diff --git a/README.md b/README.md
index deabdaf3..5785bc56 100644
--- a/README.md
+++ b/README.md
@@ -40,7 +40,7 @@ The pricing DB dump is downloaded from Infracost's API as that simplifies the ta
 
 ## Deployment
 
-It should take around 15 mins to deploy the Cloud Pricing API. Two deployment methods are supported:
+Two deployment methods are supported:
 1. If you have a Kubernetes cluster, we recommend using [our Helm Chart](https://github.com/infracost/helm-charts/tree/master/charts/cloud-pricing-api).
 2. If you prefer to deploy in a VM, we recommend using [Docker compose](#docker-compose).
 
@@ -136,7 +136,7 @@ See [the Infracost docs](https://www.infracost.io/docs/cloud_pricing_api/self_ho
 
 ## Troubleshooting
 
-Please see [this section](https://www.infracost.io/docs/cloud_pricing_api/self_hosted/#troubleshooting) and join our [community Slack channel](https://www.infracost.io/community-chat), we'll help you very quickly 😄
+Please see [this section](https://www.infracost.io/docs/cloud_pricing_api/self_hosted/#troubleshooting).
 
 ## Contributing
 
diff --git a/package.json b/package.json
index 770953f0..3d0b421b 100644
--- a/package.json
+++ b/package.json
@@ -13,6 +13,7 @@
     "data:dump": "node dist/cmd/dataDump.js",
     "data:download": "node dist/cmd/dataDownload.js",
     "data:load": "node dist/cmd/dataLoad.js",
+    "data:patchEmissions": "node dist/cmd/dataPatchEmissions.js",
     "data:status": "node dist/cmd/dataStatus.js",
     "job:init": "npm run db:setup && npm run job:update",
     "job:update": "npm run data:download && npm run data:load",
@@ -21,6 +22,7 @@
     "data:dump:dev": "ts-node src/cmd/dataDump.ts",
     "data:download:dev": "ts-node src/cmd/dataDownload.ts",
     "data:load:dev": "ts-node src/cmd/dataLoad.ts",
+    "data:patchEmissions:dev": "ts-node src/cmd/dataPatchEmissions.ts",
     "data:status:dev": "ts-node src/cmd/dataStatus.ts",
     "job:init:dev": "npm run db:setup:dev && npm run job:update:dev",
     "job:update:dev": "npm run data:download:dev && npm run data:load:dev",
diff --git a/src/cmd/dataPatchEmissions.ts b/src/cmd/dataPatchEmissions.ts
new file mode 100644
index 00000000..e3d7ded2
--- /dev/null
+++ b/src/cmd/dataPatchEmissions.ts
@@ -0,0 +1,66 @@
+import ProgressBar from 'progress';
+import config from '../config';
+import emissionsCoef from '../data/emissions/coefficients.json';
+import { PoolClient } from 'pg';
+
+async function run(): Promise<void> {
+  const pool = await config.pg();
+
+  const client = await pool.connect();
+
+  const progressBar = new ProgressBar(
+    '-> loading [:bar] :percent (:etas remaining)',
+    {
+      width: 40,
+      complete: '=',
+      incomplete: ' ',
+      renderThrottle: 500,
+      total: Object.keys(emissionsCoef).length,
+    }
+  );
+
+  // For each coefficient in the JSON file, update the corresponding products.
+  config.logger.info('Updating product emissions');
+
+  for (const [key, coefficient] of Object.entries(emissionsCoef)) {
+    const [_, skuId, region] = key.split('_');
+    await updateProductEmissions(client, skuId, region, coefficient);
+    progressBar.tick();
+  }
+}
+
+const updateProductEmissions = async (
+  client: PoolClient,
+  skuId: string,
+  region: string,
+  coefficient: number
+): Promise<void> => {
+  const emissionData = JSON.stringify([
+    {
+      emissionHash: 'emissionHash',
+      unit: 'kgCO2e',
+      emissions: coefficient,
+      startUsageAmount: 0,
+    },
+  ]);
+
+  await client.query(
+    `
+      UPDATE "products"
+      SET "emissions" = $1
+      WHERE "sku" = $2 AND "region" = $3
+      `,
+    [emissionData, skuId, region]
+  );
+};
+
+config.logger.info('Starting: loading data into DB');
+run()
+  .then(() => {
+    config.logger.info('Completed: loading data into DB');
+    process.exit(0);
+  })
+  .catch((err) => {
+    config.logger.error(err);
+    process.exit(1);
+  });
diff --git a/src/data/emissions/coefficients.json b/src/data/emissions/coefficients.json
new file mode 100644
index 00000000..15179ac2
--- /dev/null
+++ b/src/data/emissions/coefficients.json
@@ -0,0 +1,473 @@
+{
+  "AI Pipeline job: Managed Pipeline job count_europe-west1_2B84-9CF1-241F": 0.00159886260090177,
+  "AI Pipeline job: Managed Pipeline job count_europe-west4_2B84-9CF1-241F": 0.9165183341205394,
+  "Active HSM ECDSA P-256 key versions_asia-east1_1017-1BAF-7159": 0.135400483876477,
+  "Active HSM ECDSA P-256 key versions_europe-west1_1017-1BAF-7159": 0.03823608584215827,
+  "Active HSM ECDSA P-256 key versions_us-central1_1017-1BAF-7159": 0.12389739488282613,
+  "Active HSM ECDSA P-256 key versions_us-central2_1017-1BAF-7159": 0.11360386597256136,
+  "Active HSM ECDSA P-256 key versions_us-east1_1017-1BAF-7159": 0.13972359324658445,
+  "Active HSM ECDSA P-256 key versions_us-west1_1017-1BAF-7159": 0.019905544837763176,
+  "Active Storage (europe-west1)_europe-west1_33C2-A84B-3BEF": 0.0011699208715442936,
+  "Active Storage (europe-west2)_europe-west2_23B9-5D3C-A7BB": 0.0009619903245413824,
+  "Active Storage (europe-west3)_europe-west3_AE2B-06A2-A77E": 0.00556276534635279,
+  "Active Storage (europe-west4)_europe-west4_60BE-5B2B-987E": 0.0008828209437615587,
+  "Active Storage (us-central1)_us-central1_0018-A5A0-9D6D": 0.0005666744329146836,
+  "Active Storage_europe_947D-3B46-7781": 0.0037806238082855096,
+  "Active Storage_us_947D-3B46-7781": 0.0011769817578016863,
+  "Archive Class A Operations_europe-west1_990C-ED9B-B8C9": 0.006632179884700689,
+  "Archive Class B Operations_europe-west1_FFB9-8661-27DD": 0.0002397052298830029,
+  "Archive Data Retrieval_europe-west1_27A1-EBA4-49E8": 0.0008675054697270449,
+  "Archive Storage Belgium (Early Delete)_europe-west1_7603-88E7-1A6E": 2.3845508183143613e-5,
+  "Archive Storage Belgium_europe-west1_1A2D-77C9-8F73": 0.0005686853789074812,
+  "AutoML Content Classification Deployed Model Time_europe-west4_1677-BBE0-848C": 0.006342559958070977,
+  "AutoML Content Classification Model Deployment for AutoML Natural Language or AI Platform (Unified)_europe-west4_1677-BBE0-848C": 0.00026572934104250893,
+  "AutoML Content Classification Model Deployment for AutoML Natural Language or Vertex AI_europe-west4_1677-BBE0-848C": 0.0001475607845042733,
+  "AutoML Content Classification Model Deployment for AutoML Natural Language or Vertex AI_us-central1_1677-BBE0-848C": 0.0005872906841889028,
+  "AutoML Content Classification Model Training for AutoML Natural Language or Vertex AI_europe-west4_41FE-745B-850A": 0.0016114013211338564,
+  "AutoML Content Classification Model Training for AutoML Natural Language or Vertex AI_us-central1_41FE-745B-850A": 0.039469644509681635,
+  "AutoML Content Classification Online Predictions Operations for AutoML Natural Language or Vertex AI_europe-west4_A478-2B66-9176": 0.023175065853480385,
+  "AutoML Entity Extraction Model Deployment for AutoML Natural Language or AI Platform (Unified)_us-central1_C5B0-CEAF-5DDB": 0.0002284445744848589,
+  "AutoML Entity Extraction Model Training for AutoML Natural Language or AI Platform (Unified)_us-central1_A537-DFB1-85F9": 0.026026670607714724,
+  "AutoML Image Classification Model Deployment for AutoML Vision or Vertex AI_us-central1_845C-15E7-5C4D": 0.0934786378181491,
+  "AutoML Image Classification Model Training for AutoML Vision or Vertex AI_us-central1_E5FA-2AC8-4EE2": 0.8868071690069121,
+  "Autopilot Kubernetes Clusters_europe-west1_F52D-A61F-C7D1": 3.6010779500261614,
+  "Balanced PD Capacity in Frankfurt_europe-west3_B1B5-0BAA-CB31": 0.9753377611011828,
+  "Balanced PD Capacity in London_europe-west2_D7FE-969C-E339": 0.025601718014761014,
+  "Balanced PD Capacity in Warsaw_europe-central2_7F37-4B04-C4BF": 0.46315116481615193,
+  "Balanced PD Capacity_europe-west1_6AE1-525F-8B80": 0.02740195275461696,
+  "Balanced PD Capacity_us-central1_6AE1-525F-8B80": 0.3897749950277161,
+  "BigQuery Flat Rate Flex for Europe (multi-region)_eu_E076-703D-6128": 0.00042955069533896545,
+  "BigQuery Flat Rate Flex for US (multi-region)_us_6FE6-D064-82C6": 0.0004703714235461772,
+  "BigQuery Storage API - Read Anonymous Bytes Scanned_europe-west3_242C-E02F-1FC9": 0.15601105115584693,
+  "BigQuery Storage API - Read Bytes Scanned (EU)_europe_D844-AFFE-86A2": 0.01735284242959857,
+  "BigQuery Storage API - Read Bytes Scanned (US)_us_AB59-C5C0-8570": 0.020283842650388153,
+  "BigQuery Storage API - Read Bytes Scanned (europe-west3)_europe-west3_0181-407F-286E": 0.04325633819064613,
+  "BigQuery Storage API - Read_europe_7747-C1C7-5FD5": 0.04432397226602733,
+  "BigQuery Storage API - Read_us_7747-C1C7-5FD5": 0.021409027664547012,
+  "CPU Allocation Time (Always-on CPU) in europe-west3_europe-west3_23A0-BA06-660E": 2.776440915832255e-8,
+  "CPU Allocation Time (tier 2)_europe-west2_085C-A237-027A": 3.8006564752108816e-6,
+  "CPU Allocation Time (tier 2)_europe-west3_085C-A237-027A": 4.675536664468458e-6,
+  "CPU Allocation Time_europe-west1_4856-B847-F1EB": 4.060755773314177e-7,
+  "CPU Allocation Time_europe-west4_4856-B847-F1EB": 9.772513374992882e-9,
+  "CPU Allocation Time_us-central1_4856-B847-F1EB": 6.919335231210567e-9,
+  "CPU Time (tier 2)_europe-west3_C3E5-5E41-F455": 7.467784211778124e-6,
+  "CPU Time_europe-west1_C024-9C10-2A5B": 1.4142192495124327e-6,
+  "CPU Time_europe-west2_C024-9C10-2A5B": 1.5830765587080694e-6,
+  "CPU Time_us-central1_C024-9C10-2A5B": 1.477792441982601e-5,
+  "CPU Time_us-east1_C024-9C10-2A5B": 1.5826503811550608e-5,
+  "Cloud Composer Compute CPUs (europe-west3)_europe-west3_1FCA-0053-3649": 2.536612197457044e-5,
+  "Cloud Composer Compute Memory (europe-west3)_europe-west3_A15E-F23A-1D64": 0.007957859631584345,
+  "Cloud Composer Compute Storage (europe-west3)_europe-west3_DE0D-F426-5FA7": 0.00798153137472059,
+  "Cloud Composer Data storage in Belgium_europe-west1_25C3-91C3-11F3": 0.21430403788324331,
+  "Cloud Composer Database Storage (europe-west3)._europe-west3_BECF-82BC-3BE3": 3.3756684738994247,
+  "Cloud Composer SQL vCPU time in Belgium_europe-west1_8278-F923-5C4B": 0.004532416937237546,
+  "Cloud Composer SQL vCPU time in London_europe-west2_B5B7-F3FB-E9A9": 0.021506772814270787,
+  "Cloud Composer SQL vCPU time in Warsaw_europe-central2_1378-336A-5C16": 0.05321461707454405,
+  "Cloud Composer data storage in London_europe-west2_BB2C-D8AF-20D1": 1.0667359315878309,
+  "Cloud Composer data storage in Warsaw_europe-central2_EEAA-0242-2650": 2.639445006897386,
+  "Cloud Composer vCPU time in Belgium_europe-west1_4C39-D447-B489": 0.004251165881617156,
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+  "Cloud Composer vCPU time in Warsaw_europe-central2_9BF7-3A3A-1E91": 0.05321461707454406,
+  "Cloud SQL for MySQL: Zonal - 1 vCPU + 3.75GB RAM in Americas_us-central1_03B0-9810-7408": 0.004550704532209571,
+  "Cloud SQL for MySQL: Zonal - 1 vCPU + 3.75GB RAM in EMEA_europe-west1_286F-1408-A35E": 0.0017403278877204241,
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+  "Cloud SQL for MySQL: Zonal - IP address reservation in EMEA_europe-west1_BD0C-CBE1-61F5": 0.004043106014887387,
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+  "DNS Query (port 53)_global_6DFF-5025-A128": 1.1485580591204959e-8,
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+  "Data Fusion Basic_europe-west1_E74D-F7A2-0BF5": 0.19381647594140614,
+  "Data Fusion Basic_europe-west6_E74D-F7A2-0BF5": 0.13879889248236343,
+  "Data Fusion Developer_europe-west1_88BC-986D-9A22": 0.02345227590462592,
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+  "Nearline Class B Operations_europe_D0C7-E6E8-6579": 1.83721701990591e-6,
+  "Nearline Data Retrieval_europe-west1_8D92-97F6-DDF3": 0.045653086678735896,
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+  "Neural Translation Model Predictions In Translation V3_global_E205-31DB-F1F4": 8.153143925079381e-9,
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+  "Number of 'general' type pages processed_us_4713-E183-53CC": 0.003043663066299912,
+  "Number of invoice statements process by Invoice parser or Utility parser_eu_0C4C-6AEA-66CB": 0.005624910943184871,
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+  "Online/Batch Prediction N1 Predefined Instance Core running in Americas for AI Platform or AI Platform (Unified)_us-central1_F3F1-9122-BB7C": 0.020863856985633304,
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+  "Online/Batch Prediction N1 Predefined Instance Core running in Americas for AI Platform or Vertex AI_us-central1_F3F1-9122-BB7C": 0.01466545737382456,
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+  "Regional Standard Class A Operations_europe-west6_4DBF-185F-A415": 1.857056281875445e-7,
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+  "Regional Standard Class B Operations (Note: first 50,000 ops are free)_europe-west1_7870-010B-2763": 1.2354816754820183e-5,
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+  "Regional Standard Class B Operations_europe-central2_7870-010B-2763": 0.0,
+  "Regional Standard Class B Operations_europe-north1_7870-010B-2763": 2.590854515438024e-9,
+  "Regional Standard Class B Operations_europe-west1_7870-010B-2763": 4.366137626091791e-8,
+  "Regional Standard Class B Operations_europe-west2_7870-010B-2763": 9.018512467386764e-7,
+  "Regional Standard Class B Operations_europe-west3_7870-010B-2763": 4.094108844825223e-6,
+  "Regional Standard Class B Operations_europe-west4_7870-010B-2763": 1.518030604280612e-6,
+  "Regional Standard Class B Operations_europe-west6_7870-010B-2763": 0.0,
+  "Regional Standard Class B Operations_global_7870-010B-2763": 7.046391901363069e-9,
+  "Regional Standard Class B Operations_us-central1_7870-010B-2763": 1.344724267556366e-7,
+  "Regional Standard Class B Operations_us-east1_7870-010B-2763": 8.817177432147496e-8,
+  "Regional Standard Class B Operations_us-west1_7870-010B-2763": 3.0196796501582944e-8,
+  "SSD backed Local Storage_europe-west1_62AF-A39E-269B": 0.011932855935622337,
+  "SSD backed PD Capacity in Zurich_europe-west6_6B82-25FC-503C": 0.04034141134317368,
+  "SSD backed PD Capacity_europe-west1_B188-61DD-52E4": 0.004530804079795567,
+  "Secret version replica storage_europe-west1_7756-ADEF-84F4": 0.0001604343018624578,
+  "Secret version replica storage_europe-west3_7756-ADEF-84F4": 0.0018346314936767958,
+  "Secret version replica storage_us-central1_7756-ADEF-84F4": 0.0006409686044627413,
+  "Shuffle chargeable data processed for Belgium_europe-west1_D2CE-CEF1-8F9C": 0.0015672077061169374,
+  "Shuffle chargeable data processed for Frankfurt_europe-west3_134A-4702-1B38": 0.0,
+  "Shuffle chargeable data processed for Iowa_us-central1_1934-87A3-3120": 0.2101352511955191,
+  "Shuffle chargeable data processed for London_europe-west2_F2D4-78C7-C302": 32631.08874053693,
+  "Shuffle chargeable data processed for Netherlands_europe-west4_4F5D-9865-16AE": 2593.7188301627607,
+  "Small Cloud Composer Environment Fee (europe-west3)._europe-west3_0061-2C2A-70B4": 0.06660373498678751,
+  "Small Instance with 1 VCPU running in Americas_us-central1_82AF-89FC-240D": 0.004322092779325244,
+  "Small Instance with 1 VCPU running in EMEA_europe-west1_0DA7-1812-F2F5": 0.010235794847227135,
+  "Small Instance with 1 VCPU running in Frankfurt_europe-west3_7BDC-D342-257A": 0.0028617239799495833,
+  "Small Instance with 1 VCPU running in London_europe-west2_6D07-090C-335C": 2.006865619608875,
+  "Spot Preemptible N1 Predefined Instance Core running in EMEA_europe-west1_04D9-CEFB-F0AA": 0.0004149478345151143,
+  "Spot Preemptible N1 Predefined Instance Ram running in EMEA_europe-west1_10A0-7F67-697B": 7.053849868577407e-5,
+  "Standard Storage Asia Multi-region_asia_E653-0A40-3B69": 0.0007965159774785811,
+  "Standard Storage Asia Regional_asia-east1_BAE2-255B-64A7": 0.0,
+  "Standard Storage Europe Multi-region_europe_EC40-8747-D6FF": 0.001087116803386133,
+  "Standard Storage Europe Regional_europe-west1_A703-5CB6-E0BF": 0.000233993337558376,
+  "Standard Storage Finland/Netherlands Dual-region_eur4_E67D-A4FA-4CF3": 0.0004585048643726299,
+  "Standard Storage Finland_europe-north1_8A7F-592F-3FE7": 0.00015124869891836867,
+  "Standard Storage Frankfurt_europe-west3_F272-7933-F065": 0.0005970648684150052,
+  "Standard Storage London_europe-west2_BB55-3E5A-405C": 0.001781421691080806,
+  "Standard Storage Netherlands_europe-west4_89D8-0CF9-9F2E": 0.005688481604776103,
+  "Standard Storage Singapore_asia-southeast1_76BA-5CAD-4338": 0.20790267056168127,
+  "Standard Storage US Multi-region_us_0D5D-6E23-4250": 0.0010076296096100572,
+  "Standard Storage US Regional_us-central1_E5F0-6A5D-7BAD": 0.0003072656281052082,
+  "Standard Storage US Regional_us-east1_E5F0-6A5D-7BAD": 0.02968546429702902,
+  "Standard Storage US Regional_us-west1_E5F0-6A5D-7BAD": 0.00010449117388172755,
+  "Standard Storage Warsaw_europe-central2_109D-AA78-91BA": 1.1652066464496593,
+  "Standard Storage Zurich_europe-west6_91B5-8ABC-06EC": 0.0003895072570256944,
+  "Storage Image_europe-west1_DAA2-253C-6680": 0.42838552935018914,
+  "Storage Image_us-central1_DAA2-253C-6680": 0.003861007815210056,
+  "Storage Machine Image_europe-west1_A652-E97D-AB77": 0.0699679014574616,
+  "Storage PD Capacity in Finland_europe-north1_CEF4-0773-7924": 0.00017582707098630097,
+  "Storage PD Capacity in Frankfurt_europe-west3_7A7B-EA46-2897": 0.02500299043766332,
+  "Storage PD Capacity in London_europe-west2_BF1A-6647-009D": 0.006512544101050774,
+  "Storage PD Capacity in Netherlands_europe-west4_AE8C-46C3-4994": 0.0015564980447847813,
+  "Storage PD Capacity in Sao Paulo_southamerica-east1_DF49-E005-E705": 0.000833596554653056,
+  "Storage PD Capacity in Singapore_asia-southeast1_0572-568A-4FC4": 0.0010350916727511305,
+  "Storage PD Capacity in Warsaw_europe-central2_5881-96B1-93E3": 0.0027867632765645775,
+  "Storage PD Capacity in Zurich_europe-west6_17A8-D0A4-D7E5": 0.033889724153283424,
+  "Storage PD Capacity_asia-east1_D973-5D65-BAB2": 0.0,
+  "Storage PD Capacity_europe-west1_D973-5D65-BAB2": 0.0016250242857476704,
+  "Storage PD Capacity_us-central1_D973-5D65-BAB2": 0.029011514912674872,
+  "Storage PD Capacity_us-east1_D973-5D65-BAB2": 0.0012223555093123979,
+  "Storage PD Capacity_us-west1_D973-5D65-BAB2": 0.0017432219209411015,
+  "Storage PD Snapshot in European Union_europe_9ECE-16D9-A2B4": 0.0017664409093037243,
+  "Storage PD Snapshot_europe-west1_66AB-BA17-351C": 0.06238947153422955,
+  "Storage PD Snapshot_europe-west1_817F-F5A3-514E": 0.13984151664397917,
+  "Storage PD Snapshot_us-central1_66AB-BA17-351C": 5.579391388778391,
+  "Streaming Insert (europe-west1)_europe-west1_8DDC-7E2E-02F5": 0.0001213279592510891,
+  "Streaming Insert (europe-west4)_europe-west4_8AC0-C352-9C7E": 9.300566995027515e-6,
+  "Streaming Insert_europe_934C-4547-E59A": 1.953792808464699e-6,
+  "Streaming Insert_us_934C-4547-E59A": 2.999978611354272e-6,
+  "Streaming data processed for Belgium_europe-west1_0186-E173-6D23": 0.0013019297541073185,
+  "Subscriptions message backlog_global_3EAB-48F3-A0D5": 0.028792905389234336,
+  "Subscriptions retained acknowledged messages_global_3C0B-A83B-E6EE": 0.012800825293258966,
+  "Text Detection Operations_europe-west1_CC5B-B143-D056": 8.77655526534035e-6,
+  "Text query operation for interacting with Dialogflow CX agents_europe-west2_2DA2-9861-0744": 7.377489093591631e-5,
+  "Text session for interacting with Dialogflow CX agents_europe-west2_A1CC-751A-CDCC": 0.0024442199519990643,
+  "Training Unit-Hours (Europe/Asia) for AI Platform or AI Platform (Unified)_europe-west1_886A-68FF-EE9D": 0.5464499133284015,
+  "Training Unit-Hours (Europe/Asia) for AI Platform or AI Platform (Unified)_europe-west2_886A-68FF-EE9D": 257.98232993725316,
+  "Training Unit-Hours (Europe/Asia) for AI Platform or AI Platform (Unified)_europe-west4_886A-68FF-EE9D": 0.4297221815093545,
+  "Training Unit-Hours (Europe/Asia) for AI Platform or Vertex AI_europe-west1_886A-68FF-EE9D": 0.6769796965778372,
+  "Training Unit-Hours (Europe/Asia) for AI Platform or Vertex AI_europe-west4_886A-68FF-EE9D": 0.6918093448144896,
+  "Training Unit-Hours for AI Platform or AI Platform (Unified)_us-central1_F91B-90A2-CF35": 0.31743388219831165,
+  "Training Unit-Hours for AI Platform or AI Platform (Unified)_us-west1_F91B-90A2-CF35": 49.685022557944244,
+  "Training Unit-Hours for AI Platform or Vertex AI_us-central1_F91B-90A2-CF35": 0.19883389619728598,
+  "VM state: suspended RAM in EMEA_europe-west1_D50B-484D-C2A2": 0.00015404478938241603,
+  "Vertex AI: AutoML Image Classification Model Training_us-central1_9D55-7787-F4B0": 0.525616802809556,
+  "Vertex AI: AutoML Structured Data Model Training_europe-west1_AC9D-BD60-6F67": 2.4679539771242,
+  "Vertex AI: Online/Batch Prediction N1 Predefined Instance Core running in EMEA for AI Platform_europe-west1_6B7D-3B6D-6338": 0.009179203075176206,
+  "Vertex AI: Online/Batch Prediction N1 Predefined Instance Core running in Netherlands for AI Platform_europe-west4_A482-DD61-9F4C": 0.016366352286907963,
+  "Vertex AI: Online/Batch Prediction N1 Predefined Instance Ram running in EMEA for AI Platform_europe-west1_967C-BEC2-A4F7": 0.002447665971557117,
+  "Vertex AI: Online/Batch Prediction N1 Predefined Instance Ram running in Netherlands for AI Platform_europe-west4_D564-0029-7DB4": 0.00468992755443468,
+  "Vertex AI: Online/Batch Prediction Nvidia Tesla K80 GPU running in EMEA for AI Platform_europe-west1_ECD9-F804-B844": 0.06627312230647767,
+  "Vertex AI: Training/Pipelines on E2 Instance Core running in EMEA_europe-west1_F3DD-769C-08F8": 0.01084119840824816,
+  "Vertex AI: Training/Pipelines on E2 Instance Core running in Netherlands_europe-west4_7EE0-1307-7CDA": 6.020336655535654,
+  "Vertex AI: Training/Pipelines on E2 Instance Ram running in EMEA_europe-west1_7268-29E8-085B": 0.0027102996020620398,
+  "Vertex AI: Training/Pipelines on E2 Instance Ram running in Netherlands_europe-west4_13F7-2048-163D": 1.5050841638839134,
+  "Vertex AI: Training/Pipelines on N1 Predefined Instance Core running in Americas_us-central1_2A57-4214-1832": 0.020867386273694468,
+  "Vertex AI: Training/Pipelines on N1 Predefined Instance Core running in EMEA_europe-west1_6C4C-87AA-CA35": 0.5770233130578624,
+  "Vertex AI: Training/Pipelines on N1 Predefined Instance Core running in Netherlands_europe-west4_48AB-35F4-009F": 33.396659012871886,
+  "Vertex AI: Training/Pipelines on N1 Predefined Instance Ram running in Americas_us-central1_DE93-D712-2AE4": 0.005365209000503747,
+  "Vertex AI: Training/Pipelines on N1 Predefined Instance Ram running in EMEA_europe-west1_9F52-EE28-6E64": 0.1539922451627861,
+  "Vertex AI: Training/Pipelines on N1 Predefined Instance Ram running in Netherlands_europe-west4_6044-F246-06F3": 5.137947540441831,
+  "Vertex AI: Training/Pipelines on N2 Instance Core running in EMEA_europe-west1_EE98-9C23-32CB": 0.0,
+  "Vertex AI: Training/Pipelines on N2 Instance Ram running in EMEA_europe-west1_142D-1894-6B73": 0.2638751139929829,
+  "Vertex AI: Training/Pipelines on Nvidia Tesla K80 GPU running in Americas_us-central1_9005-5962-1FA7": 0.2758382431079855,
+  "Vertex AI: Training/Pipelines on Nvidia Tesla K80 GPU running in EMEA_europe-west1_AE09-C38E-768A": 2.3448790918491835,
+  "Vertex AI: Training/Pipelines on SSD backed PD Capacity in Netherlands_europe-west4_5BB8-03BD-5F83": 149.5897694698481,
+  "Vertex AI: Training/Pipelines on SSD backed PD Capacity_europe-west1_A005-98FE-36CC": 14.12536939228423,
+  "Vertex AI: Training/Pipelines on SSD backed PD Capacity_us-central1_A005-98FE-36CC": 0.632492297346404,
+  "Vpn Tunnel_europe-west1_F0F2-AD13-F11A": 0.005739093169807371,
+  "Zonal Kubernetes Clusters_europe-central2-a_6B92-A835-08AB": 0.06191163501755005,
+  "Zonal Kubernetes Clusters_europe-west1-b_6B92-A835-08AB": 0.009272912995397307,
+  "Zonal Kubernetes Clusters_europe-west1-d_6B92-A835-08AB": 0.011380225460214277,
+  "Zonal Kubernetes Clusters_europe-west2-a_6B92-A835-08AB": 0.016696239746597726,
+  "Zonal Kubernetes Clusters_europe-west2-b_6B92-A835-08AB": 0.02537068314053299,
+  "Zonal Kubernetes Clusters_europe-west4-b_6B92-A835-08AB": 0.030199664689238778,
+  "Zonal Kubernetes Clusters_us-central1-a_6B92-A835-08AB": 0.023880887125244894,
+  "Zonal Kubernetes Clusters_us-central1-b_6B92-A835-08AB": 0.030172996890567443,
+  "Zonal Kubernetes Clusters_us-central1-c_6B92-A835-08AB": 0.02723936084355022,
+  "Zonal Kubernetes Clusters_us-east1-c_6B92-A835-08AB": 0.035914832974202386,
+  "vCPU Time Batch Belgium_europe-west1_161E-6FF0-CFDE": 0.0018781784675716044,
+  "vCPU Time Batch Frankfurt_europe-west3_FA77-1E01-AA8D": 0.0007396368374135509,
+  "vCPU Time Batch Iowa_us-central1_A613-4169-2E08": 0.004448618059945409,
+  "vCPU Time Batch London_europe-west2_A9B8-BA0E-0306": 0.00294400328586005,
+  "vCPU Time Batch Netherlands_europe-west4_678D-F403-CE7C": 0.0038122384801867275,
+  "vCPU Time Batch Oregon_us-west1_4A1E-85F7-BB33": 0.0006480480681919254,
+  "vCPU Time Streaming Belgium_europe-west1_70DD-3D9E-03F7": 0.001589286132233631,
+  "vCPU Time Streaming Iowa_us-central1_7DA8-1ADF-661B": 0.005000914816259563
+}
diff --git a/src/db/query.ts b/src/db/query.ts
index 99293b3a..750203fa 100644
--- a/src/db/query.ts
+++ b/src/db/query.ts
@@ -1,6 +1,6 @@
 // In order to make upserting more efficient, prices in postgres are stored as a map of priceHash -> prices.
 import format from 'pg-format';
-import { Price, Product, ProductAttributes } from './types';
+import { Emission, Price, Product, ProductAttributes } from './types';
 import config from '../config';
 
 type AttributeFilter = {
@@ -10,7 +10,7 @@ type AttributeFilter = {
   value_regex?: string;
 };
 
-type ProductWithPriceMap = {
+type ProductWithPriceAndEmissionsMap = {
   productHash: string;
   sku: string;
   vendorName: string;
@@ -19,10 +19,11 @@ type ProductWithPriceMap = {
   productFamily: string;
   attributes: ProductAttributes;
   prices: { [priceHash: string]: Price[] };
+  emissions: { [emissionHash: string]: Emission[] };
 };
 
-function flattenPrices(p: ProductWithPriceMap): Product {
-  return { ...p, prices: Object.values(p.prices).flat() };
+function flattenPrices(p: ProductWithPriceAndEmissionsMap): Product {
+  return { ...p, prices: Object.values(p.prices).flat(), emissions: Object.values(p.emissions).flat() };
 }
 
 // eslint-disable-next-line import/prefer-default-export
@@ -53,7 +54,7 @@ export async function findProducts(
   }
 
   const response = await pool.query(sql);
-  const products = response.rows as ProductWithPriceMap[];
+  const products = response.rows as ProductWithPriceAndEmissionsMap[];
   return products.map((product) => flattenPrices(product));
 }
 
diff --git a/src/db/setup.ts b/src/db/setup.ts
index fc1a7476..17dfa3e4 100644
--- a/src/db/setup.ts
+++ b/src/db/setup.ts
@@ -18,9 +18,10 @@ export async function createProductsTable(
         service text NOT NULL,
         "productFamily" text DEFAULT ''::text NOT NULL,
         attributes jsonb NOT NULL,
-        prices jsonb NOT NULL, 
+        prices jsonb NOT NULL,
+        emissions jsonb NOT NULL DEFAULT '[]'::jsonb,
         CONSTRAINT %I PRIMARY KEY("productHash")
-      )   
+      )
     `,
       tableName,
       `${tableName}_pkey`
@@ -72,7 +73,7 @@ export async function createStatsTable(
         total_runs bigint DEFAULT 0,
         ci_runs bigint DEFAULT 0,
         non_ci_runs bigint DEFAULT 0
-      )   
+      )
     `,
       tableName
     )
@@ -101,7 +102,7 @@ export async function createInstallsTable(
       (
         install_id uuid PRIMARY KEY NOT NULL,
         created_at timestamp DEFAUlT NOW() NOT NULL
-      )   
+      )
     `,
       tableName
     )
diff --git a/src/db/types.ts b/src/db/types.ts
index 57eda363..2f14cd72 100644
--- a/src/db/types.ts
+++ b/src/db/types.ts
@@ -9,6 +9,7 @@ export type Product = {
   productFamily: string;
   attributes: ProductAttributes;
   prices: Price[];
+  emissions: Emission[];
 };
 
 export type Price = {
@@ -26,3 +27,14 @@ export type Price = {
   termOfferingClass?: string;
   description?: string;
 };
+
+export type Emission = {
+  emissionHash: string;
+  unit: string;
+  emissions: string;
+  effectiveDateStart: string;
+  effectiveDateEnd?: string;
+  startUsageAmount?: string;
+  endUsageAmount?: string;
+  description?: string;
+}
diff --git a/src/resolvers.ts b/src/resolvers.ts
index 313e9b73..c6e02e80 100644
--- a/src/resolvers.ts
+++ b/src/resolvers.ts
@@ -1,6 +1,6 @@
 import { IResolvers } from '@graphql-tools/utils';
 import mingo from 'mingo';
-import { Price, Product } from './db/types';
+import { Emission, Price, Product } from './db/types';
 import currency, { CURRENCY_CODES } from './utils/currency';
 import { findProducts } from './db/query';
 import { ApplicationOptions } from './app';
@@ -28,6 +28,10 @@ interface PricesArgs {
   filter: Filter;
 }
 
+interface EmissionsArgs {
+  filter: Filter;
+}
+
 type TransformedProductAttribute = {
   key: string;
   value: string;
@@ -77,6 +81,14 @@ const getResolvers = <TContext>(
 
       return prices;
     },
+    emissions: async (product: Product, args: EmissionsArgs): Promise<Emission[]> => {
+
+      const emissions = mingo
+        .find(product.emissions, transformFilter(args.filter))
+        .all() as Emission[];
+
+        return emissions;
+    },
   },
   Price:
     // For every alternate currency, add a resolver that converts from USD.
diff --git a/src/scrapers/awsBulk.ts b/src/scrapers/awsBulk.ts
index c851aa71..2a17d69b 100644
--- a/src/scrapers/awsBulk.ts
+++ b/src/scrapers/awsBulk.ts
@@ -207,6 +207,7 @@ function parseProduct(productJson: ProductJson) {
     sku: productJson.sku,
     attributes: productJson.attributes,
     prices: [],
+    emissions: [],
   };
 
   product.productHash = generateProductHash(product);
diff --git a/src/scrapers/azureRetail.ts b/src/scrapers/azureRetail.ts
index 4523335c..efa3f591 100644
--- a/src/scrapers/azureRetail.ts
+++ b/src/scrapers/azureRetail.ts
@@ -139,6 +139,7 @@ function parseProduct(productJson: ProductJson): Product {
       meterName: productJson.meterName,
     },
     prices: [],
+    emissions: [],
   };
 
   product.productHash = generateProductHash(product);
diff --git a/src/scrapers/gcpCatalog.ts b/src/scrapers/gcpCatalog.ts
index f7287523..221b9c2c 100644
--- a/src/scrapers/gcpCatalog.ts
+++ b/src/scrapers/gcpCatalog.ts
@@ -191,6 +191,7 @@ function parseProduct(productJson: ProductJson, region: string): Product {
       resourceGroup: productJson.category.resourceGroup,
     },
     prices: [],
+    emissions: [],
   };
 
   product.productHash = generateProductHash(product);
diff --git a/src/scrapers/gcpMachineTypes.ts b/src/scrapers/gcpMachineTypes.ts
index b877a9e9..04df52eb 100644
--- a/src/scrapers/gcpMachineTypes.ts
+++ b/src/scrapers/gcpMachineTypes.ts
@@ -129,6 +129,7 @@ async function scrape(): Promise<void> {
           machineType: name,
         },
         prices: [],
+        emissions: [],
       };
 
       product.productHash = generateProductHash(product);
diff --git a/src/typeDefs.ts b/src/typeDefs.ts
index 4b473675..eb5e9a1f 100644
--- a/src/typeDefs.ts
+++ b/src/typeDefs.ts
@@ -18,6 +18,17 @@ const typeDefs = gql`
     termOfferingClass: String
   }
 
+  type Emission {
+    emissionHash: String!
+    unit: String!
+    emissions: String!
+    effectiveDateStart: String
+    effectiveDateEnd: String
+    startUsageAmount: String
+    endUsageAmount: String
+    description: String
+  }
+
   type Product {
     productHash: String!
     vendorName: String!
@@ -27,6 +38,7 @@ const typeDefs = gql`
     sku: String!
     attributes: [Attribute]
     prices(filter: PriceFilter): [Price]
+    emissions(filter: EmissionFilter): [Emission]
   }
 
   type Attribute {
@@ -61,6 +73,14 @@ const typeDefs = gql`
     termOfferingClass: String
   }
 
+  input EmissionFilter {
+    unit: String
+    description: String
+    description_regex: String
+    startUsageAmount: String
+    endUsageAmount: String
+  }
+
   type Query {
     products(filter: ProductFilter): [Product]
   }
diff --git a/tsconfig.json b/tsconfig.json
index f7a0052b..7e808531 100644
--- a/tsconfig.json
+++ b/tsconfig.json
@@ -6,6 +6,7 @@
     "lib": ["esnext"],
     "esModuleInterop": true,
     "declaration": true,
+    "resolveJsonModule": true,
   },
   "include": [
     "src/**/*"