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    <loc>https://www.shaunwmccarthy.com/data-visualizations</loc>
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    <lastmod>2022-11-28</lastmod>
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  <url>
    <loc>https://www.shaunwmccarthy.com/data-visualizations/2022/11/27/whats-an-impressive-marathon-time</loc>
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    <priority>0.5</priority>
    <lastmod>2022-11-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59a5e4cc197aeac2480e7635/9f05e25b-dc03-4d0b-91d5-842e822c6ee7/marathon_percentile.png</image:loc>
      <image:title>Data Visualizations - How Fast is a NYC Marathon? - Make it stand out</image:title>
      <image:caption>Percentile of runners from slowest on the left to fastest on the right. The numbers on the bottom are their marathon finishing time How to Interpret: 6.1 on the bottom is 6 hours and 6 minutes, so the chart at this point represents the percentage of runners that finished the marathon in slower than 6.1 hours (&gt;6:06:00), which is about 8% on average, i.e. if you finished the marathon around this time you are in the 8th percentile</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59a5e4cc197aeac2480e7635/b7c80610-afc0-4435-a8a0-af0218521367/marathon_distribution_1min.png</image:loc>
      <image:title>Data Visualizations - How Fast is a NYC Marathon? - Make it stand out</image:title>
      <image:caption>Percentage of runners who fall in each 1 minute range (every 10 min on x axis). The hour and half hour mark spikes have been labeled How to Interpret: (5:59,6:00] are the percentage of runners that finished the marathon after between 5:59:01 and 6:00:00</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59a5e4cc197aeac2480e7635/b4aa7acd-844e-492c-8af3-cb80ab9c8622/marathon_distribution.png</image:loc>
      <image:title>Data Visualizations - How Fast is a NYC Marathon? - Make it stand out</image:title>
      <image:caption>Percentage of runners who fall in each 6 minute range. The hour and half hour marks have been highlighted (i.e. sub four hours, sub 4.5 hours, etc.) How to Interpret: (6.1,6.2] are the percentage of runners that finished the marathon between 6.1 and 6.2 hours (6:06:00 &lt; Time &lt;= 6:12:00), nearly 1% of runners</image:caption>
    </image:image>
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  <url>
    <loc>https://www.shaunwmccarthy.com/data-visualizations/2022/8/4/solving-are-you-the-one</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-08-29</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59a5e4cc197aeac2480e7635/42615b81-f874-479c-a4f9-37837bf775d7/ayto_2.png</image:loc>
      <image:title>Data Visualizations - Solving "Are You The One?" - Make it stand out</image:title>
      <image:caption>Are You The One possible solutions. Each grey line is a simulated game. The blue and red are the ‘luckiest’ game and ‘unluckiest’ game and the dotted black is the ‘median’ game.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59a5e4cc197aeac2480e7635/b0fadc3f-bd12-4c9d-b456-be5b01783c56/ayto_histogram_4.png</image:loc>
      <image:title>Data Visualizations - Solving "Are You The One?" - Make it stand out</image:title>
      <image:caption>Percentage of simulations which arrive at one possible solution per night the single solution is guaranteed</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.shaunwmccarthy.com/data-visualizations/2021/12/22/the-top-10-of-climbers-mountain-project-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-08-13</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59a5e4cc197aeac2480e7635/da36bbd8-10f7-4542-bdb7-9bd1f1096294/sport_by_crag_avg.png</image:loc>
      <image:title>Data Visualizations - The Top 10% of Climbers: Mountain Project Data - Make it stand out</image:title>
      <image:caption>An average of the distribution for the 5 crags. This can give us an idea of the average North American grade distribution for sport climbing, and based on percentile of climbers we can group climbers in to approximate buckets: 5.5-5.9: New to the sport 5.10: About average, somewhere between top 25%-50% 5.11: Advanced in the sport, likely in the top 10%-20% of climbers 5.12: An elite in the sport, in the top 10% of climbers 5.13: One of the best in the USA, in the top 1%</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59a5e4cc197aeac2480e7635/1e90f298-8a8a-40c3-9798-ca6551bab5e8/sport_by_crag.png</image:loc>
      <image:title>Data Visualizations - The Top 10% of Climbers: Mountain Project Data - Make it stand out</image:title>
      <image:caption>How to read: If you consistently climb 5.11d in Boulder Canyon you are in the 91st percentile of climbers in Boulder Canyon (i.e. the top 9% of climbers) The distribution was surprisingly tight, and aligned reasonably close to my intuition about how grades are distributed, Since they are close to each other, it may be interesting to take the average of each crag (not weighted by total climbers, each crag represented equally) to get an idea of a more general distribution</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59a5e4cc197aeac2480e7635/eab93e4c-630a-43a6-9473-75897781ae5e/lead_by_crag.png</image:loc>
      <image:title>Data Visualizations - The Top 10% of Climbers: Mountain Project Data - Make it stand out</image:title>
      <image:caption>Note: Trad climbing grades have several additional layer of complexity, including protection rating, sections of aid climbing, and can be several pitches in length. Everything is included here without additional consideration which causes the band to be slightly wider for trad climbing</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59a5e4cc197aeac2480e7635/c0bc7ac0-3140-4e25-92ee-38938476c63b/lead_sport_avg.png</image:loc>
      <image:title>Data Visualizations - The Top 10% of Climbers: Mountain Project Data - Make it stand out</image:title>
      <image:caption>The band for Lead Climbers is farther left than the band for Sport climbers. Lead climbing requires additional technical skills and can often be a bit scarier to accomplish. Lead climbing People may be less likely to push their grade, so those that do quickly rise to higher percentiles</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59a5e4cc197aeac2480e7635/9acef0f7-cbca-4247-8798-1c0fc2df8777/lead_sport_all_climbs.png</image:loc>
      <image:title>Data Visualizations - The Top 10% of Climbers: Mountain Project Data - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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  <url>
    <loc>https://www.shaunwmccarthy.com/data-visualizations/2021/12/22/setting-vs-sending-the-cliffs-at-lic</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-12-22</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59a5e4cc197aeac2480e7635/8e41ecfc-abc0-4621-bd00-bfc6dd8f77b9/cliffs_chart.png</image:loc>
      <image:title>Data Visualizations - Setting vs Sending: The Cliffs at LIC - Make it stand out</image:title>
      <image:caption>Available Climbs: Cumulative percent of climbs available at The Cliffs by difficulty (grade). The route setters reset the entire gym every few months, this data pulled climbs from March to October 2021 Highest Grade Achieved: Cumulative percent of guests who have ever achieved a difficulty. Typically, climbers will “project” a particularly difficult climb for their ability. This acts as an upper bound of a climbers ability (or in this case, a community’s ability) but is not the best way to measure what people are typically climbing. Ideally this line would be lower than the Available Climbs. Average of Top 10 Grades: Cumulative percent of guests who are able to consistently climb a difficulty. Ideally the routes available would be close to this line to keep climbers at all levels appropriately engaged.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59a5e4cc197aeac2480e7635/e4cf462c-732b-4c37-937a-5e94fb603be7/theCliffs.png</image:loc>
      <image:title>Data Visualizations - Setting vs Sending: The Cliffs at LIC - Make it stand out</image:title>
      <image:caption>Data gathered from the Vertical-Life App for The Cliffs at LIC - 2021</image:caption>
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    <loc>https://www.shaunwmccarthy.com/data-visualizations/category/Climbing</loc>
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    <loc>https://www.shaunwmccarthy.com/data-visualizations/tag/Indoor+Climbing</loc>
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    <loc>https://www.shaunwmccarthy.com/data-visualizations/tag/Outdoor+Climbing</loc>
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    <loc>https://www.shaunwmccarthy.com/data-visualizations/tag/Cliffs+at+LIC</loc>
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    <loc>https://www.shaunwmccarthy.com/data-visualizations/tag/Mountain+Project</loc>
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    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2019-03-20</lastmod>
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      <image:title>Contact</image:title>
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    <loc>https://www.shaunwmccarthy.com/career</loc>
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    <priority>1.0</priority>
    <lastmod>2025-01-23</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59a5e4cc197aeac2480e7635/1553045382723-A11U9QV019TFEU75Q553/Soft+Skills+%28PS%29.png</image:loc>
      <image:title>Career Overview</image:title>
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      <image:title>Career Overview</image:title>
      <image:caption>An overview of the computer skills I have developed</image:caption>
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    <loc>https://www.shaunwmccarthy.com/resume</loc>
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    <lastmod>2021-12-22</lastmod>
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      <image:title>Resume</image:title>
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