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SinrezSinrez
committedJul 3, 2023
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‎hw1_pandas_in_act.ipynb

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{
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"nbformat": 4,
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"nbformat_minor": 0,
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"metadata": {
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"colab": {
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"provenance": [],
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"authorship_tag": "ABX9TyOlIRrk1QL/sCds30j6r5zo",
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"include_colab_link": true
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},
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"kernelspec": {
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"name": "python3",
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"display_name": "Python 3"
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},
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"language_info": {
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"name": "python"
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}
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},
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "view-in-github",
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"colab_type": "text"
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},
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"source": [
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"<a href=\"https://colab.research.google.com/github/Sinrez/PythonProjects/blob/main/hw1_pandas_in_act.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"id": "kSISR-dXGfY1"
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},
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"outputs": [],
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"source": [
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"import pandas as pd\n",
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"\n",
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"superheroes = [\n",
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" \"Batman\",\n",
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" \"Superman\",\n",
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" \"Spider-Man\",\n",
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" \"Iron Man\",\n",
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" \"Captain America\",\n",
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" \"Wonder Woman\"\n",
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"]\n",
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"\n",
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"strength_levels = (100, 120, 90, 95, 110, 120)"
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]
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},
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{
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"cell_type": "code",
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"source": [
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"# Заполните новый объект Series значениями из списка супергероев\n",
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"hers = pd.Series(superheroes)\n",
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"hers"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "EWGHmFglHGLZ",
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"outputId": "1bf3760b-f50c-43fb-d297-d4eaf8c6b51b"
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},
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"execution_count": 2,
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"outputs": [
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{
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"output_type": "execute_result",
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"data": {
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"text/plain": [
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"0 Batman\n",
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"1 Superman\n",
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"2 Spider-Man\n",
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"3 Iron Man\n",
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"4 Captain America\n",
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"5 Wonder Woman\n",
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"dtype: object"
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]
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},
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"metadata": {},
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"execution_count": 2
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}
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]
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},
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{
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"cell_type": "code",
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"source": [
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"# Заполните новый объект Series значениями из кортежа уровней силы\n",
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"hers = pd.Series(index = superheroes, data=strength_levels)\n",
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"hers"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "nJW6WVj5HQc0",
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"outputId": "2f92ce5a-6ea0-464a-8cf8-9a95c0cda36a"
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},
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"execution_count": 10,
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"outputs": [
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{
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"output_type": "execute_result",
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"data": {
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"text/plain": [
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"Batman 100\n",
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"Superman 120\n",
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"Spider-Man 90\n",
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"Iron Man 95\n",
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"Captain America 110\n",
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"Wonder Woman 120\n",
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"dtype: int64"
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]
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},
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"metadata": {},
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"execution_count": 10
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}
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]
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},
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{
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"cell_type": "code",
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"source": [
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"# Извлеките первые две строки из объекта Series heroes\n",
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"hers.head(2)"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "jN6FTB4dHZvy",
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"outputId": "f92573d3-f563-4d5b-979b-7e2eeafd6f8d"
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},
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"execution_count": 5,
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"outputs": [
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{
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"output_type": "execute_result",
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"data": {
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"text/plain": [
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"100 Batman\n",
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"120 Superman\n",
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"dtype: object"
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]
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},
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"metadata": {},
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"execution_count": 5
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}
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]
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},
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{
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"cell_type": "code",
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"source": [
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"# Извлеките последние четыре строки из объекта Series heroes\n",
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"hers.tail(4)"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "stovSMXfJfgh",
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"outputId": "4f542740-f12d-42b5-b78e-f712d6209226"
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},
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"execution_count": 6,
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"outputs": [
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{
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"output_type": "execute_result",
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"data": {
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"text/plain": [
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"90 Spider-Man\n",
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"95 Iron Man\n",
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"110 Captain America\n",
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"120 Wonder Woman\n",
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"dtype: object"
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]
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},
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"metadata": {},
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"execution_count": 6
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}
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]
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},
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{
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"cell_type": "code",
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"source": [
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"# Определите количество уникальных значений в heroes\n",
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"hers.nunique()"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "HXKSHFZTJlHa",
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"outputId": "f69135fd-a7cf-411e-8ec3-18f575aa8ce8"
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},
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"execution_count": 9,
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"outputs": [
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{
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"output_type": "execute_result",
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"data": {
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"text/plain": [
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"6"
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]
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},
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"metadata": {},
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"execution_count": 9
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}
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]
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},
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{
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"cell_type": "code",
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"source": [
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"# Вычислите среднюю силу супергероев в heroes\n",
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"hers.mean()"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "NfcjNQtUJtBe",
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"outputId": "a050b963-7c2c-4c1c-e6bd-86362e84ede4"
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},
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"execution_count": 12,
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"outputs": [
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{
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"output_type": "execute_result",
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"data": {
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"text/plain": [
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"105.83333333333333"
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]
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},
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"metadata": {},
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"execution_count": 12
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}
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]
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},
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{
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"cell_type": "code",
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"source": [
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"# Вычислите максимальную и минимальную силу в heroes\n",
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"print(hers.max())\n",
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"print(hers.min())"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "bS8gjAa_J-Q2",
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"outputId": "4377b924-3c4f-424a-b9a8-244342026286"
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},
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"execution_count": 13,
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"outputs": [
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{
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"output_type": "stream",
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"name": "stdout",
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"text": [
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"120\n",
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"90\n"
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]
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}
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]
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},
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{
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"cell_type": "code",
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"source": [
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"# Вычислите, каким будет уровень силы каждого из супергероев при удвоении\n",
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"hers_n = hers * 2\n",
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"hers_n"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "AJH4tZLeKFAP",
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"outputId": "a8b7c9d3-dfa6-4ecb-8130-ad77a7b2d0a4"
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},
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"execution_count": 15,
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"outputs": [
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{
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"output_type": "execute_result",
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"data": {
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"text/plain": [
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"Batman 200\n",
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"Superman 240\n",
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"Spider-Man 180\n",
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"Iron Man 190\n",
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"Captain America 220\n",
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"Wonder Woman 240\n",
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"dtype: int64"
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]
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},
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"metadata": {},
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"execution_count": 15
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}
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]
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},
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{
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"cell_type": "code",
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"source": [
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"# Преобразуйте объект Series heroes в ассоциативный массив языка Pythonhe\n",
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"hers_dict = dict(hers)\n",
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"hers_dict"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "_j4ucCGvKPrU",
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"outputId": "87812bea-25cd-4f58-cdab-7b9270af571d"
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},
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"execution_count": 16,
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"outputs": [
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{
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"output_type": "execute_result",
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"data": {
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"text/plain": [
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"{'Batman': 100,\n",
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" 'Superman': 120,\n",
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" 'Spider-Man': 90,\n",
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" 'Iron Man': 95,\n",
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" 'Captain America': 110,\n",
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" 'Wonder Woman': 120}"
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]
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},
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"metadata": {},
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"execution_count": 16
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}
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]
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}
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]
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}

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