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    Methodology of the "TOP Casinos and Entertainment in Georgia" ratings

    The “Top Casinos and Entertainment in Georgia” category brings together rankings of places chosen for evening leisure and entertainment. The methodology is based on the general principles of the Madloba system and adapted to the specifics of this sphere: high audience dynamics, seasonal fluctuations in demand, and the particular importance of up-to-date visiting conditions (opening hours, age restrictions, entry rules, etc. — if applicable).

    What objects are included in the “Casinos and Entertainment” category

    The category includes entertainment venues presented in open sources and meeting the requirements for information accuracy.
    Considered:

    • casinos and gaming establishments (within legally operating and publicly listed venues);
    • entertainment spaces and places for evening leisure;
    • venues that have a stable reputation and confirmed public information.

    To participate in the rankings, a place card must contain up-to-date data: address/geolocation, opening hours, contacts (if applicable), and a description of the format. Objects without stable public data may not be included until sufficient information becomes available.

    Main data sources

    Public sources and external signals

    Only open and publicly available data is used when forming the rankings. The main source of reviews and basic information about places is public listings (including Google Maps). Additionally, information from open directories and publications is taken into account, as well as information posted on the official pages of the objects.
    Reviews are analyzed in RU / EN / KA to account for different audience segments.

    What signals are considered in the category

    Key indicators

    Reviews and rating dynamics
    The total volume of reviews, the regularity of new ratings, and the stability of reputation over time are taken into account.
    Popularity and mentions
    Presence in open sources and steady audience interest in the place are taken into account.
    Madloba audience interest
    Search queries, card views, and user engagement within the catalog are analyzed.
    Information accuracy and freshness
    Address, opening hours, contacts, and the correctness of the format description are checked.

    Specifics of the “Casinos and Entertainment” category

    Entertainment segment characteristics

    Entertainment venues often depend on the time of day, season, and tourist flow. The user experience may vary depending on the visit scenario, so long-term reputation stability and data freshness are especially important.

    High audience dynamics
    In this category, user activity often changes depending on the season and tourist demand.
    Dependence on the visit scenario
    Ratings may differ due to different expectations: the venue format, service, and atmosphere are perceived differently.
    Importance of up-to-date conditions
    Opening hours, entry rules, and the format description must be accurate and updated in a timely manner.
    Reputation over time
    The stability of reputation and confirmed interest in the place over time are taken into account.

    Working with conflicting data

    How rating discrepancies are handled

    Ratings across different platforms may vary due to differences in audience and visit scenarios. Therefore, when forming rankings, a combination of independent signals is used rather than a single metric.

    Combination of sources
    In case of discrepancies, a set of data from several independent sources is taken into account.
    Verification of unstable signals
    Signals with pronounced contradictions or sharp deviations may be considered with additional verification.
    Data integrity principle
    Signals created with the aim of artificially influencing the final rating are not taken into account.

    New places in the ranking

    How new venues are included

    New places may be included in the ranking based on public sources and editorial review, even if there are still few user reviews in the catalog.

    Public sources
    Inclusion is possible based on open data and public listings of the venues.
    Editorial review
    Geolocation, opening hours, and the correctness of the venue format description are checked.
    Position recalculation
    As new reviews and user activity appear, the position may be revised.

    Rankings update

    How often the category is updated

    Scheduled review
    A comprehensive data review is conducted quarterly.
    Dynamic changes
    Changes may occur more often as new reviews and signals appear.
    Update date
    The rating page indicates the date of the last recalculation.
    Have you been to this place?
    Share your experience or report an inaccuracy — it helps improve the quality of the rankings.
    Leave a review / message
    Do you represent the venue?
    Let us know about changes: opening hours, address, contacts, or a description of the format.
    Update information
    Madloba Info Support Team
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    Madloba Info Support Team

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