11+VxYqPwqjrh7y4WwutFob+yhTcW5G3eccu8zu+MdkwI5QHRw8Nfo35eKSpk4x7CSvuz9lrv9BOUNwvvCr62ycuCrc5seV0mInIDkuvh+aIC7rsv4uWEy0a/Rj/ExG6F0K8ZN2jOq5H9xcH/p3GHhHqi347LPbm/Ufa9NhNyX2eTTSVX2j/MnS17jmxx7tIFzYKRfNFusDotMsiNsn7Rb/IOBOzY6g8v6I1mwAyYATNgBszAEsQAAx22ps2OATrPqLElFezfqMKzdZaVRpAtl2zVTVN1e4M0EwLT4Vvnpfko8oFfnmkjHgOvO8MPdgzk01uUHwy7LWMCxTN1xGNrKvLYOuVjl35C7HnGkq2itbUKZ+szE+TrIz58wCfyoILiMYBl6x1b/RRa/shnZ95oku2bgWwlT3vgJS5sUaUe4RFez6lRTPg4qCC5b14IX1dHOTc8QnqezT21VvINEc6zjNKWP/KMHc+S8mxmOubBBWmwY0v2LQ3SM1Eg3sm1OuMZZewmhj3P+rE1l3hguv3QTuCFZ0QfDn/dcopZbT5Jjy3iF9ahEbK1c0xKX2o1v8TWzKebFMZWS7bS8+w3MZlwpeub+mCli/bNs+Kvhn+2iuKvHH7Z9b5/Tjn8d+Sf66LcjTf4oD64Doj/cbP8shNk70iH6572d3eD7F6M9Nlq/4ca6eF1r+iX6uqkfyfs6f/Yws31d8IFsmNr+LChksc3COmHKu0fsOeRCLaGZ/HEs+FsnX4h8ssNMrbiU56za5Sv02qFHB+P/J6U0hNuNANmwAyYATNgBpZABhjQM1Fp7SKyssnLO8r5Z2DT2nfMWTnL5ZQD5HR+mAA+GQOqLLt0PGRWFhi48Qws4SBbkNPPUhLeVki6C+ufASsrwN1y8lgtX+SDgfn5MVBFn4WsTLEDIMsOPRM16oMbNW3Nf7X55MZH1vWSdSOIcpZDrq9q64kbMUyAkOGVlwNx44vroFx+lpR67xornPCKnC4/9cr1Q3vkOkrbMxFO69P9I8+EY4c/2h/1TngWlusfaJ+UM8tPOT35Kvf/w//SwqZXLj8ONwNmwAyYATNgBsxAu2OAgdCsZmWNlURWdhnwtbuML6YZ4mUxrOhMaFBBsgb2i2kxl5hs75zaWcDLb/YIPfJvytxgcL0vMU3CBTEDZsAMmAEzYAbMgBlYFAwwUWWFrdKVoEWRtyUpDVaYmdCw9W9JKuOSWBaeGT8htozytuX0236zyu56z2LGejNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADHzOAC9h4eUoaeSlKJ9HSJ3wEqxCIRWwmIi8pIaXY/XMlWaczwHxfdLS0MolXmpzaEFxeElO5R5a15JnQXkbcet6bz1vvIRpUEE+N4+3cvPsa0ufWeZlU/iV9+wjbxvmLctfj5ciZcdYskJ422/W28KXrNK6NGbADJgBM2AGzIAZMANfGgPrrq+kb42XFPFyqMHxjCFva83KYI+cQvgcT7kJbZYfJiJZ4W2lZ8DN5z94GRDfX+RzRXwOo9J8pMuT/oxPS3mqNP0su969FcJbqslXln2Wnok9NzSy7Fqq5zu1fNZn+7w8TYuXmN0d+OPQV5oONwYurlMMXoJWLv4BBVnMjnR/EDyWi7e4h1MP9zSoJOMCF/dyOf9mwAyYATNgBszAYsDAxjHgGh4TE+6Yp7POStDe/RRyRNiz0pS2by8y36WkfO195WhR8zawoBT5nuOiSp/PxPylblGluOB0nm2SngkqViNqdFbpBDWrPLwciBsAX9YElXL9Kfhu6QSVFXP6Afy2FvLdzvRnh/gsycJ+HoiXclU6QaVcfC/1qzJBpdzUhyeoMGI0A2bADJgBM1AJA8tUYmSbLAbWzSnkpCHCd6YJp0wRsmIy6XHJbxWFMwXJ2qvo5KnJoWgnwEB2i77KUD4vvLVeOLFRuKQdfx8Tq1HXqWTPRj1mlfOzCJidZZCh3zK2XA44XAbHHCzku4WHHi25V7SPj8LPJX/Rye33hX3oT4wbHn+4SIqs+KeOiAgZwBbM/QbIYL2NhXePF944rjRiVrlndyi1y5KYgGaVp/7a0pgbfFfyUUOE904U/q1eyJGV2EGHSvPpNOGoq4T/fg/LBSPfmzzuVwpfpVnI9f54sTQeW39/tqP0K0fwZdGOWFlmBfKOehlQr49Oklwp7+H+c2BFe8BuUs2NkBP/o5O/jRHWRPseH/X4+GTp+RzUXvtK3jSu+9EjJWOXVd+yShJu0A3aR5oPoh0sm8NCWK6dZ7XTdcLPQQPlZ074H3WF5I9nCY+I62dylO/WKG//fgrfNnj691TJF5wnXGM14b4F4TMRf8I9ko8ZLnx/mvDSC4RZR/oHwrkx8ZNIf2Tw+3SkU+n1xw3DVVaR54eeEN42TsgN0BUi4fMinwt7XYQ7gxkwA2bADJiBNmZgqTb230L3TOz4ox1VJ0ebxcC+hW5bHI0B1SWRj/ea5Oqc84UMCEmgW05nT78kXD/kXOB6gX+NAaysqj+ypbQY+WHL5b8a5IsBGZ65o/9S2IPHD8VCyIrVYQdLvqW+NDwtsaUQfzyjeVfkA/12ecV8JtJ/IfCDwIfC/s2Q2aJYU6t4L4f+icDXAn+Zyr+sk4RysdL3P2EPP2zFZUL+zZxirtAZD62LbJXcKtrxoEKp/11/LrlLpH/i2ZI3zQvfelN4ZQxsn2+UfOHlwnLxZZV9vCjS+zhMLol0xoyVYsUVs+O2JKRcedI+94qB/YTxCqmvE7JCuGrwdsmV0v/+d8Jvbiy8/FxhueOoS2QxbZrw9HOE38gJOfI5pQkPSnPhxcLpYfCH8POP26R4qlE4bqLwrtAvLO//uF3+HisKHw68OCZua60l/dEDhbRzSUly5aU6e6BROGZ0yI8LuU4kzX+Eh3siHxfGjZQ7xsl2lVSUlrbTl4tyxMRr176SX39d+P57wr6hb7hTMjtBdor2c9zh0nfvLhwX7Qn/X2uWvl/Yf/ihZMKPHCK50uOmOVkuH+2Tiesfzi/1UGk7uOkOxTu5VvhGUciR6+DBuPGBvLDXBf6NZsAMmAEzYAbaloFl2tZ9S73/bBfFvCT1B75DXvrcesLZs4Vtffx5TBz65ZXSCSOE34+B0NEFyRzfekNn54QdWx1/E/J/YuA7tUiM6pDvjZ4X/Pw6/D4/WX7ODX2v3pJ3DfdnhP60YVJ0jAHT6aEvFqUfMy4iVAhXxADvloIiMBH7beTrpgbpp3USvlYUMt/5V8gb56W/qVF46EDh+ZcJa2uEF9UL7410/zZWMitkzRITeLgw7CdNVMAZ4afjcpI/jAj7HRwR2wjmxp0MBpg1wTvJdYiTEyN/M6dJMeRIIfE/DTua/8exJF8ufkTLhPOC5+mzZLJLPyF+eUnOjBmZLqoKKFee9MTo12fJ/Wcxwo/5V/KNmIBt2lvhHSMXw07QyadF4Yc5ITckuBEjbZKwFX+XgjSDVxXOCj4aGyVznB4TlwH9pVl3XeFGeeHqguTTqLA5IX8S9Yp+YXn/5BM5DkgoL/U0KSYqb0f6ABOXzfPS7DtVSH3fXC95vZ7CGcGDpHnH3XbX+eSi8LXXS/Hd0EubJPjPaufYZeFZIxVyeK2Ql0B9Gvn7V6P0M+O6GBrX06nDpIf3v0R7fyBuMHTPKXwGGZT4+fHDqLfPFRWePFqU4eh64dshX1AnmWOl7eClKYoxtl5Y2E04/AnhBt2FZ0e9FwqSW3pdKLaPZsAMmAEzYAYWFQPLLKqEqkuna+cF23fOSc8WPAZgC7ZuPe1+MQC4vF4+RwV2GC15z7yQIwPoceOkYYJ6w42SGdhiXy3uNUAxHmoUnlUr5NhU1Blb0X4ZA7Qb66U//wIhxx4xoNk+ylntBPXB+/FUihMaJX9SFM6OEfKrIb8TGPO25KNG2T0VA60dIz8vviQ9x18do7OPYqJ0eVEyW0afnCyZAeHgguQjAq+vl/whS10S2/zYI6ckmKikE/x7tJcVDlbIBVFvA4dI/tH30jFK5Urjw1tp7CRZZ31p9ugrPPo0IRP6tP2XLc8qKgdxnyHZMNrx+6FPXxdMyLLyvXlvhXQKgzk0zJBTYsIzsWytpd1eF/3C0IFZKZXqFxXv3NAg9W9Hfa+ek+a83wqZkDOR77yK9NwYkzTvyIplVruGtw5B7MK20/+ZprQvrRWeerbwtaLw3BFCjnH/IvlWDo3w4UeFrGjmUuGl1q0nxTw6od3iudp2cFG0M24ATox+866JeBQu7HVR6s2SGTADZsAMmIG2ZmCptk6gZf6vHqN4TCSYcA0/WPpFNTEl949N1dnWeSEvdWFgtkZO+vQAeO3QKzRJesRKBBMp9GnsGfHWCUyHs/XwuxG+SQys2Yq8UmfF6BP6l2Lg8uO89BuFnpc0bR/6V8KOgWkuJ/vOgasEkj+2Ys+ZLTuOa3bR2bZ54Qo54fIxQOVOfogK/N/j8p+f6YTwlVhqjfCVQ2aCsFROAfiHj5XCvufaOmGla4+C5O1+GgYB8MEzeaWh80sMMJedP6hEs39BIvXJZQdifOxQnd3fKOy1mZCVuE02lcyAH15XD76H5hReLr6s5j+eVyPdxaOFrEiRT9o37QM9iMcOcZLWE57GrPIsc0epJemWapNkqWgoN01UCCuge/STTL5Pj4l+Oj7yAzFhYYW6X6wMEk59d8pJs+WWwp3zwnNHCjt3FnL/D5kJHFvImfBVy7u8z38kvY65+cP+q6E+wEcelt30ovDME4WslA8Nvr7ZVXriUb/SJsld43W2TV5Ie2QnBfnixmKl7Rz/WciK43aRLhNQ/i+Id3OjzvpujEa4dsxcZ4X64eBjxjQp1spFQECPkOmXSkPnl7L4gj+QmNW2g3sbFXNqUciW4euvkcyx2uuCZ6bZUYAfoxkwA2bADJgBM9COGGAgeVuDMjW7WTgncFYK+zcqfG7o2UoIzgw9A0FZzzve3qDzCYHzQnTGxOxvdZJnhD/Se6NJegaCPBM6JuyxA3nLJN/nZGBPftNIvN1jAkD+yC/2lBP7u2tk+Vnkl7eBstXtk9Cfn7K7b6Di4ffaOsk8Y4qeZ2G3zisc/4ST7oQGhTNxYSA9vVn6PVPlknbekQk+n4nB/83h95o62TaEzDPL3EA4t0bhxNuvIJlnaR+JeDwzPD5k8slLluD3wrrq4st6/iMr/e80Keyq8PtuyDeEnG9UOO3u6tB/OyaU9zco/PmI17u35KxjVnlOq1UMeKI9Uz/U50WRPvxcHjLX5cuRj23z8lfuOGSoLHg2+p8NkvHzeMh9rpWe6+25SGd0nfQfNwsLBeEfaoSvht1e0c4q5Z3yycu8I8/mTwm/PNu9U/hn4piuL/qFAwry9XrEx463MZMSby+mPg6KePihf+Gt1nc2KCY88MzwSXnpy7VzWZU/wh8vi0rHYKWYZ+HpX+j34Il43Kii/6D+Sec/zbKknyQeyP/FXVH+qcFr37wsrqgT0t/tEHr8l7v+0u3gFwX5o34kzTtiX+l1Qfs+qXaeD5+ZATNgBsyAGTAD7ZwBVgiY4LR2dpkoVvpSmuWWUw54S2O5/HBnnJWdcvbVhnfLKQYD12rjt7Y9L4mh3Fn++T5l1kpdVrzW0rNyy0oT+c7yn+a32vhZftM8rbBClmXr6tPlWVjv3ABigF6tP17+Ax+0j7Q/bjykeeI6TqebVU7SwT7tD31bITe+0vmoNr2useIKL8j4aa12ynXKDRx2dJBOGrGnf0rXY9oeHngWmv6YdpG2by2ZdPFXrh3Q/5M/4mVhueuC/zXqL8uP9WbADJgBM2AGzIAZMANmwAyYga8sA0yY/h4rkDx7OaDwlaXEBTcDZsAMmAEzsAQywMNBS2DRXCQzYAbMgBlYchjgre2PTFWZXoxnX3np0pJTUpfEDJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATOQJEubBDNgBqplgJfcrLqKYn4tXiIE8h3cuXw/pdoEbN8uGOClOrzlNd5Flvz7vXaRvbKZ4CVAO+0mUz6H9N5ikv+yBbSBGTADZsAMmAEzYAbMgBkwA0my7vpi4dYGIZ/dGByfJ+Gtn63FVaVvZ26t9OxHDGyfF/LZjwMLkhfVsdp65/vM5G/HvM7+3STkc0aEtzVWm/+2zo/9mwEzYAbMgBkwA2ZgiWdg494q4vCYmKwfE5d0wflswN7xXcIjwp7v7aXty8n4IV1WSsrFW9ThlfJDvvjsDRM99C3FQwqKyXcJW+onK97A8M93H7PsWqpnwvGXeGtpS/043sIxwPduF9UEtaX1zg2TdGn5jueimqC2NP/pfFs2A2bADJgBM2AGvooMeIvvQtX6Vn0UnQ+kP/my5KcmC/ku32PPSmYC2yMmsmt0kv6eicJKj0eeKMtTfyU86yzhnDmVelg0duX4Sedi5CXSbBO81o1OW1Qn15wv+x02FY6Jt35mefl9jUJef0dYbivnd3vLboe88PcjhZUefxTlPP4MxVipg3DG74W3nyTsnhOuGOEPPSr5sGOF++8o3DovLNeeTqqV3U/6CpcOv01FyYcWhD/JCx+YJPxOtNtjj5LcvyB8e6qQraNDIl/b7yT9vY1CJnh7xJbTJ5+R/uOZwvRxs+DnmEEKmfmJ8NTg6+P/SCbfxGflbuhwabaIenrhJckzI71K7Q4qKN7jTwjffVt4/PHCH4T/KVMkz5olTB9/GOU5LMqzW14WU6O9dewk+Y4HhOl6px4UOu94WdzAGNBPuqUjqCnqZbfQPxP57x/875yX4b2ThPQffKd03wOlP2SI8J3w93aUX9p5x2+tpfNy+S/XjvDf0vqfl6PWPSM/p0T7mxXt77joN+6+Xen1Wk+YdZ1QvvR1+Ha0g8IBir9jXNcrryqZ6+u4EyRz4/PjGZFetPdd47perYf0T08W+mgGzIAZMANmwAwsBANM7FhpHBUDMAYIC+G6RVH5/t4lkY/3muTmpUC2AO5fkL5bTvhchLMF9JWQnw/stb7sqj1+vati4Jd8fBB+f1dT6pEV1pF10r8bdsXAk2tL7fkQPStH05sVPiXs9y2U2lfLT2nsJFk7BrZzIp0tYiCPXU2tzl6O9J8IfC3wl0OxLMUNgl/8bti7NByJZw2vrpNm01T62KWRFSnqPx2eJQ8sKOToyPeKK0p+Mcqz/zjJlGts5ItnX3fvp/BTa4XLxcORdzRILnfcPMo3t1mWPXKlMWgPO0c6uQh/NPyzhZmJz8zwQz1u0lv+0OO9UyedfRb2385o/8vGw5Kn1cqe+ruwTjLtmPZPva7aWeHjI5/whT08Vmonb0nSEP6YYPcLXuoiPyvEM8jYp5Hrieto9S6y+HWNkJVPrtOsek/7RV4npzP4+Fq0J/zdG/lvDOSGyjNNijeoIOR4fZ3OeuSEW+WF1Cf1L+28I+ll5b/SdtTjAvmstv7n5aT0DD72inqjfbIDpdKdLOzsgGduaP0p+NpgktKt9Drpm5f9J81C2hETeK5PVqRllSR8Bxb9dZE+/ydcD7R74hnNgBkwA2bADCweDCzVPrP5s12Ur0tiBezgguSx1wiZEElq++PPf640+uWFJ4wQ3t4oXDMn5PjWGzo7J+zQ/ybkk4dJM7VIyMLhLY2Kf0z4P75W8hoxEN7nIMkD8sJjIv2zw/70GukZuM78SPI144XDDhY2NgrPDntJSVItP8QDN9pUZyykPRgDPcLvuENnPXNCVuSGRznOjHbCwJ94z03R2RtF4fd7E1KKDDj3i3I+mkq/1HrhpX0HykduFeGxxwsbGoWdAz+VmMwOZKWxQ8gnRj0cPViKIUdGQBl4KMo3rl6GR0d+mKhv1Vf626P+9y9IfrYo/PBD4fhxwg9Cv8+ekmfMEqaPrCx+kg5IybxkCv/TI/zYqJ8hgS8VFbBnTDyYMHcM+2Gx0vRp2EW2k37TZFDODj7CXXJQ8LT3btIccoiQFVns0jg9Eh7QXyHrrivcKC9cXZDwUq2seg+z+eBjGkiEfDRDJ/gjwuWjdXZno3BSYLfukpm4b56XzI0oJlI310u/Xk9h+kh6WfmvtB3tUZTnaus/nR/kT6I97hL1xgryuGi/pwyRJTdQiJfGsdeWak4+W/LgaI+73yG50utkYqPspxSF/fcWvvOekGo9cIBknn1/cqrkt94WchwTK7jf7CzNeSMIMZoBM2AGzIAZWJwYWKZ9ZrZr/MGmc9c5Jw0DiRkxEEvbtba8XwxsLq+X51GBHWLAt2deeo4MsBkAsdJyw42yYMCK/cLiCYfLw6cxMry8TjITVCZETKSvHlua4lIhbtdXJ8+8JBwY5f5hPgwCZpaKSbX8pKIna0Z9v1tMh0h+MfJD6K+O0RkD8cuLktli+H4M8LDHL+mgX9TYI6cUvxN42ROSx8ZAWVKSrNZFZwcegKYU/x72K8TA+IIahQ+MgfaPvicZfkpjz5POvkznDQ8KH4783DNeMhP3tbpL/lZOmD4+0ChNbuMIiYF62q5auTkizC0uOOZ9jdIvF4YbRj7fD/uzahXOkQnYKWH/fr1CsuyIB8ZCdcKNHCZ25W40sSI8IK6np4Ln66L/GDqQFBYtxrwtoVysaK+eUz7O+62QGwtM2Duv0rJ8VtuOmhuVTqX1n5Wr2THTe70oi9NSE7d7oz66xHX3+usL9jQ3pWZLNOpqy0e8upE6GxjtoEdO8pmRz0Pjul4peL+iXuEcjxims3POF7KT4vjQn3cBlkYzYAbMgBkwA4sDA8xM2llerx6jDF1fL2wqCofHgHxRTUyVapI8NlVnW+eFbK3q21fyGjkhA2BJ/7t1NfTIPXrqjIkU+jSyUrhOLh0ieeWY0BHKlju2slGt2LES9mZRMfbuL9x+G+FxMZC5baLkYYOESwuSXhvo5PQRQvzzDFRL+Qn3CQN8+GKLN+ErrciZcOWQGfgvlZN++U6ldkjdI7xYRLNgZKsfz+At2GqeloF97EidF5A6278gBfV5U6PkE2Lg+d31JW/UW8gzaAyIV8hJzwrx0JDvb5S+12YRLkg22TROysAjk2TwYKPw8rHCuquEHG8erzNW1rhBRDjlmhB2XJ9UBwP/tdZSDHhL+8FfGpfPScMWUsK/F/prI92bov3uUpDFHv2EXJenB983d5C+nJ2skiTMk1GjpRnbGFgnZGumpPmPW24p3c554bkjhbwUjPuEyFn1nr4u5CVJ5sYEDJktxfBO/rlusQPRP/KwNNOLwjNPFHLDZGjw982u0mcds/J/6xOKUWk7wn+l9Y99tdhcYQR4xDy9k6fa6wQ/V8X1xv9Lr+4KOfss4Wph+P28TugvQ52cFvVy2MHS9OsvPCn02K23vs7ot9EbzYAZMANmwAyYgcWQAd4Ce1uDMj87RjQ8GzcrZLB/o+x4hoiVKJBnuRj4pSm5PdKZEJgOvzP0+LuqThZ/DET/YNgxgeXZMtIn/8iDCvKzZR8hz9rib0az9Mg801ctP0xU5C1JmECQj11iYkH4TVEO0r02ynn80AXnh3hb5XVGffGMJOEgEx+eEWTLKOFpZCLJM7rk6+bI5zWRP55dhEcGtLwsi2cDaSfUK3xQD/DCM5i/jHI/EukNC5lnLylPOt9ZMs+aXhn5TttxI4D2c1ekS37+UFMag/T/FXbPNymcZ+K4Ti6tkx77Ui9Jwg0D+GVnwIhILytd7Ejn5Uh/23xpeuXs8mHPZ1rGNSg+z0hTbzzbybN/spp3ZELwRuTjucDRdbL5uFlYKAiz6l2h8x/hj2fKeWtvv86ypf1xvbJld3Lk4+EG2XXLCQ8oCF+PcK57eFdo9jEr/9W2o2rrPytH3XMKoT/cryCZFWGeAeYZU4XOf+RZeNpjbW2pTbXlK42dJGPqpKHfIvy8Gp3x9nb04EMNOquL+DyCcVotFsLHw+6klL7UypIZMANmwAyYATOwWDLAShYTidYuBCuhvDyntf2zwsJKbtbKDBOqXE45QC6Xn5byc1EMsO6PgVS5dMqFM7G9OvyWs2dLNAPXcvatFU66Wf542Q/hrPCyApme8GNXKZ5SK0smFuXikd9y7ZN2xdty8du1zAocdkxQePkX1xsrjdhlITeAmMAtrF1W/Er1XD/pFVeu97SfdL2nw9MyEyTSSYdXK+OPCXa18cvlv1w7Wtj6rza/rW1frnzp9GjfaT39dVa90g+U63fxn+Unna5lM2AGzIAZMANmwAx85Rlg4jE0VgQXlhDeAs2W7IX1t6TEZ+WZlV5W8tpb+XjbMCvIi/rGQXvj46uWH9f/V63GXV4zYAbMgBkwA/9lgIcMzYYZaAcM8DKWSZNaJzO8jZdnIlvH6+LvZcVOUYZ4qO6MsyV/8kn7KBsrQrxF9vmi8rVGbFl9cnL7yKdz0TYMuP7bhld7NQNmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYgSWXAV4S9J34niGfO+GZPd7KnGZgj37SVPr23HR8y18NBmgfBxS+GuVtb6Xk81O7xvXa3vJXbX54e/eggmLy0qtq/dheDNDP94v2wefQ0C/uPPG28EMLKkm5t6+3dXl/GJ/b47NcbZ2e/ZsBM2AGzIAZWKwYOKyg7E6Iz+8cM1Tyr2qFj4ae719KO+94Y53Of5yfp/OZGYABPnvDd3BfaSLEuCgY4Dut98R1zPd22yptJo5t5Z/y8N3d7fNKaVqzkM8HtVX6S6pf2sXWeZVwYrSXM2oWzxKn2+E5UQ6+M8xnrhZ16Xr3VopPNgnJV0vzkS5nS/20Vjw+/8ZnsFrLr/2YATPQjhjYODqy4TFh4A54OovcGeRD63z+5Kv+R31wQUzBX1vfqeQzNoOjvtL1VK18SOR/zQq/61mtf95i+2L8UdKO0n74I7+vIR1i2QxUzsA2edl6glo5Z61pOSz6JSYiren7v7743NZf6lrbc6k/ynF+Tame77SyE6Q01FIWA+yMeT3+B7Bj5bTc96ixby+Y1Q4p55c9QYWnP8V10tIJalY58f9lYaGglBmPfln5cLpm4IsZ8GdmvpifMqFbxRYQOrAnX1aEpyYLuVP12LOSmcD2iC2aa8TnPu6ZWCahJSyYAcqRQ1SwPQcIl54m/Ecb8THyEvnfJuqtbrTklh5rzlfMHTYVjhn/xZ5+HwO219+R3b/fW7A9/DSOVfj19cKb/rFg+7lzpX/oISF+11pL8vDhwv8EvxtH+ztooPQ/+L5wUsTfOi+ZCfjLL0nmMzT7HhjhUX/vTJX89tvCtSPdYyPdXftKv1oP4dNxfUiad2Rr4377SLdx5OuhSZLZ0vyLQZJfjXQ/nS356MHCwuHCVVYVcj3+tJ/kA8P/G1EPucjvERFvbgfZTS0Ks45sATss8rNbXpZTw+97GfW73HKy23MX4fY7CX8c7fK7UT/LdJI+y/+HHyp8r6iPbfOSu3UVDjtRWAye3n1bMsfdg4/Dw26D3grplROOHImlsH/YHxX2m0X9PP6YwmmHe+wqeaco1zcjP8dHvPeDnzW7yG5EfOaoc9RXuc8ILbOM4h12rHD/HYW02/sflFwtL1+PfB52qOIfFO2hY7SH56ZIv1kf4TFR7zPj80ynniH9x/8RNhWF5fJL/79p+O0Z9T83/AwN3poy6rFcvXRZQ/m44wEhK5wrRrkemCR91pFHCo49Shb9C8K3Iz9c91y/g6Nf+VZOdl2iXu+6R3JbHamXU6IeZgV/x9UoxbtvF/ZaT1iuPCfVyu4n0X+9He22cID0O0a7WznKx/V+3AkK54bixzMkV9sf9swpXu0IYe+8cHlB8uEzOtk3roMunSVzfb4V9TM90i/XP3Kj9Zjj5WfF8LffAMn9o14fjXa0z97SHx3/A1ntU1ZJwgQ0qx0+9qQsj4/0x9wo+ddnC9P9OX5ZoRw6XJotoh974SXJM2diuWBkon/iqQrfJer7O+Hn7aL0d08Uluv3O3aSXVY5ud4OKMju4N2Em24jfOifwjlzhNvkhUcG/zuGzP8X//fleNhuB/mpu0bYaZbwow7CF6cIfTQDZuALGGBix0rjqDoZ8wf0BVHbJIgBxiWRj/ealMxLge8E7l+QvltO+FzouSPIysTzoe8VAxFZV388fqjiPBv+/ifwXw3Sr7yycKVAVtimN0s/JexZqcvlpH8m9C8EfhD4UIPC3wy5X6NktsI8EXrK937I1F/HjrJPH8+rkSZ9xx07nkUZWSfNu+G3GHhyLZYLRiZMc5oVzkQH65panb0c/ijHayH/MnjGHtwg6g+/G8YfGuEgE86r66RhIEp4GlmZp93s3C9tIZmBJvljQHVoQeF9+ghprz8LP1xfDzYo/MwaIcd1cjpL18f1kf8eEb5VXnYzm4W0t+vCjvYNL9SfrOc/MlDgujkxxft6wXdd+MfDbQ06+0leyMSc+jwy5YfrFj7wc2P4PaUWzYKR64nriJWhX9fI/tbIz4JjJwkDib9Fely3J0Q+T7lAMcv5x8814eftJsUbUSMcHfoJDaU5YULzj9AzYT4r4tFPEYudDpeFP+xZiWNrKs+w/jXs3miSh4MKQq5zrl+u2wMjnOsIP4o1/5GJ9am1CiM/dzRIbikvN0S++d9hh8vcZvnt/LTwtFoh+b0w4tG+uW5p9+XyK29JcnTUPytlAwsKYSWH+sK+0nqh/6SfYOvt8ivgacHI/wGPEHB979ZP9lz39K/07/xPwke5Fb6vrSh/e4XfTXpLZmcN9bDgXM7TsjMG/rkhCH8bTJJtpeXpm5f9J1H/bIVnwk67YKWMnPw92gP6lvaH9NM7RD6mNikF+p/NJktGzyMev6mRnv650v7x+8E71z/XNROiRxrk9+FAxg2j6qRvDL2k+Y/l2iE3iKg/ti6z0vdZs3zS367aWfL4SJf2TLujnc+fk1IN/8tHDZWe/6GnmiSzAAHv5frlcuXcpZ/8Toh8Y/90pFcoKJzrhnGbtEnCeIX2WSkP9JOTIl36XfT4N5oBM/AFDHAnlo4K5I+bCeMXuGjVIF5K8FZ0IIcU5P6PdULyxwSVLZd0NIQTb4/ooOgIq83sal1K06VD5g+DATjPGPBHxx84E5hLI/9M9Mg3A737oyNjAMxEmHjXNisfTHAoJwPjPaOcrzTJDj7S5WXgmp4QYUe53gk/+4TfwwuymBX54I+ceCATEf5Y0IO8vIP8U68MmD4N//wxEg98NfJFh4++pcgdU/IDj1n+mABg3y1XaskfHzwQSvkY4NBOGOB0Dz/8AWJ3cq08nBLIAOwHvaVH5g+eesGfrLKP1DfthuudCRQD2G/HhJWBMjcC8Ex7eqgBjZAbEGk+mPhSrtJY80vEp/2Mi3QYAMwfo1Rz7FDJDLBKQ5OkUv9sqWRgjB94f7EJTWl6THAI/XFeZ/COHr4YWKH/UdwAod1Rv9wQuCXFOwN76gs/IDdSaEfo00j/yfU8PHjkhgj21fLCjSsmlifVyhPl65aTvFG082nNktNH+K6tVUil+WWCSjvCLxOE51L1WG29DAmebqjD8xfjKbUK54ZD2pr/Y26UEn5B+P9dDZovRq5v0mFi0jOneNeGv3L/l0wIqa/0wLul5YFn/t/5H+B/gRtL60Z/xASCUi9sf7hlXGf8T+MX5H+a/KFvaf/Y0CAP3CDBH+2Z/3f0/F+l+w3C05jVDtMTVMYjxP+wWWdcn4wn7oj88r90bo3syGf6fwF/q3TWGf1I55AJ/2Odzpigoq+0X84qJ+2UlVj+3xm3HRfXKTdEZkS5r4z8fK+3csL/crU8PNCg+Ez8KZfRDLQvBpZqX9khN11THQX6zjmdlfujwr61cL/YgnF5vTyOCjz2EMlsAZGUJJ99prNx49AIb4gtK38P/axZpeGVSh/E1sHR9YoxuCCsjw7swUbJH04Xdv2GcGCU489hd3hB+jVyQvL9alFyQ6PwhZD/GfJTT0i/QsiTQv5Q6qQQvIyJcv5ppAL2GxgGVcK+EW/NnCJePVbInXEWZrfru2DHa0Z7ere44PAXXyrV/+oYyTdE/j+KeGxRKrVOEvySTjq8WvnJWKmJnYNJn42/2EO6/b3+aqn97FLxc2nsLTpdOjR7xJbTrjkpphaFDHRWD/15v5X+zFrhgKjvV4qSjxgmpB0ygGCgrtDs4/VXKmxumAw8QCcb5oWPTRau1VXIlrfVVpfM8YFol7kcmsqwQxkzBk4D4nrqGwPI60YrYrn4uKd8c4pohNX6n1Ma/XOJ7mWpzzU66ZsXpuORn5R5slYovpUrDXn4UcnR3SXwPGdaqR3Sp5xkIH6W6pRhEGr6z8EHS3HKEOH1sYWTFbl0+fCaxcs6McE4I/z99QrFSPtpDkdzi3gsxfsaJS8XhpXmt9TLPIn8LjdP9X9n1dZLKnpZca3uMknXOxEfaNRZbmM0LcPZsxXv9aLwtBFC+pN74zruEjdmFTr/Md1+2SKJZUvLUxf/XwMHytORRwvPjHweGu1l4D7S19cLOS5sf4ifLKTcIHYt7R/T7R1/Wdfv59cthm2Es4pyzHWwYbTP90N/Vq3Cfxn1MjT+h6Sd/7h5b+nobuakCEyJSbX98vwpSvO1zsLfnS18L/rLRxolc2Rrcn4LadbPCR9+XNilq3BheZAXH81Ae2MgPXJpJ/m7eowycn29sKkoHB4DkhkzJC+q42NTldLWeSF3wPr2lbxGTsgdLUlJsnbokXv01FnWRAe7nhFvnUD0ICtIK4Wi59o6GdBfuEdBuN1PhcMGCZcWJL020Mnp0ZHTDLijyISPjjuiJUwEkNPhsZM4uXSULH5REPKMysSJkrmjmctJ7hy4SiDlZ0Xv9vGye7Mo3DvKuf02ko8bJrwt/Euad2SiRX3gF4uVVuRMuHLI/CEtlZN++XSBI1r3CC8WQ5EB3PlkK1yGWfL+ewr57Qjh4FphS7e4U7+gvCUJA8NLR0vz57HC9LO0jzws/fSi8MwThazkD40BGs8anhbyYQfLrl/U10mhlzb7yMDynCg/NyLGRj6Jef8/dTatKOy7FSFCrp8JjaV6ykF7YAWHeuzYXGqflrbcUpqd88JzRwq5A7+MxAQ5xPmgQ2iWzpUGVeuf6xp/pd6SJK2/q14Wuw8UssUs67q/uVF2fTcWcmRrJxOoh6OdLBUDsHR7Ix9pPf7AcuGsPN/fqBi9NhNyf2KTTSVXy8t5NYp38Wjhp1Ew8kP/3mGywpfPCeFPUpJ8L/TXjpem0vySDjzhDxlEX229zI2IK+R0wkpguj/83H/kf/O8NOkbw+vkpJ8QdpKShPbfMcLRtxTLXI6fu03zw3WNwc0tLM9VV8nD1nlhr+7Cs88SriZIvp/XCf83oU4Wtj9cOv53uD7xm0baO/qW9o/wCOIPTOuRQeyyMKsdLnNHaQzGCaXaJOEG1k0TFbJLQcgNUK7T08v83zzwqOIx8e63u2SOy8VJp5xOqu2Xs8o5PG6kPV+U3/vuE3IDeNnoP797hPS862Tz7SRfVy/kHQPV8sANiBUiHZ49ZvzHTgCl4qMZMAPtmgEuYJ7lmB3/mHMC2WIK9m9UcXhGhS1HIFvcGOCnC397gzQTAtPhW+el+SjSx+9nIROPjpotQmyhw56tI8h31skvfvDPli2exTm/ptTuuKJk/N/XIJmtUbW1kpnw8UdCummEt937KR7PPvEMJPzBP/KgguzTR3jAbpfwi91NkV/ywZYytq6hTz/TslVeHmgPDNjxCzKAZSsRW3oIL4e/KMgCPnnm7aih0v8j8n9jnWT+2LfJS6aeedaGZ3UUmiRsrWILN/EJBw8o6IytffgdUYOF8KHID1tmz47w02pL7cpJbNF7uUmW6XwT/+CCzrA7M9K7JfLBQBz7k2t1xrPV2E0Me7bosnJMPJA/cp6xfC7yx5ayj5tlWSgQoxR5xvKuSO/diJ/Py65S/8fUyv7e8MMWwK3DzxV1Cue6/Wm0e250PB3pUu88Y8Z1f0BB8eGBLWhc/2xF3Sn8wvPtDYpHO2Er8B9qpOd6gh+uB7ZMXlonu6x2+Mto9+SXrbzjI9014wZPtbzQXnmU4KrIB/XD1tiNppSW4/Kw4zqgnLJKknL5/Xrkl/YwtUkx++aF6XrcIfSV1ou8JAn/A/SD9COEp5H++vooH/kjXrqctKspkf8XAmkfaf/I3XM6e7BBuF9BSP3fGvrBUe8Knf9YUysd7Yv/HSyrLQ/xwDF1OqPfR8+Njawtky3tD1kxph1SrqHBw/Zx3f07eL4zeErfAK+0f+RRBdo//4tsfed6ej7SQ59unztHvuAnjVntkP8HysmNHfoHxiUXRT3wv8r1x/iL/4Ft8+mUFyyzFZf/A57lxc/jwWufaxW/0n4/q5z9gx/GA/zv3B3pvBj8bltQerzL49RayfRDffpIrpYHrttXIx0e9Tkp/FNeeffRDJiBxYoBBmJMfFo782xR4yH5cv55KQwD2yx77ijncrJAzrKvVL9bdLhPRofXWn6z0udlBfwRZ60ApOPzx8YzO+nwamX+wK+uqywmzwQz8Kos1vxWtD9eGpRe2Zg/RmWarBsm6dgM9LLaG/khny29TnimkAlROh9pmXTZ4ZAOT8u8TIf2w42oSuuHds6zQvjn+kVuKba1f8oJD9wAyKpX7LvlVCIGRi0tX0vjsQOB+qb/a6m/dLx0+dP1y04IBrS076wV87bOb7X1Qj2ny11Opv+q9H+pnL8vO7za8lDP6Xzzf8T1mg6nnS5sf5j2W61MPirtH6v1X619S9thVjr8f7W0X6Ieuf5pH2l/1HO6X8jq97PKyXWEf/6H6C/QI9Pvkv7C8pDOF36z2nlWetabATNgBtodA3Rk3LnkzicrMHSs7SXjDCC5A72w+eJtn+3lD39hy/Nlx+elEayETWhQjlhx/LLz5/TNwH8ZYKWJlUgmiGbHDJgBM2AGzIAZMANmoJ0wwESVFSjuRLaT7DkbiwkDrIj/pkYZ5nugi0n2nc0lnAFWoH5Vq4JeUCc8sCD00QyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AGzIAZMANmwAyYATNgBsyAGTADZsAMmAEzYAbMgBkwA2bADJgBM2AG2piB/wfs4tFSy44u/AAAAABJRU5ErkJggg=="}}},{"cell_type":"code","source":"print(\"shape (rows, cols):\", df.shape)\nprint(\"columns:\", df.columns)\nprint(\"columns as list:\", list(df.columns))\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:27.95738Z","iopub.execute_input":"2026-01-31T00:22:27.957697Z","iopub.status.idle":"2026-01-31T00:22:27.965319Z","shell.execute_reply.started":"2026-01-31T00:22:27.957672Z","shell.execute_reply":"2026-01-31T00:22:27.964341Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# # Look at a few rows\n# display(df.head(3))       # first 3 rows\n# print(df.head(3))","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:30.121131Z","iopub.execute_input":"2026-01-31T00:22:30.121437Z","iopub.status.idle":"2026-01-31T00:22:30.12578Z","shell.execute_reply.started":"2026-01-31T00:22:30.121417Z","shell.execute_reply":"2026-01-31T00:22:30.124906Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# display(df.sample(10))     # random 3 rows\n# # print(df.sample(3))","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:30.264142Z","iopub.execute_input":"2026-01-31T00:22:30.264438Z","iopub.status.idle":"2026-01-31T00:22:30.269644Z","shell.execute_reply.started":"2026-01-31T00:22:30.264417Z","shell.execute_reply":"2026-01-31T00:22:30.268469Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# # Choose a column to count, you can change the target column\n# target_col = \"Aneurysm Present\"\n# # target_col = \"PatientSex\" \n# # target_col = \"Modality\"\n\n# counts = df[target_col].value_counts()\n# print(counts)\n\n# # Plot a simple bar chart\n# plt.figure(figsize=(5,4)) # Change these values, e.g., (10, 3), (4, 8), what do you see?\n# counts.plot(kind=\"bar\")\n# plt.title(f\"{target_col} counts\") # Also, try to change the title of the figure\n# plt.xlabel(\"target_col\") \n# # plt.xlabel(\"Aneurysm Present\")\n#     # what's the advantage of the first way?\n#     # Now, let's try to change the target_col.\n# plt.ylabel(\"Count\")\n# plt.tight_layout()\n# plt.show()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:30.453543Z","iopub.execute_input":"2026-01-31T00:22:30.453908Z","iopub.status.idle":"2026-01-31T00:22:30.4587Z","shell.execute_reply.started":"2026-01-31T00:22:30.453884Z","shell.execute_reply":"2026-01-31T00:22:30.457616Z"}},"outputs":[],"execution_count":null},{"cell_type":"markdown","source":"## Common error","metadata":{}},{"cell_type":"markdown","source":"NameError — Using a variable before you create it.","metadata":{},"attachments":{"52e24400-3b4f-48f6-8c7c-d8e888fc766c.png":{"image/png":"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"},"f74c1c0b-db5b-41f8-bd58-01bc70c6bbca.png":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAdQAAAA3EAYAAADlEGe3AAAMTGlDQ1BJQ0MgUHJvZmlsZQAASImVVwdYU8kWnltSIQQIREBK6E0QkRJASggtgPQiiEpIAoQSY0JQsaOLCq5dRLCiqyCKHRCxYVcWxe5aFgsqK+tiwa68CQF02Ve+N983d/77z5l/zjl35t47ANDb+VJpDqoJQK4kTxYT7M8al5TMInUCMtAFakAbWPAFciknKiocwDLQ/r28uwkQZXvNQan1z/7/WrSEIrkAACQK4jShXJAL8UEA8CaBVJYHAFEKefOpeVIlXg2xjgw6CHGVEmeocJMSp6nwlT6buBguxE8AIKvz+bIMADS6Ic/KF2RAHTqMFjhJhGIJxH4Q++TmThZCPBdiG2gD56Qr9dlpP+hk/E0zbVCTz88YxKpY+go5QCyX5vCn/5/p+N8lN0cxMIc1rOqZspAYZcwwb0+yJ4cpsTrEHyRpEZEQawOA4mJhn70SMzMVIfEqe9RGIOfCnAEmxGPkObG8fj5GyA8Ig9gQ4nRJTkR4v01hujhIaQPzh5aJ83hxEOtBXCWSB8b225yQTY4ZmPdmuozL6eef82V9Pij1vymy4zkqfUw7U8Tr18ccCzLjEiGmQhyQL06IgFgD4gh5dmxYv01KQSY3YsBGpohRxmIBsUwkCfZX6WOl6bKgmH77nbnygdixE5liXkQ/vpqXGReiyhX2RMDv8x/GgnWLJJz4AR2RfFz4QCxCUUCgKnacLJLEx6p4XE+a5x+jGovbSXOi+u1xf1FOsJI3gzhOnh87MDY/Dy5OlT5eJM2LilP5iZdn8UOjVP7ge0E44IIAwAIKWNPAZJAFxK1d9V3wTtUTBPhABjKACDj0MwMjEvt6JPAaCwrAnxCJgHxwnH9frwjkQ/7rEFbJiQc51dUBpPf3KVWywVOIc0EYyIH3ij4lyaAHCeAJZMT/8IgPqwDGkAOrsv/f8wPsd4YDmfB+RjEwI4s+YEkMJAYQQ4hBRFvcAPfBvfBwePWD1Rln4x4DcXy3JzwltBEeEW4Q2gl3JokLZUO8HAvaoX5Qf37SfswPbgU1XXF/3BuqQ2WciRsAB9wFzsPBfeHMrpDl9vutzApriPbfIvjhCfXbUZwoKGUYxY9iM3Skhp2G66CKMtc/5kfla9pgvrmDPUPn5/6QfSFsw4ZaYouwA9g57CR2AWvC6gELO441YC3YUSUeXHFP+lbcwGwxff5kQ52ha+b7k1VmUu5U49Tp9EXVlyealqfcjNzJ0ukycUZmHosDvxgiFk8icBzBcnZydgVA+f1Rvd7eRPd9VxBmy3du/u8AeB/v7e098p0LPQ7APnf4Sjj8nbNhw0+LGgDnDwsUsnwVhysvBPjmoMPdpw+MgTmwgfE4AzfgBfxAIAgFkSAOJIGJ0PtMuM5lYCqYCeaBIlACloM1oBxsAltBFdgN9oN60AROgrPgErgCboC7cPV0gBegG7wDnxEEISE0hIHoIyaIJWKPOCNsxAcJRMKRGCQJSUUyEAmiQGYi85ESZCVSjmxBqpF9yGHkJHIBaUPuIA+RTuQ18gnFUHVUBzVCrdCRKBvloGFoHDoBzUCnoAXoAnQpWoZWorvQOvQkegm9gbajL9AeDGBqGBMzxRwwNsbFIrFkLB2TYbOxYqwUq8RqsUb4nK9h7VgX9hEn4gychTvAFRyCx+MCfAo+G1+Cl+NVeB1+Gr+GP8S78W8EGsGQYE/wJPAI4wgZhKmEIkIpYTvhEOEM3EsdhHdEIpFJtCa6w72YRMwiziAuIW4g7iGeILYRHxN7SCSSPsme5E2KJPFJeaQi0jrSLtJx0lVSB+kDWY1sQnYmB5GTyRJyIbmUvJN8jHyV/Iz8maJJsaR4UiIpQsp0yjLKNkoj5TKlg/KZqkW1pnpT46hZ1HnUMmot9Qz1HvWNmpqamZqHWrSaWG2uWpnaXrXzag/VPqprq9upc9VT1BXqS9V3qJ9Qv6P+hkajWdH8aMm0PNpSWjXtFO0B7YMGQ8NRg6ch1JijUaFRp3FV4yWdQrekc+gT6QX0UvoB+mV6lyZF00qTq8nXnK1ZoXlY85ZmjxZDa5RWpFau1hKtnVoXtJ5rk7SttAO1hdoLtLdqn9J+zMAY5gwuQ8CYz9jGOMPo0CHqWOvwdLJ0SnR267TqdOtq67roJuhO063QParbzsSYVkweM4e5jLmfeZP5aZjRMM4w0bDFw2qHXR32Xm+4np+eSK9Yb4/eDb1P+iz9QP1s/RX69fr3DXADO4Nog6kGGw3OGHQN1xnuNVwwvHj4/uG/GaKGdoYxhjMMtxq2GPYYGRsFG0mN1hmdMuoyZhr7GWcZrzY+ZtxpwjDxMRGbrDY5bvIHS5fFYeWwylinWd2mhqYhpgrTLaatpp/NrM3izQrN9pjdN6eas83TzVebN5t3W5hYjLWYaVFj8ZslxZJtmWm51vKc5Xsra6tEq4VW9VbPrfWsedYF1jXW92xoNr42U2wqba7bEm3Zttm2G2yv2KF2rnaZdhV2l+1Rezd7sf0G+7YRhBEeIyQjKkfcclB34DjkO9Q4PHRkOoY7FjrWO74caTEyeeSKkedGfnNydcpx2uZ0d5T2qNBRhaMaR712tnMWOFc4Xx9NGx00es7ohtGvXOxdRC4bXW67MlzHui50bXb96ubuJnOrdet0t3BPdV/vfoutw45iL2Gf9yB4+HvM8Wjy+Ojp5pnnud/zLy8Hr2yvnV7Px1iPEY3ZNuaxt5k333uLd7sPyyfVZ7NPu6+pL9+30veRn7mf0G+73zOOLSeLs4vz0t/JX+Z/yP8915M7i3siAAsIDigOaA3UDowPLA98EGQWlBFUE9Qd7Bo8I/hECCEkLGRFyC2eEU/Aq+Z1h7qHzgo9HaYeFhtWHvYo3C5cFt44Fh0bOnbV2HsRlhGSiPpIEMmLXBV5P8o6akrUkWhidFR0RfTTmFExM2POxTJiJ8XujH0X5x+3LO5uvE28Ir45gZ6QklCd8D4xIHFlYvu4keNmjbuUZJAkTmpIJiUnJG9P7hkfOH7N+I4U15SilJsTrCdMm3BhosHEnIlHJ9En8ScdSCWkJqbuTP3Cj+RX8nvSeGnr07oFXMFawQuhn3C1sFPkLVopepbunb4y/XmGd8aqjM5M38zSzC4xV1wufpUVkrUp6312ZPaO7N6cxJw9ueTc1NzDEm1JtuT0ZOPJ0ya3Se2lRdL2KZ5T1kzploXJtssR+QR5Q54O/NFvUdgoflI8zPfJr8j/MDVh6oFpWtMk01qm201fPP1ZQVDBLzPwGYIZzTNNZ86b+XAWZ9aW2cjstNnNc8znLJjTMTd4btU86rzseb8WOhWuLHw7P3F+4wKjBXMXPP4p+KeaIo0iWdGthV4LNy3CF4kXtS4evXjd4m/FwuKLJU4lpSVflgiWXPx51M9lP/cuTV/ausxt2cblxOWS5TdX+K6oWqm1smDl41VjV9WtZq0uXv12zaQ1F0pdSjetpa5VrG0vCy9rWGexbvm6L+WZ5Tcq/Cv2rDdcv3j9+w3CDVc3+m2s3WS0qWTTp83izbe3BG+pq7SqLN1K3Jq/9em2hG3nfmH/Ur3dYHvJ9q87JDvaq2KqTle7V1fvNNy5rAatUdR07krZdWV3wO6GWofaLXuYe0r2gr2KvX/sS913c3/Y/uYD7AO1By0Prj/EOFRch9RNr+uuz6xvb0hqaDsceri50avx0BHHIzuaTJsqjuoeXXaMemzBsd7jBcd7TkhPdJ3MOPm4eVLz3VPjTl0/HX269UzYmfNng86eOsc5d/y89/mmC54XDl9kX6y/5HaprsW15dCvrr8eanVrrbvsfrnhiseVxrYxbceu+l49eS3g2tnrvOuXbkTcaLsZf/P2rZRb7beFt5/fybnz6rf83z7fnXuPcK/4vub90geGDyp/t/19T7tb+9GHAQ9bHsU+uvtY8PjFE/mTLx0LntKelj4zeVb93Pl5U2dQ55U/xv/R8UL64nNX0Z9af65/afPy4F9+f7V0j+vueCV71ft6yRv9Nzveurxt7onqefAu993n98Uf9D9UfWR/PPcp8dOzz1O/kL6UfbX92vgt7Nu93tzeXilfxu/7FcCA8miTDsDrHQDQkgBgwHMjdbzqfNhXENWZtg+B/4RVZ8i+4gZALfynj+6Cfze3ANi7DQArqE9PASCKBkCcB0BHjx6sA2e5vnOnshDh2WBz/Ne03DTwb4rqTPqD30NboFR1AUPbfwF1XIMX0cSoCAAAADhlWElmTU0AKgAAAAgAAYdpAAQAAAABAAAAGgAAAAAAAqACAAQAAAABAAAB1KADAAQAAAABAAAANwAAAAAf7J/uAAAUiklEQVR4Ae2deZhU1ZnGLyqgcSMTY8BxKVwCxo2YZEYnmVCiGdeMrRIUR6FQIlHjAA8aFJFuRh81GTPAiOsw6TYJoiNGcMVo7GJ01IwrLoH4RLqMSFAxNq6IIjPJ+73w3AtFVdHdPt3m13/c937f+c453/3dc6vOXep2kvAHAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIdCIC3TpRLqTyqSFQV6dN2TW38U2a+XOV77Sz9JB8On5lq+zrm9L+StboMYroHoFXTK1Ug/JPgkB77Zdtt1O2I05LZ724JPvOOWl/1hpSJ0/vXLrkmqtkf/hh2r+p1oABqvnNfLqFefNkv7Ao7W8va/PN1VL+76XHDpeuKEl/NEX69ltSlhDojAS+kVdWg2P8XnaB7FeXdcZsyQkCEIAABCAAgU5NoEcPpXdns3TNGmlr6Od2SKe/2WayTy5IF7VIe/WSVrvcLk5cPo5+3O8Omf6qbY+49iHQUfvlB2OUn/fz3Obq8t0vThxdz+o8q2ulcpRPFB+NvNzPKYXKddsS8W/1qu3+fGHAdkf335bcqdv5CWyzjXKc3tixuc5rVvset2fG8Z7tNZ+XZ1ghW4INAQhAAAJdk8AWXTNtsu7cBFatUn4vFKVH56WvlqRvLJd6+fHHWiveL/32QGlrqyOq07fijtD3xyrew3t5pr/qWiOqvQh01H5ZWuP48PYset5rHaurV6v91zq2m7Wtd49HBkY1rHX9eeU/Z8h+7NHQJ9LlWBCohoAvJF5zpaJ3zVVTa9NjGuKO6TOHq43Z8cSNW+zTW2s/jRPlH01zCQoBCEAAAl2bQMzgPbHxF9AHH2izusUjwFtuJfvDOPH46KPOtdm+U9Gj58bzWhXb5YnjxqMpbSuBOO9c20zWXlsQK6tjXGXjPA5PHq7AwXECu7Ake+kKqYflHtvL9tJ3dI84Sp6BB7hEOm++dFi0/34UT4oJ0rJ4pMx3dAfXKeDIyOMPEb/0pVgJuWaqVt4scyLlOxFnjVTc1yKvlVH/xrlauWdOOMrIHjkVnBX5O2xNrPz7DVrxI6fe/ocWyH/f/dJq8/iHvOIPj+2XlSRXRT9nRB6fy6nkiein3H7xBY2+EX9O1P9iXvUXFaVuv6UkO7uMGzvJZfUq2TsvnRN5NTXJrnbp/T1htGrskpM2RXv3FmVXWq7JBOy7mxw/a5TGeWwy/TrZj8eJpKt97SCtnT1KGsM9mTZZ9uKS9NIJ0s9I1i4vGqfV8RHv4+msMfIfGuPO4/hnkcevI49a9/d3R6jdtvL7Tp3aOShzvC7vJv/lsT2XTJK9pSS5+gatLH5Jembsv0rbWa6/S+PR7x+crfa2iH5+G+1f3xSOCnLgAAWMinx6Rfyc+VqZ1SQ9L/ZL7+1l/7GbdPZN0knjpfdEvZ83ya52nCg6SY4PvkcfK8/nc9L58bkzbbpsf7/eeK3s4wvSV0rSH9dLr71Z+voy6aYeNwfFeP/O4WrHy9321JqfiJl3j2wflyfEdvQJbhdOdk0UAhCAAAS6JIElLUp71RqpH4G7tlH2B+FfEHGdbSOzjwK9Enl6u5z/qYXOlvmnO58r6rV9fkRrYYXx84Xeip/ZmOZyaD7dztdjAnNhg/w3RvyuuXSc+/WJoC/EeDy4/MFm1bsl2rH/+rBVmiTFiPtwjTw77yzNPsp8ZdSr9Miox+1vW9TOZ+LM4sWw3U///s5g4zoj+nX+Tzan453PS9H+VtFfrXn4BGdZtOP+/jf6+2P4zXmv2F+Os3q/7Bj7/Z01ytcnmH+XqZfdnlMKind7b0X9c2KC/0hzuvy0iPc4cD2r+WwRZyD+vPMjurvm1J4fIT8xJvjyll/60WP383SLYkcWpG9H3ua2W07+Lw+QmqNPXPzI7ntRb+s4Mz8m8nE/1iMzeU5sULsu9yOSl9bL/260+7fBv9b9vXU8sdBWftv3Uj4er873/MhfpUkyvKC1aY32SGvdTo9H71/3t0sc5+Zu/73N6f7KWXvH8evxPX6MImdEvm5vUF7+gaH2v9ki/6+jP+c3O+rXOk5OL6g9t+/6U+rT/gsaZPtz4uJM+XMtKj8ixteOj8tu635XK0ni4855jiioZI+c9L+bpS6/ulH2oLyUJQQgAAEIdFUCmynxs8dK/VKZn0wJ/0jpI0Xpj+OKpF9S4om9J1iL4gtraEHxuZz0+fC/EOqJmL9wl4b/sLzifSfXE47XorwUOqFBcV4OG+o16VcOlk6ZJr2jSfpGq9Qn4D5hch7+wnd/58ZEotZ49ZIkY6P+7yJvq9t13Ka27/qfdt1/QHoLb5kl+8Gi9Pb50ld9C0jmeku//Ka1lC46K8b/TXPT/r452fvEBNMTx9dK8i9ZIn2yKPXy9Ze05kdb7c9q35w8fUJlJcnyktbiPCnZs8oT1MkXqd5H0dCAvFb2ivrfGiTbj8K9/57svjlptXl4Qvi2qq1dzitqdfcvSw/cW/r7p6Tlljv3VsmWEeATtKXL0jX659N21mouynPlVOn0G9IRw4en7XLWcceoZP+c9KGi1I+m+2VDg4+Vv9blFZNVY0aT9FdF6Wdz0m/XSS8YLY2fdCf/86jsF0vSeLAlOfow2ffPk2aX99+V9gwLDh+He34cP48tkMN3YM8dJbvW/X1UfG+0ld+KVvX/r9Mi0ZCTM/vx6wNVMCW4OrrW7XznHdX0ExRux/pa5GO7Wj3xJEVuHRWKsR//4zo5nilJ4wGlxNsd4UmvnNZGjpXuHcfV986TXes46bub6nm59nhbYY+0f8T5c+KpBenyN0qy582RDrxE2tb9rlaS5FWvZNTj/5VSuuA3kd8DxbQfCwIQgAAEuhoBz4Aj72dLWumRk447R5pdvveuPLPmSm+IieBXY6LgOyB7zVT5yyVpXOhPngj7gLz8txelI4dLP5+TnpSXnjNW2quX1CeujxdlP71I6uVDj2jN/fXZXbYnWr5TdWuT/Bc2SJOidFxMdDwxfPEF+auN/8c6xV88RXpR5N8z8p8U/lJJ5Xf/Ulpt+4pef3l3s3w75dYv6whP0zS1OnVq+7TeI8bjqkxzt8yWY+JoaZ+c9IHY3mEjZG/qcvVK1fSJndvxCYAvLPilpzvmFNGzp3SHsGUlyfNPe23jun9/lZ8wVOoTiX75dD2Pw7R3fevlJfL9okk6pCAdPV66oyQ5LXNct1ceDy9QB62taTWn6H49eTJ49d1FRaeOlN4R+9cVquXgeF9IsL1nzmsb1y8NSJcfVZDdMyedWZRmL3TIW/vy9VK6jh+F/lI+7R9/mWx/nk5vkr06HVbW8p28vXIKiY/xxJ+Lb8d+cwMH5r22YS23vweflI5vK7/GGWrv4jj+98vJPqpO2kuS+PO0vbczmt9kOXpguurWW8p+oCg9oG+63I/i2+sLQc8+bU9aax0nE+P77a571c5Zo6S+AOfWaz3ePunjxnmiEIAABCDwaSOwRXqDPirJHh1fYH6EyXd0HN27j9aGHyv9m7xLpHFjJvEdq9+X5PdLcnzl/t2i/M/GxPbwaG9oTn6fCNx4m2wvN4uVQ+OLP3uCOqtJAYWCtF8/aY+YGDwTX/TF+fKPKEkHHildGScsstYtq4332w19ojBl6ro2/rTmK9iHxfbOnqPyattPt7bOGnem1rvHdq4r6Zi115ZtvN2XV6TLt0qb61n+dzNvltJFm8U4PTj2z633qHzfnNSPEpt3unbbLf8m+1sHq607Z0nnzJP2y0n/pUF62+3SSsuJ5ytiYoN00CHSSZIkn4+VGmXadargE9QzCrKvbpL6TpGsJGmvPJZXGA/uL6v+jfBdD6rE4+So2N8vLMzW2LDdLePu3ivt8AW4tHd9yyeALvEJ4Dkj7JH6t3lpb2VrvTwzVZ57SY7+Jek+OekT86UeZ7KSxHn40WX7s7pkqTz+ePPnsOOyvBaWXLJhLbe/25vfu++o/xlN0nMbpDOnSM+cLPWyrduZ5dIt8z3pfqrVJSVFfjUqDIzvrQeK4aggvlNZLsy8qx0n/o3nrx5Ri01N0sunSa8KrrLWLdesW93gmvNwYXsfN263WvXxsM8+qrEg5hm+IFNtO8RBAAIQgMAnTSDO9HpGvz1zWvGV2tlNsncJv6z/f3T1dK1tHo5+e2tlUkwUfALp3xC5/ex5kyeibtfl98yVZ2lJOuQ46WGHSMeNld49X7pdZiI662b5Txwq/efx0u+OlnpC1ycn23fsduot2y9hkLVuAlht/O/ii/CbebXgR1T9KO9h4V8ccbXm47yyunCRPD4B72j1y4Oyedh+9FGvST2O9h2Q9vuR7vNHyT839qujfKfkmCPkOWg/6TMlaXdJYg1zrfjChB3ZOJ/QZ/09XCHUL+24tyjH0BiXe+4hu36y1G8llrX+0sfFeQ0q88Rv95zsPUJlJckXwvaEy/5y+nBw9xMGnl9f/cN0jbbm4ePVrfq4t20tl7f3y5CTFek7Y76zd1zsb7fj9n0hw35r5mMg6Z9zifS2G6Tl8ukeO9wvjXJtXwg5e4w8/k3w9Liz57hq1dwd3y+nNd8pu68o+765Ui9PG661b+Slg+ukI06Vbu4dLXPt0tvr/3vq8bttRPgnG30yAO8IXm6o2v3dUfz8yLZPfHzc3DbLGUrbup3ZO9o7BJdBA9P9ZD8f0qXrrNmZzzMf94fnFXNI6KkF2VtlQHvcq3T9Za3jZMJl0U80ZY6+QOwenIa/D99rdYl0mzD9W/HnLk+Xt/W4yfLN2v6ccK/bxn4aUifPT66XPvWU9IJ6R6IQgAAEINAlCPhlB76y6DunveOEbUV8gw0raHP8kprlLbJdzy+BsP3LRpV/GPX98o2p4ffLP6bUp+MG5WX/V8T5ZSCrox3bpxcU91Sz1P2W06uiPb9EpVycfzOrVpOk1ni/VMK/afVLLaxzIl+/3KTW9p1XV9ERBWW6MvbfW6H3B4f7Qs+IuOx2nRJ+/3b55kZF+LfL3xsje2KDNLtfJ9fL7wl9ttx3YP1Iqcv922pPwP7Qona8H5eE7d9GP9as8qEFaaXlQxH/0RpFerz4Drz78cuZ/Gh6pXZd/k8FrfklSPZntdY8jo92nZ95zWxUy37JkPuptF98wcL7tzV4nN+gFp5pkfpz5ILwn1KQ3y+Z+k3E+ThfHLb/L6iik2RC1HfeVr8ExnEeN/7ccZw/L/1vLhxfTuc2q8TjfWHkdV2j/B7HR8bE2u18Nibc2ZfBmMOMqO/4H9ZrzXlaPb4dZ96LI4+7mlVijh6HHm9HR17V7m/301783J7V+V2Z2X6XW2vdTteb1KA1b+/7a2R7/5mrX170lQGuuWE1R/8Ew/U9rvx94CcJGmO7HLcq+j+5sOH2ax0n48aoHY8jHzejw+/v6ddbFOft8/fVI83y+3PrpsjXFxrbut/9eftG9G8OD0e/vsDjCzV+Z4Q/N04rKL/pkZfrfz+2T6UsIQABCEDgU0vAE9FcTptou7032Ff4/3pntew7ju3dT0e15y9U/4a2o/rp7O16oubfWPktuJXy9ttVPYHzWzXNtVL99ir3hNgTHl8o8QTWfp9oVZufL2hk89zStzCyBVXaPh53jAtNlap1VB6V+nW57/SVO76zPDwxt9/1vthfLdrv9jdV/XbXXXOb1oLfTu3abq9vje35gmF7fY747by+c/9XOzjD9lVvb3vxu6Re+e1f4cTQW7Gp2+kLEP7+cXttVbfrO5NtbS9bv9pxUu634fb7eMq2b9txtrPa1v2eba+c7Tz9/ZCNM4+sHxsCEIAABCAAAQh0WQKewPsE9IS6DW9KoSC/nzioNIHbcCt4IQCBPxEYmBcHH3c+vm6NO2MqZQkBCEAAAhCAAAQgAIG/MAJ+dO36mBg/3SIAtzdLfxr+X4T6Efi/MExsLgTalYCflGiJ4+2JON78BEa7dkZjEIAABCAAAQhAAAIQ6OoE/OhgV98O8ocABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgMDGCPwfqaq+XcJcT0UAAAAASUVORK5CYII="},"ee2ad854-8284-4030-bd8b-5e4351f5262d.png":{"image/png":"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"},"78c9c82a-1df7-4613-a1c4-e345aeacb075.png":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAdQAAAA3EAYAAADlEGe3AAAMTGlDQ1BJQ0MgUHJvZmlsZQAASImVVwdYU8kWnltSIQQIREBK6E0QkRJASggtgPQiiEpIAoQSY0JQsaOLCq5dRLCiqyCKHRCxYVcWxe5aFgsqK+tiwa68CQF02Ve+N983d/77z5l/zjl35t47ANDb+VJpDqoJQK4kTxYT7M8al5TMInUCMtAFakAbWPAFciknKiocwDLQ/r28uwkQZXvNQan1z/7/WrSEIrkAACQK4jShXJAL8UEA8CaBVJYHAFEKefOpeVIlXg2xjgw6CHGVEmeocJMSp6nwlT6buBguxE8AIKvz+bIMADS6Ic/KF2RAHTqMFjhJhGIJxH4Q++TmThZCPBdiG2gD56Qr9dlpP+hk/E0zbVCTz88YxKpY+go5QCyX5vCn/5/p+N8lN0cxMIc1rOqZspAYZcwwb0+yJ4cpsTrEHyRpEZEQawOA4mJhn70SMzMVIfEqe9RGIOfCnAEmxGPkObG8fj5GyA8Ig9gQ4nRJTkR4v01hujhIaQPzh5aJ83hxEOtBXCWSB8b225yQTY4ZmPdmuozL6eef82V9Pij1vymy4zkqfUw7U8Tr18ccCzLjEiGmQhyQL06IgFgD4gh5dmxYv01KQSY3YsBGpohRxmIBsUwkCfZX6WOl6bKgmH77nbnygdixE5liXkQ/vpqXGReiyhX2RMDv8x/GgnWLJJz4AR2RfFz4QCxCUUCgKnacLJLEx6p4XE+a5x+jGovbSXOi+u1xf1FOsJI3gzhOnh87MDY/Dy5OlT5eJM2LilP5iZdn8UOjVP7ge0E44IIAwAIKWNPAZJAFxK1d9V3wTtUTBPhABjKACDj0MwMjEvt6JPAaCwrAnxCJgHxwnH9frwjkQ/7rEFbJiQc51dUBpPf3KVWywVOIc0EYyIH3ij4lyaAHCeAJZMT/8IgPqwDGkAOrsv/f8wPsd4YDmfB+RjEwI4s+YEkMJAYQQ4hBRFvcAPfBvfBwePWD1Rln4x4DcXy3JzwltBEeEW4Q2gl3JokLZUO8HAvaoX5Qf37SfswPbgU1XXF/3BuqQ2WciRsAB9wFzsPBfeHMrpDl9vutzApriPbfIvjhCfXbUZwoKGUYxY9iM3Skhp2G66CKMtc/5kfla9pgvrmDPUPn5/6QfSFsw4ZaYouwA9g57CR2AWvC6gELO441YC3YUSUeXHFP+lbcwGwxff5kQ52ha+b7k1VmUu5U49Tp9EXVlyealqfcjNzJ0ukycUZmHosDvxgiFk8icBzBcnZydgVA+f1Rvd7eRPd9VxBmy3du/u8AeB/v7e098p0LPQ7APnf4Sjj8nbNhw0+LGgDnDwsUsnwVhysvBPjmoMPdpw+MgTmwgfE4AzfgBfxAIAgFkSAOJIGJ0PtMuM5lYCqYCeaBIlACloM1oBxsAltBFdgN9oN60AROgrPgErgCboC7cPV0gBegG7wDnxEEISE0hIHoIyaIJWKPOCNsxAcJRMKRGCQJSUUyEAmiQGYi85ESZCVSjmxBqpF9yGHkJHIBaUPuIA+RTuQ18gnFUHVUBzVCrdCRKBvloGFoHDoBzUCnoAXoAnQpWoZWorvQOvQkegm9gbajL9AeDGBqGBMzxRwwNsbFIrFkLB2TYbOxYqwUq8RqsUb4nK9h7VgX9hEn4gychTvAFRyCx+MCfAo+G1+Cl+NVeB1+Gr+GP8S78W8EGsGQYE/wJPAI4wgZhKmEIkIpYTvhEOEM3EsdhHdEIpFJtCa6w72YRMwiziAuIW4g7iGeILYRHxN7SCSSPsme5E2KJPFJeaQi0jrSLtJx0lVSB+kDWY1sQnYmB5GTyRJyIbmUvJN8jHyV/Iz8maJJsaR4UiIpQsp0yjLKNkoj5TKlg/KZqkW1pnpT46hZ1HnUMmot9Qz1HvWNmpqamZqHWrSaWG2uWpnaXrXzag/VPqprq9upc9VT1BXqS9V3qJ9Qv6P+hkajWdH8aMm0PNpSWjXtFO0B7YMGQ8NRg6ch1JijUaFRp3FV4yWdQrekc+gT6QX0UvoB+mV6lyZF00qTq8nXnK1ZoXlY85ZmjxZDa5RWpFau1hKtnVoXtJ5rk7SttAO1hdoLtLdqn9J+zMAY5gwuQ8CYz9jGOMPo0CHqWOvwdLJ0SnR267TqdOtq67roJuhO063QParbzsSYVkweM4e5jLmfeZP5aZjRMM4w0bDFw2qHXR32Xm+4np+eSK9Yb4/eDb1P+iz9QP1s/RX69fr3DXADO4Nog6kGGw3OGHQN1xnuNVwwvHj4/uG/GaKGdoYxhjMMtxq2GPYYGRsFG0mN1hmdMuoyZhr7GWcZrzY+ZtxpwjDxMRGbrDY5bvIHS5fFYeWwylinWd2mhqYhpgrTLaatpp/NrM3izQrN9pjdN6eas83TzVebN5t3W5hYjLWYaVFj8ZslxZJtmWm51vKc5Xsra6tEq4VW9VbPrfWsedYF1jXW92xoNr42U2wqba7bEm3Zttm2G2yv2KF2rnaZdhV2l+1Rezd7sf0G+7YRhBEeIyQjKkfcclB34DjkO9Q4PHRkOoY7FjrWO74caTEyeeSKkedGfnNydcpx2uZ0d5T2qNBRhaMaR712tnMWOFc4Xx9NGx00es7ohtGvXOxdRC4bXW67MlzHui50bXb96ubuJnOrdet0t3BPdV/vfoutw45iL2Gf9yB4+HvM8Wjy+Ojp5pnnud/zLy8Hr2yvnV7Px1iPEY3ZNuaxt5k333uLd7sPyyfVZ7NPu6+pL9+30veRn7mf0G+73zOOLSeLs4vz0t/JX+Z/yP8915M7i3siAAsIDigOaA3UDowPLA98EGQWlBFUE9Qd7Bo8I/hECCEkLGRFyC2eEU/Aq+Z1h7qHzgo9HaYeFhtWHvYo3C5cFt44Fh0bOnbV2HsRlhGSiPpIEMmLXBV5P8o6akrUkWhidFR0RfTTmFExM2POxTJiJ8XujH0X5x+3LO5uvE28Ir45gZ6QklCd8D4xIHFlYvu4keNmjbuUZJAkTmpIJiUnJG9P7hkfOH7N+I4U15SilJsTrCdMm3BhosHEnIlHJ9En8ScdSCWkJqbuTP3Cj+RX8nvSeGnr07oFXMFawQuhn3C1sFPkLVopepbunb4y/XmGd8aqjM5M38zSzC4xV1wufpUVkrUp6312ZPaO7N6cxJw9ueTc1NzDEm1JtuT0ZOPJ0ya3Se2lRdL2KZ5T1kzploXJtssR+QR5Q54O/NFvUdgoflI8zPfJr8j/MDVh6oFpWtMk01qm201fPP1ZQVDBLzPwGYIZzTNNZ86b+XAWZ9aW2cjstNnNc8znLJjTMTd4btU86rzseb8WOhWuLHw7P3F+4wKjBXMXPP4p+KeaIo0iWdGthV4LNy3CF4kXtS4evXjd4m/FwuKLJU4lpSVflgiWXPx51M9lP/cuTV/ausxt2cblxOWS5TdX+K6oWqm1smDl41VjV9WtZq0uXv12zaQ1F0pdSjetpa5VrG0vCy9rWGexbvm6L+WZ5Tcq/Cv2rDdcv3j9+w3CDVc3+m2s3WS0qWTTp83izbe3BG+pq7SqLN1K3Jq/9em2hG3nfmH/Ur3dYHvJ9q87JDvaq2KqTle7V1fvNNy5rAatUdR07krZdWV3wO6GWofaLXuYe0r2gr2KvX/sS913c3/Y/uYD7AO1By0Prj/EOFRch9RNr+uuz6xvb0hqaDsceri50avx0BHHIzuaTJsqjuoeXXaMemzBsd7jBcd7TkhPdJ3MOPm4eVLz3VPjTl0/HX269UzYmfNng86eOsc5d/y89/mmC54XDl9kX6y/5HaprsW15dCvrr8eanVrrbvsfrnhiseVxrYxbceu+l49eS3g2tnrvOuXbkTcaLsZf/P2rZRb7beFt5/fybnz6rf83z7fnXuPcK/4vub90geGDyp/t/19T7tb+9GHAQ9bHsU+uvtY8PjFE/mTLx0LntKelj4zeVb93Pl5U2dQ55U/xv/R8UL64nNX0Z9af65/afPy4F9+f7V0j+vueCV71ft6yRv9Nzveurxt7onqefAu993n98Uf9D9UfWR/PPcp8dOzz1O/kL6UfbX92vgt7Nu93tzeXilfxu/7FcCA8miTDsDrHQDQkgBgwHMjdbzqfNhXENWZtg+B/4RVZ8i+4gZALfynj+6Cfze3ANi7DQArqE9PASCKBkCcB0BHjx6sA2e5vnOnshDh2WBz/Ne03DTwb4rqTPqD30NboFR1AUPbfwF1XIMX0cSoCAAAADhlWElmTU0AKgAAAAgAAYdpAAQAAAABAAAAGgAAAAAAAqACAAQAAAABAAAB1KADAAQAAAABAAAANwAAAAAf7J/uAAAUiklEQVR4Ae2deZhU1ZnGLyqgcSMTY8BxKVwCxo2YZEYnmVCiGdeMrRIUR6FQIlHjAA8aFJFuRh81GTPAiOsw6TYJoiNGcMVo7GJ01IwrLoH4RLqMSFAxNq6IIjPJ+73w3AtFVdHdPt3m13/c937f+c453/3dc6vOXep2kvAHAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIdCIC3TpRLqTyqSFQV6dN2TW38U2a+XOV77Sz9JB8On5lq+zrm9L+StboMYroHoFXTK1Ug/JPgkB77Zdtt1O2I05LZ724JPvOOWl/1hpSJ0/vXLrkmqtkf/hh2r+p1oABqvnNfLqFefNkv7Ao7W8va/PN1VL+76XHDpeuKEl/NEX69ltSlhDojAS+kVdWg2P8XnaB7FeXdcZsyQkCEIAABCAAgU5NoEcPpXdns3TNGmlr6Od2SKe/2WayTy5IF7VIe/WSVrvcLk5cPo5+3O8Omf6qbY+49iHQUfvlB2OUn/fz3Obq8t0vThxdz+o8q2ulcpRPFB+NvNzPKYXKddsS8W/1qu3+fGHAdkf335bcqdv5CWyzjXKc3tixuc5rVvset2fG8Z7tNZ+XZ1ghW4INAQhAAAJdk8AWXTNtsu7cBFatUn4vFKVH56WvlqRvLJd6+fHHWiveL/32QGlrqyOq07fijtD3xyrew3t5pr/qWiOqvQh01H5ZWuP48PYset5rHaurV6v91zq2m7Wtd49HBkY1rHX9eeU/Z8h+7NHQJ9LlWBCohoAvJF5zpaJ3zVVTa9NjGuKO6TOHq43Z8cSNW+zTW2s/jRPlH01zCQoBCEAAAl2bQMzgPbHxF9AHH2izusUjwFtuJfvDOPH46KPOtdm+U9Gj58bzWhXb5YnjxqMpbSuBOO9c20zWXlsQK6tjXGXjPA5PHq7AwXECu7Ake+kKqYflHtvL9tJ3dI84Sp6BB7hEOm++dFi0/34UT4oJ0rJ4pMx3dAfXKeDIyOMPEb/0pVgJuWaqVt4scyLlOxFnjVTc1yKvlVH/xrlauWdOOMrIHjkVnBX5O2xNrPz7DVrxI6fe/ocWyH/f/dJq8/iHvOIPj+2XlSRXRT9nRB6fy6nkiein3H7xBY2+EX9O1P9iXvUXFaVuv6UkO7uMGzvJZfUq2TsvnRN5NTXJrnbp/T1htGrskpM2RXv3FmVXWq7JBOy7mxw/a5TGeWwy/TrZj8eJpKt97SCtnT1KGsM9mTZZ9uKS9NIJ0s9I1i4vGqfV8RHv4+msMfIfGuPO4/hnkcevI49a9/d3R6jdtvL7Tp3aOShzvC7vJv/lsT2XTJK9pSS5+gatLH5Jembsv0rbWa6/S+PR7x+crfa2iH5+G+1f3xSOCnLgAAWMinx6Rfyc+VqZ1SQ9L/ZL7+1l/7GbdPZN0knjpfdEvZ83ya52nCg6SY4PvkcfK8/nc9L58bkzbbpsf7/eeK3s4wvSV0rSH9dLr71Z+voy6aYeNwfFeP/O4WrHy9321JqfiJl3j2wflyfEdvQJbhdOdk0UAhCAAAS6JIElLUp71RqpH4G7tlH2B+FfEHGdbSOzjwK9Enl6u5z/qYXOlvmnO58r6rV9fkRrYYXx84Xeip/ZmOZyaD7dztdjAnNhg/w3RvyuuXSc+/WJoC/EeDy4/MFm1bsl2rH/+rBVmiTFiPtwjTw77yzNPsp8ZdSr9Miox+1vW9TOZ+LM4sWw3U///s5g4zoj+nX+Tzan453PS9H+VtFfrXn4BGdZtOP+/jf6+2P4zXmv2F+Os3q/7Bj7/Z01ytcnmH+XqZfdnlMKind7b0X9c2KC/0hzuvy0iPc4cD2r+WwRZyD+vPMjurvm1J4fIT8xJvjyll/60WP383SLYkcWpG9H3ua2W07+Lw+QmqNPXPzI7ntRb+s4Mz8m8nE/1iMzeU5sULsu9yOSl9bL/260+7fBv9b9vXU8sdBWftv3Uj4er873/MhfpUkyvKC1aY32SGvdTo9H71/3t0sc5+Zu/73N6f7KWXvH8evxPX6MImdEvm5vUF7+gaH2v9ki/6+jP+c3O+rXOk5OL6g9t+/6U+rT/gsaZPtz4uJM+XMtKj8ixteOj8tu635XK0ni4855jiioZI+c9L+bpS6/ulH2oLyUJQQgAAEIdFUCmynxs8dK/VKZn0wJ/0jpI0Xpj+OKpF9S4om9J1iL4gtraEHxuZz0+fC/EOqJmL9wl4b/sLzifSfXE47XorwUOqFBcV4OG+o16VcOlk6ZJr2jSfpGq9Qn4D5hch7+wnd/58ZEotZ49ZIkY6P+7yJvq9t13Ka27/qfdt1/QHoLb5kl+8Gi9Pb50ld9C0jmeku//Ka1lC46K8b/TXPT/r452fvEBNMTx9dK8i9ZIn2yKPXy9Ze05kdb7c9q35w8fUJlJcnyktbiPCnZs8oT1MkXqd5H0dCAvFb2ivrfGiTbj8K9/57svjlptXl4Qvi2qq1dzitqdfcvSw/cW/r7p6Tlljv3VsmWEeATtKXL0jX659N21mouynPlVOn0G9IRw4en7XLWcceoZP+c9KGi1I+m+2VDg4+Vv9blFZNVY0aT9FdF6Wdz0m/XSS8YLY2fdCf/86jsF0vSeLAlOfow2ffPk2aX99+V9gwLDh+He34cP48tkMN3YM8dJbvW/X1UfG+0ld+KVvX/r9Mi0ZCTM/vx6wNVMCW4OrrW7XznHdX0ExRux/pa5GO7Wj3xJEVuHRWKsR//4zo5nilJ4wGlxNsd4UmvnNZGjpXuHcfV986TXes46bub6nm59nhbYY+0f8T5c+KpBenyN0qy582RDrxE2tb9rlaS5FWvZNTj/5VSuuA3kd8DxbQfCwIQgAAEuhoBz4Aj72dLWumRk447R5pdvveuPLPmSm+IieBXY6LgOyB7zVT5yyVpXOhPngj7gLz8txelI4dLP5+TnpSXnjNW2quX1CeujxdlP71I6uVDj2jN/fXZXbYnWr5TdWuT/Bc2SJOidFxMdDwxfPEF+auN/8c6xV88RXpR5N8z8p8U/lJJ5Xf/Ulpt+4pef3l3s3w75dYv6whP0zS1OnVq+7TeI8bjqkxzt8yWY+JoaZ+c9IHY3mEjZG/qcvVK1fSJndvxCYAvLPilpzvmFNGzp3SHsGUlyfNPe23jun9/lZ8wVOoTiX75dD2Pw7R3fevlJfL9okk6pCAdPV66oyQ5LXNct1ceDy9QB62taTWn6H49eTJ49d1FRaeOlN4R+9cVquXgeF9IsL1nzmsb1y8NSJcfVZDdMyedWZRmL3TIW/vy9VK6jh+F/lI+7R9/mWx/nk5vkr06HVbW8p28vXIKiY/xxJ+Lb8d+cwMH5r22YS23vweflI5vK7/GGWrv4jj+98vJPqpO2kuS+PO0vbczmt9kOXpguurWW8p+oCg9oG+63I/i2+sLQc8+bU9aax0nE+P77a571c5Zo6S+AOfWaz3ePunjxnmiEIAABCDwaSOwRXqDPirJHh1fYH6EyXd0HN27j9aGHyv9m7xLpHFjJvEdq9+X5PdLcnzl/t2i/M/GxPbwaG9oTn6fCNx4m2wvN4uVQ+OLP3uCOqtJAYWCtF8/aY+YGDwTX/TF+fKPKEkHHildGScsstYtq4332w19ojBl6ro2/rTmK9iHxfbOnqPyattPt7bOGnem1rvHdq4r6Zi115ZtvN2XV6TLt0qb61n+dzNvltJFm8U4PTj2z633qHzfnNSPEpt3unbbLf8m+1sHq607Z0nnzJP2y0n/pUF62+3SSsuJ5ytiYoN00CHSSZIkn4+VGmXadargE9QzCrKvbpL6TpGsJGmvPJZXGA/uL6v+jfBdD6rE4+So2N8vLMzW2LDdLePu3ivt8AW4tHd9yyeALvEJ4Dkj7JH6t3lpb2VrvTwzVZ57SY7+Jek+OekT86UeZ7KSxHn40WX7s7pkqTz+ePPnsOOyvBaWXLJhLbe/25vfu++o/xlN0nMbpDOnSM+cLPWyrduZ5dIt8z3pfqrVJSVFfjUqDIzvrQeK4aggvlNZLsy8qx0n/o3nrx5Ri01N0sunSa8KrrLWLdesW93gmvNwYXsfN263WvXxsM8+qrEg5hm+IFNtO8RBAAIQgMAnTSDO9HpGvz1zWvGV2tlNsncJv6z/f3T1dK1tHo5+e2tlUkwUfALp3xC5/ex5kyeibtfl98yVZ2lJOuQ46WGHSMeNld49X7pdZiI662b5Txwq/efx0u+OlnpC1ycn23fsduot2y9hkLVuAlht/O/ii/CbebXgR1T9KO9h4V8ccbXm47yyunCRPD4B72j1y4Oyedh+9FGvST2O9h2Q9vuR7vNHyT839qujfKfkmCPkOWg/6TMlaXdJYg1zrfjChB3ZOJ/QZ/09XCHUL+24tyjH0BiXe+4hu36y1G8llrX+0sfFeQ0q88Rv95zsPUJlJckXwvaEy/5y+nBw9xMGnl9f/cN0jbbm4ePVrfq4t20tl7f3y5CTFek7Y76zd1zsb7fj9n0hw35r5mMg6Z9zifS2G6Tl8ukeO9wvjXJtXwg5e4w8/k3w9Liz57hq1dwd3y+nNd8pu68o+765Ui9PG661b+Slg+ukI06Vbu4dLXPt0tvr/3vq8bttRPgnG30yAO8IXm6o2v3dUfz8yLZPfHzc3DbLGUrbup3ZO9o7BJdBA9P9ZD8f0qXrrNmZzzMf94fnFXNI6KkF2VtlQHvcq3T9Za3jZMJl0U80ZY6+QOwenIa/D99rdYl0mzD9W/HnLk+Xt/W4yfLN2v6ccK/bxn4aUifPT66XPvWU9IJ6R6IQgAAEINAlCPhlB76y6DunveOEbUV8gw0raHP8kprlLbJdzy+BsP3LRpV/GPX98o2p4ffLP6bUp+MG5WX/V8T5ZSCrox3bpxcU91Sz1P2W06uiPb9EpVycfzOrVpOk1ni/VMK/afVLLaxzIl+/3KTW9p1XV9ERBWW6MvbfW6H3B4f7Qs+IuOx2nRJ+/3b55kZF+LfL3xsje2KDNLtfJ9fL7wl9ttx3YP1Iqcv922pPwP7Qona8H5eE7d9GP9as8qEFaaXlQxH/0RpFerz4Drz78cuZ/Gh6pXZd/k8FrfklSPZntdY8jo92nZ95zWxUy37JkPuptF98wcL7tzV4nN+gFp5pkfpz5ILwn1KQ3y+Z+k3E+ThfHLb/L6iik2RC1HfeVr8ExnEeN/7ccZw/L/1vLhxfTuc2q8TjfWHkdV2j/B7HR8bE2u18Nibc2ZfBmMOMqO/4H9ZrzXlaPb4dZ96LI4+7mlVijh6HHm9HR17V7m/301783J7V+V2Z2X6XW2vdTteb1KA1b+/7a2R7/5mrX170lQGuuWE1R/8Ew/U9rvx94CcJGmO7HLcq+j+5sOH2ax0n48aoHY8jHzejw+/v6ddbFOft8/fVI83y+3PrpsjXFxrbut/9eftG9G8OD0e/vsDjCzV+Z4Q/N04rKL/pkZfrfz+2T6UsIQABCEDgU0vAE9FcTptou7032Ff4/3pntew7ju3dT0e15y9U/4a2o/rp7O16oubfWPktuJXy9ttVPYHzWzXNtVL99ir3hNgTHl8o8QTWfp9oVZufL2hk89zStzCyBVXaPh53jAtNlap1VB6V+nW57/SVO76zPDwxt9/1vthfLdrv9jdV/XbXXXOb1oLfTu3abq9vje35gmF7fY747by+c/9XOzjD9lVvb3vxu6Re+e1f4cTQW7Gp2+kLEP7+cXttVbfrO5NtbS9bv9pxUu634fb7eMq2b9txtrPa1v2eba+c7Tz9/ZCNM4+sHxsCEIAABCAAAQh0WQKewPsE9IS6DW9KoSC/nzioNIHbcCt4IQCBPxEYmBcHH3c+vm6NO2MqZQkBCEAAAhCAAAQgAIG/MAJ+dO36mBg/3SIAtzdLfxr+X4T6Efi/MExsLgTalYCflGiJ4+2JON78BEa7dkZjEIAABCAAAQhAAAIQ6OoE/OhgV98O8ocABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgMDGCPwfqaq+XcJcT0UAAAAASUVORK5CYII="}}},{"cell_type":"code","source":"# Don't panic—this is on purpose to show the error.\n# print(score)  # score is not defined yet","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:35.479824Z","iopub.execute_input":"2026-01-31T00:22:35.480947Z","iopub.status.idle":"2026-01-31T00:22:35.485247Z","shell.execute_reply.started":"2026-01-31T00:22:35.480915Z","shell.execute_reply":"2026-01-31T00:22:35.4839Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"score = 95\nprint(score)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:36.84728Z","iopub.execute_input":"2026-01-31T00:22:36.848182Z","iopub.status.idle":"2026-01-31T00:22:36.854058Z","shell.execute_reply.started":"2026-01-31T00:22:36.848147Z","shell.execute_reply":"2026-01-31T00:22:36.852745Z"}},"outputs":[],"execution_count":null},{"cell_type":"markdown","source":"TypeError — Trying to combine incompatible data types.","metadata":{},"attachments":{"29cdd984-ac04-453e-8cf4-7d0590030993.png":{"image/png":"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"},"cf011188-3fc9-40b6-9d92-0bed7a6b57a9.png":{"image/png":"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"},"7bcd63ba-2d98-4959-bbd7-fb75396eaf26.png":{"image/png":"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"},"7b842e0d-a32a-46e4-8f5c-5fa42ec37ca1.png":{"image/png":"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"}}},{"cell_type":"code","source":"# \"age: \" + 12  # string + integer → not allowed\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:43.146141Z","iopub.execute_input":"2026-01-31T00:22:43.146496Z","iopub.status.idle":"2026-01-31T00:22:43.15129Z","shell.execute_reply.started":"2026-01-31T00:22:43.146465Z","shell.execute_reply":"2026-01-31T00:22:43.150165Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"str(12)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:43.778582Z","iopub.execute_input":"2026-01-31T00:22:43.778944Z","iopub.status.idle":"2026-01-31T00:22:43.785804Z","shell.execute_reply.started":"2026-01-31T00:22:43.77892Z","shell.execute_reply":"2026-01-31T00:22:43.784843Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"\"age: \" + str(12)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:44.335359Z","iopub.execute_input":"2026-01-31T00:22:44.335675Z","iopub.status.idle":"2026-01-31T00:22:44.342417Z","shell.execute_reply.started":"2026-01-31T00:22:44.335645Z","shell.execute_reply":"2026-01-31T00:22:44.341452Z"}},"outputs":[],"execution_count":null},{"cell_type":"markdown","source":"NameError — Using a library before you import 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"},"82e42be3-dd27-4989-9b3d-f0606590c503.png":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAdQAAAA3EAYAAADlEGe3AAAMTGlDQ1BJQ0MgUHJvZmlsZQAASImVVwdYU8kWnltSIQQIREBK6E0QkRJASggtgPQiiEpIAoQSY0JQsaOLCq5dRLCiqyCKHRCxYVcWxe5aFgsqK+tiwa68CQF02Ve+N983d/77z5l/zjl35t47ANDb+VJpDqoJQK4kTxYT7M8al5TMInUCMtAFakAbWPAFciknKiocwDLQ/r28uwkQZXvNQan1z/7/WrSEIrkAACQK4jShXJAL8UEA8CaBVJYHAFEKefOpeVIlXg2xjgw6CHGVEmeocJMSp6nwlT6buBguxE8AIKvz+bIMADS6Ic/KF2RAHTqMFjhJhGIJxH4Q++TmThZCPBdiG2gD56Qr9dlpP+hk/E0zbVCTz88YxKpY+go5QCyX5vCn/5/p+N8lN0cxMIc1rOqZspAYZcwwb0+yJ4cpsTrEHyRpEZEQawOA4mJhn70SMzMVIfEqe9RGIOfCnAEmxGPkObG8fj5GyA8Ig9gQ4nRJTkR4v01hujhIaQPzh5aJ83hxEOtBXCWSB8b225yQTY4ZmPdmuozL6eef82V9Pij1vymy4zkqfUw7U8Tr18ccCzLjEiGmQhyQL06IgFgD4gh5dmxYv01KQSY3YsBGpohRxmIBsUwkCfZX6WOl6bKgmH77nbnygdixE5liXkQ/vpqXGReiyhX2RMDv8x/GgnWLJJz4AR2RfFz4QCxCUUCgKnacLJLEx6p4XE+a5x+jGovbSXOi+u1xf1FOsJI3gzhOnh87MDY/Dy5OlT5eJM2LilP5iZdn8UOjVP7ge0E44IIAwAIKWNPAZJAFxK1d9V3wTtUTBPhABjKACDj0MwMjEvt6JPAaCwrAnxCJgHxwnH9frwjkQ/7rEFbJiQc51dUBpPf3KVWywVOIc0EYyIH3ij4lyaAHCeAJZMT/8IgPqwDGkAOrsv/f8wPsd4YDmfB+RjEwI4s+YEkMJAYQQ4hBRFvcAPfBvfBwePWD1Rln4x4DcXy3JzwltBEeEW4Q2gl3JokLZUO8HAvaoX5Qf37SfswPbgU1XXF/3BuqQ2WciRsAB9wFzsPBfeHMrpDl9vutzApriPbfIvjhCfXbUZwoKGUYxY9iM3Skhp2G66CKMtc/5kfla9pgvrmDPUPn5/6QfSFsw4ZaYouwA9g57CR2AWvC6gELO441YC3YUSUeXHFP+lbcwGwxff5kQ52ha+b7k1VmUu5U49Tp9EXVlyealqfcjNzJ0ukycUZmHosDvxgiFk8icBzBcnZydgVA+f1Rvd7eRPd9VxBmy3du/u8AeB/v7e098p0LPQ7APnf4Sjj8nbNhw0+LGgDnDwsUsnwVhysvBPjmoMPdpw+MgTmwgfE4AzfgBfxAIAgFkSAOJIGJ0PtMuM5lYCqYCeaBIlACloM1oBxsAltBFdgN9oN60AROgrPgErgCboC7cPV0gBegG7wDnxEEISE0hIHoIyaIJWKPOCNsxAcJRMKRGCQJSUUyEAmiQGYi85ESZCVSjmxBqpF9yGHkJHIBaUPuIA+RTuQ18gnFUHVUBzVCrdCRKBvloGFoHDoBzUCnoAXoAnQpWoZWorvQOvQkegm9gbajL9AeDGBqGBMzxRwwNsbFIrFkLB2TYbOxYqwUq8RqsUb4nK9h7VgX9hEn4gychTvAFRyCx+MCfAo+G1+Cl+NVeB1+Gr+GP8S78W8EGsGQYE/wJPAI4wgZhKmEIkIpYTvhEOEM3EsdhHdEIpFJtCa6w72YRMwiziAuIW4g7iGeILYRHxN7SCSSPsme5E2KJPFJeaQi0jrSLtJx0lVSB+kDWY1sQnYmB5GTyRJyIbmUvJN8jHyV/Iz8maJJsaR4UiIpQsp0yjLKNkoj5TKlg/KZqkW1pnpT46hZ1HnUMmot9Qz1HvWNmpqamZqHWrSaWG2uWpnaXrXzag/VPqprq9upc9VT1BXqS9V3qJ9Qv6P+hkajWdH8aMm0PNpSWjXtFO0B7YMGQ8NRg6ch1JijUaFRp3FV4yWdQrekc+gT6QX0UvoB+mV6lyZF00qTq8nXnK1ZoXlY85ZmjxZDa5RWpFau1hKtnVoXtJ5rk7SttAO1hdoLtLdqn9J+zMAY5gwuQ8CYz9jGOMPo0CHqWOvwdLJ0SnR267TqdOtq67roJuhO063QParbzsSYVkweM4e5jLmfeZP5aZjRMM4w0bDFw2qHXR32Xm+4np+eSK9Yb4/eDb1P+iz9QP1s/RX69fr3DXADO4Nog6kGGw3OGHQN1xnuNVwwvHj4/uG/GaKGdoYxhjMMtxq2GPYYGRsFG0mN1hmdMuoyZhr7GWcZrzY+ZtxpwjDxMRGbrDY5bvIHS5fFYeWwylinWd2mhqYhpgrTLaatpp/NrM3izQrN9pjdN6eas83TzVebN5t3W5hYjLWYaVFj8ZslxZJtmWm51vKc5Xsra6tEq4VW9VbPrfWsedYF1jXW92xoNr42U2wqba7bEm3Zttm2G2yv2KF2rnaZdhV2l+1Rezd7sf0G+7YRhBEeIyQjKkfcclB34DjkO9Q4PHRkOoY7FjrWO74caTEyeeSKkedGfnNydcpx2uZ0d5T2qNBRhaMaR712tnMWOFc4Xx9NGx00es7ohtGvXOxdRC4bXW67MlzHui50bXb96ubuJnOrdet0t3BPdV/vfoutw45iL2Gf9yB4+HvM8Wjy+Ojp5pnnud/zLy8Hr2yvnV7Px1iPEY3ZNuaxt5k333uLd7sPyyfVZ7NPu6+pL9+30veRn7mf0G+73zOOLSeLs4vz0t/JX+Z/yP8915M7i3siAAsIDigOaA3UDowPLA98EGQWlBFUE9Qd7Bo8I/hECCEkLGRFyC2eEU/Aq+Z1h7qHzgo9HaYeFhtWHvYo3C5cFt44Fh0bOnbV2HsRlhGSiPpIEMmLXBV5P8o6akrUkWhidFR0RfTTmFExM2POxTJiJ8XujH0X5x+3LO5uvE28Ir45gZ6QklCd8D4xIHFlYvu4keNmjbuUZJAkTmpIJiUnJG9P7hkfOH7N+I4U15SilJsTrCdMm3BhosHEnIlHJ9En8ScdSCWkJqbuTP3Cj+RX8nvSeGnr07oFXMFawQuhn3C1sFPkLVopepbunb4y/XmGd8aqjM5M38zSzC4xV1wufpUVkrUp6312ZPaO7N6cxJw9ueTc1NzDEm1JtuT0ZOPJ0ya3Se2lRdL2KZ5T1kzploXJtssR+QR5Q54O/NFvUdgoflI8zPfJr8j/MDVh6oFpWtMk01qm201fPP1ZQVDBLzPwGYIZzTNNZ86b+XAWZ9aW2cjstNnNc8znLJjTMTd4btU86rzseb8WOhWuLHw7P3F+4wKjBXMXPP4p+KeaIo0iWdGthV4LNy3CF4kXtS4evXjd4m/FwuKLJU4lpSVflgiWXPx51M9lP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"},"d6390789-9ebe-47ce-9e09-65b6879d8622.png":{"image/png":"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"},"e4d67169-6b97-4538-9694-47e4451234bf.png":{"image/png":"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"}}},{"cell_type":"code","source":"# arr = np.array([1, 2, 3]) ","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:49.532918Z","iopub.execute_input":"2026-01-31T00:22:49.533261Z","iopub.status.idle":"2026-01-31T00:22:49.538719Z","shell.execute_reply.started":"2026-01-31T00:22:49.533238Z","shell.execute_reply":"2026-01-31T00:22:49.537593Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"import numpy as np\narr = np.array([1, 2, 3])\n\n# # Now it works! Let's print it to be sure.\nprint(arr)\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:50.101526Z","iopub.execute_input":"2026-01-31T00:22:50.101917Z","iopub.status.idle":"2026-01-31T00:22:50.108449Z","shell.execute_reply.started":"2026-01-31T00:22:50.101894Z","shell.execute_reply":"2026-01-31T00:22:50.107263Z"}},"outputs":[],"execution_count":null},{"cell_type":"markdown","source":"FileNotFoundError — When the computer can't find your file.","metadata":{},"attachments":{"2f931af3-97a9-4fad-bc34-a07bb77085ab.png":{"image/png":"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"},"9c7c3ee1-b530-4504-bca1-73cca0ab15a0.png":{"image/png":"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"},"1471ba3d-fef2-46cb-9dcf-dc186edb8cab.png":{"image/png":"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"}}},{"cell_type":"code","source":"# pd.read_csv(\"/no/such/folder/train.csv\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-01-31T00:22:55.922184Z","iopub.execute_input":"2026-01-31T00:22:55.922467Z","iopub.status.idle":"2026-01-31T00:22:55.9272Z","shell.execute_reply.started":"2026-01-31T00:22:55.922446Z","shell.execute_reply":"2026-01-31T00:22:55.925914Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null}]}