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Thus the study contains 111 data files, 1 file per  census category. Each of these files contains merged census  data for the following counties:  HANGZHOU SHANGCHENG 杭州上城区 (330102), HANGZHOU XIACHENG 杭州下城区 (330103), JIANGGAN 江干区 (330104), GONGSHU 拱墅区 (330105), XIHU 西湖区 (330106), BINJIANG 滨江区 (330108), TONGLU 桐庐县 (330122), CHUNAN 淳安县 (330127), XIAOSHAN 萧山市 (330181), JIANDE 建德市 (330182), FUYANG 富阳市 (330183), YUHANG 余杭市 (330184), LINAN 临安市 (330185), HAISHU 海曙区 (330203), JIANGDONG 江东区 (330204), JIANGBEI 江北区 (330205), BEILUN 北仑区 (330206), ZHENHAI 镇海区 (330211), XIANGSHAN 象山县 (330225), NINGHAI 宁海县 (330226), YINXIAN 鄞县 (330227), YUYAO 余姚市 (330281), CIXI 慈溪市 (330282), FENGHUA 奉化市 (330283), LUCHENG 鹿城区 (330302), LONGWAN 龙湾区 (330303), OUHAI 瓯海区 (330304), DONGTOU 洞头县 (330322), YONGJIA 永嘉县 (330324), PINGYANG 平阳县 (330326), CANGNAN 苍南县 (330327), WENCHENG 文成县 (330328), TAISHUN 泰顺县 (330329), RUIAN 瑞安市 (330381), LEQING 乐清市 (330382), XIUCHENG 秀城区 (330402), XIUZHOU 秀洲区 (330411), JIASHAN 嘉善县 (330421), HAIYAN 海盐县 (330424), HAINING 海宁市 (330481), PINGHU 平湖市 (330482), TONGXIANG 桐乡市 (330483), HUZHOU 湖州市 (330501), DEQING 德清县 (330521), CHANGXING 长兴县 (330522), ANJI 安吉县 (330523), YUECHENG 越城区 (330602), SHAOXING 绍兴县 (330621), XINCHANG 新昌县 (330624), ZHUJI 诸暨市 (330681), SHANGYU 上虞市 (330682), SHENGZHOU 嵊州市 (330683), WUCHENG 婺城区 (330702), JINHUA 金华县 (330721), WUYI 武义县 (330723), PUJIANG 浦江县 (330726), PANAN 磐安县 (330727), LANXI 兰溪市 (330781), YIWU 义乌市 (330782), DONGYANG 东阳市 (330783), YONGKANG 永康市 (330784), KECHENG 柯城区 (330802), QUXIAN 衢县 (330821), CHANGSHAN 常山县 (330822), KAIHUA 开化县 (330824), LONGYOU 龙游县 (330825), JIANGSHAN 江山市 (330881), DINGHAI 定海区 (330902), PUTUO 普陀区 (330903), DAISHAN 岱山县 (330921), SHENGSI 嵊泗县 (330922), JIAOJIANG 椒江区 (331002), HUANGYAN 黄岩区 (331003), LUQIAO 路桥区 (331004), YUHUAN 玉环县 (331021), SANMEN 三门县 (331022), TIANTAI 天台县 (331023), XIANJU 仙居县 (331024), WENLING 温岭市 (331081), LINHAI 临海市 (331082), LIANDU 莲都区 (331102), QINGTIAN 青田县 (331121), JINYUN 缙云县 (331122), SUICHANG 遂昌县 (331123), SONGYANG 松阳县 (331124), YUNHE 云和县 (331125), QINGYUAN 庆元县 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