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How-to-Discover-the-Ideal-Gift-A-Guide-to-Analyzing-Online

Introduction

In the current landscape, the gift-giving realm offers an array of options. As per a 2022 Technavio report, the global gifts retailing market, valued at $75.21 million, is anticipated to grow at a CAGR of 3.02% from 2022 to 2027. The surge in the global gift industry, coupled with the prevalence of the digital sphere, has provided individuals with many choices for gift selection.

This study navigates the global gift market, pinpointing popular items across diverse categories like personal items, kitchen gadgets, hair & skin care products, outdoor novelties, and more. The primary objective is to identify the most sought-after items within these categories and extract unique insights into consumer preferences. Furthermore, the study focuses on gifts tailored for moms and dads, aiming to unveil patterns and preferences guiding the selection of considerate presents.

To achieve this, the study leverages Amazon marketplace data as a valuable source of insights into popular, non-essential gift items. Explore the possibilities with Scrape Amazon Product Data services for comprehensive and timely information on trending gift items. To streamline data collection effectively and overcome challenges such as website blocks and unstructured data, the study employs Actowiz Solutions' precompiled Amazon dataset, offering up-to-date, structured, and accurate information.

Methodology

Amazon's expansive offerings have firmly established it as the go-to platform for acquiring gifts across various categories, appealing to various demographic groups. The wealth of data available on Amazon makes it an ideal source for this study, with the primary aim of pinpointing the most popular gift items.

Actowiz Solutions' Amazon product dataset was selected for its extensive coverage across diverse product categories, detailed attributes, and consistent data quality—qualities directly aligned with the research objectives of this study. Actowiz Solutions' recognized reliability in the industry further solidifies its suitability for this research endeavor.

Actowiz Solutions' Amazon dataset underwent meticulous filtering during this study to streamline the analysis. Initially, a filter was applied to include only items with a reviews_count attribute surpassing 100, ensuring a robust pool of reviewed products pertinent to the study's requirements. Subsequently, the dataset underwent further refinement by scrutinizing each item's title and category list. Items incorporating the keyword 'gift' in either their title or associated categories array were identified as potential gift items for the study's focused analysis.

Subsequently, a nuanced categorization of these items went beyond a generic 'gift' classification, drawing upon external insights. Exhaustive research on Google, concentrating on terms consistently surfacing in gift-related search results, aimed to pinpoint common gift archetypes actively sought after by shoppers. This research, predominantly facilitated through Actowiz Solutions' SERP API, facilitated the categorization of the dataset into five distinct gift categories:

  • Gifts focused on skin and hair care products
  • Gifts-focused-on-skin-and-hair-care-products
  • Gifts revolving around kitchen items and appliances
  • Gifts-revolving-around-kitchen-items-and-appliances
  • Gifts specifically designed for mothers and fathers
  • Gifts-specifically-designed-for-mothers-and-fathers
  • Gifts tailored for individuals with an affinity for the outdoors
  • Gifts-tailored-for-individuals-with-an-affinity-for-the-outdoors
  • Hobbyist gifts spanning interests such as arts and crafts, music, and books
  • Hobbyist-gifts-spanning-interests-such-as-arts-and-crafts-music-and-books

Results were compiled for each category, with the reviews_count attribute selected as the benchmark for ranking gift items based on popularity. The correlation between a high rating and the reviews_count metric emerged as a reliable indicator of an item's popularity in each category.

The overall methodology aimed to distinguish products commonly intended for gifting purposes within Actowiz Solutions’s Amazon dataset.

The Findings

Top-Rated Kitchen Gifts

Kitchen gifts exhibit a versatile appeal, capable of transcending age and gender barriers. This segment delves into the captivating trend of gifting kitchen-related products, spotlighting the top 15 kitchen gifts on Amazon determined by the number of reviews (correlated with the rating). Through this exploration, the aim is to unveil the most popular kitchen-related gifts and discern underlying patterns and preferences in this gifting category.

The Best 15 Gifts for the Kitchen

The-Best-15-Gifts-for-the-Kitchen
Key Observations:
  • Keurig Coffee makers (drip coffee) have surpassed traditional espresso machines in popularity.
  • Knife sets continue to be popular gift choices, aligning with expectations.
  • The dominance of the Cuisinart brand on Amazon for kitchen items is evident.
  • The proximity of air fryers and popcorn makers suggests that they are often gifted together, forming an ideal combination for movie nights.
  • The widespread popularity of the Instant Pot as a choice for kitchen gifts is understandable, given its convenience, time-saving features, and efficiency in preparing a variety of meals with minimal effort. An Instant Pot as a gift proves to be practical, versatile, and adaptable.
  • Wine openers and chopstick sets emerge as popular and thoughtful gift options, although their appeal is somewhat situational.
2. Top-Rated Outdoor Gift Selections

Gifts centered around outdoor products have become a notable and growing trend. Like kitchen items, these outdoor selections transcend rigid age boundaries, making them ideal for individuals with a passion for adventure and the great outdoors. In this segment, the study explores the top 15 outdoor items acknowledged as gifts, extracting valuable insights from discernible patterns in their popularity.

The Finest 15 Outdoor Gift Selections
The-Finest-15-Outdoor-Gift-Selections

Key Observations:

In the realm of thoughtful gifts, prioritizing access to clean water is a prominent theme. Water purification tablets and bottles/tumblers with built-in filters are excellent gifts, providing a practical water storage solution and protection against bacteria and microplastics.

Established brands like Fitbit, YETI, and Coleman dominate the list, underscoring the pivotal role of brand reputation in the popularity of outdoor gifts.

Camping essentials such as tents, lanterns, hammocks, knives, foldable camping gear, and water bottles hold high rankings, highlighting the widespread appeal of camping and trekking gear as gift choices.

Including tech-savvy items like waterproof action cameras, fitness trackers, and LED camping lanterns suggests a blend of modernity with outdoor pursuits.

Stoves and coolers continue to make practical and thoughtful gifts, offering lightweight solutions for thermoregulating food/drinks and facilitating better post-use clean-up.

Items like survival blankets, compasses, and multitools in this selection emphasize safety and preparedness, underscoring a commitment to the well-being of loved ones during their outdoor adventures.

3. Top-Ranked Gifts for Hobbies and Personal Enjoyment

Selecting hobbyist gift items poses a unique challenge in gift-giving, as they serve as a gateway to deeper connections by acknowledging and celebrating the diverse interests that define individuals. Unlike generic presents, these gifts require a nuanced understanding of a loved one's preferences, transforming giving into a shared journey of discovery. In this segment, the study delves into the top 15 gift items identified as hobby-based or personal gifts by analyzing Amazon's marketplace data, unveiling pertinent insights into distinctive purchase patterns within this category.

Premier Selection of Hobbyist and Personalized Gift Choices
Premier-Selection-of-Hobbyist-and-Personalized-Gift-Choices
Insights Uncovered:

The tandem of brand recognition and high ratings characterizes renowned brands like Cricut, Yamaha, VIVOSUN, and Fujifilm, affirming their authenticity and quality. The strong correlation between their popularity and ratings solidifies their status as trustworthy choices.

While gardening retains its perennial popularity as a hobby, the widespread appeal of base ingredients for fabric design/decoration and fragrances, bath bombs, soap, and candles signifies a substantial interest in the DIY culture. This points to a preference for crafting and creative projects over direct purchases of finished goods.

The resurgence of Polaroid and Instax instant cameras as favored hobbyist gifts reflects a nostalgic revival of 80s/90s retro aesthetics.

Jane Austen's "Pride and Prejudice" endures as a timeless gift option, almost synonymous with the hobby of reading.

4. Top-Rated Gifts for Skin and Hair Care Enthusiasts

As the spotlight on self-care and personal wellness intensifies, skin and hair care items have emerged as favored choices for gift-giving. These gifts embody a thoughtful consideration for the recipient's well-being, emphasizing their health and beauty. Platforms like Amazon provide a diverse array of such products, empowering gift-givers to explore and select items precisely tailored to the specific needs and preferences of the recipient. In the following exploration, this study delves into the top 15 most sought-after skin/hair care-related gifts, unraveling critical insights into the trends and patterns that govern these gifts.

Premier Selection of Skin and Hair Care Gift Options
Premier-Selection-of-Skin-and-Hair-Care-Gift-Options

Insights Unveiled:

Soaps crafted from natural oils, beeswax lip balms, and shea butter products showcase a rising inclination towards gifting skincare items with natural, plant-based, and eco-friendly ingredients, reflecting a shift towards conscious consumerism.

Microfiber towels, silk/satin bonnets, and pillowcases consistently stand out as popular gifts in hair care due to their hair-friendly qualities, minimizing breakage, split ends, and tangling across all hair types.

Home spa sets and aromatherapy shower bombs emerge as favored gifts, offering loved ones holistic benefits beyond mere cleansing by delving into indulgent experiences centered around relaxation and self-care.

The presence of well-known brands such as Revlon, Denman, and Bath & Body Works in the list signifies a preference for gifting established and trusted brands in skin and hair care.

Notably, there's a welcome trend of gifters embracing specialized grooming products for men. Dr. Squatch's natural bar soap is a trendy gift choice, specifically for men. Additionally, the availability of grooming kits encompassing beard wash, beard oil, balm, conditioner, and brushes caters to the growing demand for men's grooming products.

5. Top-Rated Gift Selections for Moms and Dads

"Moms" and "dads" hold enduring and distinctive roles in everyone's lives, underscoring their significance as a pivotal demographic for receiving gift items. Amazon, known for its versatility, offers a diverse range of options tailored to this demographic's unique needs and interests. The platform is a comprehensive hub for thoughtful and customized gifts, from wellness products and personalized items to tech gadgets, outdoor equipment, and practical gadgets that simplify their daily lives.

While preceding sections have dived into popular gifts within specific product categories, the upcoming analysis focuses on discerning the most sought-after gift items for moms and dads. This exploration endeavors to extract crucial and compelling insights, illuminating the types of gifts that resonate most within this distinctive demographic.

Premier Selection of Gift Ideas for Fathers
Premier-Selection-of-Gift-Ideas-for-Fathers
Key Observations:

Including the DIY gin-making kit, hot sauce-making kit, multitool pen set, and LEGO architecture sets signals a preference for gifting items that align with hands-on activities, catering to the DIY enthusiast dads.

Traditional masculine gifts like grills/grill accessories, shaving/beard products, whisky glasses, and beef jerky are present. Yet, the presence of the Shiatsu Massager, Thera Cane, and bath bombs on the list reflects a growing interest in wellness, relaxation, and stress relief for dads this year.

Premier Selection of Gift Ideas for Mothers
Premier-Selection-of-Gift-Ideas-for-Mothers
Key Insights Unveiled:

Kitchen tools are notably infrequent, signaling a departure from stereotypical "mom" gifts, although sewing machines still appear on the list.

Perfumes and jewelry remain perennially popular choices for gifting.

The rise in popularity of items like weighted blankets (including the famous "Wearable Blanket"), sleeping masks, and premium neck pillows signifies a recognition that moms juggle diverse responsibilities, emphasizing the importance of their comfort and well-being.

In contrast to gifts for dads that often focus on utility or self-care, the selection for moms leans towards indulgence, with items like gourmet chocolate, cheese, wine/tea/coffee sets, and fruit baskets indicating a desire to pamper and treat moms.

Supplementary Insights:

Across both the categories of gifts for dads and moms, Amazon Gift Cards in Greeting Cards emerge as the overwhelmingly popular choice. This indicates a common preference for this option, particularly among those who might opt for a last-minute gift or prefer giving the recipient the freedom to choose their gift. However, it's noteworthy that this result has been excluded from the data table as Amazon Gift Cards are not a distinct category. Additionally, while they offer flexibility for the recipient, they don't provide significant insights into the buyer's or the recipient's preferences or motivations.

The Shiatsu back massager and fragrances are consistently popular options across both categories, reflecting a shared appreciation for wellness and sensory delights.

Gifts for dads and moms exhibit a noticeable trend away from stereotypically masculine or feminine gifts, indicating a shift towards more diverse and thoughtful choices that transcend traditional gender norms.

Summarizing Gift Trends:

Varied Tastes: Extracting insights from the extensive Amazon marketplace, the investigation unveils a spectrum of consumer preferences within the worldwide gift market. Whether it pertains to kitchen gadgets or outdoor gear, the prevalence of both cutting-edge outdoor devices and nostalgic hobbyist items illustrates a broad spectrum of interests that encapsulate the essence of a significant "gift."

Challenging Stereotypes: A discernible trend emerges in transcending traditional stereotypes, notably within the moms and dads demographic. The lack of stereotypical "mom" gifts and the evolving preferences for dads—embracing both hands-on DIY kits and wellness-focused items—underscore a departure from conventional gift norms for these demographics.

Prioritizing Well-Being: The research underscores an increasing emphasis on well-being, manifested in the favorability of gifts geared towards self-care. The incorporation of wellness items like Shiatsu Massagers and bath bombs among the leading gift choices for both moms and dads underscores a mutual recognition of the paramount importance placed on personal well-being.

Brand Reliability: Well-established brands play a pivotal role in influencing consumer decisions for gift-giving. The prevalence of trusted names like Fitbit, Cuisinart, and Revlon in their respective categories highlights a robust connection between brand reliability and the favorability of specific gifts, demonstrating consumers' trust in familiar and reputable brands.

Technology Integration and Nostalgia: The study underscores a dual trend encompassing technology integration and nostalgia. The consistent popularity of tech-savvy outdoor items, including waterproof action cameras, reflects a desire to seamlessly blend modern technology with outdoor experiences. Concurrently, the resurgence of retro items like Polaroid cameras taps into a nostalgic allure, merging the essence of a bygone era with contemporary tastes.

Conclusion

This study aimed to unravel the complexities of the global gift market by exploring the most popular gift items across diverse product categories and specific demographics. In doing so, it unearthed compelling insights into varied consumer preferences and ongoing trends. From kitchen gadgets to outdoor gear, personal hobbies to skincare, the gift-giving landscape reflects a vibrant tapestry of interests transcending traditional boundaries.

These insights hold significance across various scenarios, emphasizing the need to consider the ever-changing market dynamics and evolving consumer tastes. The global gift industry mirrors its consumers' diverse interests, shifting preferences, and the enduring joy associated with thoughtful gift exchanges. As consumers redefine the notion of the perfect gift, the industry must adapt and innovate to resonate with the dynamic desires of its audience.

While this study concentrated on prominent gift-giving categories based on Google search results and two specific demographics, it's essential to recognize that similar data analysis can be applied to other categories and demographics. The potential for garnering additional insights into consumer preferences in gift-giving extends beyond the specific areas explored here.

The insights derived from this study, coupled with the comprehensive scale of analysis, were facilitated significantly by leveraging Actowiz Solutions' datasets. Precise and actionable data analysis requires obtaining a large, clean, structured, and accurate dataset. Notably, websites like Amazon impose restrictions on conventional data collection, leading to unstructured data that requires manual cleaning to ensure accurate analysis.

Actowiz Solutions' datasets offer an efficient solution to these challenges, enabling the overcoming of complexities in the data collection process. Access to substantial data volumes is crucial for meaningful analysis, ensuring precision and reliability. With Actowiz Solutions' tools, the hurdles of collecting data at scale are minimized, enabling the discovery of crucial insights. For more details, contact us now! You can also reach us for all your mobile app scraping, instant data scraper and web scraping service requirements.

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                    [8] => timeZone
                )

        )

    [postal:protected] => GeoIp2\Record\Postal Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [code] => 43215
                )

            [validAttributes:protected] => Array
                (
                    [0] => code
                    [1] => confidence
                )

        )

    [subdivisions:protected] => Array
        (
            [0] => GeoIp2\Record\Subdivision Object
                (
                    [record:GeoIp2\Record\AbstractRecord:private] => Array
                        (
                            [geoname_id] => 5165418
                            [iso_code] => OH
                            [names] => Array
                                (
                                    [de] => Ohio
                                    [en] => Ohio
                                    [es] => Ohio
                                    [fr] => Ohio
                                    [ja] => オハイオ州
                                    [pt-BR] => Ohio
                                    [ru] => Огайо
                                    [zh-CN] => 俄亥俄州
                                )

                        )

                    [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                        (
                            [0] => en
                        )

                    [validAttributes:protected] => Array
                        (
                            [0] => confidence
                            [1] => geonameId
                            [2] => isoCode
                            [3] => names
                        )

                )

        )

)
 country : United States
 city : Columbus
US
Array
(
    [as_domain] => amazon.com
    [as_name] => Amazon.com, Inc.
    [asn] => AS16509
    [continent] => North America
    [continent_code] => NA
    [country] => United States
    [country_code] => US
)
Array
(
    [city] => Columbus
    [country] => United States
    [countryCode] => +1
    [currencyCode] => USD
)
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GeoIp2\Model\City Object
(
    [raw:protected] => Array
        (
            [city] => Array
                (
                    [geoname_id] => 4509177
                    [names] => Array
                        (
                            [de] => Columbus
                            [en] => Columbus
                            [es] => Columbus
                            [fr] => Columbus
                            [ja] => コロンバス
                            [pt-BR] => Columbus
                            [ru] => Колумбус
                            [zh-CN] => 哥伦布
                        )

                )

            [continent] => Array
                (
                    [code] => NA
                    [geoname_id] => 6255149
                    [names] => Array
                        (
                            [de] => Nordamerika
                            [en] => North America
                            [es] => Norteamérica
                            [fr] => Amérique du Nord
                            [ja] => 北アメリカ
                            [pt-BR] => América do Norte
                            [ru] => Северная Америка
                            [zh-CN] => 北美洲
                        )

                )

            [country] => Array
                (
                    [geoname_id] => 6252001
                    [iso_code] => US
                    [names] => Array
                        (
                            [de] => USA
                            [en] => United States
                            [es] => Estados Unidos
                            [fr] => États Unis
                            [ja] => アメリカ
                            [pt-BR] => EUA
                            [ru] => США
                            [zh-CN] => 美国
                        )

                )

            [location] => Array
                (
                    [accuracy_radius] => 20
                    [latitude] => 39.9625
                    [longitude] => -83.0061
                    [metro_code] => 535
                    [time_zone] => America/New_York
                )

            [postal] => Array
                (
                    [code] => 43215
                )

            [registered_country] => Array
                (
                    [geoname_id] => 6252001
                    [iso_code] => US
                    [names] => Array
                        (
                            [de] => USA
                            [en] => United States
                            [es] => Estados Unidos
                            [fr] => États Unis
                            [ja] => アメリカ
                            [pt-BR] => EUA
                            [ru] => США
                            [zh-CN] => 美国
                        )

                )

            [subdivisions] => Array
                (
                    [0] => Array
                        (
                            [geoname_id] => 5165418
                            [iso_code] => OH
                            [names] => Array
                                (
                                    [de] => Ohio
                                    [en] => Ohio
                                    [es] => Ohio
                                    [fr] => Ohio
                                    [ja] => オハイオ州
                                    [pt-BR] => Ohio
                                    [ru] => Огайо
                                    [zh-CN] => 俄亥俄州
                                )

                        )

                )

            [traits] => Array
                (
                    [ip_address] => 216.73.216.153
                    [prefix_len] => 22
                )

        )

    [continent:protected] => GeoIp2\Record\Continent Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [code] => NA
                    [geoname_id] => 6255149
                    [names] => Array
                        (
                            [de] => Nordamerika
                            [en] => North America
                            [es] => Norteamérica
                            [fr] => Amérique du Nord
                            [ja] => 北アメリカ
                            [pt-BR] => América do Norte
                            [ru] => Северная Америка
                            [zh-CN] => 北美洲
                        )

                )

            [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                (
                    [0] => en
                )

            [validAttributes:protected] => Array
                (
                    [0] => code
                    [1] => geonameId
                    [2] => names
                )

        )

    [country:protected] => GeoIp2\Record\Country Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [geoname_id] => 6252001
                    [iso_code] => US
                    [names] => Array
                        (
                            [de] => USA
                            [en] => United States
                            [es] => Estados Unidos
                            [fr] => États Unis
                            [ja] => アメリカ
                            [pt-BR] => EUA
                            [ru] => США
                            [zh-CN] => 美国
                        )

                )

            [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                (
                    [0] => en
                )

            [validAttributes:protected] => Array
                (
                    [0] => confidence
                    [1] => geonameId
                    [2] => isInEuropeanUnion
                    [3] => isoCode
                    [4] => names
                )

        )

    [locales:protected] => Array
        (
            [0] => en
        )

    [maxmind:protected] => GeoIp2\Record\MaxMind Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                )

            [validAttributes:protected] => Array
                (
                    [0] => queriesRemaining
                )

        )

    [registeredCountry:protected] => GeoIp2\Record\Country Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [geoname_id] => 6252001
                    [iso_code] => US
                    [names] => Array
                        (
                            [de] => USA
                            [en] => United States
                            [es] => Estados Unidos
                            [fr] => États Unis
                            [ja] => アメリカ
                            [pt-BR] => EUA
                            [ru] => США
                            [zh-CN] => 美国
                        )

                )

            [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                (
                    [0] => en
                )

            [validAttributes:protected] => Array
                (
                    [0] => confidence
                    [1] => geonameId
                    [2] => isInEuropeanUnion
                    [3] => isoCode
                    [4] => names
                )

        )

    [representedCountry:protected] => GeoIp2\Record\RepresentedCountry Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                )

            [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                (
                    [0] => en
                )

            [validAttributes:protected] => Array
                (
                    [0] => confidence
                    [1] => geonameId
                    [2] => isInEuropeanUnion
                    [3] => isoCode
                    [4] => names
                    [5] => type
                )

        )

    [traits:protected] => GeoIp2\Record\Traits Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [ip_address] => 216.73.216.153
                    [prefix_len] => 22
                    [network] => 216.73.216.0/22
                )

            [validAttributes:protected] => Array
                (
                    [0] => autonomousSystemNumber
                    [1] => autonomousSystemOrganization
                    [2] => connectionType
                    [3] => domain
                    [4] => ipAddress
                    [5] => isAnonymous
                    [6] => isAnonymousProxy
                    [7] => isAnonymousVpn
                    [8] => isHostingProvider
                    [9] => isLegitimateProxy
                    [10] => isp
                    [11] => isPublicProxy
                    [12] => isResidentialProxy
                    [13] => isSatelliteProvider
                    [14] => isTorExitNode
                    [15] => mobileCountryCode
                    [16] => mobileNetworkCode
                    [17] => network
                    [18] => organization
                    [19] => staticIpScore
                    [20] => userCount
                    [21] => userType
                )

        )

    [city:protected] => GeoIp2\Record\City Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [geoname_id] => 4509177
                    [names] => Array
                        (
                            [de] => Columbus
                            [en] => Columbus
                            [es] => Columbus
                            [fr] => Columbus
                            [ja] => コロンバス
                            [pt-BR] => Columbus
                            [ru] => Колумбус
                            [zh-CN] => 哥伦布
                        )

                )

            [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                (
                    [0] => en
                )

            [validAttributes:protected] => Array
                (
                    [0] => confidence
                    [1] => geonameId
                    [2] => names
                )

        )

    [location:protected] => GeoIp2\Record\Location Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [accuracy_radius] => 20
                    [latitude] => 39.9625
                    [longitude] => -83.0061
                    [metro_code] => 535
                    [time_zone] => America/New_York
                )

            [validAttributes:protected] => Array
                (
                    [0] => averageIncome
                    [1] => accuracyRadius
                    [2] => latitude
                    [3] => longitude
                    [4] => metroCode
                    [5] => populationDensity
                    [6] => postalCode
                    [7] => postalConfidence
                    [8] => timeZone
                )

        )

    [postal:protected] => GeoIp2\Record\Postal Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [code] => 43215
                )

            [validAttributes:protected] => Array
                (
                    [0] => code
                    [1] => confidence
                )

        )

    [subdivisions:protected] => Array
        (
            [0] => GeoIp2\Record\Subdivision Object
                (
                    [record:GeoIp2\Record\AbstractRecord:private] => Array
                        (
                            [geoname_id] => 5165418
                            [iso_code] => OH
                            [names] => Array
                                (
                                    [de] => Ohio
                                    [en] => Ohio
                                    [es] => Ohio
                                    [fr] => Ohio
                                    [ja] => オハイオ州
                                    [pt-BR] => Ohio
                                    [ru] => Огайо
                                    [zh-CN] => 俄亥俄州
                                )

                        )

                    [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                        (
                            [0] => en
                        )

                    [validAttributes:protected] => Array
                        (
                            [0] => confidence
                            [1] => geonameId
                            [2] => isoCode
                            [3] => names
                        )

                )

        )

)
 country : United States
 city : Columbus
US
Array
(
    [as_domain] => amazon.com
    [as_name] => Amazon.com, Inc.
    [asn] => AS16509
    [continent] => North America
    [continent_code] => NA
    [country] => United States
    [country_code] => US
)

Request Free Sample Data

Our team will reach out within 2 hours with 500 rows of real data — no credit card required.

+1
Free 500-row sample · No credit card · Response within 2 hours