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Antoine JOUBREL 2024-01-01 12:31:02 +00:00
parent 3e60560242
commit 1f20e6ff2c
1 changed files with 31 additions and 64 deletions
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Notebook_AJ.ipynb
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@ -124,7 +124,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 32, "execution_count": 4,
"id": "ba9d04ad-6cc1-4bac-b1a0-44bedfb09763", "id": "ba9d04ad-6cc1-4bac-b1a0-44bedfb09763",
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
@ -148,7 +148,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 34, "execution_count": 5,
"id": "cacaecc1-4d8a-4e20-8cd3-b452cf17db56", "id": "cacaecc1-4d8a-4e20-8cd3-b452cf17db56",
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
@ -161,7 +161,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 35, "execution_count": 6,
"id": "2ec4b583-dc64-43e9-b3ae-6bbaee0bc135", "id": "2ec4b583-dc64-43e9-b3ae-6bbaee0bc135",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
@ -192,28 +192,28 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 26, "execution_count": 7,
"id": "77894273-b3e5-4f29-bd63-9f4df8082b9b", "id": "77894273-b3e5-4f29-bd63-9f4df8082b9b",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
"data": { "data": {
"text/plain": [ "text/plain": [
"0 2021-03-28 18:01:09+02:00\n", "0 2021-03-28 16:01:09+00:00\n",
"1 2021-03-28 18:01:09+02:00\n", "1 2021-03-28 16:01:09+00:00\n",
"2 2021-03-28 18:00:59+02:00\n", "2 2021-03-28 16:00:59+00:00\n",
"3 2021-03-28 18:00:59+02:00\n", "3 2021-03-28 16:00:59+00:00\n",
"4 2021-03-28 18:01:06+02:00\n", "4 2021-03-28 16:01:06+00:00\n",
" ... \n", " ... \n",
"6214803 2023-10-23 11:32:33+02:00\n", "6214803 2023-10-23 09:32:33+00:00\n",
"6214804 2023-10-23 11:32:49+02:00\n", "6214804 2023-10-23 09:32:49+00:00\n",
"6214805 2023-10-23 11:33:28+02:00\n", "6214805 2023-10-23 09:33:28+00:00\n",
"6214806 2023-10-23 11:31:53+02:00\n", "6214806 2023-10-23 09:31:53+00:00\n",
"6214807 2023-10-23 11:33:54+02:00\n", "6214807 2023-10-23 09:33:54+00:00\n",
"Name: sent_at, Length: 6214808, dtype: object" "Name: sent_at, Length: 6214808, dtype: datetime64[ns, UTC]"
] ]
}, },
"execution_count": 26, "execution_count": 7,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
@ -232,7 +232,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 50, "execution_count": 8,
"id": "4223c873-cbd3-46d1-ac96-c9a3b9e97092", "id": "4223c873-cbd3-46d1-ac96-c9a3b9e97092",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
@ -240,7 +240,7 @@
"name": "stderr", "name": "stderr",
"output_type": "stream", "output_type": "stream",
"text": [ "text": [
"/tmp/ipykernel_426/4118060109.py:9: DtypeWarning: Columns (20) have mixed types. Specify dtype option on import or set low_memory=False.\n", "/tmp/ipykernel_1362/4118060109.py:9: DtypeWarning: Columns (20) have mixed types. Specify dtype option on import or set low_memory=False.\n",
" customers_plus_2 = pd.read_csv(file_in, sep=\",\")\n" " customers_plus_2 = pd.read_csv(file_in, sep=\",\")\n"
] ]
} }
@ -259,7 +259,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 39, "execution_count": 10,
"id": "460f853a-68c0-42a7-9877-b83d3aaec813", "id": "460f853a-68c0-42a7-9877-b83d3aaec813",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
@ -280,81 +280,48 @@
" dtype='object')" " dtype='object')"
] ]
}, },
"execution_count": 39, "execution_count": 10,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
], ],
"source": [ "source": [
"customers_plus.columns" "customers_plus_1.columns"
] ]
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 43, "execution_count": null,
"id": "d5a9398f-72fc-4548-9f53-b20b372144b2", "id": "d5a9398f-72fc-4548-9f53-b20b372144b2",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [],
{
"data": {
"text/plain": [
"(151866, 43)"
]
},
"execution_count": 43,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [ "source": [
"customers_plus.shape" "customers_plus_1.shape"
] ]
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 52, "execution_count": null,
"id": "7467ddbe-0bd4-44cc-8a16-84aa41853638", "id": "7467ddbe-0bd4-44cc-8a16-84aa41853638",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [],
{
"data": {
"text/plain": [
"151866"
]
},
"execution_count": 52,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [ "source": [
"customers_plus_1['id'].nunique()" "customers_plus_1['id'].nunique()"
] ]
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 53, "execution_count": null,
"id": "e15f05f8-3a89-4fc3-84a9-dae70e168440", "id": "e15f05f8-3a89-4fc3-84a9-dae70e168440",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [],
{
"data": {
"text/plain": [
"275622"
]
},
"execution_count": 53,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [ "source": [
"customers_plus_2['id'].nunique()" "customers_plus_2['id'].nunique()"
] ]
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 55, "execution_count": null,
"id": "b40a653e-013f-48d0-8b57-0284587b36c5", "id": "b40a653e-013f-48d0-8b57-0284587b36c5",
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
@ -445,7 +412,7 @@
} }
], ],
"source": [ "source": [
"print(customers_plus.isna().mean()*100)" "pd.DataFrame(customers_plus_1.isna().mean()*100)"
] ]
} }
], ],