diff --git a/.DS_Store b/.DS_Store
new file mode 100644
index 0000000..dc1a17f
Binary files /dev/null and b/.DS_Store differ
diff --git a/wayback_machine_scraper/__main__.py b/wayback_machine_scraper/__main__.py
index 3984dbb..79ec3f2 100644
--- a/wayback_machine_scraper/__main__.py
+++ b/wayback_machine_scraper/__main__.py
@@ -1,10 +1,10 @@
 import argparse
-from pkg_resources import get_distribution
+from importlib_metadata import distribution
 
 from scrapy.crawler import CrawlerProcess
 from scrapy.settings import Settings
 
-from .mirror_spider import MirrorSpider
+from mirror_spider import MirrorSpider
 
 
 def main():
@@ -21,7 +21,7 @@ def main():
         'USER_AGENT': (
             'Wayback Machine Scraper/{0} '
             '(+https://github.com/sangaline/scrapy-wayback-machine)'
-        ).format(get_distribution('wayback-machine-scraper').version),
+        ).format(distribution('wayback-machine-scraper').version),
         'LOG_LEVEL': 'DEBUG' if args.verbose else 'INFO',
         'DOWNLOADER_MIDDLEWARES': {
             'scrapy_wayback_machine.WaybackMachineMiddleware': 5,
diff --git a/wayback_machine_scraper/scrape_nyt.py b/wayback_machine_scraper/scrape_nyt.py
new file mode 100644
index 0000000..f938a1f
--- /dev/null
+++ b/wayback_machine_scraper/scrape_nyt.py
@@ -0,0 +1,63 @@
+from bs4 import BeautifulSoup
+import datetime
+import subprocess
+import time
+import os
+
+def extract_links(file_path, class_name):
+    # Open and read the .snapshot file
+    with open(file_path, 'r', encoding='utf-8') as file:
+        html_content = file.read()
+
+    # Parse the HTML content using BeautifulSoup
+    soup = BeautifulSoup(html_content, 'lxml')
+
+    links = []
+
+    for link in soup.find_all('a', class_ = class_name):
+        href = link.get('href')
+        if href:
+            links.append(href)
+    return links
+
+
+# get time range
+def get_time(file_path):
+    file_name = file_path.split('/')[-1]
+    time_str = file_name.split('.')[0]
+
+    return time_str
+
+
+# convert string date time to unix timestamp
+def convert_to_unix(date_time_str):
+    date_time_obj = datetime.datetime.strptime(date_time_str, '%Y%m%d%H%M%S')
+    timestamp = str(int(date_time_obj.timestamp()))
+    return timestamp
+
+
+if __name__ == '__main__':
+    # Path to your .snapshot files
+    dir_path = 'www.nytimes.com'
+    file_ls = []
+    for (dir_path, dir_names, file_names) in os.walk(dir_path):
+        # file_path = 'nytimes/20240128031617.snapshot'
+        for file_name in file_names:
+            if file_name.endswith('.snapshot') and file_name not in file_ls:
+                file_ls.append(file_name)
+        
+        # # don't look inside any subdirectory
+        # break
+    print(file_ls)
+    
+    for file_name in file_ls[1:]:
+        file_path = os.path.join(dir_path, file_name)
+        # extract links from the .snapshot file
+        links = extract_links(file_path, 'css-9mylee')
+        time = get_time(file_path)
+
+        for link in links:
+            # get the file name without prefix
+            link = link.split('www.')[-1]
+            shell_command = 'wayback-machine-scraper -f ' + time + ' -t ' + time + ' -a "' + link + '$" ' + link
+            subprocess.Popen(shell_command, shell=True)
\ No newline at end of file
diff --git a/wayback_machine_scraper/scrape_reuters.py b/wayback_machine_scraper/scrape_reuters.py
new file mode 100644
index 0000000..f938a1f
--- /dev/null
+++ b/wayback_machine_scraper/scrape_reuters.py
@@ -0,0 +1,63 @@
+from bs4 import BeautifulSoup
+import datetime
+import subprocess
+import time
+import os
+
+def extract_links(file_path, class_name):
+    # Open and read the .snapshot file
+    with open(file_path, 'r', encoding='utf-8') as file:
+        html_content = file.read()
+
+    # Parse the HTML content using BeautifulSoup
+    soup = BeautifulSoup(html_content, 'lxml')
+
+    links = []
+
+    for link in soup.find_all('a', class_ = class_name):
+        href = link.get('href')
+        if href:
+            links.append(href)
+    return links
+
+
+# get time range
+def get_time(file_path):
+    file_name = file_path.split('/')[-1]
+    time_str = file_name.split('.')[0]
+
+    return time_str
+
+
+# convert string date time to unix timestamp
+def convert_to_unix(date_time_str):
+    date_time_obj = datetime.datetime.strptime(date_time_str, '%Y%m%d%H%M%S')
+    timestamp = str(int(date_time_obj.timestamp()))
+    return timestamp
+
+
+if __name__ == '__main__':
+    # Path to your .snapshot files
+    dir_path = 'www.nytimes.com'
+    file_ls = []
+    for (dir_path, dir_names, file_names) in os.walk(dir_path):
+        # file_path = 'nytimes/20240128031617.snapshot'
+        for file_name in file_names:
+            if file_name.endswith('.snapshot') and file_name not in file_ls:
+                file_ls.append(file_name)
+        
+        # # don't look inside any subdirectory
+        # break
+    print(file_ls)
+    
+    for file_name in file_ls[1:]:
+        file_path = os.path.join(dir_path, file_name)
+        # extract links from the .snapshot file
+        links = extract_links(file_path, 'css-9mylee')
+        time = get_time(file_path)
+
+        for link in links:
+            # get the file name without prefix
+            link = link.split('www.')[-1]
+            shell_command = 'wayback-machine-scraper -f ' + time + ' -t ' + time + ' -a "' + link + '$" ' + link
+            subprocess.Popen(shell_command, shell=True)
\ No newline at end of file