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Simran Soni's Projects

911calls-dataanalysis-python-pandas-seaborn icon 911calls-dataanalysis-python-pandas-seaborn

Data Analysis on 911 Calls using Python Pandas Library along with answering few questions related to the dataset for eg. What are the top 5 zipcodes for 911 Call, What is Most common reason for calling 911, etc. Also conducted visualisations with the help of Seaborn Library to answer the questions.

car-price-predictor-linear-regression-algorithm icon car-price-predictor-linear-regression-algorithm

In this project we will build a car price predictor using Machine Learning's Linear Regression Algorithm. This is a Regression Machine Learning Project. This is one of the important Machine Learning Projects.

detecting-outliers-in-powerbi icon detecting-outliers-in-powerbi

One of the simplest methods that you can detect outliers in Power BI is visual detection and IQR method that is also used in box plots (sometimes called box and whisker plot). IQR method is versatile and can be used in skewed datasets. It is even better without Box Plot visualization.

netflix-data-analysis-python-project icon netflix-data-analysis-python-project

Data analysis is an effective technique that supports corporate decision-making. In this jupyter notebook I've explored Python libraries to analyze Netflix data from various perspectives.

practice-eda-python icon practice-eda-python

In this Jupyter Notebook, I have put all the basic Data Cleaning & Data Manipulation using Pandas Library in Python , along with covering fundamental topics like LIST, DICT, TUPLE, ETC.

used-cars-data-analysis-and-visualization icon used-cars-data-analysis-and-visualization

In this Jupyter Notebook I have performed Exploratory Data Analysis and Statistical Analysis on used cars dataset of an automobile company XYZ. This project was a part of my PGCP-DSML certificate program to show my Data Analysis skills. I hope you will gain some insight from my work.

webscraping-ecommerce-ebay-dataanalysis icon webscraping-ecommerce-ebay-dataanalysis

In this Project I have done the Web Scraping of an Ecommerce Site (EBAY) & generated the data below which will show a filter category of books that contain Business Intelligence in its title. I have also answered few questions for data analysis.

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