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README.md
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# CanariaView Global Copper Demand Forecasting Dataset
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## ํ๊ตญ์ด ์ค๋ช
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๋ณธ ๋ฐ์ดํฐ์
์ ๊ตฌ๋ฆฌ ์์ ์์ธก ๋ชจ๋ธ ๊ตฌ์ถ์ ์ํ ๊ฒฝ์ ์งํ ๋ฐ ์ฐ์
์งํ๋ก ๊ตฌ์ฑ๋์์ต๋๋ค.
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๋ฐ์ดํฐ ๊ธฐ๊ฐ: 1995๋
1์๋ถํฐ 2023๋
3์๊น์ง์ ์๋ณ ๋ฐ์ดํฐ, ์ด 339๊ฐ์ ๋ถ๋.
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์ปฌ๋ผ ์ค๋ช
๋ฐ ์ถ์ฒ:
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- `HSI_value (๋ฏธ๊ตญ ์ฃผํ์ฐฉ๊ณต์ง์)`: ์ถ์ฒ - Y-Chart
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- `CCI_value (๋ฏธ๊ตญ ์๋น์์ ๋ขฐ์ง์)`: ์ถ์ฒ - OECD
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- `IPI_value (๋ฏธ๊ตญ ์ฐ์
์์ฐ์์ง์)`: ์ถ์ฒ - FRED
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- `GDPC_value (๋ฏธ๊ตญ ์ค์ง GDP)`: ์ถ์ฒ - FRED
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- `Copper price (๊ตฌ๋ฆฌ ๊ฐ๊ฒฉ)`: ์ถ์ฒ - MacroTrends
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๋ฐ์ดํฐ์
ํน์ฑ ๋ฐ ์ ์ฒ๋ฆฌ ๋ฐฉ๋ฒ๋ก :
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- ๋ณตํฉ์ ๋ฐ์ดํฐ ๊ตฌ์กฐ ๋ถ์ ๋ฐ ์ ์ฒ๋ฆฌ ๊ณผ์ ์ํ.
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- ๊ฒฐ์ธก์น ์ฒ๋ฆฌ
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- ์ผ๋ณ ์๋ฃ ๋ฐ ๋ถ๊ธฐ๋ณ ์๋ฃ๋ ์๋ณ ๋ฐ์ดํฐ๋ก์ ํ์ฅ์ ํตํด ์ผ๊ด๋ ์๊ณ์ด ๋ฐ์ดํฐ๋ก ํตํฉ.
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## English Description
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This dataset encompasses economic and industrial indicators vital for constructing a copper demand forecasting model.
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Coverage Period: Monthly data from January 1995 to March 2023, encompassing a total of 339 months.
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Detailed Key Variables and Sources:
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- `HSI_value (US Housing Starts Index)`: Source - Y-Chart
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- `CCI_value (Consumer Confidence Index)`: Source - OECD
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- `IPI_value (Industrial Production Total Index)`: Source - FRED
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- `GDPC_value (Real Gross Domestic Product)`: Source - FRED
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- `Copper price`: Source - MacroTrends
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Dataset Characteristics and Preprocessing Methodology:
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- Comprehensive analysis of data structure followed by essential preprocessing.
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- Appropriate handling of missing values.
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- Daily and quarterly data uniformly expanded to a monthly timescale for consistency.
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