{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"# 0. Prepare","metadata":{}},{"cell_type":"code","source":"import numpy as np\nimport pandas as pd\nimport matplotlib.pyplot as plt","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2022-12-28T14:48:21.416848Z","iopub.execute_input":"2022-12-28T14:48:21.417213Z","iopub.status.idle":"2022-12-28T14:48:21.42182Z","shell.execute_reply.started":"2022-12-28T14:48:21.417184Z","shell.execute_reply":"2022-12-28T14:48:21.421019Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df_train = pd.read_csv(\"../input/rsna-breast-cancer-detection/train.csv\")\ndf_test = pd.read_csv(\"../input/rsna-breast-cancer-detection/test.csv\")","metadata":{"execution":{"iopub.status.busy":"2022-12-28T14:48:22.522494Z","iopub.execute_input":"2022-12-28T14:48:22.523307Z","iopub.status.idle":"2022-12-28T14:48:22.670847Z","shell.execute_reply.started":"2022-12-28T14:48:22.52326Z","shell.execute_reply":"2022-12-28T14:48:22.669758Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df_train.describe(include='all').T","metadata":{"execution":{"iopub.status.busy":"2022-12-28T14:48:23.139339Z","iopub.execute_input":"2022-12-28T14:48:23.139752Z","iopub.status.idle":"2022-12-28T14:48:23.242591Z","shell.execute_reply.started":"2022-12-28T14:48:23.139717Z","shell.execute_reply":"2022-12-28T14:48:23.241427Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df_test.describe(include='all').T","metadata":{"execution":{"iopub.status.busy":"2022-12-28T14:48:24.557529Z","iopub.execute_input":"2022-12-28T14:48:24.557912Z","iopub.status.idle":"2022-12-28T14:48:24.597348Z","shell.execute_reply.started":"2022-12-28T14:48:24.557882Z","shell.execute_reply":"2022-12-28T14:48:24.596509Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def plt_value_counts(df):\n    col_name = df.name\n    df = df.fillna('NaN')\n    df = pd.DataFrame(df.value_counts(dropna=False))\n    w = df.index.tolist()\n    h = df.iloc[:,0].tolist()\n    plt.bar(w,h,tick_label=w)\n    plt.gca().spines['right'].set_visible(False)\n    plt.gca().spines['top'].set_visible(False)\n    plt.title(col_name)\n    for i in range(len(w)):\n        plt.text(w[i], h[i], h[i], ha='center', va='bottom')\n        \ndef plt_histgram(df,bins):\n    col_name = df.name\n    plt.hist(df,bins=bins)\n    plt.gca().spines['right'].set_visible(False)\n    plt.gca().spines['top'].set_visible(False)\n    plt.title(col_name)","metadata":{"execution":{"iopub.status.busy":"2022-12-28T14:48:24.775618Z","iopub.execute_input":"2022-12-28T14:48:24.775999Z","iopub.status.idle":"2022-12-28T14:48:24.783816Z","shell.execute_reply.started":"2022-12-28T14:48:24.775967Z","shell.execute_reply":"2022-12-28T14:48:24.782932Z"},"_kg_hide-input":true,"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# 1. Understanding of Data Items\nデータ項目の理解","metadata":{}},{"cell_type":"code","source":"explain = [\"ID code for the source hospital.\",\n           \"ID code for the patient.\",\n           \"ID code for the image.\",\n           \"Whether the image is of the left or right breast.\",\n           \"The orientation of the image. The default for a screening exam is to capture two views per breast.\",\n           \"The patient's age in years.\",\n           \"Whether or not the patient had breast implants. Site 1 only provides breast implant information at the patient level, not at the breast level.\",\n           \"A rating for how dense the breast tissue is, with A being the least dense and D being the most dense. Extremely dense tissue can make diagnosis more difficult.\",\n           \"An ID code for the imaging device.\",\n           \"Whether or not the breast was positive for malignant cancer. The target value.\",\n           \"Whether or not a follow-up biopsy was performed on the breast.\",\n           \"If the breast is positive for cancer, whether or not the cancer proved to be invasive.\",\n           \"0 if the breast required follow-up, 1 if the breast was rated as negative for cancer, and 2 if the breast was rated as normal.\",\n           \"The ID for the matching submission row. Multiple images will share the same prediction ID.\",\n           \"True if the case was unusually difficult.\"]\n\nexplain_jp = [\"病院ID。\",\n           \"患者ID。\",\n           \"画像ID。\",\n           \"胸が左側(L)か右側(R)か。\",\n           \"画像の向き。スクリーニング検査では2つのviewを撮影するのがデフォルト。\",\n           \"患者の年齢。\",\n           \"患者が乳房インプラントを行ったかどうか。サイト1では、乳房インプラントの情報は患者レベルのみで、乳房レベルでは提供されていない。\",\n           \"乳房組織の密度評価で、Aが最も密度が低く、Dが最も密度が高い。組織の密度が極端に高いと、診断が難しくなることがある。\",\n           \"画像診断装置ID。\",\n           \"乳房ががん陽性かどうか。目的変数。\",\n           \"乳房のフォローアップ生検が行われたかどうか。\",\n           \"乳房ががん陽性の場合、浸潤がんであると証明されたかどうか。\",\n           \"乳房がフォローアップを必要とした場合は0、乳房ががん陰性と評価された場合は1、乳房が正常と評価された場合は2。\",\n           \"提出用のID。複数の画像で同じ予測IDを共有する。\",\n           \"ケースが異常に困難であった場合True。\"]\ndata_columns = [\"site_id\",\"patient_id\",\"image_id\",\"laterality\",\"view\",\"age\",\"implant\",\"density\",\"machine_id\",\"cancer\",\"biopsy\",\"invasive\",\"BIRADS\",\"prediction_id\",\"difficult_negative_case\"]","metadata":{"_kg_hide-input":true,"_kg_hide-output":false,"execution":{"iopub.status.busy":"2022-12-28T14:48:25.430382Z","iopub.execute_input":"2022-12-28T14:48:25.430928Z","iopub.status.idle":"2022-12-28T14:48:25.441777Z","shell.execute_reply.started":"2022-12-28T14:48:25.430868Z","shell.execute_reply":"2022-12-28T14:48:25.440303Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df_explain = pd.DataFrame(explain,columns=['official explain'],index=data_columns)\ndf_explain['日本語訳'] = explain_jp\ndf_explain['train']='-'\ndf_explain['test']='-'\nfor col in df_explain.index:\n    if col in df_train.columns:\n        df_explain.loc[col,'train']='○'\n    if col in df_test.columns:\n        df_explain.loc[col,'test']='○'\ndf_explain.style.set_properties(**{'text-align': 'left'})","metadata":{"execution":{"iopub.status.busy":"2022-12-28T14:48:25.986549Z","iopub.execute_input":"2022-12-28T14:48:25.987512Z","iopub.status.idle":"2022-12-28T14:48:26.07372Z","shell.execute_reply.started":"2022-12-28T14:48:25.987469Z","shell.execute_reply":"2022-12-28T14:48:26.072612Z"},"_kg_hide-input":true,"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## 1.1 What's the view?","metadata":{}},{"cell_type":"code","source":"plt_value_counts(df_train[\"view\"])","metadata":{"execution":{"iopub.status.busy":"2022-12-28T14:48:27.085492Z","iopub.execute_input":"2022-12-28T14:48:27.085942Z","iopub.status.idle":"2022-12-28T14:48:27.351822Z","shell.execute_reply.started":"2022-12-28T14:48:27.085905Z","shell.execute_reply":"2022-12-28T14:48:27.350556Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"There are two main view of mammography.マンモグラフィの撮影方法は大きく2種類。\n- MLO：内外斜位方向\n- CC：頭尾方向\n\n![manmo.png](attachment:5d807500-5f67-40e2-842a-893d1e908398.png)\n\n参考：国立研究開発法人国立がん研究センター中央病院「乳房X線検査 (マンモグラフィ）」<br>\nhttps://www.ncc.go.jp/jp/ncch/division/radiological_technology/radiological_diagnosis/xsenkensa/020/020.html","metadata":{},"attachments":{"5d807500-5f67-40e2-842a-893d1e908398.png":{"image/png":"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"}}},{"cell_type":"markdown","source":"## 1.2 What's the invasive? 浸潤がんとは？","metadata":{}},{"cell_type":"markdown","source":"Invasive is cancer that has spread beyond the ducts and lobules into the stroma outside the ducts.<br>\n浸潤がんとは、がんが乳管・小葉を越えて、乳管の外の間質にまで広がっているもの。\n![img_basics-inasive01.jpg](attachment:e8038646-4713-4863-b73c-1fa83c189032.jpg)\n参考：中外製薬株式会社 「浸潤がんと非浸潤がん」<br>\nhttps://oshiete-gan.jp/breast/about/basics/inasive.html","metadata":{},"attachments":{"e8038646-4713-4863-b73c-1fa83c189032.jpg":{"image/jpeg":"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LHvWaM14L/AMM5/Gj/AKOL1X/witJ/+Io/4Zz+NH/Rxeq/+EVpP/xFAWPes0ZrwX/hnP40f9HF6r/4RWk//EUH9nT40D/m4vVf/CK0n/4ii4HvWaa8ojQsxCheST2rwG9+APxjsLOSe4/aO1KGGFDJJJJ4N0hUjUDJYkpgADkk9AK+T7jw38cv+Ci2o654a8O/HfXoPgbE72Go+KP+EasLOfxW6tiWCxESK5tgQUeYuFf5lAZdwPXhcJOteb0hH4npp6Xau30W79E2salRRahHWUtlrr+Gi7voeyfF39sfxh+1148u/hx+zzdR2uk2Mz2nir4jS25ksdJXoYdOOQLi5+98wyq/KQcHevrX7N/7MHhH9ljwP/YvhWxZGuX+0ajqNy3nX+r3ByWnuJj80jsSx9BkgADArzP4dfsafEb4SeCdN8N+GvjhdaNoekwiC0s7fwXpSxwoP+AZJJOSxOWJJOSSa2/+Ge/jH/0cHqn/AIRulf8AxFdWLzCMofVsNHlp/jJ95Pq+y2XTq324HLnSl7eu+ap36R8o9vN7vrpovc6K8M/4Z7+MX/Rweqf+EbpX/wARR/wz38Yv+jg9U/8ACN0r/wCIryz1D3OuL+Ot3p6+BLi3vLoQSzYa3UDc0jqQcAfoT2z+B4D/AIZ7+MQ/5uD1T/wjdK/+Irxz49/CT4snxZFY3Hx01O8WzhBUt4U01AC/JwFT0xz7VNSVonq5Lh3VxcbX93XS19PXTex0XU/riqXiDV/7E0trhV3tuWNAT8u5mCjJ9BnJ74rl/hj4C8XeEtUuJvEXj268W20sWyK3k0e1shC+R84aIAtxkYPrV/xIreJPF9npi+X5NjtvZyx3FsHAXHT0PPauJvQ/VcP77vJW73/4B0GnW5s7CGMszsigMxxlj3Jx61N1/wDrUGpLW0lvp1hhjkmkk4VEUszfQCmiebqzpfg5op1z4jacmHKW7/aWKj7uzkZz23bR+PavovFcf8H/AIbL4E0UyXCodSuwDKw52L1CA/qcdT64FdhXVTjZH5ln2PjisTen8MVZefmFFFFaHiBUd5dx2FpJPI22OFDI7f3QBkn8KLu9h0+2aa4mjgiT7zyMFUfUn6V4f8av20vC/hy0vtJ01JdeupBJaTNA4SGLIAJD4O77zAbc5KnkAgmZTUVdnfl+W4jGVFToQcu9unz2X3mD47+I2oeOtRZ55GjtlJEcEbERoM9/U+/8gK5WfWbW2kKy3VukgUuVaQBsDOT9ODz7e1efw614x8VnzLWFrONsoThUXB6H5ueB3HPTpV/SfgnAtwsupXc15twTGDhSf4gT1PzE9MVw+0beh+vUcDRw8OS6SXRamrqnxW0XTVXFw1x5gJHlJnkHHt17fTrVXTfilJqzbLfRNSkk2hgAAFI7ZPYe9buieFNP8P2iw2tvGqqd2WG5s+uTWjmj3u5TlSWijf1f+Ry0uveJ9RaNrTR7ezhIyxuZwxb8AQR+IqeDT/E0nmtJqGnRncTEqwblI9ycGuiPNFHL3YvbdFFL5f53OdGk+JY3Krqdi6Lhgz25357jA4xzxWlZ2mpWoCy3dvcjHLvFtYH/AICcY9sZ59udAnNFPlsRKo3ul9yBc7RuxuxziijNFMgktLV766jhjGZJmCKCcZJOBX0d8NPAMPw/8Orbqwkupj5lxIP4mx0HsP8A69eI/Cfw2/ifx3Ywr/q7eQXEpIyAqEEj8TgfjX0h2roox6nxPFeMd44aL03a/IM18p/Eq5Sb9prx18zM6ixQf7Ki2Q/qWP5V9WDk18i+JG+1/tDfEK5+9/psMA/4BEAf5Vw5s/3UV5/ozn4UjerWl/c/9uid74PQQfBzxhMfvTSWUIx2/elj/wCgisr4WHHxK8P/AHj/AMTGDgevmLWhor+R8FNcKn/XalaxnjqAsjf0qH4LQfaPiroS/wDT0rc+2T/SvLjrKmv63Z60naliZPu/whE3tculbRPiRMvzLdavCikennzPn6cVhfCrzF1DWtjFV/sW9347jym6fjj8K0dKO34VeM26xyX9ooJ/i+eQ1R+EQT+2dUaT7q6Nekn0/csP61W84P8ArdmcUo4esuzX4QgWPgGo/wCFiRycEwWly6j1PkuP61wt3qB0v7PMrbdt1AM/WVB/Wu0+CLbfH64b5vsd3jjv9nkrgfFLiPTIyef9KtgPqZ0A/WsX/Dj6v9D0KEb4yafVQ/OR93gUtIKWvrD8XCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigANIDzXj37efxI8SfCr9mu91Twlqkei69da7oGkW9+9ql19kW+1qxspXEcgKswiuHwCMZwaxV/Z0+NGP+Ti9V/8IrSf/iKQ7dT3zNZ/iTxbpfg6xiutY1LT9Lt57mGzjlvLhIEknmkWOKIMxALu7KiqOWZgACTXk/g34E/FjQvFen3mrfHXUte021uEkutOfwlptut7GDlozJGgdNw43LyK5v8Aa18Ga98Yv2i/hDoM2myWPw08G6m3xA8Ta9cyxx2r3FgCunWCktnf9qlS6YsoULZrhiWIBcdjqPgR+1xZfFDxF8QtP1xdI8NN4S+IU/gPS/O1BQ2typZWt2mwOF/fOs8n7pdxxCSCRnHkv7f3/BT2+/Y98Vr4Z0jwx4a13xBqDW8empe+LbKzad2BllEluzCWJVgSVhI+1WKjBJIB818MfBbVP2k/g3+1F/wgt3Yt438N/HKXxZ4Ou2lBt21XT7DR7iCNmzjy5tj27npsnesn/go98cLiaf4QeOL34b6j4V8WaOI/EFpbXa6BqWpX91d6bc2kmk/2dNfRXV1NELl8LCj/ADoCoODiXJ2LUVc2fBX/AAXGbxZ8UpdN/wCEP8GpoeqWFvcaDdP8QtMgN3KGuBdq8kjhF2COHCna3z/xblr9Aw2a/CH9hDxHu+JfhXVoPAeuaX4g026vBp/h3xHfWkNre2xuXiuV06HVdcSGTOxo3aCB/IlDL1UE/tN8avAHjD4gWenp4R+IF14Clt3drmWDR7XUvtikDaCJ1IXaQTleuaItsVSKT0O6zRmvBf8AhnP40f8ARxeq/wDhFaT/APEUf8M5/Gj/AKOL1X/witJ/+IqiLHvWaM14L/wzn8aP+ji9V/8ACK0n/wCIo/4Zz+NH/Rxeq/8AhFaT/wDEUBY96zRmvBf+Gc/jR/0cXqv/AIRWk/8AxFH/AAzn8aP+ji9V/wDCK0n/AOIoCx71mjNeC/8ADOfxo/6OL1X/AMIrSf8A4ig/s6fGhR/ycVqv/hFaT/8AEUBY96zTZZRFEzMVVVGSScAD1r5/v/gL8YtLsZrm6/aQ1C3trdGllml8G6QkcSKMlmJTAAAJJPAFfJsvhT44/wDBR+81zw/onx0162+BMbPY3viRvDNhZ3Pi6RWIlhsliRX+ygja0rOA+SoBG4V14XBzrJzekI/FLt6Xau30XX0Taxq1eVqnHWUtlrr+Dsl1fT1aR7N8Vv2wPGX7ZHjm6+Hf7Pd4LDw/ZSyWnin4kSW5a008fdMGmtkCe4+984yq/KQRkOPX/wBnP9mfwj+y34DXQfCen/Z1mbz76+nbzr7VpzndPcTH5pJGJJyeBnAAGBXmXw//AGOviR8LPBWm+HfDvxwutH0TSYRb2lnbeCtKWOFB2Hycknkk5LEkkkkmtn/hnv4xf9HCap/4Rulf/EV1YvMIyh9Ww0XGn26yfeT6vstl06t9uBy32UvbV3zVH16Lyiui7vd9eiXufWivDP8Ahnv4xf8ARweqf+EbpX/xFH/DPfxi/wCjg9U/8I3Sv/iK8s9Q9zrifj1d6ePAs1veXIhnlYPbIF3PI6n09OcE9BkfSuC/4Z7+MX/Rweqf+EbpX/xFeNfHn4S/Fl/GC2Nz8c9TvFsYhtJ8KaagBYZOAqemPyqKkrRPWyTDyq4uNr+7rpa+nrpudIefriqPiHV/7F00zKu5mdYkycKGYgAk+gzk/SuZ+GHgPxZ4S1G6l8ReO7jxZBNGFihk0i1shA2clgYQC2emDV7X1bxJ4zs9PHliHTdt5NkkljkhV/Dg4PYiuST0P1PD++7yVl1v/wAA6DT7b7HYxRFmZo1AJbqT3JxU1BqSzs5tQuVhgikmlkOFSNSzN9AKES5dWdR8E9FOt/EXTxtfZak3LFR93ZyM57bsfmK+iDXI/CP4br4C0TdMqNqV0MzOOdo7ID7d8dT9OOurrpx5VqfmWfY6OKxN6fwx0Xn5hRRRVnihUOo30emafPczHbFbxtK5HYKMn+VF7qFvptu01xNFbxKMs8jhVXv1P4/lXhvxt/bS8MaJYX2j6XHLrt1KsltJJC4SCI4A3ByDv5JxgEZU88jMymoq7Z6GX5biMZVVOhBy726L12X3mH44+ImpeO9TaS4k2Qg4jgjJEaD6dz79fpwK5afWbO1kKyXVvGyqXKtIAdozk49ODz7GuAh1bxl4sO+1haziYFGYhUUZ9N3zZHqOa0NI+CdtHcCXULqa824xGPlX1OT1PzEnjFcHtG9j9epYGjh4cl0kuiNTU/ivo2mhcTSXDSKWURITnBxjnHJIP5fSqunfFKTVWZbfQ9SkkCBgAAF/E9v61vaL4WsPD9msNrbxqqnOSNzE4xnNaAOKfvdynKktFG/q/wDI5d9c8UajLE1ro9tZwkZb7TMGZufY5H4iprfTvE0kcjSahp8bgnylWAupHueDx9K6Kijl8yPa9opfj+dznRpPiRJGVdUsJI/4Xa3O4+uQOOD9f6VpWdtqVsu2S6t7hcffeIq2fwOPwx/LnQJzRnmny2JlUb3S+4Fzt5698etFFFMgm0+yk1K/ht4RumuJFjQE4yxOB+pr6Q+HPgWHwB4cSzjYSTSHzJ5P774HT2A4FeI/Bzw0/iXx9YquBHZuLqUkZGEIIH4nA/E19GGuiiup8TxXjJc0cNF6bv8AQK+T/G91HeftE+PnB/ffabSNv91bZFH67q+sK+O3ka8+NXxEumbcW1p4M+0e5QPwzXBmz/dx9f0ZhwpH95Wl/c/9uj/kekeG0Ft8EvE02Pmur20g+gXc39aofB04+KWg5DH/AExOn1qzZsYfgXfEf8ttahQ8dQIZD/hR8B4vO+LmiDjCzM5z7Ix/pXmR+OmvT8z1KjtQxMn/AHvwil+ho6xcr/whXjSZPmW812JFI9AZnyfasj4X+ZjxFsbao0S53/7S/L0/HFXNJLR/BDXW6rJqlugJ/iwrk1X+E4QTeImk4C6Fd8n1KgD8ycU95x9P1ZHLy0ayXSS/BRLHwNXHiu+kIy0OlXbgev7sj+tcbZ6idK1zSJlYqf7UskyD/euY1P8AOus+DLbfEmoYOG/sq8xx/wBMWriNRdVvNJ3Lu3avYgfX7VFUfYj6v9DtpxviaifaP6n3OBzTqavBp1fVH40FFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHM/GT4u6J8BfhhrHjDxI+oR6HoMH2m9ex0251GeOPcFLCC3jklcDIJKodqgscKpI+c/EH/BX/wAC+H9F1bWJPB/xCXQdJtL+f7bd2tlp8l7NZXENvdWsFpc3Ud200LzDzAYVWPaQxBIB9j/bQtbXU/2W/Gmn3x8WfYdWsP7Muh4Z0Ea7qjw3DrA6xWZhmEu5ZCGzGwVC7HAUsPyA1Xwh4ov/AAv+0Z4uj0j4t3PhDSdHk8GJeeItG0LT47adJrG5lublYxbXcU8vl2sRiit5Wfy4nmmIRVSJSszSnFPc/Yr9pn9o7T/2Yfh5a+IL/QvEXiQ6hq9lodnp2hxQSXl1dXk6wQIonlij5kdQSzjGa8Z03/grh4F8SaX4fk0XwV8YNc1LVTbz6npml+CNQ1W48N2k011CLm7ayjnhA8yzmAjjkeRsZCkAkc1/wVJ+Iui/F34f6f8ADvRbdvEnibSvib4TsL7RjfXGjiWSWVL+OIXqKTHut42YyRbmQAnggV+Zni/RLPwv4e8F31x8O/7av4dJ0y21FZNM0Hxf9l0tdbu4mit4tQs5biK8l8++EOXAuGsSSuMGlKTKhTTWp+xnin/gof4D8P8AwX0D4gWdj4617wt4lguJ7O80zwnqMwi8mUQlbhfJDWzNIdirMELEEAcGvLPCH/BanwJ4qHw+P/CB/Fy2Xx1pv2xj/wAIjey/2dOYbSVLU7Yz50j/AGyIAxblO5D0kTPgnxB+A/hjxN/wST+Ffhu48N65day0Q1PwXJpunaz4ktYNOXVra/230vh6xnhgkltRGvyxPGrlxEzhGavjXwZ4g8F/tJftGeL7PwjaSXlvZeLtO8S3vhfSm8Y6lHdvZJYO20w+F5b2OHfbpFIZjHKHEmz5DG5HJocaaZ+v37ePi2Hx5+xZpmsQWeqafDqXi3wZcJbanZSWV5CG8T6UQssMgDxuO6sAR6V9HgYNfKH7TcmnSf8ABOXwedJ0u80TTz4h8EeTYXUF5BLZj/hJdJzGUvY47pcHIHnRo5GCVU8V9YDrVLcy6B1qj4m8L6b408O6ho+safY6tpOrW8lne2N5As9teQSKVkikjYFXRlJUqwIIJBBFXqKok5r4VfBjwf8AArwr/YXgjwr4b8G6J5z3H9n6HpkGn2vmvjc/lQqq7mwMnGTgVOvws8Mr8QZPFq+HdDXxVNarYvrQsIv7Qe3UsVhM+3zDGCzELuwNx45Nb1FAHE3f7Nvw+1L4br4OvPBPhfUPCazy3Q0e90yG6svNlleaSTypFZdzSySOTjq5Peu1VQgwOAOAB2paKACiiigAooooAKKKKABjgVHLcLFEzOyqqAliTgKB1NPb7tfCf7V3xn8Tft7fHrVP2f8A4Z6hcaT4H0EiP4k+K7Y/MFJO7S7Z+m9sFXPJJ3Ajajh+/L8BLFVGr8sYq8pPaK7+b6JdXZHLisT7JJJc0pO0Ut2/61b2S1JfiZ8QNX/4Km/EHUPBPg/ULnSvgD4bvPs3ijX7ZisnjW4Qgtp9o46Wo6SSg/NnjK43fVXhjwvp3grw7Y6RpNjbabpmmwJbWtrboEjt40GFRVHAAA/T3qh8M/hnofwd8BaV4Y8N6db6Toei2621pawrhY0HqepYnJLHJYkkkk5rdq8fjo1bUaC5aUfhXV95S7yfXstFoj1MuwHsE6lV81SW76ei7Jfju9WFFFFeaekFFFFAB1rwv9pHafHkOOv2RM85/ib+mK90614X+0Zp0tt47W4ZXMd1boUYr8uRkED6cH/gVZ1fhPouGLfXfk/0POdRv4tLsZbi4cRxQqWZm7CsP4bRzTaLJf3HltNqUzT7lHVeFXsD26c/0EXxCdtdktdCgUyNfOr3DKR+4hVgSfx7fQ10tvbraW8cUa7Y41CqPQDAFce7P0zSNPzl+S/4P5DieK674JaFcav8QrN4d6pZEzyuB90DjH4nj8T6Va8C/AzUPGWnQ3sk8VjaTZ2llLSMM4yF9Pckf1r2LwP4IsfAOjfZbQbtx3yytjdK3qfYenb9a6KdNt3Z8nnWeUKdKdGk+abuvTo/+GNo9fxoryv45ftY+HfhBayW9vLHrOtMp8u1gcGOI9P3rjhe52jLHHQZzXht98aPip+0fp01joWn3kFqJ97zacWg2gjHlNLkDbznBOcHnNVOvFO27Pnsv4axWIp+3nanT/mk7fPX/hj6o8c/E7QfhvpjXms6lb2cKusfJ3NuYEgbRzyATXgvjH9tXWPHqXWi+BNA1CTULiZ4oLtU85hEMfvFQDhjz97hRgnrxN8KP2AbKG0W68Y3kt1eMcm0spdsSD/bfG5j67cYPc9a918DfDjQfhbo7Wmh6fBptqxMj7WLFzgZYsxJPAHU9qLVZ7+6vxOnmyfAt8l8RNPS65Yfm2/xTPnbRf2SvHvxdvbW6+IHiCe3tYQdsJmFxcAE7jgD92vJIzk4xjGAK9m8AfsveCfhzJ51no0N1dYA869P2hgQc5UNwp91A6CuoX4haG9ykQ1bT2kkyBidSOOOucfnUvifxhpvhCwFxqFykKtwgHLyH2A5P9KqNKEdTmxucZliWqOsYvaMU4r7lv8Aich8VPglH4ska+03yoNQc/vA52xyj8B97/PpXH2v7N+uyxyNNNYw7VO1fMLFjjgdMD867KD9o/QJrsxtHqEUfTzTEpH4gNn9KueIPj14f0SGIwzSag8qhwsC/cB/vFsY+nWhxpt3OrD4nOKEVQjBvtdX/Hb7zwW+sZtNu5Le4jeGaFirowwyn0NQ16pqXxK8J/Ei+WLWdNmscDbHeBssvPQ7RnH1BArpdI+AXhpIhMv2m+jkXKl5wVI9QVA/yayVO/ws92pniw8F9bpyjL0un6O9jwY0V33jH4A6to12zaan9pWjMSmzAkQZ4BBPPGORWZpXwV8Sarc+X/Z72y/xPOwRV/qfwFTyyTsehTzTCSh7RVFb1/Tc5SjrXrI/ZfY2a/8AE4AuP4v9HzH+B3Z/H9Kbp37MEhnBu9VTyQeRFCdzD6k4H5Gn7ORy/wCsGAtf2n4P/I8+8MeBdU8ZLMdNtTci3x5h3quM5xyxHoeOtbmnfAXxLe3KpJZx2sZ6ySzoVH4KSf0r3Pw34ZsfCemLaWMKwxLyccs7f3mPc8dav55rWNFW1PncRxXXc37GKUel1r+djm/h18NLP4d2Uqwu1xdXB/ezsoBOOigdh398/l0lHaitdlZHzNavUrTdSo7thXxvo92dW8e+Orw8+d4ju0H+6rAD9DX2RmviX4S6iNZ0zVr0DH2zVrif/vog14+bP3YLzZ9VwrH3a8/KK+9v/I9et12fs+XDY/1mvouQPS3J5P41B8C1ZvippTL96Myyf98xO39Ks3Ba3/Z8tU2/Lda88pYdtsAUD9T+VH7P6gePmkOR5VjcuGH8P7ojP61wx/iQXodlSVsJiH5y/KxHpc+34G6up/5aatbjP947HPP5ZqL4PBX1zUvMjEkY0i7ZwemBETz+IFSWce34C3r7uG1uJdvpiB/8f0pnwgk+zalrUm0N5Wi3bbT3+TvUx+OHoVU/gV7d3+SJvgMCfH3C7v8AQroYHX/Ut0rzvxLcLaWMMjJ5ix3tqxU98XEZr0X4BF0+ISyRqGeOzuWUep8lsV534ltzc6Wsf3f9IgP5TIazl/Dj6v8AQ7cNb67O/aH5yPu1RTqQUtfWH4wFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHM/GT4u6J8BfhhrHjDxJJqEWh6DB9pvZLHTbnUZ449wUsILeOSVgMgkqh2qCxwqkj501z/gr14H0XSNU1VvB/wAQhoml2t9Mt5dWtlp8l9PZXMNtc2sFpc3Ud200TzDzAYVWPaQzKSAfYv20LW11L9lvxpYXx8WCx1aw/sy6HhnQRruqPDcOsDrFZmGYS7lkKtmNgqF2OApYfkQfCHijUNK/aE8Wx6R8W7rwhpOlt4Lju/EWjaFp8dtOk9hczXNysYtruKeXy7WMxRW0rP5cTzTEIqpEpWZpTinufsF+0z+0dYfswfDy18QahoXiLxIdQ1ey0Oz03Q4oJL26urydYIEUTSxR4MjqCWcYzmvGNM/4K5eBfEum+H30XwX8X9d1HVDbzappmleCdQ1a48NWk0t1EtzdtZRzwgb7SUCOOR5GxkKQCRzf/BUj4jaL8XvAGn/DvRbb/hJfE2l/E3wpp99opv7jR/NkllTUI41vUXMe6CJm8yLcyAE8ECvzK8U6BY+FdA8IahP8Ov7Zv49K0uDUw+maD4v+zaYutXUTRQRX9nLcRXkgmvhDlx9oawJKdDSlJlRpprU/Y7xX/wAFDvAfh34K6D8QLOx8da/4X8S2889leaX4U1CcR+VKIdlwvkhrZmkbYqzKhYhgBkGvLfCX/BaXwL4pb4f/APFB/Fy2HjrTTeMf+ERvZP7OnMVpIlr8sZ86R/tkQBi3L8yHOJEJ8D+InwG8L+JP+CSvwr8OzeG9cu9aaEal4Nk03TtZ8SWkGnLq1tf7L6Xw9YzwwyS2ojX5YmjV9wiZwhYfGvgnX/Bf7SP7Rvi608JWcl5b2Hi7T/E154W0o+MtSju3s0sGbaYfC8t7HDvt0ik84xyhxIU+QxuRyY400z9fv28fFsPjz9izS9Ygs9U0+HU/FvgydLbUrKSyvIQ3ifSjtlhkAeNx3VgCK+jwMGvlD9pptPf/AIJyeD/7K0u80TT/APhIfBHk6fdQXkEtn/xU2lZjZLyOO5GDkDzo0kxgsqk4r6wHWq6mT2A8iqHibwtpnjXw3qGj6zp9jq2karbyWl7Y3sC3FteQSKVkikjcFXRlJBVgQQSCCKv0VRJzXwr+DPg/4F+FV0HwR4V8N+DdDWV5xp2h6ZDp9qJHxufyoVVdxwMnGTgVPH8LPDMXxAl8WL4d0JfFU9qtlJrIsIhqElupJWEz7fMMYLMQu7A3Hjmt6igDibn9m34fah8N4/B154J8Lah4UhnkuU0i90yG6sllkleZ38qRWXc0kjsTjqxNdqq7elLRQAUUUUAFFFFABRRRQAMcCoprlYIGkkZY40BZmY7QoHJJNSN92vhD9qT4weJP+Cgnx81X4C/DfULjSfh54cYRfEjxVan55eSG0u2fpubDI55yQ4I2Iyyd+X4CWKqNX5YxV5Se0V3829kt29DlxWI9kkormlJ2SXV/oureyWpP8Q/HWrf8FVfiDe+EvC99daT+z34avPI8Ra3bs0c3jq4jbL2Nq4IxaKcB5B9/IwcYNfVvh3w7Y+ENAstL0uzttP03ToUt7W2t0EcUESDaqKo4CgcAD0qj8N/h1onwk8CaX4a8O6db6Voei2621naQjCxIP1LE5JY5LEkkkkmtrvV4/GRq2o0Fy04/CuvnKXeTtq+my0R6mX4H2CdSo71Jbv8AJLsl0+96sCaKKK809IKKKKACvCf2jAv/AAsJduN32WPdznJy39MV7tXg/wC0Rpstp4/a4ZX8u6hRkJHHA2kA9+mfxrOt8J9Fwvb67q+j/Q881LUodJ0+a6mdUhhUszH+X41jfDeGZtBa8uPLa41GVrgsgxlTgDt0wOnP9Kg+IBbxBc2mhQq0jXTrLcsp5hhUjJ/HtXSwQrbwrHGu2NFCqoHYdMVx7s/TNI07dX+Q6ux+BmhXGr/EK1li3rHY5mlcDoMEAfjnGPTPpVnwP8CdQ8YadDeyXEVlZzDKFlLSOM9Qvoe2T+GOa9i8FeC7PwHoos7RdwzukkbG6VvU/wCHauinTbd2fJ51nlCnSnQpPmm7r073Nj/PvRXk/wAcv2tvD/witpLWzkj1rWmU7LeCQGOE5x+9cfd7naMscdgc14hffGD4q/tJafJZ6Jp95DZrOWeXTy1uu08CJpcgEDPQ84655q5Vop23fkfPYDhrFYimq9S1On/NJ2/B/wDDH1P47+KWgfDbTftWsalBaRb1jA+85YgkDaOeQCcnivBfF/7aWt/EWC40bwHoGoHULiZ44btU85hCMDeFAwrHOTu4QY6k8WvhT+wBp9rYpdeMLyW7vGO42lnLshQejPjcx9cbQDnr1r3TwR8PdD+GGitZ6LYW+m2m4yuFJbJwASzMSScKBye1TapPyX4nTz5PgX7l8RNPRtcsPuvd/imfO+h/sj+Ovi1fW918QvEE0VtCDtg8/wC0TjPJwB+7XrgnJPGMYAr2b4f/ALMfgv4cSedY6NDcXXH7+8P2iQEHIK7shT7qB0FdMnxB0OW5SFdW095JD8oE6nJ+ucZPbPXtUnijxppvg+xW41C5SFZPuL955PoOp/pVxpQjqcuMzjM8S1R1jF7RinFfct/xOP8Ain8EF8Uzm+0vyoL5m/eI52xyD2wD81chb/s4a7JDK0k1jG0akonmFmkOOB0wOe5Ndrb/ALR2gTXRjaPUIU6CRolI/HDE4/CrHiL496Doax+TJLqDSJvAt14QH1LYx9OtDjTep1YfE5xQjGhGD8rq/wCO33ng13ZyWF1JDNG0MsTFXRhgqR1BqKvU9Q+InhP4lX3l6xp82ntjbHdhvmHPAO0cD6ggc/Wun0v4BeGYovMxc30ci5VnnyMHuCoFZKm38LPfqZ7GhBfWqcoy7aNfJ3seC9v880V3ni74B6xolyzWCf2lak8GMgSIPQrn07is/SPgn4k1a58v7A1queZJ2CKv9fyFTyy2O+GaYSUPaKorev6bnJ0V6yf2X2NquNYHn/xf6N8n4fNn/PQUmmfswSC5U3mrL5QPKww/Mw+pPH5Gq9nI5f8AWDAWb5/wf+R5/wCGfAereMYpn020a5W3IDneqYJyR94j07etbmmfATxJf3SpLax2kZIzJJMhAH0Ukmvc/D3hyz8LaYlrYwLbwp2Xq59Se596unmtY0VbU+cxHFddyaoxSj0ve/52Od+Hnw5s/h3prxQs09xOczTsMF8dAPQDP6muioorTRaI+ZrVp1ZupUd2wr4x8HX661rvi3UV2kah4hvJxtPGC+Rj2r7OHWviH4KXn9o+EJbkqFa4vJpWAHGWOa8fNnpBep9ZwrH93Xl/hX3t/wCR7FKpi/Z6h+X/AFviBnyB2FuB/U1D8Dgw+I9rIu7/AEeC5l49oJP64qxq262+AekR7f3d1q88xb3VAg/maPgQAviXVJOf3ekXbbh/D8mM/rXDH+LD5HXOX+yV33cl+hHbzbPgDcJ0La9HyP4v3DdfyqL4SorzeIt6CRf7Cu2IPYhQR+uKeI8fADfu4bxBtA7cW/X8c034Ty+QPEzbQ2NBuQQfcov9amPxx9CpfwKtv5n+hN8Dhu8SakAu4/2Td8Y5P7vtXB3twtnqGjysnmLHrGnsQe4F3Ea774FF08Uag8a7nj0m6dVPc+WcVwV5aG8udNj+6f7Tsmz9LqI1H2I+r/Q66H+9VL9o/qfcw60tIODS19WfjQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAZ/ivw5D4w8L6lpNxNqFrb6pay2ks1jeS2d1EsiFC0U0TLJFIAcq6MrKQCCCAa8v0H9hX4caL8AfFHwzm07WtY8L+NZ57rXv7W16+vr/VZ5ggeWS8llNx5mI4wGWQFdi4xivYKKAuzwrQ/+CcHwp8O6GLW203xM93/AGxJ4gOrXfivVL3WDqDadLpi3RvZrh7jzI7SZ0iO/ER2sgVlDCh4F/4Jd/Bn4Z3nhmbQvD+q6b/wjGpx62qQ67eiPVr+IIIbq/XzcXksZQMjT79pZyMb2z9CUUrIrmZ4x4i/4J8/CLxPoNvotx4TWHw3DqV3q8ugWeo3Vnot/dXTK0z3NjFKtvcqzLny5kdAXchQWbMGsf8ABOn4P+JZfEZ1TwdYX0fiLUrbVlQj7OdGng0+20+NtPkh2SWeLe0hXMLqeDzzivbqKLIXMz5t/bo8DWfw1/Ym0rQdPm1S4sdJ8W+DLeCTUtSuNSu3VfE+lYMlxcO8srf7Tux96+kh1ryf9tr4PeI/jr+zxe6B4SOi/wDCRR6xousWaavdS2tlM1hq1nftHJLFFK6B1tmUMsb4LDjGa5weNf2nv+ib/AX/AMOTq3/yipdR7o97JwK8c/aw/bh8H/sb2enzeLLTxLcf2nbXV3AdN0xriMR2yCSYyTErDFtQ7j5jr8qseisRF4P8WftEXXirTo/EHgD4L2OhyXCLf3On+PtSu7uCHI3tFE+jxJI4GSFaRATwWHWvEf8AgspLY2/wwtdYvLH4zX3/AAhOja3r8cXg7Q9Iu9NnzYS28q39zqNjdJbobeS4jOxcmO5mJSXCqBvQIx1sz1T4O/8ABQHT/iv8ZNJ8C3PgvxJ4Y8QapPrEMlrqF5p1xJpp06HTZ2W4+yXMyxySR6nAyxhiygHeFOAW/tVf8FGfCv7KPxP0Xw3qWg+LPERuI4rjXLvQ9NlvY/DMNxL9msWudinDXV1+6jXIPyuxwFGfkP8A4JzfDnxZ8GPjb8AbHxtpvi2xvL/RvHniL7X4hOji4uhevolw+0abI6+WhbAaYiRs/ciQJDHL/wAFX7Lw18XvCvwP+PHhm61zWLP4tXej+HrW1NgJgNKbTdb1aOaG3e0uXjuJJGg3t5LnZAgwo3NU8ztc05FzWPonwv8A8FePB/ir4gzaHbeAfi5Mt1HNJolxbeFLqf8At4WyxC/EKhetrNMsMgyfnDYyoyfrEHmvxh/Zs/Zn8M/E39pLwf4F1D+2PB2j+JIL+G0ZtFawvm1CFFvovsko0WzRGEdtdM4ZzuUdM9f1m+Ner/EjSLKwb4c+HfBHiC6eRxep4k8Q3WjxwoANpjaCyui5JzkMEA45PQVFvqTOKTsjuaK8F/4TT9qD/omvwF/8OTq3/wAoqP8AhNP2oP8AomvwF/8ADk6t/wDKKncnlPeqK8F/4TT9qD/omvwF/wDDk6t/8oqP+E0/ag/6Jr8Bf/Dk6t/8oqLhynvVBOBXgh8a/tQAf8k1+Av/AIcnVv8A5RVwH7TX7Y/x4/ZO+DGr+OfFnw9+Bcek6SqgRW/xH1R7m8lZtscMKNoih5GPQEgDkkhQWGlGnOrNUqabk3ZJbtszqSjTi5zaSWrdzU/4KL/tf618NotF+E/wzVb74x/EoNbaYqN8ug2pyJdQlP8ACEUOUJGMozchCp6b9kD9ljQ/2P8A4J6f4R0bddXAJutV1GRcTateuB5s7nk8ngAklVCjJxmvlv8AY6+Cv7S3hnxZ4j+MHijwP8Ita+IXxMEd1LLq3jbUbK40OyZVaPT0hXSZhEEAUMBIxOxAeVJP0D/wmH7S3/ROfgX/AOHF1T/5SV62PxVOlRWBwzvFazf80v8A5GN7RXrLqVleDm5vGYhe89Ir+WP+ct38l0Pc6K8M/wCEx/aW/wCidfAz/wAOLqv/AMpKP+Ex/aW/6J18DP8Aw4uq/wDykrxrnuHudFeGf8Jj+0t/0Tr4Gf8AhxdV/wDlJR/wmP7S3/ROvgZ/4cXVf/lJRcD3OivDP+Ex/aW/6J18DP8Aw4uq/wDykpR4w/aWP/NOfgb/AOHF1X/5SUXA9y61xH7QvijR/CHwuv7zWIftEeNltHsLM1wQfLxjlee/pkex84174m/tGeGtIuL6+8AfAmC1t13SSP8AEfVFUfidEwOa4b4F+MvH37Znj611TxNpmi+F9L8NSILrTdM1aXUrS6BcSKd8ltDucsqkqUwojBDZbjOpOy5Vuz2MnwbqT+s1LqnT1k9vRJ93sjX+Cf7LWtav4Zj8S315BHqOuReb5NwCrRxk5XJAONwwcY44GK9O8Pfs0W9rdeZqV81wiMGEUKbA3qGJz19u3fnjsPH/AMWPDvwusxNrmrWunhvuRkl5ZP8AdRQWI9wMCvmjxp+154z+MOqNoPg/TW0+O8kMEb2+ZLqQf7/AjGATkDgHrxms5ezpq3U+iw+IznNHKpBqEP5mkkl2TtrZdvm9T3X4l/tG+D/gfbW9ld3Ek06xgQ2VjH5siopKckkKuCpGGbPB4r5u8RfH74jftE6trGk6Clwul3UDs2nWkSFkgXGQZMb2Y4AIBwxOAMHB7P4afsBXOo3QvvGeqNuaUySWtq295uSSXlPQtweATjPIPT6P8L+C9I8FWkkOkabZ6bFM+91t4Vj8xvVsDk+5pctSp8WiM/rmU5X/ALsvb1f5n8Kd91/mvvPijw3+yD4/1OU79BW1yTiS6lT5SOem4g5PHIPeu9039k/4qTaOukSeJLOz0mRFZolu5NqFMBU2qv48HGRk819W9qO9OOFgu5hiONMdVd3GH3Xt56tnx7qv7OPxi8Ey+Zp+qXl9HHI026y1Zhhj8xbY5UklhyADk1j+NvE3xg+HWmx6brl1qv2ORfMKM8dwXReu51y+DnncR+lfbWM//Wryb9pvRGb+zdQRXZV3QSMF+VehGT2749frUzw6UbxbO/K+Jp4rEwo4qlB368ut911sn8j5n0T44wNAq6lbyRTqMs8QyrHnoDz6dT6/j2Fp48sddhhRNThmCDEUbTcoCegB6c9vemat4U03XCxu7KCaRwAzlMPx0+Yc8fWuZ1L4I2Ly+ZY3VzZupyq7tyj2B6/qa51zo+0/2ao+sX96O2HI/lRmuDsrLxF8PEj/AOYtp4Y+YqLmRV6kjvnr6jiuo8O+MtP8UBvsk26RPvIw2sO2cVUZdDOpRcVeOq7r9TU6VattcvrO1WGG8uoYVJYIkrKoJ6kAHHOBVXFFWc8oxlpJHYeC/jTrHha9j8+5m1Czzh4p3LED/ZY8g/pXv2najDqthBdW7b4bhBIjeoIyPpXyjWxovxA1rw5GsdnqV1DHHwse/dGP+AnI/StadW2jPnc34fjibToWjLr2f3dT6cNFeY/DP49/21eR6frKxwzSHbFcINqOewYdifUce1enVvGSkro+GxmBrYWfs6yt+T9AooopnIFFFFAEd7dLY2c0zfdhRnP0AzXxX8GIPs/w207ja0nmOffMjY/TH5V9efE2+/sv4beIbr/n30y5l/75iY/0r5O+GELW3gDSVbn/AEZX/A814mbS96C9f0PtuF42w1WXeUfwUv8AM9W1x/K/Z/0NP+euqTyH3wuP61X+Dlx9hvdeudhkFvotySBx12p/7NS+K4/snwY8JAZ/0y4vZ2+qsiVJ8J38jw/4ym/u6O0X/fbqK5P+XsfRflc1f+6VPOcl/wCT2G220/s9XO7739vJs56nyD/Sqnwub99ryk8Nol3n3wmf6VfCL/wzgzEfN/wkeAf+3YVU+DsIuNb1SPPzPo94oz3zC1L7cPRFNr2Fd/3n+Fi5+zw+z4jr2/0O4/8ARbGuCuWVDAWGVFxDnP8A10Wu2+A8W/x75neCyuXA9T5LCuA19/K07cOvnRf+jFrJv93H1f6HbQjfGVPSH5yPuwDFLTQc06vrD8ZCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDP8AFfhyHxh4X1LSbibULW31S1ltJZrG8ls7qJZEKlopomWSKQA5V0ZWUgEEEA15hoP7C3w50T4A+KPhrNp+tax4X8aTz3WunVdevr7UNUnmCB5ZLySY3HmYjjAZZAV2LjBFev0UBdnheh/8E4vhT4d0NbS307xNJdrrEniD+17vxXql7rB1F9Ol0wXRvZ7h7gyR2kzpEd+ITtaMKyhhn+Bf+CXXwZ+Gl74Zm0PQNW03/hF9Tj1pEi16+8vVb+JUEN3fqZcXk0ewMjT79rM5GNzZ+hKKVkVzM8Z8Rf8ABPr4R+J9At9FuPCYh8Nw6jd6tJoFpqN3aaLfXN0ytM9zYxSrb3Ksy5Ec0bopdyFG9s19X/4J0/B/xJL4kOp+D7C+j8R6nb6uFx9nbRbiDT7XTo20+SHZJZ4trOBcwup4PPOK9uooshczPm39unwRZ/Df9ibSdB0+bVLiy0nxb4MtoZNR1GfULt1XxPpQBkuJ3eWVvVnZmPrX0kOteT/ttfB7xH8df2eL3QPCR0X/AISKPWNF1izTV7qW1spmsNWs79o5JYopXQOtsyhljfBYcYzXODxr+09/0Tf4C/8AhydW/wDlFS6j3R72eleN/tX/ALcXg/8AY5ttPk8V2fia4Op211dwf2ZpjXEYjtlDzNJMxWGLarBj5jr8oJ6AkR+DfFn7Q914r06PxF4B+DOn6HJcIt/c6d4+1K8u4Ic/M0UMmjxJI4HRWkQE/wAQ614f/wAFlnsovhjBrF5p/wAZtQ/4QnQ9b16OHwfoekXWlz5sJreVb+51Kxu0gRreS4iOxcmO4lJjlwoA3oOMdbM9W+DX/BQDT/i18ZtJ8C3Hg3xJ4Z8QapJrSSWt/eafcyab/ZsemSutx9kuZkSSRNVt2WMMzKA28KcAx/tTf8FGvCv7KnxS0bwzqOg+LPERuI4Ztcu9C0yW9i8Mx3MotrD7TsUgNd3J8qNcg/K7HAAz8k/8E7Phz4s+Bvx1+A9l4407xdY31x4c+IHiF7rxF/ZAurr7ZceH7mQqNNkkTYrMQGmYSMSfliQJFGf8FW9P8M/FvR/gf8dPDN1rmsWXxel0jQbW1OnibbpP9ma3q8U0Fu9ncvHPK8kBkbyXOy3QYQbmqeZ2L5VzWPorwf8A8Fd/B/jL4gy6Fa+Afi5It4k0mh3EHhS6mGvLaiFb8wqFH/HrPMsEnJ+dWIyoDH6xB5r8Y/2Zv2aPDfxL/aY8H+B746t4N0fxBBeraF9Gawv31CAR30X2OYaNZxp+7trppAzsGXoM9f1j+NesfEnSLTTz8OfDvgfxBcO7i9TxJ4iutHSFMDYY2gsroyEndkMEAAGCc8OMnbUmcUnZHdUV4L/wmn7UH/RNfgL/AOHJ1b/5RUf8Jp+1B/0TX4C/+HJ1b/5RVVyeU96orwX/AITT9qD/AKJr8Bf/AA5Orf8Ayio/4TT9qD/omvwF/wDDk6t/8oqLhynvVBOBXgh8a/tQAf8AJNfgL/4cnVv/AJRV59+1B+2X8eP2SvgtqvjjxZ8PfgbHpemhUSC2+I2qSXV7M52xwwodEUNIx6DIAAJJABI0o051aipU03JuyS3bZnUlGnFzm0ktW7ml/wAFF/2ute8Cto3wf+FwF78YviUjQWDI3y+HbM5EuoTEZK7VD7OOqM2Ds2t1v7I/7Lmg/shfBPTfB+hbrhoc3Oo38g/fapeOB5tw/XliAAMnaqqueOflr9jf4IftLeDPEviT4s+J/A/wh1z4ifEzy7y6n1XxtqNncaNaMqtHp6QrpMwiCYUMBI3+rQE/IK9//wCEx/aWP/NOvgZ/4cXVf/lJXrY/FUqVFYDDO8VrJ/zS/wDkY7RXq+pWV4Obm8ZiF7z0iv5Y/wCct38l0Pc6K8M/4TH9pb/onXwM/wDDi6r/APKSj/hMf2lv+idfAz/w4uq//KSvGue4e50V4Z/wmP7S3/ROvgZ/4cXVf/lJR/wmP7S3/ROvgZ/4cXVf/lJRcD3OivDP+Ex/aW/6J18DP/Di6r/8pKP+Ex/aW/6J18DP/Di6r/8AKSlcD3OuF/aO8T6R4P8AhZfXmrQfaMjyrNAjMxuSreXgjkcjr6cd8HznxD8Uf2i/C2jT3994A+BNvbW67nd/iPqaqOcAZOiAckgckD1Iri/gH4t8eftkeP7XW/FGm6P4Z0zw28YudM07VZdRtLj5i6ESSW8W5yyqSCnyhVIbJGIqVLLlW7PZyfBuc3iqmlOnq3t6RT7vY1vgv+yvrWoeGIvEV5ewx6lrkQnMM4KtEhJK5IBxkbTjHHAxxXpvh79mm3tbnzNSvmuUVwRFEuxWHcMTzz7Y+vp1/j74teG/hfarLrurWthu+7GxLysD3CKC2OOuMDFfM3i39rjxt8a9RbQfCGmvpsd6xiRrYs9069eZOAnAJJABA71nL2dPTdn0GGxGc5o5VINQp9ZPRJeT62Xb5nuvxN/aT8H/AAThgs7q4kuLgRDyrOxjEjKgJXkkhFAKkYLZ4PHFfN+vfHj4j/tHahrWl6Ik/wDZdxCzPp1pEm6OEEcGTG9mPAIz82SMYOK7b4ZfsAzXVyt94y1Pc7SmR7O0bc0vU/PKfU88DOO4J4+jvDPg7SfBlo9vpOm2emwyNvdbeIR729TjqfrS5alT4tER9cynK/8Adl7er/NL4U/Lz81958UeGf2QPH+pyfNoKWvJxJdSx/KQR/DuwcnjkHjJwa73T/2T/ipcaQujzeJbKz0llRzEt5IUUphUXaq+gzxxx619WZopxwsEYYjjTHVXdxh5aXt97Z8d6p+zr8ZPBEqyafqd/fJEzSK1jqzcMTuJ2uVOWI5wDnvWP428VfF74c2Eema9dar9jwHMbPHcb0XA+aRdzY+p5OTX252ryL9prRGFxpt+qMVIaFyBlVPBAJ9+f1qZ4dJXi2d+U8SyxWJjRxVKD8+XW61XXf5HzZofxxt2gWPUbeSGdR87RDKk57Dtxjv2rsLbx1Y6+sKpqkNxtXZEjS8qM/dAPI57e9R6t4S03XSxurOCZ2xlyuJOOnzDn9a5nUfgjZtJ5thd3VnIDlQTuUew6EenU1z+8j7R/Vqj6xf3o7bOf5/SiuEsbfxF8O0hVv8AiaaYrHzBGu6SNeuR0Ofzrp/DvjDT/FKMbSbcyHDIw2sPwqoyWxnOi4q8dV3RqZq3b69fWlssMN5dRQoSVjSVlVSeuAD3qpRVnPKMXo0dl4I+NeseF76P7VcTajZnAeOZ9zAeqseQfbke1e/WV5HqNnDcQMJIZ0EkbDoykZB/UV8n1s6J8Qta8ORpHZ6ldQxx8LGX3Iv0U5A/AVrTqW0Z87m3D8cS1OhaMuvZ/d1PpvrRXmnwx+PK+ILyPT9YWOG5lO2KdBtjlPYMP4SfUcewr0v/AD0reMlJXR8NjMFWwtT2dZWf5+gUUUUzkCiiigCn4ivv7M8P31z0+z28kufTapP9K+N/hDb/AGb4caWu3bujLn3yxP8AUflX1d8ar3+zfg54suAdrQ6PduD7iF8V8u/D2IweBdHVuv2SM/moP9a8PNn78V5P9D7fheNsLUfeUfwT/wAz1HxS/l/AvwrH/wA9bu7f64YD+tVvhHcfYbfxVcmMusegzx4Bxy7RoP5k/hTvG0X2b4T+C4+f3n22duepMoUfotP+Gj+R4G8aTelhHH9d8oFcv/L1eS/9tNNPqkvOb/GpYSUL/wAM8xbseZ/wkLbR6j7OM/0qp8MmAt/Ey9m0Sfj1w8Z/pV++jUfs7WLY+f8At2Tn28nn+Qqp8JoRPP4iUnn+wrwgf3sKD/Sl9uPoir/uKr/vP8Gi78AH8vxZqHP/ADCrr/0Ef4VxWmlU1/Ry33f7Ts8/+BEddd8EYt/iXUpOd0Gk3bgep8sj+tcRNKYrvT2HVdRtP/SiOo+xD1f6HXTjfE1V5R/U+4waWgUV9UfjYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFG2iigA2159+0Z+y/4P/at8Ejw742t9cvNFJkEttp3iHUNHW7SSNo5IpjZzxNNE6MytFIWRgeVzivQaKAPK/jt+xX8N/2krPw9D4u0K8uh4VhmttKksNZvtKmtIZkjSaISWk0TtG6xRhkYlW2LkcU74mfsX/Df4t/D7wP4T1nw+D4b+HN3BeaBp1pdzWcNg0FnNZRKPKZSUS3nkQKTjkegr1KigfMzxnwx/wAE/vhT4L+J3hfxhpXh26s/EHg+5nu9Mn/te8lWJ5rWe0k3JJKyMDDcSjBHBII5Ar2YLgUUUCDFGKKKADFGKKRjhaAEYfLXwbqd4f8AgpN+3o0uftXwY+AN8Y4V62/iLxEPvP6PHb9uo4HVZiB7B/wU3/aT1j4M/BWx8KeCy0nxM+Kl4PDfhmJG2yW7yYE13n+FYY2zv6Kzxk8Zrov2Vf2ddH/ZS+Avh7wNo214dHtx9oudu1r65b5pp275dyxAycDaOiivdwf+x4R4z/l5UvGHktpS/wDbY/8Abz3RxxpfW8SqH2IWlLze8Y/+3P5dGehUUUV4V2fUBRRRTuwCiiii7AKRnVE3MVA65J4FMurqOxt5JppI4YYVLu7sFVFHJJJ6AY69q+S/2uP2qo/GiN4b8M3gfSSP9OukBX7Q39xTn5kHfjk9OOsVKygrs9bJ8nr5jXVKktOr6Jf1supe+O/xx1T9oLWLrwT4PhjutLd/9MnMLBlWKUZkZ9xAiyFbO3OMdzgakX7UXgj9n/wfLoHhGxfULqJixkQMtrLOUAeRi7eZjcMY9F64wa8t+D3wY8WfE+3XSdMt20WwtZEmv7xnKtIzKzRluQSAAMKoyN4bByK+o/g/+zD4Z+EVrFJHax6lrCks+oXSBpMk/wAIOQmMcY59zk1y0/aSfMvv/wAj7LNpZXgaUcJO8lHXki7Xf803tslZLVJ/d498Nf2WNa+OmvN4w8fXVxBDqX76OzRik7rxsByDsj25AUHdj0619H+C/AWjfDvSBYaJp1vp1rnJSJeXPTLMeWPuSa1+lFdEKcY7bnxuZZ1ica7TdoLaK0il006+rCiiitDyQooooAKZc2sd9A0M0aTRSDayOMqw9DT6KATs7o8J+Pngm08J65ZyWNqtta3UZ3Kp43g88E8cFfbmuBr6a8e+CLfx9oDWMzeWwO+KULuMbdOnp6jIrwnxz8LtT8AxpLd+TJbyP5aSxNuBOMjPAIyM9fQ1z1ItO62P0PIc2p1aMaFWXvrTXqc3nNZOveD7XXJY5t0lrdQtvWeHCv0wcnHIxWtRWL1Pp4ycXeJHZJJHaIszK8qjDMvQn1qSgnNFBIUUUUwAGvp7wFeXOo+C9LuLv/j4ltkZzjG7jg/iOfxr5hFfS/w08S/8JX4Jsbxl2SbPLkA6b1+Ukexxn8a2o7s+S4ti/Ywklpfftp+v6G7RRRW58IFFFFAHJ/HmTy/gd4yYqzD+xL0YHX/UPXzP4HGPBejj/pyhH/kNa+jP2lZ/I+APi9s4zpc69euVI/rXz14ai8nw5p6427baMY9MKK8HNv4kfT9T7rhtf7FJ/wB79F/mejePo9nwb8Bj1F+fzmWs7wbcG0+H3i6RQ26SG2gBHbdMGP6KRVrx1c/8Wu8E2zH5o4ryTHoGnIH/AKDUfhvdbfB7xNJji4u7OE+2DI3+Fc7/AIn/AG7/AO2mkFbDWf8Az8f/AKdJmdk/Z8WNgAr+IC6epxb4P9Kh+DLFfE18e40q8/8ARLVavY/+Md7FvTXXH/kH/wCtVb4MxtNr2pqm0SHSLwKW6ZMRHNEdKkPREya+q1vWRc/Z0j874lxx/wDPS0uF/OM15xrlq19ZRwq21priBAx7ZlQV3vwFuzY/E6zm3FVjguWf3At5D/hXHCVYb2zkdSyxXkDkDuFlQ/0rHenFeb/Q7aN44ypJfyw/OR9vKOadTRw1Or6w/GgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKNtFFABtrz79ov8AZf8AB/7VngxfDvja31280b94JbXTvEOoaOt2kkbRyRTmzniM0LozK0UhZCDyteg0UAeV/Hr9iv4b/tMW/h+PxhoV3eHwvDPa6XJY6xfaXNawzrGs0PmWk0TtFIsMQaNiVby1yDinfE79jH4c/F7wR4I8M614fDeH/h1dRXegafaXU1nDYNFZzWUYHlMrFFgnkQKTjkHsK9SooHzM8Z8Lf8E//hT4I+J/hnxjpPh26svEHhG4nudNuBq15KsbzW01rJuSSVlYGKeQcjgkEcgV7NtoooEGKMUUUAGKMUUMcCgBrD5a+C3uz/wUo/bzl1Fj9q+C/wAA7429in3rfxF4hH35fR44OMdRwhGVlYD17/gp1+0drXwm+Dmm+C/BLb/iZ8WLweHPDkaNte134FxeE9VWGNvv/wADOjHgGuq/Ze/Z60f9lj4E+HfA2hqGtdFtgs1wV2vezt80s7e7uWOOgBCjgCvewn+x4R4v/l5UvGHktpS/9tX/AG92OONL63ilR+xCzl5veMf/AG5/9u9Gd9RRRXg3Z9QFFFFO7AKKKKLsApHdUUszBVHUk9KZeXkOn2ktxcSxwQQo0kkjttWNRySSemB39q+R/wBrn9qePx2G8N+G7rdo4A+23Kgr9qcE/IpzzH0zxyemRyYqVVCN2etk+T18wrqlS0XV20S/z7LqX/jn8btU/aM1m48GeEYo7jRt++7uDCylVik5kZ9xAiyA2ducY7nA2G/ao8E/AbwhNoPg2wfULiFyQ6hltZZSo3yMztvPzDGPReuMV5d8Hvgr4r+KMMek6fCdD02zmSW/vGYq7uys6MwyM4ULhV6BwxznNfUXwf8A2ZvDPwhtIXgs49Q1ZMl9QukDyljz8oPCY6cc+pNctP2knzL7/wDI+yzaWV4GnHCTvJR1UIvd/wA02u6Wi3Se2unj/wAM/wBk/WPjTrreLviDc3EcepMZls1crPIMjaGyDsj28AA7sY5HWvo7wd4F0f4f6Qtjoun2+n2qndsiH3m/vMTyx9ySa1qK6KdOMdj4zMs5xONdqjtBbRWkUumn6hRRRWh5QUUUUAFR3VpFf27QzxrNFINrI4yrD0xUlFA02ndHgvx58F2vhPxDavY2y2trdQ5IU5UyBjnAJ44K+grhc19MfEDwNb+PtBazmbyZFbfDKF3GNvp3B7814T45+GGp+AAj3ghkhlfYksTZUnGeeMjOM81z1IWd1sfoeQ5tTrUY0akvfWmvX/M53rWRrvg211m4juFZ7O6hO5ZoMKx4wc8cg1r0Vjoz6aMnF3iR2okW3VZmVpFGGK9CakpTwKSgkKOlcn8bPjPonwF+Ht54i12cR2tqNsUKsPNu5SDtijHdjg/QAk8AkeR/sT/tw6X8fdATSdf1C1svGguJiLZh5S3kbOzp5OeDtQhdmS2I88gk1nKtBTUG9WbRw9SVN1UtEfRKnDg5xg5z6V9Q+Dby41Hwlptxdf8AHxNbRvJxjJKg9K+XQcdK9N+Iv7b/AII+C3gbR7rxBqPm+INa229hoNgouNT1K4LGNUjhB+UM6kB3Kp2LCumnOMbuTPj+JsLVrRpRow5nd7b7flpr6Hs9FVtGubi80e0mvLcWd3NCjzQCQSCFyoLJuHDYORkdcVZrpPgWrOwUUUUAcV+0c+z4CeMPlZv+JTcDCjnlCP8APtXzp4UUJ4W0xR90WkQH/fAr379q+f7P+zr4sbds3WRTOcfeZRj8c4/GvCdKi8nSrZcbdsSjHpwOK8HNv4q9P1Pu+G9MDJ/33+SPQviWgT4YeBV/6drlj+MgrO8KzG1+GXitsN++ezgyO2ZHf/2SrPxFus+BfBluxy8djLJ+DzNj/wBBqPSQbb4J6zIB/wAfWqW0JPsqSN/WueX8S/8Ad/8AbS6emGSfWp/7ku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2. Distribution of Train Data\n訓練データの分布","metadata":{}},{"cell_type":"code","source":"i=1\nplt.figure(figsize=(20, 10))\nplt.subplots_adjust(wspace=0.2, hspace=0.4)\ndf_train['BIRADS'] = df_train['BIRADS'].astype(str).replace({0.0:'0',1.0:'1',2.0:'2','nan':'NaN'})\ndf_train['machine_id'] = df_train['machine_id'].astype(str)\ncol_list = ['site_id', 'laterality', 'view', 'age', 'cancer', 'biopsy', 'invasive', 'BIRADS', 'implant', 'density', 'machine_id', 'difficult_negative_case']\nfor col in col_list:\n    plt.subplot(3,5,i)\n    if col == 'age':\n        plt_histgram(df_train[col],bins = 30)\n    else:\n        plt_value_counts(df_train[col])\n    i+=1","metadata":{"execution":{"iopub.status.busy":"2022-12-28T14:48:29.524946Z","iopub.execute_input":"2022-12-28T14:48:29.525684Z","iopub.status.idle":"2022-12-28T14:48:31.360351Z","shell.execute_reply.started":"2022-12-28T14:48:29.525647Z","shell.execute_reply":"2022-12-28T14:48:31.359436Z"},"_kg_hide-input":true,"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## 2.1 Invasive Image Ratio\nがん陽性のうち、浸潤がんの割合を確認する。患者ごとに画像の枚数が異なるため、厳密には患者の割合ではない。","metadata":{}},{"cell_type":"code","source":"c0i0 = ((df_train['cancer']==0) & (df_train['invasive']==0)).sum()\nc1i0 = ((df_train['cancer']==1) & (df_train['invasive']==0)).sum()\nc0i1 = ((df_train['cancer']==0) & (df_train['invasive']==1)).sum()\nc1i1 = ((df_train['cancer']==1) & (df_train['invasive']==1)).sum()\ndisplay(pd.DataFrame([[c0i0,c1i0],[c0i1,c1i1]],columns=['not cancer','cancer'],index=['not invasive','invasive']))\nprint('Invasive Ratio : {:.1%}'.format(c1i1/(c1i1+c1i0)))","metadata":{"execution":{"iopub.status.busy":"2022-12-28T14:48:33.172549Z","iopub.execute_input":"2022-12-28T14:48:33.172913Z","iopub.status.idle":"2022-12-28T14:48:33.190703Z","shell.execute_reply.started":"2022-12-28T14:48:33.172883Z","shell.execute_reply":"2022-12-28T14:48:33.189539Z"},"_kg_hide-input":true,"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## 2.2 Cancer Ratio per Age\n年齢ごとにも見てみる","metadata":{}},{"cell_type":"code","source":"i=1\nplt.figure(figsize=(15, 8))\nfor col_name in ['cancer','invasive']:\n    plt.subplot(1,2,i)\n    if col_name == 'cancer':\n        df_0 = df_train[(df_train[col_name]==0)]['age']\n        df_1 = df_train[(df_train[col_name]==1)]['age']\n    else:\n        df_0 = df_train[(df_train['cancer']==1) & (df_train[col_name]==0)]['age']\n        df_1 = df_train[(df_train['cancer']==1) & (df_train[col_name]==1)]['age']\n    plt.hist([df_0,df_1],bins=20,label=[0,1])\n    plt.gca().spines['right'].set_visible(False)\n    plt.gca().spines['top'].set_visible(False)\n    plt.title(col_name)\n    plt.legend()\n    i+=1","metadata":{"execution":{"iopub.status.busy":"2022-12-28T14:56:10.094979Z","iopub.execute_input":"2022-12-28T14:56:10.095396Z","iopub.status.idle":"2022-12-28T14:56:10.717602Z","shell.execute_reply.started":"2022-12-28T14:56:10.095361Z","shell.execute_reply":"2022-12-28T14:56:10.716582Z"},"_kg_hide-input":true,"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# 3. Number of Types of Each Label per Patient ID\n患者IDごとの、各項目の種類数<br>\n- The horizontal axis is a count of how many different value records exist for multiple images per patient.<br>\n横軸は、患者ごとの複数枚の画像について、いくつ異なる値のレコードが存在するかのカウント。<br>\n- The vertical axis is the number of patients with the same count.<br>\n縦軸は、同じカウント数の患者の数。<br>","metadata":{}},{"cell_type":"code","source":"i=1\nplt.figure(figsize=(20, 10))\nplt.subplots_adjust(wspace=0.2, hspace=0.4)\ncol_list = []\nfor col in df_train.columns:\n    if col != 'patient_id':\n        col_list.append(col)\n        df_tmp = pd.DataFrame(df_train[['patient_id',col]].drop_duplicates()['patient_id'].value_counts(dropna=False))\n        df_tmp = df_tmp.rename({'patient_id':col},axis=1).iloc[:,0]\n        plt.subplot(3,5,i)\n        plt_value_counts(df_tmp)\n        i+=1","metadata":{"execution":{"iopub.status.busy":"2022-12-28T14:48:39.288807Z","iopub.execute_input":"2022-12-28T14:48:39.289518Z","iopub.status.idle":"2022-12-28T14:48:40.911258Z","shell.execute_reply.started":"2022-12-28T14:48:39.28947Z","shell.execute_reply":"2022-12-28T14:48:40.910133Z"},"_kg_hide-input":true,"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"insights = ['All patients are not taken at more than one hospital.',\n            'Most of patients have 4 images for each MLO, CC, and both breasts. Some patients have a maximum of 14 images.',\n            'All patients have images of both breasts.',\n            'Most patients have two types of VIEW',\n            'All patients are age-unique',\n            '480 patients have mixed cancer positives and negatives.',\n            '1,128 patients have mixed follow-up examinations.',\n            '339 patients have mixed invasive and non-invasive.',\n            '3,479 patients have 2 type of BIRADS.',\n            'All patients are unique implant.',\n            'All patients are unique dencity.',\n            'Only one patient is being photographed on a different machine.',\n            '2907 patients have mixed difficult_negative_case.']\ninsights_jp = ['全ての患者が1つの病院で撮影している。',\n               'ほとんどの患者が両胸を内外斜位方向・頭尾方向でそれぞれ撮影した4枚だが、最大で14枚の画像がある患者もいる。',\n               '全ての患者で両胸で撮影した画像がある。',\n               'ほとんどの患者で撮影viewは2種類。',\n               '全ての患者の年齢が一意である。',\n               '480人は、がんの陽性・陰性のラベルが混在している。',\n               '1,128人は、フォローアップ検診の有無が混在している。',\n               '339人は、浸潤がん・非浸潤がんのラベルが混在している。',\n               '3,479人は、2種類のBIRADSラベルが混在している。',\n               '全ての患者でインプラントの有無が一意である。',\n               '全ての患者で乳房の密度レベルが一意である',\n               '1人の患者のみ、異なる2種類の機械で撮影した画像がある。',\n               '2,907人の患者は、判定困難なケースのフラグが混在している。']\ndf_insight = pd.DataFrame(insights,columns=['Insights'],index=col_list)\ndf_insight['洞察']=insights_jp\ndf_insight.style.set_properties(**{'text-align': 'left'})","metadata":{"execution":{"iopub.status.busy":"2022-12-28T14:48:40.96029Z","iopub.execute_input":"2022-12-28T14:48:40.960681Z","iopub.status.idle":"2022-12-28T14:48:40.978312Z","shell.execute_reply.started":"2022-12-28T14:48:40.960648Z","shell.execute_reply":"2022-12-28T14:48:40.977216Z"},"_kg_hide-input":true,"trusted":true},"execution_count":null,"outputs":[]}]}