![](\"static\\\\swagger.png\")
"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Импортируем библиотеку `pandas` и загружаем датасет (разделителем указываем точку с запятой)"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"df = pd.read_csv(\"csv\\\\dataset25.csv\", sep=\";\")\n",
"\n",
"df[\"Valuation ($B) \"] = pd.to_numeric(df[\"Valuation ($B) \"].str.slice(0, -4).str.replace(\",\", \".\"))\n",
"df[\"Total Funding\"] = pd.to_numeric(df[\"Total Funding\"].str.slice(1, -2).str.replace(\",\", \"\"))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Посмотрим краткое содержание датасета. Видим, что датасет состоит из 100 строк и 10 столбцов"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"| \n", " | Company | \n", "Valuation ($B) | \n", "Country | \n", "State | \n", "City | \n", "Industries | \n", "Founded Year | \n", "Name of Founders | \n", "Total Funding | \n", "Number of Employees | \n", "
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "Bytedance | \n", "140.0 | \n", "China | \n", "Beijing | \n", "Beijing | \n", "Content, Data Mining, Internet | \n", "2012 | \n", "Yiming Zhang | \n", "7440.0 | \n", "10.000 | \n", "
| 1 | \n", "SpaceX | \n", "100.3 | \n", "United States | \n", "California | \n", "Hawthorne | \n", "Aerospace, Manufacturing, Space Travel, Transp... | \n", "2002 | \n", "Elon Musk | \n", "383.0 | \n", "5,000-10,000 | \n", "
| 2 | \n", "Stripe | \n", "95.0 | \n", "United States | \n", "California | \n", "San Francisco | \n", "Finance, FinTech, Mobile Payments, SaaS | \n", "2010 | \n", "John Collison, Patrick Collison | \n", "300.0 | \n", "1,000-5,000 | \n", "
| 3 | \n", "Klarna | \n", "45.6 | \n", "Sweden | \n", "NaN | \n", "Stockholm | \n", "E-Commerce, FinTech, Payments, Shopping | \n", "2005 | \n", "Niklas Adalberth, Sebastian Siemiatkowski, Vic... | \n", "3471.7 | \n", "5,000-10,000 | \n", "
| 4 | \n", "Epic Games | \n", "42.0 | \n", "United States | \n", "North Carolina | \n", "Cary | \n", "Developer Platform, Gaming, Software, Video Games | \n", "1991 | \n", "Mark Rein, Tim Sweeney | \n", "544.9 | \n", "1,000-5,000 | \n", "