Over 9k entities! (~15k NGOs in primary sample)

This dataset the most data was obtained from “OpenNGO” and enriched with SEO metrics collected by our lab. Other resources: SPARK-Interfax registrar, tochno.st by “Help Needed” Foundation, and Teplitsa beneficiaries data.

Hypothesis:

• Russian NGOs do not use their digital communicative capacity to the fullest, even when it comes to the basic level SEOs

Results:

• Younger organizations more often have social network pages
• Elder organizations’ websites are less optimized
• Charity foundations far more often have numerous social network pages
• Charity foundations and autonomous nonprofits have websites more optimized for search engines and with easier interfaces than other organization forms

You can download .csv dataset with seo metrics here. And the other part of dataset with parameters from OpenNGO here. The datasets can be joined by ogrn field. Online searchable database will be available in a few months.

Dataset Structure:

{'ogrn': ,  # organisation registration number
 'website': ,  # NGO website url
 'bin_robots': ,  # does the website have a robots file (seo)? 
 'bin_sitemap': ,  # does the website have a sitemap (seo)?
 'bin_fb': ,  # does NGO have a facebook page?
 'bin_vk': ,  # does NGO have a Vkontakte page?
 'bin_ig': ,  # does NGO have an Instagram page?
 'bin_ok': ,  # does NGO have an Odnoklassniki page?
 'bin_youtube': ,  # does NGO have a Youtube page?
 'bin_tiktok': ,  # does NGO have a TikTok page?
 'bin_donation': , #
 'wcag_score': ,  #
 'mean_page_speed': ,  #
 'bin_title': ,  #
 'bin_headings': ,  #
 'bin_mob_friendly': ,  #
 'bin_ssl': ,  #
 'bin_socnet': ,  #
 'websiteCreationDate': ,  # website creation date
 'regionName': 'Волгоградская область', # in which region of Russia NGO is registered
 'minjustForm': 'Автономная некоммерческая организация',  # a legal form of organisation
 'regDate': ,  # Registration date. Exists only for organisations registered before 2002
 'shortName': 'АНО ФКВС "ВОЛГА"',  # short name of organisation with abbrebiations
 'mainOkved': ,  # ОКВЭД="All-Russian Classificator of Economic Activity Types"
 'opfCombined': ,  # Organisation type according to ЕГРЮЛ data="Official Registrar of Legal Entities"
 'okvedCombined': ,  #  ОКВЭД="All-Russian Classificator of Economic Activity Types" if more than one and have detailed addOkved
 'vedSimple': ,  # manually defined more generic organisation type based on ЕГРЮЛ and ОКВЭД data
}