{ "cells": [ { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "skip" } }, "source": [ "\n", "[*NBBinder test on a collection of notebooks about some thermodynamic properperties of water*](https://github.com/rmsrosa/nbbinder)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "skip" } }, "source": [ "\n", "\"Open\"Open\"View\"View " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "skip" } }, "source": [ "\n", "[<- Water Contents](00.00-Water_Contents.ipynb) | [Water Contents](00.00-Water_Contents.ipynb) | [References](BA.00-References.ipynb) | [Reading the Data ->](02.00-Data.ipynb)\n", "\n", "---\n" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Introduction\n", "\n", "Water is a fundamental element for life on Earth and is crucial for the dynamics of the planet." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "slideshow": { "slide_type": "skip" } }, "outputs": [], "source": [ "import io, base64\n", "from IPython.display import Image, HTML" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "image/jpeg": 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\n", "text/plain": [ "" ] }, "execution_count": 6, "metadata": { "image/jpeg": { "width": 448 } }, "output_type": "execute_result" } ], "source": [ "Image(filename='cachoeira_448x298.jpg', width=448) " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "In this brief note, we look at the dependency of the water density on the temperature, at sea level pressure and attempt to fit polynomial models to a certain set of available data." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "\n", "\n", "---\n", "[<- Water Contents](00.00-Water_Contents.ipynb) | [Water Contents](00.00-Water_Contents.ipynb) | [References](BA.00-References.ipynb) | [Reading the Data ->](02.00-Data.ipynb)" ] } ], "metadata": { "file_extension": ".py", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" }, "mimetype": "text/x-python", "name": "python", "npconvert_exporter": "python", "pygments_lexer": "ipython3", "version": 3 }, "nbformat": 4, "nbformat_minor": 4 }