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 !
Pipetools Complete documentation pipetools enables function composition similar to using Unix pipes. It allows forward-composition and piping of arbit
udacity-api-reporting-pipeline In this exercise, you'll use portions of each of
The Python Extract, Load, Transform Studio is an application for performing ELT (and ETL) tasks. Under the hood the application consists of a two parts.
logdata-anomaly-miner This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis wit
Linked Data are becoming more popular for user-created metadata in HDF5 files.
quick_eda Receiving dataframe statistics with one command Project description A python package for Data Scientists, Students, ML Engineers and anyone
Codes for the collection and predictive processing of bitcoin from the API of coinmarketcap
MetaFrame A data structure that extends pyspark.sql.DataFrame with metadata info
Two phase pipeline + Streamlit This is an example project that demonstrates how to create a pipeline that consists of two phases of execution. In betw
PremiershipPlayerAnalysis Using Python to scrape some basic player information from www.premierleague.com and then use Pandas to analyse said data. No
Efficient matrix representations for working with tabular data
Visions And these visions of data types, they kept us up past the dawn. Visions provides an extensible suite of tools to support common data analysis
Vaex-Big-Data-Analytics-for-Airline-data A Python notebook (ipynb) created in Jupyter Notebook, which utilizes the Vaex library for Big Data Analytics
Health-Care-DS-Projects Data Science/Analysis Health Care Portfolio Consists Of 3 Projects: Mexico Covid-19 project, analyze the patient medical histo
Binomial Option Pricing Calculator Option Pricing Calculator using the Binomial Pricing Method (No Libraries Required) Background A derivative is a fi
PyUpBit CS490 Large Scale Data Analytics — Implementation of Updatable Compressed Bitmap Indexing Paper Table of Contents About The Project Usage Cont
ESPEI ESPEI, or Extensible Self-optimizing Phase Equilibria Infrastructure, is a tool for thermodynamic database development within the CALPHAD method
How Long Does It Take Ordinary People To "Get Good" At Chess? TL;DR: According to 5.5 years of data from 2.3 million players and 450 million games, mo
Cluster Mutation Script Get mutations appearing within user-defined clusters. Usage Clusters are defined in the clusters dict in main.py: clusters = {
Automatic regional-scale earthquake catalog building workflow: EQTransformer + Siamese EQTransforme
186 Dec 29, 2022
1 Feb 15, 2022
55 Nov 18, 2022
32 Nov 27, 2022
8 May 17, 2022
2 Dec 19, 2021
5 Apr 26, 2022
8 Feb 15, 2022
1 Nov 17, 2021
5 Sep 06, 2021
70 Dec 14, 2022
168 Dec 28, 2022
1 Feb 13, 2022
1 Feb 13, 2022
1 Nov 29, 2021
1 Jun 28, 2022
42 Sep 12, 2022
182 Nov 11, 2022
1 Oct 22, 2021
9 Nov 27, 2022