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# System prepended metadata

title: 資訊科技筆記

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# 資訊科技筆記 
## 目錄 	:eyes:
- 流程圖
- 打字速度練習
- python網站
- Googie協作平台報告
- 學習心得
### ==流程圖==
網頁連結:
https://app.diagrams.net/

練習圖片:
![](https://i.imgur.com/gaD2X5H.png)

### ==打字速度練習== :page_facing_up: 
網頁鏈結:
https://www.typing.com/

練習圖片:
![](data:image/png;base64,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)

### ==python網站==
網頁連結:
https://colab.research.google.com/?utm_source=scs-index

練習圖片:
![](https://i.imgur.com/HQTUrRz.png)
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAX8AAALACAYAAAB7MHJaAAAgAElEQVR4Ae2cO641yXGtj8sB9AAaEDgQDYMCCNDUEGhd89KleW0OgLYsufI0ADocgR7Qo/U+F9HiYi9GRz6qTtXeVZXfAarjmZFZKyPXzn//5++PT35AAARAAASWQ+BjuTfmhUEABEAABD4hf5oABEAABBZEAPJfcNN5ZRAAARCA/OkBEAABEFgQAch/wU3nlUEABEDg47vvvvvkAQN6gB6gB9bqAcifDz8+/OkBemDBHoD8F9x0bnhr3fDYb/a76gHIH/Ln1kcP0AML9gDkv+CmV7cAfNwO6YG1egDyh/y59dED9MCCPQD5L7jp3PDWuuGx3+x31QOQP+TPrY8eoAcW7AHIf8FNr24B+Lgd0gNr9QDkD/lz66MH6IEFewDyX3DTueGtdcNjv9nvqgcgf8ifWx89QA8s2AOQ/4KbXt0C8HE7pAfW6oHN5P+LX/ziU89Msyg35Ez+E3I+Pj4e8a5PeY8r9NTZWPbq92JXwIY1vOdDZxf579msVcj/KQftKe+xp1ePHvMqLHvz9GJHvy/13kPmW3Fflvx/+fOfnnI7z4fsJ7/62Wd+8iblMYr7OPlctsZFThXzeqF7raz7+DxuNFa1Zsb5PK1x8rusxineWp+vR7kuW+MipzdfL9Yaq7X4/CNdY1z6mN46ejGvgX4P4j5in5Yl/73g9T40qgOWCSXbsY4jx+m9cs1q3spXje/lKb+SeVy2Y8zedeZxUSvq68nryXO7rTHuy+Or+ZSzNebzuK56LTmTu3UtrbnwP/9DAPLf+Be+XyF/P7xxSHVQXUr33DiIsnvjejGN90Nd+SKuNSi3lad4S/o41/euszfO1+BzyZ992Y687OvN14tpzpCR53aeo5rX812vxno89Dyfx3sxz0N/PvF/3ytbN3rvd/d7x1XrCwLOj/LcHz7ZrXj2V2Pcp3ohNVZydLiqwxtj9KhOJfNYjanmbMW8hut5vlwzcv1RvvtcV9xlxN0Ofe86W+NUv5pLMckqp/L11jmKKa45Q1ZzVD4fIz3y/JHfZd672ZjnoUP+Pzqs0RR7SXzvuFYjZvKt7OzzWlUsfO53XWMrn2K9g9c64CMii9rV2N64VsyJo6oZc1XvkHOzrfdvyVb+3nW2xmn+1nyjeGtcb75eLOaLuOYNWc1R+XyM9JyX7cjL82nsKOZ56JD/nzStGmIvie8dp3mzzCQ8skfjIz5TI+d43d7BywdVpBHjNc59qrtlnI/PNXOdqF/5NE7zV7IaV+XJl/P3rrM3TnOFzPPtjfXm68V8vshzu1pb5fMxLb0al+fzsb2Y56FD/n/StGqIvSS+d5zmzTKT8MgejY/4TI2c43V7h6s6qBrbGtcbE2Nb46pYVSv7WvVyXrb1Hi3Zy89zVrmVL4/zuav8iLf8GtuL9+bbEqvmqHxak8ucl+3I3bIWr42+BuH7Pt/2L3wzCY9sf+nQc37lm8nJdVuHrzqoGluNyfnZjrHVuFbNanz2terlvGxrzpbs5ec5q9zKl8f53FV+9mU7xlc+1e3N14vF+Bz3eVzXGrJPa8j+bOd5NK5ag8fQ1yP+73ti68bvvcHvHddaXxCzP8pzn3TFQsrnMvsru6rhPumtA5gPqvJbMvLz08qd9Y/qtdYe9X3s7HzKi7HSZ6TPtWVsHudj98Zm1jvKqXDVevLYll95ioeUT7KaZyamHORaHwK7bv5B5LNkrtzZ/NkGDPKezX11Xu8Qvnots/Pdcc2z73aFvLPx7dXvxa6ADWt4z4fOZvK/wkblW/sV1sQa3tPA4A7u9MC+Hrgl+bPZ+zYb3MCNHqAH1AOQ/8Z/4SvgkBwieoAeuHMPQP6Q/2X/7uTOB4u188Fw9R6A/CF/yJ8eoAcW7AHIf8FNv/qNhPVxa6YHzu8ByB/y59ZHD9ADC/YA5L/gpnOrOv9WBcZgfPUegPwhf2599AA9sGAPQP4LbvrVbySsj1szPXB+D0D+kD+3PnqAHliwByD/BTedW9X5tyowBuOr9wDkD/lz66MH6IEFewDyX3DTr34jYX3cmumB83vg45MfEAABEACB5RCA/Jfbcl4YBEAABD4/IX+6AARAAAQWRADyX3DTeWUQAAEQgPzpARAAARBYEAHIf8FN55VBAARAAPKnB0AABEBgQQQg/wU3nVcGARAAAcifHgABEACBBRGA/BfcdF4ZBEAABCB/egAEQAAEFkQA8l9w03llEAABEHgk+X/77befenyL5XOpuPukKzaSypcc5RMHARAAgXcj8DjyDwL2H7dd95zQcyzbOV92zsu28pAgAAIgcCUEIP8/7IaTtuu9zZrN69UgBgIgAALvQOB25B+EWz0t8Jyg87iZMa2c8Ku21+3lEwMBEACBqyBwO/LfApzIWWNGduTlHI2tpEjfY1vG+zh0EAABEHglAo8l/xkSrnIqX2tDqtzK1xqPHwRAAATehcAjyb9FwNmf7diEytfanCq38rXG4wcBEACBdyHwOPLP5Ou26wF4tnu+Lbnv2kzmBQEQAIFZBB5J/kHU/jgYLb9yWiRf+WOM12vlqDYSBEAABK6CwOPI/yrAsg4QAAEQuDICkP+Vd4e1gQAIgMBJCED+JwFLWRAAARC4MgKQ/5V3h7WBAAiAwEkIQP4nAUtZEAABELgyApD/lXeHtYEACIDASQhA/icBS1kQAAEQuDICkP+Vd4e1gQAIgMBJCED+JwFLWRAAARC4MgKQ/5V3h7WBAAiAwEkIQP4nAUtZEAABELgyApD/lXeHtYEACIDASQhA/icBS1kQAAEQuDICkP+Vd4e1gQAIgMBJCED+JwFLWRAAARC4MgKQ/5V3h7WBAAiAwEkIQP4nAUtZEAABELgyApD/lXeHtYEACIDASQhA/icBS1kQAAEQuDICkP+Vd4e1gQAIgMBJCED+JwFLWRAAARC4MgKQ/5V3h7WBAAiAwEkIQP4nAUtZEAABELgyApD/lXeHtYEACIDASQhA/icBS1kQAAEQuDICkP+Vd4e1gQAIgMBJCHx89913nzxgQA/QA/TAWj0A+fPhx4c/PUAPLNgDkP+Cm84Nb60bHvvNflc9APlD/tz66AF6YMEegPwX3PTqFoCP2yE9sFYPQP6QP7c+eoAeWLAHIP8FN50b3lo3PPab/a56APKH/Ln10QP0wII9APkvuOnVLQAft0N6YK0egPwhf2599AA9sGAPQP4Lbjo3vLVueOw3+131AOQP+XProwfogQV7APJfcNOrW8DI95tvvmkSRC+mujM5yu1J1ZHs5SoWuflRDMmteNUe2Ez+v/jFLz71zICm3JAz+U/I+fj4uMW7VusUqUpqP7Itf8hebG9e1NSjOWRnqTmyX7biIxn5mku5FUYzMeUg+XC5ag/sIv89L7MK+ffIYg9uZ42p1lmRnwjUpa+pGuNx15Xrvkr3POkjWdUJn8a14vIrT1L+kBVWivdiykHyAXDFHliW/H/6f/7fKbfzFhn88uc/PWW+vU2V1ynSk8x1K3/2ZTvXCHs2R3kuQ68e1a1iPZ/WFzmqIZ/LjNVszPPQ+QC4Wg8sS/57N6L3odEjib3z7R3X+7DZss6KPGNNTpjKcX9r3RrXinuNqq7GZ9mqp7xWfNbfw6wXm61PHh8Or+6Bx5F/HMTqOQrYFck/sBOJSu7BU2MlqxoR2/p4nZmxnj+r9wi+F5utTx7k/+oeuDX5Z5KfAS/IW4/nu8915cjnUjHJigTiBq5HeSHd57rH5A+psfKNbOX5WI2p1qlYlhWZRo77fUz43XZdMUmPSa9ilU/5WebckZ3Ht+weZr1Yqx5+yP7dPXBb8s8HLtsjYIPEc46IXf5WjuJZ9tZQkbAIWnU8x/WIu+16jlW15JPsrVM5kiLPrVLjJTW+ZcsfMnL9qXw5rvHub+nK3SJ7mPViW+Yglw+EV/bAbck/QIpDlw+efFlmUGeIfSbH6+a1eCwTdsSyz23Xc24vpjlzjvwhe+v0vNArAs1+2S5D9yfq9OxWLI/zvErP+SO7qlH5epj1YlUtfH/aG+DxHjxuTf5qmj2Hb4bYZ3K0hpC9dVRknH1uux613XY9x7SenCN/yN46Pc/1FonKn2VvrGIaI1sy/P6E3+2sa9woT+M8f1bvYdaLzdYn7z0EuDLutyX/fOCyPdrUGWKfycnztNZRkXH2ue16zOG26zmm9eQc+SVb61RcUoTpMmKVLb/GSkaudJczfuVI+vjQW37ljeLK68keVr1YryYxyP7dPXBr8o+Dp2cWyCD0/MRY91W211eu+6RnMggSzk/kum9kV0Tu46VrDZItf8TzOjWmJTOJypbUuJGtPMmcH/7w+VP5cnyU4/mha/4Z2cOqF5upTQ4fAu/qgV3kr/9lw8yilbvKv/ANTI4ghIrwZ/DekrNlnZkwZUtqXrddV7ySOc/tlh51PFbVnc1pjQ1/D6NerFeTGIR/hR7YTP5XWPTT16Ab+ys+AGaxzEQr22Xobs/WjjyNcz3Xk52lxmT/yN6yPnIh7Kf1AOSffivlaRvM+0Ba9AA9UPUA5A/5b/r+u2oifJALPXC/HoD8IX/Inx6gBxbsAch/wU3nlna/Wxp7xp4d3QOQP+TPrY8eoAcW7AHIf8FNP/oGQT1upfTA/XoA8of8ufXRA/TAgj0A+R+w6fxjn/vderipsmer98Dtyf+3H79r3loipufsjd7zAfCTX/3s05+8RsWyHxviogfoga/2wO3JvwWAfyi43so/wr/lAyCIPc/pvpaex2BDAvQAPbCnB5Yg/z3A7B3jHwChV0/UdnLXXPJJyl/lq67noEMC9AA9MNsDtyV/fZ2Tb/Xulz4LxihPhCvZyo94K+Z+J/mWrnyPh2+0Bo1DQgb0AD1Q9cBtyV8vk8l/5Fd8q8yEnm3Va/kVdxmE7o9imejDX/mUj+Rw0wP0wNYegPw3/LbP6LadiV/5WcYmVWQun6RvZuXzODqHnx6gB7b0AOS/gfwFbCb58Fc+5VeyInP5JH1c5fM4OgefHqAHtvQA5D9J/pnc3XZ9FvyKzN3X0lU/5twzr8YjIQp6YO0euC356y9zXaqZ3df6OwHlzkqRreTsuF5eELw/OVex7A/7yHVU9fGtTQzs//P3/7bkT3M+vznZY/aYHjivByD/ya99aMLzmhBswZYeeH0PQP6Q/9S/SeBwvv5wgjmYn9kDkD/kD/nTA/TAgj0A+S+46WfeJqjNbZUeuEcPQP6QP7c+eoAeWLAHIP8FN52b2T1uZuwT+3RmD0D+kD+3PnqAHliwByD/B2x69S99f/PNN98faMkjbhCqJRk1q7mPmIsa3HrpgXN7APK/OflX5CtyljziEKmWpNes1uBx9HMPMfiC754egPxfRP6//PlPT/mjdSZekbOkmiJsPeGTnqXyXUaOxrhfel6D/EhIiR64bg9A/i8i/72HoPehsZV0ReJai9uuK75Fbl3LltrkXpdA2Jv77g3kvxD5x0EVyUvq8GZb/lkJ+d+XBGb3mLxn7THkP0H+cfvOjw6C+8MnuxXP/mqM+1QvpMZK7iFckbykamVb/lm5Zy2ztcl7Fumwn9fYT8h/gvyjWTP5Vnb2eZNXsfC533WNrXyK7SXciugrn+aZkXvXMlObnGuQBfvwrH2A/A8k/97hqEg8+7Id9Sqf5tlDuCJ5SdXKtvyzcs9aZmuT9yzSYT+vsZ+QP+Tf/U2e2YMK+V/jQM/uF3nsF+R/Y/KPA7yFdPPt3m3Xo262e2SxZQ29OsQgJHrgdT0A+W8g//gKRo+aVLZLxUK6X3r2V3ZVw33SZ4k3yFxPjJXek5pjJGfXMKpD/HUHH6zBGvLfQP5XPTDvJN93zn3V/WBdEOsdegDynyB/3dhD3mFTWSPkQw/QA6MegPwnyH8EInEOGj1AD9ytByB/yJ8/zdAD9MCCPQD5L7jpd7uhsF5u1fTA8T0A+UP+3ProAXpgwR6A/BfcdG5Rx9+iwBRM79YDkD/kz62PHqAHFuwByH/BTb/bDYX1cqumB47vAcj/jeTPP5A6vqEhCTClB+Z64JHk/9uP333qaTVCxHux0fjW2K3+vR8AP/nVzz798Xnldx/63IEAJ3BapQceSf7avB7BKydLH+N6zjvS3voBEOTu87vd0j0fHYKjB+gByD997fMqws+Hzz8AQq+eGOPknmtUsexT3TwWGzKgB9bqgVuTfxC1nqpxKyJXfo65X3pVc49PhCvZqhHxVkx+kXlIPTkmO6Ty5RutQXnItYiA/V5vv29L/hV55wbOOR5vxVp+H7tFz4SebdVq+RWXzIQffhG8pHI95j709Q46e86e5x64NfkHUfuTX65H5K1Yy59rb7FHt+1M/MrPMubsEXwvtmW95EIU9MDze+DW5D9q0B6Rt2It/2iumXgm+RhT+Xq1egTfi/VqEnv+QWeP2ePcA48h/4q0K58AaMVafo3bKjO5u+36bN0RwXvcddWPOffMq/FISIQeeEYP3Jb8owGDqPV4Q8rnUnH3SW/F5P+KFNlKfqWWxgap+yO/pGKyXR65Dq+L/gxCYB/X2cdbkz+Nuk6jstfsNT1wbA9A/un3/GmwYxsMPMGTHrhmD0D+kP/w3xZweK95eNkX9uUrPQD5Q/6QPz1ADyzYA5D/gpv+ldsCY7lt0gPP6AHIH/Ln1kcP0AML9gDkv+Cmc3N7xs2NfWQfv9IDkD/kz62PHqAHFuwByP8Bm179i93ffPPN9wdacvaGoHzJGFfVn61HHrdTeuCaPQD535z8K2IWcUvOHj7lS/q4ah6Po1/zgLMv7EurByD/F5H/L3/+01P+aJ1JWcQtqY0PW498LpUv6bHQ8zw5jg3J0AP36gHI/0Xkv/dg9D40thJyi9hn17Z1vtm65N2LNNivZ+wX5A/5T/+JBPJ/xqGHvNnH6AHIf4L84/adHx0g94dPdiue/dUY96leSI2V3ErG3Pw59OodJL0A+U+QfxyUTL6VnX1+wKpY+NzvusZWPsUgfw6wegFJL2ztAcj/QPLvgV+RePZlO+pVPs0D+XPg1QtIemFrD0D+kP+Pvk5qNdHWD5tWHfwQFT3w/h6A/G9M/nGAthBy/s4/270DuWWeXh1i7z/07AF7ED0A+W8g//gKRo8OkGyXioV0v/Tsr+yqhvukz5JyEH31qM5Izs4zqkMc4qEHrtEDkP8G8r9q055NzGfXvyqurOsaJMU+nLMPkP8E+evGHpJGPKcRwRVc6YHX9gDkP0H+NOVrmxK8wZseOL8HIH/Inz/N0AP0wII9APkvuOncqs6/VYExGF+9ByB/yJ9bHz1ADyzYA5D/gpt+9RsJ6+PWTA+c3wOQP+TPrY8eoAcW7AHIf8FN51Z1/q0KjMH46j0A+V+I/PnHVBDG1QmD9T2nRx9J/r/9+N2nnlazRrwXG41vjd3rr4j/J7/62ac/Xlt+96E/52Cyl+zl2T3wSPIXaD2CV06WPsb1nHek3SJ+nyPIXnZLVxwJcdAD9MCoByD/9LXPqwhfGzND/MoN6cQvf/ZFzaqu8pEQAz1AD9ya/IOo9VTNXBG58nPM/dKrmnt8ImNJ1WgRtMg8pB6NUUx2yOzL83guOoeeHqAHogduS/4Veeemzjkeb8Vafh+7Rc8EP7KjdiZ8+Vz6GjL5ewydg04P0ANVD9ya/IOo/ckv2CPyVqzlz7W32KObeP5AqMhcPkmfv/J5HJ3DTw/QA7kHbk3++WWy3SPyVqzlz7X32JnkvYbHKjKXT9LHVj6Po3Pw6QF6IPfAY8i/Iu3KJwBasZZf47ZKJ/UYm22vp1hF5u5r6aoVdVRLPiSHnx6gB7wHbkv+8RJB1Hr8peRzqbj7pLdi8n9FioglZ2sFwfuTxymW/WFvnauqgQ+ioAee3QO3Jn+a89nNyf6yv/TAeT0A+aff86fZzms2sAVbeuA6PQD5Q/5//JfDHMzrHEz2gr04uwcgf8gf8qcH6IEFewDyX3DTz75RUJ9bKz1w/R6A/CF/bn30AD2wYA9A/gtuOrey69/K2CP26OwegPwhf2599AA9sGAPQP4P2PTqX/P+5ptvvj/QkrO3COVLxriq/mw98rjB0gPX7AHI/+bkXxGziFty9vApX9LHVfN4HP2aB5x9YV9aPQD5v4j8f/nzn57yR+tMyiJuSW182HrCJ115WWqcZJ5HfiTkQg/cswcg/xeR/94D0vvQ2ErIIvxYi+uza9s632xd8u5JHuzbvfcN8of8p/9EAvnf+7BD1uyf9wDkP0H+cfvOj0B0f/hkt+LZX41xn+qF1FjJrWTst33XVW8kt843qkccMqIH3tcDkP8E+UeDZvKt7Ozzxq5i4XO/6xpb+RTbSsZB+DE2S9Ubya3zjeoRf9/BB3uwh/wPJP/egapIPPuyHfUqn+bZSsaZ9GWr3khunW9UjzgERA+8rwcgf8j/R18ntQ4k5P++g9raE/zsyd4egPxvTP6x6VsIWTf9LGeaZ8s8M/XIgbTogff2AOS/gfzjKxg9alzZLhUL6X7p2V/ZVQ33SZ8l5SD8TPruU72WnJ2nNR7/ew86+IN/7gHIfwP5Z/CuYp9NzGfXvwqOrAOCXKkHIP8J8teNPeRKzcG7Qob0wHN7APKfIH8OwHMPAHvL3q7aA5A/5M+fZugBemDBHoD8F9z0VW86vDe3fHrghx6A/CF/bn30AD2wYA9A/gtuOrefH24/YAEWq/YA5A/5c+ujB+iBBXsA8l9w01e96fDe3PLpgR96APKH/Ln10QP0wII9APkvuOncfn64/YAFWKzaA5A/5M+tjx6gBxbsAch/wU1f9abDe3PLpwd+6AHIH/Ln1kcP0AML9gDkv+Cmc/v54fYDFmCxag98fPIDAiAAAiCwHAKQ/3JbzguDAAiAwOcn5E8XgAAIgMCCCED+C246rwwCIAACkD89AAIgAAILIgD5L7jpvDIIgAAIQP70AAiAAAgsiADkv+Cm88ogAAIgAPnTAyAAAiCwIAK3Jf9vv/22uV29mAbN5Ci3J1VHsperWOTmRzEkCIAACLwCgWXJP8CdJeyKqLPPbW2c+1xXHAkCIAAC70LgduTvJCrdwQtf/Eh6LOszObmWxoxknku2xskeya35o3rEQQAEQCAQuB35a9sqUsy+bGusy9kc5bkMvXqifuUf+Xxd0mNM/lGd7McGARAAgVkEbkf+Ij6X8bIiyZa/BYjGteJV7eyr7Fa9mfk0Vu8i2+fJuueggwAIgMAIgVuSf7yUSFRy9KJVXGMlWzkR3/J4nZlxni9da5IMv+s5TzYSBEAABGYQuCX5Z0KNF3Wfv3hFmIorJim/yypW+XyM6zl3ZMdYz2npmsPj8iFBAARAYITALck/XkqkNyszEBonf7bl11wR11P5FMt13N/SfS7Vls/ruV7F5UOCAAiAwAiBW5J/JtF4SffJdpmByESabc/3mOue09Jz/lfsPDbmrHytteAHARAAASFwO/LXwjPpyW5JjQupHPeN/DFGj3JlZ+l1c6yyPb9VW/4qN/uwQQAEQGCEwO3Iv0We7o+XDtulA6GY+1q52a+xkrM1lNcap3iWOd9t1/M4bBAAARDoIXA78tfLZOKTLTnKUzzLPD7i4fOn8uX4KMfzQ69+PMfj8rsPHQRAAAS2ILAU+bdINgOW89xu6VHDY7mm7Jkc5SJBAARA4CwEHkv+QbJ6ArytpOv50nM92Vlqvuwf2WdtMnVBAARAICNwW/LPL4INAiAAAiAwjwDkP48VmSAAAiDwGAQg/8dsJS8CAiAAAvMIQP7zWJEJAiAAAo9BAPJ/zFbyIiAAAiAwjwDkP48VmSAAAiDwGAQg/8dsJS8CAiAAAvMI3I78/Xfl4zWzPf/qZIIACIDAugjcjvxjq0T4WV93G3lzEAABENiGAOS/DS+yQQAEQOARCED+j9hGXgIEQAAEtiFwW/KP14yvf1xue3WyQQAEQGBdBCD/dfeeNwcBEFgYAch/4c3n1UEABNZFAPJfd+95cxAAgYURuB3551/zjL1z38J7yauDAAiAwDQCtyP/6TcjEQRAAARAoIkA5N+EhgAIgAAIPBcByP+5e8ubgQAIgEATAci/CQ0BEAABEHguApD/c/eWNwMBEACBJgKQfxMaAiAAAiDwXAQg/+fuLW8GAiAAAk0EIP8mNARAAARA4LkIQP7P3VveDARAAASaCED+TWgIgAAIgMBzEYD8n7u3vBkIgAAINBGA/JvQEAABEACB5yIA+T93b3kzEAABEGgiAPk3oSEAAiAAAs9FAPJ/7t7yZiAAAiDQRADyb0JDAARAAASei8AU+f/P//zPJw8Y0AP0AD3wnB74YDOfs5nsJXtJD9ADsz0A+fOnGv5URw/QAwv2wB/J/7//+78/ecCAHqAH6IE1euAjb/R//dd/ffKAAT1AD9ADz+6Bj7zB//mf//nJAwb0AD1ADzy7Bz58g//jP/7jMz///u///skDBvQAPUAPPKsHPkT2vrH/9m//9skDBvQAPUAPPLcHPmJzv/vuu++ff/3Xf/2M51/+5V+Gzz//8z9/8oABPUAP0AP37IGP2Lh/+qd/+vzHf/zHz3/4h3/4/vn7v//7T3/+7u/+7pMHDOgBeoAeeE4PfPz+97//vOqjP5Eg//dPZuAADvQAPXBUD0D+f/jK6yhAqcPhpAfogTv0AOQP+f/x73zu0LCsEWKlB47pAcgf8of86QF6YMEegPwX3HRuTsfcnMARHO/cA5A/5M+tjx6gBxbsAch/wU2/822FtXPbpgeO6QHIH/Ln1kcP0AML9gDkv+Cmc3M65uYEjuB45x6A/CF/bn30AD2wYA98ifz/6q/+6vPXv/7151/+5V9+//z5n//593b4IvbVfzl8509V1s6tkB6gB67cA7vIP4g9CD/IvvdEzlc+BK4MHGvjYNMD9MCde2Az+cetvkf4VSzG7PlTwJ2BZe0QAz1AD1y5BzaR/x7i14fBng+AM4H7+Pj41HPmPNQ+lgC0ZyHB9sXHqyMAACAASURBVFhswXMtPKfJP76+EZHvlVu/AjqzGSGP6zT6T371s81Ezv5dZ//OPKfUPm+fp8m/9x1/L+YfFJG35eufMze+Rx4tMgr/nljvPVSzqtuKuV96bw7FlOtSsZDuD72KuW9G95qt/DxX5Glca0xv/1pj8J9HJGB7P2ynyH906w9Cn/1KaMvt/8yGqshDhNMiI60nx912XfktmXPddj3Gu+16q3blz+Pcdr03X86r5pEv52Zb82S/266rbshq/zyOfj8yYs9eu2dT5D8idt3mR3nxp4At3/3vaYYgherJtXrkkQkn21FLPkmvX/k8Lj3nue26z5d11ZqRXrOl5zqep1jlU8xlzmvZ7nddtSpfb/80DvlaMgHve+F9KPnHh0Dc7HtfA2356mfUTE7yo9wc75FHJptsRy35JL1+5fN41iN/NMbjypfM9WbsXC/GqF4V85oed/9I93Ezuup5rny9/VMO8l5kxH69dr+myN+/t6903fxdtv4UcBT558Of7VEj9fIz2WQ7assn6fNVPo+39Na47B/ZrfryV+MrX+Rnf8un2i2Z67jd0lXL4/L19k85yNeSCXjfC+8p8u/d5OPDwElfeov8W/ka53KmmYIE9ES+9CxzrYhnn+xMNtmOPPkkNdZj7pvR99aqxvXmy/nZ9nfoxXpzeCzX6Nk55mvxmr398zz0exES+/W6/Tqc/Edf+xz5nb8TgOszDdTLzwSU7agvn6TPWfk8Lj3njezZccpryZl5lCPptSqfx11v5YY/PzGuyq98vf3z+dFfRyZgfS+sp8i/d4v3m/woL3KPIv98+LM9asRefkU27nM95nHb9YjFPK25cq7bro/m8NzefMLE83PtKsfzXY/c3nw5N9vVXHk9rTEtTFUTeS8iYr9ev19T5H/VX/UU8bicbaKKPIJo8uP1FHOf9FZMa1NelhoX0mPul96Ku380X+TmueTTPL24zxV6bz6vJz2Plz/PKX/Ol13tn2LI1xMJmN8P8ynyj+/he9/792Jx29ez5S97Y84zG0qk9QoSecUcjtWT53vlvjmm6PcjN/asv2fT5D+6/YvgezJq+F/ojvS7b56I6lXv8fT5XoUj8/RJA3yegc80+QdRz3yn3yL/Ld/160OBJntGk7GP7CM9cL0e2ET+ez8A9hB/zEXDXK9h2BP2hB54Rg9sJv8g5dGvc+r2H9/xb/2qR7d+yP8ZDQZRsI/0wDV7YBf5i6CD2ONWr6+DguzjCfsrpK/6NM01m4Z9YV/ogfv3wJfIXyR9lqTB7t9g7CF7SA9cswcg/++uuTEcGPaFHqAHzuwByP9A8tevWoac2bSt+TM1yYEw6AF6YKYHIP+DyX8G9Jwz+2GRx2FzyOkBemBvD0D+LyB//a8K8v/CQJsG+XOA1QtIeuFVPQD5n0z+mfCzHRsN+XPgX3XgmYdeUw9A/n8gf//+3XUBNSMrEs9kn+2oW42bmY8cDjI9QA/s7YFbkr+Ts/QMgPxOrPJFrnSP5xrZHo2ZqQX5c1hzX2HTE+/ogVuSfwAlos3SYwJUOTnmfuW2ZM7Ndq5d1amIf2ZcVQsfhEEP0ANf6YFHkr8ACYLWI1/Ink8xSR/nYyNexbJPdov4VVN5SA40PUAPvKIHHkv+Ts6uB6gtYh8B7nVc17jKF7Ee8Ws9qoHk4NMD9MAreuCR5J9J2O2WPgLbx0Vutlu+TPzZbo0brYc4BEEP0ANf6YFbkn8Qr8jXpfQARDkt6TmzAFa1fKzPL3+QfX4Uk6zGKYbkgNMD9MAZPXBL8j8DiCNq+ofDTL2t+TM1yYEo6AF6YKYHIP8D/5HXDODkcDDpAXrgCj0A+UP+P/qtpSs0JmuAIOmBc3sA8of8IX96gB5YsAcg/wU3nRvVuTcq8AXfO/QA5A/5c+ujB+iBBXsA8l9w0+9wK2GN3J7pgXN7APKH/Ln10QP0wII9APkfuOlbf29/az43oXNvQuALviv1AOR/MPnvaZ74ENgzjjGQFT1AD+ztgUeT/6tJtTWf/vcOrU1qjWvl4+fA0wP0wFd74NHk/1Vwto6vSNz/R26ue+1qnMfROej0AD1wdA9A/n/42icIuHq2AJ5JvCL7ypfHbZmTXEiBHqAH9vTALcl/RNIed1DkD5/rntPTNSZklZf9FdFXvjyuqo2PA04P0ANH9sAtyT8AEGFm6eAoln3ud93zsp7zsh352VcRfeXL4/Lc2Bx6eoAeOLoHliR/B1HEG7J6PDd0z6li7quIvvJpDT4WncNOD9ADZ/YA5N/4CqcC3UnadeVmX0X0lS+PUz0kh58eoAfO6gHIf5L8M0FnOzao8jnZu+4bWo3zODoEQA/QA0f3wC3JP8hShOky68qr/AFkjo/A9XzpPkbzuC/0IP0W8Ue8NS7XwYYA6AF64KgeuCX5H/XyR9fRB8IsmW/NP3q91INI6IF1ewDyP/B/78BBWvcgsffs/d16APKH/Mt/s3C3Rma9kC89sK0HIH/IH/KnB+iBBXsA8l9w07khbbshgRd4PbEHIH/In1sfPUAPLNgDkP+Cm/7EWwzvxO2cHtjWA5A/5M+tjx6gBxbsAch/wU3nhrTthgRe4PXEHoD8Dyb/3r/kfWID8U4QIz1wzx6A/DeS/4jcq3j49PhBkc+lx9HveajYN/btDj0A+U+S/wxBK8c3PnwtO8c8Dx0CoQfogTN7APL/A/n7/2fH9Qx+i7Dll9S4np1jGoPk0NMD9MDZPXBr8neSDj3Akk/AuS3dpfJmZUXY7nO9qunx0P2p8vFBAvQAPXBGD9yW/IPAHRC3XY8ct6Vn6bV6upO38tznuuKSOTayNQ7J4acH6IGje+C25B9ABIGLxB2Y7HNbeiXDlx+vG/qIsHNc41t+xavaHkPn8NMD9MCRPXBr8hcQIvIZW7lZauxIViQevvx4nWpMxLM/214DnYNPD9ADR/bAbclf5C0w3HY94m5Lz1J1RnJE0Dnes3ux0TqIQwT0AD3wlR64NfkHgevJIMhfycgNv6T0XMPtIOr8eDx0jyvmPumKtcZ4HJ0DTg/QA2f0wG3J/wwwqMkhowfogVV6APKf/EdeqzQE7wn50QNr9ADkD/n/ya/McvDXOPjsM/sM+UP+kD89QA8s2AOQ/4Kbzq2PWx89QA9A/pA/tz56gB5YsAcg/wU3nVsftz56gB6A/CF/bn30AD2wYA9A/gtuOrc+bn30AD0A+UP+3ProAXpgwR64Pfn/9uN3n3qeeJv5+PjkYC54MJ/Yy7zTtf60cWvyD9JXQ7ku36vlzP8j6NVrYr5rHTj2g/24Sg88hvyvAOiTyT/e7cnvd4X+YQ18MLyyB25J/vqax2UGrYpln+w8dqstYnS5tUbOj6979HjMfa57zl69t37F9tZmHMRGD1yrB25J/mqiIG/pLrO/srPPx+/VgyD3jm2NC4LPsUz6VU4eM7Lz2rM9Gk/8Wgeb/WA/Rj2wLPmPgNkTP4MwK2LPvmzvWbvGxDvokQ8JkdADz+sByP/A3yS5O/n7+l3n4D/v4LOn7CnkD/l//7VSJvvKzj4IBAKhB+7bA7cl//jO3p/chFXMfdLzuK/aQZBHkGR8lZOfWJv7Kvsr69faXaqefLKR9z307B17Fz1wW/KngWlgeoAeoAf29wDkf+DXPjTi/kYEO7CjB17bA5A/5P+jXyXlEL72EII3eL+jByB/yB/ypwfogQV7APJfcNPfcctgTm639MC1egDyh/y59dED9MCCPQD5L7jp3MCudQNjP9iPd/QA5A/5c+ujB+iBBXsA8l9w099xy2BObrf0wLV6APJfmPyP+JfIHOhrHWj2g/2Y7QHIfyP5x/8WogWu/pcRvZzW2Ff7IX5I4tU9x3zX6jnIfyP5txrYCd/1Vv47/T3i78XeuWbmvhZxsB/33w/I/wTyv/LBGJF7Kx7+VuzK78va7k9S7OE5ewj5T5J/6ysd90v/arOKaF3mmlVMvsiVHlJjXZdP0vOlKxay8nkc/ZwDCq7gelYPQP6T5K8NaH2l0/Jr3FYpos4y6sinmm639CpXPpc+3v3okBA98KwegPxvSP46hEHUeuQLWfly3G3XIf9nHXDfW3T21nsA8r8p+TtJux6bOyJ/5XgjSM+15EdCHPTAs3oA8r8h+WeCdrulVwfXcxWvfBELfyumschnkQP7+ez9hPwnyV9/metSh8N9R3z370QrwnVfzCu7JT1H65yVqun5lc/j6M8mCvb3efsL+U+SP83/vOZnT9nTlXsA8of8//iroCsfBN6dD4LVegDyh/whf3qAHliwByD/BTd9tRsO78utnh74cQ9A/pA/tz56gB5YsAcg/wU3nVvQj29BYAImq/UA5A/5c+ujB+iBBXsA8l9w01e74fC+3OrpgR/3AOQP+XProwfogQV7APJfcNO5Bf34FgQmYLJaD0D+kD+3PnqAHliwByD/BTf9jBtO/L9/zqhLTW7k9MA5PQD5Q/5d0tb/0C3LfCAh/3MOaMYZG5yP6gHI/0Hknwm6ImTPURPJF7b0aqzyXXq+dI+jQ1b0wDV7APJ/EPnHIRNpZ+kxHUbl5Jj7lTuSe8aMahK/JmmwL8/YF8h/IfLXoQ2i1iNfyJ5PMUkfp7HZh/0MkmAfn7mPkP9i5B/krcPsevhaxK78nsy1ernEnkkm7Ou99hXyX4j8M0G73dJnD7SPnx1D3r3Igv161n5B/g8i/yBgkbBL6XF4ldOSnrP1sKvm1nHkP4tU2M977Cfk/yDy59Dd49CxT+zTFXoA8of8//h3AFdoSNYAMdIDr+kByB/yh/zpAXpgwR6A/BfcdG5Wr7lZgTM4X7kHIH/In1sfPUAPLNgDkP+Cm37l2whr47ZMD7ymByB/yJ9bHz1ADyzYA5D/gpvOzeo1NytwBucr9wDkD/lz66MH6IEFewDyX2jT/V/6XvlGwtq4MdMD5/cA5L+R/H/78bvmLSliel7RvHvIfM+YV7wLc5x/2MEYjL0HIP+N5O/gue4fCq57zlX03gdAL3aV9bMOSIwe+HoPQP4nkP8dGrNF8j1/K3aH92WNXycLMHwWhpD/JPnr65x8q3e/9K8ekiDZ/HhNj1X+8CnH41mPHPmU71KxkPK7D/1ZZMB+rrWfkP8k+etgZPIf+RXfKkXMWXodxbLP/a7nPLelt/IVR65FEOz3c/cb8n8g+fuBrci88mlML6Yc5HMJgb1dZ28h/8XIf0TuozjksA45sNfP3mvIfyHynyH2Vk74WzFI4tkkwf4+c38h/0ny11/mutShcF/r7wSUOyOdaEW42SdbMupKD1nZM3P7OM9XbfehP5MU2Nc19hXynyR/DsQaB4J9Zp9X6QHIH/L/4697rtL0vCcETw989wn5Q/6QPz1ADyzYA5D/gpvOrYebLz1AD0D+kD+3PnqAHliwByD/BTedWx+3PnqAHoD8IX9uffQAPbBgD0D+C246tz5uffQAPQD5Q/7c+ugBemDBHoD8F9x0bn3c+ugBegDyX5D89b9/gAAgAHpg3R6A/Bck/zMOPB8o65LIGf1EzfP7CfKH/Lvf9+p/6JZlPpyQ//mHNWOODeZf6QHI/0Hknwk6E7LHvWnkD5/rntPSle+ylYsfsqIHrtMDkP+DyD8OVpBwJf3QKSf73O+657X0rfmtOvivQw7sxbP3AvKH/P/kw0IHXmQesnqUJ6l82chnEwf7e//9hfwh/y75zx5yyP/+ZDC71+Q9Y68hf8gf8n9YD0DOzyDns/cR8n/QwdfXM9E0uolnn2xJ5fbs2Sb0GrNjyIOo6IH39ADk/yDy5xC95xCBO7jfsQcgf8j/+6997ti8rBnSpQf29wDkD/lD/vQAPbBgD0D+C246t6X9tyWwA7un9ADkD/lz66MH6IEFewDyX3DTn3Jz4T24hdMD+3sA8of8ufXRA/TAgj0A+S+46dyW9t+WwA7sntIDkD/kz62PHqAHFuwByH/BTX/KzYX34BZOD+zvAch/QfKP/w0Dh2b/oQE7sHtCD0D+kP+ffBDwwQCxPYHYeIdxH0P+byJ//U/QsnxF0/YIvhd7xdqYY3xowQiMjugByH8D+VdELZ82w23pLpU3I31c6DFGPo13W7rLnOcx6V5XvpAai4Rs6IHn9QDkP0n+mQzddl1EqsOiWJaKt6TyFXfb9Yi7LT1L1cn57h/Fci728wiBPV1nTyH/SfIXMYpU/ZBkn9vSKxm+/OS6Gpf9LVv5Wbby3R+6xmU/9jqkwF6vsdeQ/wby16HIBNmzFctStWakxiq3ZyuWpcaGVMx90nsx5SDXIAf2+dn7DPlPkn8mRbddjwPjtvQsRwdL+cpz2/Wj5qvmkQ/5bBJgf9fcX8h/A/kH6erJB0b+SkZu+CWl5xpu5zoe8zo5T7VdSs81WrZqtuL41yQL9v1Z+w75T5I/jf+sxmc/2c/VewDyh/z5lU56gB5YsAcg/wU3ffUbD+/PrZ8e+O4T8of8ufXRA/TAgj0A+S+46dx6uPnSA/QA5A/5c+ujB+iBBXsA8l9w07n1ceujB+gByP/N5P+bb775HD2jgxrjRzkeb+W3/L2xozGjuNd+qp4xyPZT35v3uvYHDOR/AvlX/6hKB15SByPb8kuO4lvyVGsko6Zyevoo1ltb1M+P8iW1Bkn5rya1Ppehb3nyO3ktxaq+Ugx5baK94v5A/geTf3VAq4OsZpghCOWGnMnPORqnOopX/uzzMVUsarX8midL1azGKdaqq/hV5Mw6laM1Z1t+ScUl5Q9Z9ZfH0fkQmO2BZcn/lz//6aavSqYBTf8ffB1gyVyn5VfeKK68Wal6khonW9L94dvyxNhcx+tVunw+tlXDc9+pa32SeS3hHz3VmPC1akL+kHvumb32suS/F7Deh8aegzkihxYJiCBa46v3y7VkS2pMtvf6tUaNdxlz5MfjT9AzjiN79p339NlsbfLW+XCB/Dd+7XM0+X/lsGUyUa3KH76tj+q5zLWz7bmh5zkVz+Oyrbw7y/zulb3n/SD/dQh6T3/Mjrkl+QcB50cv7P7wyW7Fs78a4z7VC6mxklsOZUUEI5/mkezlK0cycqXPSM/vzZNjXlsx+UY1lbdHBvb5yXU8rph8YUsPqfhXpL9v1BnZs3Mdtb7Z+ch75ofNLck/mjGTb2VnnzdxFQuf+13X2Mqn2NZDeRQZaP4ZGXOOntk6vTx/N83n+R4Pf7Y9d1YX/lnGePlUy+2Wrty9Uu/dk3tq+3r3jGfMM8l8674+mvx7YFQknn3ZjnqVT/NsPZQVKUStll/zVPGWT2MkI096JVvxVn33j+p5bR8nvRq/xSf8s/QaEdNT+d13tO7v/5Xaer+v1GAsHwCQv33nn4k923FgKp8O0tZDmclAtqTqjmzlZZnHRTx8oyfXqeyqds6rcuST1Jhsy79FCv8sVUP+sF2XnX0at0fG+8w+W+sfuc6tc5P/nA8NyP9A8o+DseVgVuSgwyUylJQ/pPtmavjYrXpVf+TzNeZczZ/9YSvWk4FvC2P5s4x68qm22y1d4zyu8SNZvc+sr1d7z1p69Yg9h8y37uWtyT9u4Xr04rJdKhbS/dKzv7KrGu6TvuVwOhmErke1PC5fSPe7PhPTHCPp87mu+bL0HNeVFz7XPWeLHvhWGLtfcffFHLJb0nO0JuXKnpXVu7pPuuRs3VjPbC556xL7zN7fmvxnXvAdOTMHNA69P7FOJwLpkv4e7gs9P8r1vFxfOZXM4zTW/Vl322uG358cU233j/QZfEc1tsT3zCc8/N2zHmtQ3sx69qxjpi45a35I3JL8dWMP+aTGFRFI6t1EGm5Lb8k8JvLkm5Gqq1zZkuGXLlnlel5Lj/EeU70sg/xeSYBfmW/mfSJnJi/jgL0mWR+977ck/6NBoB6HiR6gB1brAcjf/sJ3tc3nfSE8emDdHoD8If8ffX0DIaxLCOz9OnsP+UP+kD89QA8s2AOQ/4Kbzu1undsde81et3oA8n8z+es3PnqytXl7f1OkNa7l9/lzTrY9N/RRPOc/0c4YZPuJ78w7Xf9DB/I/gfyrX0fUgZfU4ci2/JK9eCsWfj2qE1L5I+m5PX0Ui3jOcZ/WKKmYZF6n/FeTeZ16ny0yv1OuGfGqr/I47OuT7lX2CPI/mPyrA1odZDXADEEoN0uvm+u0csOvXOnK9XrySbZiPb/myVI1Q2q8+9zfiuf8d9lan2S1jhzLdh6juKTHq/7yODrkP9sDy5L/Wf9ALB9OHWDJvDEtv/Jacfe7HuOyrVoeyzmyJTUm7K2Pz6M6kl7fdcV9bCvuuVv1vD9bx3u+1ifpsdDDP3qqMRqbY2Efuf6qPr51PjyWJf+9Td770NhzMEfk0CMWvUPOyfYoL+dnuzV+5I94r1bE/FG9p8j87iN79r339NlsbfIg/8/f//73b3+u2IhHk/+edxRhauwMqWjMFqn6Lmfmyvk+p2Jb62jcnaS/d0vf8z6Q/zoEvac/Zsfc8uYfBJwfvbD7wye7Fc/+aoz7VC+kxkpuOZQtMuj5Y56Iu5Q+O05rHUnNM1Pf5/a68ss3qqm8PTKwz4/X8VjlD59yPP4V3d836ozs2blinbO55PFB0eqBW5J/vEwm38rOPgehioXP/a5rbOVTbOuh/AoZ+FjXYy3Z1voUi3jv8fyW3ptD82is5pKd45XtubO68M/SxyuWfe533fO26nrvntxaM/KPWt+euRnznA+TR5N/r1ErEs++bEe9yqd5th7KihSiVsuveZQjO/Kl55j7R7FevFpT9uW5cj1fZx7rsarOjE/4Z+ljFev5qhzP36sf8Y4x91nr2/tejLvnBwLkb7/qmYk929HklU/Nv/VQZjKQLam62Q6/+1zPMdWQjNzRo9yezHNWuVWOfJIal235t0jhn6XXUKznq3I8f0aP95l9Zup5zhHr83ro9yTvr+4b5H8g+cdmbDmYFTloQ0WGkvJLul+6ZOS4rjF7ZNTZ+vj8eazWkP1hK9aTgW8LY/mz9HqK9XyeE7rbPq6nV+8z6+vV3bOWXj1iaxJ/7PutyT9u4XrUxLJdKhbS/dKzv7KrGu6TvuVwOhmErke1PC6fpMfyuMhRXFI+5Y6k5slS9bLMebKVF7brim+VLTJ2v/Yg+2RLxtzSQ/bsreus3tV90iVn62uds/nkrUvuo72/NfmPXu5d8ZkDGofen1irE4F0yfwu7u/prViu57aPkT987s+62xoTUuMkc0w57h/pM/iOamyJ75lPeOi9KxlrUN7MevasY6YuOWt+QNyS/HVjD/mkxhURSOrdRByyQ+acVszzVGdGqp5yZUt6Xfdlv9stPcZ7TPWyDPJ7JQF+Zb6Z94mcmbyMA/aaZH30vt+S/I8GgXocJnqAHlitByB/+wvf1Taf94Xw6IF1ewDyh/wf9dUZZLYumbH32/Ye8of8IX96gB5YsAcg/wU3nRvSthsSeIHXE3sA8n8z+fd+26MXi2ZsxVt+b+Cck23P7c2V855sZ4yy/eR3592e9wEI+Z9A/tWvI4ooJHWYKjt81ZPHaGxLRr5iPX0Uy/PK1ri8Vo8rx2WOX8UWVi7zu43s/C5eS7GqPxRDPo9kr7qnkP/B5F8d7IoAoiHkd10+STWObEmNkS0pv0vVcJ/nj/yRWz1VXff16ua8d9vCQ7JaT45lO49RXNLjVZ94HJ0PgbN7YFnyP+sfiOVDrYMv6RvqPukuQ3e7Gqu4YrIl3R++LU+MzXW8XqXL52NbNTz3nbrWJ5nXEv7RU40JX6tm7pM8HhvyP7sHliX/vcD2PjS2HOhMJlqP+8Mn8pB0n4/p+ZUn6bXkq8bPxHy90n3cE/SM18iefect/TJbkzw+NGZ7APLf+LXPUeTvG+RkMtIjvvXxuaT7POHLtvIk85zulx5yVMdz76Lnd6/sPe8C+UPUe/rmqDG3JP8g4PwIEPeHT3Yrnv3VGPepXkiNldxzmDNZyh5JzTmSqhN5oc8+Xldj5BvVVN5XZGDpT9SSrbpuS3epvK9Kf9+oNbJn54u1zuaSxwfF0T1wS/IPEDL5Vnb2OXhVLHzud11jK59iWw+zk4h0SdWUzP6wR4/G9mSum3M9rvk8x+Phz7bnzuoZR7ddj3puS89ydt5Wnt67J1tje36ts5dDDNI/qwceTf490CoSz75sR73Kp3m2HOaKSKJO5ZdP8yjP7azHmOzTONVrydY4+b12VUN5X5GBZYVn9rktPcuvrKMa6+9fxWd9WudsPnl8EBzZA5C/feefiT3bAXzl04Z85TBnQsm25pCsSDf7lNuTo3libJUjn6TmyLb8e2XGtGcrluXeuWNcvM/ss3UerXPrOPL5EDiiByD/A8k/NuTIAy0ilfzKhs8SmOfFfJrb/fIp3or11hs4tbDKfrddj/puS89SefL31pVj/q6KzfqUX8k9a6nq4OODYG8P3Jr84xauRwDIdqlYSPdLz/7Krmq4T/rsoRaBjKTqKi/s0Gcfjc9S9bLMebKVF7brim+VgVMLK8Ukc235Kxm54Zes9FyvZ1fv6j7pkr1aHtO63IcOkb+yB25N/q8EastcMwdbZLFVxjo0ZrSmKi987s+6215f4yRzbMu6NHYGJ+UeIffMJzz03pXc+u571nHE+1ODDxfvgVuSv27sIf1l7qSLVHzN2Sei8ZzQ5Z+RGqtc2ZLhly5Z5XpeS4/xHlO9LIP8XkmAX5lv5n0iZyYv44ANGb+zB25J/u8EjLk5sPQAPfCEHoD87S98n7ChvAPERA/QAzM9APlD/j/62memcciBYOiBe/cA5A/5Q/70AD2wYA9A/gtuOje2e9/Y2D/274gegPzfSP76LZEZmTe7+u2SypfHhd3Ka/m9Rs7Jtuf25sp52NcmtLzP2Wb/rr1/1f5A/ieQf/VrjDosktVmhG8U17gqr/Ip32srryU9t6ePYhHPOe6L+f1RTDKvT/53y2p/z1rT7Fyzea11Zqx9X2b1XDvXjPhX15nnwN7/oQP5NGuirgAAE/RJREFUH0z+VXNXh6DVtMptxeWv8sJXPTHG85VT+bMvz+d1PLfya54sVdPHu8/9uW7Oe7Vd7e9Za9g619Z8rVsYS8rvMsey7bmhKy7p8b3r9Bro+0lf2C1L/mf9A7Hc2Gp+SQEvmf0je3bcKK81T+UP35Yn5s51qvWMclpx1XqH9P09+x8b+lwz77o1P2oKY8k8T/hHTzXGa+f4nnXmGtiQ/8t/S6H3obG3qf3guV4doHwQqxw/GF7PdR/X8nsdz5/1j8ZU75JrX82u9rjXE3vXX80zU2vvuFbtUW/keKtO9h+9zlwfe/zhsOzNf29z9A763ob2A9TS83o9T7GeL2JbH9V1mefItueGnudUPI/LtvKuJFv72+uJvetvzTWqt3dcq27ev8puje35j15nby5i9QfBLck/Dlt+tMHuD5/sVjz7qzHuU72QGit5REPPkmArL/tlS2qtI+n5oc8+Xldj5BvVVN5XZOyBP1FLtuq6Ld2l8rKMnOwLu+oF+dUvGue264pLtuYarbM1TnW3St+zGDuyZ+sfvc7Zecn74YPgluQfG5gPXGVnn298FQuf+13X2Mqn2JaGFjFukZonZD6EHvN4zpuZL9eq7Fw353hcc3qOx8Ofbc+d1TP+brse9dyWnqXPq5j7pFc9kX1uh55t1ZKs5su+bMfYyqeae6T2rif31D16nXvWsPqYR5N/b3P98Ckv+7IdeZVP449o6FkS7OV5zPVYZ7a1dslWPPyjRzVcer2s53o+bq8ee1DtQ/a5LT1LX4Ni7pNe9UT48tPKr8b35ouYHtWU7I1Tzlek7+FX6py9zq+sbZWxkL/9qmc+hNmOpqh8apYjGnr2cLXysr+yw9d79D49metWuVWOfJIal23598q8Fz1bsSw1t/yys6x6ovJpXI5lO/Jac7rfddWufIptlbEns8/W2keuc+vc5P/vVz+Q/4HkH0311aaeJUEdSjVytt0vfY9U3S0y5ol8SR+rNbhPumI9Gfi2MM5+t12P+m5Lz1LrkF92lhV5Z5/brketbKt+nner7XXyWMV6UnvoObM+H5P1PWvJNbB/+O5+Lxa3Jv84NHoEgGyXioV0v/Tsr+yqhvukf7Wxq8Ol2iG3EKXyNV5jZ6TGZKn1ZZnzZCsvbNcV3yoD3xbGiknm2vJXMnLDLylddq4VtvrHpedV/uzLto/3NcjfWnvEq3z5WzHVrWS1X+6TLlnVqHx71lLVwfe1D4Bbk/9VN/8rzb31II0w8Hqu98ZVeeFzf9bd9toaJ5ljYbfGeq7rX8HX68zor5yrWs/s/KO8UbyaW/uivatkjFNeVSP79qwj18D+GukLv1uSf++2pBe7q9xykHrvqIPqOfLNSI1TrmzJ8EuXrHI9r6XHeI+pXpZBHJDHtoP/Fcxm9iRyZvLyXmJv28cz8Lol+Z8BBDXf34zsAXtAD7yuByB/+wtfGu91jQfWYE0PvLcHIH/I/0df33Ao33sowR/8X9EDkD/kD/nTA/TAgj0A+S+46a+4VTAHt1d64No9APlD/tz66AF6YMEegPwX3HRuZNe+kbE/7M8regDyh/y59dED9MCCPQD5L7jpr7hVMAe3V3rg2j0A+UP+3ProAXpgwR6A/BfcdG5k176RsT/szyt6APKH/Ln10QP0wII9APkvuOmvuFUwB7dXeuDaPQD5Q/7c+ugBemDBHoD8F9x0bmTXvpGxP+zPK3oA8of8ufXRA/TAgj0A+S+46a+4VTAHt1d64No9APlD/tz66AF6YMEegPwX3HRuZNe+kbE/7M8regDyh/y59dED9MCCPQD5L7jpr7hVMAe3V3rg2j0A+UP+3ProAXpgwR6A/BfcdG5k176RsT/szyt6APKH/Ln10QP0wII9APkvuOmvuFUwB7dXeuDaPQD5Q/7c+ugBemDBHoD8F9x0bmTXvpGxP+zPK3oA8of8ufXRA/TAgj0A+S+46a+4VTAHt1d64No9APlD/tz66AF6YMEegPwX3HRuZNe+kbE/7M8regDyh/y59dED9MCCPfDxyQ8IgAAIgMByCED+y205LwwCIAACn5+QP10AAiAAAgsiAPkvuOm8MgiAAAhA/vQACIAACCyIAOS/4KbzyiAAAiAA+dMDIAACILAgApD/gpvOK4MACIAA5E8PXAaBv/mbv/lsPZdZJAsBgYcgcFvy//bbbz9Hz2iPYvyWn1Z+y++1c062PTf0UTznX9nO75Jtrb1F/OHnBwRA4FgEbk3+PShaBJPHzOQpZySjtnJ6+iimNXot94XfH8WuIn1ts3qsHfK/yg6yjhUQuDX5j4jFN3CUW8VjfPj1o5zKn30+poqprqTna54slVPV89jV9OodqzVC/hUq+EDgHAR2kX8c0l//+tfd5+w/qmdCyfCM4jl/ZKuepPJlS7o/fFueGJvreL1Kl28kq3X4mByvYu6b0XPNyvY6kL+jgQ4C5yKwi/yD+P/sz/6s+0TOmT8VkWRfa/6c53Y1JuL+I1tSsWzv9ce4Xq2I+aN5ejLXc9v1PLfHXO/NpVjOH9mQv5BDgsD5CHyJ/FvLiw+Gs8m/NfeMP5OQxlT+8G19VM9lrp1tzw09z6l4Hpdt5WXpeS29N0YxHytfS0bu6PGxkL+jgQ4C5yJwCvkH8Z/1tc+ITKp4hrDKka/Kzb6eHXX0o5ozUmNCKl++UU3lzcpcz+esYl7X4+6v9Jw7siH/CkV8IHAOAqeQv5Yah/mMD4IRiWj+I2XMOXpm5strz2M8rvk8x+Phz7bnVnrO782Rc7fOp9o96WuE/B0NdBA4F4FTyT+WHuQfXwMd+SeBikxirpZfEFbxlk9jJCOv99OKt+q7v6rr9bLuYz1W1cm+nJ/tyJdP0mtUPo/39NFYyL+HHjEQOBaBU8hfN/4g/nj+4i/+4tAPgEwisiUF0chWXpZ5XMTDN3pyncquaue8Kkc+SY3JtvwtmfOzHePkk/Ralc/j0iNv9tEYyF9IIEHgfAReQv5x848PgKN+KlJRbZGTpPwh3TdTw8du1av6I5+vMedq/uwPe8tPzs+2r6Gnj+Yc1dV4z4P8hQoSBM5H4BTy92Xr5u++r+pOGKHrUV2PyxfS/a7PxDTHSPp8rmu+LD3HdeWFz3XP2aNXtcLnT66rWPb37NY8GqO4ZPghf6GDBIHzEXgJ+R/5GiIiyajtBCJd0ud2X+j5Ua7n5frKqWQep7Huz7rbXjP8/uSYarv/Srrey98h6/kdIP8r7SBreToCp5B/3PbjIL/qx4nG5xTZyKc82ZXMYyJHvhmpmsqVLRn+/FPlel5Ljzoey3Xfac+sK3I8D/J/544x92oInEL+V/9HXqtt8l3eF/K/y06xzicg8CXyD5JvPXH75wcEtiAA+W9Bi1wQ+BoCu8g/DmmQe++JHH5AAARAAASuicAu8r/Cq+j74p5srdO/Z27lVP7WuJbfa+ScbHtu6KN4zr+ynd8l21deO2sDgacicGvy721Kj2BasfDr8drKH8kYo5yePoppbq/lvvD7o9hVpK9tVr/K2lkHCKyCwK3Jf0QsrU2McfFTjc9jlOv50pWrHEn5PS/HZEtqTNitRzle131X1at3vOpaWRcIrILArcm/t0mZcJTrftcjnm2N8VjOkS2pMWFvfXwe1ZH0+q4rPitbY7XWqk4vVuXLp3E9qVwkCIDAaxG4Nfn3SCVi1Y/7XY/cbGt89suWbOXt9Y/WEvP6o3l6spfv7+F6XkeO9ebLY2fsUT3iIAACxyFwW/LfA4EIUGMzmWU78jRmi1R9l7l2tj23mlfxPC7bymvJnJ9tze3Sa1X5Hnc9ckeP56ODAAi8DoHbkf+ITKp4wBl+l9KrfPmU8/3Ayf9oHo1VrZH08sqVb1RTeTPSa0V+tt3Xix0xV1V/pi45IAACX0fgduQfr5xJI9s9WDzX9aqu14nc0eP5LT3PmfM8rvk8x+Phz7bnVnrOz7bX7MWq2tkX40dPHoMNAiDwGgRuS/6ZVAKu7As7/7jPdY3P+bJzrvySrXj4R49quPR6Wc/1fNxI91qRm2339WKjeap4Va/KwwcCIHA+Arclf4dGpCKpWLbD7z7Xc0w1JCN39Ci3J/OcVW6VI5+kxmVb/pbM+dmOcfJJeq3K53HpkTf7aAwSBEDgdQjclvwzsQgykZOk/JLuly4ZOa5rzB4ZdbY+Pn8eqzVkf9hbfqp897nu68n6aM5cpzW+yhvVJg4CIPB1BG5L/nr1IA897pOepZNNHhe5ikvKp9yRzPPJVr0sFc9SeeF3PefN2lEjPz5WMfdJ78WUk2WMyT/uky6Zc7FBAATOReB25B9k4U/A4wQiXTLD5/6e3orlem77GPnD5/6su60xITVOMseU4/4r6Xovrb+SV3+HK+HJWkDgaARuR/4VAE40HhfhZJ/brqtO+LKuWiOpesqTLel13Zf9brf0GO8x1buCnFlX5MzkXeF9WAMIPA2BR5D/0zaF9wEBEACBsxGA/M9GmPogAAIgcEEEIP8LbgpLAgEQAIGzEYD8z0aY+iAAAiBwQQRuS/69vyjsxWIPWvGW3/ct52Tbc3tz5by72xmHbN/9/Vg/CDwNgceQf5BN69GmiZBGMvKV09NHsTyvbI3L6/X41fW89hn76u/E+kBgJQRuSf4VMcsnqU2ULRn+0GVLyu9SNdzn+SO/5smyquu+O+otXO74LqwZBFZA4JHkL7KNDWyR0ha/6s3Kal41k8/ruuIz0tfh+e7PtXOsFfd6M3pVN/tm6pADAiDwWgRuR/4tYnF/QBi2y6y7rdzvB9hY2ZI5b+SPeG9MxPxRvZ7M9WRL+lj3ue45oXvM9ZxX2Tl/ZFc18IEACLwegduRv0PkRDPSI7718bmk+zzhy7byJPOc7pceclRHuTlPtqTycs0qnnM0tpWruMvIHT2ejw4CIHANBG5L/pmgZI/kLOyqE/mhzz5eX2PkG9VU3haZa2qs+8OntUi28pSr+EhW8/iYHPcYOgiAwPsQuCX5O6FIl8xQZn/YoyfXqOxcN+d4XPN5jsfDn23Pbel5jOaR9HFVbmvenOt1sq65ejKPwQYBEHg/Arcj/4pkAsbKL5/DHL7eTyuuWj1Z1fV6Wc+1qvEtn9eKnGy3fKqnfEn5R+M8r9KrelUePhAAgfcicDvyz3Blssl2lR85vSePqezRPDGmypFPUrWzLX8lq9yRL8dlS/o8lc/j0iNv9tEYJAiAwDUQuD35VzCKvCSrnFnfLLl5XtTW3O6XT/FWrLc2r6E6Ln2s57qe8z3muteq9Cp31lfVwwcCIPA6BG5H/iKXkRSEygs79NlH47NUvSxznmzlhe264ltl1MiParT8VVw+SY2VPSNjTP5xn3TJnIsNAiDwPgQeS/4iHMmA2PUe5FVe+Nyfdbe9tsZJ5tiWdfnYK+h6Z71bJe/8flfAmDWAwFkI3Jb8HRCRkHwiIdmS8s/IPEa2ZJ4z/KqrHPlk+xjXc57yry7zO1TrrTCp8vCBAAi8FoHbkf9r4WE2EAABEHgmApD/M/eVtwIBEACBLgKQfxcegiAAAiDwTARuSf76HnlG5m2rvqeufHlc2K28lt9r5Jxse25vrpz3ZDtjlO0nvzvvBgJnI3BL8q9AmSWGKq/y+RyKj2SMUU5PH8U0t9dyX/j9Uezu0t9pVr/7O7N+EHgXApC//ZZOJpzYlPDpR/HKn30+poqprqTna54slVPV89hT9Aqbp7wb7wEC70bgtuQ/IoYcF9DZn+1RXs6XLenjw7flibG5jterdPlGslpHHtObW+PzmJatfJet3Oz3MS09j8EGARDYhsBtyT9eM4hBP67nmGwnEvk0Pkuv57qPa/l7tTyWx8/EYkx+fFxLz3O57fXyeM+LWLZzvuzZPOW7zGNHto9FBwEQmEPgkeSfycKhqGI9X8S2Pj6f9DxHtpUnmed0v/SQozrK9TzXFW/VyrnZ9vGuz+b5GOkxdvQoFwkCILAPgVuTv7/yLNm08rJftqTP1dM9P/TZx2tqjHyjmsqblV7Px7T8W3MiX+8g6TVGel7HyB7VIw4CIPBjBG5H/iKTLdJfOxOJx0JXXFLxmfmU25O5bs71uOb0HI+HP9ueW+m9/F5s61y5VrartckXuaNHuUgQAIF9CNyO/FuvOUsuvTyPuR5zZjuvoxUP/+jJtfJ8XruqVY1v+bxWztkby3Uqu1e7ynffV8Z6HXQQAIEfEID8/4BFJpjKDl/v+QHWtpbrVplVjnySGpdt+Vuyl9+KtfytOcKfx2S7NTbyZp9WDfwgAAJjBJYkfyciEU2GynNybMZW3S0y6mrePE5zZr/yFR/JXn4Vyz63Q3fb587+bHuu61XerM/roIMACPQRWIb8g0AqEmnB47kaOyNH9VRXcpQf8VFuq0blr2qFLz8am/0+XjHlZqm4j8k52a5y3SddMo/HBgEQmENgGfKfg+OHLCcX13/I+LFW5YXP/Vl32ytqnGSOhd0a67l30/VOeu9KPvXd77ZXrPfeCED+af9ENu6Wb0ZqnHJlS4Y//1S5ntfSo47Hct072jPvEzkzeXd8f9YMAq9C4DHk/yrAmAcEQAAEnoAA5P+EXeQdQAAEQGAjApD/RsBIBwEQAIEnIAD5P2EXeQcQAAEQ2IgA5L8RMNJBAARA4AkIQP5P2EXeAQRAAAQ2IgD5bwSMdBAAARB4AgKQ/xN2kXcAARAAgY0IQP4bASMdBEAABJ6AAOT/hF3kHUAABEBgIwKQ/0bASAcBEACBJyAA+T9hF3kHEAABENiIAOS/ETDSQQAEQKCHwN/+bS96nRjkf529YCUgAAI3R+Cv//rz8+Pj8/P//t/rv8j/Byv32bRoM/LtAAAAAElFTkSuQmCC)
### ==Google協作平台報告==
網頁連結:
https://sites.google.com/new?hl=zh-TW

主題:VTuber近年趨勢報告
![](https://i.imgur.com/9eWuCsn.png)
![](https://i.imgur.com/EkEZUfs.jpg)
![](https://i.imgur.com/4iziRMY.png)

報告完成連結:https://sites.google.com/view/vtuber-report01/%E9%A6%96%E9%A0%81
### ==學習心得==
**這學期所學到的東西，除了課本上的演算法、和各種的資料結構以外，還學到很多電腦的小知識、基礎的快捷建等等，增加生活上使用電腦的方便性，電腦的實作課，使我們了解流程圖的設計流向、步驟，訓練中、英文的打字，提高打字準確率、效率，python智能、簡單的功能，用程式碼使電腦幫們提高做事效率，Google協作平台也讓製作報告時，更好呈現報告的完整性!!σ`∀´)σ**
