metedraw is a project mainly for data visualization projects of Atmospheric Science, Marine Science, Environmental Science or other majors

Overview

metedraw

metedraw is a project mainly for data visualization projects of Atmospheric Science, Marine Science, Environmental Science or other majors, you can use metedraw for simple meteorological, environmental or other data visualization. Our intention is to make it easier for students, researchers and practitioners in these fields -- they often have a lot of data to deal with, but most of these items are simple analysis. So we thought we could develop a program that would simplify those repetitive mechanical tasks. To start with this project, please read _使用说明.docx. The manual in English will be released later.

metedraw是一个主要面向于大气科学、海洋科学、环境科学等专业的数据可视化项目,您可以使用metedraw来完成一些简单的气象、环境等数据可视化的工作。 我们的初衷是方便这些专业的学生、科研工作者、从业人员——因为他们通常有大量的数据需要处理,但是大部分只是较为简单的分析。因此我们认为可以开发这样的一个项目,简化那些重复的机械的劳动。 开始使用这个项目,请阅读_使用说明.docx(中文使用手册)。

—— —— —— —— —— —— —— —— —— —— —— —— —— —— —— —— —— ——

metedraw 1.0 ——2022/2/11

【介绍】 4种常用时间分析方法:时间序列time_series、年变化year_mean、月变化month_mean和日变化hour_mean; 3个可选参数:scheme画图类型、range_adjustment坐标范围调整、color_list配色方案。

【功能特点】 1.自动解析时间(气象数据为时间序列,文件第一列为时间),支持多种时间格式; 2.自动筛选缺测值(文件中的Nan,或者用-999这样的数值标记的缺测值、异常值); 3.自动根据文件中变量数目,生成相应数目的子图; 4.自动调整子图排列方式、子图间距; 5.range_adjustment自动坐标范围调整,解决matplotlibs只能手动调整坐标刻度的问题,适合绘制气压等数据; 6.可配合matplotlib.pyplot使用,绘制更符合您需求的图片。

【作品展示】 示例1:2015-2020年沈阳市气象数据年变化(温度、露点、气压、风速) Shenyang_meteorological_annual_variation

Owner
Nephele
Atmospheric sciences&data analysis, studying in NUIST(Nanjing University of Information Science and Technology)
Nephele
Visualization ideas for data science

Nuance I use Nuance to curate varied visualization thoughts during my data scientist career. It is not yet a package but a list of small ideas. Welcom

Li Jiangchun 16 Nov 03, 2022
Plot toolbox based on Matplotlib, simple and elegant.

Elegant-Plot Plot toolbox based on Matplotlib, simple and elegant. 绘制效果 绘制过程 数据准备 每种图标类型的目录下有data.csv文件,依据样例数据填入自己的数据。

3 Jul 15, 2022
A data visualization curriculum of interactive notebooks.

A data visualization curriculum of interactive notebooks, using Vega-Lite and Altair. This repository contains a series of Python-based Jupyter notebooks.

UW Interactive Data Lab 1.2k Dec 30, 2022
Automatically generate GitHub activity!

Commit Bot Automatically generate GitHub activity! We've all wanted to be the developer that commits every day, but that requires a lot of work. Let's

Ricky 4 Jun 07, 2022
Tools for calculating and visualizing Elo-like ratings of MLB teams using Retosheet data

Overview This project uses historical baseball games data to calculate an Elo-like rating for MLB teams based on regular season match ups. The Elo rat

Lukas Owens 0 Aug 25, 2021
Tandem Mass Spectrum Prediction with Graph Transformers

MassFormer This is the original implementation of MassFormer, a graph transformer for small molecule MS/MS prediction. Check out the preprint on arxiv

Röst Lab 13 Oct 27, 2022
Visualizations for machine learning datasets

Introduction The facets project contains two visualizations for understanding and analyzing machine learning datasets: Facets Overview and Facets Dive

PAIR code 7.1k Jan 07, 2023
Use Perspective to create the chart for the trader’s dashboard

Task Overview | Installation Instructions | Link to Module 3 Introduction Experience Technology at JP Morgan Chase Try out what real work is like in t

Abdulazeez Jimoh 1 Jan 22, 2022
A Python library created to assist programmers with complex mathematical functions

libmaths was created not only as a learning experience for me, but as a way to make mathematical models in seconds for Python users using mat

Simple 73 Oct 02, 2022
Python ts2vg package provides high-performance algorithm implementations to build visibility graphs from time series data.

ts2vg: Time series to visibility graphs The Python ts2vg package provides high-performance algorithm implementations to build visibility graphs from t

Carlos Bergillos 26 Dec 17, 2022
clock_plot provides a simple way to visualize timeseries data, mapping 24 hours onto the 360 degrees of a polar plot

clock_plot clock_plot provides a simple way to visualize timeseries data mapping 24 hours onto the 360 degrees of a polar plot. For usage, please see

12 Aug 24, 2022
Turn a STAC catalog into a dask-based xarray

StackSTAC Turn a list of STAC items into a 4D xarray DataArray (dims: time, band, y, x), including reprojection to a common grid. The array is a lazy

Gabe Joseph 148 Dec 19, 2022
UNMAINTAINED! Renders beautiful SVG maps in Python.

Kartograph is not maintained anymore As you probably already guessed from the commit history in this repo, Kartograph.py is not maintained, which mean

1k Dec 09, 2022
Python toolkit for defining+simulating+visualizing+analyzing attractors, dynamical systems, iterated function systems, roulette curves, and more

Attractors A small module that provides functions and classes for very efficient simulation and rendering of iterated function systems; dynamical syst

1 Aug 04, 2021
Mattia Ficarelli 2 Mar 29, 2022
University of Missouri - Kansas City: CS451R: Capstone

CS451RC University of Missouri - Kansas City: CS451R: Capstone Installation cd git clone https://github.com/ala2q6/CS451RC.git cd CS451RC pip3 instal

Alex Arbuckle 1 Nov 17, 2021
Schema validation for Xarray objects

xarray-schema Schema validation for Xarray installation This package is in the early stages of development. Install it from source: pip install git+gi

carbonplan 22 Oct 31, 2022
Data aggregated from the reports found at the MCPS COVID Dashboard into a set of visualizations.

Montgomery County Public Schools COVID-19 Visualizer Contents About this project Data Support this project About this project Data All data we use can

James 3 Jan 19, 2022
Render tokei's output to interactive sunburst chart.

Render tokei's output to interactive sunburst chart.

134 Dec 15, 2022
Data Visualization Guide for Presentations, Reports, and Dashboards

This is a highly practical and example-based guide on visually representing data in reports and dashboards.

Anton Zhiyanov 395 Dec 29, 2022