Prediction of Unemployment In India Using Fb Prophet

{"title":"Prediction of Unemployment In India Using Fb Prophet","authors":"","doi":"10.46632/daai/3/1/5","DOIUrl":null,"url":null,"abstract":"The unemployment rate is a key indicator of economic performance and financial market risk. The main causes of unemployment in India are Large population, lack of professional qualifications, or poorly educated workforce. Labor-intensive sectors have suffered from a slowdown in private investment, especially after the banknote withdrawal. The Covid surge has made unemployment one of the biggest problems in India. The purpose of this project is to predict the future unemployment rate in India using the FB Prophet model. This model is used to predict the future values and developed by Facebook. There are many predictive model in unemployment using LSTM and ARIMA model but the values are not much precise, so we proposed the FB Prophet model for predicting the precise value. We can get a precise with the help of FB Prophet Model. The values are predicted using the FB prophet model and the predicted values are displayed in the form of graph.","PeriodicalId":226827,"journal":{"name":"Data Analytics and Artificial Intelligence","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Data Analytics and Artificial Intelligence","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.46632/daai/3/1/5","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract

The unemployment rate is a key indicator of economic performance and financial market risk. The main causes of unemployment in India are Large population, lack of professional qualifications, or poorly educated workforce. Labor-intensive sectors have suffered from a slowdown in private investment, especially after the banknote withdrawal. The Covid surge has made unemployment one of the biggest problems in India. The purpose of this project is to predict the future unemployment rate in India using the FB Prophet model. This model is used to predict the future values and developed by Facebook. There are many predictive model in unemployment using LSTM and ARIMA model but the values are not much precise, so we proposed the FB Prophet model for predicting the precise value. We can get a precise with the help of FB Prophet Model. The values are predicted using the FB prophet model and the predicted values are displayed in the form of graph.
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用Fb预言家预测印度失业率
失业率是经济绩效的关键指标和金融市场风险。印度失业的主要原因是人口众多,缺乏专业资格,或受教育程度低的劳动力。劳动密集型行业受到私人投资放缓的影响,尤其是在纸币退出之后。新冠肺炎疫情的激增使失业成为印度最大的问题之一。这个项目的目的是预测未来的失业率在印度使用FB先知模型。该模型用于预测未来价值,由Facebook开发。利用LSTM和ARIMA模型对失业率进行预测的模型很多,但预测结果精度不高,因此提出了FB Prophet模型对失业率进行精确预测。我们可以借助FB先知模型得到一个精确的模型。利用FB预测模型对预测值进行预测,并以图形的形式显示预测值。
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