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@pushup_time: App link in my bio ๐Ÿ‘€๐Ÿ‘‡๐Ÿฝ

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Tuesday 06 October 2026 12:48:27 GMT
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For my ๐’”๐’†๐’„๐’๐’๐’… ๐’•๐’‚๐’”๐’Œ during the internship at ๐ƒ๐š๐ญ๐š ๐™๐ž๐ง๐ข๐ฑ ๐’๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง, I worked on a project titled: ๐Ÿ“Š ๐”๐ง๐ž๐ฆ๐ฉ๐ฅ๐จ๐ฒ๐ฆ๐ž๐ง๐ญ ๐‘๐š๐ญ๐ž ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ ๐š๐ง๐ ๐๐ซ๐ž๐๐ข๐œ๐ญ๐ข๐จ๐ง (๐Ÿ๐ŸŽ๐ŸŽ๐ŸŽโ€“๐Ÿ๐ŸŽ๐Ÿ๐Ÿ‘) โœจ ๐’๐œ๐จ๐ฉ๐ž ๐จ๐Ÿ ๐–๐จ๐ซ๐ค: โœ”๏ธ ๐ƒ๐š๐ญ๐š ๐„๐ฑ๐ฉ๐ฅ๐จ๐ซ๐š๐ญ๐ข๐จ๐ง on socio-economic & environmental datasets (2000โ€“2023) โœ”๏ธ ๐๐ซ๐ž๐ฉ๐ซ๐จ๐œ๐ž๐ฌ๐ฌ๐ข๐ง๐  โ€“ handling missing values, scaling, feature engineering โœ”๏ธ ๐•๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐š๐ญ๐ข๐จ๐ง๐ฌ โ€“ line plots, scatter plots, heatmaps, boxplots & event analysis โœ”๏ธ ๐…๐ž๐š๐ญ๐ฎ๐ซ๐ž ๐„๐ง๐ ๐ข๐ง๐ž๐ž๐ซ๐ข๐ง๐  including: โ€ƒโ€ƒ๐Ÿ”น GDP Growth per Capita โ€ƒโ€ƒ๐Ÿ”น Social Spending per Capita โ€ƒโ€ƒ๐Ÿ”น Interaction terms (GDP ร— Inflation, Disasters ร— Poverty, Debt/GDP ratio) โœ”๏ธ ๐Œ๐จ๐๐ž๐ฅ๐ข๐ง๐  with ๐‹๐š๐ฌ๐ฌ๐จ ๐‘๐ž๐ ๐ซ๐ž๐ฌ๐ฌ๐ข๐จ๐ง โ€ƒโ€ƒ๐Ÿ“Œ ๐‘ยฒ ๐’๐œ๐จ๐ซ๐ž: ๐ŸŽ.๐Ÿ—๐Ÿ๐Ÿ‘๐Ÿ โ€ƒโ€ƒ๐Ÿ“Œ ๐Œ๐’๐„: ๐ŸŽ.๐ŸŽ๐Ÿ๐ŸŽ๐Ÿ” โœ”๏ธ ๐‚๐ซ๐จ๐ฌ๐ฌ-๐•๐š๐ฅ๐ข๐๐š๐ญ๐ข๐จ๐ง with Repeated K-Fold (noting dataset-size instability) โœ”๏ธ ๐Š๐ž๐ฒ ๐…๐ข๐ง๐๐ข๐ง๐ : GDP Growth & Agriculture Growth strongly influence unemployment โšก ๐Š๐ž๐ฒ ๐ˆ๐ง๐ฌ๐ข๐ ๐ก๐ญ๐ฌ & ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐ ๐ฌ: ๐Ÿ”น Unemployment โ†“ when GDP & Agriculture Growth โ†‘ ๐Ÿ”น Climate disasters โ†— unemployment (mild correlation) ๐Ÿ”น Feature engineering boosted model performance ๐Ÿ”น Dataset size impacts stability & generalization ๐Ÿ“Œ This task enhanced my expertise in ๐๐ฒ๐ญ๐ก๐จ๐ง, ๐๐š๐ญ๐š ๐š๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ, ๐ฏ๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐š๐ญ๐ข๐จ๐ง, ๐š๐ง๐ ๐ฆ๐š๐œ๐ก๐ข๐ง๐ž ๐ฅ๐ž๐š๐ซ๐ง๐ข๐ง๐ , while giving me practical exposure to real-world socio-economic data. Looking forward to more challenges & learning opportunities at ๐ƒ๐š๐ญ๐š ๐™๐ž๐ง๐ข๐ฑ ๐’๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง ๐Ÿš€ #๏ธโƒฃ #๐ƒ๐š๐ญ๐š๐’๐œ๐ข๐ž๐ง๐œ๐ž #๐Œ๐š๐œ๐ก๐ข๐ง๐ž๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐  #๐ˆ๐ง๐ญ๐ž๐ซ๐ง๐ฌ๐ก๐ข๐ฉ #๐๐ฒ๐ญ๐ก๐จ๐ง #๐ƒ๐š๐ญ๐š๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ #๐”๐ง๐ž๐ฆ๐ฉ๐ฅ๐จ๐ฒ๐ฆ๐ž๐ง๐ญ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ #๐‹๐š๐ฌ๐ฌ๐จ๐‘๐ž๐ ๐ซ๐ž๐ฌ๐ฌ๐ข๐จ๐ง #๐ƒ๐š๐ญ๐š๐™๐ž๐ง๐ข๐ฑ๐’๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง
For my ๐’”๐’†๐’„๐’๐’๐’… ๐’•๐’‚๐’”๐’Œ during the internship at ๐ƒ๐š๐ญ๐š ๐™๐ž๐ง๐ข๐ฑ ๐’๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง, I worked on a project titled: ๐Ÿ“Š ๐”๐ง๐ž๐ฆ๐ฉ๐ฅ๐จ๐ฒ๐ฆ๐ž๐ง๐ญ ๐‘๐š๐ญ๐ž ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ ๐š๐ง๐ ๐๐ซ๐ž๐๐ข๐œ๐ญ๐ข๐จ๐ง (๐Ÿ๐ŸŽ๐ŸŽ๐ŸŽโ€“๐Ÿ๐ŸŽ๐Ÿ๐Ÿ‘) โœจ ๐’๐œ๐จ๐ฉ๐ž ๐จ๐Ÿ ๐–๐จ๐ซ๐ค: โœ”๏ธ ๐ƒ๐š๐ญ๐š ๐„๐ฑ๐ฉ๐ฅ๐จ๐ซ๐š๐ญ๐ข๐จ๐ง on socio-economic & environmental datasets (2000โ€“2023) โœ”๏ธ ๐๐ซ๐ž๐ฉ๐ซ๐จ๐œ๐ž๐ฌ๐ฌ๐ข๐ง๐  โ€“ handling missing values, scaling, feature engineering โœ”๏ธ ๐•๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐š๐ญ๐ข๐จ๐ง๐ฌ โ€“ line plots, scatter plots, heatmaps, boxplots & event analysis โœ”๏ธ ๐…๐ž๐š๐ญ๐ฎ๐ซ๐ž ๐„๐ง๐ ๐ข๐ง๐ž๐ž๐ซ๐ข๐ง๐  including: โ€ƒโ€ƒ๐Ÿ”น GDP Growth per Capita โ€ƒโ€ƒ๐Ÿ”น Social Spending per Capita โ€ƒโ€ƒ๐Ÿ”น Interaction terms (GDP ร— Inflation, Disasters ร— Poverty, Debt/GDP ratio) โœ”๏ธ ๐Œ๐จ๐๐ž๐ฅ๐ข๐ง๐  with ๐‹๐š๐ฌ๐ฌ๐จ ๐‘๐ž๐ ๐ซ๐ž๐ฌ๐ฌ๐ข๐จ๐ง โ€ƒโ€ƒ๐Ÿ“Œ ๐‘ยฒ ๐’๐œ๐จ๐ซ๐ž: ๐ŸŽ.๐Ÿ—๐Ÿ๐Ÿ‘๐Ÿ โ€ƒโ€ƒ๐Ÿ“Œ ๐Œ๐’๐„: ๐ŸŽ.๐ŸŽ๐Ÿ๐ŸŽ๐Ÿ” โœ”๏ธ ๐‚๐ซ๐จ๐ฌ๐ฌ-๐•๐š๐ฅ๐ข๐๐š๐ญ๐ข๐จ๐ง with Repeated K-Fold (noting dataset-size instability) โœ”๏ธ ๐Š๐ž๐ฒ ๐…๐ข๐ง๐๐ข๐ง๐ : GDP Growth & Agriculture Growth strongly influence unemployment โšก ๐Š๐ž๐ฒ ๐ˆ๐ง๐ฌ๐ข๐ ๐ก๐ญ๐ฌ & ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐ ๐ฌ: ๐Ÿ”น Unemployment โ†“ when GDP & Agriculture Growth โ†‘ ๐Ÿ”น Climate disasters โ†— unemployment (mild correlation) ๐Ÿ”น Feature engineering boosted model performance ๐Ÿ”น Dataset size impacts stability & generalization ๐Ÿ“Œ This task enhanced my expertise in ๐๐ฒ๐ญ๐ก๐จ๐ง, ๐๐š๐ญ๐š ๐š๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ, ๐ฏ๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐š๐ญ๐ข๐จ๐ง, ๐š๐ง๐ ๐ฆ๐š๐œ๐ก๐ข๐ง๐ž ๐ฅ๐ž๐š๐ซ๐ง๐ข๐ง๐ , while giving me practical exposure to real-world socio-economic data. Looking forward to more challenges & learning opportunities at ๐ƒ๐š๐ญ๐š ๐™๐ž๐ง๐ข๐ฑ ๐’๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง ๐Ÿš€ #๏ธโƒฃ #๐ƒ๐š๐ญ๐š๐’๐œ๐ข๐ž๐ง๐œ๐ž #๐Œ๐š๐œ๐ก๐ข๐ง๐ž๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐  #๐ˆ๐ง๐ญ๐ž๐ซ๐ง๐ฌ๐ก๐ข๐ฉ #๐๐ฒ๐ญ๐ก๐จ๐ง #๐ƒ๐š๐ญ๐š๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ #๐”๐ง๐ž๐ฆ๐ฉ๐ฅ๐จ๐ฒ๐ฆ๐ž๐ง๐ญ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ #๐‹๐š๐ฌ๐ฌ๐จ๐‘๐ž๐ ๐ซ๐ž๐ฌ๐ฌ๐ข๐จ๐ง #๐ƒ๐š๐ญ๐š๐™๐ž๐ง๐ข๐ฑ๐’๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง
ไธๅฟ…ๆ‰“ๆŽขๆˆ‘ ๅธ…ไธ€็›ดๆ˜ฏๆˆ‘็š„ไปฃๅ่ฏ#ๅฎ‰ๅฑฟ #็Ž‹่€…่ฃ่€€ #HonorofKings
ไธๅฟ…ๆ‰“ๆŽขๆˆ‘ ๅธ…ไธ€็›ดๆ˜ฏๆˆ‘็š„ไปฃๅ่ฏ#ๅฎ‰ๅฑฟ #็Ž‹่€…่ฃ่€€ #HonorofKings
View uแป‘ng cafe buแป•i sรกng แปŸ Bแบฃn Phรนng nแปโ€ฆ. Dร nh cho ai khรดng thแปƒ dแบญy sแป›m nhฦฐng vแบซn muแป‘n sฤƒn mรขy #banphung #hagiang #hagiangvietnam
View uแป‘ng cafe buแป•i sรกng แปŸ Bแบฃn Phรนng nแปโ€ฆ. Dร nh cho ai khรดng thแปƒ dแบญy sแป›m nhฦฐng vแบซn muแป‘n sฤƒn mรขy #banphung #hagiang #hagiangvietnam
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