{"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":"# [H&M] Easy grouping by Sex/Attribute & Age\n\n**This is the revised version on 2022/3/6.**  \nI had tried grouping using hand-made grouping list baed on \"Section name\", but I noticed the same can be done much easily by using \"index-group no/name\".  \n前バージョンでは「Section name」を分類したお手製リストによって性別を分類していましたが、「index-group no/name」を使えば同じことがはるかに簡単にできることに気づきましたので、全面的にリバイズしました。  \n\nThis is the competition presented by globally-famous fashion store \"H&M\". We will be predicting the 12 fashion items which customers will purchase during 1 week after training period.  \nAs you know the other people's kernels, it looks like major approach is not to predict using AI such as LightGBM or tensorflow, but to predict by analyze the Dataframe just before training period ends.  \nWhen it comes to \"recommended fasshion items\" for me, the key points are \"Sexuality\" and \"Age\" and hence my approach is as follows.  \n\nHowever, Public score is not so good **0.0074**. I'd like to continue to try to improve the approach.  \n(Update) When the transactions to be used for prediction is changed from \"after 9/1\" to \"after 9/15\", then Public Score was omproved from 0.0074--> **0.0078**.  \n\n(1) Recommend items according to Age-group  \n(2) Recommend items according to Sex/Attribute, like \"Women's item\" for Women, \"Kid's item\" for those who have kids.    \n   .. however, as we will see in details later, Sex/Attribute does not exist in customer data.  \n      therefore, we will be guessing each customer's sex/attribute by analyzing the purchase history\n      \n\n\n今回のお題は、世界的に有名なカジュアルファッション「H&M」から、トレーニング期間終了後1週間に顧客が購入するファッションアイテムを12品目まで予想する、というもの。  \n既に公開されているKernelを見ても分かりますが、今回はLightGBMやTensorflow等のAIを使って予想するというよりも、データフレームを整理してトレーニング期間終了前の人気アイテムを12品目提示する、というアプローチが主流みたいです。  \n私としては、ファッションアイテムのおススメ予想といえば、「性別」・「年齢」がキーかなぁと思いますので、以下のアプローチで取り組んでみました。  \nとはいえ、Public Scoreの結果は**0.0074**とイマイチなので、今後改善していきたいと思います。  \n（更新）予想に使用する取引履歴を「9/1以降」から「9/15以降」（トレーニング終了1週間前）に変更すると、Public Scoreは0.0074→**0.0078**に改善。\n\n(1) 年齢はいくつかの年齢層に分類しておススメを提案  \n(2) 男性には男性用アイテム、女性には女性用アイテム、子持ちには子供用品といった性別・属性におうじた提案をする  \n　　・後ほど詳しく見てみますが、顧客データに「性別」が存在しないので、アイテムの購入履歴から性別・属性を推測  \n\n# Approach overview\n![image.png](attachment:eac2ea46-4079-4fd9-a09a-9e1e32205519.png)","metadata":{},"attachments":{"eac2ea46-4079-4fd9-a09a-9e1e32205519.png":{"image/png":"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"}}},{"cell_type":"code","source":"import numpy as np\nimport pandas as pd\nimport matplotlib.pyplot as plt\nimport seaborn as sns; sns.set()\nfrom datetime import datetime, date, timedelta\n\nfrom collections import Counter, defaultdict\nfrom PIL import Image\nfrom pathlib import Path\n\npath = Path(\"/kaggle/input/h-and-m-personalized-fashion-recommendations/\")","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2022-03-06T09:36:31.437437Z","iopub.execute_input":"2022-03-06T09:36:31.437785Z","iopub.status.idle":"2022-03-06T09:36:32.757749Z","shell.execute_reply.started":"2022-03-06T09:36:31.437681Z","shell.execute_reply":"2022-03-06T09:36:32.75647Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# 1. Reading Dataframes","metadata":{}},{"cell_type":"code","source":"transactions_df = pd.read_csv(path / \"transactions_train.csv\", dtype = {'article_id': str})\narticles_df = pd.read_csv(path / \"articles.csv\", dtype = {'article_id': str})\ncustomers_df = pd.read_csv(path / \"customers.csv\")\nsubmission = pd.read_csv(path / \"sample_submission.csv\")","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:36:32.762415Z","iopub.execute_input":"2022-03-06T09:36:32.762735Z","iopub.status.idle":"2022-03-06T09:38:04.242912Z","shell.execute_reply.started":"2022-03-06T09:36:32.762697Z","shell.execute_reply":"2022-03-06T09:38:04.240555Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Looks like the transaction(purchase) history is for 2-years from Sep-2018 to Sep-2020.  \n\n取引履歴は、2018年9月から2020年9月までの2年分のようです。","metadata":{}},{"cell_type":"code","source":"transactions_df[\"t_dat\"] = pd.to_datetime(transactions_df['t_dat'])\ntransactions_df","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:04.244576Z","iopub.execute_input":"2022-03-06T09:38:04.245104Z","iopub.status.idle":"2022-03-06T09:38:14.368978Z","shell.execute_reply.started":"2022-03-06T09:38:04.245056Z","shell.execute_reply":"2022-03-06T09:38:14.367962Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"As you see, the column to show Sexuality/Attribute does not exist in Customer data.\n\n顧客データは、ご覧の通り、「性別（属性）」の項目が存在しない。","metadata":{}},{"cell_type":"code","source":"customers_df","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:14.372777Z","iopub.execute_input":"2022-03-06T09:38:14.373894Z","iopub.status.idle":"2022-03-06T09:38:14.406211Z","shell.execute_reply.started":"2022-03-06T09:38:14.373835Z","shell.execute_reply":"2022-03-06T09:38:14.404919Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Age is mandatory for my approach this time, but there are many missings. Need to repair later.  \n\n年齢は、今回のアプローチに必須なんですが、欠損値が結構ありそう。後で補修します。","metadata":{}},{"cell_type":"code","source":"customers_df.isnull().sum()","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:14.408418Z","iopub.execute_input":"2022-03-06T09:38:14.409124Z","iopub.status.idle":"2022-03-06T09:38:15.123203Z","shell.execute_reply.started":"2022-03-06T09:38:14.409059Z","shell.execute_reply":"2022-03-06T09:38:15.121978Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# 2. Grouping by Age\n\nAs you can see in the histogram below, looks like young generation (Teens/20's) are more than 30's~, hence will be grouping as follows.  \n  - for 10's and 20's, every 2-years\n  - for 30's~50's, every 5-years\n  - for 60's~, 1 group\n\n以下のヒストグラムの通り、顧客層は20台が多いみたいなので、以下のように顧客層をグルーピングしたいと思います。  \n　・10代・20代は「2歳ごと」  \n 　・30代～50代は「5歳ごと」  \n 　・60代以降は１グループ","metadata":{}},{"cell_type":"code","source":"customers_df[\"age\"].plot.hist(bins=50)","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:15.125028Z","iopub.execute_input":"2022-03-06T09:38:15.125638Z","iopub.status.idle":"2022-03-06T09:38:15.754465Z","shell.execute_reply.started":"2022-03-06T09:38:15.125576Z","shell.execute_reply":"2022-03-06T09:38:15.752961Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"age_id = 0\nage_group = pd.DataFrame(columns =[\"age\",\"age_id\"])\nage=16\n\nfor i in range(53) :\n    if age < 30 :\n        temp_group = pd.DataFrame({\"age\":[age, age+1], \"age_id\":[age_id, age_id]})\n        age_group = age_group.append(temp_group)\n        age += 2\n        age_id += 1\n    elif  age < 60 :\n        temp_group = pd.DataFrame({\"age\":[age, age+1, age+2, age+3, age+4],\"age_id\":[age_id, age_id, age_id, age_id, age_id]})\n        age_group = age_group.append(temp_group)\n        age += 5\n        age_id += 1\n    else:\n        temp_group = pd.DataFrame({\"age\":[age], \"age_id\":[age_id]})\n        age_group = age_group.append(temp_group)\n        age += 1","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:15.756527Z","iopub.execute_input":"2022-03-06T09:38:15.757159Z","iopub.status.idle":"2022-03-06T09:38:15.831069Z","shell.execute_reply.started":"2022-03-06T09:38:15.757106Z","shell.execute_reply":"2022-03-06T09:38:15.830052Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"16-99 age will be grouped into age_id 0-13.   \n\n16~99歳の年齢を0～13までのage_idにグルーピング","metadata":{}},{"cell_type":"code","source":"age_group","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:15.832715Z","iopub.execute_input":"2022-03-06T09:38:15.833044Z","iopub.status.idle":"2022-03-06T09:38:15.850777Z","shell.execute_reply.started":"2022-03-06T09:38:15.83298Z","shell.execute_reply":"2022-03-06T09:38:15.848953Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"customers_df = pd.merge(customers_df, age_group, on=\"age\", how = \"left\")\ncustomers_df = customers_df.drop([\"FN\", \"Active\", \"club_member_status\", \"fashion_news_frequency\", \"postal_code\"], axis=1)\ncustomers_df","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:15.852684Z","iopub.execute_input":"2022-03-06T09:38:15.852981Z","iopub.status.idle":"2022-03-06T09:38:18.55706Z","shell.execute_reply.started":"2022-03-06T09:38:15.852949Z","shell.execute_reply":"2022-03-06T09:38:18.556087Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# 3. Grouping by Sex/Attribute\n\n**Approach**  \n(1) Based on \"index_group_name\" in article list, Purchase history will be classified as \"Women's item\", \"Men's item\", \"Kid's item\", etc.  \n(2) Based on the purchase history, classify the customers into 5 attributes, guessing those who purchased more Women's items are Women, and those who purchased more Men's items are Men, etc.  \n\n**アプローチ**  \n(1) 品目リストのindex_group_nameをもとに、購入履歴を女性用品・男性用品・子供用品等に分類  \n(2) 女性用の購入履歴が多い顧客を女性、男性用の購入履歴が多い顧客を男性、という具合に顧客層を5つの属性に分類  \n　　（女性　／　ヤング(Divided)　／　男性　／　子持ち　／　スポーツパーソン）","metadata":{}},{"cell_type":"code","source":"articles_df.head(5)","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:18.560451Z","iopub.execute_input":"2022-03-06T09:38:18.560776Z","iopub.status.idle":"2022-03-06T09:38:18.595042Z","shell.execute_reply.started":"2022-03-06T09:38:18.560738Z","shell.execute_reply":"2022-03-06T09:38:18.59408Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"As you can see, let's classify the customers into 5 attributes based on \"index_group_name/no\" in article list.  \n\n以下の通り、品目リストに含まれている「index_group_name」「index_group_no」で５つの属性に顧客を分類。","metadata":{}},{"cell_type":"code","source":"print(articles_df[\"index_group_name\"].unique())\nprint(articles_df[\"index_group_no\"].unique())","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:18.59658Z","iopub.execute_input":"2022-03-06T09:38:18.596907Z","iopub.status.idle":"2022-03-06T09:38:18.614387Z","shell.execute_reply.started":"2022-03-06T09:38:18.596872Z","shell.execute_reply":"2022-03-06T09:38:18.613449Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Looks like Women's items and Kid's items are much more than others... I see.\n\n女性用品と子供用品が圧倒的に多いんだ。。ふ～ん","metadata":{}},{"cell_type":"code","source":"sex_category = articles_df[[\"index_group_no\", \"index_group_name\"]].reset_index()\ndisplay(sex_category[\"index_group_name\"].value_counts())","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:18.616156Z","iopub.execute_input":"2022-03-06T09:38:18.616686Z","iopub.status.idle":"2022-03-06T09:38:18.648856Z","shell.execute_reply.started":"2022-03-06T09:38:18.616645Z","shell.execute_reply":"2022-03-06T09:38:18.648159Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"sex_category_list = sex_category[\"index_group_name\"].value_counts().index.to_list()\nplt.figure(figsize=(5, 5))\nplt.rcParams[\"font.size\"] = 12\nplt.pie(sex_category[\"index_group_name\"].value_counts().sort_values(ascending=False), \n        labels = sex_category_list, startangle = 90, counterclock=False, autopct=\"%1.1f%%\")\nplt.show","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:18.650549Z","iopub.execute_input":"2022-03-06T09:38:18.650912Z","iopub.status.idle":"2022-03-06T09:38:18.868734Z","shell.execute_reply.started":"2022-03-06T09:38:18.650861Z","shell.execute_reply":"2022-03-06T09:38:18.864216Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"del sex_category_list","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:18.870655Z","iopub.execute_input":"2022-03-06T09:38:18.871141Z","iopub.status.idle":"2022-03-06T09:38:18.876787Z","shell.execute_reply.started":"2022-03-06T09:38:18.87109Z","shell.execute_reply":"2022-03-06T09:38:18.875648Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"articles_category_df = pd.DataFrame(articles_df[[\"article_id\", \"index_group_no\"]])\narticles_category_df.columns = [\"article_id\", \"sex_attribute\"]\narticles_category_df","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:18.879177Z","iopub.execute_input":"2022-03-06T09:38:18.879983Z","iopub.status.idle":"2022-03-06T09:38:18.917108Z","shell.execute_reply.started":"2022-03-06T09:38:18.879913Z","shell.execute_reply":"2022-03-06T09:38:18.916029Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"transactions_df = pd.merge(transactions_df, articles_category_df, on = \"article_id\", how = \"left\")\ntransactions_df","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:18.919586Z","iopub.execute_input":"2022-03-06T09:38:18.920036Z","iopub.status.idle":"2022-03-06T09:38:37.702704Z","shell.execute_reply.started":"2022-03-06T09:38:18.919971Z","shell.execute_reply":"2022-03-06T09:38:37.701808Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Let's see which customer has been purchasing which categoy items.  \n\n顧客id毎に、どのカテゴリーの品目の購入が多いかを見てみる。","metadata":{}},{"cell_type":"code","source":"cust_sex = transactions_df[[\"customer_id\", \"sex_attribute\", \"article_id\"]].groupby([\"customer_id\",\"sex_attribute\"]).count().unstack()\ncust_sex.columns = [\"Woman\", \"Young\", \"Man\", \"Have-kids\", \"Sports-person\"]\ncust_sex","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:38:37.704006Z","iopub.execute_input":"2022-03-06T09:38:37.704248Z","iopub.status.idle":"2022-03-06T09:39:08.380432Z","shell.execute_reply.started":"2022-03-06T09:38:37.704217Z","shell.execute_reply":"2022-03-06T09:39:08.37944Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Classify the purchase history of each customer in 5 categories, and then, classify the customers into the attribute i which category items the customer have purchased the most.  \n\n５つのカテゴリーに購入履歴を分類し、最も購入数が多かったカテゴリーに顧客を分類する。","metadata":{}},{"cell_type":"markdown","source":"\n\n![image.png](attachment:d02da470-e696-4fa9-8092-777a15588c42.png)","metadata":{},"attachments":{"d02da470-e696-4fa9-8092-777a15588c42.png":{"image/png":"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"}}},{"cell_type":"markdown","source":"Set the max-value column into newly-ceated column \"attribute\" using the lambda below.  \n\n以下のlambda式で各行の最大値をもつカラムを新設する「attribute」列に抽出する。","metadata":{}},{"cell_type":"code","source":"%%time\ncust_sex[\"attribute\"] = cust_sex.apply(lambda x : list(x[x == x.max()].index), axis=1)\ncust_sex","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:39:08.381916Z","iopub.execute_input":"2022-03-06T09:39:08.382493Z","iopub.status.idle":"2022-03-06T09:44:47.158258Z","shell.execute_reply.started":"2022-03-06T09:39:08.38245Z","shell.execute_reply":"2022-03-06T09:44:47.157248Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"cust_sex1 = pd.DataFrame(cust_sex[[\"attribute\"]]).reset_index()\ncust_sex1[\"attribute\"] = cust_sex1[\"attribute\"].apply(\",\".join).astype(str)\ndel cust_sex\ncust_sex1","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:44:47.160035Z","iopub.execute_input":"2022-03-06T09:44:47.161946Z","iopub.status.idle":"2022-03-06T09:44:47.55309Z","shell.execute_reply.started":"2022-03-06T09:44:47.161882Z","shell.execute_reply":"2022-03-06T09:44:47.552075Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"In case where the purchase history of multiple categories is the same such as the number of Women's items and Kid's items is the same, the attribute will have the multiple attributes.  \nSince Woman is the most in the attribute, those who have multiple attributes will be classified as Woman.  \n\n「女性用品と子供用品の購入回数が同じ」といった場合は、attributeは「Woman, Have-kids」という具合に複数セットされる。  \n属性は圧倒的に女性が多いので、これら複数属性をもつ顧客は「女性」に分類する。","metadata":{}},{"cell_type":"code","source":"print(cust_sex1.attribute.unique())","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:44:47.555143Z","iopub.execute_input":"2022-03-06T09:44:47.555522Z","iopub.status.idle":"2022-03-06T09:44:47.664056Z","shell.execute_reply.started":"2022-03-06T09:44:47.555469Z","shell.execute_reply":"2022-03-06T09:44:47.663092Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"cust_sex1.loc[~((cust_sex1[\"attribute\"] == \"Woman\") |\n               (cust_sex1[\"attribute\"] == \"Young\")  |\n               (cust_sex1[\"attribute\"] == \"Man\")    |\n               (cust_sex1[\"attribute\"] == \"Have-kids\") |\n               (cust_sex1[\"attribute\"] == \"Sports-person\")), \"attribute\"] = \"Woman\"\ncust_sex1","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:44:47.665761Z","iopub.execute_input":"2022-03-06T09:44:47.666664Z","iopub.status.idle":"2022-03-06T09:44:48.71797Z","shell.execute_reply.started":"2022-03-06T09:44:47.6666Z","shell.execute_reply":"2022-03-06T09:44:48.717059Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"print(cust_sex1.attribute.unique())","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:44:48.719265Z","iopub.execute_input":"2022-03-06T09:44:48.719483Z","iopub.status.idle":"2022-03-06T09:44:48.824893Z","shell.execute_reply.started":"2022-03-06T09:44:48.719456Z","shell.execute_reply":"2022-03-06T09:44:48.823756Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"temp = cust_sex1[\"attribute\"].value_counts().index.to_list()\nplt.figure(figsize=(5, 5))\nplt.rcParams[\"font.size\"] = 12\nplt.pie(cust_sex1[\"attribute\"].value_counts().sort_values(ascending=False), \n        labels = temp, startangle = 90, counterclock=False, autopct=\"%1.1f%%\")\nplt.show","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:44:48.826216Z","iopub.execute_input":"2022-03-06T09:44:48.826465Z","iopub.status.idle":"2022-03-06T09:44:49.29721Z","shell.execute_reply.started":"2022-03-06T09:44:48.826432Z","shell.execute_reply":"2022-03-06T09:44:49.295828Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"print(cust_sex1[\"attribute\"].value_counts().sort_values(ascending=False))","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:44:49.299567Z","iopub.execute_input":"2022-03-06T09:44:49.299963Z","iopub.status.idle":"2022-03-06T09:44:49.489192Z","shell.execute_reply.started":"2022-03-06T09:44:49.299913Z","shell.execute_reply":"2022-03-06T09:44:49.48802Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"customers_df = pd.merge(customers_df, cust_sex1, on =\"customer_id\", how=\"left\")\ncustomers_df","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:44:49.490868Z","iopub.execute_input":"2022-03-06T09:44:49.491259Z","iopub.status.idle":"2022-03-06T09:44:51.91056Z","shell.execute_reply.started":"2022-03-06T09:44:49.49121Z","shell.execute_reply":"2022-03-06T09:44:51.909859Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Those who have no puchased history and hence is not classified as any attribute will be classified as \"Woman\".  \n\n購入履歴がないために属性が判定できなかった顧客も「女性」に分類する。","metadata":{}},{"cell_type":"code","source":"customers_df.isnull().sum()","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:44:51.911816Z","iopub.execute_input":"2022-03-06T09:44:51.912871Z","iopub.status.idle":"2022-03-06T09:44:52.430364Z","shell.execute_reply.started":"2022-03-06T09:44:51.912826Z","shell.execute_reply":"2022-03-06T09:44:52.429247Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"customers_df[\"attribute\"].fillna(\"Woman\", inplace = True)","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:44:52.431763Z","iopub.execute_input":"2022-03-06T09:44:52.432057Z","iopub.status.idle":"2022-03-06T09:44:52.594317Z","shell.execute_reply.started":"2022-03-06T09:44:52.432009Z","shell.execute_reply":"2022-03-06T09:44:52.593246Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"As we saw at the beginning of this notebook, there are many missings in Age. I'll repair them using the average age grouped by attribute.  \n\n冒頭で見た通り、年齢に欠損値が多いので、属性毎に平均年齢を出して埋める。","metadata":{}},{"cell_type":"code","source":"age_mean = customers_df[[\"age\", \"attribute\"]].groupby(\"attribute\").mean().round().reset_index()\nage_mean.columns = [\"attribute\", \"age_mean\"]\nage_mean","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:44:52.600381Z","iopub.execute_input":"2022-03-06T09:44:52.601181Z","iopub.status.idle":"2022-03-06T09:44:53.317158Z","shell.execute_reply.started":"2022-03-06T09:44:52.601115Z","shell.execute_reply":"2022-03-06T09:44:53.31587Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"customers_df = pd.merge(customers_df, age_mean, on = \"attribute\", how =\"left\")\ncustomers_df.loc[(customers_df[\"age\"].isnull()), \"age\"] = customers_df[\"age_mean\"]\ncustomers_df = customers_df.drop([\"age_mean\", \"age_id\"], axis =1)\ncustomers_df = pd.merge(customers_df, age_group, on=\"age\", how=\"left\")\ncustomers_df.isnull().sum()","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:44:53.318782Z","iopub.execute_input":"2022-03-06T09:44:53.319179Z","iopub.status.idle":"2022-03-06T09:44:54.827761Z","shell.execute_reply.started":"2022-03-06T09:44:53.31914Z","shell.execute_reply":"2022-03-06T09:44:54.826768Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"transactions_df = pd.merge(transactions_df, customers_df, on =\"customer_id\", how =\"left\")\ntransactions_df.isnull().sum()","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:44:54.829151Z","iopub.execute_input":"2022-03-06T09:44:54.829409Z","iopub.status.idle":"2022-03-06T09:45:38.431563Z","shell.execute_reply.started":"2022-03-06T09:44:54.829378Z","shell.execute_reply":"2022-03-06T09:45:38.430613Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"del cust_sex1","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:45:38.433073Z","iopub.execute_input":"2022-03-06T09:45:38.433346Z","iopub.status.idle":"2022-03-06T09:45:38.438305Z","shell.execute_reply.started":"2022-03-06T09:45:38.433312Z","shell.execute_reply":"2022-03-06T09:45:38.437086Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# 4. Make prediction\n\nSince the target for prediction is 1-week transaction after training period finishes, we may not need to analyze the past transactions, therefore I'll try to use Sep-2020 transactions for prediction.  \n(Update) When the transactions to be used for prediction is changed from \"after 9/1\" to \"after 9/15\", then Public Score was omproved from 0.0074--> 0.0078.\n\n予測するのはトレーニング期間終了後の1週間なので、あまり過去の取引情報を見ても仕方ないと思い、2020年9月に入ってからの取引履歴を予想に使用する。  \n（更新）予想に使用する取引履歴を「9/1以降」から「9/15以降」（トレーニング終了1週間前）に変更すると、Public Scoreは0.0074→0.0078に改善。\n","metadata":{}},{"cell_type":"code","source":"transactions_df = transactions_df.loc[transactions_df.t_dat >= pd.to_datetime('2020-09-15')] # changed from 2020-09-01\ntransactions_df","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:45:38.440056Z","iopub.execute_input":"2022-03-06T09:45:38.440495Z","iopub.status.idle":"2022-03-06T09:45:49.507121Z","shell.execute_reply.started":"2022-03-06T09:45:38.44044Z","shell.execute_reply":"2022-03-06T09:45:49.506076Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Calculate the purchase counts per each age and attribute.  \n\n年齢、属性ごとに各品目の購入数を算出。","metadata":{}},{"cell_type":"code","source":"transactions_df.article_id = ' ' + transactions_df.article_id.astype('str')\ntemp = transactions_df.groupby(['age_id','attribute','article_id'])['customer_id'].agg('count').reset_index()\ntemp.columns = ['age_id','attribute','article_id','count']\ntransactions_df = transactions_df.merge(temp, on=['age_id','attribute','article_id'], how='left')\ntransactions_df","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:45:49.508763Z","iopub.execute_input":"2022-03-06T09:45:49.509461Z","iopub.status.idle":"2022-03-06T09:45:51.30563Z","shell.execute_reply.started":"2022-03-06T09:45:49.509406Z","shell.execute_reply":"2022-03-06T09:45:51.304617Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"transactions_df = transactions_df.sort_values(['count','t_dat'],ascending=False)\ntransactions_df = transactions_df.drop_duplicates(['age_id','attribute','article_id'])\ntransactions_df","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:45:51.30753Z","iopub.execute_input":"2022-03-06T09:45:51.307914Z","iopub.status.idle":"2022-03-06T09:45:53.001452Z","shell.execute_reply.started":"2022-03-06T09:45:51.307862Z","shell.execute_reply":"2022-03-06T09:45:53.000037Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Just FYI, the best item which was most sold in Sep-2020 is the below item,article_id 0915526001. Let's take a quick look.  \nI see, looks very good!!\n\nちなみに、9月に一番売れたのは20・21歳の女性に売れたArticle番号0915526001の品目。ちょっと見てみよう。。。  \nへぇ～、すごく良さそう！","metadata":{}},{"cell_type":"code","source":"def show_images(article_ids, cols=1, rows=-1):\n    if isinstance(article_ids, int) or isinstance(article_ids, str):\n        article_ids = [article_ids]\n    article_count = len(article_ids)\n    if rows < 0: rows = (article_count // cols) + 1\n    plt.figure(figsize=(3 + 3.5 * cols, 3 + 5 * rows))\n    for i in range(article_count):\n        article_id = (\"0\" + str(article_ids[i]))[-10:]\n        plt.subplot(rows, cols, i + 1)\n        plt.axis('off')\n        plt.title(article_id)\n        try:\n            image = Image.open(f\"/kaggle/input/h-and-m-personalized-fashion-recommendations/images/{article_id[:3]}/{article_id}.jpg\")\n            plt.imshow(image)\n        except:\n            pass","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:45:53.00346Z","iopub.execute_input":"2022-03-06T09:45:53.003872Z","iopub.status.idle":"2022-03-06T09:45:53.014115Z","shell.execute_reply.started":"2022-03-06T09:45:53.003819Z","shell.execute_reply":"2022-03-06T09:45:53.01328Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"show_images(\"0915526001\")","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:45:53.015541Z","iopub.execute_input":"2022-03-06T09:45:53.016092Z","iopub.status.idle":"2022-03-06T09:45:53.620688Z","shell.execute_reply.started":"2022-03-06T09:45:53.016038Z","shell.execute_reply":"2022-03-06T09:45:53.619505Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Sum up the items grouped by age_id and attribute, which was already sorted by sold counts above.  \n\n予測用にage_id・attribute毎に上記の売れ筋順アイテムを合体させる。","metadata":{}},{"cell_type":"code","source":"recommend_sex_age = pd.DataFrame(transactions_df.groupby([\"age_id\", \"attribute\"]).article_id.sum().reset_index())\nrecommend_sex_age[\"len\"] = recommend_sex_age[\"article_id\"].apply(lambda x : len(x))\nrecommend_sex_age","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:45:53.622191Z","iopub.execute_input":"2022-03-06T09:45:53.622484Z","iopub.status.idle":"2022-03-06T09:45:54.176902Z","shell.execute_reply.started":"2022-03-06T09:45:53.622448Z","shell.execute_reply":"2022-03-06T09:45:54.17603Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"recommend_sex_age[\"article_id\"] = recommend_sex_age[\"article_id\"].str.strip()\nrecommend_sex_age[\"article_id\"] = recommend_sex_age[\"article_id\"].str[:131]\nrecommend_sex_age = recommend_sex_age.drop([\"len\"], axis =1)","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:45:54.178522Z","iopub.execute_input":"2022-03-06T09:45:54.178788Z","iopub.status.idle":"2022-03-06T09:45:54.189182Z","shell.execute_reply.started":"2022-03-06T09:45:54.178757Z","shell.execute_reply":"2022-03-06T09:45:54.188035Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"submission = pd.read_csv('../input/h-and-m-personalized-fashion-recommendations/sample_submission.csv')\nsubmission = submission[['customer_id']]\nsubmission = pd.merge(submission, customers_df, on = \"customer_id\", how = \"left\")\nsubmission = pd.merge(submission, recommend_sex_age, on = [\"age_id\", \"attribute\"], how=\"left\")\nsubmission = submission.drop([\"age\", \"age_id\", \"attribute\"], axis =1)\nsubmission.columns = (\"customer_id\", \"prediction\")\nsubmission.to_csv(\"submission.csv\",index=False)\nsubmission","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:45:54.190884Z","iopub.execute_input":"2022-03-06T09:45:54.191334Z","iopub.status.idle":"2022-03-06T09:46:14.645918Z","shell.execute_reply.started":"2022-03-06T09:45:54.191294Z","shell.execute_reply":"2022-03-06T09:46:14.645059Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Let's see recommendation for early 30's, just from curiosity.\n\nちなみに、完全に好奇心ですが、30代前半のおススメを見てみる。","metadata":{}},{"cell_type":"code","source":"recommend_sex_age.loc[(recommend_sex_age[\"age_id\"]==7), ]","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:46:14.647361Z","iopub.execute_input":"2022-03-06T09:46:14.647631Z","iopub.status.idle":"2022-03-06T09:46:14.661648Z","shell.execute_reply.started":"2022-03-06T09:46:14.647597Z","shell.execute_reply":"2022-03-06T09:46:14.660419Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Following is the recommended items for early 30's Women.\n\n30代前半女性用のおススメアイテムがこちら","metadata":{}},{"cell_type":"code","source":"show_images(recommend_sex_age.iloc[38, 2].split(), 6)","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:46:14.663286Z","iopub.execute_input":"2022-03-06T09:46:14.663555Z","iopub.status.idle":"2022-03-06T09:46:20.672563Z","shell.execute_reply.started":"2022-03-06T09:46:14.663525Z","shell.execute_reply":"2022-03-06T09:46:20.671124Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Also, below is the recommended items for early 30's Men...ok, I see.\n\n同じく、30代前半男性用のおススメがこちら。まぁ、、納得","metadata":{}},{"cell_type":"code","source":"show_images(recommend_sex_age.iloc[36, 2].split(), 6)","metadata":{"execution":{"iopub.status.busy":"2022-03-06T09:46:20.674418Z","iopub.execute_input":"2022-03-06T09:46:20.675317Z","iopub.status.idle":"2022-03-06T09:46:26.511694Z","shell.execute_reply.started":"2022-03-06T09:46:20.675259Z","shell.execute_reply":"2022-03-06T09:46:26.510527Z"},"trusted":true},"execution_count":null,"outputs":[]}]}