{
    "ready": true,
    "site": {
        "id": 0,
        "domain": "arkives.in",
        "display_name": "ARKives",
        "primary_country_code": "IN",
        "category_name": "News & Media"
    },
    "metrics": {
        "global_rank": 29793,
        "country_rank": 67,
        "category_rank": 1006,
        "daily_pageviews_per_visitor": 3.44,
        "daily_time_on_site_seconds": 264,
        "bounce_rate": 40.58,
        "search_visits_percent": 48.31,
        "total_sites_linking_in": 1,
        "monthly_unique_visitors": 128,
        "recorded_at": "2026-03-19 02:01:23"
    },
    "audit": {
        "score": 82
    },
    "traffic_sources": {
        "direct_percent": 22.03,
        "search_percent": 42.36,
        "social_percent": 16.55,
        "referral_percent": 10.64,
        "email_percent": 3.51,
        "paid_percent": 4.91
    },
    "seo_profile": {
        "backlinks_total": 1,
        "referring_domains": 1,
        "dofollow_backlinks_percent": 0,
        "organic_keywords": 70,
        "indexed_pages": 64,
        "page_speed_score": 91,
        "mobile_friendliness_score": 80,
        "authority_score": 36,
        "spam_risk_score": 37
    },
    "crawl_report": {
        "robots_status": 404,
        "sitemap_status": 200,
        "sitemap_total_urls": 64,
        "crawl_blocked": false,
        "crawl_blocked_by": "",
        "crawl_blocked_reason": "",
        "notes": [
            "robots.txt could not be confirmed."
        ],
        "created_at": "2026-03-19 02:01:23"
    },
    "keywords": [
        {
            "keyword": "ARKives",
            "position": 22,
            "search_engine": "Estimated",
            "checked_at": "2026-04-19 10:56:30",
            "is_estimated": true
        },
        {
            "keyword": "ARKives news & media",
            "position": 24,
            "search_engine": "Estimated",
            "checked_at": "2026-04-19 10:56:30",
            "is_estimated": true
        },
        {
            "keyword": "ARKives reviews",
            "position": 26,
            "search_engine": "Estimated",
            "checked_at": "2026-04-19 10:56:30",
            "is_estimated": true
        },
        {
            "keyword": "arkives",
            "position": 28,
            "search_engine": "Estimated",
            "checked_at": "2026-04-19 10:56:30",
            "is_estimated": true
        },
        {
            "keyword": "about",
            "position": 30,
            "search_engine": "Estimated",
            "checked_at": "2026-04-19 10:56:30",
            "is_estimated": true
        },
        {
            "keyword": "posts",
            "position": 32,
            "search_engine": "Estimated",
            "checked_at": "2026-04-19 10:56:30",
            "is_estimated": true
        },
        {
            "keyword": "series",
            "position": 34,
            "search_engine": "Estimated",
            "checked_at": "2026-04-19 10:56:30",
            "is_estimated": true
        },
        {
            "keyword": "projects",
            "position": 36,
            "search_engine": "Estimated",
            "checked_at": "2026-04-19 10:56:30",
            "is_estimated": true
        }
    ],
    "rating": {
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        "label": "Healthy",
        "breakdown": [
            {
                "label": "Technical foundation",
                "score": 13,
                "max": 18
            },
            {
                "label": "Authority & trust",
                "score": 11,
                "max": 30
            },
            {
                "label": "Reach & market presence",
                "score": 3,
                "max": 18
            },
            {
                "label": "Search visibility",
                "score": 3,
                "max": 12
            },
            {
                "label": "Engagement & retention",
                "score": 7,
                "max": 10
            },
            {
                "label": "Channels & diversification",
                "score": 4,
                "max": 6
            },
            {
                "label": "Registry stability",
                "score": 5,
                "max": 6
            },
            {
                "label": "Quality system",
                "score": 72,
                "max": 100
            },
            {
                "label": "Reputation system",
                "score": 40,
                "max": 100
            },
            {
                "label": "Safety system",
                "score": 100,
                "max": 100
            },
            {
                "label": "Evidence confidence",
                "score": 100,
                "max": 100
            },
            {
                "label": "External intelligence",
                "score": 50,
                "max": 100
            }
        ],
        "authority_score": 36,
        "quality_score": 72,
        "reputation_score": 40,
        "safety_score": 100,
        "confidence_score": 100,
        "fraud_score": 3,
        "authority_signals": {
            "backlinks": 1,
            "referring_domains": 1,
            "organic_keywords": 70,
            "indexed_pages": 64,
            "monthly_visitors": 128,
            "global_rank": 29793,
            "engagement_score": 73,
            "crawl_quality_score": 87,
            "brand_completeness_score": 54,
            "link_diversity_score": 92,
            "technical_reliability_score": 77,
            "whois_score": 76,
            "whois_age_years": 14.2,
            "whois_stability_score": 100,
            "spam_penalty": 3
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            "age_years": 14.2,
            "days_to_expiry": 283,
            "days_since_last_registry_update": 36,
            "stability_score": 100,
            "registrar_changes": 0,
            "ownership_changes": 0,
            "nameserver_changes": 0,
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            "history_entries": 1,
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            "dnssec_enabled": false,
            "has_registrant_country": false,
            "registrant_country": "",
            "nameserver_count": 4,
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    },
    "authority_score": 36,
    "trust_score": 51,
    "domain_tags": {
        "primary_tag": "T",
        "primary_tag_score": 71,
        "primary_candidate": "T",
        "primary_candidate_score": 71,
        "tag_codes": "T,Uncertain",
        "tags": [
            {
                "code": "T",
                "label": "Trusted",
                "tone": "good",
                "description": "Strong trust, stability, and low-risk signals were detected.",
                "reason": "Low spam indicators plus strong trust, quality, registry, and stability signals were detected.",
                "message": "The site shows a reasonably trustworthy and stable profile.",
                "priority": 71,
                "score": 71,
                "match_percent": 71,
                "threshold_band": "strong"
            },
            {
                "code": "Uncertain",
                "label": "Uncertain",
                "tone": "unknown",
                "description": "External checks stayed inconclusive, so the model avoided a harder verdict.",
                "reason": "The evidence is mixed or only partially corroborated, so the system avoided a harder automated verdict.",
                "message": "The evidence is materially mixed or partially corroborated, so the model is avoiding a harder verdict.",
                "priority": 68,
                "score": 68,
                "match_percent": 68,
                "threshold_band": "strong"
            }
        ],
        "tag_breakdown": [
            {
                "code": "T",
                "label": "Trusted",
                "tone": "good",
                "description": "Strong trust, stability, and low-risk signals were detected.",
                "reason": "Low spam indicators plus strong trust, quality, registry, and stability signals were detected.",
                "message": "The site shows a reasonably trustworthy and stable profile.",
                "priority": 71,
                "score": 71,
                "match_percent": 71,
                "threshold_band": "strong"
            },
            {
                "code": "Uncertain",
                "label": "Uncertain",
                "tone": "unknown",
                "description": "External checks stayed inconclusive, so the model avoided a harder verdict.",
                "reason": "The evidence is mixed or only partially corroborated, so the system avoided a harder automated verdict.",
                "message": "The evidence is materially mixed or partially corroborated, so the model is avoiding a harder verdict.",
                "priority": 68,
                "score": 68,
                "match_percent": 68,
                "threshold_band": "strong"
            },
            {
                "code": "Infra",
                "label": "Risky infrastructure",
                "tone": "caution",
                "description": "The hosting / registrar / nameserver neighbourhood looks unusually risky.",
                "reason": "The infrastructure neighbourhood looks riskier than normal.",
                "message": "Infrastructure risk does not currently stand out.",
                "priority": 18,
                "score": 18,
                "match_percent": 18,
                "threshold_band": "none"
            },
            {
                "code": "C",
                "label": "Caution",
                "tone": "caution",
                "description": "Signals are mixed or weak, so this domain should be treated carefully.",
                "reason": "Review carefully: mixed trust signals.",
                "message": "The current crawl does not show a meaningful caution match.",
                "priority": 0,
                "score": 0,
                "match_percent": 0,
                "threshold_band": "none"
            },
            {
                "code": "Crypto",
                "label": "Crypto drainer risk",
                "tone": "toxic",
                "description": "Wallet-connect or seed-phrase theft patterns were detected.",
                "reason": "Wallet-connect or seed-phrase theft patterns were detected.",
                "message": "No meaningful crypto-drainer signals were detected.",
                "priority": 0,
                "score": 0,
                "match_percent": 0,
                "threshold_band": "none"
            }
        ],
        "nsfw_score": 0,
        "trust_score": 52,
        "manual": {
            "has_changes": false,
            "verified_status": "",
            "tag_codes": "",
            "rating_delta": 0,
            "authority_delta": 0,
            "trust_delta": 0,
            "note": "",
            "adjusted_by": 0,
            "adjusted_at": "",
            "lock_scores": false,
            "lock_flags": false
        },
        "summary": "Trusted (71% match) because low spam indicators plus strong trust, quality, registry, and stability signals were detected.",
        "external_intel": [],
        "external_decision": [],
        "signal_scores": [
            {
                "label": "Strongest tag heuristic",
                "value": "T · 71%",
                "tone": "good",
                "detail": "The highest raw tag match from the heuristic engine before visibility thresholds and manual overrides."
            },
            {
                "label": "Trust score",
                "value": "52/100",
                "tone": "caution",
                "detail": "Confidence derived from authority, crawl quality, stability, and risk signals."
            },
            {
                "label": "Authority score",
                "value": "36/100",
                "tone": "caution",
                "detail": "A higher authority score usually means broader reputation and backlink confidence."
            },
            {
                "label": "Spam risk",
                "value": "20/100",
                "tone": "good",
                "detail": "Lower is better. This blends spam indicators with false-positive protections for legitimate sites."
            },
            {
                "label": "Quality score",
                "value": "77/100",
                "tone": "good",
                "detail": "Based on crawl quality, content completeness, and technical evidence."
            },
            {
                "label": "Safety score",
                "value": "100/100",
                "tone": "good",
                "detail": "Higher is safer. Direct fraud signals can heavily cap this even when SEO signals look strong."
            },
            {
                "label": "Fraud score",
                "value": "0/100",
                "tone": "good",
                "detail": "Lower is better. This reflects phishing, drainer, fake-support, fake-shop, and malware signals."
            },
            {
                "label": "Infrastructure risk",
                "value": "18/100",
                "tone": "good",
                "detail": "Lower is better. This reflects the IP, registrar, and nameserver neighbourhood seen by the crawler."
            },
            {
                "label": "Evidence confidence",
                "value": "100/100",
                "tone": "good",
                "detail": "Higher means the crawler had enough pages and registry evidence to make a stronger call."
            },
            {
                "label": "External evidence",
                "value": "Low",
                "tone": "unknown",
                "detail": "Quality of the structured search and review evidence cluster."
            },
            {
                "label": "External decision",
                "value": "Inconclusive",
                "tone": "unknown",
                "detail": "How third-party evidence compares with the current candidate tag."
            },
            {
                "label": "NSFW score",
                "value": "0/100",
                "tone": "good",
                "detail": "Context-aware adult-content detection with medical / educational false-positive reduction."
            },
            {
                "label": "Registry stability",
                "value": "100/100",
                "tone": "good",
                "detail": "Based on age, expiry runway, and the amount of ownership / registrar churn."
            }
        ],
        "signal_sections": [
            {
                "title": "Registry & ownership",
                "items": [
                    {
                        "label": "Domain age",
                        "value": "14.2 years",
                        "tone": "good",
                        "detail": "Older domains generally carry more historical trust than very new ones."
                    },
                    {
                        "label": "Stability score",
                        "value": "100/100",
                        "tone": "good",
                        "detail": "Penalised by registrar, ownership, and nameserver churn."
                    },
                    {
                        "label": "Days to expiry",
                        "value": "283",
                        "tone": "good",
                        "detail": "Very short renewal windows can be a weak trust signal."
                    },
                    {
                        "label": "Registrar / ownership changes",
                        "value": "0 / 0",
                        "tone": "good",
                        "detail": "Frequent ownership churn can weaken trust."
                    },
                    {
                        "label": "Nameserver changes",
                        "value": "0",
                        "tone": "good",
                        "detail": "Repeated infrastructure changes can indicate instability."
                    },
                    {
                        "label": "DNSSEC / privacy",
                        "value": "DNSSEC off · privacy off",
                        "tone": "caution",
                        "detail": "DNSSEC strengthens DNS trust; privacy is neutral on its own."
                    }
                ]
            },
            {
                "title": "Reputation & search evidence",
                "items": [
                    {
                        "label": "Backlinks",
                        "value": "1",
                        "tone": "unknown",
                        "detail": "Broader backlink evidence usually improves confidence."
                    },
                    {
                        "label": "Referring domains",
                        "value": "1",
                        "tone": "unknown",
                        "detail": "Unique linking domains are more useful than raw link volume."
                    },
                    {
                        "label": "Organic keywords",
                        "value": "70",
                        "tone": "caution",
                        "detail": "Search footprint helps distinguish real sites from thin shells."
                    },
                    {
                        "label": "Indexed pages",
                        "value": "64",
                        "tone": "caution",
                        "detail": "Larger index coverage usually means more evidence to classify from."
                    },
                    {
                        "label": "Brand strength",
                        "value": "54/100",
                        "tone": "good",
                        "detail": "Stronger brand signals reduce false positives for legitimate sites."
                    },
                    {
                        "label": "Risk label",
                        "value": "GOOD",
                        "tone": "unknown",
                        "detail": "This is the raw crawl / heuristic risk label feeding the tag model."
                    }
                ]
            },
            {
                "title": "Crawl, content & technicals",
                "items": [
                    {
                        "label": "HTTP status",
                        "value": "200",
                        "tone": "good",
                        "detail": "Healthy responses make classification more reliable."
                    },
                    {
                        "label": "HTTPS / speed",
                        "value": "HTTPS OK · 570 ms",
                        "tone": "good",
                        "detail": "Slow or broken technical signals weaken confidence."
                    },
                    {
                        "label": "Content words",
                        "value": "219",
                        "tone": "caution",
                        "detail": "Thin pages are harder to trust and easier to manipulate."
                    },
                    {
                        "label": "Schema / structure",
                        "value": "0 schema · meta · H1",
                        "tone": "caution",
                        "detail": "Structured markup and basic on-page hygiene improve quality confidence."
                    },
                    {
                        "label": "Links on page",
                        "value": "26 internal · 3 external",
                        "tone": "good",
                        "detail": "Link patterns help detect thin directories and promo pages."
                    },
                    {
                        "label": "Page speed / mobile",
                        "value": "91/100 · 80/100",
                        "tone": "good",
                        "detail": "Better technical quality generally reduces low-effort site patterns."
                    },
                    {
                        "label": "Crawl access",
                        "value": "Open",
                        "tone": "good",
                        "detail": "The crawler reached the site without an anti-bot challenge."
                    }
                ]
            },
            {
                "title": "External evidence & explainability",
                "items": [
                    {
                        "label": "Decision state",
                        "value": "Inconclusive",
                        "tone": "unknown",
                        "detail": "Structured third-party evidence is still too thin, mixed, or unqualified to force a harder verdict."
                    },
                    {
                        "label": "Evidence quality",
                        "value": "Low",
                        "tone": "unknown",
                        "detail": "Blends source trust, domain matching, evidence diversity, and freshness."
                    },
                    {
                        "label": "Support vs contradiction",
                        "value": "0 / 0",
                        "tone": "unknown",
                        "detail": "Compares how much structured external evidence supports the candidate tag against evidence that contradicts it."
                    },
                    {
                        "label": "Qualified risk sources",
                        "value": "No",
                        "tone": "good",
                        "detail": "Risk tags only promote from external evidence when source diversity or source trust thresholds are met."
                    },
                    {
                        "label": "Uncertainty buffer",
                        "value": "Clear",
                        "tone": "good",
                        "detail": "Prevents thin or mixed external evidence from forcing a stronger tag than the evidence can justify."
                    }
                ]
            }
        ],
        "positives": [
            "Established domain age: 14.2 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness."
        ],
        "risks": []
    },
    "traffic_confidence": 54,
    "whois": {
        "current": {
            "id": 28313,
            "domain": "arkives.in",
            "source_type": "rdap",
            "rdap_url": "https://rdap.nixiregistry.in/rdap/domain/arkives.in",
            "registrar_name": "Endurance Digital Domain Technology Private Limited",
            "registrar_handle": "801217",
            "registrant_name": "",
            "registrant_org": "N/A",
            "registrant_country": "",
            "registrant_email": "",
            "abuse_email": "apac-tldadmin@endurance.com",
            "created_date": "2012-01-27 16:20:58",
            "updated_date": "2026-03-13 16:22:00",
            "expires_date": "2027-01-27 16:20:58",
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            "status_json": "[\"client transfer prohibited\"]",
            "dnssec": "unsigned",
            "privacy_protected": 0,
            "content_hash": "28b582ca3bde21af4f4f6d964e9ef4ba0c457dc235da6746b1bf0139d3306562",
            "history_count": 1,
            "last_checked_at": "2026-03-19 02:01:14",
            "last_changed_at": "2026-03-19 02:01:14",
            "created_at": "2026-03-19 02:01:15",
            "updated_at": "2026-03-19 02:01:15"
        },
        "history": [
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                "domain": "arkives.in",
                "source_type": "rdap",
                "registrar_name": "Endurance Digital Domain Technology Private Limited",
                "registrar_handle": "801217",
                "registrant_name": "",
                "registrant_org": "N/A",
                "registrant_country": "",
                "registrant_email": "",
                "abuse_email": "apac-tldadmin@endurance.com",
                "created_date": "2012-01-27 16:20:58",
                "updated_date": "2026-03-13 16:22:00",
                "expires_date": "2027-01-27 16:20:58",
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                "status_json": "[\"client transfer prohibited\"]",
                "dnssec": "unsigned",
                "privacy_protected": 0,
                "content_hash": "28b582ca3bde21af4f4f6d964e9ef4ba0c457dc235da6746b1bf0139d3306562",
                "checked_at": "2026-03-19 02:01:14",
                "change_summary": "Initial WHOIS snapshot captured.",
                "created_at": "2026-03-19 02:01:14"
            }
        ],
        "signals": {
            "age_years": 14.2,
            "days_to_expiry": 283,
            "days_since_last_registry_update": 36,
            "stability_score": 100,
            "registrar_changes": 0,
            "ownership_changes": 0,
            "nameserver_changes": 0,
            "status_changes": 0,
            "history_entries": 1,
            "privacy_protected": false,
            "dnssec_enabled": false,
            "has_registrant_country": false,
            "registrant_country": "",
            "nameserver_count": 4,
            "status_count": 1
        }
    },
    "discovered_domain": {
        "id": 96152,
        "domain": "arkives.in",
        "first_seen_at": "2026-03-15 21:47:30",
        "last_crawled_at": "2026-03-19 02:01:23",
        "last_title": "ARKives",
        "last_http_status": 200,
        "discovered_from_domain": "512kb.club",
        "depth": 0,
        "backlinks_count": 1,
        "rating_cache": 53,
        "spam_score": 24,
        "risk_label": "good",
        "category_name": "News & Media",
        "primary_country_code": "IN",
        "internal_links_count": 26,
        "external_links_count": 3,
        "social_profiles_count": 2,
        "content_word_count": 219,
        "title_quality_score": 65,
        "has_meta_description": 1,
        "has_h1": 1,
        "language_code": "en",
        "response_time_ms": 570,
        "robots_status": 404,
        "sitemap_status": 200,
        "sitemap_total_urls": 64,
        "quality_score": 77,
        "site_name": "",
        "canonical_domain": "",
        "favicon_present": 0,
        "schema_org_count": 0,
        "noindex_detected": 0,
        "feed_links_count": 0,
        "https_working": 1,
        "estimated_authority_score": 34,
        "trust_score": 81,
        "nsfw_score": 0,
        "overall_rank_estimate": 15678,
        "primary_tag": "Uncertain",
        "tag_codes": "Uncertain",
        "manual_verified_status": "",
        "manual_tag_codes": "",
        "manual_rating_delta": 0,
        "manual_authority_delta": 0,
        "manual_trust_delta": 0,
        "manual_note": null,
        "manual_adjusted_by": null,
        "manual_adjusted_at": null,
        "manual_lock_scores": 0,
        "manual_lock_flags": 0,
        "crawl_blocked": 0,
        "crawl_blocked_by": "",
        "crawl_blocked_reason": null,
        "safety_score": 100,
        "fraud_score": 3,
        "legitimacy_score": 49,
        "infrastructure_risk_score": 18,
        "score_confidence": 100,
        "tag_confidence": 73,
        "category_confidence": 18,
        "deep_crawl_pages": 50,
        "resolved_ip": "35.157.26.135",
        "category_candidates_json": "[{\"category\":\"News & Media\",\"score\":17},{\"category\":\"Technology\",\"score\":17},{\"category\":\"E-commerce\",\"score\":17},{\"category\":\"Manufacturing & Industrial\",\"score\":17}]",
        "page_signals_json": "[{\"path\":\"/about\",\"status\":200,\"title\":\"About - ARKives\",\"word_count\":607,\"summary_text\":\"About - ARKives About - ARKives ARKives Home Posts Series Projects Social About About Greetings people! I&rsquo;m Arjun Gangadharan a.k.a. Ark Arjun, a Geospatial, Civil engineer from Palakkad, in the valley of the Western Ghats in the south of India. I started out working in the Civil Engineering field after my UG, working across India and Saudi Arabia, but have been fortunate enough to be able to pursue my passion in Geospatial technology after completing Master of Technology. I currently work for SatSure Analytics India. I am good in ideation, conceptualization, productization and innovation with geospatial technologies. I volunteer at OpenStreetMap, Wikipedia and Swathanthra Malayalam Computing (SMC), and I am part of various FOSS projects. 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Some Engineering Truths August 18, 2024 #Kerala #Impact Stories There is a Bend on Mullaperiyar Dam? Is Google Map True? 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GIS Based Project Management System Development of a web GIS based framework for construction project management system. Read more &rarr; LoReS A geo-intelligent application for recommendation of locality (LoReS) to find the properties based on customer segmentation approach Read more &rarr; Cloud removal from MODIS imagery Development of a module and algorithm for removing the cloud cover form optical satellite imagery without losing the data and using FOSS libraries and tools. Read more &rarr; GIS based public transport - composite - social need index for Kozhikode Corporation A study to develop a public transport composite social need index for Kozh\",\"classification_terms\":[\"projects\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/social/\",\"status\":200,\"title\":\"Talks And Events - ARKives\",\"word_count\":1283,\"summary_text\":\"Talks And Events - ARKives Talks And Events - ARKives ARKives Home Posts Series Projects Social About Talks And Events In News | As a Guest writer 2026 24 January 2026 - Why Building Community in India needs a Local First Approach, lessons from OSM Kerala, a session and event co chair organiser at State of the India 2026 at Nashik Engineering Cluster, Nashik, Maharashtra. 23 January 2026 - Standards Are Boring, but Not Unimportant, a talk at FOSS4G Asia, Nashik, Maharashtra. [Watch Recording] 17 January 2026 - Why Future Careers are Built between Subjects - From Satellites to AI, a career exploration session for students of Chinmaya Vidyalaya, Pallavur, Palakkad. 2025 15-16 November 2025 - Qgis for Open Data, a workshop on Qgis and a session on A Journey of Building Scientific Temperament Through Maps at State of th\",\"classification_terms\":[\"social\",\"about\",\"news\",\"shop\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":6,\"depth\":1},{\"path\":\"/about/\",\"status\":200,\"title\":\"About - ARKives\",\"word_count\":607,\"summary_text\":\"About - ARKives About - ARKives ARKives Home Posts Series Projects Social About About Greetings people! I&rsquo;m Arjun Gangadharan a.k.a. Ark Arjun, a Geospatial, Civil engineer from Palakkad, in the valley of the Western Ghats in the south of India. I started out working in the Civil Engineering field after my UG, working across India and Saudi Arabia, but have been fortunate enough to be able to pursue my passion in Geospatial technology after completing Master of Technology. I currently work for SatSure Analytics India. I am good in ideation, conceptualization, productization and innovation with geospatial technologies. I volunteer at OpenStreetMap, Wikipedia and Swathanthra Malayalam Computing (SMC), and I am part of various FOSS projects. 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Is Google Map True? August 6, 2024 #Geospatial #Kerala #Maps #Impact Stories City Expansion: Driving Transit Innovation and Last-Mile Connectivity March 30, 2024 #Geospatial #GIS #Technology A Cartographer&#39;s Lament: The Taj Mahal Story June 25, 2023 #Geospatial #Maps #Impact Stories Role of Open Data in the Geospatial World October 23, 2022 #As Guest Writer #Data #Geospatial Google Maps, The Odiyan of Kochi! 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Some Engineering Truths August 18, 2024 #Kerala #Impact Stories There is a Bend on Mullaperiyar Dam? Is Google Map True? 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The news quotes my experiences while collecting for Kochi transport mapping. 02, 03, 04 November 2021 - Map Kerala (alpha) Release by OpenDataKerala Map Kerala Geoportal&rsquo;s alpha version released was for the public on the first anniversary of Open Data Kerala. Read the post for more details. The Hindu reported the news on 02th on the onlineversion and on 03rd in the print\",\"classification_terms\":[\"news\",\"about\",\"blog\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/posts/02/2026/understanding-base-maps-tile-services-and-vector-tiles/\",\"status\":200,\"title\":\"Understanding Base Maps, Tile Services and Vector Tiles - ARKives\",\"word_count\":1587,\"summary_text\":\"Understanding Base Maps, Tile Services and Vector Tiles - ARKives Understanding Base Maps, Tile Services and Vector Tiles - ARKives ARKives Home Posts Series Projects Social About Understanding Base Maps, Tile Services and Vector Tiles Published: 24 February, 2026 8 mins(s) read Tags: #Geospatial #Technology Series: Table of contents: Base Maps Tile Services Raster Tile How Raster Tiles Are Generated Limitations of Raster Tiles  Vector Tile How Vector Tiles Are Generated Vector Tiles in Modern GIS Era Same Tile Pyramid, Different Content What Makes Vector Tiles P,owerful? Limitations of Vector Tiles This article explains the Map Tiles and the basic behind it. It also explains the two map tiling methods raster tiles and vector tiles. License: This article is licensed under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) licens\",\"classification_terms\":[\"posts/02/2026/understanding-base-maps-tile-services-and-vector-tiles\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/posts/12/2025/going-back-to-basics/\",\"status\":200,\"title\":\"Going Back to Basics - ARKives\",\"word_count\":1833,\"summary_text\":\"Going Back to Basics - ARKives Going Back to Basics - ARKives ARKives Home Posts Series Projects Social About Going Back to Basics Published: 1 December, 2025 9 mins(s) read Tags: #Geospatial Series: Table of contents: Preface Latitude and Longitude The Concept Way The Mnemonic Way Recall, Precision, Accuracy, and F1 score Recall Precision Accuracy F1 Score This article is intended to explain some basics of Geospatial, which many will get confused about and some smart ways to ensure you won&rsquo;t get confused again. License: This article is licensed under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license. Preface Recently, I was interacting with a junior and saw a print pinned to the desk board with plotted coordinates and axes. Out of curiosity, I asked what it was and the reply cam\",\"classification_terms\":[\"posts/12/2025/going-back-to-basics\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/posts/08/2025/from-passion-to-habit-routes-to-daily-mapping/\",\"status\":200,\"title\":\"From Passion to Habit: Routes to Daily Mapping - ARKives\",\"word_count\":1603,\"summary_text\":\"From Passion to Habit: Routes to Daily Mapping - ARKives From Passion to Habit: Routes to Daily Mapping - ARKives ARKives Home Posts Series Projects Social About From Passion to Habit: Routes to Daily Mapping Published: 9 August, 2025 7 mins(s) read Tags: #OpenStreetMap #Technology Series: Mapping for Tomorrow: Building Resilience through OpenStreetMap Contributions Posts from \\\"Mapping for Tomorrow: Building Resilience Through OpenStreetMap Contributions\\\" series: From Passion to Habit: Routes to Daily Mapping From Passion to Purpose: Navigating OSM Contributions The Mapping Evolution in My Life Table of contents: The Transition The Path HOT Tasking Manager COVID - The New possibilities Zoom in Map out Field mapping and applications OSM Guru Fellowship A Habitual mapper In the last two parts of the series Mapping for Tomorrow: Building Resilience\",\"classification_terms\":[\"posts/08/2025/from-passion-to-habit-routes-to-daily-mapping\",\"about\",\"blog\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/posts/03/2025/2024-discoveries-and-beginnings/\",\"status\":200,\"title\":\"2024 Discoveries and Beginnings - ARKives\",\"word_count\":1923,\"summary_text\":\"2024 Discoveries and Beginnings - ARKives 2024 Discoveries and Beginnings - ARKives ARKives Home Posts Series Projects Social About 2024 Discoveries and Beginnings Published: 20 March, 2025 9 mins(s) read Tags: #Technology Table of contents: Preface Concepts 1. CI/CD 2. KTLO 3. YES-Tech 4. Data Warehouse and Data Lake Technology 1. STAC 2. Workflow Management Platforms 3. Parquet and GeoParquet 4. Iceberg Tools 1. Airflow 2. Valohai 3. pygeoapi 4. Penpot 5. Metabase 6. OSM Inspector In this blog I talk about certain tech and new words which I came across or started working with in 2024. License: This article is licensed under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license. Preface When the new year raises its curtain it&rsquo;s always good to look back and have a reflection on the past and lea\",\"classification_terms\":[\"posts/03/2025/2024-discoveries-and-beginnings\",\"about\",\"api\",\"blog\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/posts/12/2024/standards-are-boring-but-not-unimportant/\",\"status\":200,\"title\":\"Standards are Boring, but not Unimportant - ARKives\",\"word_count\":1988,\"summary_text\":\"Standards are Boring, but not Unimportant - ARKives Standards are Boring, but not Unimportant - ARKives ARKives Home Posts Series Projects Social About Standards are Boring, but not Unimportant Published: 3 December, 2024 9 mins(s) read Tags: #Data #Geospatial Series: Open Data Posts from \\\"Open Data\\\" series: Standards are Boring, but not Unimportant Role of Open Data in the Geospatial World Table of contents: Preface Geodata OGC Standards Why do Standards Matter? A HEAVY Launch Story FAIR Principles Findable Data Accessible Data Interoperable Data Reusable Data Open Standards and Benefits Challenges This is the blog version of my talk From Data Silos to Data Sharing-A Geodata Perspective at State of the Map Asia 2024, Cox’s Bazar, Bangladesh. Here I am to touch upon are standards and their needs. License: This article is licensed under the\",\"classification_terms\":[\"posts/12/2024/standards-are-boring-but-not-unimportant\",\"about\",\"blog\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/posts/06/2024/from-passion-to-purpose-navigating-osm-contributions/\",\"status\":200,\"title\":\"From Passion to Purpose: Navigating OSM Contributions - ARKives\",\"word_count\":1615,\"summary_text\":\"From Passion to Purpose: Navigating OSM Contributions - ARKives From Passion to Purpose: Navigating OSM Contributions - ARKives ARKives Home Posts Series Projects Social About From Passion to Purpose: Navigating OSM Contributions Published: 10 June, 2024 8 mins(s) read Tags: #OpenStreetMap #Technology Series: Mapping for Tomorrow: Building Resilience through OpenStreetMap Contributions Posts from \\\"Mapping for Tomorrow: Building Resilience Through OpenStreetMap Contributions\\\" series: From Passion to Habit: Routes to Daily Mapping From Passion to Purpose: Navigating OSM Contributions The Mapping Evolution in My Life Table of contents: The Motivation What do I get mapping in OSM? 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The Tech The Philosophy Why are you contributing to OpenStreetMap? How did you end up in OpenStreetMap? Why should someone contribute to OpenStreetMap? etc. are some of the many questions I used to get when tal\",\"classification_terms\":[\"posts/06/2024/the-mapping-evolution-in-my-life\",\"about\",\"blog\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/posts/06/2021/the-mysterious-island-is-no-more-mysterious/\",\"status\":200,\"title\":\"The Mysterious Island is no more mysterious! - ARKives\",\"word_count\":1552,\"summary_text\":\"The Mysterious Island is no more mysterious! - ARKives The Mysterious Island is no more mysterious! - ARKives ARKives Home Posts Series Projects Social About The Mysterious Island is no more mysterious! Published: 20 June, 2021 7 mins(s) read Tags: #Geospatial #Kerala #Maps #Impact Stories Table of contents: The Payarumanni Island The Truth Google Maps Landsat 8 image Other High Resolution Satellite Data Turbidity Bathymetry Conclusion This blog is on the controversial island formation stories near Kochi coast and the truth behind it. The island is just a visual artefact. License: This article is licensed under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license. Earlier this month, there were reports flooding on the new channels, online media and the wildfire social media. In fact it was initiated there in soc\",\"classification_terms\":[\"posts/06/2021/the-mysterious-island-is-no-more-mysterious\",\"about\",\"blog\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":4,\"depth\":1},{\"path\":\"/posts/05/2021/setting-trends-with-maps/\",\"status\":200,\"title\":\"Setting Trends With Maps - ARKives\",\"word_count\":1880,\"summary_text\":\"Setting Trends With Maps - ARKives Setting Trends With Maps - ARKives ARKives Home Posts Series Projects Social About Setting Trends With Maps Published: 24 May, 2021 9 mins(s) read Tags: #Maps #Data #Visualisation #GIS #Impact Stories Table of contents: 1. OpenStreetMap Mapping party collaborating with the local administrative body 2. Election Results with interactive dashboard 3. IMD warning into Maps 4. Cyclones and animation images 5. COVID-19 and Maps Maps are not just the big pictures in the hands of surveyors or sailors or tourists anymore. They are now a tool for information exchange. Unlike a decade ago now you can see maps everywhere. Maps have come out of the school textbooks and administrative documents to the fingertips of every individual. This democratisation of maps is the result of the advancement in techno\",\"classification_terms\":[\"posts/05/2021/setting-trends-with-maps\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/posts/05/2021/when-like-minded-people-thought-spatially/\",\"status\":200,\"title\":\"When like MINDED people thought SPATIALLY - ARKives\",\"word_count\":1140,\"summary_text\":\"When like MINDED people thought SPATIALLY - ARKives When like MINDED people thought SPATIALLY - ARKives ARKives Home Posts Series Projects Social About When like MINDED people thought SPATIALLY Published: 15 May, 2021 6 mins(s) read Tags: #OpenStreetMap #Personal #GIS Table of contents: The Begining The Train Journey Energy to Grow The Resumption This is a non tech writting. This article was published first in Geominds blog This is the story of Geominds. &ldquo;How Geominds was born?&rdquo; - A startup story naratted by the co-founder! Geominds, unlike most other organisations (or companies), did not form after years of planning and research. It was formed after a fateful train journey with some like-minded people in 2014. 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Is Google Map True? August 6, 2024 #Geospatial #Kerala #Maps #Impact Stories City Expansion: Driving Transit Innovation and Last-Mile Connectivity March 30, 2024 #Geospatial #GIS #Technology A Cartographer&#39;s Lament: The Taj Mahal Story June 25, 2023 #Geospatial #Maps #Impact Stories Role of Open Data in the Geospatial World October 23, 2022 #As Guest Writer #Data #Geospatial Google Maps, The Odiyan of Kochi! 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Some Engineering Truths - ARKives\",\"word_count\":2653,\"summary_text\":\"Will Mullaperiyar Dam Break? Some Engineering Truths - ARKives Will Mullaperiyar Dam Break? Some Engineering Truths - ARKives ARKives Home Posts Series Projects Social About Will Mullaperiyar Dam Break? Some Engineering Truths Published: 18 August, 2024 12 mins(s) read Tags: #Kerala #Impact Stories Series: Mullaperiyar Dam: Fearmongers and Scientific Temperament Posts from \\\"Mullaperiyar Dam: Fearmongers and Scientific Temperament\\\" series: Will Mullaperiyar Dam Break? Some Engineering Truths There is a Bend on Mullaperiyar Dam? Is Google Map True? Table of contents: Preface Dam Structure Gravity Dam What is a Surkhi Mix? Seismic Safety Can Dams be Repaired? Is Mullaperiyar Dam Strong? Some References Through this article I try to explain some engineering truths about Mullaperiyar Dam, as a follow up to my previous article. License: This article is lice\",\"classification_terms\":[\"posts/08/2024/will-mullaperiyar-dam-break-some-engineering-truths\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":2,\"depth\":2},{\"path\":\"/tags/kerala/\",\"status\":200,\"title\":\"Kerala - ARKives\",\"word_count\":93,\"summary_text\":\"Kerala - ARKives Kerala - ARKives ARKives Home Posts Series Projects Social About Posts with \\\"Kerala\\\" tag Will Mullaperiyar Dam Break? Some Engineering Truths August 18, 2024 #Kerala #Impact Stories There is a Bend on Mullaperiyar Dam? Is Google Map True? August 6, 2024 #Geospatial #Kerala #Maps #Impact Stories Google Maps, The Odiyan of Kochi! October 19, 2022 #Geospatial #Kerala #Maps #Impact Stories OSMKerala-the Past, Present and Future July 30, 2021 #As Guest Writer #OpenStreetMap #Kerala The Mysterious Island is no more mysterious! 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August 6, 2024 #Geospatial #Kerala #Maps #Impact Stories A Cartographer&#39;s Lament: The Taj Mahal Story June 25, 2023 #Geospatial #Maps #Impact Stories Google Maps, The Odiyan of Kochi! October 19, 2022 #Geospatial #Kerala #Maps #Impact Stories Ningalku Map Illa- The Maphunt July 4, 2021 #Maps #Data #Impact Stories The Mysterious Island is no more mysterious! 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Is Google Map True? - ARKives ARKives Home Posts Series Projects Social About There is a Bend on Mullaperiyar Dam? Is Google Map True? Published: 6 August, 2024 5 mins(s) read Tags: #Geospatial #Kerala #Maps #Impact Stories Series: Mullaperiyar Dam: Fearmongers and Scientific Temperament Posts from \\\"Mullaperiyar Dam: Fearmongers and Scientific Temperament\\\" series: Will Mullaperiyar Dam Break? Some Engineering Truths There is a Bend on Mullaperiyar Dam? Is Google Map True? Table of contents: Preface Google is not Bible Bend in Dam Structure? What is the Truth? What has gone wrong? Through this article I try to explain the technical glitch that happened with Google Maps over Mullaperiyar Dam. Which was used as an unscientific reference to prove the dam is\",\"classification_terms\":[\"posts/08/2024/there-is-a-bend-on-mullaperiyar-dam-is-google-map-true\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/tags/maps/\",\"status\":200,\"title\":\"Maps - ARKives\",\"word_count\":125,\"summary_text\":\"Maps - ARKives Maps - ARKives ARKives Home Posts Series Projects Social About Posts with \\\"Maps\\\" tag There is a Bend on Mullaperiyar Dam? Is Google Map True? August 6, 2024 #Geospatial #Kerala #Maps #Impact Stories A Cartographer&#39;s Lament: The Taj Mahal Story June 25, 2023 #Geospatial #Maps #Impact Stories 30 Day Map Challenge 2022 December 19, 2022 #Maps #Data #Visualisation Google Maps, The Odiyan of Kochi! October 19, 2022 #Geospatial #Kerala #Maps #Impact Stories Ningalku Map Illa- The Maphunt July 4, 2021 #Maps #Data #Impact Stories The Mysterious Island is no more mysterious! June 20, 2021 #Geospatial #Kerala #Maps #Impact Stories Maps Are Always Wrong June 14, 2021 #Maps Setting Trends With Maps May 24, 2021 #Maps #Data #Visualisation #GIS #Impact Stories ©2019-2025 arkArjun | Theme: Brahma\",\"classification_terms\":[\"tags/maps\",\"about\",\"cart\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/posts/03/2024/city-expansion-driving-transit-innovation-and-last-mile-connectivity/\",\"status\":200,\"title\":\"City Expansion: Driving Transit Innovation and Last-Mile Connectivity - ARKives\",\"word_count\":1213,\"summary_text\":\"City Expansion: Driving Transit Innovation and Last-Mile Connectivity - ARKives City Expansion: Driving Transit Innovation and Last-Mile Connectivity - ARKives ARKives Home Posts Series Projects Social About City Expansion: Driving Transit Innovation and Last-Mile Connectivity Published: 30 March, 2024 6 mins(s) read Tags: #Geospatial #GIS #Technology Series: Mobility and Urban Dynamics Posts from \\\"Mobility and Urban Dynamics\\\" series: City Expansion: Driving Transit Innovation and Last-Mile Connectivity It&rsquo;s been a while I have been considering sharing my thoughts about the Public and Mass Transit Systems and City Dynamics. 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There are a lot of aspects to be talked about on these, hence putting it as a series - Mobility and Urban Dynamics(thanks to unsungnovelty for implementing the series fea\",\"classification_terms\":[\"posts/03/2024/city-expansion-driving-transit-innovation-and-last-mile-connectivity\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/tags/gis/\",\"status\":200,\"title\":\"GIS - ARKives\",\"word_count\":77,\"summary_text\":\"GIS - ARKives GIS - ARKives ARKives Home Posts Series Projects Social About Posts with \\\"GIS\\\" tag City Expansion: Driving Transit Innovation and Last-Mile Connectivity March 30, 2024 #Geospatial #GIS #Technology Mobile GIS April 24, 2022 #GIS #Geospatial Setting Trends With Maps May 24, 2021 #Maps #Data #Visualisation #GIS #Impact Stories When like MINDED people thought SPATIALLY May 15, 2021 #OpenStreetMap #Personal #GIS Downloading Vector Data From OSM January 1, 2021 #OpenStreetMap #Data #GIS #Tutorial ©2019-2025 arkArjun | Theme: Brahma\",\"classification_terms\":[\"tags/gis\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/posts/06/2023/cartographers-lament-the-taj-mahal-story/\",\"status\":200,\"title\":\"A Cartographer's Lament: The Taj Mahal Story - ARKives\",\"word_count\":1011,\"summary_text\":\"A Cartographer's Lament: The Taj Mahal Story - ARKives A Cartographer&#39;s Lament: The Taj Mahal Story - ARKives ARKives Home Posts Series Projects Social About A Cartographer&#39;s Lament: The Taj Mahal Story Published: 25 June, 2023 5 mins(s) read Tags: #Geospatial #Maps #Impact Stories Table of contents: Preface The Taj Mahal Vandalism This article is about the vandalism on map License: This article is licensed under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license. Preface &ldquo;A map says to you, read me carefully, follow me closely, doubt me not… I am the earth in the palm of your hand&rdquo; said Aviator Beryl Markham, the first person to fly non-stop across the Atlantic from Britain to North America. I am sure that 90% of you reading this will disagree; to become trustworthy, maps should have authe\",\"classification_terms\":[\"posts/06/2023/cartographers-lament-the-taj-mahal-story\",\"about\",\"cart\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/posts/12/2022/30-day-map-challenge-2022/\",\"status\":200,\"title\":\"30 Day Map Challenge 2022 - ARKives\",\"word_count\":1178,\"summary_text\":\"30 Day Map Challenge 2022 - ARKives 30 Day Map Challenge 2022 - ARKives ARKives Home Posts Series Projects Social About 30 Day Map Challenge 2022 Published: 19 December, 2022 6 mins(s) read Tags: #Maps #Data #Visualisation Table of contents: Day 1 - Points Day 3 - Polygons Day 4 - Colour Friday: Green Day 6 - Network Day 8 - OpenStreetMap Day 10 - A Bad Map Day 15 - Food/Drink Day 16 - Minimal Day 17 - A map without a computer Day 18 - Colour Friday: Blue Day 20 - My favourite… Some Postscripts The blog is to showcase and provide some descriptions of the maps I made during the 30 Day Map Challenge 2022. License: This article and the maps in this are licensed under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license. 30 Day Map Challenge was first proposed by Topi Tjukanov. It is a map making\",\"classification_terms\":[\"posts/12/2022/30-day-map-challenge-2022\",\"about\",\"blog\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/tags/visualisation/\",\"status\":200,\"title\":\"Visualisation - ARKives\",\"word_count\":43,\"summary_text\":\"Visualisation - ARKives Visualisation - ARKives ARKives Home Posts Series Projects Social About Posts with \\\"Visualisation\\\" tag 30 Day Map Challenge 2022 December 19, 2022 #Maps #Data #Visualisation Setting Trends With Maps May 24, 2021 #Maps #Data #Visualisation #GIS #Impact Stories ©2019-2025 arkArjun | Theme: Brahma\",\"classification_terms\":[\"tags/visualisation\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/posts/10/2022/google-maps-the-odiyan-of-kochi/\",\"status\":200,\"title\":\"Google Maps, The Odiyan of Kochi! - ARKives\",\"word_count\":995,\"summary_text\":\"Google Maps, The Odiyan of Kochi! - ARKives Google Maps, The Odiyan of Kochi! - ARKives ARKives Home Posts Series Projects Social About Google Maps, The Odiyan of Kochi! Published: 19 October, 2022 5 mins(s) read Tags: #Geospatial #Kerala #Maps #Impact Stories Table of contents: Preface What had gone wrong? Does this happen to all the upcoming satellite images? Through this article I try to explain the technical glich happened with Google Maps over International Airport of Kochi. License: This article is licensed under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license. Preface In last June (2021), there rose a mysterious island in Kochi. No No No..this is not a fantasy story I am going to narrate, the artefact island made in Google maps later known as “Payarumani Island” is what I was mentioning. I\",\"classification_terms\":[\"posts/10/2022/google-maps-the-odiyan-of-kochi\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/posts/04/2022/mobile-gis/\",\"status\":200,\"title\":\"Mobile GIS - ARKives\",\"word_count\":2019,\"summary_text\":\"Mobile GIS - ARKives Mobile GIS - ARKives ARKives Home Posts Series Projects Social About Mobile GIS Published: 24 April, 2022 10 mins(s) read Tags: #GIS #Geospatial Table of contents: The Technologies The concept of location Some use cases Navigation Field Survey made easy Online Food Delivery and Ride Booking Apps GIS in Transportation Utility Management Digital Twin - The Future Location intelligence is the new buzzword in the industry. What gave new intelligence to location science? What triggered the recent boom of new startups around various applications of location services? A deep dive into these questions reveal the fuel behind these changes as two things: the advancement in smartphone technology and the ecosystem it created; and Mobile GIS. This article discusses the basics of the latter. License: Th\",\"classification_terms\":[\"posts/04/2022/mobile-gis\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/posts/07/2021/ningalku-map-illa-the-maphunt/\",\"status\":200,\"title\":\"Ningalku Map Illa- The Maphunt - ARKives\",\"word_count\":1580,\"summary_text\":\"Ningalku Map Illa- The Maphunt - ARKives Ningalku Map Illa- The Maphunt - ARKives ARKives Home Posts Series Projects Social About Ningalku Map Illa- The Maphunt Published: 4 July, 2021 8 mins(s) read Tags: #Maps #Data #Impact Stories Table of contents: Hashtag - #നിങ്ങൾക്ക്മാപ്പ്ഇല്ല The Common mistake Pre-campaign Campaign State Government Owned Sources Central Government Owned Sources State Election Commision of Kerala Media The Impact Doing our part The Endnote നിങ്ങൾക്ക്മാപ്പ്‍ഇല്ല (Read as Ningalku Map Illa) is the hashtag I started on social media for flagging wrong maps of Kerala. This is the expanded form of my Twitter thread which features wrong maps of Kerala by various organisations. License: This article is licensed under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license. Recently so\",\"classification_terms\":[\"posts/07/2021/ningalku-map-illa-the-maphunt\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":19,\"depth\":2},{\"path\":\"/posts/06/2021/maps-are-always-wrong/\",\"status\":200,\"title\":\"Maps Are Always Wrong - ARKives\",\"word_count\":1172,\"summary_text\":\"Maps Are Always Wrong - ARKives Maps Are Always Wrong - ARKives ARKives Home Posts Series Projects Social About Maps Are Always Wrong Published: 14 June, 2021 6 mins(s) read Tags: #Maps Table of contents: The Orange Problem The Projections UTM Web Mercator Projection The Best Map In this article I have tried to explain the concepts of maps and map projections with minimum technicalities even for a non technical reader to understand. License: This article is licensed under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license. Yes, you read it right. Maps are always wrong! Surprised? I can explain. Let me start with a small question. “What is the shape of the earth ?” Of course not flat, round - No! spherical? - No! Ellipsoid- No! A geographer out from the readers is shouting “Geoid” - No no\",\"classification_terms\":[\"posts/06/2021/maps-are-always-wrong\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/posts/06/2021/environment-day-anb/\",\"status\":200,\"title\":\"Environment Day - AnB - ARKives\",\"word_count\":381,\"summary_text\":\"Environment Day - AnB - ARKives Environment Day - AnB - ARKives ARKives Home Posts Series Projects Social About Environment Day - AnB Published: 5 June, 2021 2 mins(s) read Tags: #Art #Cartoon #Malayalam Table of contents: The Preface The Environment Day This cartoon is part of my AnB cartoon series and was done on 2017. Republishing it here since I think it is still valid. License: This art is licensed under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license. The Preface Long back in 2013, I decided to start a cartoon series. The reason behind was that I am too lazy to write about things I need to convey with peeple, and a picture is worth 1000 words and thus a cartoon series. 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This article is an extension to the GDAL installation guide I published earlier on the SatSure blog. License: This article is licensed under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license. Many approached me with concerns that those mentioned in the earlier article were not working in their system. The problem often was happening with Windows users as its straightforward process in Linux and Mac. The issues were mostly due to the following reasons: Multiple ver\",\"classification_terms\":[\"posts/06/2021/more-ways-to-install-gdal-in-windows\",\"about\",\"blog\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/tags/tutorial/\",\"status\":200,\"title\":\"Tutorial - ARKives\",\"word_count\":79,\"summary_text\":\"Tutorial - ARKives Tutorial - ARKives ARKives Home Posts Series Projects Social About Posts with \\\"Tutorial\\\" tag More Ways to Install GDAL in Windows June 4, 2021 #Geospatial #Tutorial #Python #GDAL Installing the Geospatial Data Abstraction Library (GDAL) in Python and Anaconda February 13, 2021 #As Guest Writer #Geospatial #Python #Tutorial #GDAL Deriving Vector Boundaries From OSM January 13, 2021 #As Guest Writer #OpenStreetMap #Tutorial Downloading Vector Data From OSM January 1, 2021 #OpenStreetMap #Data #GIS #Tutorial ©2019-2025 arkArjun | Theme: Brahma\",\"classification_terms\":[\"tags/tutorial\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/tags/python/\",\"status\":200,\"title\":\"Python - ARKives\",\"word_count\":54,\"summary_text\":\"Python - ARKives Python - ARKives ARKives Home Posts Series Projects Social About Posts with \\\"Python\\\" tag More Ways to Install GDAL in Windows June 4, 2021 #Geospatial #Tutorial #Python #GDAL Installing the Geospatial Data Abstraction Library (GDAL) in Python and Anaconda February 13, 2021 #As Guest Writer #Geospatial #Python #Tutorial #GDAL ©2019-2025 arkArjun | Theme: Brahma\",\"classification_terms\":[\"tags/python\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/tags/gdal/\",\"status\":200,\"title\":\"GDAL - ARKives\",\"word_count\":54,\"summary_text\":\"GDAL - ARKives GDAL - ARKives ARKives Home Posts Series Projects Social About Posts with \\\"GDAL\\\" tag More Ways to Install GDAL in Windows June 4, 2021 #Geospatial #Tutorial #Python #GDAL Installing the Geospatial Data Abstraction Library (GDAL) in Python and Anaconda February 13, 2021 #As Guest Writer #Geospatial #Python #Tutorial #GDAL ©2019-2025 arkArjun | Theme: Brahma\",\"classification_terms\":[\"tags/gdal\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/tags/personal/\",\"status\":200,\"title\":\"Personal - ARKives\",\"word_count\":31,\"summary_text\":\"Personal - ARKives Personal - ARKives ARKives Home Posts Series Projects Social About Posts with \\\"Personal\\\" tag When like MINDED people thought SPATIALLY May 15, 2021 #OpenStreetMap #Personal #GIS ©2019-2025 arkArjun | Theme: Brahma\",\"classification_terms\":[\"tags/personal\",\"about\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"zgo.at\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2}]",
        "score_reasons_json": "[]",
        "route_domain": "arkives.in",
        "display_domain": "arkives.in"
    },
    "explainability": {
        "summary": "arkives.in currently scores 64/100. The score is being shaped by a mixed signal profile rather than one dominant factor. Evidence confidence is strong enough for a relatively stable read. This is an estimated profile rather than a manually tracked one. Crawler access looks clean.",
        "badges": [
            {
                "label": "Profile",
                "value": "Estimated profile",
                "tone": "unknown",
                "detail": null
            },
            {
                "label": "Evidence confidence",
                "value": "High confidence",
                "tone": "good",
                "detail": "100/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Moderate confidence",
                "tone": "caution",
                "detail": "54/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "weighted_contributions": [
            {
                "label": "Quality system",
                "points": "+24.5",
                "tone": "good",
                "detail": "Technical quality, crawl depth, page structure, and implementation hygiene. Current subsystem score: 72/100."
            },
            {
                "label": "Reputation system",
                "points": "+13.6",
                "tone": "risk",
                "detail": "Authority, search visibility, reach, engagement, and registry stability. Current subsystem score: 40/100."
            },
            {
                "label": "Safety system",
                "points": "+32.0",
                "tone": "good",
                "detail": "Fraud, spam, and trust signals from infrastructure, crawl, and registry evidence. Current subsystem score: 100/100."
            },
            {
                "label": "Risk clamp",
                "points": "-6.0",
                "tone": "risk",
                "detail": "Safety thresholds capped the final score until the risk profile improves."
            }
        ],
        "evidence_cards": [
            {
                "label": "Authority and trust",
                "value": "36/100 · trust 51/100",
                "tone": "risk",
                "detail": "128 monthly visitors, 70 organic keywords, brand completeness 54/100, engagement 73/100."
            },
            {
                "label": "Backlink and search evidence",
                "value": "1 referring domains",
                "tone": "good",
                "detail": "1 backlinks across 1 referring domains. Diversity 92/100; spam penalty 3."
            },
            {
                "label": "Registry and domain stability",
                "value": "14.2 years old",
                "tone": "good",
                "detail": "Stability 100/100 · age 14.2 years · registrar Endurance Digital Domain Technology Private Limited · expires in 283 days."
            },
            {
                "label": "Safety and fraud posture",
                "value": "Safety 100/100 · fraud 3/100",
                "tone": "good",
                "detail": "Primary tag T · safety 100/100 · fraud 3/100."
            }
        ],
        "positives": [
            "Established domain age: 14.2 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Registry history looks stable, which supports legitimacy and trust.",
            "The domain has been registered for years, which usually improves trust confidence.",
            "HTTPS is working, so the site clears a basic transport-security check."
        ],
        "risks": [],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-03-19 02:01:23",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 1mo ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-03-19 02:01:14",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 1mo ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-04-19 10:56:30",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-04-19 10:56:30",
                "tone": "good",
                "detail": "Estimated trend derived from current profile and crawl signals. Age: 0s ago."
            },
            {
                "label": "Audience geography",
                "value": "Not captured yet",
                "tone": "unknown",
                "detail": "Audience mix is estimated from available signals rather than first-party audience logs."
            }
        ],
        "section_notes": {
            "audience": "Audience geography is estimated from category, country, traffic mix, and brand signals until first-party audience data is collected.",
            "keywords": "Top keywords are estimated from crawl language, brand, category, and visibility signals until tracked keyword snapshots are stored.",
            "history": "Rank history is estimated from the current profile because no stored history exists for this domain yet."
        },
        "base_weighted_score": 70,
        "fraud_clamp_penalty": 6,
        "final_score": 64
    },
    "insight_snapshot": {
        "version": 1,
        "generated_at": "2026-04-19T10:56:30+00:00",
        "domain": "arkives.in",
        "display_name": "ARKives",
        "is_tracked": false,
        "is_estimated": true,
        "overall_score": 64,
        "authority_score": 36,
        "trust_score": 51,
        "safety_score": 100,
        "fraud_score": 3,
        "confidence_score": 100,
        "traffic_confidence": 54,
        "last_crawled_at": "2026-03-19 02:01:23",
        "crawl_blocked": false,
        "summary": "arkives.in currently scores 64/100. The score is being shaped by a mixed signal profile rather than one dominant factor. Evidence confidence is strong enough for a relatively stable read. This is an estimated profile rather than a manually tracked one. Crawler access looks clean.",
        "badges": [
            {
                "label": "Profile",
                "value": "Estimated profile",
                "tone": "unknown",
                "detail": null
            },
            {
                "label": "Evidence confidence",
                "value": "High confidence",
                "tone": "good",
                "detail": "100/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Moderate confidence",
                "tone": "caution",
                "detail": "54/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "top_positive_signals": [
            "Established domain age: 14.2 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Registry history looks stable, which supports legitimacy and trust.",
            "The domain has been registered for years, which usually improves trust confidence."
        ],
        "top_risk_signals": [],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-03-19 02:01:23",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 1mo ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-03-19 02:01:14",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 1mo ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-04-19 10:56:30",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-04-19 10:56:30",
                "tone": "good",
                "detail": "Estimated trend derived from current profile and crawl signals. Age: 0s ago."
            },
            {
                "label": "Audience geography",
                "value": "Not captured yet",
                "tone": "unknown",
                "detail": "Audience mix is estimated from available signals rather than first-party audience logs."
            }
        ],
        "top_tags": [
            {
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