Which different visualizations to make for time series analysis?












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I hope you're doing great. I have recently started working on a time series project and I have just finished preparing my data and calculating trends (daily, weekly, yearly) and I wonder what are the different plots I should make using the the absolute values of my variables and the calculated trends?



Also, I'm seeking anyone to tell me what are the best practices to work on time series and what are the details I should pay attention to!



Thanks !






time-series visualization data-analysis







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    0












    $begingroup$


    I hope you're doing great. I have recently started working on a time series project and I have just finished preparing my data and calculating trends (daily, weekly, yearly) and I wonder what are the different plots I should make using the the absolute values of my variables and the calculated trends?



    Also, I'm seeking anyone to tell me what are the best practices to work on time series and what are the details I should pay attention to!



    Thanks !






    time-series visualization data-analysis







    share|improve this question











    $endgroup$















      0












      0








      0





      $begingroup$


      I hope you're doing great. I have recently started working on a time series project and I have just finished preparing my data and calculating trends (daily, weekly, yearly) and I wonder what are the different plots I should make using the the absolute values of my variables and the calculated trends?



      Also, I'm seeking anyone to tell me what are the best practices to work on time series and what are the details I should pay attention to!



      Thanks !






      time-series visualization data-analysis







      share|improve this question











      $endgroup$




      I hope you're doing great. I have recently started working on a time series project and I have just finished preparing my data and calculating trends (daily, weekly, yearly) and I wonder what are the different plots I should make using the the absolute values of my variables and the calculated trends?



      Also, I'm seeking anyone to tell me what are the best practices to work on time series and what are the details I should pay attention to!



      Thanks !






      time-series visualization data-analysis




      time-series visualization data-analysis






      share|improve this question















      share|improve this question













      share|improve this question




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      edited 2 days ago









      TQA

      1549




      1549










      asked 2 days ago









      helloworldhelloworld

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          1 Answer
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          $begingroup$

          I am also new to time series forecasting. I used simple lineplot to visualize the time series data. Some of the models used for time series are :




          1. ARIMA

          2. SARIMA

          3. prophet

          4. LSTM (deep neural networks)

          5. LBATS
            You can refer to this link to know what things you should consider while building a time series model






          share|improve this answer









          $endgroup$













          • $begingroup$
            This answer would be better if you could provide useful links to definitions of each of the acronyms.
            $endgroup$
            – Eric Shain
            2 days ago











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          $begingroup$

          I am also new to time series forecasting. I used simple lineplot to visualize the time series data. Some of the models used for time series are :




          1. ARIMA

          2. SARIMA

          3. prophet

          4. LSTM (deep neural networks)

          5. LBATS
            You can refer to this link to know what things you should consider while building a time series model






          share|improve this answer









          $endgroup$













          • $begingroup$
            This answer would be better if you could provide useful links to definitions of each of the acronyms.
            $endgroup$
            – Eric Shain
            2 days ago
















          1












          $begingroup$

          I am also new to time series forecasting. I used simple lineplot to visualize the time series data. Some of the models used for time series are :




          1. ARIMA

          2. SARIMA

          3. prophet

          4. LSTM (deep neural networks)

          5. LBATS
            You can refer to this link to know what things you should consider while building a time series model






          share|improve this answer









          $endgroup$













          • $begingroup$
            This answer would be better if you could provide useful links to definitions of each of the acronyms.
            $endgroup$
            – Eric Shain
            2 days ago














          1












          1








          1





          $begingroup$

          I am also new to time series forecasting. I used simple lineplot to visualize the time series data. Some of the models used for time series are :




          1. ARIMA

          2. SARIMA

          3. prophet

          4. LSTM (deep neural networks)

          5. LBATS
            You can refer to this link to know what things you should consider while building a time series model






          share|improve this answer









          $endgroup$



          I am also new to time series forecasting. I used simple lineplot to visualize the time series data. Some of the models used for time series are :




          1. ARIMA

          2. SARIMA

          3. prophet

          4. LSTM (deep neural networks)

          5. LBATS
            You can refer to this link to know what things you should consider while building a time series model







          share|improve this answer












          share|improve this answer



          share|improve this answer










          answered 2 days ago









          Siddhi Kiran BajracharyaSiddhi Kiran Bajracharya

          3127




          3127












          • $begingroup$
            This answer would be better if you could provide useful links to definitions of each of the acronyms.
            $endgroup$
            – Eric Shain
            2 days ago


















          • $begingroup$
            This answer would be better if you could provide useful links to definitions of each of the acronyms.
            $endgroup$
            – Eric Shain
            2 days ago
















          $begingroup$
          This answer would be better if you could provide useful links to definitions of each of the acronyms.
          $endgroup$
          – Eric Shain
          2 days ago




          $begingroup$
          This answer would be better if you could provide useful links to definitions of each of the acronyms.
          $endgroup$
          – Eric Shain
          2 days ago


















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