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          "bibtex": "@misc{gsma2030mobileq8514c,\n  author       = {{GSMA}},\n  title        = {GSMA Report: Mobile Industry to Contribute US\\$1.4 Trillion to Asia Pacific Economy by 2030 as Digital Trust, AI, Digital Sovereignty and Resilience Take Centre Stage at M360 ASEAN},\n  year         = {2030},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_5TWVPHY12HWH93PBFQS6Q8514C},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/gsma-report-mobile-industry-to-contribute-us1-4-trillion-to-asia-pacific-economy-by-2030-as-digital-trust-ai-digital-sovereignty-and-resilience-take-centre-stage-at-m360-asean/. Accessed September 17, 2026.}\n}"
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          "bibtex": "@misc{gsma2030sharenegmvw,\n  author       = {{GSMA}},\n  title        = {GSMA Report: Mobile Industry to Contribute US\\$1.4 Trillion to Asia Pacific Economy by 2030 as Digital Trust, AI, Digital Sovereignty and Resilience Take Centre Stage at M360 ASEAN},\n  year         = {2030},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_WX517TCA37R9MTN1X036NEGMVW},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/gsma-report-mobile-industry-to-contribute-us1-4-trillion-to-asia-pacific-economy-by-2030-as-digital-trust-ai-digital-sovereignty-and-resilience-take-centre-stage-at-m360-asean/. Accessed September 17, 2026.}\n}"
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          {
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          "org": "GSMA",
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          "bibtex": "@misc{gsma2025average8zjkf6,\n  author       = {{GSMA}},\n  title        = {New GSMA Intelligence Research Examines Saudi Arabia's Mobile Network Performance and Quality of Service},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_G1E95GNRV5F00SVVXBNP8ZJKF6},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/new-gsma-intelligence-research-examines-saudi-arabias-mobile-network-performance-and-quality-of-service/. Accessed September 17, 2026.}\n}"
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        "indicator": {
          "slug": "mobile-connections-growth",
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        "industry": [
          {
            "slug": "telecommunications",
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            "isic": "J61",
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          "org": "GSMA",
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          "org_tier": 2,
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          "document_url": "https://www.gsma.com/newsroom/press-release/gsma-calls-for-greater-renewable-energy-access-to-enable-mobile-industrys-net-zero-transition-in-asia-pacific/",
          "document_type": "press_release",
          "locator": "Article body",
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        "verified_by": "editorial:judge-fix-v1:2026-09-27",
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        "supersedes": "stat_CGZANGAY2AAJQHVVQ4NX3XBQN7",
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        "citation": {
          "apa": "GSMA. (2024). GSMA calls for greater renewable energy access to enable mobile industry’s net zero transition in Asia Pacific. Retrieved September 17, 2026, from https://www.gsma.com/newsroom/press-release/gsma-calls-for-greater-renewable-energy-access-to-enable-mobile-industrys-net-zero-transition-in-asia-pacific/. Via StatOrigin, https://statorigin.org/stat/stat_STBA3BJD0FXFFSWFWCXQTKXZ2R",
          "bibtex": "@misc{gsma2024mobiletkxz2r,\n  author       = {{GSMA}},\n  title        = {GSMA calls for greater renewable energy access to enable mobile industry’s net zero transition in Asia Pacific},\n  year         = {2024},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_STBA3BJD0FXFFSWFWCXQTKXZ2R},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/gsma-calls-for-greater-renewable-energy-access-to-enable-mobile-industrys-net-zero-transition-in-asia-pacific/. Accessed September 17, 2026.}\n}"
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        "updated_at": "2026-09-27T15:32:06.228Z"
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        "id": "stat_R857021WDNP8P3MW21GZXN8T6H",
        "url": "https://statorigin.org/stat/stat_R857021WDNP8P3MW21GZXN8T6H",
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          {
            "slug": "telecommunications",
            "name": "Telecommunications",
            "isic": "J61",
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        "period": {
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        "value_text": "350%",
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        "value_type": "actual",
        "source": {
          "org": "GSMA",
          "org_short_name": "GSMA",
          "org_url": "https://www.gsma.com",
          "org_tier": 2,
          "document_title": "GSMA calls for greater renewable energy access to enable mobile industry’s net zero transition in Asia Pacific",
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        "verification": "verified",
        "verified_by": "editorial:judge-fix-v1:2026-09-27",
        "verified_at": "2026-09-27T06:00:00.000Z",
        "confidence": 0.9,
        "is_secondhand": false,
        "supersedes": "stat_E5XHVM8FSCV5SW8RT777QCA89F",
        "superseded_by": null,
        "is_current": true,
        "citation": {
          "apa": "GSMA. (2024). GSMA calls for greater renewable energy access to enable mobile industry’s net zero transition in Asia Pacific. Retrieved September 17, 2026, from https://www.gsma.com/newsroom/press-release/gsma-calls-for-greater-renewable-energy-access-to-enable-mobile-industrys-net-zero-transition-in-asia-pacific/. Via StatOrigin, https://statorigin.org/stat/stat_R857021WDNP8P3MW21GZXN8T6H",
          "bibtex": "@misc{gsma2024mobilexn8t6h,\n  author       = {{GSMA}},\n  title        = {GSMA calls for greater renewable energy access to enable mobile industry’s net zero transition in Asia Pacific},\n  year         = {2024},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_R857021WDNP8P3MW21GZXN8T6H},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/gsma-calls-for-greater-renewable-energy-access-to-enable-mobile-industrys-net-zero-transition-in-asia-pacific/. Accessed September 17, 2026.}\n}"
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        "updated_at": "2026-09-27T15:32:06.228Z"
      },
      {
        "id": "stat_8KCDRSR4QRED1DCTESQVBPRNSC",
        "url": "https://statorigin.org/stat/stat_8KCDRSR4QRED1DCTESQVBPRNSC",
        "indicator": {
          "slug": "mobile-ecosystem-employment",
          "name": "Mobile ecosystem employment",
          "definition": "The number of jobs supported by the mobile ecosystem."
        },
        "industry": [
          {
            "slug": "telecommunications",
            "name": "Telecommunications",
            "isic": "J61",
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        ],
        "region": {
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          "type": "bloc"
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        "period": {
          "start": "2025-01-01",
          "end": "2025-12-31",
          "type": "year"
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        "value": 18,
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        "scale": "million",
        "value_type": "actual",
        "source": {
          "org": "GSMA",
          "org_short_name": "GSMA",
          "org_url": "https://www.gsma.com",
          "org_tier": 2,
          "document_title": "GSMA Report: Mobile Industry to Contribute US$1.4 Trillion to Asia Pacific Economy by 2030 as Digital Trust, AI, Digital Sovereignty and Resilience Take Centre Stage at M360 ASEAN",
          "document_url": "https://www.gsma.com/newsroom/press-release/gsma-report-mobile-industry-to-contribute-us1-4-trillion-to-asia-pacific-economy-by-2030-as-digital-trust-ai-digital-sovereignty-and-resilience-take-centre-stage-at-m360-asean/",
          "document_type": "press_release",
          "locator": "Other key findings from the Mobile Economy Asia Pacific 2026",
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          "accessed_at": "2026-09-17",
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        },
        "verification": "verified",
        "verified_by": "seed:auto-extract-v1",
        "verified_at": "2026-09-17T10:25:52.674Z",
        "confidence": 0.9,
        "is_secondhand": false,
        "supersedes": null,
        "superseded_by": null,
        "is_current": true,
        "citation": {
          "apa": "GSMA. (2025). GSMA Report: Mobile Industry to Contribute US$1.4 Trillion to Asia Pacific Economy by 2030 as Digital Trust, AI, Digital Sovereignty and Resilience Take Centre Stage at M360 ASEAN. Retrieved September 17, 2026, from https://www.gsma.com/newsroom/press-release/gsma-report-mobile-industry-to-contribute-us1-4-trillion-to-asia-pacific-economy-by-2030-as-digital-trust-ai-digital-sovereignty-and-resilience-take-centre-stage-at-m360-asean/. Via StatOrigin, https://statorigin.org/stat/stat_8KCDRSR4QRED1DCTESQVBPRNSC",
          "bibtex": "@misc{gsma2025mobilebprnsc,\n  author       = {{GSMA}},\n  title        = {GSMA Report: Mobile Industry to Contribute US\\$1.4 Trillion to Asia Pacific Economy by 2030 as Digital Trust, AI, Digital Sovereignty and Resilience Take Centre Stage at M360 ASEAN},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_8KCDRSR4QRED1DCTESQVBPRNSC},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/gsma-report-mobile-industry-to-contribute-us1-4-trillion-to-asia-pacific-economy-by-2030-as-digital-trust-ai-digital-sovereignty-and-resilience-take-centre-stage-at-m360-asean/. Accessed September 17, 2026.}\n}"
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        "updated_at": "2026-09-17T10:25:52.674Z"
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      {
        "id": "stat_G2W16FWAYVQEFP2YQ160FM4SC7",
        "url": "https://statorigin.org/stat/stat_G2W16FWAYVQEFP2YQ160FM4SC7",
        "indicator": {
          "slug": "mobile-industry-gdp-contribution-growth-rate",
          "name": "Mobile industry GDP contribution growth rate",
          "definition": "The projected percentage increase in the mobile industry's contribution to GDP over a forecast period."
        },
        "industry": [
          {
            "slug": "telecommunications",
            "name": "Telecommunications",
            "isic": "J61",
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          "code": "APAC",
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          "start": "2026-01-01",
          "end": "2030-12-31",
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        "value": 40,
        "value_text": "40%",
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        "currency": null,
        "scale": "1",
        "value_type": "forecast",
        "source": {
          "org": "GSMA",
          "org_short_name": "GSMA",
          "org_url": "https://www.gsma.com",
          "org_tier": 2,
          "document_title": "GSMA Report: Mobile Industry to Contribute US$1.4 Trillion to Asia Pacific Economy by 2030 as Digital Trust, AI, Digital Sovereignty and Resilience Take Centre Stage at M360 ASEAN",
          "document_url": "https://www.gsma.com/newsroom/press-release/gsma-report-mobile-industry-to-contribute-us1-4-trillion-to-asia-pacific-economy-by-2030-as-digital-trust-ai-digital-sovereignty-and-resilience-take-centre-stage-at-m360-asean/",
          "document_type": "press_release",
          "locator": "Opening paragraph",
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          "accessed_at": "2026-09-17",
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        "verification": "verified",
        "verified_by": "editorial:judge-fix-v1:2026-09-27",
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        "confidence": 0.9,
        "is_secondhand": false,
        "supersedes": "stat_YTG90FT69643MZ45HYHMAMHX8G",
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        "is_current": true,
        "citation": {
          "apa": "GSMA. (2030). GSMA Report: Mobile Industry to Contribute US$1.4 Trillion to Asia Pacific Economy by 2030 as Digital Trust, AI, Digital Sovereignty and Resilience Take Centre Stage at M360 ASEAN. Retrieved September 17, 2026, from https://www.gsma.com/newsroom/press-release/gsma-report-mobile-industry-to-contribute-us1-4-trillion-to-asia-pacific-economy-by-2030-as-digital-trust-ai-digital-sovereignty-and-resilience-take-centre-stage-at-m360-asean/. Via StatOrigin, https://statorigin.org/stat/stat_G2W16FWAYVQEFP2YQ160FM4SC7",
          "bibtex": "@misc{gsma2030mobilefm4sc7,\n  author       = {{GSMA}},\n  title        = {GSMA Report: Mobile Industry to Contribute US\\$1.4 Trillion to Asia Pacific Economy by 2030 as Digital Trust, AI, Digital Sovereignty and Resilience Take Centre Stage at M360 ASEAN},\n  year         = {2030},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_G2W16FWAYVQEFP2YQ160FM4SC7},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/gsma-report-mobile-industry-to-contribute-us1-4-trillion-to-asia-pacific-economy-by-2030-as-digital-trust-ai-digital-sovereignty-and-resilience-take-centre-stage-at-m360-asean/. Accessed September 17, 2026.}\n}"
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      {
        "id": "stat_EHAB3AB8PWB459XGCN27NASZKM",
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          "slug": "mobile-industry-capital-expenditure",
          "name": "Mobile industry capital expenditure",
          "definition": "Capital expenditure invested by mobile operators over a period."
        },
        "industry": [
          {
            "slug": "telecommunications",
            "name": "Telecommunications",
            "isic": "J61",
            "is_primary": true
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        ],
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          "code": "APAC",
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          "type": "bloc"
        },
        "period": {
          "start": "2025-01-01",
          "end": "2030-12-31",
          "type": "range"
        },
        "value": 200,
        "value_text": "more than US$200 billion",
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        "currency": "USD",
        "scale": "billion",
        "value_type": "forecast",
        "source": {
          "org": "GSMA",
          "org_short_name": "GSMA",
          "org_url": "https://www.gsma.com",
          "org_tier": 2,
          "document_title": "GSMA Report: Mobile Industry to Contribute US$1.4 Trillion to Asia Pacific Economy by 2030 as Digital Trust, AI, Digital Sovereignty and Resilience Take Centre Stage at M360 ASEAN",
          "document_url": "https://www.gsma.com/newsroom/press-release/gsma-report-mobile-industry-to-contribute-us1-4-trillion-to-asia-pacific-economy-by-2030-as-digital-trust-ai-digital-sovereignty-and-resilience-take-centre-stage-at-m360-asean/",
          "document_type": "press_release",
          "locator": "Other key findings from the Mobile Economy Asia Pacific 2026",
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          "dataset_evidence": null,
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          "accessed_at": "2026-09-17",
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        },
        "verification": "verified",
        "verified_by": "editorial:judge-fix-v1:2026-09-27",
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        "supersedes": "stat_D0HJRH68Z6MN4Z33ZF29400B5E",
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        "is_current": true,
        "citation": {
          "apa": "GSMA. (2030). GSMA Report: Mobile Industry to Contribute US$1.4 Trillion to Asia Pacific Economy by 2030 as Digital Trust, AI, Digital Sovereignty and Resilience Take Centre Stage at M360 ASEAN. Retrieved September 17, 2026, from https://www.gsma.com/newsroom/press-release/gsma-report-mobile-industry-to-contribute-us1-4-trillion-to-asia-pacific-economy-by-2030-as-digital-trust-ai-digital-sovereignty-and-resilience-take-centre-stage-at-m360-asean/. Via StatOrigin, https://statorigin.org/stat/stat_EHAB3AB8PWB459XGCN27NASZKM",
          "bibtex": "@misc{gsma2030mobilenaszkm,\n  author       = {{GSMA}},\n  title        = {GSMA Report: Mobile Industry to Contribute US\\$1.4 Trillion to Asia Pacific Economy by 2030 as Digital Trust, AI, Digital Sovereignty and Resilience Take Centre Stage at M360 ASEAN},\n  year         = {2030},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_EHAB3AB8PWB459XGCN27NASZKM},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/gsma-report-mobile-industry-to-contribute-us1-4-trillion-to-asia-pacific-economy-by-2030-as-digital-trust-ai-digital-sovereignty-and-resilience-take-centre-stage-at-m360-asean/. Accessed September 17, 2026.}\n}"
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      {
        "id": "stat_TPHTZRPZ1E304DZGYXEEN7EV2E",
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          "slug": "mobile-industry-contribution-to-gdp",
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          "definition": "The projected contribution of mobile technologies and services to GDP."
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          {
            "slug": "telecommunications",
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            "isic": "J61",
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        ],
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        "period": {
          "start": "2030-01-01",
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          "type": "year"
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        "value": 1.4,
        "value_text": "US$1.4 trillion",
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        "currency": "USD",
        "scale": "trillion",
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          "org": "GSMA",
          "org_short_name": "GSMA",
          "org_url": "https://www.gsma.com",
          "org_tier": 2,
          "document_title": "GSMA Report: Mobile Industry to Contribute US$1.4 Trillion to Asia Pacific Economy by 2030 as Digital Trust, AI, Digital Sovereignty and Resilience Take Centre Stage at M360 ASEAN",
          "document_url": "https://www.gsma.com/newsroom/press-release/gsma-report-mobile-industry-to-contribute-us1-4-trillion-to-asia-pacific-economy-by-2030-as-digital-trust-ai-digital-sovereignty-and-resilience-take-centre-stage-at-m360-asean/",
          "document_type": "press_release",
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          "accessed_at": "2026-09-17",
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        "verification": "verified",
        "verified_by": "seed:auto-extract-v1",
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          "bibtex": "@misc{gsma2030mobilen7ev2e,\n  author       = {{GSMA}},\n  title        = {GSMA Report: Mobile Industry to Contribute US\\$1.4 Trillion to Asia Pacific Economy by 2030 as Digital Trust, AI, Digital Sovereignty and Resilience Take Centre Stage at M360 ASEAN},\n  year         = {2030},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_TPHTZRPZ1E304DZGYXEEN7EV2E},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/gsma-report-mobile-industry-to-contribute-us1-4-trillion-to-asia-pacific-economy-by-2030-as-digital-trust-ai-digital-sovereignty-and-resilience-take-centre-stage-at-m360-asean/. Accessed September 17, 2026.}\n}"
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        "updated_at": "2026-09-17T10:25:52.674Z"
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      {
        "id": "stat_A4XTVB5WB9H8Y4E5ZQB1FK1005",
        "url": "https://statorigin.org/stat/stat_A4XTVB5WB9H8Y4E5ZQB1FK1005",
        "indicator": {
          "slug": "mobile-industry-electricity-consumption",
          "name": "Mobile industry electricity consumption",
          "definition": "Total electricity consumed by mobile operators."
        },
        "industry": [
          {
            "slug": "telecommunications",
            "name": "Telecommunications",
            "isic": "J61",
            "is_primary": true
          }
        ],
        "region": {
          "code": "APAC",
          "name": "Asia-Pacific",
          "type": "bloc"
        },
        "period": {
          "start": "2024-01-01",
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          "type": "year"
        },
        "value": 50,
        "value_text": "50 TWh",
        "unit": "TWh",
        "currency": null,
        "scale": "1",
        "value_type": "actual",
        "source": {
          "org": "GSMA",
          "org_short_name": "GSMA",
          "org_url": "https://www.gsma.com",
          "org_tier": 2,
          "document_title": "GSMA calls for greater renewable energy access to enable mobile industry’s net zero transition in Asia Pacific",
          "document_url": "https://www.gsma.com/newsroom/press-release/gsma-calls-for-greater-renewable-energy-access-to-enable-mobile-industrys-net-zero-transition-in-asia-pacific/",
          "document_type": "press_release",
          "locator": "Key findings from the report",
          "quote": "Mobile operators in Asia Pacific spent around $7 billion on energy in 2024, consuming 50 TWh of electricity and 350 million litres in diesel and gasoline.",
          "evidence_type": "quote",
          "dataset_query": null,
          "dataset_evidence": null,
          "published_date": null,
          "accessed_at": "2026-09-17",
          "license": "see-source",
          "url_status": "ok",
          "self_reported": false
        },
        "verification": "verified",
        "verified_by": "seed:auto-extract-v1",
        "verified_at": "2026-09-17T10:25:52.674Z",
        "confidence": 0.9,
        "is_secondhand": false,
        "supersedes": null,
        "superseded_by": null,
        "is_current": true,
        "citation": {
          "apa": "GSMA. (2024). GSMA calls for greater renewable energy access to enable mobile industry’s net zero transition in Asia Pacific. Retrieved September 17, 2026, from https://www.gsma.com/newsroom/press-release/gsma-calls-for-greater-renewable-energy-access-to-enable-mobile-industrys-net-zero-transition-in-asia-pacific/. Via StatOrigin, https://statorigin.org/stat/stat_A4XTVB5WB9H8Y4E5ZQB1FK1005",
          "bibtex": "@misc{gsma2024mobilefk1005,\n  author       = {{GSMA}},\n  title        = {GSMA calls for greater renewable energy access to enable mobile industry’s net zero transition in Asia Pacific},\n  year         = {2024},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_A4XTVB5WB9H8Y4E5ZQB1FK1005},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/gsma-calls-for-greater-renewable-energy-access-to-enable-mobile-industrys-net-zero-transition-in-asia-pacific/. Accessed September 17, 2026.}\n}"
        },
        "updated_at": "2026-09-17T10:25:52.674Z"
      },
      {
        "id": "stat_AEEEKC9AA27M89X1ZNWE07VZMS",
        "url": "https://statorigin.org/stat/stat_AEEEKC9AA27M89X1ZNWE07VZMS",
        "indicator": {
          "slug": "mobile-industry-energy-expenditure",
          "name": "Mobile industry energy expenditure",
          "definition": "Total amount spent by mobile operators on energy."
        },
        "industry": [
          {
            "slug": "telecommunications",
            "name": "Telecommunications",
            "isic": "J61",
            "is_primary": true
          }
        ],
        "region": {
          "code": "APAC",
          "name": "Asia-Pacific",
          "type": "bloc"
        },
        "period": {
          "start": "2024-01-01",
          "end": "2024-12-31",
          "type": "year"
        },
        "value": 7,
        "value_text": "around $7 billion",
        "unit": "USD",
        "currency": "USD",
        "scale": "billion",
        "value_type": "estimate",
        "source": {
          "org": "GSMA",
          "org_short_name": "GSMA",
          "org_url": "https://www.gsma.com",
          "org_tier": 2,
          "document_title": "GSMA calls for greater renewable energy access to enable mobile industry’s net zero transition in Asia Pacific",
          "document_url": "https://www.gsma.com/newsroom/press-release/gsma-calls-for-greater-renewable-energy-access-to-enable-mobile-industrys-net-zero-transition-in-asia-pacific/",
          "document_type": "press_release",
          "locator": "Key findings from the report",
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          "dataset_query": null,
          "dataset_evidence": null,
          "published_date": null,
          "accessed_at": "2026-09-17",
          "license": "see-source",
          "url_status": "ok",
          "self_reported": false
        },
        "verification": "verified",
        "verified_by": "seed:auto-extract-v1",
        "verified_at": "2026-09-17T10:25:52.674Z",
        "confidence": 0.9,
        "is_secondhand": false,
        "supersedes": null,
        "superseded_by": null,
        "is_current": true,
        "citation": {
          "apa": "GSMA. (2024). GSMA calls for greater renewable energy access to enable mobile industry’s net zero transition in Asia Pacific. Retrieved September 17, 2026, from https://www.gsma.com/newsroom/press-release/gsma-calls-for-greater-renewable-energy-access-to-enable-mobile-industrys-net-zero-transition-in-asia-pacific/. Via StatOrigin, https://statorigin.org/stat/stat_AEEEKC9AA27M89X1ZNWE07VZMS",
          "bibtex": "@misc{gsma2024mobile07vzms,\n  author       = {{GSMA}},\n  title        = {GSMA calls for greater renewable energy access to enable mobile industry’s net zero transition in Asia Pacific},\n  year         = {2024},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_AEEEKC9AA27M89X1ZNWE07VZMS},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/gsma-calls-for-greater-renewable-energy-access-to-enable-mobile-industrys-net-zero-transition-in-asia-pacific/. Accessed September 17, 2026.}\n}"
        },
        "updated_at": "2026-09-17T10:25:52.674Z"
      },
      {
        "id": "stat_HENZ60ME9KX7F3DJBJC3YHHKD6",
        "url": "https://statorigin.org/stat/stat_HENZ60ME9KX7F3DJBJC3YHHKD6",
        "indicator": {
          "slug": "mobile-internet-usage-gap",
          "name": "Mobile internet usage gap",
          "definition": "Share of the population living within mobile broadband coverage but not using mobile internet."
        },
        "industry": [
          {
            "slug": "telecommunications",
            "name": "Telecommunications",
            "isic": "J61",
            "is_primary": true
          }
        ],
        "region": {
          "code": "MW",
          "name": "Malawi",
          "type": "country"
        },
        "period": {
          "start": "2025-01-01",
          "end": "2025-12-31",
          "type": "year"
        },
        "value": 80,
        "value_text": "around 80%",
        "unit": "percent",
        "currency": null,
        "scale": "1",
        "value_type": "actual",
        "source": {
          "org": "GSMA",
          "org_short_name": "GSMA",
          "org_url": "https://www.gsma.com",
          "org_tier": 2,
          "document_title": "80% of Malawians Remain Offline Despite Coverage – New GSMA Report Highlights Path to Inclusive Digital Access and MWK 1.1 Trillion Growth",
          "document_url": "https://www.gsma.com/newsroom/press-release/80-of-malawians-remain-offline-despite-coverage-new-gsma-report-highlights-path-to-inclusive-digital-access-and-mwk-1-1-trillion-growth/",
          "document_type": "press_release",
          "locator": "A strong foundation but a critical usage gap",
          "quote": "However, despite this progress, Malawi faces a critical challenge: around 80% of the population lives within mobile broadband coverage but is not using mobile internet.",
          "evidence_type": "quote",
          "dataset_query": null,
          "dataset_evidence": null,
          "published_date": null,
          "accessed_at": "2026-09-17",
          "license": "see-source",
          "url_status": "ok",
          "self_reported": false
        },
        "verification": "verified",
        "verified_by": "seed:auto-extract-v1",
        "verified_at": "2026-09-17T10:25:52.674Z",
        "confidence": 0.9,
        "is_secondhand": false,
        "supersedes": null,
        "superseded_by": null,
        "is_current": true,
        "citation": {
          "apa": "GSMA. (2025). 80% of Malawians Remain Offline Despite Coverage – New GSMA Report Highlights Path to Inclusive Digital Access and MWK 1.1 Trillion Growth. Retrieved September 17, 2026, from https://www.gsma.com/newsroom/press-release/80-of-malawians-remain-offline-despite-coverage-new-gsma-report-highlights-path-to-inclusive-digital-access-and-mwk-1-1-trillion-growth/. Via StatOrigin, https://statorigin.org/stat/stat_HENZ60ME9KX7F3DJBJC3YHHKD6",
          "bibtex": "@misc{gsma2025mobileyhhkd6,\n  author       = {{GSMA}},\n  title        = {80\\% of Malawians Remain Offline Despite Coverage – New GSMA Report Highlights Path to Inclusive Digital Access and MWK 1.1 Trillion Growth},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_HENZ60ME9KX7F3DJBJC3YHHKD6},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/80-of-malawians-remain-offline-despite-coverage-new-gsma-report-highlights-path-to-inclusive-digital-access-and-mwk-1-1-trillion-growth/. Accessed September 17, 2026.}\n}"
        },
        "updated_at": "2026-09-27T15:32:06.228Z"
      },
      {
        "id": "stat_R50XM9KTJNC2DX2B5KQZC031B5",
        "url": "https://statorigin.org/stat/stat_R50XM9KTJNC2DX2B5KQZC031B5",
        "indicator": {
          "slug": "mobile-internet-usage-gap-population",
          "name": "Mobile internet usage gap population",
          "definition": "Number of people living within mobile broadband network coverage who do not use mobile internet."
        },
        "industry": [
          {
            "slug": "telecommunications",
            "name": "Telecommunications",
            "isic": "J61",
            "is_primary": true
          }
        ],
        "region": {
          "code": "GLOBAL",
          "name": "Global",
          "type": "world"
        },
        "period": {
          "start": "2025-01-01",
          "end": "2025-12-31",
          "type": "year"
        },
        "value": 3.4,
        "value_text": "more than 3.4 billion",
        "unit": "count",
        "currency": null,
        "scale": "billion",
        "value_type": "actual",
        "source": {
          "org": "GSMA",
          "org_short_name": "GSMA",
          "org_url": "https://www.gsma.com",
          "org_tier": 2,
          "document_title": "GSMA warns of emerging global AI divide as three billion people remain offline and smartphone component costs soar",
          "document_url": "https://www.gsma.com/newsroom/press-release/gsma-warns-of-emerging-global-ai-divide-as-three-billion-people-remain-offline-and-smartphone-component-costs-soar/",
          "document_type": "press_release",
          "locator": "Opening paragraph",
          "quote": "Launching its State of Mobile Internet Connectivity (SOMIC) Report 2026, the GSMA, which represents the mobile ecosystem worldwide, warns that while artificial intelligence is transforming economies and societies, its benefits will remain out of reach for more than 3.4 billion people who still do not use mobile internet – despite more than 90% of them already living within mobile broadband coverage.",
          "evidence_type": "quote",
          "dataset_query": null,
          "dataset_evidence": null,
          "published_date": null,
          "accessed_at": "2026-09-17",
          "license": "see-source",
          "url_status": "ok",
          "self_reported": false
        },
        "verification": "verified",
        "verified_by": "seed:auto-extract-v1",
        "verified_at": "2026-09-17T10:25:52.674Z",
        "confidence": 0.9,
        "is_secondhand": false,
        "supersedes": null,
        "superseded_by": null,
        "is_current": true,
        "citation": {
          "apa": "GSMA. (2025). GSMA warns of emerging global AI divide as three billion people remain offline and smartphone component costs soar. Retrieved September 17, 2026, from https://www.gsma.com/newsroom/press-release/gsma-warns-of-emerging-global-ai-divide-as-three-billion-people-remain-offline-and-smartphone-component-costs-soar/. Via StatOrigin, https://statorigin.org/stat/stat_R50XM9KTJNC2DX2B5KQZC031B5",
          "bibtex": "@misc{gsma2025mobilec031b5,\n  author       = {{GSMA}},\n  title        = {GSMA warns of emerging global AI divide as three billion people remain offline and smartphone component costs soar},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_R50XM9KTJNC2DX2B5KQZC031B5},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/gsma-warns-of-emerging-global-ai-divide-as-three-billion-people-remain-offline-and-smartphone-component-costs-soar/. Accessed September 17, 2026.}\n}"
        },
        "updated_at": "2026-09-27T15:32:06.228Z"
      },
      {
        "id": "stat_YBWV9219FRTZF3EE5M2HNMM4GT",
        "url": "https://statorigin.org/stat/stat_YBWV9219FRTZF3EE5M2HNMM4GT",
        "indicator": {
          "slug": "mobile-internet-users",
          "name": "Mobile internet users",
          "definition": "Number of people who use mobile internet on their own device."
        },
        "industry": [
          {
            "slug": "telecommunications",
            "name": "Telecommunications",
            "isic": "J61",
            "is_primary": true
          }
        ],
        "region": {
          "code": "GLOBAL",
          "name": "Global",
          "type": "world"
        },
        "period": {
          "start": "2025-01-01",
          "end": "2025-12-31",
          "type": "year"
        },
        "value": 4.8,
        "value_text": "4.8 billion",
        "unit": "count",
        "currency": null,
        "scale": "billion",
        "value_type": "actual",
        "source": {
          "org": "GSMA",
          "org_short_name": "GSMA",
          "org_url": "https://www.gsma.com",
          "org_tier": 2,
          "document_title": "GSMA warns of emerging global AI divide as three billion people remain offline and smartphone component costs soar",
          "document_url": "https://www.gsma.com/newsroom/press-release/gsma-warns-of-emerging-global-ai-divide-as-three-billion-people-remain-offline-and-smartphone-component-costs-soar/",
          "document_type": "press_release",
          "locator": "Report findings section",
          "quote": "The State of Mobile Internet Connectivity Report 2026 shows that 4.8 billion people now use mobile internet on their own device, but growth is slowing.",
          "evidence_type": "quote",
          "dataset_query": null,
          "dataset_evidence": null,
          "published_date": null,
          "accessed_at": "2026-09-17",
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          "url_status": "ok",
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        },
        "verification": "verified",
        "verified_by": "seed:auto-extract-v1",
        "verified_at": "2026-09-17T10:25:52.674Z",
        "confidence": 0.9,
        "is_secondhand": false,
        "supersedes": null,
        "superseded_by": null,
        "is_current": true,
        "citation": {
          "apa": "GSMA. (2025). GSMA warns of emerging global AI divide as three billion people remain offline and smartphone component costs soar. Retrieved September 17, 2026, from https://www.gsma.com/newsroom/press-release/gsma-warns-of-emerging-global-ai-divide-as-three-billion-people-remain-offline-and-smartphone-component-costs-soar/. Via StatOrigin, https://statorigin.org/stat/stat_YBWV9219FRTZF3EE5M2HNMM4GT",
          "bibtex": "@misc{gsma2025mobilenmm4gt,\n  author       = {{GSMA}},\n  title        = {GSMA warns of emerging global AI divide as three billion people remain offline and smartphone component costs soar},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_YBWV9219FRTZF3EE5M2HNMM4GT},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/gsma-warns-of-emerging-global-ai-divide-as-three-billion-people-remain-offline-and-smartphone-component-costs-soar/. Accessed September 17, 2026.}\n}"
        },
        "updated_at": "2026-09-17T10:25:52.674Z"
      },
      {
        "id": "stat_HYQ6D75KJXPK45ZETJCDHP5RXF",
        "url": "https://statorigin.org/stat/stat_HYQ6D75KJXPK45ZETJCDHP5RXF",
        "indicator": {
          "slug": "mobile-internet-users",
          "name": "Mobile internet users",
          "definition": "Number of people who use mobile internet on their own device."
        },
        "industry": [
          {
            "slug": "telecommunications",
            "name": "Telecommunications",
            "isic": "J61",
            "is_primary": true
          }
        ],
        "region": {
          "code": "MW",
          "name": "Malawi",
          "type": "country"
        },
        "period": {
          "start": "2030-01-01",
          "end": "2030-12-31",
          "type": "year"
        },
        "value": 5,
        "value_text": "5 million",
        "unit": "count",
        "currency": null,
        "scale": "million",
        "value_type": "forecast",
        "source": {
          "org": "GSMA",
          "org_short_name": "GSMA",
          "org_url": "https://www.gsma.com",
          "org_tier": 2,
          "document_title": "80% of Malawians Remain Offline Despite Coverage – New GSMA Report Highlights Path to Inclusive Digital Access and MWK 1.1 Trillion Growth",
          "document_url": "https://www.gsma.com/newsroom/press-release/80-of-malawians-remain-offline-despite-coverage-new-gsma-report-highlights-path-to-inclusive-digital-access-and-mwk-1-1-trillion-growth/",
          "document_type": "press_release",
          "locator": "A roadmap to digital transformation",
          "quote": "Add 810,000 new mobile internet users, bringing the total to 5 million",
          "evidence_type": "quote",
          "dataset_query": null,
          "dataset_evidence": null,
          "published_date": null,
          "accessed_at": "2026-09-17",
          "license": "see-source",
          "url_status": "ok",
          "self_reported": false
        },
        "verification": "verified",
        "verified_by": "seed:auto-extract-v1",
        "verified_at": "2026-09-17T10:25:52.674Z",
        "confidence": 0.9,
        "is_secondhand": false,
        "supersedes": null,
        "superseded_by": null,
        "is_current": true,
        "citation": {
          "apa": "GSMA. (2030). 80% of Malawians Remain Offline Despite Coverage – New GSMA Report Highlights Path to Inclusive Digital Access and MWK 1.1 Trillion Growth. Retrieved September 17, 2026, from https://www.gsma.com/newsroom/press-release/80-of-malawians-remain-offline-despite-coverage-new-gsma-report-highlights-path-to-inclusive-digital-access-and-mwk-1-1-trillion-growth/. Via StatOrigin, https://statorigin.org/stat/stat_HYQ6D75KJXPK45ZETJCDHP5RXF",
          "bibtex": "@misc{gsma2030mobilehp5rxf,\n  author       = {{GSMA}},\n  title        = {80\\% of Malawians Remain Offline Despite Coverage – New GSMA Report Highlights Path to Inclusive Digital Access and MWK 1.1 Trillion Growth},\n  year         = {2030},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_HYQ6D75KJXPK45ZETJCDHP5RXF},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/80-of-malawians-remain-offline-despite-coverage-new-gsma-report-highlights-path-to-inclusive-digital-access-and-mwk-1-1-trillion-growth/. Accessed September 17, 2026.}\n}"
        },
        "updated_at": "2026-09-17T10:25:52.674Z"
      },
      {
        "id": "stat_01M2HY9T64ZTD2K066E4BAY4TJ",
        "url": "https://statorigin.org/stat/stat_01M2HY9T64ZTD2K066E4BAY4TJ",
        "indicator": {
          "slug": "global-mobile-money-30-day-activity-rate",
          "name": "Mobile money 30-day activity rate",
          "definition": "Share of registered mobile money accounts in the region that were active in a 30-day window."
        },
        "industry": [
          {
            "slug": "telecommunications",
            "name": "Telecommunications",
            "isic": "J61",
            "is_primary": true
          }
        ],
        "region": {
          "code": "GLOBAL",
          "name": "Global",
          "type": "world"
        },
        "period": {
          "start": "2025-01-01",
          "end": "2025-12-31",
          "type": "year"
        },
        "value": 25.7,
        "value_text": "25.7%",
        "unit": "percent",
        "currency": null,
        "scale": "1",
        "value_type": "actual",
        "source": {
          "org": "GSMA",
          "org_short_name": "GSMA",
          "org_url": "https://www.gsma.com",
          "org_tier": 2,
          "document_title": "The State of the Industry Report on Mobile Money 2026",
          "document_url": "https://www.gsma.com/sotir/",
          "document_type": "report",
          "locator": "30-day activity rates",
          "quote": "The global 30-day activity rate gained around half a percentage point to 25.7% in 2025, the highest it has been since 2021.",
          "evidence_type": "quote",
          "dataset_query": null,
          "dataset_evidence": null,
          "published_date": null,
          "accessed_at": "2026-09-14",
          "license": null,
          "url_status": "ok",
          "self_reported": false
        },
        "verification": "verified",
        "verified_by": "auto-review:quote-match-v1",
        "verified_at": "2026-09-15T07:08:12.881Z",
        "confidence": 0.85,
        "is_secondhand": false,
        "supersedes": null,
        "superseded_by": null,
        "is_current": true,
        "citation": {
          "apa": "GSMA. (2025). The State of the Industry Report on Mobile Money 2026. Retrieved September 14, 2026, from https://www.gsma.com/sotir/. Via StatOrigin, https://statorigin.org/stat/stat_01M2HY9T64ZTD2K066E4BAY4TJ",
          "bibtex": "@misc{gsma2025mobilebay4tj,\n  author       = {{GSMA}},\n  title        = {The State of the Industry Report on Mobile Money 2026},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_01M2HY9T64ZTD2K066E4BAY4TJ},\n  note         = {Original source: https://www.gsma.com/sotir/. Accessed September 14, 2026.}\n}"
        },
        "updated_at": "2026-09-15T07:08:12.881Z"
      },
      {
        "id": "stat_NAQYVDA6VZQ54J8TEMZX2YT45B",
        "url": "https://statorigin.org/stat/stat_NAQYVDA6VZQ54J8TEMZX2YT45B",
        "indicator": {
          "slug": "mobile-money-adoption-rate",
          "name": "Mobile money adoption rate",
          "definition": "Share of adults actively using mobile money services."
        },
        "industry": [
          {
            "slug": "telecommunications",
            "name": "Telecommunications",
            "isic": "J61",
            "is_primary": true
          }
        ],
        "region": {
          "code": "MW",
          "name": "Malawi",
          "type": "country"
        },
        "period": {
          "start": "2025-01-01",
          "end": "2025-12-31",
          "type": "year"
        },
        "value": 75,
        "value_text": "75%",
        "unit": "percent",
        "currency": null,
        "scale": "1",
        "value_type": "actual",
        "source": {
          "org": "GSMA",
          "org_short_name": "GSMA",
          "org_url": "https://www.gsma.com",
          "org_tier": 2,
          "document_title": "80% of Malawians Remain Offline Despite Coverage – New GSMA Report Highlights Path to Inclusive Digital Access and MWK 1.1 Trillion Growth",
          "document_url": "https://www.gsma.com/newsroom/press-release/80-of-malawians-remain-offline-despite-coverage-new-gsma-report-highlights-path-to-inclusive-digital-access-and-mwk-1-1-trillion-growth/",
          "document_type": "press_release",
          "locator": "A strong foundation but a critical usage gap",
          "quote": "Mobile money is also well established, with 75% of adults actively using these services and more than 576 million transactions worth MWK 8.6 trillion processed in 2025.",
          "evidence_type": "quote",
          "dataset_query": null,
          "dataset_evidence": null,
          "published_date": null,
          "accessed_at": "2026-09-17",
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          "bibtex": "@misc{gsma2025mobile1qgtnj,\n  author       = {{GSMA}},\n  title        = {80\\% of Malawians Remain Offline Despite Coverage – New GSMA Report Highlights Path to Inclusive Digital Access and MWK 1.1 Trillion Growth},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_5AAAY2GGCWKPJAWPESPT1QGTNJ},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/80-of-malawians-remain-offline-despite-coverage-new-gsma-report-highlights-path-to-inclusive-digital-access-and-mwk-1-1-trillion-growth/. Accessed September 17, 2026.}\n}"
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        "updated_at": "2026-09-17T10:25:52.674Z"
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          "bibtex": "@misc{gsma2025mobilexg2p8d,\n  author       = {{GSMA}},\n  title        = {80\\% of Malawians Remain Offline Despite Coverage – New GSMA Report Highlights Path to Inclusive Digital Access and MWK 1.1 Trillion Growth},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_YDQWG71YBBMWN2PXCXV4XG2P8D},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/80-of-malawians-remain-offline-despite-coverage-new-gsma-report-highlights-path-to-inclusive-digital-access-and-mwk-1-1-trillion-growth/. Accessed September 17, 2026.}\n}"
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        "id": "stat_5ER0AF6GTRKDXN5JZX3DFXMSQB",
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        "value_type": "actual",
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          "org_tier": 2,
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        "citation": {
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          "bibtex": "@misc{gsma2025mobilefxmsqb,\n  author       = {{GSMA}},\n  title        = {GSMA warns of emerging global AI divide as three billion people remain offline and smartphone component costs soar},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_5ER0AF6GTRKDXN5JZX3DFXMSQB},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/gsma-warns-of-emerging-global-ai-divide-as-three-billion-people-remain-offline-and-smartphone-component-costs-soar/. Accessed September 17, 2026.}\n}"
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        "id": "stat_VTFJX3ZSVXRKJG3SP8M75YWNC8",
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            "slug": "telecommunications",
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        "period": {
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        "value": 190,
        "value_text": "190 million",
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        "scale": "million",
        "value_type": "actual",
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          "org": "GSMA",
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          "bibtex": "@misc{gsma2024mobile5ywnc8,\n  author       = {{GSMA}},\n  title        = {GSMA warns of emerging global AI divide as three billion people remain offline and smartphone component costs soar},\n  year         = {2024},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_VTFJX3ZSVXRKJG3SP8M75YWNC8},\n  note         = {Original source: https://www.gsma.com/newsroom/press-release/gsma-warns-of-emerging-global-ai-divide-as-three-billion-people-remain-offline-and-smartphone-component-costs-soar/. Accessed September 17, 2026.}\n}"
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        "id": "stat_01M2HY9T64ZTD2K066E4BAY4TC",
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          "bibtex": "@misc{gsma2025registeredbay4tc,\n  author       = {{GSMA}},\n  title        = {The State of the Industry Report on Mobile Money 2026},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_01M2HY9T64ZTD2K066E4BAY4TC},\n  note         = {Original source: https://www.gsma.com/sotir/. Accessed September 14, 2026.}\n}"
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