Imane F.'s repositories
Prosper-Loan-Data-Analysis
The objective of this work is to investigate factors affecting borrower rate and loan amount.
stackoverflow
Findings from Stackoverflow 2017
Airbnb-Rental-Price-prediction
A data-based approach to analyse and compare prices and characteristics of Airbnbs listings in Montreal and Toronto and identify the key factors affecting their prices.
Data-Wrangling-and-Analyzing-Twitter-Data
Wrangling and analyzing we rate dogs twitter account which rates people's dogs with a humorous comment about the dog.
Disaster-Response-Pipelines-DSND
Udacity Data Scientist Nanodegree Project
E-commerce-Performance-Optimization-with-AB-Testing
Analysing the results of an A/B test run for an e-commerce website. The company has developed a new web page in order to try and increase the number of users who "convert," meaning the number of users who decide to pay for the company's product.
Exploratory-Data-Analysis-EDA-with-Python-The-Movie-Database-
Analyzing a dataset containing information about 10,000 movies from 1960 to 2015, collected from The Movie Database (TMDb) and determining factors affecting movie profitability and commercial success
Exploring-Weather-Trends
Analyse the local (Montreal) and the global temperature data and compare the temperature trends.
Stack-Overflow-Survey-2020
Data driven approach based on the Stack Overflow Developer Survey of 2020, which aims to understand multiple aspects of the data scientist experience.