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In this project, I have compared the performance of three models: ARIMA Model, LSTM Model and FBProphet Model on various risk factors of the most critical countries of the world. The factors include: Economic stability by rate of growth of per capita GDP, Life expectancy at birth, Carbon dioxide damage in US$ and risk factor of a country based o…

share.streamlit.io/ritwiksharma107/global-economic-prospects-and-risk-factors/main/app.py
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RitwikSharma107/Global-Economic-Prospects-and-Risk-Factors

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Jupyter Notebooks
Jupyter Notebooks
 
 
Carbon Damage(current US$) ARIMA.xlsx
Carbon Damage(current US$) ARIMA.xlsx
 
 
Carbon Damage(current US$) Facebook's Prophet Library.xlsx
Carbon Damage(current US$) Facebook's Prophet Library.xlsx
 
 
Carbon Damage(current US$) LSTM.xlsx
Carbon Damage(current US$) LSTM.xlsx
 
 
Comparison between Prediction Data Carbon Damage(current US$).xlsx
Comparison between Prediction Data Carbon Damage(current US$).xlsx
 
 
Comparison between Prediction Data GDP Per Capita(current US$).xlsx
Comparison between Prediction Data GDP Per Capita(current US$).xlsx
 
 
Comparison between Prediction Data Life Expectancy(in years).xlsx
Comparison between Prediction Data Life Expectancy(in years).xlsx
 
 
Comparison between Prediction Data Population(total).xlsx
Comparison between Prediction Data Population(total).xlsx
 
 
Comparison between Test Data Carbon Damage(current US$).xlsx
Comparison between Test Data Carbon Damage(current US$).xlsx
 
 
Comparison between Test Data GDP Per Capita(current US$).xlsx
Comparison between Test Data GDP Per Capita(current US$).xlsx
 
 
Comparison between Test Data Life Expectancy(in years).xlsx
Comparison between Test Data Life Expectancy(in years).xlsx
 
 
Comparison between Test Data Population(total).xlsx
Comparison between Test Data Population(total).xlsx
 
 
Errors Carbon Damage(current US$).xlsx
Errors Carbon Damage(current US$).xlsx
 
 
Errors GDP Per Capita(current US$).xlsx
Errors GDP Per Capita(current US$).xlsx
 
 
Errors Life Expectancy(in years).xlsx
Errors Life Expectancy(in years).xlsx
 
 
Errors Population(total).xlsx
Errors Population(total).xlsx
 
 
G.jpg
G.jpg
 
 
GDP Per Capita(current US$) ARIMA.xlsx
GDP Per Capita(current US$) ARIMA.xlsx
 
 
GDP Per Capita(current US$) Facebook's Prophet Library.xlsx
GDP Per Capita(current US$) Facebook's Prophet Library.xlsx
 
 
GDP Per Capita(current US$) LSTM.xlsx
GDP Per Capita(current US$) LSTM.xlsx
 
 
Life Expectancy(in years) ARIMA.xlsx
Life Expectancy(in years) ARIMA.xlsx
 
 
Life Expectancy(in years) Facebook's Prophet Library.xlsx
Life Expectancy(in years) Facebook's Prophet Library.xlsx
 
 
Life Expectancy(in years) LSTM.xlsx
Life Expectancy(in years) LSTM.xlsx
 
 
Population(total) ARIMA.xlsx
Population(total) ARIMA.xlsx
 
 
Population(total) Facebook's Prophet Library.xlsx
Population(total) Facebook's Prophet Library.xlsx
 
 
Population(total) LSTM.xlsx
Population(total) LSTM.xlsx
 
 
README.md
README.md
 
 
app.py
app.py
 
 
carbon.png
carbon.png
 
 
conc.jpg
conc.jpg
 
 
life.png
life.png
 
 
plot.png
plot.png
 
 
pop.png
pop.png
 
 
requirements.txt
requirements.txt
 
 

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In this project, I have compared the performance of three models: ARIMA Model, LSTM Model and FBProphet Model on various risk factors of the most critical countries of the world. The factors include: Economic stability by rate of growth of per capita GDP, Life expectancy at birth, Carbon dioxide damage in US$ and risk factor of a country based o…

share.streamlit.io/ritwiksharma107/global-economic-prospects-and-risk-factors/main/app.py

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