prateekagr21 / Birth-rate-time-series-analysis

Time series analysis for analyzing birth rate on a daily basis.

Birth-rate Analysis !!

Time Series Analysis of Daily births using FBprophet

For Solving this Usecase, What I have done is :

• Collected the data and organized it to form a meaningful dataset.

• Checked for null values and took care of it.

• Observed the data to form meaningful insights!
  
  

• Did Exploratory Data Analysis on the dataset.

• Used correlations to form a heatmap.

• Visualizations were made by using Matplotlib and Seaborn Libraries..

• FbProphet's visualizations were used to make graphs and intutive visuals

And then I made my model for the Prediction :

• Did Data Preprocessing.

What i did with Prophet:

• Created the model
• Fitted my model
• Expanded the date columns

And then,

• Predicted the scores
• Plotted the prediction
• again by using fbprophet,
• Plotted an Yearly Trend Projection

AT LAST-
The prediction we see through the graph are quite natural, what can i say, using this tool for time series analysis was a fair choice after all !