{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Big Data Project - Xiachufang(下厨房)" ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/vnd.plotly.v1+html": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import requests\n", "from bs4 import BeautifulSoup\n", "import csv\n", "import json\n", "import jieba\n", "import pandas as pd\n", "from pandas import Series,DataFrame\n", "import seaborn as sns\n", "import numpy as np\n", "from matplotlib import pyplot as plt\n", "import plotly\n", "import plotly.plotly as py\n", "import plotly.graph_objs as go\n", "plotly.offline.init_notebook_mode(connected=True)\n", "from plotly.offline import iplot\n", "import plotly.figure_factory as ff\n", "from plotly.graph_objs import Scatter, Layout\n", "from plotly.graph_objs import Bar\n", "import plotly.offline as off\n", "from sklearn.manifold import TSNE" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 1. 24-hour pop recipes in Xiachufang" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "url_page1='https://www.xiachufang.com/activity/site/?order=pop&page='\n", "urls = []\n", "for i in range(1,51):\n", " url = url_page1 + str(i)\n", " urls.append(url)\n", "\n", "def get_one_page(url):\n", " r = requests.get(url)\n", " mypage = bs4.BeautifulSoup(r.text, 'lxml')\n", " mycooks = mypage.find_all('div', attrs={'class': 'dish-280'})\n", "\n", "\n", " cooks = []\n", " for mycook in mycooks:\n", " \n", " title = mycook.find('p',attrs={'name ellipsis red-font'}).find('a').text\n", " desc = mycook.find('p',attrs={'desc'}).text\n", " time = mycook.find('p',attrs={'pure-u-1-2'}).text\n", " like = mycook.find('span',attrs={'n-diggs'}).text\n", " comment = mycook.find('span',attrs={'n-comments'}).text\n", " user = mycook.find('div',attrs={'author clearfix ellipsis'}).find('a').text.strip()\n", " location = mycook.find('span',attrs={'location gray-font'})\n", " if location == None:\n", " location = location \n", " else:\n", " location = location.text.strip()\n", " \n", " \n", " cooks.append([title,desc,time,like,comment,user,location])\n", " \n", " return cooks\n", "\n", "all_cooks = []\n", "for url in urls:\n", " all_cooks.extend(get_one_page(url))\n", "\n", "df = pandas.DataFrame(all_cooks, columns=['title','desc','time','like',\n", " 'comment','user','location'])\n", "#df\n", "#location =df['location'].value_counts().plot(kind='bar')\n", "#location\n", "\n", "all_location = []\n", "for x in df['location']:\n", " if x == None:\n", " all_location.append(x)\n", " else:\n", " all_location.append(x[1:3])\n", "df['location'] = all_location\n", "\n", "s = df['location'].value_counts()\n", "d = s.to_frame().reset_index().rename(columns={'index': 'name', 'location': 'value'})\n", "list(d.T.to_dict().values())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Based on location data, we plot user disribution map of China which can be viewed in ppt." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 2. Monthly pop recipes in Xiachufang" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "url_one = 'https://www.xiachufang.com/explore/?page='\n", "urls = []\n", "for i in range(1,40):\n", " url = url_one + str(i)\n", " urls.append(url)\n", " \n", "all_names = []\n", "all_hots = []\n", "all_authors=[]\n", "all_materials=[]\n", "\n", "\n", "for url in urls:\n", " pages = BeautifulSoup(requests.get(url).text)\n", "\n", " \n", " names = []\n", " for n in pages.find_all('p', attrs={'class':'name'}):\n", " names.append(n.text.strip())\n", " \n", " \n", " authors = []\n", " for a in pages.find_all('p', attrs={'class':'author'}):\n", " authors.append(a.text.strip())\n", " \n", " \n", " hots = []\n", " for h in pages.find_all('span', attrs={'class': 'bold'}):\n", " hots.append(h.text)\n", " \n", " \n", " materials=[]\n", " for m in pages.find_all('p', attrs={'class':'ing ellipsis'}):\n", " materials.append(m.text.strip())\n", " \n", " \n", " \n", " all_names.extend(names)\n", " all_hots.extend(hots)\n", " all_authors.extend(authors)\n", " all_materials.extend(materials)\n", " \n", " \n", " for index,item in enumerate(all_hots):\n", " all_hots [index] = int(item)\n", "#str轉整型\n", " \n", "with open('monthly pop recipes.csv','w') as f:\n", " writer = csv.writer(f)\n", " header = ['names','hots','authors','materials']\n", " writer.writerow(header)\n", " writer.writerows(zip(all_names,all_hots,all_authors,all_materials))" ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [], "source": [ "df= pd.read_csv(\"monthly pop recipes.csv\")\n", "#df\n", "#七天之內最熱門的菜譜 包括名稱,有多少人做過,發布者,菜譜" ] }, { "cell_type": "code", "execution_count": 72, "metadata": {}, "outputs": [], "source": [ "rank = df.sort_values(by = ['hots'],ascending=False)\n", "#rank\n", "#按照熱度(七天內多少人做過 排序)" ] }, { "cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "data": [ { "marker": { "color": [ "rgba(222,45,38,0.8)", "rgba(204,204,204)", "rgba(204,204,204)", "rgba(204,204,204)", "rgba(204,204,204)", "rgba(204,204,204)", "rgba(222,45,38,0.8)", "rgba(204,204,204)", "rgba(204,204,204)", "rgba(204,204,204)", "rgba(204,204,204)" ] }, "type": "bar", "x": [ "《Tinrry下午茶》教你做爆浆海盐奶盖蛋糕", "根本停不下来的糖醋排骨", "烤箱做蛋糕(戚风蛋糕的做法)", "黑米糕", "红糖发糕(成功率百分之百!)", "懒人版糖醋排骨", "入口即化的无添加蛋黄溶豆", "风靡吃货圈的雪花酥", "鸡蛋小饼干", "红烧肉沫茄子", "蛋挞~无淡奶油", "菠萝咕咾肉", "【减脂早餐】无油香蕉松饼(超简单)——18.4.22更新", "网红脏蛋糕", "蒜蓉蒸金针菇", "鲜香韭菜盒子", "牛角面包", "Q弹椰汁千层糕(马蹄糕)", "三色芋圆", "奶油泡芙", "8寸纯手工什锦披萨", "柠檬百香果鸡爪", "秒杀饭馆味道的【黄焖鸡米饭】", "菠萝炒饭", "《Tinrry下午茶》教你做戚风蛋糕", "葱香芝士面包", "低糖少油版蔓越莓饼干", "蛋黄酥", "✨香煎豆腐✨", "入口即化の棉花蛋糕", "自制无添加草莓酱", "芒果千层蛋糕,100%成功告别煎皮无能", "椰蓉奶棒面包", "太棒啦!1个方子,做出2道口味一流的甜品!——椰奶小方&炸鲜奶", "绿豆糕", "《Tinrry+》Tinrry教你做超松软的全蛋海绵蛋糕", "红烧牛肉土豆 (独家秘制)", "6寸原味戚风蛋糕", "有着面包口感的红糖馒头(一次发酵)", "蜜汁猪肉脯", "棉花纸杯蛋糕", "零失败花纹超级立体的黄油曲奇", "蛋奶油吐司", "奥尔良烤翅(详细版)", "妈妈们快看,这道甜品是会跳舞的,孩子们一定喜欢!——芒果千层糕", "一只番茄饭", "蔓越莓饼干(君之配方改良,易操作版)", "榴莲千层---可丽饼蛋糕", "酸奶老面包(最好吃没有之一)", "停不下来的红烧鸡翅", "红烧茄子", "一次发酵的酸奶小餐包(最好吃没有之一)", "肉沫豆角下饭菜", "手撕包菜", "酸辣凤爪", "手撕椰蓉吐司(最好吃没有之一)", "香菇馒头", "红糖发糕", "美成花的京酱肉丝", "香葱肉松手撕吐司", "《Tinrry下午茶》教你做糯米糍", "海苔肉松蛋糕", "蒜蓉秋葵", "不焯水不放油的家常红烧肉", "超软的~酸奶蛋糕", "西红柿牛腩", "全蛋蛋挞(简捷版)", "火腿芝士蛋三文治", "油焖大虾", "超下饭的肉末茄子", "山东大馒头", "香肠芝士面包", "【青梅酒】梅子的时光之旅", "紫薯玫瑰花馒头", "菠萝咕咾肉,咬一口不老的灵魂", "不用揉出膜、不用醒面就能酥掉渣的中式酥皮点心", "春饼 —薄如纸", "凉拌黄瓜", "豆腐饼", "肉松手撕面包—超软会爆浆的面包哟", "芒果牛奶布丁", "万万没想到,蛋糕也能“蒸”出来!——蒸蛋糕", "素食:燕麦芝麻大饼干", "大人小孩都爱不释口的【蜂蜜牛奶小餐包】", "早餐鸡蛋饼", "五香茶叶蛋", "西红柿鸡蛋疙瘩汤", "柠檬🍋泡凤爪", "香蕉面饼(宝宝辅食)", "糯米蛋-好吃到要爆炸", "葡式蛋挞【全蛋版】", "超好吃的肉松面包", "可可蛋糕卷", "脆底蜂蜜小面包", "肥牛金针菇", "葱花蛋饼(快手营养早餐)", "简单香蕉蛋糕", "番茄鸡肉浓情焗饭【两人份】", "肉松贝贝", "奶香馒头", "热狗面包", "快手馒头伪披萨", "最详细的蛋黄酥方子修订版(新手必看)", "《Tinrry下午茶》教你做基础原味蛋糕卷", "一口气可以干掉六个的 Mini意式披萨!", "豆角焖面", "原味蛋糕卷(后蛋法)", "酥皮绿豆饼 酥得掉渣渣", "满足你的偷学欲望,“鲜芋仙”的三色芋圆在家也能轻松搞定!——三色芋圆", "绿豆糕", "虎皮蛋(爱吃卤鸡蛋的不容不过~)", "浓郁巧克力慕斯蛋糕(6寸)", "健康低脂早餐燕麦", "纯手工奶香馒头【无泡打粉,无添加】", "广东肠粉(精心调制)", "新奥尔良烤鸡翅", "火烧云土司", "汉堡(基础汉堡胚做法)", "一个话唠包教包会的香浓红烩牛腩", "蚝油蒜蓉西兰花", "原味黄油曲奇饼干", "鲜味油淋芦笋", "咖喱土豆鸡块", "超超超详细的芋圆教程", "胡萝卜木耳鸡蛋素包子", "《Tinrry+》Tinrry教你做爆浆巧克力奶盖蛋糕", "焦糖奶茶", "鸡翅包饭", "宝宝零食—酥香小馒头", "超级松软的奶香麻花", "心形椰蓉面包", "冰糖炖柠檬(电饭煲版)", "番茄炒蛋--15张图教你做出最美味的番茄炒蛋", "马卡龙(法式蛋白霜)", "爆炒花甲", "墨西哥卷饼", "巫山烤鱼(烤箱版)", "网红焖饭一只番茄饭", "香辣小龙虾-超详细处理干净步骤!", "生煎包(后附水煎包做法)", "豆沙一口酥", "金针菇培根卷", "梅菜扣肉", "详解鲜肉大包做法。", "南瓜饼", "电饭煲蛋糕,无需称", "芦笋炒蘑菇", "料多多红枣吐司", "新疆果仁列巴", "【零失败】不会裱花没关系的水果裸蛋糕 芒果裸蛋糕 完美戚风胚", "黑芝麻法国球", "戚风杯子蛋糕^_^不开裂不回缩喔~", "超简单的菜 可乐鸡翅", "麻婆豆腐", "超快手红烧鸡腿", "水果披萨", "零基础做芒果千层蛋糕(8寸)", "超简单的草莓芝士蛋糕", "响油黄瓜", "【糖醋里脊】", "凉拌海带丝", "蛋白糖", "腐竹烧香菇", "基础课-6寸、8寸戚风蛋糕(后蛋法)", "baby小蛋糕", "椒盐皮皮虾", "云朵般松软爆浆蜜汁叉烧包", "柠檬泡椒凤爪", "白!香!软!甜!筋道的大馒头", "豆沙面包", "玫瑰花馒头", "家常蛋炒饭", "香辣小龙虾", "槐花的N种吃法", "新疆大盘鸡", "波兰种手撕餐包", "酥到骨子里-小嶋老师的【红茶酥饼】", "火腿肠葱花鸡蛋饼", "芋圆芒果椰汁西米露", "五花肉干煸土豆片", "北海道戚风杯", "香蕉核桃蛋糕(低油少糖健康版)", "上汤娃娃菜", "胖乎乎奶油芒果卷/不开裂不掉皮全过程详细图解烘焙视频/蛋糕篇6:「厚卷」", "凉拌黑木耳", "戚风蛋糕(不回缩,裱花打底首选)", "金牌蒜香排骨", "酸辣土豆", "蛋黄酥~紫薯、抹茶、原味~花好月圆,中秋快乐~内附一次做六色蛋黄酥方法~", "麻薯包", "醇香奶油卷", "美味不等待,超快手热汤面", "【花生酥】", "最好吃的吐司~70%中种北海道", "酱油炒饭(超级简单)", "无油酸奶小蛋糕", "蔓越莓绿豆糕", "面包十五分钟手套膜及拉丝秘笈(附七岁儿童终极版)", "奶酪饼干", "谁都可以做出好吃的红烧肉", "焦糖奶油吐司", "无鸡蛋无黄油的咸味土豆饼干", "蕃茄丸子汤。", "南瓜发糕", "土豆泥(最美味科学的终极版本)", "超简单完美戚风蛋糕(6寸2蛋)附打发、翻拌、脱模视频", "超软葱香芝士包(淡奶油面包体)", "步骤最全面的戚风蛋糕(八寸)做法,成功率高!", "香辣口水鸡", "哥本哈根13天减肥食谱", "南瓜刺猬馒头", "水煮牛肉 (正宗川味家常)", "椰蓉土司", "土豆烧排骨", "家常酸菜鱼", "酸奶慕斯", "干锅虾虾(最详细的图文解说)", "土豆炖鸡翅(快手零失败)", "十五分钟快手之香滑皮蛋瘦肉粥(附五分钟电饭煲电压力锅更快捷方法)", "超简单的无水蛋糕", "草莓城堡蛋糕", "米发糕(碗糕)", "超级嫩滑蛋挞做法", "不会失败的薯条做法", "饺子馅 饺子 包子馅 包子", "排骨玉米汤", "香菇油菜", "自制豆腐、豆腐脑(超详细)", "豹纹吐司", "趣多多饼干", "百分百成功的电饭煲蛋糕~", "低糖不腻的奥利奥咸奶油蛋糕盒子", "用烤箱自己做面包--手工牛奶吐司面包", "吉野家牛肉饭(牛丼)", "土豆丝鸡蛋饼", "最好吃的戚风——奶油奶酪戚风", "正确的玉子烧/厚蛋烧做法", "可可古早蛋糕-第二课(烫面法)", "西红柿鸡蛋面", "红烧五花肉", "芝士榴莲披萨", "薄皮韭菜饼", "斑马纹酸奶蛋糕", "自制珍珠【高成功率】", "香煎田园土豆饼", "黑糖黑米糕", "酸奶戚风蛋糕(26厘米定制烤盘)", "美味的肉酿香菇~~孩子爱吃的下饭菜", "青椒炒蛋 米饭杀手 下饭", "素干煸豆角", "老婆饼", "葱多多曲奇", "紫薯馒头", "零失败葡式蛋挞液", "【视频】3分钟 奶油司康Scone(可能是世界上最快手的司康) 消耗淡奶油~", "奶味浓郁的糯米糍冰淇淋", "最省力气、不需摔面快速出手套膜(后酵母法)", "红烧鱼", "国民凉菜——拍黄瓜", "鸡蛋芝士烤吐司", "葡萄干奶酥辫子面包", "清蒸皮皮虾", "苦瓜酿肉", "辣椒炒肉", "紫薯鸡蛋卷", "锡纸金针菇(家庭版)", "烤箱版薯条", "抹茶戚风蛋糕", "咖喱饭", "沙沙土豆胡萝卜炖牛肉", "超级浓超好喝的番茄土豆汤", "波兰种全麦吐司", "终极版蛋黄酥配方----最顺手的配方", "全蛋法打发原味海绵杯子蛋糕", "(酸奶/香蕉)溶豆", "烤豆腐", "椰汁千层糕", "土豆炖茄子", "零失败日式草莓牛奶冻", "青梅酿酒", "香蕉松饼", "西兰花素炒", "椰蓉吐司面包 Coconut Loaf", "桃酥", "葱香肉松排包", "蛋糕盒子的3+1种有爱做吃法「厨娘物语」", "红烧茄子(教你炒茄子不变色的小妙招)", "奶油蘑菇汤(完美比例版)", "老丁的私房菜-番茄牛腩煲", "椰浆蛋糕", "最下饭的锅塌豆腐", "香葱肉松蛋糕", "蒸出来的蛋糕(简单版)", "酸辣土豆丝", "蒜薹炒鸡蛋", "牛奶面包---5°冷藏基础发酵", "好吃到流泪的炸鸡", "紫菜卷寿司", "番茄牛腩", "台湾烤肠 儿童肠", "自制蜜红豆", "黑麦核桃红糖面包", "南瓜双色花卷", "披萨蛋(快速早餐)", "手撕鸡胸肉——减肥嘴馋时的救命稻草", "麻薯面包~超简单快手 木薯粉版", "绣球馒头", "十分钟快手早餐【港式火腿西多士】", "清蒸鳕鱼", "一次成功 只需四步做出美味纸杯蛋糕[视频教学]", "十三香小龙虾【曼食慢语】", "【桃花酥】", "零嘴麻辣干子", "颜值控-做一朵开在碗里的花秋葵蒸水蛋", "少女心的渐变吐司", "十分钟做好吃的红烧对虾", "最美不过那碗阳春面", "奶黄馅儿和奶黄包", "什锦蛋炒饭", "椒盐皮皮虾", "金针炒莴笋", "十分钟快手西多士", "肥而不腻的超厚瑞士卷", "地三鲜:省油诀窍", "蜜炼枇杷膏", "蔓越莓饼干", "鸡蛋煎馒头片", "脏脏包-可颂牛角包Chocolate Croissants", "迷人的火龙果溶豆酸奶溶豆宝宝辅食", "无需酸奶机的自制酸奶", "水晶紫薯糕", "蒜蓉西兰花", "山药鸡蛋糕 宝宝辅食食谱", "肉松拔丝小蛋糕", "鱼香肉丝", "荷包蛋土司", "蔓越莓优格小面包块", "油炸茄盒", "虾仁豆腐蒸水蛋", "红烧茄子", "蜂蜜柠檬片", "雪花酥", "炸蘑菇", "黑米粢饭团", "酸奶吐司", "糖醋土豆", "青椒豆腐干", "咸蛋黄豆腐", "最好吃的火腿葱香花卷—附让葱不变黄的小窍门", "越南春卷", "网红脏脏卷,比脏脏包更好吃哦", "简单快手的软香松饼", "自制厚底披萨面饼", "蘑菇汤", "正宗港式絲襪奶茶", "芒果酥", "紫米馅老婆饼超快手(不用出膜不用醒面)", "蜜渍金桔酱 奶奶的秘方", "可乐鸡翅(懒人版)", "鲜虾鸡蛋卷宝宝辅食精华一岁以上宝宝", "红糖馒头.红糖糕", "【包子那点儿事】", "玉米炒肉末【超级下饭的快手家常菜】", "冰糖雪梨棒棒糖", "自制无添加番茄酱", "奶香黑芝麻刀切馒头", "椰蓉果酱面包(好好吃)", "酸奶蛋糕", "豆沙扭扭酥", "自制宝宝牛肉松", "蛋黄酥&网红麻薯蛋黄酥---半圆天地盖包装调整方", "青井老师の原味戚风", "婴儿辅食之自制猪肝粉", "香辣卤鸡爪", "脆爽萝卜丁(开胃小菜)", "香酥不腻的——皇家曲奇", "经过多年实验的骨灰级烤鸡翅", "白萝卜豆腐圆子汤", "【培根沙拉面包】", "紫薯发糕", "圣诞呆萌裸蛋糕", "自制鸡米花——味道赛过肯德基", "孔雀开屏清蒸鱼", "毛豆炒肉", "奶酪饼干", "超级简单-改良简易炸猪排", "枣糕(目前为止最像五道口枣糕王的版本)", "草莓芝士蛋糕(6寸)", "6寸巧克力慕斯(蛋糕)", "豆角炒鸡蛋", "黑米奶香馒头", "零失败低糖玛格丽特饼干", "牛油果香蕉奶昔", "秘制绝味毛豆", "【视频食谱】不用开酥的曲奇蛋挞", "鱼香豆腐", "菠菜炒鸡蛋", "PH大师的金宝顶蓝莓马芬", "蓑衣黄瓜", "卤鸡腿(直逼广九直通车鸡腿)", "蒸排骨(简易广东版)", "KFC超简单葡式蛋挞", "老丁的私房菜-美极杏鲍菇", "黑麦贝果", "蜜豆一口酥", "平滑如镜的蛋羹", "蜂蜜柠檬百香果", "面包机肉松", "芒果花", "6寸可可蛋糕", "油汤圆", "糯米粉小餐包", "快手版意式番茄肉丸", "柠檬鸡翼--驰名香港,超简单又好吃", "超简单原味溶豆(无酸奶版)", "椰蓉球", "香葱培根咸司康", "白灼芦笋", "超简单!5分钟口袋饭团", "咸摩卡奶油卷/完美毛巾面技巧+回味无穷摩卡配方/烘焙视频蛋糕篇9「中卷」", "家常肉饼", "马芬蛋糕(基本拌和法)", "京酱肉丝", "糯米空心糍粑", "【健康零食】燕麦坚果意式脆饼", "无糖香葱苏打咸饼干", "油面筋酿肉", "酸辣粉", "枸杞核桃花生黑芝麻片", "自制豆腐脑", "自制纯天然蔬菜汁彩色面条", "百香果柠檬蜜", "【饼干】曲奇饼干", "零失败戚风蛋糕", "酥掉渣的桃酥饼", "花样饺子包法视频", "波兰酵头北海道吐司", "素菜也可以这么美—荷塘小炒", "红枣红豆薏仁牛奶粥", "电饭锅海南鸡饭", "颜值爆表的樱花慕斯。(6寸圆模)", "【西安小吃系列】 7:古早味凉皮", "快手香蕉纸杯蛋糕", "教你捏漂亮的包子褶", "鸡蛋卷", "葱油拌面——5分钟早餐", "香菇腊肉饭", "虎皮青椒", "蔓越莓曲奇饼干", "软绵绵的纸杯蛋糕", "自制拉面(拉条子)", "炒河粉", "一次发酵椰蓉餐包", "这个生巧克力的方子,简单简单最简单", "炸鲜奶(简单,健康)", "蒜香面包", "消耗蛋白的好办法--懒人版双皮奶做法", "薯片牛油果大虾沙拉", "张姐-红烧鱼", "砂糖奶油面包", "补肾黑米粥", "蚝油西葫芦", "一碗红烧肉", "消耗淡奶油利器——恰好的淡奶油吐司", "每周四的常菜谱", "网纹果酱夹心面包", "炸鸡排", "《Tinrry下午茶》教你做冰皮月饼", "手工果蔬蝴蝶面/花式面片", "红茶控的日常——伯爵奶茶戚风", "麻薯香芋酥/台湾大甲芋头酥(无猪油完美复刻2015.10修订各种抹茶酥、绿茶酥、蛋黄酥、紫薯酥通用哟)", "草莓果酱", "炸薯片", "香蕉芒果披萨", "最简单的《熬猪油》方法", "软炸虾仁", "韭菜鸡蛋盒子", "如棉花般松软的海苔肉松面包", "南瓜包🎃", "干煸四季豆", "老面包土司!(普通面粉,植物油也可以做出好面包!小时候的味道。。。)", "超滑嫩的蛤蜊炖蛋", "黑芝麻麻薯面包", "最爱金大旺之巧克力吐司(可可吐司)", "麻酱菠菜", "干炒牛河", "香蕉蛋糕(君焙厨师机食谱)", "超级下饭的秋葵小炒肉", "小猪佩奇场景蛋糕", "金针菇焖豆腐", "糯米甜饼", "绿豆糕", "《Tinrry下午茶》教你做芝士焗土豆泥", "超级豪华版广式糯米鸡", "老丁的私房菜-清炒山药", "虎皮鸡蛋", "酱油炒饭【懒人版】", "盐焗鸡脚(水焗)版", "【保罗教你做面包】法棍", "家常 阳春面", "完美牛奶布丁(吉利丁片版)", "葡萄干麦片曲奇 Oats Cookies", "经典奶酪布丁", "松软香嫩的西红柿鸡蛋饼", "简单三步搞定红糖发糕", "葡萄干玉米面发糕", "超软香蕉蛋糕", "红烧鲤鱼", "奶白鲫鱼汤", "经典戚风——拜拜蛋糕(中空、圆模均可)", "照烧鸡腿", "人气爆棚雪媚娘", "自制臭豆腐", "乳酪三明治", "贝果光滑的秘密", "脆皮烤鸡", "肉末炒冬瓜(超下饭)", "美味到不行的南瓜饭", "水煎包", "弯梳虾饺", "零嘴麻辣香干", "咸蛋黄炒南瓜", "酱黄瓜", "花样水果吐司", "溶豆", "炸香椿(超详细的炸香椿鱼)", "可可糯米华夫饼", "花生芝麻椰蓉酥", "蛋香十足の海绵杯子蛋糕,伴手礼好选择。", "一碗简单的阳春面", "自制各种果味酸奶溶豆", "苹果松饼(一岁以上宝宝食用)", "培根番茄意大利面", "PH大师的巧克力饼干(趣多多)", "蒜蓉烤金针菇", "简单易学的宝宝馒头", "无油无水脆皮小蛋糕", "凉拌藕片", "家常香嫩手撕鸡", "火龙果炒虾仁", "低卡低脂烤箱版鸡米花", "芝士焗红薯", "黄金南瓜小面包", "奶香玉米汁", "什锦granola烤燕麦片丨健康·零食", "素炒南瓜", "凉拌黄瓜", "五彩蝴蝶面°专为宝宝制作๑", "面包机都能揉出手套膜(不用剪刀,面包机出膜最详细指导)", "熊猫豆沙包&紫薯包", "柠檬曲奇", "蒲烧鳗鱼饭", "全麦贝果", "三汁焖锅", "燕麦花生酥丨健康·零食<好好吃饭6>", "巧克力蔓越莓软欧", "千层毛巾卷", "秋葵鸡蛋羹", "奥利奥咸奶油蛋糕", "葱油面(汪涵天天向上版)", "超开胃凉拌紫甘蓝", "红烧排骨", "兔子香肠馒头(一次发酵)", "几分甜香芋奶冻卷/卷不裂配方+新鲜香芋奶油+入口即化奶冻/烘焙视频蛋糕篇7「薄卷」", "炝炒藕丁", "戚风蛋糕的做法(高比克有水戚风)含视频教程", "酸奶的一万种吃法", "香脆可口的蛋卷卷", "素菜:芹菜炒豆腐干", "爆炒猪肝", "KITTY猫蛋包饭", "芝麻夹心海苔", "韭菜炒鸡蛋", "抹茶蔓越莓饼干", "桑葚酱", "南瓜羹", "花篮橙子🍊", "全麦馒头", "青柠/青桔百香果夏日特饮", "老式面包(玉米油版)", "一碗红汤面(懒人版)", "巧克力酥顶玛芬蛋糕 Choc Chip Muffins", "花开蛋包饭", "凉拌金针菇", "牛油果芝士焗面包", "家常葱油烤饼", "苹果玫瑰吐司", "东北青椒鸡蛋酱", "闻妈的馒头方子", "蒜蓉娃娃菜", "宝宝辅食圆白菜饼(一岁以上)", "芒果奶酪面包", "双色花卷", "【春日限定烧麦】", "软面玉米饼", "奶油奶酪司康", "香菇油焖笋", "刀切馒头", "油炸金针菇", "土鸡汤", "青椒牛肉", "干煸豆角(标准版)", "黄金蛋炒饭", "【千层风琴土豆】", "姜葱炒花蟹", "斑马纹戚风蛋糕", "牛肉虾仁香菇白菜馅饼(视频版)", "莴笋炒肉", "【健康零食】至简全麦脆饼", "香蕉烤吐司", "芝士淋面", "自制麻辣烫", "猪肉丸子汤", "自制蜜红豆", "章鱼小丸子", "花胶如何泡发", "《Tinrry下午茶》教你做巧克力流心", "椰蓉棉花纸杯蛋糕", "超简单的营养早餐--酸奶麦片", "香煎羊排", "广东肠粉最简单的制作", "浓香榴莲披萨", "虾米冬瓜汤", "锅巴土豆", "珍珠", "趣多多巧克力豆饼干", "超松软黑糖马拉糕(酵母版)", "草莓溶豆(淀粉稳定蛋白法)", "【小嶋rumi】经典海绵蛋糕", "黄瓜咸菜", "开放式三明治", "牛奶小馒头", "仿85度C的芝士球", "奥利奥磅蛋糕", "少油沙拉酱", "酱牛肉", "小倪家网红珍妮曲奇饼干", "奶香椰浆馒头", "年菜必学【松鼠桂鱼】,给你多动图食谱,不信你学不会!(孔瑶原创食谱)", "【健康三餐】椒盐核桃燕麦司康", "萝卜排骨汤", "牛奶钢切燕麦粥+多种口味丨健康·三餐", "百香果皮糖——百香果皮再也不浪费了!", "原味厚蛋烧", "福清紫菜饼&光饼", "三文鱼炖豆腐", "八寸戚风蛋糕(君之版)", "提褶包 包教包会的包子", "原味戚风", "营养减脂便当", "黑椒牛肉厚底披萨", "和风芝士豆腐", "咖啡榛果软欧", "超好吃的红糖烙饼", "零失败姜撞奶", "抹茶蛋糕卷", "【终极烹饪课程】北非蛋", "红豆蔓越莓司康(松饼)", "学做LADY M家24层超薄渐变抹茶千层蛋糕", "韩式南瓜粥", "咖喱炒饭", "酥黄豆", "婴儿辅食:彩色卡通蝴蝶面", "最好吃的扬州狮子头", "咕咾肉", "自制彩色凉皮蔬菜汁凉皮( 彩色凉粉自制面筋)", "清炒豆腐皮", "零失误的烤鸡排", "凉拌莴笋丝", "无油红糖苹果蛋糕", "麻将巧克力之刘小喵超详版", "火腿肠早餐面包(一次发酵法)", "五分钟快手咖喱乌冬面", "大白馒头 Steamed Bun", "浓浓的锅煮奶茶", "蔓陀罗(完胜原麦山丘)", "日式豚肉拉面", "作业本", "清炒扁豆角", "全麦核桃面包---无糖无油", "Cold Brew Coffee 冷泡(冷萃)咖啡", "【健康三餐】烧烤香羽衣甘蓝", "皮蛋豆腐", "北海道巧克力流心蛋糕", "芒果慕斯蛋糕(8寸)", "油酥饼", "《Tinrry下午茶》教你做椰子脆片", "奶香紫薯馒头", "高蛋白低卡鸡肉丸子(无碳水版)增肌减脂必备!!!120kcal/100g", "东北老式软饼干", "微波炉烤茄子", "薄饼脆皮火腿pizza", "揭秘自制酒酿的秘密", "宝宝辅食:芝麻鸡蛋薄脆饼干", "芝麻夹心海苔", "【红烧牛肉面】", "生煎包(新视频。猪肉韭菜莲藕生煎包)", "芹菜牛肉末「下饭神器」", "切块酸奶戚风", "核桃红枣葡萄黑芝麻奶香馒头", "芒果芝士慕斯", "炼奶棉花蛋糕", "爆炒鸡胗", "小米锅巴", "宝宝辅食", "水晶肉皮冻", "椰子球", "宝宝营养餐-鳕鱼香菇粥", "铜锣烧(健康无泡打粉、小苏打)", "洋葱炒土豆片", "肉酱", "蒜香龙虾尾", "金砖面包--一个很成功的手撕起酥面包配方", "早餐鸡蛋杯cupcake Frittata", "咸味土豆饼干", "电饭锅香菇香肠饭(●´∀`●)", "炸土豆丸子", "宝宝迷你三色饭团", "洋葱牛肉汉堡 Beef Hamburger with Fried Onions", "酸汤蛋皮龙利鱼【食材包操作说明】", "超松软蜂蜜馒头、花卷的做法(不用泡打粉)", "蚝油焖冬瓜", "天然酵种蓬松欧包", "金枪鱼炒饭", "英式葡萄干scone(司康饼)", "五谷杂粮粥", "干炒牛河|美食台", "第二次可颂记录", "奶酪饼干", "凉拌莴笋", "玫瑰花馒头", "宝宝辅食牛奶鸡蛋饼", "炒牛肉", "蛋黄奶豆", "纸杯戚风蛋糕", "歌剧院蛋糕Opera Cake(厨studio线上课程详解版)", "奶油南瓜吐司", "《澄沙之味》铜锣烧的灵魂——红豆沙", "我认为龙利鱼(巴沙鱼)最好吃的做法", "凉拌豆腐", "超级好吃的凉拌拍黄瓜", "梅干菜肉包-无敌包子皮【墙裂推荐~!!!】", "南瓜馒头(刀切)", "下饭必备青椒酿肉!", "鲜虾猪肉生煎包(一定要看视频哟~)", "绝味川菜—蒜泥白肉๑", "烤冷面", "蜜汁鸡翅 Honey Coated Roast Chicken Wings", "胡萝卜土豆炖排骨", "清蒸白萝卜", "凉拌海带", "快手汉堡胚", "简单快捷春卷皮", "机器猫豆沙包", "窝窝头", "拖欠太久的白屁股包包", "芒果雪糕", "一次冷藏发酵吐司超级拉丝柔软(手揉出手套膜)", "黑芝麻汤圆", "二十一种饺子的做法", "清蒸鱼", "青豆炒肉", "【中餐厅】张亮版菠萝咕咾肉", "零失败的 ---可可布朗尼", "椰蓉荷花酥", "点滴生活,芬芳依然⁎˚♫", "双色馒头", "戚风蛋糕(高筋粉版)", "网红肉松蛋黄青团(艾草版)", "香菇豆腐汤", "蒜香豆苗", "网红脏脏包制作详解", "椰汁桂花糕 #夏日甜点#", "美味的酸奶小蛋糕", "厨师机版吐司面包的制作", "水煮牛肉", "红豆吐司", "韭菜盒子", "辣子鸡", "生日蛋糕造型分享", "龙井虾仁", "【骨汤火锅】", "让茄子变身为鱼肉味的美味【茄子鱼】", "奥利奥戚风蛋糕", "红豆沙吐司", "蒜薹香干(蒜苔)", "蛋黄酥(四色)", "【电饭煲可乐鸡翅】", "梅菜扣肉", "蛋黄溶豆婴儿零食", "六寸戚风", "龟苓膏", "黑芝麻蛋糕卷", "法式香煎带子", "懒人双皮奶", "【低碳水】柠檬奇亚籽司康", "热狗面包胚(短棍面包)", "超级好吃下饭的麻婆豆腐", "微波炉烤红薯", "西葫芦瓜炒鸡蛋(茭瓜炒鸡蛋)", "超好吃的黑芝麻蔓越莓吐司", "咖啡焦糖坚果磅蛋糕<熊谷裕子>", "南瓜发糕——自制无添加剂的健康点心", "孜然羊肉", "咖喱饭", "超好吃的汤粉 江西米粉", "生 酮华夫饼", "红烧海带", "童年的回忆 — 油墩子(萝卜丝饼)", "快手家常糖醋排骨", "蚝油猴头菇", "素炒蟹味菇", "香浓核桃炖蛋", "山药胡萝卜炖排骨", "饺子皮橄榄菜肉末饼", "海盐香草巧克力大曲奇\n★经典配方★", "香菇萝卜干虾米焖饭", "全麦面包,无油,无糖,无蛋,超简单!", "中岛老师的抹茶麦芬", "【健康三餐】番茄蔬菜鱼汤", "抹茶吐司(面包机版)", "韭菜盒子", "比较浪的金针菇培根卷,不能放盐,不是写漏了。", "蛋抱煎饺(速冻饺)", "可可波点蛋糕卷", "家乡味道,爸爸的炸酱面", "冰皮月饼(零失败)", "好看又好吃的《花式玫瑰煎饺》,据说这才是饺子的正确打开方式", "炸带鱼(超简单)", "冷吃兔", "酱爆香菇牛肉", "滑嫩嫩的蒸蛋羹", "乾隆白菜", "糖醋软骨", "醉虾", "奶香紫薯燕麦糊", "Bakingpie-彩虹慕斯蛋糕", "无油健康香酥鸡柳", "菠菜鹰嘴豆温沙拉 【冬天也可以愉快吃的沙拉】", "百香果益力多 你今日饮佐未?", "茼蒿丸子", "【生酮】西兰花底Pizza", "无添加烤草莓干", "苹果隐形蛋糕", "超好吃又快手的鲜虾意大利面", "美善品-雪花酥", "(低于500卡快手菜)西兰花炒鸡胸肉", "牛油果磅蛋糕", "果酱小酥饼", "藜麦吐司", "水煮鱼", "酱木瓜条", "青椒小炒卤牛肉", "香蒜软法(70%中种+汤种)", "蘑菇包(奶黄馅)", "创意向日葵太阳火腿蛋", "清炒芥菜", "100%全麦土司", "椒盐蘑菇🍄之懒人版", "家庭版干锅牛蛙", "《Tinrry下午茶》教你做香酥花生曲奇", "鲜橙吐司", "奶粉戚风蛋糕(消耗奶粉)", "健康菠萝果酱(面包机版)", "法式长棍", "火腿肠炒鸡蛋", "极简的美味──蒜油意面", "胡萝卜吐司", "重料淡奶油吐司", "烤排骨 Roast Pork Ribs -yanyanfoodtube", "董太的私房菜--青菜炒香肠", "芒果奇亚籽布丁", "脆皮烧肉", "自制广东河粉", "💕【情人节】爱心红丝绒蛋糕+奶油奶酪霜", "《Tinrry下午茶》教你做牛奶糖", "小嶋老师的海绵蛋糕", "🧀️奶酪芝士玉米粒沙拉(微波炉版)", "宝宝辅食:拌饭芝麻海苔-12M+", "【荷香糯米鸡】", "草莓酒", "烤冷冻鸡块(麦当劳肯德基)", "中式炒意面", "绝味卤鸡爪", "什菜三文鱼卷饼", "运动之后的绿色能量弹" ], "y": [ 300, 281, 274, 250, 200, 191, 190, 164, 163, 162 ] } ], "layout": { "title": "Top 10 in a Week" } }, "text/html": [ "
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"text/plain": [ "\n", " | material | \n", "name | \n", "recipe | \n", "colour | \n", "
---|---|---|---|---|
0 | \n", "尖辣椒\\n\\n \\n\\n ... | \n", "辣椒炒肉 | \n", "辣椒洗净,滚刀切,切完再洗一遍,滤掉多余的辣椒籽!\\n\\n\\n\\n猪肉切条,并用一克白糖和5... | \n", "Hunan_cuisine | \n", "
1 | \n", "鸡心\\n\\n\\n\\n\\n\\n\\n鸡肝\\n\\n\\n\\n\\n\\n\\n鸡胗\\n\\n\\n\\n\\n\\n... | \n", "湘菜10《酸辣鸡杂》 | \n", "腌制鸡杂鸡心,鸡胗,鸡旰,鸡肠,改刀后加盐,料洒,白胡椒粉,鸡精抓匀,加淀粉抓匀码味。\\n\\... | \n", "Hunan_cuisine | \n", "
2 | \n", "豆腐\\n\\n\\n 250克\\n ... | \n", "湘味农家豆腐 | \n", "韭菜切小段,大蒜切碎备用。肉末用少许料酒和酱油和油腌制5分钟。\\n\\n\\n豆腐切块入锅双面煎... | \n", "Hunan_cuisine | \n", "
3 | \n", "鸡蛋\\n\\n\\n\\n\\n\\n\\n杭椒\\n\\n\\n\\n\\n\\n\\n ... | \n", "金钱蛋-经典湘菜 | \n", "鸡蛋煮熟,一般一个菜是3-4枚。\\n\\n\\n\\n剥壳,切0.5cm厚样子。切的时候用水果刀不... | \n", "Hunan_cuisine | \n", "
4 | \n", "大鱼头\\n\\n \\n\\n\\n\\n\\n\\n剁椒\\n\\n\\n\\n\\... | \n", "湘菜07《剁椒鱼头》 | \n", "鱼头码味。胖头鱼中间切开两片,不要切断,肉厚的部分剞上花刀,鱼骨斩断。葱花姜片放在料酒中泡一... | \n", "Hunan_cuisine | \n", "