diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..62c472e
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,2 @@
+.ipynb_checkpoints
+
diff --git a/README.md b/README.md
index bbe22bc..eb50bc8 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,7 @@
# snippets
Scripts, settings and environment options for better research and analysis
+
+## tri_heatmap: Heatmaps in matplotlib
+This directory includes a notebook that gives some guidance on plotting 2D
+heatmaps in matplotlib given the existence of X, Y, Z experimental data. Note
+this was developed for and is thus ideal for an irregular X-Y grid.
diff --git a/tri_heatmap/README.md b/tri_heatmap/README.md
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+++ b/tri_heatmap/README.md
@@ -0,0 +1,13 @@
+# Heatmaps in matplotlib
+Given X, Y, Z experimental data suited to heatmap plotting, one can follow the
+steps in this notebook to get a surface plot with a colorbar. This notebook
+shows three varieties of surface plots using toy data.
+
+For all plots, it first uses triangulation on the X, Y data to form a
+triangular grid (and normalizes the colors to the z range). There are three
+methods used to plot the surface:
+1. tricontourf
+2. tripcolor with flat shading
+3. tripcolor with Gourard shading
+
+Note that the color bar is only smoothed with tripcolor.
diff --git a/tri_heatmap/heatmap.ipynb b/tri_heatmap/heatmap.ipynb
new file mode 100644
index 0000000..2b93193
--- /dev/null
+++ b/tri_heatmap/heatmap.ipynb
@@ -0,0 +1,284 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import matplotlib\n",
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.tri as tri\n",
+ "from matplotlib.colors import Normalize\n",
+ "%matplotlib inline"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Data Preparation\n",
+ "This method may be sensitive to this"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
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+ "\n",
+ "
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+ " \n",
+ " \n",
+ " \n",
+ " x \n",
+ " y \n",
+ " z \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 756 \n",
+ " 14.859184 \n",
+ " 0.161097 \n",
+ " 0.144283 \n",
+ " \n",
+ " \n",
+ " 223 \n",
+ " 25.145084 \n",
+ " 0.057305 \n",
+ " 0.140861 \n",
+ " \n",
+ " \n",
+ " 127 \n",
+ " 99.037660 \n",
+ " 2.631374 \n",
+ " 0.548521 \n",
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+ " \n",
+ " \n",
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+ " 0.391006 \n",
+ " \n",
+ " \n",
+ "
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+ "
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+ ],
+ "text/plain": [
+ " x y z\n",
+ "756 14.859184 0.161097 0.144283\n",
+ "223 25.145084 0.057305 0.140861\n",
+ "127 99.037660 2.631374 0.548521\n",
+ "628 87.525284 1.999832 0.868784\n",
+ "723 28.348595 0.855928 0.391006"
+ ]
+ },
+ "execution_count": 2,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "zmin = 0\n",
+ "zmax = 1\n",
+ "\n",
+ "xlist = np.random.uniform(low=0, high=100, size=(1000,))\n",
+ "ylist = np.random.uniform(low=0, high=10, size=(1000,))\n",
+ "zlist = np.random.uniform(low=zmin, high=zmax, size=(1000,))\n",
+ "\n",
+ "xyz = pd.DataFrame({'x' : xlist, 'y' : ylist, 'z' : zlist})\n",
+ "\n",
+ "x = xyz['x']\n",
+ "y = xyz['y']\n",
+ "z = xyz['z']\n",
+ "\n",
+ "xyz.sample(5)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "norm = Normalize(vmin=zmin, vmax=zmax, clip=True)\n",
+ "\n",
+ "triang = tri.Triangulation(x, y)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Tricontourf\n",
+ "#### Note colorbar is not smoothed using this method"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig = plt.figure(figsize=(10, 7))\n",
+ "ax = fig.add_subplot(111)\n",
+ "\n",
+ "surf = ax.tricontourf(triang, z, norm=norm, cmap=matplotlib.cm.viridis)\n",
+ "\n",
+ "cbar = fig.colorbar(surf)\n",
+ "cbar.ax.set_ylabel('z label', size=20, labelpad=15)\n",
+ "ax.set_xlabel('x label', fontsize=20, labelpad=15)\n",
+ "ax.set_ylabel('y label', fontsize=20, labelpad=15)\n",
+ "ax.set_title('Title', fontsize=20, pad=15)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Tripcolor\n",
+ "#### Note colorbar IS smoothed using this method\n",
+ "### Flat Shading"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig = plt.figure(figsize=(10, 7))\n",
+ "ax = fig.add_subplot(111)\n",
+ "\n",
+ "surf = ax.tripcolor(triang, z, norm=norm, cmap=matplotlib.cm.viridis, shading='flat')\n",
+ "\n",
+ "cbar = fig.colorbar(surf)\n",
+ "cbar.ax.set_ylabel('z label', size=20, labelpad=15)\n",
+ "ax.set_xlabel('x label', fontsize=20, labelpad=15)\n",
+ "ax.set_ylabel('y label', fontsize=20, labelpad=15)\n",
+ "ax.set_title('Title', fontsize=20, pad=15)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Tripcolor \n",
+ "### Gouraud Shading"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig = plt.figure(figsize=(10, 7))\n",
+ "ax = fig.add_subplot(111)\n",
+ "\n",
+ "surf = ax.tripcolor(triang, z, norm=norm, cmap=matplotlib.cm.viridis, shading='gouraud')\n",
+ "\n",
+ "cbar = fig.colorbar(surf)\n",
+ "cbar.ax.set_ylabel('z label', size=20, labelpad=15)\n",
+ "ax.set_xlabel('x label', fontsize=20, labelpad=15)\n",
+ "ax.set_ylabel('y label', fontsize=20, labelpad=15)\n",
+ "ax.set_title('Title', fontsize=20, pad=15)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "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": "3.6.9"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}