{"id":10437,"date":"2017-08-08T17:14:59","date_gmt":"2017-08-08T11:44:59","guid":{"rendered":"http:\/\/ucanalytics.com\/blogs\/?p=10437"},"modified":"2018-04-18T10:11:40","modified_gmt":"2018-04-18T04:41:40","slug":"python-code-time-series-forecasting-arima-models-manufacturing-case-study-example","status":"publish","type":"post","link":"https:\/\/ucanalytics.com\/blogs\/python-code-time-series-forecasting-arima-models-manufacturing-case-study-example\/","title":{"rendered":"Python Code for Time Series Forecasting & ARIMA Models – Manufacturing Case Study Example"},"content":{"rendered":"
\n

Business forecasting case study example<\/a><\/strong>\u00a0is one of the popular case\u00a0studies on YOU CANalytics. Originally, the time series analysis and forecasting for the case study were demonstrated\u00a0on R in a series of articles. One of the readers, Anindya Saha, has replicated this entire analysis in Python. You could read this python notebook at this link:\u00a0Python Notebook for Forecasting<\/strong><\/a>. Thanks, Anindya for your effort.<\/p>\n


\n<\/a>\"\"<\/a><\/p>\n\n\n\n
\"\"About Anindya Saha:\u00a0<\/strong><\/p>\n

Anindya is\u00a0passionate about machine learning\u00a0& data mining. He has a significant prior software engineering experience. In 2014, he left his\u00a0job to study machine learning and graduated from Texas A&M University. He is currently working with Visa in the\u00a0<\/span>USA. He is always on a lookout for team mates to compete on Kaggle. You could reach out to him at\u00a0<\/span>anindya_elect@yahoo.com<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"

Business forecasting case study example\u00a0is one of the popular case\u00a0studies on YOU CANalytics. Originally, the time series analysis and forecasting for the case study were demonstrated\u00a0on R in a series of articles. One of the readers, Anindya Saha, has replicated this entire analysis in Python. You could read this python notebook at this link:\u00a0Python Notebook<\/p>\n

Read More…<\/a><\/p>\n","protected":false},"author":1,"featured_media":10440,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_newsletter_tier_id":0,"jetpack_publicize_message":"","jetpack_is_tweetstorm":false,"jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false}}},"categories":[74],"tags":[],"jetpack_publicize_connections":[],"yoast_head":"\nPython Code for Time Series Forecasting & ARIMA Models - Manufacturing Case Study Example – YOU CANalytics |<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ucanalytics.com\/blogs\/python-code-time-series-forecasting-arima-models-manufacturing-case-study-example\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python Code for Time Series Forecasting & ARIMA Models - Manufacturing Case Study Example – YOU CANalytics |\" \/>\n<meta property=\"og:description\" content=\"Business forecasting case study example\u00a0is one of the popular case\u00a0studies on YOU CANalytics. Originally, the time series analysis and forecasting for the case study were demonstrated\u00a0on R in a series of articles. One of the readers, Anindya Saha, has replicated this entire analysis in Python. 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You can\u00a0find the previous parts at the following links: Part 1\u00a0: Introduction to time series modeling & forecasting Part 2: Time series decomposition to decipher patterns and trends before forecasting\u2026","rel":"","context":"In "Manufacturing Case Study Example"","block_context":{"text":"Manufacturing Case Study Example","link":"https:\/\/ucanalytics.com\/blogs\/category\/manufacturing-case-study-example\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/ucanalytics.com\/blogs\/wp-content\/uploads\/2015\/06\/photo-1.jpg?fit=412%2C336&ssl=1&resize=350%2C200","width":350,"height":200},"classes":[]},{"id":10404,"url":"https:\/\/ucanalytics.com\/blogs\/video-case-study-example-time-series-age-big-data\/","url_meta":{"origin":10437,"position":2},"title":"Video Case Study Example – Time Series in the Age of Big Data","author":"Roopam Upadhyay","date":false,"format":false,"excerpt":"Dear readers, watch the first video case study example on YOU CANalytics. 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Our final\u00a0goal is\u00a0to forecast tractor sales in the next 36 months. In this article, we will delve deeper into time series decomposition. As discussed earlier, the idea behind time\u2026","rel":"","context":"In "Manufacturing Case Study Example"","block_context":{"text":"Manufacturing Case Study Example","link":"https:\/\/ucanalytics.com\/blogs\/category\/manufacturing-case-study-example\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/ucanalytics.com\/blogs\/wp-content\/uploads\/2015\/05\/Painter1.jpg?fit=630%2C1024&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/ucanalytics.com\/blogs\/wp-content\/uploads\/2015\/05\/Painter1.jpg?fit=630%2C1024&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/ucanalytics.com\/blogs\/wp-content\/uploads\/2015\/05\/Painter1.jpg?fit=630%2C1024&ssl=1&resize=525%2C300 1.5x"},"classes":[]},{"id":2577,"url":"https:\/\/ucanalytics.com\/blogs\/choose-your-data-mining-statistics-software\/","url_meta":{"origin":10437,"position":5},"title":"Choose Your Data Mining & Statistics Software \/ Language","author":"Roopam Upadhyay","date":false,"format":false,"excerpt":"One of the crucial decisions while doing data analysis is an appropriate choice of statistics software and language. In this article, I am going to analyze and help you choose the right data mining and statistics software for your purpose. 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