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arima-model

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Air Quality in Nairobi (Based on PM2.5 index)- A Time Series Analysis Projects - Building ARIMA ML Model. In this project, I work with data from one of Africa’s largest open data platforms openAfrica https://africaopendata.org/ .I’ll look at air quality data from Nairobi, Lagos, and Dar es Salaam; and build a time seriesmodel to predict PM 2.5 r…

  • Updated May 30, 2022
  • Jupyter Notebook

Collected stock price data of Apple Inc. from Yahoo Finance & Business/Financial news data using NYTimes Api and Intrinio Api. Analyzed trend in stock price data using ARIMA Time Series model. Analyzed the news as positive/negative sentiments to prove a co-relation between stock price change and news sentiments helping us to predict the change i…

  • Updated Mar 5, 2019
  • Jupyter Notebook

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