diff --git a/run.ipynb b/run.ipynb
new file mode 100644
index 0000000..a1d71a2
--- /dev/null
+++ b/run.ipynb
@@ -0,0 +1,119 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "52034f8c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import re\n",
+    "from datetime import datetime\n",
+    "import csv"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "f8526769",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "states = [\"Alaska\", \"Alabama\", \"Arkansas\", \"American Samoa\", \"Arizona\", \"California\", \"Colorado\", \"Connecticut\", \"District \", \"of Columbia\", \"Delaware\", \"Florida\", \"Georgia\", \"Guam\", \"Hawaii\", \"Iowa\", \"Idaho\", \"Illinois\", \"Indiana\", \"Kansas\", \"Kentucky\", \"Louisiana\", \"Massachusetts\", \"Maryland\", \"Maine\", \"Michigan\", \"Minnesota\", \"Missouri\", \"Mississippi\", \"Montana\", \"North Carolina\", \"North Dakota\", \"Nebraska\", \"New Hampshire\", \"New Jersey\", \"New Mexico\", \"Nevada\", \"New York\", \"Ohio\", \"Oklahoma\", \"Oregon\", \"Pennsylvania\", \"Puerto Rico\", \"Rhode Island\", \"South Carolina\", \"South Dakota\", \"Tennessee\", \"Texas\", \"Utah\", \"Virginia\", \"Virgin Islands\", \"Vermont\", \"Washington\", \"Wisconsin\", \"West Virginia\", \"Wyoming\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 84,
+   "id": "e2195a35",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "rgx = re.compile(r'\\b(' + '|'.join(states) + r')\\b')\n",
+    "company_rgx = r\"(([A-Z][A-za-z]+,?\\s)+(Inc\\.|LLC|Ltd\\.|Company|Corporation|INC\\.|LTD\\.|COMPANY|CORPORATION))\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 93,
+   "id": "edee6c83",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def nda(path_in, path_out):\n",
+    "    with open(path_in, 'r', encoding='utf-8') as in_file:\n",
+    "        lines = in_file.readlines()\n",
+    "    with open(path_out, 'w') as out_file:\n",
+    "                for line in lines:\n",
+    "                #line = line.replace('.', ' ').replace(',', ' ').lower()\n",
+    "                #words = line.split()\n",
+    "                    jur = rgx.search(line)\n",
+    "                    #print(jur)\n",
+    "                    if jur:\n",
+    "                        out_file.write('jurisdiction=' + jur.group().replace(' ', '_'))\n",
+    "                        \n",
+    "                        \n",
+    "                    res = re.search(r'\\d{4}-\\d{2}-\\d{2}',line)\n",
+    "                    #print(res)\n",
+    "                    if res:\n",
+    "                        date = datetime.strptime(res.group(), '%Y-%m-%d').date()\n",
+    "                        print(str(date))\n",
+    "                        out_file.write('effective_date=' + date.group().replace(' ', '_'))\n",
+    "                        \n",
+    "                    #party_results = []\n",
+    "                    #party = re.findall(company_rgx, line)\n",
+    "                    #party_score = len([w for w in party if w in party])\n",
+    "                    #if party_score > 2:\n",
+    "                    #    party_results.append(party[0])\n",
+    "                    par = re.search(company_rgx,line)\n",
+    "                    #print(par)\n",
+    "                    if par:\n",
+    "                        out_file.write(' party=' + par.group().replace(','' ', '_'))\n",
+    "                    out_file.write('\\n')\n",
+    "                "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 94,
+   "id": "319f7898",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#pliki\n",
+    "nda('train/in.tsv', 'train/out.tsv')\n",
+    "nda('dev-0/in.tsv', 'dev-0/out.tsv')\n",
+    "nda('test-A/in.tsv', 'test-A/out.tsv')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0db43228",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}