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Avvo Professional Profiles: Doctors and Lawyers Sample
Patient Health Records & Digital Health
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About
Presents 20,000 professional profile records for doctors and lawyers extracted from the Avvo.com platform. This pre-crawled data serves as a substantial subset of a much larger body of information, useful for examining professional demographic trends, online presence characteristics, and service categorisation within the legal and healthcare sectors. It includes crucial identifying fields such as names, unique profile identifiers, and associated URLs.
Columns
The data product consists of 12 distinct fields detailing professional profiles:
- address: The physical location associated with the profile, with New York, NY being a common value.
- categories: Defines the professional categories or specialisations, which can be analysed to understand professional distribution. Examples include 'Home, Health, Rated Doctors' and 'Home, All Lawyers, Minnesota, Minneapolis'.
- description: Professional summary or biographical information. Note: This field is almost entirely absent from the current 20,000 records.
- image_count: The recorded number of images associated with the profile. Note: This field is almost entirely absent from the current 20,000 records.
- name: The full name of the doctor or lawyer.
- payment_option: Details on acceptable payment methods, such as 'Cash, Check, Credit Card'. Note: This field is almost entirely absent from the current 20,000 records.
- phone: Contact telephone number for the office.
- profile_id: A unique identifier specific to the professional profile.
- profile_url: The direct URL link to the original Avvo profile page.
- video_count: The number of videos associated with the profile. Note: This field is almost entirely absent from the current 20,000 records.
- website: The external professional website address.
- uniq_id: A unique identifying string used internally for tracking.
Distribution
The product contains 20,000 unique professional profiles. All records possess a unique ID, profile ID, profile URL, and name. However, approximately 44% of records are missing phone numbers, and 78% are missing website information. Several fields, including description, payment option, image count, and video count, are nearly 100% absent across the dataset. The data file is approximately 5.87 MB in size, and updates are expected to occur annually.
Usage
This data product is ideal for market research focusing on professional services. Potential uses include:
- Analysing the distribution of professional categories and geographical representation (e.g., studying concentrations of lawyers in specific states).
- Building directories or aggregating contact information for medical and legal professionals.
- Studying the online digital footprint and availability of contact information for legal and healthcare experts.
- Market analysis on the Law and Healthcare sectors.
Coverage
The scope is focused on doctor and lawyer professionals listed on Avvo.com. The data reflects a snapshot of profile information pre-crawled from the source website. Geographic coverage is widespread, but common data points appear for areas like New York, NY. The data is tagged under relevant concepts such as Law, Healthcare, Earth and Nature, and Internet.
License
CC BY-SA 4.0
Who Can Use It
- Market Researchers: To track and segment professional service markets (Law and Healthcare).
- Data Scientists: For training models that classify or parse professional directory information based on profile details and categories.
- Developers: For generating aggregated lists or APIs of professional contact details and category tags.
Dataset Name Suggestions
- Avvo Professional Profiles: Doctors and Lawyers Sample
- Healthcare and Legal Directory Data (20k Profiles)
- Avvo.com Professional Service Listings
Attributes
Original Data Source:Avvo Professional Profiles: Doctors and Lawyers Sample
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