Tetap teratur dengan koleksi
Simpan dan kategorikan konten berdasarkan preferensi Anda.
Integrasi dengan Dun & Bradstreet
Halaman ini menjelaskan cara mengintegrasikan data Lingkungan,
Sosial, dan Tata Kelola (ESG) Dun & Bradstreet (D&B) dengan data performa
pemasok SAP yang ada dalam Foundation Data Framework Cortex.
Cortex Framework mengintegrasikan data dari sumber data dengan pipeline Dataflow hingga BigQuery, sementara Cloud Composer menjadwalkan dan memantau pipeline Dataflow ini untuk mendapatkan insight dari data operasional SAP Anda.
Kebutuhan bisnis untuk memahami performa ESG
pemasoknya semakin meningkat. Integrasi ini membantu Anda mendapatkan insight tentang dampak lingkungan, tanggung jawab sosial, dan praktik tata kelola pemasok.
Dengan menghubungkan data ESG D&B dengan Cortex Framework, Anda dapat menjawab perbandingan
performa ESG pemasok bahan baku Anda dengan pembanding di industri, mengukur
dan mengelola emisi gas rumah kaca, serta menunjukkan komitmen terhadap
kepatuhan lingkungan dan tata kelola perusahaan yang baik.
Model data
Bagian ini menjelaskan Model Data Dun and Bradstreet (D&B) menggunakan
Diagram Hubungan Entitas (ERD).
Gambar 2. Dun and Bradstreet (D&B): Diagram Hubungan Entitas.
Tampilan pelaporan
Dua tampilan BigQuery disediakan untuk modul ini, dalam set data K9 Reporting (objek ungu):
SustainableSourcing memberikan Insight ESG untuk setiap vendor.
SustainableVendorSourcing memberikan insight performa vendor bersama dengan Insight ESG.
Data harus dimuat ke tabel BigQuery tertentu bernama
dun_bradstreet_esg dalam set data K9 Processing. Untuk mengetahui informasi selengkapnya,
lihat Deployment K9.
Memperoleh data
Prosedur ini menguraikan dua cara untuk memperoleh data ESG D&B untuk
digunakan dengan Cortex Framework Data Foundation.
Pilih Request Access untuk menghubungi D&B guna mendapatkan petunjuk lebih lanjut.
Google Cloud Marketplace
Buka Google Cloud Marketplace,
yang menawarkan berbagai aplikasi dan layanan cloud.
Telusuri D&B ESG Intelligence. Cari penawaran bernama
Dun & Bradstreet ESG Intelligence.
Jelajahi dan Berlangganan. Listingan marketplace harus memberikan detail
tentang penawaran D&B ESG Intelligence. Anda dapat menjelajahi detail penawaran
dan berpotensi berlangganan layanan jika memenuhi persyaratan Anda.
Memuat data
Bagian ini mereferensikan dokumentasi untuk memuat data ESG D&B ke dalam lingkungan Data Foundation Cortex Framework Anda. File ini harus dimuat melalui
file CSV yang disediakan oleh D&B. Untuk mengetahui informasi selengkapnya, lihat kamus data dan contoh data.
[[["Mudah dipahami","easyToUnderstand","thumb-up"],["Memecahkan masalah saya","solvedMyProblem","thumb-up"],["Lainnya","otherUp","thumb-up"]],[["Sulit dipahami","hardToUnderstand","thumb-down"],["Informasi atau kode contoh salah","incorrectInformationOrSampleCode","thumb-down"],["Informasi/contoh yang saya butuhkan tidak ada","missingTheInformationSamplesINeed","thumb-down"],["Masalah terjemahan","translationIssue","thumb-down"],["Lainnya","otherDown","thumb-down"]],["Terakhir diperbarui pada 2025-09-04 UTC."],[[["\u003cp\u003eThis page details how to integrate Dun & Bradstreet (D&B) ESG data with SAP supplier performance data within the Cortex Framework Data Foundation, enabling businesses to gain insights into their suppliers' environmental, social, and governance practices.\u003c/p\u003e\n"],["\u003cp\u003eThe integration utilizes Dataflow pipelines managed by Cloud Composer to move data from D&B to BigQuery, allowing for the comparison of raw material suppliers' ESG performance against industry peers and the management of greenhouse gas emissions.\u003c/p\u003e\n"],["\u003cp\u003eTwo reporting views, \u003ccode\u003eSustainableSourcing\u003c/code\u003e and \u003ccode\u003eSustainableVendorSourcing\u003c/code\u003e, are provided in BigQuery's \u003ccode\u003eK9 Reporting\u003c/code\u003e dataset to offer ESG insights and vendor performance insights alongside ESG data.\u003c/p\u003e\n"],["\u003cp\u003eD&B ESG data can be acquired either through the BigQuery Analytics Hub or the Google Cloud Marketplace, and requires direct interaction with D&B to establish access credentials or a subscription plan.\u003c/p\u003e\n"],["\u003cp\u003eD&B data, provided as a CSV, must be loaded into a BigQuery table named \u003ccode\u003edun_bradstreet_esg\u003c/code\u003e in the \u003ccode\u003eK9 Processing\u003c/code\u003e dataset within the Cortex Framework Data Foundation environment for analysis.\u003c/p\u003e\n"]]],[],null,["# Integration with Dun & Bradstreet\n\nIntegration with Dun \\& Bradstreet\n==================================\n\nThis page explains how to integrate Dun \\& Bradstreet (D\\&B) Environmental,\nSocial, and Governance (ESG) data with your existing SAP supplier\nperformance data within the Cortex Framework Data Foundation.\nCortex Framework integrates data from data sources with Dataflow\npipelines through to BigQuery, while Cloud Composer schedules and monitors\nthese Dataflow pipelines for getting insights from your SAP operational data.\n\nThere's a growing need for businesses to understand the ESG performance of\ntheir suppliers. This integration helps you gain insights into your\nsuppliers' environmental impact, social responsibility, and governance practices.\n\nBy connecting D\\&B ESG data with Cortex Framework you can answer compare\nyour raw material suppliers' ESG performance against industry peers, measure\nand manage greenhouse gas emissions and demonstrate a commitment to\nenvironmental compliance and good corporate governance.\n| **Note:** Before configuring the integration for a workload, follow the steps for [Cortex Framework Data Foundation deployment](/cortex/docs/deployment-prerequisites).\n\nData model\n----------\n\nThis section describes the Dun and Bradstreet (D\\&B) Data Model using\nthe Entity Relationship Diagram (ERD).\n\n[](/static/cortex/docs/images/erd_sustainability.png)\n**Figure 2**. Dun and Bradstreet (D\\&B): Entity Relationship Diagram.\n\n### Reporting views\n\nTwo BigQuery views are provided for this module, in the\n`K9 Reporting` dataset (purple objects):\n\n- `SustainableSourcing` provides ESG Insights for each vendor.\n- `SustainableVendorSourcing` provides vendor performance insights alongside ESG Insights.\n\nYou can adjust the [reporting settings file](https://github.com/GoogleCloudPlatform/cortex-data-foundation/blob/main/src/k9/src/sustainability/reporting/sustainability_reporting.yaml)\nas described in the [Customizing reporting settings section](/cortex/docs/deployment-step-five#performance_optimization_for_reporting_views).\n\nPrerequisites\n-------------\n\nThe following is required for this module to function:\n\n- See Cortex Framework Data Foundation [prerequisites](/cortex/docs/deployment-prerequisites) and its [deployment steps](/cortex/docs/deployment-step-one).\n- Data should be loaded into a specific BigQuery table named `dun_bradstreet_esg` within the `K9 Processing` dataset. For more information, see [K9 deployment](/cortex/docs/deployment-step-three#configure_k9_deployment).\n\nAcquiring data\n--------------\n\nThis procedure outlines two ways to acquire D\\&B ESG data for\nuse with Cortex Framework Data Foundation.\n\n### BigQuery sharing (formerly Analytics Hub)\n\n1. Navigate to the [Analytics Hub](https://cloud.google.com/analytics-hub).\n2. Search for `ESG ranking`.\n3. Choose an option between the four datasets:\n - `US Full File`\n - `UK Full File`\n - `Global Full File`\n - `Global Financial Services`\n4. Select `Request Access` to get in touch with D\\&B for further instructions.\n\n### Google Cloud Marketplace\n\n1. Navigate to the Google Cloud Marketplace, which offers various cloud applications and services.\n2. Search for D\\&B ESG Intelligence. Look for the offering named `Dun & Bradstreet ESG Intelligence`.\n3. Explore and Subscribe. The marketplace listing should provide details about the D\\&B ESG Intelligence offering. You can explore the offering details and potentially subscribe to the service if it meets your requirements.\n\n| **Note:** Both methods don't provide the actual data directly. Whichever method you choose, you need to interact with D\\&B to obtain access credentials or establish a subscription plan to access the ESG data.\n\nLoading data\n------------\n\nThis section references the documentation to load [D\\&B ESG data](https://www.dnb.co.uk/content/dam/english/dnb-solutions/ESG%20Methodology%20Whitepaper.pdf) into\nyour Cortex Framework Data Foundation environment. It should be loaded through\na CSV file provided by D\\&B. For more information, see to the [data dictionary](https://github.com/GoogleCloudPlatform/cortex-data-foundation/blob/main/src/k9/src/sustainability/data/dnb_esg_data_dict.csv) and [sample data](https://github.com/GoogleCloudPlatform/cortex-data-foundation/blob/main/src/k9/src/sustainability/data/dnb_esg_sample_record.csv).\n\nLooker Studio Dashboard\n-----------------------\n\nSee how Looker Studio can be used to showcase insights in\n[Looker Studio Dashboard for Dun \\& Bradstreet](/cortex/docs/looker-dashboard-dun-and-bradstreet).\n\nWhat's next?\n------------\n\n- For more information about other data sources and workloads, see [Data sources and workloads](/cortex/docs/data-sources-and-workloads).\n- For more information about the steps for deployment in production environments, see [Cortex Framework Data Foundation deployment prerequisites](/cortex/docs/deployment-prerequisites)."]]
