michaelgetachew-abebe/Casual-Inference-Location-Optimization

Gokada is the largest last mile delivery service company in Nigeria. It provides parcel delivery services facilitated by motorbike owners and drivers(pilots) in Lagos, Nigeria. Even Though, Gokada has been able to complete over one million deliveries, it has faced a sub-optimal placement of pilots as it tries to expand its service. # Casual-Inference-Location-Optimization [![Contributors][contributors-shield]][contributors-url] [![Forks][forks-shield]][forks-url] [![Stargazers][stars-shield]][stars-url] [![Issues][issues-shield]][issues-url] ## Logistic optimization: Delivery drivers location optimization with Causal Inference > ### "Data is our window to reality and data science is the eye glass that enables us to look through the window, It is not a mirror through which data looks at itself and do makeup" - Judea Pearl ___ - About - Folder Structure - Installation - Contributing - Contrbutors - License ## About This week’s client Gokada is the largest last mile delivery service company in Nigeria. It provides parcel delivery services facilitated by motorbike owners and drivers(pilots) in Lagos, Nigeria. Even Though, Gokada has been able to complete over one million deliveries, it has faced a sub-optimal placement of pilots as it tries to expand its services. This has led to a high number of unfulfilled delivery requests. In order to better understand the root reasons of unfilled requests and develop solutions that suggest driver locations that boost the percentage of complete orders, Gokada wants to analyze its data. Since drivers are compensated according to the quantity of requests they take, this week’s solution will benefit Gokada by increasing customer satisfaction and generating more revenue. # Folder Structure ## Task - 3 Here you will find some text documents written for integer programming using python ## notebooks - EDA notebook - Causal Inference and Causal Graphs ## Screenshots - Screensots of some EDA ## scripts - Some methods and classes relevant for data processing and other utilities ## tests - Tests # Instalation ```bash git clone github.com cd Casual-Inference-Location-Optimization pip install -r requirements.txt ``` # Contributing Pull requests are welcome. For major changes, pleas …