Jasnain Singh's repositories
Economic-Data-Analysis
This python notebook uses the Fred (Federal Reserve Economic Data) API to retrieve the unemployment and participation rate for each state in the US from 1976 to 2024. I used a Double Temporal Line Chart to plot both the Unemployment and Participation rate on a single graph for easier comparision.
data-visualization-using-python
Performing Data Visualization using matplotlib on various data structures. Line Chart, Two Graphs Comparision, Bar Plot, Horizontal Bar Plots, DataFrame Table, Dictonary Table, Stacked Bar Chart, Histogram, Pie Chart, Scatter Plot.
multi-variate-data-analysis
Basic Data Analysis of the Dataset "Car_Price" . Using One Hot & Label Encoding for training & testing data to further perform Linear Regression on the dataset and create new models. Also used python seaborn library to create a multi-colinearity chart
python-data-visualization
Data Visualization over two Datasets (Student_Performance & Gas_Prices csv files) using Scatter Plot, Histogram, Bar Chart, Box Plot, Linechart