diff --git a/market_analysis/HP_analysis.ipynb b/market_analysis/HP_analysis.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..c920689e5e4a26aa81a1b5984aac7e48e69254e4
--- /dev/null
+++ b/market_analysis/HP_analysis.ipynb
@@ -0,0 +1,198 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def cleanup_manufacturers(df:pd.DataFrame, manufacturer_column = \"Hersteller\"):\n",
+    "    if manufacturer_column not in df:\n",
+    "        return\n",
+    "    \n",
+    "def plot_histogram(df:pd.DataFrame, column_name:str, bins:float|list[float]=20, xlim:list[float]=[None,None]):\n",
+    "    if column_name in df.columns:\n",
+    "        fig, ax = plt.subplots()\n",
+    "        # Plot the histogram\n",
+    "        options = {\n",
+    "            \"bins\":bins, \"color\":'red', \"edgecolor\":'black', \n",
+    "            \"histtype\":\"bar\", \"rwidth\":0.8, \"log\":False\n",
+    "        }\n",
+    "        ax.hist(df[column_name], **options)\n",
+    "        ax.set_title('Histogram of ' + column_name)\n",
+    "        ax.set_xlabel(column_name)\n",
+    "        ax.set_ylabel('Frequency')\n",
+    "        ax.set_xlim(xlim)\n",
+    "        ax.tick_params(axis=\"x\", rotation=45)\n",
+    "        plt.show()\n",
+    "    else:\n",
+    "        print(f\"Column '{column_name}' not found in the data.\")\n",
+    "    return\n",
+    "\n",
+    "def plot_barchart(df:pd.DataFrame, column_name:str, num_entries:float|list[float]=None, sort:bool = True, lower_threshold=None):\n",
+    "    if column_name in df.columns:\n",
+    "        fig, ax = plt.subplots()\n",
+    "        value_counts = df[column_name].value_counts()\n",
+    "        if sort:\n",
+    "            print(\"Sorting ...\")\n",
+    "            value_counts = value_counts.sort_values()[::-1]\n",
+    "        if sort and num_entries:\n",
+    "            print(f\"Sorting and choosing first {num_entries} entries ...\")\n",
+    "            value_counts = value_counts[:num_entries]\n",
+    "        if sort and lower_threshold and not num_entries:\n",
+    "            print(f\"Sorting and cutting all values smaller than {lower_threshold} ...\")\n",
+    "            value_counts = df[column_name].value_counts().sort_values()[::-1][:num_entries]\n",
+    "            value_counts = value_counts[value_counts.values>lower_threshold]\n",
+    "        print(value_counts)\n",
+    "        categories = value_counts.index\n",
+    "        frequencies = value_counts.values\n",
+    "        options = {\n",
+    "            \"color\":\"red\", \"edgecolor\":\"black\"\n",
+    "        }\n",
+    "        ax.bar(categories, frequencies, **options)\n",
+    "        ax.set_title('Bar Chart of ' + column_name)\n",
+    "        ax.set_xlabel(column_name)\n",
+    "        ax.set_ylabel('Frequency')\n",
+    "\n",
+    "        # Rotate x-tick labels\n",
+    "        ax.tick_params(axis='x', rotation=90)\n",
+    "\n",
+    "        plt.show()\n",
+    "    else:\n",
+    "        print(f\"Column '{column_name}' not found in the data.\")\n",
+    "    return"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Index(['Hersteller', 'Typ ', 'Wärme-Nennleistung 35°C [kW]', 'ETAs 35 [%]',\n",
+      "       'Wärme-Nennleistung 55°C [kW]', 'ETAs 55 [%]', 'Kältemittel',\n",
+      "       'Netzdienlichkeit', 'EE-Anzeige'],\n",
+      "      dtype='object')\n"
+     ]
+    }
+   ],
+   "source": [
+    "file_path = \"N:\\Forschung\\EBC1100_ERS_RollOut_KAP_FCN\\Data\\Literatur\\BAFA_Förderfähige_WP_nka.xlsx\"\n",
+    "types = {'Hersteller':str, 'Typ ':str, 'Wärme-Nennleistung 35°C [kW]':np.float64, 'ETAs 35 [%]':np.float64,\n",
+    "       'Wärme-Nennleistung 55°C [kW]':np.float64, 'ETAs 55 [%]':np.float64, 'Kältemittel':str,\n",
+    "       'Netzdienlichkeit':str, 'EE-Anzeige':str}\n",
+    "lw = pd.read_excel(file_path, sheet_name=\"Luft-Wasser\", decimal=\",\", thousands=\".\",\n",
+    "                   dtype=types)\n",
+    "print(lw.columns)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 158,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0, 10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 110, 120, 130, 140, 150, 160, 170, 180, 190, 200, 210, 220, 230, 240, 250, 260, 270, 280, 290, 300, 310, 320, 330, 340, 350, 360, 370, 380, 390, 400, 410, 420, 430, 440, 450, 460, 470, 480, 490, 500, 510, 520, 530, 540, 550, 560, 570, 580, 590, 600, 610, 620, 630, 640, 650, 660, 670, 680, 690, 700, 710, 720, 730, 740, 750, 760, 770, 780, 790, 800, 810, 820, 830, 840, 850, 860, 870, 880, 890, 900, 910, 920, 930, 940, 950, 960, 970, 980, 990, 2000]\n",
+      "Sorting ...\n",
+      "Sorting and cutting all values smaller than 50 ...\n",
+      "Hersteller\n",
+      "Mitsubishi Electric Europe B.V                                     1316\n",
+      "DAIKIN Airconditioning Germany GmbH                                 221\n",
+      "Trane                                                               204\n",
+      "Buderus - Bosch Thermotechnik GmbH                                  184\n",
+      "Clivet                                                              174\n",
+      "Panasonic Deutschland                                               129\n",
+      "AERMEC GmbH                                                         128\n",
+      "FläktGroup                                                          124\n",
+      "ELCO GmbH                                                            97\n",
+      "Toshiba - Beijer Ref Deutschland GmbH                                92\n",
+      "Viessmann Werke GmbH & Co KG                                         88\n",
+      "Bosch Thermotechnik GmbH                                             82\n",
+      "Samsung Klimatechnik                                                 67\n",
+      "TCL                                                                  62\n",
+      "alpha innotec (ait-deutschland GmbH)                                 62\n",
+      "Swegon Operation srl                                                 60\n",
+      "HYUNDAI                                                              59\n",
+      "NOVELAN (ait-deutschland GmbH)                                       59\n",
+      "Kampmann                                                             58\n",
+      "S-Klima                                                              56\n",
+      "Inventor                                                             54\n",
+      "Malag&Soltau GmbH / M&S POWER                                        54\n",
+      "Hitachi - Johnson Controls Hitachi Air\\nConditioning Europe SAS      53\n",
+      "Ningbo AUX Electric Co., Ltd.                                        53\n",
+      "Dimplex - Glen Dimplex Deutschland GmbH                              51\n",
+      "Name: count, dtype: int64\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "bins = [*np.arange(0,1000,10), 2000]\n",
+    "print(bins)\n",
+    "#plot_histogram(lw, 'Wärme-Nennleistung 35°C [kW]', bins=bins, xlim=[0,1000])\n",
+    "plot_barchart(lw, 'Hersteller', num_entries=None, lower_threshold=50)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "base",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}