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wokech · Dec 7, 2023 · e92b637 · e92b637
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diff --git a/_site/0_unpublished/danger_disturb.html b/_site/0_unpublished/danger_disturb.html
@@ -321,7 +321,7 @@ <h1 class="title">Code Along With Me (Episode 1)</h1>
 
 <section id="introduction" class="level1">
 <h1>Introduction</h1>
-<p>In February 2023, the government of Kenya described six counties as “disturbed” and “dangerous.” This is because in the preceding six months, over 100 civilians and 16 police officers have lost their lives as criminals engaged in banditry and livestock theft have terrorized the rural villages. One of the main causes of the conflict is livestock theft, therefore, the goal of this analysis is to perform an exploratory data analysis of livestock numbers from the Kenya Population and Housing Census (2019) report.</p>
+<p>In February 2023, the government of Kenya described six counties as “disturbed” and “dangerous.” This is because in the preceding six months, over 100 civilians and 16 police officers have lost their lives, as criminals engaged in banditry have terrorized the rural villages. One of the main causes of the conflict is livestock theft, therefore, my goal is to perform an exploratory data analysis of livestock numbers from the Kenya Population and Housing Census (2019) report.</p>
 <p>References</p>
 <ol type="1">
 <li><a href="https://nation.africa/kenya/news/killing-fields-kdf-police-versus-bandits-who-will-prevail--4122912">Nation Media News Brief</a></li>
@@ -915,9 +915,9 @@ <h2 class="anchored" data-anchor-id="f-number-of-pastoral-livestock-per-househol
 </section>
 <section id="section-5-conclusion" class="level1">
 <h1>Section 5: Conclusion</h1>
-<p>The goal of this analysis was to look at pastoral livestock distributions….</p>
-<p>Show the reader how to plot….</p>
-<p>Conclude that…</p>
+<p>In this post, I have assessed the pastoral livestock (indigenous cattle, sheep, and goats) populations in the Kenyan counties described as “disturbed and dangerous.” A major contributor to this classification is the banditry, livestock theft, and limited amounts of pasture and water available to livestock owners. To get a better sense of the number of households engaged in farming and the pastoral livestock populations in these counties, I performed an exploratory data analysis and visualized my results.</p>
+<p>Key findings from the study were that: 1. Turkana and Samburu had some of the highest numbers of pastoral livestock, yet they had the fewest numbers of households engaged in farming. This meant that both these counties had the highest average livestock to farming household ratios in the region (Turkana: 55 per household and Samburu: 36 per household). 2. The top three (3) subcounties with the highest average ratios of pastoral livestock to farming households were in Turkana. They included Turkana East (126), Kibish (96), and Turkana West (56). Surprisingly, counties such as Keiyo North (4), Koibatek (4), and Nyahururu (4) had very low ratios of pastoral livestock to farming household ratios despite having relatively high numbers of farming households. This may have resulted from the unsuitability of the land for grazing animals, small average land sizes per farming household, a switch to exotic dairy and beef livestock, or simply, a preference for crop, rather than livestock farming.</p>
+<p>In the next analysis, I will assess the livestock numbers per area (square kilometers), the numbers of indigenous cattle, sheep, and goats in every county and subcounty, as well as the other animal husbandry and/or crop farming activities that take place in the region. The reader is encouraged to use this code and data package (rKenyaCensus) to come up with their own analyses to share with the world.</p>
 
 
 </section>

diff --git a/_site/blog.html b/_site/blog.html
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diff --git a/_site/site_libs/bootstrap/bootstrap.min.css b/_site/site_libs/bootstrap/bootstrap.min.css
diff --git a/_site/sitemap.xml b/_site/sitemap.xml
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