{"id":70678,"date":"2026-09-03T11:59:53","date_gmt":"2026-09-03T03:59:53","guid":{"rendered":"https:\/\/www.dataplugs.com\/?p=70678"},"modified":"2026-09-03T11:59:53","modified_gmt":"2026-09-03T03:59:53","slug":"evaluating-long-term-bandwidth-cost-trends-for-international-hosting","status":"publish","type":"post","link":"https:\/\/www.dataplugs.com\/en\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\/","title":{"rendered":"Evaluating Long Term Bandwidth Cost Trends for International Hosting"},"content":{"rendered":"<p>International hosting decisions often look simple when they are reduced to a monthly server price. In practice, the long-term cost of serving users across borders depends on how much data moves, where it moves, how traffic is billed, and how quickly workloads change. Evaluating bandwidth cost trends means building a model that connects traffic growth with regional delivery, provider terms, architecture, and service requirements.<\/p>\n<h2><strong>What international hosting bandwidth costs should include<\/strong><\/h2>\n<p>A useful cost review should include more than the advertised bandwidth allowance. Separate the resources that create traffic from the charges that carry it, and record which assumptions can change during the life of the service. This gives finance and infrastructure teams a common view of the cost drivers before they compare providers or commit to a hosting location.<\/p>\n<ul>\n<li>Average outbound data transfer by month and by peak period<\/li>\n<li>Inbound, outbound, and cross-region traffic by source and destination<\/li>\n<li>Included transfer, committed capacity, burst usage, and overage rates<\/li>\n<li>Transit, cross-connect, interconnection, and CDN charges<\/li>\n<li>Traffic generated by applications, backups, replicas, media, and updates<\/li>\n<li>Currency, taxes, support, contract term, and renewal assumptions<\/li>\n<\/ul>\n<p>Start with at least 12 months of measurements when historical data is available. Record average transfer, peak transfer, the busiest regions, and the services responsible for the largest flows. If a workload is new, use an estimate and mark the confidence level rather than presenting the estimate as a measured fact. Keeping measured and forecast values separate makes the model easier to update.<\/p>\n<h2><strong>Separate traffic growth from price movement<\/strong><\/h2>\n<p>A higher bandwidth bill does not automatically mean that a provider raised its rates. Total cost can change because traffic increased, the mix of regions changed, a new replica was added, an application began serving larger files, or a contract moved to a different billing tier. A long-term review should show which part of the change came from volume, which part came from the effective unit rate, and which part came from architecture.<\/p>\n<p>A simple starting formula is: Total bandwidth cost = billable data transfer &times; effective unit rate + fixed network charges. The effective unit rate should reflect included allowances, committed discounts, overage charges, cross-region transfer, and any separate delivery service. Keeping these items visible prevents a low headline price from hiding variable charges that appear after traffic grows.<\/p>\n<p>Model at least three possibilities for each major cost driver. Traffic may grow faster after a product launch, a unit rate may change at renewal, and a new region may alter the cost mix. The model does not need to predict the exact future; it needs to show which assumptions have the greatest effect and when a decision should be revisited.<\/p>\n<h2><strong>Compare billing models, not only unit prices<\/strong><\/h2>\n<p>International hosting providers may package bandwidth in different ways. One offer may use pay-as-you-go data transfer, another may include a monthly transfer pool, and another may price a committed port or a measured utilisation level. Compare the full billing model over the same traffic profile instead of comparing a single price per gigabyte in isolation.<\/p>\n<ul>\n<li>Pay-as-you-go transfer, where the bill follows actual usage<\/li>\n<li>An included monthly transfer pool with defined overage terms<\/li>\n<li>Committed bandwidth or port capacity with a fixed contract term<\/li>\n<li>Metered or 95th-percentile billing based on traffic utilisation<\/li>\n<li>CDN or edge delivery charges that sit alongside the origin server<\/li>\n<\/ul>\n<p>For each option, calculate the monthly cost, annual cost, break-even point, and cost at the low, base, and high traffic levels. Make fixed and variable charges visible. Also note what happens when traffic is above the included amount, when a service needs a temporary burst, and when the organisation needs to reduce capacity. A flexible offer can be valuable even when its best-case unit price is not the lowest.<\/p>\n<h2><strong>Model cost by geography and workload<\/strong><\/h2>\n<p>International traffic is not one uniform pool. Break the estimate down by user region, hosting region, destination network, and service. Users in different markets may generate different file sizes, request patterns, and peak periods. The same application can also have very different transfer economics depending on whether content is delivered from one origin, several regional origins, or an edge network.<\/p>\n<p>Separate workload classes before applying a growth rate. Dynamic application requests, APIs, software downloads, image and video delivery, database replication, backups, and monitoring traffic have different delivery patterns. A small change in media quality or backup frequency can create more transfer than a large number of ordinary web requests, so each class should have its own assumption.<\/p>\n<p>A hosting region with a lower server price may still produce a higher total cost if it creates expensive egress, cross-region replication, or additional delivery hops. Include latency, availability, data residency, and support requirements in the same review. The goal is not to find the cheapest location on a price sheet; it is to find the location and delivery design that remain economical for the service that must run there.<\/p>\n<h2><strong>Measure egress before choosing an international hosting location<\/strong><\/h2>\n<p>Egress is the traffic that leaves a hosting environment, and it is often the most important variable for a globally distributed service. Use application logs, network flow data, server metrics, and provider billing exports to identify the top destinations and the services that generate them. Measure both total bytes and the pattern of those bytes: steady transfer, short peaks, large scheduled jobs, or unpredictable bursts.<\/p>\n<p>Map the traffic path for each important workflow. A request may travel from a user to an edge location, then to an origin, then to a storage or database service in another region. Replication and backup paths can add a second set of charges that are not visible in the customer-facing request. Drawing the path helps teams identify where a cheaper hosting location could create a more expensive network design.<\/p>\n<p>Location also affects operational requirements. Some services need data to remain in a particular jurisdiction, while others need a second site for continuity. Include the cost of the primary site, failover site, replication, health checks, and recovery tests. A bandwidth estimate that models only normal traffic can understate the cost of keeping the service available during an incident.<\/p>\n<h2><strong>Reduce billable bandwidth before increasing capacity<\/strong><\/h2>\n<p>Cost control often begins with sending fewer bytes, not simply negotiating a lower rate. Review the application and delivery path for repeated transfers, oversized assets, unnecessary polling, and data that can be cached or compressed. Efficiency work can reduce both the direct transfer bill and the infrastructure required to serve the same user demand.<\/p>\n<ul>\n<li>Cache static content closer to users and set an appropriate cache lifetime<\/li>\n<li>Compress text, structured data, images, and other transferable assets<\/li>\n<li>Use suitable image and video formats and review quality settings<\/li>\n<li>Separate backup and replication traffic from customer-facing delivery<\/li>\n<li>Remove duplicate transfers and review polling or retry behaviour<\/li>\n<li>Set alerts for unusual egress, regional spikes, and unexpected overage<\/li>\n<\/ul>\n<p>Validate each optimisation against performance, resilience, and data-retention requirements. A higher cache lifetime may reduce transfer but require a clear invalidation process. Compression may save bandwidth but add processing time. A lower replication frequency may reduce cost but change recovery objectives. Record the trade-off so that savings are not evaluated in isolation from service quality.<\/p>\n<h2><strong>Use low, base, and high scenarios for long-term planning<\/strong><\/h2>\n<p>A long-term bandwidth forecast should not be a single line that assumes the future will look like the past. Build low, base, and high scenarios over the planning horizon, such as 12, 36, and 60 months. Each scenario should state its assumptions for user growth, data per request, regional mix, transfer rates, currency, redundancy, and architectural changes.<\/p>\n<ul>\n<li>Low scenario: measured traffic with conservative workload growth and stable architecture<\/li>\n<li>Base scenario: expected growth, planned regions, and known product changes<\/li>\n<li>High scenario: faster adoption, larger payloads, more regions, or a failover event<\/li>\n<\/ul>\n<p>Run sensitivity tests to find the assumptions that change the result most. If a small change in regional traffic makes the plan unaffordable, that region needs closer monitoring or a different delivery design. If the result is driven mainly by a contract renewal, the commercial review should begin before the renewal date. The forecast becomes useful when it leads to a specific decision or alert.<\/p>\n<h2><strong>Review contracts and provider terms over time<\/strong><\/h2>\n<p>A bandwidth cost trend is shaped by contract language as well as usage. Check the included transfer, overage rate, committed capacity, burst rules, port or cross-connect fees, regional availability, IP charges, support level, currency, taxes, renewal terms, and exit conditions. Confirm whether the quoted rate applies to all destinations and whether failover or migration traffic is treated differently.<\/p>\n<p>Record the effective date for every price and allowance in the cost model. When a provider changes a plan, update the model with the new terms and keep the previous version for comparison. This makes it possible to distinguish a genuine traffic trend from a billing-plan change and gives stakeholders a clear explanation for any budget movement.<\/p>\n<h2><strong>Build a bandwidth cost dashboard<\/strong><\/h2>\n<p>A monthly dashboard turns a long-term forecast into an operating process. It should connect traffic, cost, service, and forecast data rather than reporting a single total. Use the same region and workload names in application monitoring, provider bills, and finance reports so that teams can reconcile the numbers without rebuilding the analysis each month.<\/p>\n<ul>\n<li>Total bytes in and out by region, service, and destination<\/li>\n<li>Effective cost per gigabyte, user, request, or delivered asset<\/li>\n<li>Average, peak, and 95th-percentile utilisation where relevant<\/li>\n<li>Top traffic sources, destinations, and unexpected changes<\/li>\n<li>Cache hit ratio, compression ratio, and transfer saved by optimisation<\/li>\n<li>Forecast versus actual traffic and cost, with the variance explained<\/li>\n<\/ul>\n<p>Set review thresholds for both cost and traffic. A threshold can trigger a technical investigation, a provider discussion, or a capacity review. Review the dashboard after a product launch, a new market rollout, a major backup change, or a failover test. These events often reveal a trend earlier than an annual budget review.<\/p>\n<h2><strong>Connect bandwidth planning with service architecture<\/strong><\/h2>\n<p>Bandwidth decisions should be made with the wider service architecture. Hosting location, caching, database placement, object storage, replication, failover, and content delivery all affect the amount and direction of traffic. A change that reduces one charge can create another if it moves data across regions or requires a new origin path.<\/p>\n<p>A multi-site design may reduce latency and improve resilience, but it can also increase replication and operational overhead. A single-site design may simplify the bill, but it may not meet availability or regional performance requirements. Compare the alternatives using the same service objectives, traffic scenarios, and recovery assumptions. This keeps bandwidth planning connected to the decisions that create the traffic in the first place.<\/p>\n<h2><strong>Make the review part of the hosting lifecycle<\/strong><\/h2>\n<p>Bandwidth planning should continue after the initial hosting decision. Review the model at least before a contract renewal and whenever traffic, regions, products, or resilience requirements change. For a growing service, a quarterly review can show whether the current billing model still matches the traffic pattern and whether an architectural improvement has changed the cost curve.<\/p>\n<ul>\n<li>Update measured traffic and billing data from the latest period<\/li>\n<li>Compare actual regional and workload growth with the forecast<\/li>\n<li>Record optimisation work, service impact, and realised savings<\/li>\n<li>Reprice alternative regions, delivery paths, and contract models<\/li>\n<li>Assign an owner and a date for the next bandwidth cost review<\/li>\n<\/ul>\n<p>A repeatable review creates a record of why the hosting design was selected and when it should change. It also reduces the risk of reacting to an unexpected bill after the traffic has already grown. Long-term cost control is more reliable when measurement, architecture, commercial terms, and capacity decisions are considered together.<\/p>\n<h2><strong>Conclusion<\/strong><\/h2>\n<p>Evaluating long-term bandwidth cost trends for international hosting means looking beyond a monthly server price. Measure traffic by region and workload, separate volume changes from price changes, compare billing models, model low, base, and high scenarios, reduce unnecessary transfer, review contracts, and connect bandwidth decisions with service architecture. End each review with the assumptions, thresholds, actions, and next review date recorded clearly.<\/p>\n<p>For businesses evaluating international hosting, Dataplugs can provide <a href=\"https:\/\/www.dataplugs.com\/en\/product\/dedicated-server\/\">dedicated server hosting<\/a> environments that support regional deployment, bandwidth planning, monitoring, and migration reviews. The right infrastructure choice should be evaluated against bandwidth, workload, availability, and support requirements&mdash;not only the monthly server price.<\/p>\n<p>For more information about Dataplugs hosting solutions, contact <a href=\"mailto:sales@dataplugs.com\">sales@dataplugs.com<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>International hosting decisions often look simple when they are reduced to a monthly server price. In practice, the long-term cost of serving users across borders &#8230; <a class=\"understrap-read-more-link\" href=\"https:\/\/www.dataplugs.com\/en\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\/\">read more<\/a><\/p>\n","protected":false},"author":27,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_cloudinary_featured_overwrite":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-70678","post","type-post","status-publish","format-standard","hentry","category-industry-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Evaluating Long Term Bandwidth Cost Trends for International Hosting<\/title>\n<meta name=\"description\" content=\"Learn how to evaluate long-term bandwidth cost trends for international hosting by comparing traffic, egress, regions, contracts, capacity, and workload growth.\" \/>\n<meta name=\"robots\" content=\"index, follow\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.dataplugs.com\/en\/wp-json\/wp\/v2\/posts\/70678\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Evaluating Long Term Bandwidth Cost Trends for International Hosting\" \/>\n<meta property=\"og:description\" content=\"Learn how to evaluate long-term bandwidth cost trends for international hosting by comparing traffic, egress, regions, contracts, capacity, and workload growth.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.dataplugs.com\/en\/wp-json\/wp\/v2\/posts\/70678\" \/>\n<meta property=\"og:site_name\" content=\"Dataplugs\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/dataplugs\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-03T03:59:53+00:00\" \/>\n<meta name=\"author\" content=\"Debbie Ng\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@dataplugs\" \/>\n<meta name=\"twitter:site\" content=\"@dataplugs\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Debbie Ng\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":{\"0\":{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.dataplugs.com\\\/en\\\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.dataplugs.com\\\/en\\\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\\\/\"},\"author\":{\"name\":\"Debbie Ng\",\"@id\":\"https:\\\/\\\/www.dataplugs.com\\\/sc\\\/#\\\/schema\\\/person\\\/127fb245420a4b593825746d930e514d\"},\"headline\":\"Evaluating Long Term Bandwidth Cost Trends for International Hosting\",\"datePublished\":\"2026-09-03T03:59:53+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.dataplugs.com\\\/en\\\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\\\/\"},\"wordCount\":2040,\"publisher\":{\"@id\":\"https:\\\/\\\/www.dataplugs.com\\\/sc\\\/#organization\"},\"articleSection\":[\"Industry News\"],\"inLanguage\":\"en-US\",\"url\":\"\",\"about\":{\"@id\":\"https:\\\/\\\/www.dataplugs.com\\\/en\\\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\\\/\"},\"thumbnailUrl\":\"https:\\\/\\\/www.dataplugs.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/dp-blog-2026-09-03-blogA.png\"},\"1\":{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.dataplugs.com\\\/en\\\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\\\/\",\"url\":\"https:\\\/\\\/www.dataplugs.com\\\/en\\\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\\\/\",\"name\":\"Evaluating Long Term Bandwidth Cost Trends for International Hosting\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.dataplugs.com\\\/sc\\\/#website\"},\"datePublished\":\"2026-09-03T03:59:53+00:00\",\"description\":\"Learn how to evaluate long-term bandwidth cost trends for international hosting by comparing traffic, egress, regions, contracts, capacity, and workload growth.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.dataplugs.com\\\/en\\\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.dataplugs.com\\\/en\\\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\\\/\"]}]},\"2\":{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.dataplugs.com\\\/en\\\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.dataplugs.com\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Blog\",\"item\":\"https:\\\/\\\/www.dataplugs.com\\\/en\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Evaluating Long Term Bandwidth Cost Trends for International Hosting\"}]},\"5\":{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.dataplugs.com\\\/sc\\\/#\\\/schema\\\/person\\\/127fb245420a4b593825746d930e514d\",\"name\":\"Debbie Ng\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.dataplugs.com\\\/wp-content\\\/litespeed\\\/avatar\\\/01316e0bdeea33987a41c389a69af8c7.jpg?ver=1788178081\",\"url\":\"https:\\\/\\\/www.dataplugs.com\\\/wp-content\\\/litespeed\\\/avatar\\\/01316e0bdeea33987a41c389a69af8c7.jpg?ver=1788178081\",\"contentUrl\":\"https:\\\/\\\/www.dataplugs.com\\\/wp-content\\\/litespeed\\\/avatar\\\/01316e0bdeea33987a41c389a69af8c7.jpg?ver=1788178081\",\"caption\":\"Debbie Ng\"}}}}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Evaluating Long Term Bandwidth Cost Trends for International Hosting","description":"Learn how to evaluate long-term bandwidth cost trends for international hosting by comparing traffic, egress, regions, contracts, capacity, and workload growth.","robots":{"index":"index","follow":"follow"},"canonical":"https:\/\/www.dataplugs.com\/en\/wp-json\/wp\/v2\/posts\/70678","og_locale":"en_US","og_type":"article","og_title":"Evaluating Long Term Bandwidth Cost Trends for International Hosting","og_description":"Learn how to evaluate long-term bandwidth cost trends for international hosting by comparing traffic, egress, regions, contracts, capacity, and workload growth.","og_url":"https:\/\/www.dataplugs.com\/en\/wp-json\/wp\/v2\/posts\/70678","og_site_name":"Dataplugs","article_publisher":"https:\/\/www.facebook.com\/dataplugs\/","article_published_time":"2026-09-03T03:59:53+00:00","author":"Debbie Ng","twitter_card":"summary_large_image","twitter_creator":"@dataplugs","twitter_site":"@dataplugs","twitter_misc":{"Written by":"Debbie Ng"},"schema":{"@context":"https:\/\/schema.org","@graph":{"0":{"@type":"Article","@id":"https:\/\/www.dataplugs.com\/en\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\/#article","isPartOf":{"@id":"https:\/\/www.dataplugs.com\/en\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\/"},"author":{"name":"Debbie Ng","@id":"https:\/\/www.dataplugs.com\/sc\/#\/schema\/person\/127fb245420a4b593825746d930e514d"},"headline":"Evaluating Long Term Bandwidth Cost Trends for International Hosting","datePublished":"2026-09-03T03:59:53+00:00","mainEntityOfPage":{"@id":"https:\/\/www.dataplugs.com\/en\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\/"},"wordCount":2040,"publisher":{"@id":"https:\/\/www.dataplugs.com\/sc\/#organization"},"articleSection":["Industry News"],"inLanguage":"en-US","url":"","about":{"@id":"https:\/\/www.dataplugs.com\/en\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\/"},"thumbnailUrl":"https:\/\/www.dataplugs.com\/wp-content\/uploads\/2026\/09\/dp-blog-2026-09-03-blogA.png"},"1":{"@type":"WebPage","@id":"https:\/\/www.dataplugs.com\/en\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\/","url":"https:\/\/www.dataplugs.com\/en\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\/","name":"Evaluating Long Term Bandwidth Cost Trends for International Hosting","isPartOf":{"@id":"https:\/\/www.dataplugs.com\/sc\/#website"},"datePublished":"2026-09-03T03:59:53+00:00","description":"Learn how to evaluate long-term bandwidth cost trends for international hosting by comparing traffic, egress, regions, contracts, capacity, and workload growth.","breadcrumb":{"@id":"https:\/\/www.dataplugs.com\/en\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.dataplugs.com\/en\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\/"]}]},"2":{"@type":"BreadcrumbList","@id":"https:\/\/www.dataplugs.com\/en\/evaluating-long-term-bandwidth-cost-trends-for-international-hosting\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.dataplugs.com\/en\/"},{"@type":"ListItem","position":2,"name":"Blog","item":"https:\/\/www.dataplugs.com\/en\/blog\/"},{"@type":"ListItem","position":3,"name":"Evaluating Long Term Bandwidth Cost Trends for International Hosting"}]},"5":{"@type":"Person","@id":"https:\/\/www.dataplugs.com\/sc\/#\/schema\/person\/127fb245420a4b593825746d930e514d","name":"Debbie Ng","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.dataplugs.com\/wp-content\/litespeed\/avatar\/01316e0bdeea33987a41c389a69af8c7.jpg?ver=1788178081","url":"https:\/\/www.dataplugs.com\/wp-content\/litespeed\/avatar\/01316e0bdeea33987a41c389a69af8c7.jpg?ver=1788178081","contentUrl":"https:\/\/www.dataplugs.com\/wp-content\/litespeed\/avatar\/01316e0bdeea33987a41c389a69af8c7.jpg?ver=1788178081","caption":"Debbie Ng"}}}}},"_links":{"self":[{"href":"https:\/\/www.dataplugs.com\/en\/wp-json\/wp\/v2\/posts\/70678","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.dataplugs.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.dataplugs.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.dataplugs.com\/en\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/www.dataplugs.com\/en\/wp-json\/wp\/v2\/comments?post=70678"}],"version-history":[{"count":1,"href":"https:\/\/www.dataplugs.com\/en\/wp-json\/wp\/v2\/posts\/70678\/revisions"}],"predecessor-version":[{"id":70682,"href":"https:\/\/www.dataplugs.com\/en\/wp-json\/wp\/v2\/posts\/70678\/revisions\/70682"}],"wp:attachment":[{"href":"https:\/\/www.dataplugs.com\/en\/wp-json\/wp\/v2\/media?parent=70678"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.dataplugs.com\/en\/wp-json\/wp\/v2\/categories?post=70678"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.dataplugs.com\/en\/wp-json\/wp\/v2\/tags?post=70678"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}