BDC-team-1/Sport/Modelization/segment_analysis_sport_0_6.ipynb

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{
"cell_type": "markdown",
"id": "c488134e-680f-44e4-8c43-40c246140519",
"metadata": {},
"source": [
"# Analysis of segments and marketing personae associated"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "9a8b8c3a-8e74-49f3-91d1-cccfc057fdcd",
"metadata": {},
"outputs": [],
"source": [
"# importations\n",
"import pandas as pd\n",
"import numpy as np\n",
"import os\n",
"import io\n",
"import s3fs\n",
"import re\n",
"import pickle\n",
"import warnings\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "d553c868-695f-4d57-96d6-d5c6629cefb2",
"metadata": {},
"outputs": [],
"source": [
"def load_model(type_of_activity, model):\n",
" #BUCKET = f\"projet-bdc2324-team1/Output_model/{type_of_activity}/{model}/\"\n",
" BUCKET = f\"projet-bdc2324-team1/2_Output/2_1_Modeling_results/standard/{type_of_activity}/{model}/\"\n",
" filename = model + '.pkl'\n",
" file_path = BUCKET + filename\n",
" with fs.open(file_path, mode=\"rb\") as f:\n",
" model_bytes = f.read()\n",
"\n",
" model = pickle.loads(model_bytes)\n",
" return model\n",
"\n",
"\n",
"def load_test_file(type_of_activity):\n",
" #file_path_test = f\"projet-bdc2324-team1/Generalization/{type_of_activity}/Test_set.csv\"\n",
" file_path_test = f\"projet-bdc2324-team1/1_Temp/1_0_Modelling_Datasets/{type_of_activity}/Test_set.csv\"\n",
" with fs.open(file_path_test, mode=\"rb\") as file_in:\n",
" dataset_test = pd.read_csv(file_in, sep=\",\")\n",
" return dataset_test"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "3af80fea-a937-4ea8-bece-cfeaa89d1055",
"metadata": {},
"outputs": [],
"source": [
"# exec(open('utils_segmentation.py').read())\n",
"warnings.filterwarnings('ignore')\n",
"\n",
"# Create filesystem object\n",
"S3_ENDPOINT_URL = \"https://\" + os.environ[\"AWS_S3_ENDPOINT\"]\n",
"fs = s3fs.S3FileSystem(client_kwargs={'endpoint_url': S3_ENDPOINT_URL})\n",
"\n",
"# choose the type of companies for which you want to run the pipeline\n",
"type_of_activity = \"sport\""
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "cc6af7fa-33b2-4d58-ada4-e2ee7262bab9",
"metadata": {},
"outputs": [],
"source": [
"# load test set\n",
"dataset_test = load_test_file(type_of_activity)\n",
"\n",
"# Load Model \n",
"model = load_model(type_of_activity, 'LogisticRegression_Benchmark')"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "8238ee71-47ec-4621-9813-4b5d2fd03efd",
"metadata": {},
"outputs": [
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"text/plain": [
" customer_id street_id structure_id mcp_contact_id fidelity \\\n",
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"96095 9_135370 76215 NaN 2164740.0 0 \n",
"\n",
" tenant_id is_partner deleted_at is_email_true opt_in ... \\\n",
"0 1771 False NaN True 0 ... \n",
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"96094 1490 False NaN True 1 ... \n",
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"[96096 rows x 87 columns]"
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"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
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],
"source": [
"dataset_test"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "5d0d0c18-8930-4304-84df-d5885ab21b16",
"metadata": {},
"outputs": [],
"source": [
"# added : recup age\n",
"\n",
"def generate_test_set(type_of_comp):\n",
" file_path_list = fs.ls(f\"projet-bdc2324-team1/1_Temp/1_0_Modelling_Datasets/{type_of_comp}/Test_set\")\n",
" test_set = pd.DataFrame()\n",
" for file in file_path_list:\n",
" print(file)\n",
" with fs.open(file, mode=\"rb\") as file_in:\n",
" df = pd.read_csv(file_in, sep=\",\")\n",
" test_set = pd.concat([test_set, df], ignore_index = True)\n",
" return test_set\n",
"\n",
"def generate_train_set(type_of_comp):\n",
" file_path_list = fs.ls(f\"projet-bdc2324-team1/1_Temp/1_0_Modelling_Datasets/{type_of_comp}/Train_set\")\n",
" train_set = pd.DataFrame()\n",
" for file in file_path_list:\n",
" print(file)\n",
" with fs.open(file, mode=\"rb\") as file_in:\n",
" df = pd.read_csv(file_in, sep=\",\")\n",
" train_set = pd.concat([train_set, df], ignore_index = True)\n",
" return train_set\n",
"\n",
"def recup_var(df, activity, var) :\n",
" \n",
" df_test = generate_test_set(activity)\n",
" df_train = generate_train_set(activity)\n",
" df_all = pd.concat([df_train, df_test], ignore_index=True)\n",
"\n",
" df_used = df\n",
" \n",
" df_used = df_used.set_index(\"customer_id\")\n",
" df_used[var] = df_all.set_index(\"customer_id\")[var]\n",
" df_used = df_used.reset_index()\n",
"\n",
" return df_used"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "51843556-d785-4d11-abfa-d4e603b32fe7",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Index(['customer_id', 'street_id', 'structure_id', 'mcp_contact_id',\n",
" 'fidelity', 'tenant_id', 'is_partner', 'deleted_at', 'is_email_true',\n",
" 'opt_in', 'profession', 'last_buying_date', 'max_price', 'ticket_sum',\n",
" 'average_price', 'average_purchase_delay', 'average_price_basket',\n",
" 'average_ticket_basket', 'total_price', 'preferred_category',\n",
" 'preferred_supplier', 'preferred_formula', 'purchase_count',\n",
" 'first_buying_date', 'last_visiting_date', 'zipcode', 'country', 'age',\n",
" 'gender_label', 'gender_female', 'gender_male', 'gender_other',\n",
" 'categorie_age_0_10', 'categorie_age_10_20', 'categorie_age_20_30',\n",
" 'categorie_age_30_40', 'categorie_age_40_50', 'categorie_age_50_60',\n",
" 'categorie_age_60_70', 'categorie_age_70_80', 'categorie_age_plus_80',\n",
" 'categorie_age_inconnue', 'country_fr', 'is_profession_known',\n",
" 'is_zipcode_known', 'nb_campaigns', 'nb_campaigns_opened',\n",
" 'time_to_open', 'taux_ouverture_mail', 'nb_targets', 'target_jeune',\n",
" 'target_optin', 'target_optout', 'target_scolaire', 'target_entreprise',\n",
" 'target_famille', 'target_newsletter', 'target_abonne', 'nb_tickets',\n",
" 'nb_purchases', 'total_amount', 'nb_suppliers', 'achat_internet',\n",
" 'purchase_date_min', 'purchase_date_max', 'time_between_purchase',\n",
" 'nb_purchases_internet', 'prop_purchases_internet', 'purchases_10_2021',\n",
" 'purchases_10_2022', 'purchases_11_2021', 'purchases_12_2021',\n",
" 'purchases_1_2022', 'purchases_2_2022', 'purchases_3_2022',\n",
" 'purchases_4_2022', 'purchases_5_2021', 'purchases_5_2022',\n",
" 'purchases_6_2021', 'purchases_6_2022', 'purchases_7_2021',\n",
" 'purchases_7_2022', 'purchases_8_2021', 'purchases_8_2022',\n",
" 'purchases_9_2021', 'purchases_9_2022', 'y_has_purchased',\n",
" 'has_purchased'],\n",
" dtype='object')"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dataset_test = recup_var(dataset_test, type_of_activity, \"age\")\n",
"dataset_test"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "e4287c1a-eab6-4897-91d6-d21804518dc4",
"metadata": {},
"outputs": [
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" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>customer_id</th>\n",
" <th>street_id</th>\n",
" <th>structure_id</th>\n",
" <th>mcp_contact_id</th>\n",
" <th>fidelity</th>\n",
" <th>tenant_id</th>\n",
" <th>is_partner</th>\n",
" <th>deleted_at</th>\n",
" <th>is_email_true</th>\n",
" <th>opt_in</th>\n",
" <th>...</th>\n",
" <th>purchases_7_2022</th>\n",
" <th>purchases_8_2021</th>\n",
" <th>purchases_8_2022</th>\n",
" <th>purchases_9_2021</th>\n",
" <th>purchases_9_2022</th>\n",
" <th>y_has_purchased</th>\n",
" <th>has_purchased</th>\n",
" <th>has_purchased_estim</th>\n",
" <th>score</th>\n",
" <th>segment</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>5_4317407</td>\n",
" <td>969908</td>\n",
" <td>NaN</td>\n",
" <td>6156473.0</td>\n",
" <td>1</td>\n",
" <td>1771</td>\n",
" <td>False</td>\n",
" <td>NaN</td>\n",
" <td>True</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.366661</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>5_477635</td>\n",
" <td>109121</td>\n",
" <td>NaN</td>\n",
" <td>6213652.0</td>\n",
" <td>2</td>\n",
" <td>1771</td>\n",
" <td>False</td>\n",
" <td>NaN</td>\n",
" <td>True</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.376898</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>5_411639</td>\n",
" <td>92929</td>\n",
" <td>NaN</td>\n",
" <td>6160271.0</td>\n",
" <td>4</td>\n",
" <td>1771</td>\n",
" <td>False</td>\n",
" <td>NaN</td>\n",
" <td>True</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>0.971493</td>\n",
" <td>4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>5_326623</td>\n",
" <td>79862</td>\n",
" <td>NaN</td>\n",
" <td>6140109.0</td>\n",
" <td>1</td>\n",
" <td>1771</td>\n",
" <td>False</td>\n",
" <td>NaN</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.042499</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>5_383915</td>\n",
" <td>85421</td>\n",
" <td>NaN</td>\n",
" <td>6149409.0</td>\n",
" <td>2</td>\n",
" <td>1771</td>\n",
" <td>False</td>\n",
" <td>NaN</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.351686</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96091</th>\n",
" <td>9_91205</td>\n",
" <td>76215</td>\n",
" <td>NaN</td>\n",
" <td>47280.0</td>\n",
" <td>0</td>\n",
" <td>1490</td>\n",
" <td>False</td>\n",
" <td>NaN</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.004917</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96092</th>\n",
" <td>9_369887</td>\n",
" <td>815891</td>\n",
" <td>NaN</td>\n",
" <td>30764537.0</td>\n",
" <td>4</td>\n",
" <td>1490</td>\n",
" <td>False</td>\n",
" <td>NaN</td>\n",
" <td>True</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>1.0</td>\n",
" <td>1.0</td>\n",
" <td>0.797374</td>\n",
" <td>4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96093</th>\n",
" <td>9_1007562</td>\n",
" <td>1</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" <td>1490</td>\n",
" <td>False</td>\n",
" <td>NaN</td>\n",
" <td>True</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.039944</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96094</th>\n",
" <td>9_15037</td>\n",
" <td>12992</td>\n",
" <td>NaN</td>\n",
" <td>2213448.0</td>\n",
" <td>0</td>\n",
" <td>1490</td>\n",
" <td>False</td>\n",
" <td>NaN</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.049646</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96095</th>\n",
" <td>9_135370</td>\n",
" <td>76215</td>\n",
" <td>NaN</td>\n",
" <td>2164740.0</td>\n",
" <td>0</td>\n",
" <td>1490</td>\n",
" <td>False</td>\n",
" <td>NaN</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.007398</td>\n",
" <td>1</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>96096 rows × 91 columns</p>\n",
"</div>"
],
"text/plain": [
" customer_id street_id structure_id mcp_contact_id fidelity \\\n",
"0 5_4317407 969908 NaN 6156473.0 1 \n",
"1 5_477635 109121 NaN 6213652.0 2 \n",
"2 5_411639 92929 NaN 6160271.0 4 \n",
"3 5_326623 79862 NaN 6140109.0 1 \n",
"4 5_383915 85421 NaN 6149409.0 2 \n",
"... ... ... ... ... ... \n",
"96091 9_91205 76215 NaN 47280.0 0 \n",
"96092 9_369887 815891 NaN 30764537.0 4 \n",
"96093 9_1007562 1 NaN NaN 0 \n",
"96094 9_15037 12992 NaN 2213448.0 0 \n",
"96095 9_135370 76215 NaN 2164740.0 0 \n",
"\n",
" tenant_id is_partner deleted_at is_email_true opt_in ... \\\n",
"0 1771 False NaN True 0 ... \n",
"1 1771 False NaN True 0 ... \n",
"2 1771 False NaN True 0 ... \n",
"3 1771 False NaN True 1 ... \n",
"4 1771 False NaN True 1 ... \n",
"... ... ... ... ... ... ... \n",
"96091 1490 False NaN True 1 ... \n",
"96092 1490 False NaN True 0 ... \n",
"96093 1490 False NaN True 0 ... \n",
"96094 1490 False NaN True 1 ... \n",
"96095 1490 False NaN True 1 ... \n",
"\n",
" purchases_7_2022 purchases_8_2021 purchases_8_2022 purchases_9_2021 \\\n",
"0 0.0 0.0 0.0 0.0 \n",
"1 0.0 0.0 0.0 0.0 \n",
"2 0.0 0.0 0.0 0.0 \n",
"3 0.0 0.0 0.0 1.0 \n",
"4 0.0 0.0 0.0 0.0 \n",
"... ... ... ... ... \n",
"96091 0.0 0.0 0.0 0.0 \n",
"96092 0.0 0.0 0.0 0.0 \n",
"96093 0.0 0.0 0.0 0.0 \n",
"96094 0.0 0.0 0.0 0.0 \n",
"96095 0.0 0.0 0.0 0.0 \n",
"\n",
" purchases_9_2022 y_has_purchased has_purchased has_purchased_estim \\\n",
"0 0.0 0.0 0.0 0.0 \n",
"1 0.0 0.0 0.0 0.0 \n",
"2 0.0 0.0 0.0 1.0 \n",
"3 0.0 0.0 0.0 0.0 \n",
"4 0.0 0.0 0.0 0.0 \n",
"... ... ... ... ... \n",
"96091 0.0 0.0 0.0 0.0 \n",
"96092 0.0 1.0 1.0 1.0 \n",
"96093 0.0 0.0 0.0 0.0 \n",
"96094 0.0 0.0 0.0 0.0 \n",
"96095 0.0 0.0 0.0 0.0 \n",
"\n",
" score segment \n",
"0 0.366661 2 \n",
"1 0.376898 2 \n",
"2 0.971493 4 \n",
"3 0.042499 1 \n",
"4 0.351686 2 \n",
"... ... ... \n",
"96091 0.004917 1 \n",
"96092 0.797374 4 \n",
"96093 0.039944 1 \n",
"96094 0.049646 1 \n",
"96095 0.007398 1 \n",
"\n",
"[96096 rows x 91 columns]"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Processing\n",
"\"\"\"\n",
"X_test = dataset_test[['nb_tickets', 'nb_purchases', 'total_amount', 'nb_suppliers', 'vente_internet_max', 'purchase_date_min', 'purchase_date_max', \n",
" 'time_between_purchase', 'nb_tickets_internet', 'is_email_true', 'opt_in', 'age', #'is_partner',\n",
" 'gender_female', 'gender_male', 'gender_other', 'nb_campaigns', 'nb_campaigns_opened', 'country_fr']]\n",
"\"\"\"\n",
"\"\"\"\n",
"X_test = dataset_test[['nb_tickets', 'nb_purchases', 'total_amount', 'nb_suppliers', 'purchase_date_min', 'purchase_date_max', \n",
" 'time_between_purchase', 'is_email_true', 'opt_in', 'age', #'is_partner',\n",
" 'gender_female', 'gender_male', 'gender_other', 'nb_campaigns', 'nb_campaigns_opened', 'country_fr']]\n",
"\"\"\"\n",
"\n",
"y_test = dataset_test[['y_has_purchased']]\n",
"\n",
"\n",
"# X_test_segment = X_test\n",
"X_test_segment = dataset_test\n",
"\n",
"# X_test_segment.insert(X_test.shape[1], \"country_fr\", dataset_test[\"country_fr\"])\n",
"\n",
"# add y_has_purchased to X_test\n",
"X_test_segment[\"has_purchased\"] = y_test\n",
"\n",
"# Add prediction and probability to dataset_test\n",
"# y_pred = model.predict(X_test)\n",
"y_pred = model.predict(dataset_test)\n",
"\n",
"X_test_segment[\"has_purchased_estim\"] = y_pred\n",
"\n",
"#y_pred_prob = model.predict_proba(X_test)[:, 1]\n",
"y_pred_prob = model.predict_proba(dataset_test)[:, 1]\n",
"\n",
"X_test_segment['score'] = y_pred_prob\n",
"\n",
"X_test_segment[\"segment\"] = np.where(X_test_segment['score']<0.25, '1',\n",
" np.where(X_test_segment['score']<0.5, '2',\n",
" np.where(X_test_segment['score']<0.75, '3', '4')))\n",
"\n",
"X_test_segment"
]
},
{
"cell_type": "code",
"execution_count": 56,
"id": "d0d3e25f-3f0d-40ca-adb6-6f87e24edc8f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Index(['customer_id', 'street_id', 'structure_id', 'mcp_contact_id',\n",
" 'fidelity', 'tenant_id', 'is_partner', 'deleted_at', 'is_email_true',\n",
" 'opt_in', 'profession', 'last_buying_date', 'max_price', 'ticket_sum',\n",
" 'average_price', 'average_purchase_delay', 'average_price_basket',\n",
" 'average_ticket_basket', 'total_price', 'preferred_category',\n",
" 'preferred_supplier', 'preferred_formula', 'purchase_count',\n",
" 'first_buying_date', 'last_visiting_date', 'zipcode', 'country', 'age',\n",
" 'gender_label', 'gender_female', 'gender_male', 'gender_other',\n",
" 'categorie_age_0_10', 'categorie_age_10_20', 'categorie_age_20_30',\n",
" 'categorie_age_30_40', 'categorie_age_40_50', 'categorie_age_50_60',\n",
" 'categorie_age_60_70', 'categorie_age_70_80', 'categorie_age_plus_80',\n",
" 'categorie_age_inconnue', 'country_fr', 'is_profession_known',\n",
" 'is_zipcode_known', 'nb_campaigns', 'nb_campaigns_opened',\n",
" 'time_to_open', 'taux_ouverture_mail', 'nb_targets', 'target_jeune',\n",
" 'target_optin', 'target_optout', 'target_scolaire', 'target_entreprise',\n",
" 'target_famille', 'target_newsletter', 'target_abonne', 'nb_tickets',\n",
" 'nb_purchases', 'total_amount', 'nb_suppliers', 'achat_internet',\n",
" 'purchase_date_min', 'purchase_date_max', 'time_between_purchase',\n",
" 'nb_purchases_internet', 'prop_purchases_internet', 'purchases_10_2021',\n",
" 'purchases_10_2022', 'purchases_11_2021', 'purchases_12_2021',\n",
" 'purchases_1_2022', 'purchases_2_2022', 'purchases_3_2022',\n",
" 'purchases_4_2022', 'purchases_5_2021', 'purchases_5_2022',\n",
" 'purchases_6_2021', 'purchases_6_2022', 'purchases_7_2021',\n",
" 'purchases_7_2022', 'purchases_8_2021', 'purchases_8_2022',\n",
" 'purchases_9_2021', 'purchases_9_2022', 'y_has_purchased',\n",
" 'has_purchased', 'has_purchased_estim', 'score', 'segment',\n",
" 'share_campaigns_opened'],\n",
" dtype='object')"
]
},
"execution_count": 56,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dataset_test.columns"
]
},
{
"cell_type": "markdown",
"id": "9058c3b2-8fa2-4322-a57b-395da4033eaf",
"metadata": {},
"source": [
"## 1. Business KPIs"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "3067d919-50c9-49e9-b0a6-b676a5dbae56",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>nb_tickets</th>\n",
" <th>nb_purchases</th>\n",
" <th>total_amount</th>\n",
" <th>nb_purchases_internet</th>\n",
" </tr>\n",
" <tr>\n",
" <th>segment</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>34667.0</td>\n",
" <td>14116.0</td>\n",
" <td>6.772701e+05</td>\n",
" <td>5836.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>36994.0</td>\n",
" <td>16853.0</td>\n",
" <td>1.215306e+06</td>\n",
" <td>10363.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>40121.0</td>\n",
" <td>17157.0</td>\n",
" <td>1.059581e+06</td>\n",
" <td>10628.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>413816.0</td>\n",
" <td>101811.0</td>\n",
" <td>1.751393e+07</td>\n",
" <td>34378.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" nb_tickets nb_purchases total_amount nb_purchases_internet\n",
"segment \n",
"1 34667.0 14116.0 6.772701e+05 5836.0\n",
"2 36994.0 16853.0 1.215306e+06 10363.0\n",
"3 40121.0 17157.0 1.059581e+06 10628.0\n",
"4 413816.0 101811.0 1.751393e+07 34378.0"
]
},
"execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# business figures\n",
"X_test_segment.groupby(\"segment\")[[\"nb_tickets\", \"nb_purchases\", \"total_amount\",\n",
" \"nb_purchases_internet\"]].sum()"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "5b1acd28-b346-45b1-8da2-b79ca7f4fa96",
"metadata": {},
"outputs": [],
"source": [
"def df_business_fig(df, segment, list_var) :\n",
" df_business_kpi = df.groupby(segment)[list_var].sum().reset_index()\n",
" df_business_kpi.insert(1, \"size\", df.groupby(segment).size().values)\n",
" all_var = [\"size\"] + list_var\n",
" df_business_kpi[all_var] = 100 * df_business_kpi[all_var] / df_business_kpi[all_var].sum()\n",
"\n",
" return df_business_kpi"
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "bd63d787-3ef8-4f23-9069-e9b16b4a0de8",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>segment</th>\n",
" <th>size</th>\n",
" <th>nb_tickets</th>\n",
" <th>nb_purchases</th>\n",
" <th>total_amount</th>\n",
" <th>nb_campaigns</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>57.890027</td>\n",
" <td>6.595725</td>\n",
" <td>9.414621</td>\n",
" <td>3.309231</td>\n",
" <td>56.178807</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td>17.360764</td>\n",
" <td>7.038459</td>\n",
" <td>11.240054</td>\n",
" <td>5.938147</td>\n",
" <td>13.839223</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3</td>\n",
" <td>10.909923</td>\n",
" <td>7.633400</td>\n",
" <td>11.442806</td>\n",
" <td>5.177254</td>\n",
" <td>10.487089</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4</td>\n",
" <td>13.839286</td>\n",
" <td>78.732415</td>\n",
" <td>67.902519</td>\n",
" <td>85.575368</td>\n",
" <td>19.494881</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" segment size nb_tickets nb_purchases total_amount nb_campaigns\n",
"0 1 57.890027 6.595725 9.414621 3.309231 56.178807\n",
"1 2 17.360764 7.038459 11.240054 5.938147 13.839223\n",
"2 3 10.909923 7.633400 11.442806 5.177254 10.487089\n",
"3 4 13.839286 78.732415 67.902519 85.575368 19.494881"
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"business_var = [\"nb_tickets\", \"nb_purchases\", \"total_amount\", \"nb_campaigns\"]\n",
"X_test_business_fig = df_business_fig(X_test_segment, \"segment\",\n",
" business_var)\n",
"X_test_business_fig"
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "d2f618b6-c984-4790-bd8f-29c7d01c6707",
"metadata": {},
"outputs": [],
"source": [
"def hist_segment_business_KPIs(df, segment, size, nb_tickets, nb_purchases, total_amount, nb_campaigns) :\n",
" \n",
" plt.figure()\n",
"\n",
" df_plot = df[[segment, size, nb_tickets, nb_purchases, total_amount, nb_campaigns]]\n",
" \n",
" x = [\"number of\\ncustomers\", \"number of\\ntickets\", \"number of\\npurchases\", \"total\\namount\", \n",
" \"number of\\ncampaigns\"]\n",
"\n",
" # liste_var = [size, nb_tickets, nb_purchases, total_amount]\n",
" \n",
" bottom = np.zeros(5)\n",
" \n",
" # Définir une palette de couleurs\n",
" colors = plt.cm.Blues(np.linspace(0.1, 0.9, 4))\n",
" \n",
" for i in range(4) :\n",
" # print(str(df_plot[segment][i]))\n",
" # segment = df_plot[segment][i]\n",
" height = list(df_plot.loc[i,size:].values)\n",
" \n",
" plt.bar(x=x, height=height, label = str(df_plot[segment][i]), bottom=bottom, color=colors[i])\n",
" \n",
" bottom+=height\n",
"\n",
" # Ajuster les marges\n",
" plt.subplots_adjust(left = 0.125, right = 0.8, bottom = 0.1, top = 0.9)\n",
" \n",
" plt.legend(title = \"segment\", loc = \"upper right\", bbox_to_anchor=(1.2, 1))\n",
" plt.ylabel(\"Fraction represented by the segment (%)\")\n",
" plt.title(f\"Relative weight of each segment regarding business KPIs\\nfor {type_of_activity} companies\", size=12)\n",
" # plt.title(\"test\")\n",
" # plt.show()\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 35,
"id": "14b6ae5c-d704-4f5d-9f9b-5646e29ea470",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"hist_segment_business_KPIs(X_test_business_fig, \"segment\", \"size\", *business_var)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "f358fba3-f778-4414-bf55-c830be647ddd",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'projet-bdc2324-team1/Output_marketing_personae_analysis/sport/segments_business_KPIs_sport.csv'"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"activity = \"sport\"\n",
"PATH = f\"projet-bdc2324-team1/Output_marketing_personae_analysis/{activity}/\"\n",
"\n",
"file_name = \"segments_business_KPIs_\" + activity\n",
"FILE_PATH_OUT_S3 = PATH + file_name + \".csv\"\n",
"\n",
"FILE_PATH_OUT_S3"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "3eee7b59-f658-402d-95b2-fa051188fd10",
"metadata": {},
"outputs": [],
"source": [
"def save_file_s3_mp(File_name, type_of_activity):\n",
" image_buffer = io.BytesIO()\n",
" plt.savefig(image_buffer, format='png')\n",
" image_buffer.seek(0)\n",
" PATH = f\"projet-bdc2324-team1/Output_marketing_personae_analysis/{type_of_activity}/\"\n",
" FILE_PATH_OUT_S3 = PATH + File_name + type_of_activity + '.png'\n",
" with fs.open(FILE_PATH_OUT_S3, 'wb') as s3_file:\n",
" s3_file.write(image_buffer.read())\n",
" plt.close()"
]
},
{
"cell_type": "code",
"execution_count": 94,
"id": "1790cb81-3304-41f1-a371-d8c926d32906",
"metadata": {},
"outputs": [],
"source": [
"# save to Minio\n",
"\n",
"activity = \"sport\"\n",
"PATH = f\"projet-bdc2324-team1/Output_marketing_personae_analysis/{activity}/\"\n",
"\n",
"file_name = \"segments_business_KPI_\" + activity\n",
"# file_name = \"segments_business_KPIs_\" + activity\n",
"FILE_PATH_OUT_S3 = PATH + file_name + \".png\"\n",
"\n",
"hist_segment_business_KPIs(X_test_business_fig, \"segment\", \"size\", \"nb_tickets\", \n",
" \"nb_purchases\", \"total_amount\", \"nb_campaigns\")\n",
"\n",
"image_buffer = io.BytesIO()\n",
"plt.savefig(image_buffer, format='png', dpi=110)\n",
"image_buffer.seek(0)\n",
"\n",
"with fs.open(FILE_PATH_OUT_S3, 'wb') as s3_file:\n",
" s3_file.write(image_buffer.read())\n",
"plt.close()"
]
},
{
"cell_type": "code",
"execution_count": 91,
"id": "cbf2cc62-1144-48c6-90d8-e12c8e510e02",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"hist_segment_business_KPIs(X_test_business_fig, \"segment\", \"size\", \"nb_tickets\", \n",
" \"nb_purchases\", \"total_amount\", \"nb_campaigns\")"
]
},
{
"cell_type": "code",
"execution_count": 93,
"id": "7a42523d-f80f-488b-ad8f-39dd793cddd6",
"metadata": {},
"outputs": [],
"source": [
"# with function\n",
"\n",
"# activity = \"sport\"\n",
"\n",
"hist_segment_business_KPIs(X_test_business_fig, \"segment\", \"size\", \"nb_tickets\", \n",
" \"nb_purchases\", \"total_amount\", \"nb_campaigns\")\n",
"\n",
"save_file_s3_mp(File_name = \"segments_business_KPIs_\", type_of_activity = type_of_activity)"
]
},
{
"cell_type": "markdown",
"id": "53d24165-6b98-4b66-9ad8-7514564689d8",
"metadata": {},
"source": [
"## 2. Spider plot summarizing sociodemographic characteristics and purchasing behaviour"
]
},
{
"cell_type": "code",
"execution_count": 41,
"id": "beb31e4b-a01b-4312-879a-fe5757ea061f",
"metadata": {},
"outputs": [],
"source": [
"def df_segment_mp(df, segment, gender_female, gender_male, gender_other, country_fr, age) :\n",
" df_mp = df.groupby(segment)[[gender_female, gender_male, gender_other, country_fr, age]].mean().reset_index()\n",
" # df_mp.insert(3, \"share_known_gender\", df_mp[gender_female]+df_mp[gender_male])\n",
" df_mp.insert(4, \"share_of_women\", df_mp[gender_female]/(df_mp[gender_female]+df_mp[gender_male]))\n",
" return df_mp"
]
},
{
"cell_type": "code",
"execution_count": 40,
"id": "267ebaee-eaef-4720-8ca9-e40c0cf125df",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>segment</th>\n",
" <th>gender_female</th>\n",
" <th>gender_male</th>\n",
" <th>gender_other</th>\n",
" <th>share_of_women</th>\n",
" <th>country_fr</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>0.234460</td>\n",
" <td>0.419216</td>\n",
" <td>0.346324</td>\n",
" <td>0.358679</td>\n",
" <td>0.511056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td>0.295031</td>\n",
" <td>0.539591</td>\n",
" <td>0.165378</td>\n",
" <td>0.353490</td>\n",
" <td>0.726962</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3</td>\n",
" <td>0.232354</td>\n",
" <td>0.583174</td>\n",
" <td>0.184472</td>\n",
" <td>0.284912</td>\n",
" <td>0.633363</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4</td>\n",
" <td>0.200692</td>\n",
" <td>0.674637</td>\n",
" <td>0.124671</td>\n",
" <td>0.229276</td>\n",
" <td>0.678772</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" segment gender_female gender_male gender_other share_of_women \\\n",
"0 1 0.234460 0.419216 0.346324 0.358679 \n",
"1 2 0.295031 0.539591 0.165378 0.353490 \n",
"2 3 0.232354 0.583174 0.184472 0.284912 \n",
"3 4 0.200692 0.674637 0.124671 0.229276 \n",
"\n",
" country_fr \n",
"0 0.511056 \n",
"1 0.726962 \n",
"2 0.633363 \n",
"3 0.678772 "
]
},
"execution_count": 40,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# description of marketing personae\n",
"\n",
"X_test_segment_mp = X_test_segment.groupby(\"segment\")[['gender_female', 'gender_male', 'gender_other', 'country_fr']].mean().reset_index()\n",
"# X_test_segment_mp.insert(3, \"share_known_gender\", X_test_segment_mp[\"gender_female\"]+X_test_segment_mp[\"gender_male\"])\n",
"X_test_segment_mp.insert(4, \"share_of_women\", X_test_segment_mp[\"gender_female\"]/(X_test_segment_mp[\"gender_female\"]+X_test_segment_mp[\"gender_male\"]))\n",
"X_test_segment_mp"
]
},
{
"cell_type": "code",
"execution_count": 44,
"id": "5f908232-b0fe-4707-a8c5-5cadb7d8653f",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>segment</th>\n",
" <th>gender_female</th>\n",
" <th>gender_male</th>\n",
" <th>gender_other</th>\n",
" <th>share_of_women</th>\n",
" <th>country_fr</th>\n",
" <th>age</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>0.234460</td>\n",
" <td>0.419216</td>\n",
" <td>0.346324</td>\n",
" <td>0.358679</td>\n",
" <td>0.511056</td>\n",
" <td>40.652136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td>0.295031</td>\n",
" <td>0.539591</td>\n",
" <td>0.165378</td>\n",
" <td>0.353490</td>\n",
" <td>0.726962</td>\n",
" <td>36.204792</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3</td>\n",
" <td>0.232354</td>\n",
" <td>0.583174</td>\n",
" <td>0.184472</td>\n",
" <td>0.284912</td>\n",
" <td>0.633363</td>\n",
" <td>37.533425</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4</td>\n",
" <td>0.200692</td>\n",
" <td>0.674637</td>\n",
" <td>0.124671</td>\n",
" <td>0.229276</td>\n",
" <td>0.678772</td>\n",
" <td>39.665371</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" segment gender_female gender_male gender_other share_of_women \\\n",
"0 1 0.234460 0.419216 0.346324 0.358679 \n",
"1 2 0.295031 0.539591 0.165378 0.353490 \n",
"2 3 0.232354 0.583174 0.184472 0.284912 \n",
"3 4 0.200692 0.674637 0.124671 0.229276 \n",
"\n",
" country_fr age \n",
"0 0.511056 40.652136 \n",
"1 0.726962 36.204792 \n",
"2 0.633363 37.533425 \n",
"3 0.678772 39.665371 "
]
},
"execution_count": 44,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"X_test_segment_mp = df_segment_mp(X_test_segment, \"segment\", \"gender_female\", \n",
" \"gender_male\", \"gender_other\", \"country_fr\", \"age\")\n",
"X_test_segment_mp"
]
},
{
"cell_type": "code",
"execution_count": 46,
"id": "910876fe-e6df-4f8d-9978-5d6fdd893ac0",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>segment</th>\n",
" <th>prop_purchases_internet</th>\n",
" <th>share_campaigns_opened</th>\n",
" <th>opt_in</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>0.090439</td>\n",
" <td>0.141985</td>\n",
" <td>0.587075</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td>0.502232</td>\n",
" <td>0.271623</td>\n",
" <td>0.111611</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3</td>\n",
" <td>0.681753</td>\n",
" <td>0.299255</td>\n",
" <td>0.122377</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4</td>\n",
" <td>0.528249</td>\n",
" <td>0.349811</td>\n",
" <td>0.178660</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" segment prop_purchases_internet share_campaigns_opened opt_in\n",
"0 1 0.090439 0.141985 0.587075\n",
"1 2 0.502232 0.271623 0.111611\n",
"2 3 0.681753 0.299255 0.122377\n",
"3 4 0.528249 0.349811 0.178660"
]
},
"execution_count": 46,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# purchasing behaviour\n",
"\n",
"# X_test_segment[\"share_tickets_internet\"] = X_test_segment[\"nb_tickets_internet\"]/X_test_segment[\"nb_tickets\"]\n",
"X_test_segment[\"share_campaigns_opened\"] = X_test_segment[\"nb_campaigns_opened\"]/X_test_segment[\"nb_campaigns\"]\n",
"X_test_segment_pb = X_test_segment.groupby(\"segment\")[[\"prop_purchases_internet\", \"share_campaigns_opened\", \"opt_in\"]].mean().reset_index()\n",
"X_test_segment_pb"
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "8d3ab073-040c-4480-bd44-33fc88626707",
"metadata": {},
"outputs": [],
"source": [
"def df_segment_pb (df, segment, nb_tickets_internet, nb_tickets, nb_campaigns_opened, nb_campaigns, opt_in,\n",
" time_to_open) :\n",
" df_used = df\n",
" df_used[\"share_tickets_internet\"] = df_used[nb_tickets_internet]/df_used[nb_tickets]\n",
" df_used[\"share_campaigns_opened\"] = df_used[nb_campaigns_opened]/df_used[nb_campaigns]\n",
" df_pb = df_used.groupby(segment)[[\"share_tickets_internet\", \"share_campaigns_opened\", \n",
" opt_in, time_to_open]].mean().reset_index()\n",
" df_pb[\"time_to_open_med\"] = df_used.groupby(segment)[[time_to_open]].apply(lambda x: x.dropna().median()).values\n",
" return df_pb"
]
},
{
"cell_type": "code",
"execution_count": 35,
"id": "33a11ddf-b410-4cf1-9e6b-645de6dad604",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Durée totale en heures : 49.65333333333333\n"
]
}
],
"source": [
"# add : variable time to open\n",
"\n",
"from datetime import timedelta\n",
"\n",
"def str_duration_to_hours(duration_str):\n",
" parts = duration_str.split()\n",
" days = int(parts[0]) if len(parts) > 1 else 0\n",
" time_parts = parts[-1].split(':')\n",
" hours = int(time_parts[0])\n",
" minutes = int(time_parts[1])\n",
" seconds = int(time_parts[2].split('.')[0])\n",
" total_hours = days * 24 + hours + minutes / 60 + seconds / 3600\n",
" return total_hours\n",
"\n",
"# Exemple d'utilisation :\n",
"duration_str = '2 days 01:39:12.750000'\n",
"\n",
"hours = str_duration_to_hours(duration_str)\n",
"print(\"Durée totale en heures :\", hours)\n"
]
},
{
"cell_type": "code",
"execution_count": 36,
"id": "4760743c-1032-452a-85fa-63d1447a742c",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"segment\n",
"1 6.418056\n",
"2 8.031389\n",
"3 13.037500\n",
"4 15.197500\n",
"Name: time_to_open, dtype: float64"
]
},
"execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# def of the variable time_to_open\n",
"\n",
"X_test_segment[\"time_to_open\"] = dataset_test[\"time_to_open\"].apply(lambda x : np.nan if pd.isna(x) else str_duration_to_hours(x))\n",
"X_test_segment.groupby(\"segment\")[\"time_to_open\"].median()"
]
},
{
"cell_type": "code",
"execution_count": 37,
"id": "0cb8f47a-bf0f-4285-b2ff-d90de394c787",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>segment</th>\n",
" <th>share_tickets_internet</th>\n",
" <th>share_campaigns_opened</th>\n",
" <th>opt_in</th>\n",
" <th>time_to_open</th>\n",
" <th>time_to_open_med</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>0.527270</td>\n",
" <td>0.136565</td>\n",
" <td>0.730064</td>\n",
" <td>56.785498</td>\n",
" <td>6.418056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td>0.629648</td>\n",
" <td>0.194240</td>\n",
" <td>0.275860</td>\n",
" <td>56.349272</td>\n",
" <td>8.031389</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3</td>\n",
" <td>0.654488</td>\n",
" <td>0.292206</td>\n",
" <td>0.054260</td>\n",
" <td>57.847390</td>\n",
" <td>13.037500</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4</td>\n",
" <td>0.606618</td>\n",
" <td>0.370733</td>\n",
" <td>0.127051</td>\n",
" <td>57.567684</td>\n",
" <td>15.197500</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" segment share_tickets_internet share_campaigns_opened opt_in \\\n",
"0 1 0.527270 0.136565 0.730064 \n",
"1 2 0.629648 0.194240 0.275860 \n",
"2 3 0.654488 0.292206 0.054260 \n",
"3 4 0.606618 0.370733 0.127051 \n",
"\n",
" time_to_open time_to_open_med \n",
"0 56.785498 6.418056 \n",
"1 56.349272 8.031389 \n",
"2 57.847390 13.037500 \n",
"3 57.567684 15.197500 "
]
},
"execution_count": 37,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"X_test_segment_pb = df_segment_pb(X_test_segment, \"segment\", \"nb_tickets_internet\", \"nb_tickets\", \n",
" \"nb_campaigns_opened\", \"nb_campaigns\", \"opt_in\", \"time_to_open\")\n",
"X_test_segment_pb"
]
},
{
"cell_type": "code",
"execution_count": 49,
"id": "ba2884e3-004a-4554-ab82-6d477dcc4869",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>segment</th>\n",
" <th>prop_purchases_internet</th>\n",
" <th>share_campaigns_opened</th>\n",
" <th>opt_in</th>\n",
" <th>share_of_women</th>\n",
" <th>age</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>0.090439</td>\n",
" <td>0.141985</td>\n",
" <td>0.587075</td>\n",
" <td>0.358679</td>\n",
" <td>40.652136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td>0.502232</td>\n",
" <td>0.271623</td>\n",
" <td>0.111611</td>\n",
" <td>0.353490</td>\n",
" <td>36.204792</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3</td>\n",
" <td>0.681753</td>\n",
" <td>0.299255</td>\n",
" <td>0.122377</td>\n",
" <td>0.284912</td>\n",
" <td>37.533425</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4</td>\n",
" <td>0.528249</td>\n",
" <td>0.349811</td>\n",
" <td>0.178660</td>\n",
" <td>0.229276</td>\n",
" <td>39.665371</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" segment prop_purchases_internet share_campaigns_opened opt_in \\\n",
"0 1 0.090439 0.141985 0.587075 \n",
"1 2 0.502232 0.271623 0.111611 \n",
"2 3 0.681753 0.299255 0.122377 \n",
"3 4 0.528249 0.349811 0.178660 \n",
"\n",
" share_of_women age \n",
"0 0.358679 40.652136 \n",
"1 0.353490 36.204792 \n",
"2 0.284912 37.533425 \n",
"3 0.229276 39.665371 "
]
},
"execution_count": 49,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#X_test_segment_caract = pd.concat([X_test_segment_pb.drop(\"time_to_open\", axis=1), X_test_segment_mp[['share_known_gender', 'share_of_women', 'country_fr', 'age']]], axis=1)\n",
"X_test_segment_caract = pd.concat([X_test_segment_pb, X_test_segment_mp[[ 'share_of_women', 'age']]], axis=1)\n",
"X_test_segment_caract"
]
},
{
"cell_type": "code",
"execution_count": 216,
"id": "23a37e9b-bb29-4122-85cb-cc15cc344ee2",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"share_tickets_internet 0.654488\n",
"share_campaigns_opened 0.370733\n",
"opt_in 0.730064\n",
"time_to_open_med 15.197500\n",
"share_known_gender 0.903085\n",
"share_of_women 0.571869\n",
"country_fr 0.805862\n",
"dtype: float64"
]
},
"execution_count": 216,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"X_test_segment_caract.loc[:,\"share_tickets_internet\":].max()"
]
},
{
"cell_type": "code",
"execution_count": 50,
"id": "0809e2ae-3487-4b24-8f60-741c683cb9af",
"metadata": {},
"outputs": [],
"source": [
"# def d'une fonction associée - KEEP THIS !!!\n",
"\n",
"def radar_mp_plot(df, categories, index, var_not_perc) :\n",
" categories = categories\n",
"\n",
" # true values are used to print the true value in parenthesis\n",
" tvalues = list(df.loc[index,categories]) \n",
"\n",
" max_values = df[categories].max()\n",
"\n",
" # values are true values / max among the 4 segments, allows to \n",
" # put values in relation with the values for other segments\n",
" # if the point has a maximal abscisse it means that value is maximal for the segment considered\n",
" # , event if not equal to 1\n",
" \n",
" values = list(df.loc[index,categories]/max_values)\n",
" \n",
" # values normalized are used to adjust the value around the circle\n",
" # for instance if the maximum of values is equal to 0.8, we want the point to be \n",
" # at 8/10th of the circle radius, not at the edge \n",
" values_normalized = [ max(values) * elt for elt in values]\n",
"\n",
" # Nb of categories\n",
" num_categories = len(categories)\n",
" \n",
" angles = np.linspace(0, 2 * np.pi, num_categories, endpoint=False).tolist()\n",
" \n",
" # Initialize graphic\n",
" fig, ax = plt.subplots(figsize=(6, 6), subplot_kw=dict(polar=True))\n",
" \n",
" # we have to draw first a transparent line (alpha=0) of values to adjust the radius of the circle\n",
" # which is based on max(value)\n",
" ax.plot(angles + angles[:1], values + values[:1], color='skyblue', alpha=0, linewidth=1.5)\n",
" ax.plot(angles + angles[:1], values_normalized + values_normalized[:1], color='black', alpha = 0.5, linewidth=1.2)\n",
" \n",
" # fill the sector\n",
" ax.fill(angles, values_normalized, color='orange', alpha=0.4)\n",
" \n",
" # labels\n",
" ax.set_yticklabels([])\n",
" ax.set_xticks(angles)\n",
"\n",
" # define tick labels\n",
" values_printed = [str(round(tvalues[i],2)) if categories[i] in var_not_perc else f\"{round(100 * tvalues[i],2)}%\" for i in range(len(categories))]\n",
" # ticks = [categories[i].replace(\"_\",\" \") + f\"\\n({round(100 * tvalues[i],2)}%)\" for i in range(len(categories))]\n",
" ticks = [categories[i].replace(\"_\",\" \") + f\"\\n({values_printed[i]})\" for i in range(len(categories))]\n",
"\n",
" ax.set_xticklabels(ticks, color=\"black\")\n",
" \n",
" ax.spines['polar'].set_visible(False)\n",
" \n",
" plt.title(f'Characteristics of the segment {index+1}\\n')\n",
" \n",
" # plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 229,
"id": "2fe80072-90d1-4e17-b8a7-ddc3e3be1b12",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['60.66%', '37.07%', '12.71%', '15.2', '20.82%', '63.9%']"
]
},
"execution_count": 229,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"var_not_perc = [\"time_to_open_med\", \"age\"]\n",
"\n",
"tvalues = list(X_test_segment_caract.loc[3,categories]) \n",
"\n",
"values_printed = [str(round(tvalues[i],2)) if categories[i] in var_not_perc else f\"{round(100 * tvalues[i],2)}%\" for i in range(len(categories))]\n",
"values_printed"
]
},
{
"cell_type": "code",
"execution_count": 41,
"id": "cd3cb227-28b2-461e-a921-cff721c356e6",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['share_tickets_internet',\n",
" 'share_campaigns_opened',\n",
" 'opt_in',\n",
" 'time_to_open_med',\n",
" 'share_of_women',\n",
" 'country_fr',\n",
" 'age']"
]
},
"execution_count": 41,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"list(X_test_segment_caract.drop([\"segment\", \"share_known_gender\"], axis=1).columns)\n"
]
},
{
"cell_type": "code",
"execution_count": 52,
"id": "9a550db7-ddd7-4d6f-bf98-cf0b2ea35d91",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>segment</th>\n",
" <th>prop_purchases_internet</th>\n",
" <th>share_campaigns_opened</th>\n",
" <th>opt_in</th>\n",
" <th>share_of_women</th>\n",
" <th>age</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>0.090439</td>\n",
" <td>0.141985</td>\n",
" <td>0.587075</td>\n",
" <td>0.358679</td>\n",
" <td>40.652136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td>0.502232</td>\n",
" <td>0.271623</td>\n",
" <td>0.111611</td>\n",
" <td>0.353490</td>\n",
" <td>36.204792</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3</td>\n",
" <td>0.681753</td>\n",
" <td>0.299255</td>\n",
" <td>0.122377</td>\n",
" <td>0.284912</td>\n",
" <td>37.533425</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4</td>\n",
" <td>0.528249</td>\n",
" <td>0.349811</td>\n",
" <td>0.178660</td>\n",
" <td>0.229276</td>\n",
" <td>39.665371</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" segment prop_purchases_internet share_campaigns_opened opt_in \\\n",
"0 1 0.090439 0.141985 0.587075 \n",
"1 2 0.502232 0.271623 0.111611 \n",
"2 3 0.681753 0.299255 0.122377 \n",
"3 4 0.528249 0.349811 0.178660 \n",
"\n",
" share_of_women age \n",
"0 0.358679 40.652136 \n",
"1 0.353490 36.204792 \n",
"2 0.284912 37.533425 \n",
"3 0.229276 39.665371 "
]
},
"execution_count": 52,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"X_test_segment_caract"
]
},
{
"cell_type": "code",
"execution_count": 53,
"id": "56cb026b-857f-42eb-baed-0ebdf5aee447",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 600x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"var_not_perc = [\"age\"]\n",
"\n",
"categories = list(X_test_segment_caract.drop([\"segment\"], axis=1).columns)\n",
"#for i in range(4) :\n",
"# radar_mp_plot(df=X_test_segment_caract, categories=categories, index=i)\n",
"radar_mp_plot(df=X_test_segment_caract, categories=categories, index=3, var_not_perc=var_not_perc)"
]
},
{
"cell_type": "code",
"execution_count": 739,
"id": "5b3c4bac-396e-4117-a7d9-f39a3d8f95b4",
"metadata": {},
"outputs": [
{
"ename": "SyntaxError",
"evalue": "invalid syntax (4005960846.py, line 6)",
"output_type": "error",
"traceback": [
"\u001b[0;36m Cell \u001b[0;32mIn[739], line 6\u001b[0;36m\u001b[0m\n\u001b[0;31m file_name = \"spider_chart_\" + activity + \"_sgt_\" str(index)\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
]
}
],
"source": [
"# export to MinIo\n",
"\n",
"activity = \"sport\"\n",
"PATH = f\"projet-bdc2324-team1/Output_marketing_personae_analysis/{activity}/\"\n",
"\n",
"file_name = \"spider_chart_\" + activity + \"_sgt_\" + str(index)\n",
"FILE_PATH_OUT_S3 = PATH + file_name + \".csv\"\n",
"\n",
"\n",
"radar_mp_plot(df=X_test_segment_caract, categories=categories, index=3)\n",
"\n",
"image_buffer = io.BytesIO()\n",
"plt.savefig(image_buffer, format='png')\n",
"image_buffer.seek(0)\n",
"\n",
"with fs.open(FILE_PATH_OUT_S3, 'wb') as s3_file:\n",
" s3_file.write(image_buffer.read())\n",
"plt.close()"
]
},
{
"cell_type": "code",
"execution_count": 740,
"id": "276de9a5-d506-4c11-a7c2-a23ebbc59fe5",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'projet-bdc2324-team1/Output_marketing_personae_analysis/sport/spider_chart_sport_sgt_3.csv'"
]
},
"execution_count": 740,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"activity = \"sport\"\n",
"PATH = f\"projet-bdc2324-team1/Output_marketing_personae_analysis/{activity}/\"\n",
"\n",
"file_name = \"spider_chart_\" + activity + \"_sgt_\" + str(index)\n",
"FILE_PATH_OUT_S3 = PATH + file_name + \".csv\"\n",
"FILE_PATH_OUT_S3"
]
},
{
"cell_type": "code",
"execution_count": 57,
"id": "80e47dbc-3efd-4857-8055-876b308cbcb5",
"metadata": {},
"outputs": [],
"source": [
"# general function to have the 4 radars in one plot\n",
"\n",
"def radar_mp_plot_all(df, categories, var_not_perc) :\n",
" \n",
" nb_segments = df.shape[0]\n",
" categories = categories\n",
"\n",
" # Initialize graphic\n",
" fig, ax = plt.subplots(2,2, figsize=(20, 21), subplot_kw=dict(polar=True))\n",
" \n",
" for index in range(nb_segments) :\n",
" row = index // 2 # Division entière pour obtenir le numéro de ligne\n",
" col = index % 2 \n",
" \n",
" # df = X_test_segment_caract\n",
" \n",
" # true values are used to print the true value in parenthesis\n",
" tvalues = list(df.loc[index,categories]) \n",
" \n",
" max_values = df[categories].max()\n",
" \n",
" # values are true values / max among the 4 segments, allows to \n",
" # put values in relation with the values for other segments\n",
" # if the point has a maximal abscisse it means that value is maximal for the segment considered\n",
" # , event if not equal to 1\n",
" \n",
" values = list(df.loc[index,categories]/max_values)\n",
" \n",
" # values normalized are used to adjust the value around the circle\n",
" # for instance if the maximum of values is equal to 0.8, we want the point to be \n",
" # at 8/10th of the circle radius, not at the edge \n",
" values_normalized = [ max(values) * elt for elt in values]\n",
" \n",
" # Nb of categories\n",
" num_categories = len(categories)\n",
"\n",
" angles = np.linspace(0, 2 * np.pi, num_categories, endpoint=False).tolist()\n",
" \n",
" # we have to draw first a transparent line (alpha=0) of values to adjust the radius of the circle\n",
" # which is based on max(value)\n",
" ax[row, col].plot(angles + angles[:1], values + values[:1], color='skyblue', alpha=0, linewidth=1.5)\n",
" ax[row, col].plot(angles + angles[:1], values_normalized + values_normalized[:1], color='black', alpha = 0.5, linewidth=1.2)\n",
" \n",
" # fill the sector\n",
" ax[row, col].fill(angles, values_normalized, color='orange', alpha=0.4, label = index)\n",
" \n",
" # labels\n",
" ax[row, col].set_yticklabels([])\n",
" ax[row, col].set_xticks(angles)\n",
" \n",
" # define the ticks\n",
" values_printed = [str(round(tvalues[i],2)) if categories[i] in var_not_perc else f\"{round(100 * tvalues[i],2)}%\" for i in range(len(categories))]\n",
"\n",
" # ticks = [categories[i].replace(\"_\",\" \") + f\"\\n({round(100 * tvalues[i],2)}%)\" for i in range(len(categories))]\n",
" ticks = [categories[i].replace(\"_\",\" \") + f\"\\n({values_printed[i]})\" for i in range(len(categories))]\n",
" ax[row, col].set_xticklabels(ticks, color=\"black\", size = 20)\n",
" \n",
" ax[row, col].spines['polar'].set_visible(False)\n",
" \n",
" # plt.title(f'Characteristics of the segment {index+1}\\n')\n",
" ax[row, col].set_title(f'Segment {index+1}\\n', size = 24)\n",
" \n",
" fig.suptitle(f\"Characteristics of marketing personae of {type_of_activity} companies\", size=32)\n",
"\n",
" plt.tight_layout()\n",
"\n",
" # plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 45,
"id": "67d9a15b-bd93-4e63-a193-e9760d710906",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>segment</th>\n",
" <th>share_tickets_internet</th>\n",
" <th>share_campaigns_opened</th>\n",
" <th>opt_in</th>\n",
" <th>time_to_open_med</th>\n",
" <th>share_known_gender</th>\n",
" <th>share_of_women</th>\n",
" <th>country_fr</th>\n",
" <th>age</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>0.527270</td>\n",
" <td>0.136565</td>\n",
" <td>0.730064</td>\n",
" <td>6.418056</td>\n",
" <td>0.523129</td>\n",
" <td>0.571869</td>\n",
" <td>0.339959</td>\n",
" <td>41.298584</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td>0.629648</td>\n",
" <td>0.194240</td>\n",
" <td>0.275860</td>\n",
" <td>8.031389</td>\n",
" <td>0.855391</td>\n",
" <td>0.182710</td>\n",
" <td>0.805862</td>\n",
" <td>39.293163</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3</td>\n",
" <td>0.654488</td>\n",
" <td>0.292206</td>\n",
" <td>0.054260</td>\n",
" <td>13.037500</td>\n",
" <td>0.903085</td>\n",
" <td>0.323075</td>\n",
" <td>0.701258</td>\n",
" <td>35.176503</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4</td>\n",
" <td>0.606618</td>\n",
" <td>0.370733</td>\n",
" <td>0.127051</td>\n",
" <td>15.197500</td>\n",
" <td>0.864373</td>\n",
" <td>0.208231</td>\n",
" <td>0.638972</td>\n",
" <td>41.320841</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" segment share_tickets_internet share_campaigns_opened opt_in \\\n",
"0 1 0.527270 0.136565 0.730064 \n",
"1 2 0.629648 0.194240 0.275860 \n",
"2 3 0.654488 0.292206 0.054260 \n",
"3 4 0.606618 0.370733 0.127051 \n",
"\n",
" time_to_open_med share_known_gender share_of_women country_fr age \n",
"0 6.418056 0.523129 0.571869 0.339959 41.298584 \n",
"1 8.031389 0.855391 0.182710 0.805862 39.293163 \n",
"2 13.037500 0.903085 0.323075 0.701258 35.176503 \n",
"3 15.197500 0.864373 0.208231 0.638972 41.320841 "
]
},
"execution_count": 45,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"X_test_segment_caract"
]
},
{
"cell_type": "code",
"execution_count": 58,
"id": "edf76688-1b7e-469e-873f-4884d551be66",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 2000x2100 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"categories = list(X_test_segment_caract.drop([\"segment\"], axis=1).columns)\n",
"var_not_perc = [\"age\"]\n",
"radar_mp_plot_all(df=X_test_segment_caract, categories=categories, var_not_perc=var_not_perc)"
]
},
{
"cell_type": "code",
"execution_count": 97,
"id": "c48136d1-c980-4f74-a69f-ed4304c83188",
"metadata": {},
"outputs": [],
"source": [
"# export to MinIo\n",
"\n",
"# activity = \"sport\"\n",
"# PATH = f\"projet-bdc2324-team1/Output_marketing_personae_analysis/{activity}/\"\n",
"\n",
"file_name = \"spider_chart_all_\" + activity\n",
"FILE_PATH_OUT_S3 = PATH + file_name + \".png\"\n",
"\n",
"radar_mp_plot_all(df=X_test_segment_caract, categories=categories)\n",
"\n",
"image_buffer = io.BytesIO()\n",
"plt.savefig(image_buffer, format='png', dpi=110)\n",
"image_buffer.seek(0)\n",
"\n",
"with fs.open(FILE_PATH_OUT_S3, 'wb') as s3_file:\n",
" s3_file.write(image_buffer.read())\n",
"plt.close()"
]
},
{
"cell_type": "code",
"execution_count": 69,
"id": "6e2bb9c7-e97e-424d-991b-d44ef2684c60",
"metadata": {},
"outputs": [],
"source": [
"def radar_mp_plot_all(df, type_of_activity) :\n",
" \n",
" # table summarizing variables relative to marketing personae\n",
" df_mp = df.groupby(\"segment\")[[\"gender_female\", \"gender_male\", \"gender_other\", \"age\"]].mean().reset_index()\n",
" #df_mp.insert(3, \"share_known_gender\", df_mp[\"gender_female\"]+df_mp[\"gender_male\"])\n",
" df_mp.insert(4, \"share_of_women\", df_mp[\"gender_female\"]/(df_mp[\"gender_female\"]+df_mp[\"gender_male\"]))\n",
"\n",
" # table relative to purchasing behaviour\n",
" df_pb = df.groupby(\"segment\")[[\"prop_purchases_internet\", \"taux_ouverture_mail\", \"opt_in\"]].mean().reset_index()\n",
"\n",
" # concatenation of tables to prepare the plot\n",
" df_used = pd.concat([df_pb, df_mp[[ 'share_of_women', 'age']]], axis=1)\n",
"\n",
" # visualization\n",
" nb_segments = df_used.shape[0]\n",
" categories = list(df_used.drop(\"segment\", axis=1).columns)\n",
"\n",
" var_not_perc = [\"age\"]\n",
"\n",
" # Initialize graphic\n",
" fig, ax = plt.subplots(2,2, figsize=(20, 20), subplot_kw=dict(polar=True))\n",
" \n",
" for index in range(nb_segments) :\n",
" row = index // 2 # Division entière pour obtenir le numéro de ligne\n",
" col = index % 2 \n",
" \n",
" # true values are used to print the true value in parenthesis\n",
" tvalues = list(df_used.loc[index,categories]) \n",
" \n",
" max_values = df_used[categories].max()\n",
" \n",
" # values are true values / max among the 4 segments, allows to \n",
" # put values in relation with the values for other segments\n",
" # if the point has a maximal abscisse it means that value is maximal for the segment considered\n",
" # , event if not equal to 1\n",
"\n",
" values = list(df_used.loc[index,categories]/max_values)\n",
" \n",
" # values normalized are used to adjust the value around the circle\n",
" # for instance if the maximum of values is equal to 0.8, we want the point to be \n",
" # at 8/10th of the circle radius, not at the edge \n",
" values_normalized = [ max(values) * elt for elt in values]\n",
" \n",
" # Nb of categories\n",
" num_categories = len(categories)\n",
" \n",
" angles = np.linspace(0, 2 * np.pi, num_categories, endpoint=False).tolist()\n",
" \n",
" # we have to draw first a transparent line (alpha=0) of values to adjust the radius of the circle\n",
" # which is based on max(value)\n",
" ax[row, col].plot(angles + angles[:1], values + values[:1], color='skyblue', alpha=0, linewidth=1.5)\n",
" ax[row, col].plot(angles + angles[:1], values_normalized + values_normalized[:1], color='black', alpha = 0.5,\n",
" linewidth=1.2)\n",
" \n",
" # fill the sector\n",
" ax[row, col].fill(angles, values_normalized, color='orange', alpha=0.4, label = index)\n",
" \n",
" # labels\n",
" ax[row, col].set_yticklabels([])\n",
" ax[row, col].set_xticks(angles)\n",
"\n",
" # define the ticks\n",
" values_printed = [round(tvalues[i],2) if categories[i] in var_not_perc else f\"{round(100 * tvalues[i],2)}%\" for i in range(len(categories))] \n",
" print(values_printed)\n",
" ticks = [categories[i].replace(\"_\",\" \") + f\"\\n({values_printed[i]})\" for i in range(len(categories))]\n",
" ax[row, col].set_xticklabels(ticks, color=\"black\", size = 20)\n",
"\n",
" ax[row, col].spines['polar'].set_visible(False)\n",
" \n",
" ax[row, col].set_title(f'Segment {index+1}\\n', size = 24)\n",
" \n",
" fig.suptitle(f\"Characteristics of marketing personae of {type_of_activity} companies\", size=32)\n",
"\n",
" plt.tight_layout()\n",
" # plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 70,
"id": "3f1318b0-0177-47ef-9b72-3dc6c1f47a60",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['9.04%', '12.82%', '58.71%', '35.87%', 40.65]\n",
"['50.22%', '19.06%', '11.16%', '35.35%', 36.2]\n",
"['68.18%', '19.45%', '12.24%', '28.49%', 37.53]\n",
"['52.82%', '20.28%', '17.87%', '22.93%', 39.67]\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 2000x2000 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"radar_mp_plot_all(X_test_segment, type_of_activity)"
]
},
{
"cell_type": "markdown",
"id": "a2395680-69fe-4247-8deb-22f8ee15830b",
"metadata": {},
"source": [
"## --- end of the main part --- here are just some attempts --- ##"
]
},
{
"cell_type": "code",
"execution_count": 489,
"id": "7d9a2aca-d28d-43b3-9b72-5913b20c4f04",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 600x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"colors = plt.cm.Blues(np.linspace(0.1, 0.9, 4)) \n",
"colors = [\"blue\", \"green\", \"orange\", \"red\"]\n",
"\n",
"# Initialisez le graphique en étoile\n",
"fig, ax = plt.subplots(figsize=(6, 6), subplot_kw=dict(polar=True))\n",
"\n",
"for i in range(4) :\n",
"\n",
" # Caractéristiques et valeurs associées (exemple)\n",
" categories = ['share_known_gender', 'share_of_women', 'country_fr']\n",
" values = list(X_test_segment_mp.loc[i,categories]) # Exemple de valeurs, ajustez selon vos données\n",
" \n",
" values_normalized = [ max(values) * elt for elt in values]\n",
" \n",
" # Nombre de caractéristiques\n",
" num_categories = len(categories)\n",
" \n",
" # Créer un angle pour chaque axe\n",
" angles = np.linspace(0, 2 * np.pi, num_categories, endpoint=False).tolist()\n",
" \n",
" \n",
" # Tracer uniquement le contour du polygone\n",
" ax.plot(angles + angles[:1], values + values[:1], color='skyblue', alpha=0, linewidth=1.5)\n",
" # ax.plot(angles + angles[:1], values_normalized + values_normalized[:1], color='blue', alpha = 0.3, linewidth=1.5)\n",
" \n",
" # Remplir le secteur central avec une couleur\n",
" ax.fill(angles, values_normalized, color=colors[i], alpha=0.2, label = str(i+1))\n",
"\n",
"# Étiqueter les axes\n",
"ax.set_yticklabels([])\n",
"ax.set_xticks(angles)\n",
"ax.set_xticklabels(categories)\n",
"ax.legend()\n",
"\n",
"# Titre du graphique\n",
"plt.title('Résumé des caractéristiques')\n",
"\n",
"# Afficher le graphique\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 301,
"id": "96aa9ff5-c1ed-49eb-8fb7-2319ac0c40be",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 600x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# KEEP THIS CODE !!\n",
"\n",
"# Caractéristiques et valeurs associées (exemple)\n",
"categories = ['Force', 'Vitesse', 'Agilité', 'Précision', 'Endurance']\n",
"values = [8, 7, 6, 9, 7] # Exemple de valeurs, ajustez selon vos données\n",
"\n",
"# Plage de valeurs maximales pour chaque caractéristique\n",
"max_range = [20, 20, 20, 20, 20]\n",
"\n",
"values_normalized = [2 * max(values) * x / y for x, y in zip(values, max_range)]\n",
"\n",
"# Nombre de caractéristiques\n",
"num_categories = len(categories)\n",
"\n",
"# Créer un angle pour chaque axe\n",
"angles = np.linspace(0, 2 * np.pi, num_categories, endpoint=False).tolist()\n",
"\n",
"# Initialisez le graphique en étoile\n",
"fig, ax = plt.subplots(figsize=(6, 6), subplot_kw=dict(polar=True))\n",
"\n",
"# Tracer uniquement le contour du polygone\n",
"ax.plot(angles + angles[:1], values + values[:1], color='skyblue', alpha=0, linewidth=1.5)\n",
"ax.plot(angles + angles[:1], values_normalized + values_normalized[:1], color='blue', linewidth=1.5)\n",
"\n",
"# Remplir le secteur central avec une couleur\n",
"ax.fill(angles, values_normalized, color='skyblue', alpha=0.4)\n",
"\n",
"# Étiqueter les axes\n",
"ax.set_yticklabels([])\n",
"ax.set_xticks(angles)\n",
"ax.set_xticklabels(categories)\n",
"\n",
"# Titre du graphique\n",
"plt.title('Résumé des caractéristiques')\n",
"\n",
"# Afficher le graphique\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": 149,
"id": "adb7ccb3-7dea-4347-9298-37311a2f1fb1",
"metadata": {},
"outputs": [],
"source": [
"def radar_chart(values, categories, segment) :\n",
" # Caractéristiques et valeurs associées (exemple)\n",
" categories = categories\n",
" values = values # Exemple de valeurs, ajustez selon vos données\n",
" \n",
" # Nombre de caractéristiques\n",
" num_categories = len(categories)\n",
" \n",
" # Créer un angle pour chaque axe\n",
" angles = np.linspace(0, 2 * np.pi, num_categories, endpoint=False).tolist()\n",
" \n",
" # Répéter le premier angle pour fermer la figure\n",
" values += values[:1]\n",
" angles += angles[:1]\n",
" \n",
" # Initialisez le graphique en étoile\n",
" fig, ax = plt.subplots(figsize=(6, 6), subplot_kw=dict(polar=True))\n",
" \n",
" # Tracer les lignes radiales\n",
" ax.fill(angles, values, color='skyblue', alpha=0.4)\n",
" \n",
" # Tracer les points sur les axes radiaux\n",
" ax.plot(angles, values, color='blue', linewidth=2, linestyle='solid')\n",
"\n",
" # Afficher les valeurs associées sous les noms de variables\n",
" \"\"\"\n",
" for i, angle in enumerate(angles[:-1]):\n",
" x = angle\n",
" y = values[i] + 0.2 # Ajustez la distance des valeurs par rapport au centre\n",
" plt.text(x, y, str(values[i]), color='black', ha='center', fontsize=10)\n",
" \"\"\"\n",
" \n",
" # Remplir le secteur central avec une couleur\n",
" # ax.fill(angles, values, color='skyblue', alpha=0.4)\n",
"\n",
" \n",
" # Étiqueter les axes\n",
" ax.set_yticklabels([])\n",
" #ax.set_xticks(angles[:-1])\n",
" #ax.set_xticklabels(categories, # fontsize=12, ha='right', rotation=45\n",
" # )\n",
" # ax.set_xticklabels(categories, fontsize=10, color='black', ha='right')\n",
"\n",
" labels = [f\"{category} = {round(100 *value,2)}%\" for category, value in zip(categories, values[:-1])]\n",
" ax.set_xticks(angles[:-1])\n",
" ax.set_xticklabels(labels, fontsize=10, color='black', ha='right')\n",
" \n",
" # Titre du graphique\n",
" plt.title(f'Caracteristics of segment {segment}')\n",
" \n",
" # Afficher le graphique\n",
" plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": 150,
"id": "8793fb51-812c-4500-b252-2e2d61d6ff48",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 600x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"categories= [\"share_known_gender\",\"share_of_women\",\"country_fr\"]\n",
"radar_chart(values=X_test_segment_mp.loc[0,categories].values.tolist(), categories= categories,\n",
" segment = \"1\")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.6"
}
},
"nbformat": 4,
"nbformat_minor": 5
}