{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "provenance": [], "include_colab_link": true }, "kernelspec": { "name": "python3", "display_name": "Python 3" } }, "cells": [ { "cell_type": "markdown", "metadata": { "id": "view-in-github", "colab_type": "text" }, "source": [ "\"Open" ] }, { "cell_type": "markdown", "source": [ "# 이변량 회귀분석(Two Variable Regression Analysis)\n" ], "metadata": { "id": "L-bNfEMusPUe" } }, { "cell_type": "markdown", "source": [ 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)" ], "metadata": { "id": "ZR-gOYpuKyTF" } }, { "cell_type": "markdown", "source": [ "## Geogebra 영문버전 설치(Install Geogebra English version)" ], "metadata": { "id": "JUxQgpkJl3wG" } }, { "cell_type": "markdown", "source": [ "[Geogebra 영문버전 설치(Install Geogebra English version)](https://colab.research.google.com/github/min7014/2024/blob/main/2024042001.ipynb)" ], "metadata": { "id": "gPLTnyt3gKKj" } }, { "cell_type": "markdown", "source": [ "아래 강의록을 시작하기 전에 우선 위 링크를 클릭하여 Geogebra 영문버전을 설치하시기 바랍니다." ], "metadata": { "id": "9206_JoBlGvM" } }, { "cell_type": "markdown", "source": [ "Before starting the lecture notes below, please click the link above to install the English version of Geogebra." ], "metadata": { "id": "BzvZ8CdxlZL0" } }, { "cell_type": "markdown", "source": [ "# 강의록 시작(Start lecture notes)" ], "metadata": { "id": "_TxZ0225mDgn" } }, { "cell_type": "markdown", "source": [ "![image.png](data:image/png;base64,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)" ], "metadata": { "id": "zTvO_njfBeuY" } }, { "cell_type": "markdown", "source": [ "Geogebra에 [View]를 선택하시고 [Spreadsheet]를 선택합니다. [Spreadsheet] 창이 나타나는 것을 보실 수 있습니다." ], "metadata": { "id": "givBCDARCKCI" } }, { "cell_type": "markdown", "source": [ "Select [View] in Geogebra and select [Spreadsheet]. You can see the [Spreadsheet] window appear." ], "metadata": { "id": "vN3sfB4MCbP7" } }, { "cell_type": "markdown", "source": [ 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)" ], "metadata": { "id": "zOS1_jdaC157" } }, { "cell_type": "markdown", "source": [ "\n", "- [목성 위성 측정(Jupiter Satellite Measurements)](https://min7014.github.io/2021/2021042619.xls)" ], "metadata": { "id": "OY2Ep9kv4_0I" } }, { "cell_type": "markdown", "source": [ "[Excel]의 자료는 강원과학고에서 목성 위성 관측하면서 얻은 위성의 시간과 위치에 관한 자료입니다. 다른 수치 자료를 사용하셔도 됩니다." ], "metadata": { "id": "2GU-aPrMCHCr" } }, { "cell_type": "markdown", "source": [ "The data in [Excel] is about the time and location of satellites obtained while observing Jupiter's satellites at Kangwon Science High School. You may use other numerical data." ], "metadata": { "id": "SAiMtl89CMj8" } }, { "cell_type": "markdown", "source": [ 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)" ], "metadata": { "id": "wHW7wEfvFF0d" } }, { "cell_type": "markdown", "source": [ 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)" ], "metadata": { "id": "0NV23apsFUQj" } }, { "cell_type": "markdown", "source": [ "엑셀자료의 수치만 선택하고 Ctrl + C 를 눌러 복사 해놓습니다." ], "metadata": { "id": "aaqgOAkTHtaT" } }, { "cell_type": "markdown", "source": [ "Select only the numbers in the Excel data and press Ctrl + C to copy them." ], "metadata": { "id": "E0peL510MmGa" } }, { "cell_type": "markdown", "source": [ 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], "metadata": { "id": "XUUVs0NFFtNl" } }, { "cell_type": "markdown", "source": [ "A1 셀을 선택하고, Ctrl + v 를 눌러 엑셀수치 자료를 Geogebra의 [SpreadSheet]에 붙여 넣습니다." ], "metadata": { "id": "8KdFlZvuH__F" } }, { "cell_type": "markdown", "source": [ "Select cell A1 and press Ctrl + V to paste the Excel numeric data into Geogebra's [Spreadsheet]." ], "metadata": { "id": "HYXKtTh7MyPV" } }, { "cell_type": "markdown", "source": [ 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)" ], "metadata": { "id": "4VieMa7iGpqm" } }, { "cell_type": "markdown", "source": [ "Ctrl 누른 상태에서, 순서대로 B열, A열를 선택하여 데이터를 선택합니다. [Two Variable Regression Analysys] 도구를 선택하면, [Two Variable Regression Analysys] 창이 나타납니다. [Analyze] 선택합니다." ], "metadata": { "id": "nsOEvU-0IMOi" } }, { "cell_type": "markdown", "source": [ "Select data by holding down Ctrl and selecting column B and column A in that order. When you select the [Two Variable Regression Analysys] tool, the [Two Variable Regression Analysys] window appears. Select [Analyze]." ], "metadata": { "id": "la1802KTNQqM" } }, { "cell_type": "markdown", "source": [ 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)" ], "metadata": { "id": "iUw9fdI3Hdk4" } }, { "cell_type": "markdown", "source": [ "아래 화살표를 선택하면 데이터를 분석할 모델들이 나타납니다. 목성 위성 데이터는 [Sin] 모델를 선택합니다. 그러면 sin 함수를 활용한 회귀모델 식이 자동으로 생성되며 데이터가 분석됨을 볼 수 있습니다. 아마도 자료를 분석하는 과학 분야에서 유용하게 쓸 수 있는 기능일 것입니다." ], "metadata": { "id": "TrKOWbNQIzIz" } }, { "cell_type": "markdown", "source": [ "f you select the arrow below, models for analyzing data will appear. For Jupiter satellite data, select the [Sin] model. Then, you can see that a regression model equation using the sine function is automatically generated and the data is analyzed. This is probably a useful function in the scientific field of analyzing data." ], "metadata": { "id": "ppr1fSm5Ng63" } }, { "cell_type": "markdown", "source": [ 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)" ], "metadata": { "id": "bjwRx_BucNH0" } }, { "cell_type": "markdown", "source": [ "\n", "- [부문별 최종소비 「에너지수급통계」, 에너지경제연구원(Final consumption by sector \"Energy Supply and Demand Statistics\", Korea Energy Economics Institute)](https://min7014.github.io/2024/2024071601.xlsx)" ], "metadata": { "id": "Mr25MKc6V43e" } }, { "cell_type": "markdown", "source": [ "위 자료를 같은 방식으로 분석해 보도록 합시다." ], "metadata": { "id": "0F2FtVcmXT4F" } }, { "cell_type": "markdown", "source": [ "Let's analyze the above data in the same way." ], "metadata": { "id": "NGdf1QRVcE2a" } }, { "cell_type": "markdown", "source": [ "![image.png](data:image/png;base64,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)" ], "metadata": { "id": "McDRL16vcalG" } }, { "cell_type": "markdown", "source": [ "Geogebra에 [View]를 선택하시고 [Spreadsheet]를 선택합니다. [Spreadsheet] 창이 나타나는 것을 보실 수 있습니다." ], "metadata": { "id": "3IE810f7clm9" } }, { "cell_type": "markdown", "source": [ "Select [View] in Geogebra and select [Spreadsheet]. You can see the [Spreadsheet] window appear." ], "metadata": { "id": "7O_YEvPecnx0" } }, { "cell_type": "markdown", "source": [ 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)" ], "metadata": { "id": "Kl7R5_WDYe3l" } }, { "cell_type": "markdown", "source": [ "엑셀자료의 수치만 선택하고 Ctrl + C 를 눌러 복사 해놓습니다." ], "metadata": { "id": "kAGLwJghbI_D" } }, { "cell_type": "markdown", "source": [ "Select only the numbers in the Excel data and press Ctrl + C to copy them." ], "metadata": { "id": "swvtVlJWbP_j" } }, { "cell_type": "markdown", "source": [ 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)" ], "metadata": { "id": "9d6EU_O3ZHjc" } }, { "cell_type": "markdown", "source": [ "A1 셀을 선택하고, Ctrl + v 를 눌러 엑셀수치 자료를 Geogebra의 [SpreadSheet]에 붙여 넣습니다." ], "metadata": { "id": "nqAHWv-ja9b6" } }, { "cell_type": "markdown", "source": [ "Select cell A1 and press Ctrl + V to paste the Excel numeric data into Geogebra's [Spreadsheet]." ], "metadata": { "id": "H4fPgLpQa-hr" } }, { "cell_type": "markdown", "source": [ 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)" ], "metadata": { "id": "8HH-atT5aBQS" } }, { "cell_type": "markdown", "source": [ "Ctrl 누른 상태에서, 순서대로 D열, B열를 선택하여 데이터를 선택합니다. [Two Variable Regression Analysys] 도구를 선택하면, [Two Variable Regression Analysys] 창이 나타납니다. [Analyze] 선택합니다." ], "metadata": { "id": "mr_zJ6HzYwKw" } }, { "cell_type": "markdown", "source": [ "Select data by holding down Ctrl and selecting column D and column B in that order. When you select the [Two Variable Regression Analysys] tool, the [Two Variable Regression Analysys] window appears. Select [Analyze]." ], "metadata": { "id": "x9Ir6R0Wbi48" } }, { "cell_type": "markdown", "source": [ 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)" ], "metadata": { "id": "jY7m4KsbYuiu" } }, { "cell_type": "markdown", "source": [ "아래 화살표를 선택하면 데이터를 분석할 모델들이 나타납니다. [Linear] 모델를 선택합니다. 그러면 일차 함수를 활용한 회귀모델 식이 자동으로 생성되며 데이터가 분석됨을 볼 수 있습니다." ], "metadata": { "id": "FsXC61GdbrSP" } }, { "cell_type": "markdown", "source": [ "If you select the arrow below, models to analyze the data will appear. Select the [Linear] model. Then, you can see that a regression model equation using a linear function is automatically generated and the data is analyzed." ], "metadata": { "id": "tdlpLdVHdP5F" } }, { "cell_type": "markdown", "source": [ "## 참고 사이트(Reference Site)" ], "metadata": { "id": "BUZR569x_CbT" } }, { "cell_type": "markdown", "source": [ "[통계청(Statistical Office)](https://kostat.go.kr/ansk/)\n", "\n", "[통계데이터센터(Statistics Data Center](https://data.kostat.go.kr/sbchome/intro.do)\n", "\n", "[지표누리(Index Nuri)](https://www.index.go.kr)" ], "metadata": { "id": "TImbf7Rc-3sn" } } ] }