This repository was created in order for me to learn more about geopandas and as an introduction to geospatial data analysis. The non-exercise notebooks are made from articles in Towards Data Science, the exercises notebooks are simply applying what has been done in the non-exercise notebooks.
The dataset folder contains the eartquake dataset used in one of the exercise notebooks.
All the notebooks are fairly commented.
Thank you !
Sample code for Harry's Airflow online trainng course You can find the videos on youtube or bilibili. I am working on adding below things: the slide p
MetPy MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data. MetPy follows semantic versioni
Grab x Pulis Detailed analysis done to investigate possible reasons for delay in Grab services for NUS Data Analytics Competition 2022, to be found in
Python-Data-Analysis-and-Visualisation-Projects Data analysis and visualisation projects from a range of individual projects and applications. Python
PandasVault — Advanced Pandas Functions and Code Snippets The only Pandas utility package you would ever need. It has no exotic external dependencies
mapa 🌍 Create 3d-printable STLs from satellite elevation data Installation pip install mapa Usage mapa uses numpy and numba under the hood to crunch
Pandas Tab Implementation of Stata's tabulate command in Pandas for extremely easy to type one-way and two-way tabulations. Support: Python 3.7 and 3.
Alphalens Alphalens is a Python Library for performance analysis of predictive (alpha) stock factors. Alphalens works great with the Zipline open sour
google_takeout_parser parses both the Historical HTML and new JSON format for Google Takeouts caches individual takeout results behind cachew merge mu
Funsor Funsor is a tensor-like library for functions and distributions. See Functional tensors for probabilistic programming for a system description.
High-Dimensional Portfolio Selecton with Cardinality Constraints This repo contains code for perform proximal gradient descent to solve sample average
Shot notebooks resuming the main functions of GeoPandas, 2 notebooks written as Exercises to apply these functions.
Python dataset creator to construct datasets composed of OpenFace extracted features and Shimmer3 GSR+ Sensor datas
Python CLI Mad Libs Game My first Python project is a simple Mad Libs program. Mad Libs is a phrasal template word game created by Leonard Stern and R
Driver Analysis with Factors and Forests: An Automated Data Science Tool using Python 📊
Population Shift Monitoring popmon is a package that allows one to check the stability of a dataset. popmon works with both pandas and spark datasets.
Open Mining Business Intelligence (BI) Application Server written in Python Requirements Python 2.7 (Backend) Lua 5.2 or LuaJIT 5.1 (OML backend) Mong
ETL Pipeline for AWS Project Description In this project, ETL pipeline is build on data warehouse hosted on AWS Redshift. The data is loaded from S3 t
A data analysis using python and pandas to showcase trends in school performance. A data analysis to showcase trends in school performance using Panda
Used for data processing in machine learning, and help us to construct ML model more easily from scratch. Can be used in linear model, logistic regression model, and decision tree.
102 Dec 30, 2022
971 Dec 25, 2022
6 Jun 07, 2022
1 Jan 25, 2022
374 Jan 07, 2023
13 Dec 15, 2022
20 Aug 27, 2022
2.5k Jan 09, 2023
27 Dec 28, 2022
208 Dec 29, 2022
2 Mar 22, 2022
3 Jul 05, 2022
1 Dec 10, 2021
2 May 26, 2022
403 Dec 07, 2022
1.2k Dec 27, 2022
1 Nov 01, 2021
0 Sep 07, 2021
0 Jul 05, 2022