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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name=viewport content="width=device-width, initial-scale=1"/>
<title>Stephen C. Sanders</title>
<meta name="author" content="Stephen C. Sanders">
<meta name="description" content="Stephen C. Sanders is a Data and GIS Analyst based in Buffalo, New York who specializes in demographics data, crime data, market data, and cartography.">
<meta name="keywords" content="GIS, GIS Analyst, data analyst, demographics, market research, ArcGIS Pro, QGIS, Python, web developer, web development, web design, Rochester, Buffalo, Brockport, New York, HTML, CSS, SCSS, WordPress development, website administration">
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<style>
.main-info {
animation: fadeInAnimation ease 4s;
animation-iteration-count: 1;
animation-fill-mode: forwards;
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0% {
opacity: 0;
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opacity: 1;
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</head>
<body id="body">
<!-- Main site section -->
<section class="main">
<div class="container">
<div class="row">
<div class="main-info text-center" id="main-info">
<h1>Stephen C. Sanders</h1>
<h3>|-- GIS & DATA ANALYSIS --|</h3>
<h5>BUFFALO, NEW YORK</h5>
<div class="nav-row">
<nav class="nav nav-pills">
<li role="presentation" class="nav-item"><a href="#about-me">About Me</a></li>
<li role="presentation" class="nav-item"><a href="#gis-projects">Projects</a></li>
<li role="presentation" class="nav-item"><a href="https://docs.google.com/document/d/1gRxa8-C3d4ukJk06IdGVyS72pZMYhuEkIzoEHGo0L2I/edit?usp=sharing" target="_blank">Resume</a></li>
<li role="presentation" class="nav-item"><a href="https://www.wikitree.com/wiki/Sanders-11855" target="_blank">Genealogy</a></li>
<li role="presentation" class="nav-item"><a href="https://philpeople.org/profiles/stephen-c-sanders" target="_blank">Essays</a></li>
</nav>
</div>
<div class="social-row">
<div class="social-icons">
<a href="https://www.linkedin.com/in/stephencsanders" target="_blank" class="btn btn-social-icon btn-lg btn-linkedin"><i class="fab fa-linkedin"><span class="seo-icon">L</span></i></a>
<a href="https://github.com/complxalgorithm" target="_blank" class="btn btn-social-icon btn-lg btn-github"><i class="fab fa-github-alt"><span class="seo-icon">G</span></i></a>
<!-- <a href="https://vsco.co/stephencsanders/" target="_blank" class="btn btn-social-icon btn-lg btn-vsco"><i class="fas fa-camera"><span class="seo-icon">V</span></i></a> -->
<a href="https://instagram.com/clydeman4" target="_blank" class="btn btn-social-icon btn-lg btn-instagram"><i class="fab fa-instagram"><span class="seo-icon">I</span></i></a>
<a href="https://www.facebook.com/Scsandman4/" target="_blank" class="btn btn-social-icon btn-lg btn-facebook"><i class="fab fa-facebook"><span class="seo-icon">F</span></i></a>
</div>
</div>
<div class="contact-row">
<button class="btn btn-lg" id="contact-button">Contact</button>
</div>
</div>
</div>
</div>
</section>
<section id="about-me" class="about-section part">
<div class="container">
<h2 class="sec-header about-header">About Me</h2>
<div class="row">
<div class="col-md-6">
<div class="about-img">
<img src="assets/img/me_2023.jpg" alt="Portrait picture of Stephen C. Sanders" class="abt-sec-img" />
</div>
</div>
<div class="col-md-6">
<div class="about-text">
<p>I'm Stephen C. Sanders, and I am currently a market research analyst working with demographics and market-level financial data. I am also an M.A. in Geography candidate at the <a href="https://www.buffalo.edu" target="_blank" class="link">University at Buffalo</a>. Previously, I completed an A.S. in Geography and Certificate in Geospatial Information Science and Technology (both with Distinction) at <a href="https://www.monroecc.edu" target="_blank" class="link">Monroe Community College</a>. I also completed a B.S. at <a href="https://brockport.edu/" target="_blank" class="link">SUNY Brockport</a>, where I majored in Philosophy and minored in Anthropology.</p>
<p>I have 2 years of experience using geographic information systems, specifically ArcGIS Pro and QGIS. I have programmed in Python extensively in my work, and can use the ArcPy, Pandas, GeoPandas, and Plotly libraries. In the past, I worked as a web developer for four years, mainly using WordPress, HTML5/CSS3 (SCSS, Bootstrap), and Git. I also acted as a website administrator for multiple client websites.</p>
<p>The main activity in which I partake outside of GIS is <a href="https://www.wikitree.com/genealogy/Sanders-Family-Tree-11855" target="_blank" class="link">genealogical research</a>. I have been researching my family tree for around five years. I enjoy research involving New York State, veterans of the American Civil War, <a href="https://en.wikipedia.org/wiki/Gottschee" target="_blank" class="link">Gottschee</a>, and Germany.</p>
<p>I am also an amateur philosopher (I have to put my philosophy degree to use somehow). I've written <a href="https://philpeople.org/profiles/stephen-c-sanders" target="_blank" class="link">some stuff</a> related to culture, society, and philosophical topics such as epistemology.</p>
</div>
</div>
</div>
</div>
</section>
<section id="gis-projects" class="projects-section part">
<div class="container">
<h2 class="sec-header proj-header">GIS Projects</h2>
<div class="row">
<div class="col-md-12">
<div class="project">
<div class="project-info">
<div class="project-title">
<h3>MCC & City of Traverse City Centerline QA/QC Project</h3>
</div>
<div class="project-years">
<h5 class="proj-yrs">Spring 2023</h5>
</div>
<div class="project-description">
<p class="proj-info">A systematic review of the city's centerline (road) GIS layer in relation to other datasets (e.g., Right of Way, parcels, County road data, aerial imagery) to flag issues or areas that need additional clarification. The main issues that needed to be marked are those concerning spatial accuracy, topology, dangles/gaps, missing data, and attribution. Any issue or anomaly was marked up using the provided mark-up layers with an issue type and comment, or they are identified in other output layers that would necessitate looking at certain attribution values to determine which features have certain issues (e.g., dangles/gaps, address continuity issues, railroad intersection points). The final deliverables will help the city assess the QA/QC after it has been delivered and make appropriate data changes to the Centerline layer.</p><br />
<p class="proj-info"></p>
<p class="proj-info">Included is a Python script called Intersect_By_Attribute_Merge.py. The script allows the user to intersect an input layer based on a specified field and attribution values with a polygon layer. An example usage is to figure out which City Local or Private roads intersect with the parcel data as a means of pinpointing issues pertaining to "Maintained By" attribution issues in the Centerline master layer. This is a fairly limited script that <i>requires</i> specifying the field (e.g., MAINTAS) and target attribution values of the field (e.g., City Local, Private) from the input layer (e.g., the Centerline layer) that are to be intersected in relation to a polygon layer (e.g., Parcels). If more than 1 attribution value is targeted, then the script will merge the resulting intersect layers into a single merge layer. You can then change the symbology of the merge layer to a graduated color scheme to visualize the features based on the targeted field values. This script may be converted into an ArcGIS Pro toolbox at some point in the future.</p><br />
<p class="proj-info" style="color: black;"><b>This was my capstone experience/internship through Monroe Community College in collaboration with the City of Traverse City, Michigan.</b></p>
</div>
</div>
<div class="project-img">
<a href="https://drive.google.com/file/d/1RPAf0BpJdvzI6yw3eqa8b-xHik30dXaZ/view?usp=sharing" target="_blank"><img src="./assets/img/projs/traverse-city.png" class="proj-img" /></a>
</div>
</div>
</div>
</div>
<div class="row">
<div class="col-md-4">
<div class="project">
<div class="project-img">
<a href="https://github.com/complxalgorithm/TweetKeywordMapper" target="_blank"><img src="./assets/img/projs/tweet-keyword-mapper.png" class="proj-img" /></a>
</div>
<div class="project-info">
<div class="project-title">
<h3>Tweet Keyword Mapper</h3>
</div>
<div class="project-years">
<h5 class="proj-yrs">April 2023 - Present</h5>
</div>
<div class="project-description">
<p class="proj-info">Search Twitter for Tweets containing a keyword, then write results to a CSV/XLSX file and/or map the results using ArcGIS Pro or GeoPandas. Tweet data can be imported from a CSV file/XLSX, with support for pulling data for multiple keywords in the same session. You can append your count results to shapefiles (ArcGIS Pro & GeoPandas) and feature classes within geodatabases (ArcGIS Pro). Written entirely in Python (Pandas/GeoPandas, ArcPy, Matplotlib).</p>
</div>
</div>
</div>
</div>
<div class="col-md-4">
<div class="project">
<div class="project-img">
<a href="https://drive.google.com/file/d/1tnPWN7bHaH60DgfAkdN0_-6r4IgPSKbY/view?usp=share_link" target="_blank"><img src="./assets/img/projs/food-deserts-and-oases.png" class="proj-img" /></a>
</div>
<div class="project-info">
<div class="project-title">
<h3>Food Deserts & Oases - Mapping Food Insecurity in Buffalo, New York</h3>
</div>
<div class="project-years">
<h5 class="proj-yrs">Fall 2022</h5>
</div>
<div class="project-description">
<p class="proj-info">Explores food insecurity in the City of Buffalo based on each census tract's poverty level and walking distance proximity to a grocery or corner store. Includes a chloropleth map that showcases the relationship between the above variables. Used a color scheme generated by <a href="https://paletton.com" target="_blank">Paletton.com</a>. Data obtained, analyzed, and displayed using QGIS, Google Sheets, Google Earth Pro, and Google Maps.</p>
</div>
</div>
</div>
</div>
<div class="col-md-4">
<div class="project">
<div class="project-img">
<a href="https://drive.google.com/file/d/1HTGKeI2h97gfPnOPI-kYxTFIsV9Lo81X/view?usp=sharing" target="_blank"><img src="./assets/img/projs/vegetation_changes_western_aral_sea.png" class="proj-img" /></a>
</div>
<div class="project-info">
<div class="project-title">
<h3>Determining Vegetation Changes on the Land Surrounding the Western Aral Sea</h3>
</div>
<div class="project-years">
<h5 class="proj-yrs">Fall 2022</h5>
</div>
<div class="project-description">
<p class="proj-info">Investigates any vegetation changes between 1989 and 2019 around the Western Aral Sea that have occurred due to the shrinkage of the Aral Sea, and how past and present restoration projects may have influenced these changes since they began. Also displays the extent of the shrinkage that the Aral Sea has undergone. Uses Landsat data from GLOVIS. Data analyzed in ArcGIS Pro.</p>
</div>
</div>
</div>
</div>
</div>
<div class="row">
<div class="col-md-4">
<div class="project">
<div class="project-img">
<a href="https://drive.google.com/file/d/1ozKcqTrvaFqrJvLwVE098KvQqUmP22No/view?usp=sharing" target="_blank"><img src="./assets/img/projs/the-digital-divide.png" class="proj-img" /></a>
</div>
<div class="project-info">
<div class="project-title">
<h3>The Digital Divide - Identifying Suitable Sites for New Public WiFi Locations in Rochester, NY</h3>
</div>
<div class="project-years">
<h5 class="proj-yrs">Spring 2022</h5>
</div>
<div class="project-description">
<p class="proj-info">Determines potential sites for new public WiFi locations in the City of Rochester based on which census tracts are most in need. Considers percentage of households without internet access, proximity to a preexisting free WiFi location, and population density of school-aged people. Data analyzed in ArcGIS Pro.</p>
</div>
</div>
</div>
</div>
<div class="col-md-4">
<div class="project">
<div class="project-img">
<a href="https://drive.google.com/file/d/1E8CCYoOhvsb1S6nNNqFwfKUg2FbGJg0Z/view?usp=sharing" target="_blank"><img src="./assets/img/projs/publicly-accessible-areas.png" class="proj-img" /></a>
</div>
<div class="project-info">
<div class="project-title">
<h3>Can Publicly Accessible Areas Alleviate Increasing Homicide Rates?</h3>
</div>
<div class="project-years">
<h5 class="proj-yrs">Intersession 2022</h5>
</div>
<div class="project-description">
<p class="proj-info">Investigates if there is a correlation between homicide rate, median household income level, and the number of parks, playgrounds, and other publicly accessible areas within census tracts of the City of Rochester. Data analyzed using ArcGIS Pro and Google Sheets.</p>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section id="other-projects" class="projects-section part">
<div class="container">
<h2 class="sec-header proj-header">Other Projects</h2>
<div class="row">
<div class="col-md-4">
<div class="project">
<div class="project-img">
<a href="./assets/docs/Indigenous_reindeer_herders_hold_key_to_Norway_climate_strategy.pdf" target="_blank"><img src="./assets/img/Sami_flag.png" class="proj-img" /></a>
</div>
<div class="project-info">
<div class="project-title">
<h3>Indigenous reindeer herders are under threat, but they could hold the key to Norway's climate strategy</h3>
</div>
<div class="project-years">
<h5 class="proj-yrs">Spring 2024</h5>
</div>
<div class="project-description">
<p class="proj-info">An opinion editorial about the importance of indigenous Sámi reindeer herders in Norway's climate change mitigation strategy. Written for GEO 503 - Environmental Governance at the University at Buffalo.</p>
</div>
</div>
</div>
</div>
<div class="col-md-4">
<div class="project">
<div class="project-img">
<a href="./assets/img/projs/Willow-Ridge-Kennels-Bernedoodle-Breeder-and-Trainer-in-Rochester-NY.png" target="_blank"><img src="./assets/img/projs/willow-ridge-kennels-website.png" alt="screenshot of Willow Ridge Kennels website" class="proj-img" /></a>
</div>
<div class="info-container">
<div class="project-info">
<div class="project-title">
<h3>Willow Ridge Kennels Site</h3>
</div>
<div class="project-years">
<h5 class="proj-yrs">Feb 2020 - Feb 2022</h5>
</div>
<div class="project-description">
<p class="proj-info">Willow Ridge Kennels of New York is a bernedoodle breeding and training business located in Rochester, New York. I designed and developed a WordPress website for them using the Baesick WordPress theme, which uses HTML/SCSS and Bootstrap. The site is hosted by BlueHost, and uses Google Analytics.</p>
</div>
</div>
</div>
</div>
</div>
<div class="col-md-4">
<div class="project">
<div class="project-img">
<a href="http://buffalofirefighters.com" target="_blank"><img src="./assets/img/projs/buffalo-firefighters-website.png" alt="screenshot of Buffalo Firefighters website" class="proj-img" /></a>
</div>
<div class="project-info">
<div class="project-title">
<h3>Buffalo Firefighters Site</h3>
</div>
<div class="project-years">
<h5 class="proj-yrs">Jun 2017 - Sep 2017</h5>
</div>
<div class="project-description">
<p class="proj-info">The website for the Buffalo Firefighters (Local 282) was developed by me in mid-to-late-2017 in collaboration with <a href="https://e3communications.com/" target="_blank" class="link">e3communications</a>, and is still used by them as their main source of communication with matters that concern the general public. The website was built using WordPress and is hosted by GoDaddy.</p>
</div>
</div>
</div>
</div>
</div>
<div class="row">
<div class="text-center">
<p class="proj-disclaim" style="color:white;font-size:1.5rem;padding-top:30px;">To see other websites and projects that I have worked on, you can look at the links under the relevant experiences on my <b><a href="https://www.linkedin.com/in/stephencsanders" target="_blank" style="color:black !important;">LinkedIn</a></b> profile.</p>
</div>
</div>
</div>
</section>
<section id="footer" class="footer-section">
<div class="container">
<div class="row">
<p>© 2024 Stephen C. Sanders. All rights reserved.</p>
</div>
</div>
</section>
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