{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2b3fface",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "74f1f5ec",
   "metadata": {},
   "outputs": [],
   "source": [
    "df= pd.read_parquet(\"cleaned_0000.parquet\")\n",
    "print(df.shape)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "05775454",
   "metadata": {},
   "outputs": [],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "99e17328",
   "metadata": {},
   "outputs": [],
   "source": [
    "df.tail()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0238d802",
   "metadata": {},
   "outputs": [],
   "source": [
    "step2 = pd.read_parquet(\"output_windowed.parquet\")\n",
    "step2.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1257c535",
   "metadata": {},
   "outputs": [],
   "source": [
    "step2.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3754c664",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Zeigt alle Kombinationen mit Häufigkeit\n",
    "step2[['STUDY', 'LEVEL', 'PHASE']].value_counts()"
   ]
  }
 ],
 "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": "3.11.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}