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# Leaflet cluster map of talk locationsimport frontmatterimport globimport getorgfrom geopy import Nominatimfrom geopy.exc import GeocoderTimedOut
TIMEOUT = 5g = glob.glob("_talks/*.md")geocoder = Nominatim(user_agent="academicpages.github.io")location_dict = {}
for file in g:    data = frontmatter.load(file)    data = data.to_dict()    if 'location' not in data:        continue            title = data['title'].strip()    venue = data['venue'].strip()    location = data['location'].strip()    description = f"{title}<br />{venue}; {location}"        try:        location_dict[description] = geocoder.geocode(location, timeout=TIMEOUT)        print(description, location_dict[description])    except Exception as ex:        print(f"Error processing {location}: {ex}")
m = getorg.orgmap.create_map_obj()getorg.orgmap.output_html_cluster_map(location_dict, folder_name="talkmap", hashed_usernames=False)

# Publications markdown generatorimport pandas as pdimport os
publications = pd.read_csv("publications.tsv", sep="\t", header=0)
html_escape_table = {"&": "&", '"': """, "'": "'"}
def html_escape(text):    return "".join(html_escape_table.get(c,c) for c in text)
for row, item in publications.iterrows():    md_filename = f"{item.pub_date}-{item.url_slug}.md"    html_filename = f"{item.pub_date}-{item.url_slug}"    year = item.pub_date[:4]        md = f"""---title: "{item.title}"collection: publicationspermalink: /publication/{html_filename}date: {item.pub_date}venue: '{html_escape(item.venue)}'"""
    if len(str(item.excerpt)) > 5:        md += f"\nexcerpt: '{html_escape(item.excerpt)}'"    if len(str(item.paper_url)) > 5:        md += f"\npaperurl: '{item.paper_url}'"        md += f"\ncitation: '{html_escape(item.citation)}'\n---\n"        if len(str(item.paper_url)) > 5:        md += f"\n<a href='{item.paper_url}'>Download paper here</a>\n"    if len(str(item.excerpt)) > 5:        md += f"\n{html_escape(item.excerpt)}\n"        md += f"\nRecommended citation: {item.citation}"        with open(f"../_publications/{md_filename}", 'w') as f:        f.write(md)