diff --git "a/datacreation.ipynb" "b/datacreation.ipynb" new file mode 100644--- /dev/null +++ "b/datacreation.ipynb" @@ -0,0 +1,6919 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "4ba6aba8" + }, + "source": [ + "# 🤖 **NETFLIX SUCCESS ADVIS- DATA CREATION**\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "f48c8f8c", + "outputId": "7e9f2ece-400f-42b7-e2f8-85d546d6ef78" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Requirement already satisfied: beautifulsoup4 in /usr/local/lib/python3.12/dist-packages (4.13.5)\n", + "Requirement already satisfied: pandas in /usr/local/lib/python3.12/dist-packages (2.2.2)\n", + "Requirement already satisfied: matplotlib in /usr/local/lib/python3.12/dist-packages (3.10.0)\n", + "Requirement already satisfied: seaborn in /usr/local/lib/python3.12/dist-packages (0.13.2)\n", + "Requirement already satisfied: numpy in /usr/local/lib/python3.12/dist-packages (2.0.2)\n", + "Requirement already satisfied: textblob in /usr/local/lib/python3.12/dist-packages (0.19.0)\n", + "Requirement already satisfied: soupsieve>1.2 in /usr/local/lib/python3.12/dist-packages (from beautifulsoup4) (2.8.3)\n", + "Requirement already satisfied: typing-extensions>=4.0.0 in /usr/local/lib/python3.12/dist-packages (from beautifulsoup4) (4.15.0)\n", + "Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.12/dist-packages (from pandas) (2.9.0.post0)\n", + "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.12/dist-packages (from pandas) (2025.2)\n", + "Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.12/dist-packages (from pandas) (2025.3)\n", + "Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.12/dist-packages (from matplotlib) (1.3.3)\n", + "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.12/dist-packages (from matplotlib) (0.12.1)\n", + "Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.12/dist-packages (from matplotlib) (4.62.1)\n", + "Requirement already satisfied: kiwisolver>=1.3.1 in /usr/local/lib/python3.12/dist-packages (from matplotlib) (1.5.0)\n", + "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.12/dist-packages (from matplotlib) (26.0)\n", + "Requirement already satisfied: pillow>=8 in /usr/local/lib/python3.12/dist-packages (from matplotlib) (11.3.0)\n", + "Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.12/dist-packages (from matplotlib) (3.3.2)\n", + "Requirement already satisfied: nltk>=3.9 in /usr/local/lib/python3.12/dist-packages (from textblob) (3.9.1)\n", + "Requirement already satisfied: click in /usr/local/lib/python3.12/dist-packages (from nltk>=3.9->textblob) (8.3.1)\n", + "Requirement already satisfied: joblib in /usr/local/lib/python3.12/dist-packages (from nltk>=3.9->textblob) (1.5.3)\n", + "Requirement already satisfied: regex>=2021.8.3 in /usr/local/lib/python3.12/dist-packages (from nltk>=3.9->textblob) (2025.11.3)\n", + "Requirement already satisfied: tqdm in /usr/local/lib/python3.12/dist-packages (from nltk>=3.9->textblob) (4.67.3)\n", + "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.12/dist-packages (from python-dateutil>=2.8.2->pandas) (1.17.0)\n" + ] + } + ], + "source": [ + "!pip install beautifulsoup4 pandas matplotlib seaborn numpy textblob" + ] + }, + { + "cell_type": "code", + "source": [ + "import os\n", + "import zipfile\n", + "\n", + "# Unzip netflix_titles.csv.zip if it exists\n", + "if 'netflix_titles.csv.zip' in os.listdir():\n", + " with zipfile.ZipFile('netflix_titles.csv.zip', 'r') as zip_ref:\n", + " zip_ref.extractall('.')\n", + "\n", + "os.listdir()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "-aucokj8IJih", + "outputId": "04e56b0c-0a7f-43db-8a25-e5145b1c44f3" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "['.config',\n", + " 'synthetic_netflix_reviews.csv',\n", + " 'netflix_title_level_features.csv',\n", + " '.ipynb_checkpoints',\n", + " 'netflix_monthly_views_series.csv',\n", + " 'netflix_titles.csv.zip',\n", + " 'netflix_titles.csv',\n", + " 'synthetic_views_data.csv',\n", + " 'sample_data']" + ] + }, + "metadata": {}, + "execution_count": 29 + } + ] + }, + { + "cell_type": "code", + "source": [ + "import pandas as pd\n", + "\n", + "df = pd.read_csv(\n", + " \"netflix_titles.csv\",\n", + " encoding=\"latin1\",\n", + " engine=\"python\",\n", + " sep=None,\n", + " on_bad_lines=\"skip\"\n", + ")\n", + "\n", + "df.columns = [str(c).strip().lower() for c in df.columns]\n", + "\n", + "print(\"Columns found:\")\n", + "print(df.columns.tolist())\n", + "\n", + "required_cols = [\"title\", \"type\", \"release_year\", \"rating\", \"listed_in\", \"description\"]\n", + "missing_cols = [c for c in required_cols if c not in df.columns]\n", + "\n", + "if missing_cols:\n", + " raise ValueError(f\"Missing expected columns: {missing_cols}\")\n", + "\n", + "df = df[[\"title\", \"type\", \"release_year\", \"rating\", \"listed_in\", \"description\"]]\n", + "df.columns = [\"title\", \"type\", \"release_year\", \"rating\", \"genre\", \"description\"]\n", + "df = df.dropna()\n", + "\n", + "df.head()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 293 + }, + "id": "r1TfHWsSISxL", + "outputId": "af4fe370-2df6-4a40-84a9-a72d309bf5d9" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " title type release_year rating \\\n", + "0 Dick Johnson Is Dead Movie 2020 PG-13 \n", + "1 Blood & Water TV Show 2021 TV-MA \n", + "2 Ganglands TV Show 2021 TV-MA \n", + "3 Jailbirds New Orleans TV Show 2021 TV-MA \n", + "4 Kota Factory TV Show 2021 TV-MA \n", + "\n", + " genre \\\n", + "0 Documentaries \n", + "1 International TV Shows, TV Dramas, TV Mysteries \n", + "2 Crime TV Shows, International TV Shows, TV Act... \n", + "3 Docuseries, Reality TV \n", + "4 International TV Shows, Romantic TV Shows, TV ... \n", + "\n", + " description \n", + "0 As her father nears the end of his life, filmm... \n", + "1 After crossing paths at a party, a Cape Town t... \n", + "2 To protect his family from a powerful drug lor... \n", + "3 Feuds, flirtations and toilet talk go down amo... \n", + "4 In a city of coaching centers known to train I... " + ], + "text/html": [ + "\n", + "
\n", + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
titletyperelease_yearratinggenredescription
0Dick Johnson Is DeadMovie2020PG-13DocumentariesAs her father nears the end of his life, filmm...
1Blood & WaterTV Show2021TV-MAInternational TV Shows, TV Dramas, TV MysteriesAfter crossing paths at a party, a Cape Town t...
2GanglandsTV Show2021TV-MACrime TV Shows, International TV Shows, TV Act...To protect his family from a powerful drug lor...
3Jailbirds New OrleansTV Show2021TV-MADocuseries, Reality TVFeuds, flirtations and toilet talk go down amo...
4Kota FactoryTV Show2021TV-MAInternational TV Shows, Romantic TV Shows, TV ...In a city of coaching centers known to train I...
\n", + "
\n", + "
\n", + "\n", + "
\n", + " \n", + "\n", + " \n", + "\n", + " \n", + "
\n", + "\n", + "\n", + "
\n", + "
\n" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "dataframe", + "variable_name": "df", + "summary": "{\n \"name\": \"df\",\n \"rows\": 8803,\n \"fields\": [\n {\n \"column\": \"title\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 8803,\n \"samples\": [\n \"The Circle\",\n \"The Old Thieves: The Legend of Artegios\",\n \"One Last Shot\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"type\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 2,\n \"samples\": [\n \"TV Show\",\n \"Movie\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"release_year\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 8,\n \"min\": 1925,\n \"max\": 2021,\n \"num_unique_values\": 74,\n \"samples\": [\n 1996,\n 1969\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"rating\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 17,\n \"samples\": [\n \"PG-13\",\n \"TV-MA\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"genre\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 514,\n \"samples\": [\n \"Crime TV Shows, International TV Shows, TV Mysteries\",\n \"Children & Family Movies, Classic Movies, Dramas\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"description\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 8771,\n \"samples\": [\n \"CIA desk jockey Jack Ryan plunges into the heart of international terrorism after spoiling an assassination attempt on a British royal family member.\",\n \"Jamie Foxx, David Alan Grier and more from the cast of the family comedy discuss the show, humiliating family moments, bad BBQ dishes and sitcom openings.\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}" + } + }, + "metadata": {}, + "execution_count": 30 + } + ] + }, + { + "cell_type": "code", + "source": [ + "import numpy as np\n", + "import random\n", + "\n", + "random.seed(2025)\n", + "np.random.seed(2025)\n", + "\n", + "# 1) Synthetic completion rate\n", + "df['completion_rate'] = np.random.uniform(0.30, 0.95, len(df))\n", + "\n", + "# 2) Synthetic monthly subscription-driven interest\n", + "df['engagement_score'] = (\n", + " df['completion_rate'] * 100\n", + " + np.random.normal(0, 10, len(df))\n", + ")\n", + "\n", + "# Keep scores in a nice range\n", + "df['engagement_score'] = df['engagement_score'].clip(0, 100)\n", + "\n", + "df[['title', 'completion_rate', 'engagement_score']].head()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 206 + }, + "id": "SREdz4rLI5qH", + "outputId": "30d2bb9d-5bc0-490c-f51c-94a4a211c2f5" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " title completion_rate engagement_score\n", + "0 Dick Johnson Is Dead 0.388067 32.086519\n", + "1 Blood & Water 0.877104 90.903477\n", + "2 Ganglands 0.906194 90.602326\n", + "3 Jailbirds New Orleans 0.589619 28.480085\n", + "4 Kota Factory 0.552353 41.599908" + ], + "text/html": [ + "\n", + "
\n", + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
titlecompletion_rateengagement_score
0Dick Johnson Is Dead0.38806732.086519
1Blood & Water0.87710490.903477
2Ganglands0.90619490.602326
3Jailbirds New Orleans0.58961928.480085
4Kota Factory0.55235341.599908
\n", + "
\n", + "
\n", + "\n", + "
\n", + " \n", + "\n", + " \n", + "\n", + " \n", + "
\n", + "\n", + "\n", + "
\n", + "
\n" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "dataframe", + "summary": "{\n \"name\": \"df[['title', 'completion_rate', 'engagement_score']]\",\n \"rows\": 5,\n \"fields\": [\n {\n \"column\": \"title\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 5,\n \"samples\": [\n \"Blood & Water\",\n \"Kota Factory\",\n \"Ganglands\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"completion_rate\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.22259739891454353,\n \"min\": 0.38806730639067516,\n \"max\": 0.9061936659262264,\n \"num_unique_values\": 5,\n \"samples\": [\n 0.8771036067747455,\n 0.5523531049740886,\n 0.9061936659262264\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"engagement_score\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 31.422282938391763,\n \"min\": 28.480085071107542,\n \"max\": 90.90347683936146,\n \"num_unique_values\": 5,\n \"samples\": [\n 90.90347683936146,\n 41.59990771746558,\n 90.60232619766025\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}" + } + }, + "metadata": {}, + "execution_count": 31 + } + ] + }, + { + "cell_type": "code", + "source": [ + "def get_sentiment(engagement):\n", + " if engagement > 75:\n", + " return \"positive\"\n", + " elif engagement > 55:\n", + " return \"neutral\"\n", + " else:\n", + " return \"negative\"\n", + "\n", + "df[\"sentiment_label\"] = df[\"engagement_score\"].apply(get_sentiment)\n", + "\n", + "df[['title', 'engagement_score', 'sentiment_label']].head()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 206 + }, + "id": "I-71cEIAI-Ws", + "outputId": "8da5e2ea-ba25-482b-f5e9-2a0837196259" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " title engagement_score sentiment_label\n", + "0 Dick Johnson Is Dead 32.086519 negative\n", + "1 Blood & Water 90.903477 positive\n", + "2 Ganglands 90.602326 positive\n", + "3 Jailbirds New Orleans 28.480085 negative\n", + "4 Kota Factory 41.599908 negative" + ], + "text/html": [ + "\n", + "
\n", + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
titleengagement_scoresentiment_label
0Dick Johnson Is Dead32.086519negative
1Blood & Water90.903477positive
2Ganglands90.602326positive
3Jailbirds New Orleans28.480085negative
4Kota Factory41.599908negative
\n", + "
\n", + "
\n", + "\n", + "
\n", + " \n", + "\n", + " \n", + "\n", + " \n", + "
\n", + "\n", + "\n", + "
\n", + "
\n" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "dataframe", + "summary": "{\n \"name\": \"df[['title', 'engagement_score', 'sentiment_label']]\",\n \"rows\": 5,\n \"fields\": [\n {\n \"column\": \"title\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 5,\n \"samples\": [\n \"Blood & Water\",\n \"Kota Factory\",\n \"Ganglands\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"engagement_score\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 31.422282938391763,\n \"min\": 28.480085071107542,\n \"max\": 90.90347683936146,\n \"num_unique_values\": 5,\n \"samples\": [\n 90.90347683936146,\n 41.59990771746558,\n 90.60232619766025\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"sentiment_label\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 2,\n \"samples\": [\n \"positive\",\n \"negative\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}" + } + }, + "metadata": {}, + "execution_count": 32 + } + ] + }, + { + "cell_type": "code", + "source": [ + "def classify_success(row):\n", + " if row['engagement_score'] > 80:\n", + " return 'High'\n", + " elif row['engagement_score'] > 60:\n", + " return 'Medium'\n", + " else:\n", + " return 'Low'\n", + "\n", + "df['success_label'] = df.apply(classify_success, axis=1)\n", + "\n", + "df['success_label'].value_counts()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 210 + }, + "id": "pa1us0N3JAoV", + "outputId": "5fce9db5-e413-4f0f-8107-e84cca61195c" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "success_label\n", + "Low 4032\n", + "Medium 2713\n", + "High 2058\n", + "Name: count, dtype: int64" + ], + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
count
success_label
Low4032
Medium2713
High2058
\n", + "

" + ] + }, + "metadata": {}, + "execution_count": 33 + } + ] + }, + { + "cell_type": "code", + "source": [ + "from datetime import datetime\n", + "\n", + "def generate_view_profile(sentiment):\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "\n", + " if sentiment == \"positive\":\n", + " base = random.randint(1000000, 3000000)\n", + " trend = np.linspace(base, base + random.randint(200000, 800000), len(months))\n", + " elif sentiment == \"negative\":\n", + " base = random.randint(100000, 500000)\n", + " trend = np.linspace(base, base - random.randint(50000, 200000), len(months))\n", + " else:\n", + " base = random.randint(500000, 1500000)\n", + " trend = np.full(len(months), base)\n", + "\n", + " noise = np.random.normal(0, 200000, len(months))\n", + " monthly_views = np.clip(trend + noise, a_min=0, a_max=None).astype(int)\n", + "\n", + " return list(zip(months.strftime(\"%Y-%m\"), monthly_views))" + ], + "metadata": { + "id": "3F4OeTJcJEbl" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "view_data = []\n", + "\n", + "for _, row in df.iterrows():\n", + " records = generate_view_profile(row[\"sentiment_label\"])\n", + " for month, views in records:\n", + " view_data.append({\n", + " \"title\": row[\"title\"],\n", + " \"month\": month,\n", + " \"views\": views,\n", + " \"sentiment_label\": row[\"sentiment_label\"]\n", + " })\n", + "\n", + "df_views = pd.DataFrame(view_data)\n", + "df_views.to_csv(\"synthetic_views_data.csv\", index=False)\n", + "\n", + "df_views.head()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "sG-mX06rJJEf", + "outputId": "0d25e11f-d119-41c6-c1ae-9caefa3fd607" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "\u001b[1;30;43mLe flux de sortie a été tronqué et ne contient que les 5000 dernières lignes.\u001b[0m\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n", + "/tmp/ipykernel_2715/1239777082.py:4: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " months = pd.date_range(end=datetime.today(), periods=12, freq=\"M\")\n" + ] + }, + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " title month views sentiment_label\n", + "0 Dick Johnson Is Dead 2025-04 498641 negative\n", + "1 Dick Johnson Is Dead 2025-05 251696 negative\n", + "2 Dick Johnson Is Dead 2025-06 595248 negative\n", + "3 Dick Johnson Is Dead 2025-07 252778 negative\n", + "4 Dick Johnson Is Dead 2025-08 220674 negative" + ], + "text/html": [ + "\n", + "
\n", + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
titlemonthviewssentiment_label
0Dick Johnson Is Dead2025-04498641negative
1Dick Johnson Is Dead2025-05251696negative
2Dick Johnson Is Dead2025-06595248negative
3Dick Johnson Is Dead2025-07252778negative
4Dick Johnson Is Dead2025-08220674negative
\n", + "
\n", + "
\n", + "\n", + "
\n", + " \n", + "\n", + " \n", + "\n", + " \n", + "
\n", + "\n", + "\n", + "
\n", + "
\n" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "dataframe", + "variable_name": "df_views" + } + }, + "metadata": {}, + "execution_count": 35 + } + ] + }, + { + "cell_type": "code", + "source": [ + "# ============================================================\n", + "# 5. Generate synthetic Netflix-style audience reviews\n", + "# ============================================================\n", + "\n", + "synthetic_reviews_by_sentiment = {\n", + " \"positive\": [\n", + " \"Absolutely addictive from the first episode. I couldn't stop watching.\",\n", + " \"The storyline was strong, emotional, and beautifully paced.\",\n", + " \"One of the best series I've watched this year.\",\n", + " \"Excellent acting, strong writing, and a very satisfying ending.\",\n", + " \"Visually stunning and incredibly engaging.\",\n", + " \"The characters felt real and the plot kept me hooked.\",\n", + " \"A binge-worthy show with a lot of heart.\",\n", + " \"Smart, entertaining, and emotionally powerful.\",\n", + " \"The pacing was great and every episode mattered.\",\n", + " \"A very memorable show that completely lived up to the hype.\",\n", + " \"Fresh, exciting, and very well produced.\",\n", + " \"This show deserves all the praise it's getting.\",\n", + " \"I loved the atmosphere, soundtrack, and character development.\",\n", + " \"A brilliant mix of suspense and emotion.\",\n", + " \"This was one of those shows you finish in one sitting.\",\n", + " \"Super engaging and very easy to recommend.\",\n", + " \"The cast had amazing chemistry.\",\n", + " \"Every episode left me wanting more.\",\n", + " \"A high-quality production from beginning to end.\",\n", + " \"It felt original, polished, and deeply immersive.\"\n", + " ],\n", + " \"neutral\": [\n", + " \"It was decent overall, but not especially memorable.\",\n", + " \"Some episodes were strong, others felt a bit slow.\",\n", + " \"An okay watch if you have time, but not amazing.\",\n", + " \"The concept was interesting, though the execution was uneven.\",\n", + " \"It had potential, but I didn’t fully connect with it.\",\n", + " \"Not bad, not great — just somewhere in the middle.\",\n", + " \"A fairly average show with a few strong moments.\",\n", + " \"Entertaining enough, but I probably wouldn’t watch it again.\",\n", + " \"The cast was good, but the story lacked impact.\",\n", + " \"Some parts worked well, others felt underdeveloped.\",\n", + " \"It started strong but lost momentum later.\",\n", + " \"A reasonable watch, though not something I’d strongly recommend.\",\n", + " \"The visuals were nice, but the plot was only okay.\",\n", + " \"There were a few standout scenes, but overall it was mixed.\",\n", + " \"Interesting idea, average delivery.\",\n", + " \"I didn’t hate it, but I wasn’t excited by it either.\",\n", + " \"Solid background viewing, but not unforgettable.\",\n", + " \"It was fine for one weekend, nothing more.\",\n", + " \"The quality was decent, but it lacked emotional depth.\",\n", + " \"Watchable, but not especially compelling.\"\n", + " ],\n", + " \"negative\": [\n", + " \"I really struggled to get through this show.\",\n", + " \"The story was messy and hard to care about.\",\n", + " \"Disappointing overall, especially given the hype.\",\n", + " \"The pacing was slow and the characters felt flat.\",\n", + " \"I expected much more from this series.\",\n", + " \"It started badly and never improved.\",\n", + " \"The dialogue felt unnatural and forced.\",\n", + " \"Too long, too repetitive, and not rewarding.\",\n", + " \"I lost interest after the first few episodes.\",\n", + " \"The plot made very little sense.\",\n", + " \"It felt like style over substance.\",\n", + " \"Nothing about this show really worked for me.\",\n", + " \"The acting was weak and the writing was worse.\",\n", + " \"I finished it, but only out of curiosity.\",\n", + " \"Very forgettable and frustrating to watch.\",\n", + " \"The ending was unsatisfying and rushed.\",\n", + " \"It had an interesting premise but wasted it.\",\n", + " \"This was far less engaging than I hoped.\",\n", + " \"I wouldn’t recommend it.\",\n", + " \"A dull and poorly executed series.\"\n", + " ]\n", + "}\n", + "\n", + "review_rows = []\n", + "\n", + "for _, row in df.iterrows():\n", + " title = row[\"title\"]\n", + " sentiment_label = row[\"sentiment_label\"]\n", + " review_pool = synthetic_reviews_by_sentiment[sentiment_label]\n", + "\n", + " # create 10 reviews per title\n", + " sampled_reviews = random.choices(review_pool, k=10)\n", + "\n", + " for review_text in sampled_reviews:\n", + " review_rows.append({\n", + " \"title\": title,\n", + " \"sentiment_label\": sentiment_label,\n", + " \"review_text\": review_text,\n", + " \"engagement_score\": row[\"engagement_score\"],\n", + " \"success_label\": row[\"success_label\"]\n", + " })\n", + "\n", + "df_reviews = pd.DataFrame(review_rows)\n", + "df_reviews.to_csv(\"synthetic_netflix_reviews.csv\", index=False)\n", + "\n", + "df_reviews.head()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 206 + }, + "id": "pc0YL1K8J8XH", + "outputId": "d4195fc2-56fb-4d63-b904-726cab145ad1" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " title sentiment_label \\\n", + "0 Dick Johnson Is Dead negative \n", + "1 Dick Johnson Is Dead negative \n", + "2 Dick Johnson Is Dead negative \n", + "3 Dick Johnson Is Dead negative \n", + "4 Dick Johnson Is Dead negative \n", + "\n", + " review_text engagement_score \\\n", + "0 It started badly and never improved. 32.086519 \n", + "1 It started badly and never improved. 32.086519 \n", + "2 I wouldn’t recommend it. 32.086519 \n", + "3 I really struggled to get through this show. 32.086519 \n", + "4 Very forgettable and frustrating to watch. 32.086519 \n", + "\n", + " success_label \n", + "0 Low \n", + "1 Low \n", + "2 Low \n", + "3 Low \n", + "4 Low " + ], + "text/html": [ + "\n", + "
\n", + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
titlesentiment_labelreview_textengagement_scoresuccess_label
0Dick Johnson Is DeadnegativeIt started badly and never improved.32.086519Low
1Dick Johnson Is DeadnegativeIt started badly and never improved.32.086519Low
2Dick Johnson Is DeadnegativeI wouldn’t recommend it.32.086519Low
3Dick Johnson Is DeadnegativeI really struggled to get through this show.32.086519Low
4Dick Johnson Is DeadnegativeVery forgettable and frustrating to watch.32.086519Low
\n", + "
\n", + "
\n", + "\n", + "
\n", + " \n", + "\n", + " \n", + "\n", + " \n", + "
\n", + "\n", + "\n", + "
\n", + "
\n" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "dataframe", + "variable_name": "df_reviews", + "summary": "{\n \"name\": \"df_reviews\",\n \"rows\": 88030,\n \"fields\": [\n {\n \"column\": \"title\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 8803,\n \"samples\": [\n \"The Circle\",\n \"The Old Thieves: The Legend of Artegios\",\n \"One Last Shot\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"sentiment_label\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 3,\n \"samples\": [\n \"negative\",\n \"positive\",\n \"neutral\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"review_text\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 60,\n \"samples\": [\n \"It started badly and never improved.\",\n \"This was far less engaging than I hoped.\",\n \"A reasonable watch, though not something I\\u2019d strongly recommend.\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"engagement_score\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 20.73731824990062,\n \"min\": 4.285990351760262,\n \"max\": 100.0,\n \"num_unique_values\": 8530,\n \"samples\": [\n 80.66846954662053,\n 35.31959109634447,\n 45.86379769960713\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"success_label\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 3,\n \"samples\": [\n \"Low\",\n \"High\",\n \"Medium\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}" + } + }, + "metadata": {}, + "execution_count": 36 + } + ] + }, + { + "cell_type": "code", + "source": [ + "# ============================================================\n", + "# 6. Create title-level features for analysis\n", + "# ============================================================\n", + "\n", + "# Average monthly views per title\n", + "views_by_title = (\n", + " df_views.groupby(\"title\", as_index=False)\n", + " .agg(\n", + " avg_views=(\"views\", \"mean\"),\n", + " total_views=(\"views\", \"sum\"),\n", + " months_observed=(\"month\", \"nunique\")\n", + " )\n", + ")\n", + "\n", + "# Review sentiment counts per title\n", + "sent_counts = (\n", + " df_reviews.groupby([\"title\", \"sentiment_label\"])\n", + " .size()\n", + " .unstack(fill_value=0)\n", + ")\n", + "\n", + "for lab in [\"positive\", \"neutral\", \"negative\"]:\n", + " if lab not in sent_counts.columns:\n", + " sent_counts[lab] = 0\n", + "\n", + "sent_counts[\"total_reviews\"] = sent_counts[[\"positive\", \"neutral\", \"negative\"]].sum(axis=1)\n", + "sent_counts[\"share_positive\"] = sent_counts[\"positive\"] / sent_counts[\"total_reviews\"]\n", + "sent_counts[\"share_neutral\"] = sent_counts[\"neutral\"] / sent_counts[\"total_reviews\"]\n", + "sent_counts[\"share_negative\"] = sent_counts[\"negative\"] / sent_counts[\"total_reviews\"]\n", + "\n", + "sent_counts = sent_counts.reset_index()\n", + "\n", + "# Merge everything into one clean title-level dataset\n", + "df_final = (\n", + " df.merge(views_by_title, on=\"title\", how=\"left\")\n", + " .merge(\n", + " sent_counts[[\n", + " \"title\",\n", + " \"share_positive\",\n", + " \"share_neutral\",\n", + " \"share_negative\",\n", + " \"total_reviews\"\n", + " ]],\n", + " on=\"title\",\n", + " how=\"left\"\n", + " )\n", + ")\n", + "\n", + "# Save final dataset\n", + "df_final.to_csv(\"netflix_title_level_features.csv\", index=False)\n", + "\n", + "df_final.head()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 504 + }, + "id": "Cz-eIqFgKEqw", + "outputId": "c2a9c38e-0e24-4ff4-872b-63397be57689" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " title type release_year rating \\\n", + "0 Dick Johnson Is Dead Movie 2020 PG-13 \n", + "1 Blood & Water TV Show 2021 TV-MA \n", + "2 Ganglands TV Show 2021 TV-MA \n", + "3 Jailbirds New Orleans TV Show 2021 TV-MA \n", + "4 Kota Factory TV Show 2021 TV-MA \n", + "\n", + " genre \\\n", + "0 Documentaries \n", + "1 International TV Shows, TV Dramas, TV Mysteries \n", + "2 Crime TV Shows, International TV Shows, TV Act... \n", + "3 Docuseries, Reality TV \n", + "4 International TV Shows, Romantic TV Shows, TV ... \n", + "\n", + " description completion_rate \\\n", + "0 As her father nears the end of his life, filmm... 0.388067 \n", + "1 After crossing paths at a party, a Cape Town t... 0.877104 \n", + "2 To protect his family from a powerful drug lor... 0.906194 \n", + "3 Feuds, flirtations and toilet talk go down amo... 0.589619 \n", + "4 In a city of coaching centers known to train I... 0.552353 \n", + "\n", + " engagement_score sentiment_label success_label avg_views total_views \\\n", + "0 32.086519 negative Low 3.987008e+05 4784409 \n", + "1 90.903477 positive High 2.618546e+06 31422548 \n", + "2 90.602326 positive High 3.264182e+06 39170190 \n", + "3 28.480085 negative Low 4.310197e+05 5172236 \n", + "4 41.599908 negative Low 2.366609e+05 2839931 \n", + "\n", + " months_observed share_positive share_neutral share_negative \\\n", + "0 12 0.0 0.0 1.0 \n", + "1 12 1.0 0.0 0.0 \n", + "2 12 1.0 0.0 0.0 \n", + "3 12 0.0 0.0 1.0 \n", + "4 12 0.0 0.0 1.0 \n", + "\n", + " total_reviews \n", + "0 10 \n", + "1 10 \n", + "2 10 \n", + "3 10 \n", + "4 10 " + ], + "text/html": [ + "\n", + "
\n", + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
titletyperelease_yearratinggenredescriptioncompletion_rateengagement_scoresentiment_labelsuccess_labelavg_viewstotal_viewsmonths_observedshare_positiveshare_neutralshare_negativetotal_reviews
0Dick Johnson Is DeadMovie2020PG-13DocumentariesAs her father nears the end of his life, filmm...0.38806732.086519negativeLow3.987008e+054784409120.00.01.010
1Blood & WaterTV Show2021TV-MAInternational TV Shows, TV Dramas, TV MysteriesAfter crossing paths at a party, a Cape Town t...0.87710490.903477positiveHigh2.618546e+0631422548121.00.00.010
2GanglandsTV Show2021TV-MACrime TV Shows, International TV Shows, TV Act...To protect his family from a powerful drug lor...0.90619490.602326positiveHigh3.264182e+0639170190121.00.00.010
3Jailbirds New OrleansTV Show2021TV-MADocuseries, Reality TVFeuds, flirtations and toilet talk go down amo...0.58961928.480085negativeLow4.310197e+055172236120.00.01.010
4Kota FactoryTV Show2021TV-MAInternational TV Shows, Romantic TV Shows, TV ...In a city of coaching centers known to train I...0.55235341.599908negativeLow2.366609e+052839931120.00.01.010
\n", + "
\n", + "
\n", + "\n", + "
\n", + " \n", + "\n", + " \n", + "\n", + " \n", + "
\n", + "\n", + "\n", + "
\n", + "
\n" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "dataframe", + "variable_name": "df_final", + "summary": "{\n \"name\": \"df_final\",\n \"rows\": 8803,\n \"fields\": [\n {\n \"column\": \"title\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 8803,\n \"samples\": [\n \"The Circle\",\n \"The Old Thieves: The Legend of Artegios\",\n \"One Last Shot\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"type\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 2,\n \"samples\": [\n \"TV Show\",\n \"Movie\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"release_year\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 8,\n \"min\": 1925,\n \"max\": 2021,\n \"num_unique_values\": 74,\n \"samples\": [\n 1996,\n 1969\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"rating\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 17,\n \"samples\": [\n \"PG-13\",\n \"TV-MA\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"genre\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 514,\n \"samples\": [\n \"Crime TV Shows, International TV Shows, TV Mysteries\",\n \"Children & Family Movies, Classic Movies, Dramas\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"description\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 8771,\n \"samples\": [\n \"CIA desk jockey Jack Ryan plunges into the heart of international terrorism after spoiling an assassination attempt on a British royal family member.\",\n \"Jamie Foxx, David Alan Grier and more from the cast of the family comedy discuss the show, humiliating family moments, bad BBQ dishes and sitcom openings.\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"completion_rate\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.18584973860574486,\n \"min\": 0.30019644707169235,\n \"max\": 0.9498641846732383,\n \"num_unique_values\": 8803,\n \"samples\": [\n 0.3811689845275603,\n 0.8909878589186135\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"engagement_score\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 20.738378412896388,\n \"min\": 4.285990351760262,\n \"max\": 100.0,\n \"num_unique_values\": 8530,\n \"samples\": [\n 80.66846954662053,\n 35.31959109634447\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"sentiment_label\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 3,\n \"samples\": [\n \"negative\",\n \"positive\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"success_label\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 3,\n \"samples\": [\n \"Low\",\n \"High\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"avg_views\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 899815.8636039557,\n \"min\": 4401.666666666667,\n \"max\": 3427059.5,\n \"num_unique_values\": 8800,\n \"samples\": [\n 1241737.6666666667,\n 1313643.6666666667\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"total_views\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 10797790,\n \"min\": 52820,\n \"max\": 41124714,\n \"num_unique_values\": 8800,\n \"samples\": [\n 14900852,\n 15763724\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"months_observed\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0,\n \"min\": 12,\n \"max\": 12,\n \"num_unique_values\": 1,\n \"samples\": [\n 12\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"share_positive\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.4621953044840049,\n \"min\": 0.0,\n \"max\": 1.0,\n \"num_unique_values\": 2,\n \"samples\": [\n 1.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"share_neutral\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.4613933296995383,\n \"min\": 0.0,\n \"max\": 1.0,\n \"num_unique_values\": 2,\n \"samples\": [\n 1.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"share_negative\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.4862673348895964,\n \"min\": 0.0,\n \"max\": 1.0,\n \"num_unique_values\": 2,\n \"samples\": [\n 0.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"total_reviews\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0,\n \"min\": 10,\n \"max\": 10,\n \"num_unique_values\": 1,\n \"samples\": [\n 10\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}" + } + }, + "metadata": {}, + "execution_count": 37 + } + ] + }, + { + "cell_type": "code", + "source": [ + "# ============================================================\n", + "# 7. Create monthly total views time series for forecasting\n", + "# ============================================================\n", + "\n", + "df_monthly_views = (\n", + " df_views.groupby(\"month\", as_index=False)\n", + " .agg(total_views=(\"views\", \"sum\"))\n", + " .sort_values(\"month\")\n", + ")\n", + "\n", + "df_monthly_views.to_csv(\"netflix_monthly_views_series.csv\", index=False)\n", + "\n", + "df_monthly_views.head()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 206 + }, + "id": "xJQ-o4eHKKcT", + "outputId": "5fa63df6-c5dc-416c-9205-0f0d2ae2df0d" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " month total_views\n", + "0 2025-04 9150846813\n", + "1 2025-05 9250124447\n", + "2 2025-06 9315787407\n", + "3 2025-07 9421684591\n", + "4 2025-08 9515594070" + ], + "text/html": [ + "\n", + "
\n", + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
monthtotal_views
02025-049150846813
12025-059250124447
22025-069315787407
32025-079421684591
42025-089515594070
\n", + "
\n", + "
\n", + "\n", + "
\n", + " \n", + "\n", + " \n", + "\n", + " \n", + "
\n", + "\n", + "\n", + "
\n", + "
\n" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "dataframe", + "variable_name": "df_monthly_views", + "summary": "{\n \"name\": \"df_monthly_views\",\n \"rows\": 12,\n \"fields\": [\n {\n \"column\": \"month\",\n \"properties\": {\n \"dtype\": \"object\",\n \"num_unique_values\": 12,\n \"samples\": [\n \"2026-02\",\n \"2026-01\",\n \"2025-04\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"total_views\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 331152717,\n \"min\": 9150846813,\n \"max\": 10184138280,\n \"num_unique_values\": 12,\n \"samples\": [\n 10036601075,\n 9962351471,\n 9150846813\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}" + } + }, + "metadata": {}, + "execution_count": 38 + } + ] + } + ], + "metadata": { + "colab": { + "collapsed_sections": [ + "jpASMyIQMaAq", + "lquNYCbfL9IM", + "0IWuNpxxYDJF", + "oCdTsin2Yfp3", + "T0TOeRC4Yrnn", + "duI5dv3CZYvF", + "qMjRKMBQZlJi", + "p-1Pr2szaqLk", + "SIaJUGIpaH4V", + "pY4yCoIuaQqp", + "n4-TaNTFgPak", + "HnngRNTgacYt", + "HF9F9HIzgT7Z", + "T8AdKkmASq9a", + "OhXbdGD5fH0c", + "L2ak1HlcgoTe", + "4IXZKcCSgxnq", + "EhIjz9WohAmZ", + "Gi4y9M9KuDWx", + "fQhfVaDmuULT", + "bmJMXF-Bukdm", + "RYvGyVfXuo54" + ], + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + }, + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file