From ac9ddce7970bbe55dae458c7eea340739c23f795 Mon Sep 17 00:00:00 2001
From: Tom <thomas.hodson@ecmwf.int>
Date: Mon, 14 Aug 2023 12:11:49 +0100
Subject: [PATCH] add running blog post

---
 _posts/2023-08-13-half-marathon.md            |   58 +
 assets/blog/running/time_vs_distance.png      |  Bin 31756 -> 23068 bytes
 assets/blog/running/time_vs_distance.svg      | 1279 +++++++----------
 .../running/time_vs_distance_plus_hist.svg    | 1256 ++++++++--------
 run.sh                                        |    2 +-
 5 files changed, 1232 insertions(+), 1363 deletions(-)
 create mode 100644 _posts/2023-08-13-half-marathon.md

diff --git a/_posts/2023-08-13-half-marathon.md b/_posts/2023-08-13-half-marathon.md
new file mode 100644
index 0000000..b43606f
--- /dev/null
+++ b/_posts/2023-08-13-half-marathon.md
@@ -0,0 +1,58 @@
+---
+title: My First Half Marathon!
+layout: post
+image: /assets/blog/running/time_vs_distance.svg
+social_image: /assets/blog/running/time_vs_distance.png
+alt: A scatter graph of run time vs run distance for all my runs on strava. It shows that I mainly run between 5 and 6 min per kilometer, regardless of distance 
+---
+
+I recently ran my first half marathon! I'm also signed up for a full marathon in October. 😬
+
+Anyway, to celebrate the occasion and because I have now have a reason to think about how fast I might run a particular distance. I had a look at my historical run data. There's a great website called [statshunter](https://www.statshunters.com/) that you can authorise to Strava and from which you can download a little csv of all your runs. The first logical thing I could think to do is to see how fast I tend to run different distances.
+
+<figure>
+<img src="/assets/blog/running/time_vs_distance_plus_hist.svg"/>
+<figcaption>
+So it's pretty much a straight line. This is telling me what I kinda already knew: I'm comfortable running between 5 and 7 mins/km and that's basically how fast I always run regardless of distance. 
+</figcaption>
+</figure>
+
+A friend lent me a huge running book which I'm going to dig through more but I suspect one of the conclusions will be a bit obvious: I could run those shorter distances a lot faster.
+
+That same friend also lent me a heart rate watch which I've been playing with. So the next thing I want to learn about is what type of heart rates you should target when you train for a particular event. 
+
+
+Code:
+
+```python
+from matplotlib import pyplot as plt
+import numpy as np
+from datetime import datetime
+import pandas as pd
+
+runs = pd.read_csv("runs.csv", parse_dates = ["Date"]) # Get this from statshunter.com
+
+f, (ax2, ax) = plt.subplots(nrows=2, figsize = (5,5), sharex = True,
+                           gridspec_kw = dict(height_ratios = (1,2)))
+
+ax.set(ylabel = "Moving Time (mins)", xlabel = "Distance (km)")
+
+x = runs["Distance (m)"].values/1e3
+y = runs["Moving time"].values/60
+
+dists = np.linspace(1, 25, 2)
+for i in [5,6,7]:
+    mins_per_km = i * dists
+    ax.plot(dists, mins_per_km, color = "black", linestyle = "dotted", label = f"{i} min/km")
+    ax.text(25.5, 25*i, f"{i} min/km", va = "center")
+
+ax.annotate("Half Marathon!", (x[0], y[0]-1), (20, 50), arrowprops = dict(arrowstyle = "->"))
+
+ax.scatter(x, y, s=20, alpha = 0.6*fade_out_by_date(runs["Date"]))
+for a in [ax, ax2]: a.spines[['right', 'top']].set_visible(False)
+
+ax2.hist(x, bins = 30, alpha = 0.5)
+ax2.set(yticks=[], ylabel = "Frequency Density")
+
+f.savefig("time_vs_distance_plus_hist.svg", transparent=True)
+```
\ No newline at end of file
diff --git a/assets/blog/running/time_vs_distance.png b/assets/blog/running/time_vs_distance.png
index 9c896367b4fe459742d156f74e74e605d9d2c7b7..bdae8f2dafa41da561156835d2b645f0de279107 100644
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+L 311.318182 160.036364 
+" clip-path="url(#pfe34a7b2e2)" style="fill: none; stroke-dasharray: 1.5,2.475; stroke-dashoffset: 0; stroke: #000000; stroke-width: 1.5"/>
    </g>
    <g id="patch_36">
-    <path d="M 63 384.48 
-L 63 182.88 
+    <path d="M 45 320.4 
+L 45 152.4 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_37">
-    <path d="M 63 384.48 
-L 453.6 384.48 
+    <path d="M 45 320.4 
+L 324 320.4 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_18">
     <!-- 5 min/km -->
-    <g transform="translate(443.243182 248.706755) scale(0.1 -0.1)">
+    <g transform="translate(316.602273 207.715525) scale(0.1 -0.1)">
      <defs>
       <path id="DejaVuSans-2f" d="M 1625 4666 
 L 2156 4666 
@@ -1822,7 +1822,7 @@ z
    </g>
    <g id="text_19">
     <!-- 6 min/km -->
-    <g transform="translate(443.243182 221.754883) scale(0.1 -0.1)">
+    <g transform="translate(316.602273 185.255632) scale(0.1 -0.1)">
      <defs>
       <path id="DejaVuSans-36" d="M 2113 2584 
 Q 1688 2584 1439 2293 
@@ -1867,7 +1867,7 @@ z
    </g>
    <g id="text_20">
     <!-- 7 min/km -->
-    <g transform="translate(443.243182 194.803011) scale(0.1 -0.1)">
+    <g transform="translate(316.602273 162.795739) scale(0.1 -0.1)">
      <use xlink:href="#DejaVuSans-37"/>
      <use xlink:href="#DejaVuSans-20" x="63.623047"/>
      <use xlink:href="#DejaVuSans-6d" x="95.410156"/>
@@ -1879,17 +1879,17 @@ z
     </g>
    </g>
    <g id="patch_38">
-    <path d="M 396.710426 315.283383 
-Q 387.062568 282.519965 377.73053 250.829049 
+    <path d="M 292.220106 260.895959 
+Q 281.089109 234.632989 270.394399 209.399414 
 " style="fill: none; stroke: #000000; stroke-linecap: round"/>
-    <path d="M 376.941893 255.2311 
-L 377.73053 250.829049 
-L 380.778989 254.101189 
+    <path d="M 270.113869 213.862742 
+L 270.394399 209.399414 
+L 273.796744 212.301835 
 " style="fill: none; stroke: #000000; stroke-linecap: round"/>
    </g>
    <g id="text_21">
     <!-- Half Marathon! -->
-    <g transform="translate(361.868182 326.802995) scale(0.1 -0.1)">
+    <g transform="translate(258.477273 272.335829) scale(0.1 -0.1)">
      <defs>
       <path id="DejaVuSans-48" d="M 628 4666 
 L 1259 4666 
@@ -1988,11 +1988,11 @@ z
   </g>
  </g>
  <defs>
-  <clipPath id="p8501afe8a0">
-   <rect x="63" y="51.84" width="390.6" height="100.8"/>
+  <clipPath id="pd8b7aec6a1">
+   <rect x="45" y="43.2" width="279" height="84"/>
   </clipPath>
-  <clipPath id="p9c308aec6e">
-   <rect x="63" y="182.88" width="390.6" height="201.6"/>
+  <clipPath id="pfe34a7b2e2">
+   <rect x="45" y="152.4" width="279" height="168"/>
   </clipPath>
  </defs>
 </svg>
diff --git a/run.sh b/run.sh
index aad51a1..47dce04 100755
--- a/run.sh
+++ b/run.sh
@@ -1,3 +1,3 @@
 #!/usr/bin/env bash
-sleep 3 && open --url http://0.0.0.0:4000 &
+sleep 5 && open --url http://0.0.0.0:4000 &
 bundle exec jekyll serve --draft --future
\ No newline at end of file