Time Series Analysis and Forecasting: Use SARIMAX to Predict Customer Complaints
-
Updated
Mar 9, 2024 - Jupyter Notebook
#
sarimax
Here are 254 public repositories matching this topic...
A data-driven project forecasting intraday electricity prices in the GB power market using SARIMAX and XGBoost. Combines market data, demand/generation forecasts, and model explainability tools like SHAP.
python data-science time-series seaborn xgboost forecasting matplotlib feature-engineering energy-data machine-learning-models sarimax electricity-market shap gb-power-market
-
Updated
May 21, 2025 - Jupyter Notebook
My time series analysis project focuses on identifying patterns and trends in sequential data over time. It involves techniques like decomposition, forecasting, and ARIMA modeling to analyze temporal dynamics. The project aims to deliver actionable insights for data-driven decision-making.
-
Updated
Dec 23, 2024 - Jupyter Notebook
Comparison of COVID-19 Inpact using Time Series Modelling - SARIMAX, Prophet, neural networks and XGBOOST
-
Updated
Feb 2, 2021 - Jupyter Notebook
Personal research for bachelor's thesis performed into the SARIMA model and its components for Time Series Forecasting.
-
Updated
Jun 23, 2023 - Jupyter Notebook
time timeseries arima statsmodels stationary-data forecasting-models time-series-analysis fbprophet sarimax arima-model facebook-prophet-forecasting time-series-forecasting arima-forecasting facebook-prophet timeseries-forecasting sarima arima-models sarima-model autoregressive-models
-
Updated
Sep 23, 2023 - Jupyter Notebook
Stock Visualization Dashboard project using Streamlit, ML in Python. Price forecasting with Random Forest, Arima, Sarima and SVR.
-
Updated
Jul 8, 2024 - Python
Rice crop prediction using real time data recorded from 1961 to 2021. Time series models trained on ARIMA, SARIMA, LSTM, FbProphet algorithms. Achieved an r2_score above 90% for SARIMA, Fbprohpet models.
-
Updated
Apr 13, 2023 - Jupyter Notebook
Climate change prediction on different States of different Countries weather data using time series analysis
-
Updated
Apr 30, 2023 - Jupyter Notebook
Objective, to perform time series analysis and forecasting on container shipping prices for three major maritime routes: North America East Coast to China/East Asia, Europe to North America East Coast, and Europe to South America West Coast. The data used for this analysis was collected from The Baltic Exchange, a source of maritime market data.
time-series-analysis sarimax time-series-forecasting arima-forecasting sarima arimax container-shipping-industry
-
Updated
Oct 6, 2023 - Jupyter Notebook
Three projects as a freelance Data Scientist for USISA, largest canning company in Andalucia. Forecasting prediction of sales, recommendation system and clustering.
python data-science statistics sql pandas seaborn recommendation-system data-analysis matplotlib kmeans data-wrangling powerbi folium scikit sarimax
-
Updated
Feb 20, 2024 - Jupyter Notebook
Machine learning models for forecasting time-series data.
-
Updated
May 31, 2023 - Jupyter Notebook
This model predicts co2 level in atmosphere on account of historical data.
mse resampling grid-search aic sarimax seasonality time-series-forecasting adf-test acf-plots pacf-autocorrelation
-
Updated
May 15, 2023 - Jupyter Notebook
Time Series Analysis
-
Updated
Sep 1, 2022 - Jupyter Notebook
Using SARIMA model for time seies forecasting
-
Updated
Jun 5, 2020 - Jupyter Notebook
Forecasting model : Forecasts returns of real estate using time series analysis.
-
Updated
Jul 13, 2021 - Jupyter Notebook
Implementation of Time Series
time-series model decomposition time-series-analysis sarimax arima-model pdq acf-pacf sarima stock-forecasting tsla
-
Updated
Mar 16, 2023 - Jupyter Notebook
CFF9
Shibli-Nomani / Mentorness
Batch Name: MIP-ML-11 (Machine Learning Intern)
python random-forest svm xgboost classification arima lstm-neural-networks time-series-analysis sarimax logestic-regression prophet-facebook-model
-
Updated
May 31, 2024 - Jupyter Notebook
ExcelR_Assignment---Forecasting---Assignment---18
-
Updated
Mar 27, 2023 - Jupyter Notebook
Improve this page
Add a description, image, and links to the sarimax topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the sarimax topic, visit your repo's landing page and select "manage topics."