diff --git a/readme.md b/readme.md
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 ## Just another repo of Python scripts
 
-1. **01_remove_all_pyc.md**: remove all *.pyc* files from a git repo
-1. **02_find_all_links.py**: get all links from a webpage
-1. **03_simple_twitter_manager.py**: accessing the Twitter API, example functions
-1. **04_rename_with_slice.py**: rename group of files, within a single directory, using slice
-1. **05_load_json_without_dupes.py**: load JSON, convert to dict, raise error if there is a duplicate key
-1. **06_execution_time.py**: class used for timing execution of code
-1. **07_benchmark_permissions_loading_django.py**: benchmark loading of permissions in Django
-1. **08_basic_email_web_crawler.py**: web crawler for grabbing emails from a website
-1. **09_basic_link_web_crawler.py**: web crawler for grabbing links from a website
-1. **10_find_files_recursively.py**: recursively grab files from a directory
-1. **11_optimize_images_with_wand.py**: recursively grab images from a directory, then optimize them for the web
-1. **12_csv_split.py**: Splits a CSV file into multiple files based on command line arguments.
-1. **13_random_name_generator.py**: random name generator
-1. **14_html_to_markdown.sh**: Convert all html files in a single directory to markdown
-1. **15_check_my_environment.py**: Pass in a config file based on your environment.
-1. **16_jinja_quick_load.py**: Render a quick Jinja2 template
-1. **17_rewrite_git_history.md**: Backdating/Rewriting Git history (use at your own risk)
-1. **18_zipper.py**: Zip contents of a directory, adding a timestamp to the filename
-1. **19_tsv-to-csv.py**: Convert TSV to CSV
-1. **20_restore_file_from_git.py**: Restore file from Git History
-1. **21_twitter_bot.py**: Twitter Bot
-1. **22_git_tag.py**: Create Git Tag based on a commit
-1. **23_flask_session_test.py**: Just a simple app to see if the sessions are working
-1. **24_sql2csv.py**: SQL to CSV.
-1. **25_ip2geolocation.py**: Given a CSV file with an ip address (see sample - *25_sample_csv.csv*), return the geolocation based on the ip.
-1. **26_stock_scraper.py**: Scrape the S&P 500 Companies list from Wikipedia, then output the data.
-1. **27_send_sms.py**: Send SMS message via [TextBelt](http://textbelt.com/)
-1. **28_income_tax_calculator.py**: Income tax calculator via [Taxee](http://taxee.io/)
-1. **29_json_to_yaml.py**: Convert JSON to YAML
-1. **30_fullcontact.py**: Call the [FullcContact](https://www.fullcontact.com/developer/) API
-1. **31_youtube_sentiment.py**: Calculate sentiment score from the comments of a Youtube video
-1. **32_stock_scraper.py**: Get stock prices
-1. **33_country_code.py**: Convert country code to country name
-1. **34_git_all_repos.py**: Clone all repositories from a public user or organization on Github. Usage: `python git_all_repos.py users USER_NAME` or `python git_all_repos.py orgs ORG_NAME`
+1. [**01_remove_all_pyc.md**](https://github.com/realpython/python-scripts/blob/master/scripts/01_remove_all_pyc.md): remove all *.pyc* files from a git repo
+1. [**02_find_all_links.py**](https://github.com/realpython/python-scripts/blob/master/scripts/01_remove_all_pyc.md): get all links from a webpage
+1. [**03_simple_twitter_manager.py**](https://github.com/realpython/python-scripts/blob/master/scripts/03_simple_twitter_manager.py): accessing the Twitter API, example functions
+1. [**04_rename_with_slice.py**](https://github.com/realpython/python-scripts/blob/master/scripts/04_rename_with_slice.py): rename group of files, within a single directory, using slice
+1. [**05_load_json_without_dupes.py**](https://github.com/realpython/python-scripts/blob/master/scripts/05_load_json_without_dupes.py): load JSON, convert to dict, raise error if there is a duplicate key
+1. [**06_execution_time.py**](https://github.com/realpython/python-scripts/blob/master/scripts/06_execution_time.py): class used for timing execution of code
+1. [**07_benchmark_permissions_loading_django.py**](https://github.com/realpython/python-scripts/blob/master/scripts/06_execution_time.py): benchmark loading of permissions in Django
+1. [**08_basic_email_web_crawler.py**](https://github.com/realpython/python-scripts/blob/master/scripts/08_basic_email_web_crawler.py): web crawler for grabbing emails from a website
+1. [**09_basic_link_web_crawler.py**](https://github.com/realpython/python-scripts/blob/master/scripts/09_basic_link_web_crawler.py): web crawler for grabbing links from a website
+1. [**10_find_files_recursively.py**](https://github.com/realpython/python-scripts/blob/master/scripts/10_find_files_recursively.py): recursively grab files from a directory
+1. [**11_optimize_images_with_wand.py**](https://github.com/realpython/python-scripts/blob/master/scripts/11_optimize_images_with_wand.py): recursively grab images from a directory, then optimize them for the web
+1. [**12_csv_split.py**](https://github.com/realpython/python-scripts/blob/master/scripts/12_csv_split.py): Splits a CSV file into multiple files based on command line arguments.
+1. [**13_random_name_generator.py**](https://github.com/realpython/python-scripts/blob/master/scripts/13_random_name_generator.py): random name generator
+1. [**14_html_to_markdown.sh**](https://github.com/realpython/python-scripts/blob/master/scripts/14_html_to_markdown.sh): Convert all html files in a single directory to markdown
+1. [**15_check_my_environment.py**](https://github.com/realpython/python-scripts/blob/master/scripts/15_check_my_environment.py): Pass in a config file based on your environment.
+1. [**16_jinja_quick_load.py**](https://github.com/realpython/python-scripts/blob/master/scripts/16_jinja_quick_load.py): Render a quick Jinja2 template
+1. [**17_rewrite_git_history.md**](https://github.com/realpython/python-scripts/blob/master/scripts/17_rewrite_git_history.md): Backdating/Rewriting Git history (use at your own risk)
+1. [**18_zipper.py**](https://github.com/realpython/python-scripts/blob/master/scripts/18_zipper.py): Zip contents of a directory, adding a timestamp to the filename
+1. [**19_tsv-to-csv.py**](https://github.com/realpython/python-scripts/blob/master/scripts/19_tsv-to-csv.py): Convert TSV to CSV
+1. [**20_restore_file_from_git.py**](https://github.com/realpython/python-scripts/blob/master/scripts/20_restore_file_from_git.py): Restore file from Git History
+1. [**21_twitter_bot.py**](https://github.com/realpython/python-scripts/blob/master/scripts/21_twitter_bot.py): Twitter Bot
+1. [**22_git_tag.py**](https://github.com/realpython/python-scripts/blob/master/scripts/22_git_tag.py): Create Git Tag based on a commit
+1. [**23_flask_session_test.py**](https://github.com/realpython/python-scripts/blob/master/scripts/23_flask_session_test.py): Just a simple app to see if the sessions are working
+1. [**24_sql2csv.py**](https://github.com/realpython/python-scripts/blob/master/scripts/24_sql2csv.py): SQL to CSV.
+1. [**25_ip2geolocation.py**](https://github.com/realpython/python-scripts/blob/master/scripts/25_ip2geolocation.py): Given a CSV file with an ip address (see sample - *25_sample_csv.csv*), return the geolocation based on the ip.
+1. [**26_stock_scraper.py**](https://github.com/realpython/python-scripts/blob/master/scripts/26_stock_scraper.py): Scrape the S&P 500 Companies list from Wikipedia, then output the data.
+1. [**27_send_sms.py**](https://github.com/realpython/python-scripts/blob/master/scripts/27_send_sms.py): Send SMS message via [TextBelt](http://textbelt.com/)
+1. [**28_income_tax_calculator.py**](https://github.com/realpython/python-scripts/blob/master/scripts/28_income_tax_calculator.py): Income tax calculator via [Taxee](http://taxee.io/)
+1. [**29_json_to_yaml.py**](https://github.com/realpython/python-scripts/blob/master/scripts/29_json_to_yaml.py): Convert JSON to YAML
+1. [**30_fullcontact.py**](https://github.com/realpython/python-scripts/blob/master/scripts/30_fullcontact.py): Call the [FullcContact](https://www.fullcontact.com/developer/) API
+1. [**31_youtube_sentiment.py**](https://github.com/realpython/python-scripts/blob/master/scripts/31_youtube_sentiment.py): Calculate sentiment score from the comments of a Youtube video
+1. [**32_stock_scraper.py**](https://github.com/realpython/python-scripts/blob/master/scripts/32_stock_scraper.py): Get stock prices
+1. [**33_country_code.py**](https://github.com/realpython/python-scripts/blob/master/scripts/33_country_code.py): Convert country code to country name
+1. [**34_git_all_repos.py**](https://github.com/realpython/python-scripts/blob/master/scripts/33_country_codes.json): Clone all repositories from a public user or organization on Github. Usage: `python git_all_repos.py users USER_NAME` or `python git_all_repos.py orgs ORG_NAME`

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