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bettafish-company/ChineseNlpCorpus/datasets/nonghangzhidao/intro.ipynb
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# nonghangzhidao_filter 说明\n",
"0. **下载地址：** [百度网盘](https://pan.baidu.com/s/1n-jT9SKkt6cwI_PjCd7i_g)\n",
"1. **数据概览：** 4万 条农业银行问答数据\n",
"2. **推荐实验：** FAQ 问答系统\n",
"3. **数据来源：** 百度知道\n",
"4. **加工处理：**\n",
" 1. 过滤了id、url、qid、reply_t、user字段\n",
" 2. 对question、reply做了脱敏处理"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"path = 'nonghangzhidao_文件夹_所在_路径'"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 1. nonghangzhidao_filter.csv"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 加载数据"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"pd_all = pd.read_csv(path + 'nonghangzhidao_filter.csv')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 字段说明\n",
"\n",
"| 字段 | 说明 |\n",
"| ---- | ---- |\n",
"| title | 问题的标题 |\n",
"| question | 问题内容（可为空） |\n",
"| reply| 回复内容 |\n",
"| is_best| 是否为页面上显示的最佳回答 |"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
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" <td>银行理财和证券公司理财一样吗</td>\n",
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" <td>不太一样，产品的种类风险不同</td>\n",
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" <td>NaN</td>\n",
" <td>老农现在是印头与时俱进哦比其他银行都大方。</td>\n",
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" <td>存折可以异地取款吗存折取钱一定要本人吗</td>\n",
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" <td>我想开通农业掌上银行提示要开通短信，可以先开通短信把掌上银行开通后，取消短信服务吗？对其他有...</td>\n",
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" <td>朋友晚上8点半转账给我到现在还没到帐</td>\n",
" <td>NaN</td>\n",
" <td>现在外面ATM机都是24小时才到帐</td>\n",
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"</div>"
],
"text/plain": [
" title \\\n",
"31655 广东农行转账到江苏农行，几天可以到账？1月4日晚上10点多转的！ \n",
"20349 惠水哪里有小额贷款的，而且抵押的东西能方 \n",
"20303 想问一下重庆分行的体检通知还有第二批吗 \n",
"18420 现在有什么软件借钱可以秒过的没。江湖救急 \n",
"39804 想找高利贷怎么找? \n",
"23242 别人用建行卡往我农行卡转了20万，一天了怎么还不到账？ \n",
"30656 我问银行了，说消不了户、只能刷掉 \n",
"8 贷的太少了，可以提前还清贷款，然后多贷点他用吗 \n",
"2961 银行理财和证券公司理财一样吗 \n",
"10837 农行提额喜欢刷大额是还是小额 \n",
"34726 存折可以异地取款吗存折取钱一定要本人吗 \n",
"2381 住房公积金可以首付么 \n",
"21717 农行有银联标识的社会保障卡能开通网银吗？ \n",
"35871 求告知宁*装修贷款条件有哪些 \n",
"3417 重*公积金中介能代取的吗 \n",
"25763 农行的理财产品能买吗 \n",
"13381 出大事了，出大事了，急用钱，请问我 \n",
"7448 向钱贷会跑路吗？ \n",
"2617 我想开通农业掌上银行提示要开通短信，可以先开通短信把掌上银行开通后，取消短信服务吗？对其他有影响吗 \n",
"24669 朋友晚上8点半转账给我到现在还没到帐 \n",
"\n",
" question \\\n",
"31655 NaN \n",
"20349 NaN \n",
"20303 NaN \n",
"18420 NaN \n",
"39804 武*那里有高利贷啊？接个几千块就行年后还？有吗 \n",
"23242 别人用建行卡往我农行卡转了20万，一天了怎么还不到账？肯定是 \n",
"30656 NaN \n",
"8 NaN \n",
"2961 NaN \n",
"10837 NaN \n",
"34726 NaN \n",
"2381 NaN \n",
"21717 如题 \n",
"35871 NaN \n",
"3417 重*公积金中介能代取的吗个人公积金代取 \n",
"25763 NaN \n",
"13381 NaN \n",
"7448 NaN \n",
"2617 我想开通农业掌上银行提示要开通短信，可以先开通短信把掌上银行开通后，取消短信服务吗？对其他有... \n",
"24669 NaN \n",
"\n",
" reply is_best \n",
"31655 这么久还没有到账的话，建议查询一下是否被退回了，如果未退回的话，需要联系银行查询原因。 0 \n",
"20349 留vx.. 0 \n",
"20303 若客户申请的是农行招聘，则可以参考以下信息：1、请登录农行官网，在“关于农行”栏目下选择点击... 1 \n",
"18420 资料真实有效二十分钟放款 0 \n",
"39804 留你联系方式 0 \n",
"23242 如果是昨天下午五点后就要等到中午以后 0 \n",
"30656 如果使用的是农行信用卡，可以致电信用卡客服40######99反馈核实一下。 0 \n",
"8 建议客户选择正规渠道申请贷款，例如农行“网捷贷”。网捷贷是指农业银行向符合特定条件的农业银行... 0 \n",
"2961 不太一样，产品的种类风险不同 0 \n",
"10837 老农现在是印头与时俱进哦比其他银行都大方。 0 \n",
"34726 农行个人活期存折支取方式里如果有凭证件支取，此类存折必须户主本人办理；没有密码的存折只能到开... 1 \n",
"2381 不能用公积金来付首付。这个贷款是在购房付了首付款后才能给贷的，也就是说公积金使用只能是与房屋... 1 \n",
"21717 由农业银行发行的有银联标识的社会保障卡，上面如果有农业银行卡号的话，是可以用本人由身份证和银... 1 \n",
"35871 以建行家装贷为例：“家装贷”是建设银行所有具有装修融资服务功能的个人贷款产品，包括个人住房抵... 1 \n",
"3417 一般来说，公积金套现主要存在几个方面的风险：一、中介机构提取完公积金后，有可能会携款潜逃，竹... 1 \n",
"25763 农行理财业务与国内同业同步，迄今为止，已经形成了制度体系较为完善、系统开发不断前进、产品系列... 1 \n",
"13381 需要多少呢 0 \n",
"7448 不会，放心。 0 \n",
"2617 我想开通农业掌上银行提示要开通短信，可以先开通短信把掌上银行开通后，取消短信服务吗？对其他有... 0 \n",
"24669 现在外面ATM机都是24小时才到帐 0 "
]
},
"execution_count": 4,
"metadata": {},
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}
],
"source": [
"pd_all.sample(n=20)"
]
},
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