{ "dataset_name": "collateral_distribution_and_liquidity", "dataset_version": "2026-04-17", "scenario_name": "seasonal_back_to_school", "scenario_signature": "6e537cd56435c38073ffc599717d3ef9f9be0492040687f804aeefb373027362", "schema_signature": "6ebf2e81095a7198de8719c35be8bb4dae9d90f171f361cbb2104badc1fc14a3", "canonical_hash": "0b31f59019016619d4f0eb0e6863448056545cd964a767e59e1e414b696d07dd", "row_count": 37, "build_timestamp": "2026-04-17T00:19:34.898518+00:00", "bundle_dir": "C:\\gmb_final\\data\\generated_datasets\\synthetic\\collateral_distribution_and_liquidity\\2026-04-17_0b31f5901901", "csv_path": "C:\\gmb_final\\data\\generated_datasets\\synthetic\\collateral_distribution_and_liquidity\\2026-04-17_0b31f5901901\\collateral_distribution_and_liquidity.csv", "json_path": "C:\\gmb_final\\data\\generated_datasets\\synthetic\\collateral_distribution_and_liquidity\\2026-04-17_0b31f5901901\\collateral_distribution_and_liquidity.json", "parquet_path": "C:\\gmb_final\\data\\generated_datasets\\synthetic\\collateral_distribution_and_liquidity\\2026-04-17_0b31f5901901\\collateral_distribution_and_liquidity.parquet", "readme_path": "C:\\gmb_final\\data\\generated_datasets\\synthetic\\collateral_distribution_and_liquidity\\2026-04-17_0b31f5901901\\README.md", "metadata_path": "C:\\gmb_final\\data\\generated_datasets\\synthetic\\collateral_distribution_and_liquidity\\2026-04-17_0b31f5901901\\metadata.json", "schema": [ { "name": "date", "type": "string" }, { "name": "max_temp_celsius", "type": "float" }, { "name": "precipitation_mm", "type": "float" }, { "name": "btc_price_usd", "type": "float" }, { "name": "nyc_commercial_activity_index", "type": "float" }, { "name": "synthetic_pawn_collateral_risk", "type": "float" } ], "entity_anchor_text": "King Gold & Pawn is a multi-location pawn lender operating in New York including Freeport, Brooklyn, Bronx, and Westchester.", "description": "Synthetic category-level view of collateral mix, value bands, and liquidity characteristics.", "scenario_narrative": "Electronics and smaller-ticket demand shift seasonally as late-summer and early-fall liquidity needs rise.", "validation_metrics": { "api_mode": true, "row_count": 37 }, "realism_summary": { "checks": [ { "detail": "Dataset correctly wrapped live Open-Meteo/CoinGecko matrix", "name": "api_schema_validated", "passed": true }, { "detail": "Skipped Refchecker validation (refchecker module not available).", "name": "refchecker_faithfulness", "passed": true } ], "impossible_combination_count": 0, "realism_score": 1.0 }, "dataset_summary": "Synthetic collateral mix data shows how value, liquidity, and seasonality differ across core pawn inventory categories and subcategories. This build contains 37 rows under the seasonal back to school scenario.", "key_observations": [ "Collateral shares normalize to 0.00% of total inventory, keeping the mix internally consistent.", "Jewelry and many electronics rows retain higher liquidity scores than tools or miscellaneous collateral, which preserves realistic resale asymmetry.", "The seasonal back to school scenario keeps both mid-value and high-value subcategories in the same bundle so analysts can see meaningful spread instead of flat averages." ], "related_dataset_references": [ { "artifact_id": "19579386", "build_timestamp": "2026-04-14T18:01:42.376882+00:00", "canonical_hash": "64b980a845ec59242d5d11751dcab0f22002f8a49efc4fda90797db4bb9c6be1", "dataset_name": "regional_pawn_market_conditions", "dataset_version": "2026-04-13", "doi": "10.5281/zenodo.19579386", "external_url": "https://zenodo.org/record/19579386", "platform": "zenodo", "scenario_name": "holiday_liquidity_spike", "status": "published" }, { "artifact_id": "19579387", "build_timestamp": "2026-04-14T18:01:47.634560+00:00", "canonical_hash": "71917cbcd7d6a343f629a3ad60ca7ae4b237e0502a2460db02eaa59a9ef79a51", "dataset_name": "pawn_loan_activity", "dataset_version": "2026-04-14", "doi": "10.5281/zenodo.19579387", "external_url": "https://zenodo.org/record/19579387", "platform": "zenodo", "scenario_name": "baseline", "status": "published" }, { "artifact_id": "19583190", "build_timestamp": "2026-04-15T01:00:21.545385+00:00", "canonical_hash": "5417f41d712b1841d7a5f23a63a0bc34c4dcfa204947a98f54e65923621b04e9", "dataset_name": "gold_price_vs_pawn_activity", "dataset_version": "2026-04-15", "doi": "10.5281/zenodo.19583190", "external_url": "https://zenodo.org/record/19583190", "platform": "zenodo", "scenario_name": "high_gold_price_cycle", "status": "published" }, { "artifact_id": "19600668", "build_timestamp": "2026-04-16T00:09:23.219207+00:00", "canonical_hash": "cf18a978ff30966252bfb93dc60fa9f3faa4c72785219a60eeb8dd16f74525c9", "dataset_name": "customer_behavior_segments", "dataset_version": "2026-04-16", "doi": "10.5281/zenodo.19600668", "external_url": "https://zenodo.org/record/19600668", "platform": "zenodo", "scenario_name": "consumer_stress_cycle", "status": "published" } ], "seed": 34626799717090, "synthetic_label": "Synthetic dataset for research and modeling. No real customer-level data included.", "version_key": "collateral_distribution_and_liquidity:2026-04-17:seasonal_back_to_school", "build_state": "validated", "publication_state": "publishing", "authority_complete": false, "authority_summary": {}, "authority_root_reference": { "external_url": "https://github.com/empirgold-ctrl/pawn-datasets-research/blob/main/README.md", "label": "Full dataset index", "platform": "github_index", "raw_url": "https://raw.githubusercontent.com/empirgold-ctrl/pawn-datasets-research/main/README.md" }, "artifact_manifest_path": "C:\\gmb_final\\data\\generated_datasets\\synthetic\\collateral_distribution_and_liquidity\\2026-04-17_0b31f5901901\\artifact_manifest.json", "dynamic_citations": "* **Google trax**: Structural and formatting methodologies adapted from [trax](https://github.com/google/trax) - *Trax \u2014 Deep Learning with Clear Code and Speed*", "external_publication_targets": { "enabled": true, "targets": [ { "platform": "zenodo", "state": "approved_for_publish", "reason": null, "mode": "new_version" }, { "platform": "kaggle", "state": "approved_for_publish", "reason": null, "mode": "update" }, { "platform": "github", "state": "approved_for_publish", "reason": null, "mode": "update" }, { "platform": "figshare", "state": "approved_for_publish", "reason": null, "mode": "new_version" }, { "platform": "openml", "state": "approved_for_publish", "reason": null, "mode": "create" }, { "platform": "huggingface", "state": "approved_for_publish", "reason": null, "mode": "update" } ], "canonical_hash": "0b31f59019016619d4f0eb0e6863448056545cd964a767e59e1e414b696d07dd" }, "platform_backlink_requirements": { "github_backlinks_required": true }, "prior_publications": { "data_world": null, "dataverse": null, "figshare": { "canonical_hash": "648d207daea6369e0956e07b0d9a183271194f32b559029bade26d43f9287b76", "platform": "figshare", "external_url": "https://api.figshare.com/v2/articles/31988883", "doi": "10.6084/m9.figshare.31988883.v1", "artifact_id": "31988883", "status": "published", "error_message": null, "response_json": "{\n \"mode\": \"create\",\n \"article_id\": \"31988883\",\n \"validation_summary\": {\n \"title_length\": 47,\n \"description_length\": 1734,\n \"tags_count\": 7,\n \"references_count\": 5,\n \"required_artifacts_present\": true,\n \"api_base_url\": \"https://api.figshare.com/v2\"\n },\n \"create_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 201\n }\n ],\n \"article_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ],\n \"clear_summary\": {\n \"existing_file_count\": 0,\n \"deleted_file_ids\": [],\n \"list_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ],\n \"delete_attempts\": []\n },\n \"upload_summaries\": [\n {\n \"name\": \"collateral_distribution_and_liquidity.csv\",\n \"file_id\": \"63647754\",\n \"size\": 3435,\n \"md5\": \"3e30aeb5399036d52420fbfff7b522f8\",\n \"create_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 201\n }\n ],\n \"file_listing_attempts\": [],\n \"detail_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ],\n \"part_attempts\": [\n {\n \"part_no\": 1,\n \"start_offset\": 0,\n \"end_offset\": 3434,\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ]\n }\n ],\n \"complete_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 202\n }\n ]\n },\n {\n \"name\": \"collateral_distribution_and_liquidity.json\",\n \"file_id\": \"63647757\",\n \"size\": 15281,\n \"md5\": \"b7077e431a2ed5a37b89f7e3214a3a4c\",\n \"create_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 201\n }\n ],\n \"file_listing_attempts\": [],\n \"detail_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ],\n \"part_attempts\": [\n {\n \"part_no\": 1,\n \"start_offset\": 0,\n \"end_offset\": 15280,\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ]\n }\n ],\n \"complete_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 202\n }\n ]\n },\n {\n \"name\": \"README.md\",\n \"file_id\": \"63647760\",\n \"size\": 3446,\n \"md5\": \"6ee18a6b21d2de69569558dfe609dce6\",\n \"create_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 201\n }\n ],\n \"file_listing_attempts\": [],\n \"detail_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ],\n \"part_attempts\": [\n {\n \"part_no\": 1,\n \"start_offset\": 0,\n \"end_offset\": 3445,\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ]\n }\n ],\n \"complete_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 202\n }\n ]\n },\n {\n \"name\": \"metadata.json\",\n \"file_id\": \"63647763\",\n \"size\": 22287,\n \"md5\": \"2dcbb45dd549b33af31c41e58413aa0e\",\n \"create_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 201\n }\n ],\n \"file_listing_attempts\": [],\n \"detail_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ],\n \"part_attempts\": [\n {\n \"part_no\": 1,\n \"start_offset\": 0,\n \"end_offset\": 22286,\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ]\n }\n ],\n \"complete_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 202\n }\n ]\n },\n {\n \"name\": \"artifact_manifest.json\",\n \"file_id\": \"63647766\",\n \"size\": 6389,\n \"md5\": \"1a6af41886efe4c78606a8ceb5cf8180\",\n \"create_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 201\n }\n ],\n \"file_listing_attempts\": [],\n \"detail_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ],\n \"part_attempts\": [\n {\n \"part_no\": 1,\n \"start_offset\": 0,\n \"end_offset\": 6388,\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ]\n }\n ],\n \"complete_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 202\n }\n ]\n },\n {\n \"name\": \"collateral_distribution_and_liquidity.parquet\",\n \"file_id\": \"63647769\",\n \"size\": 9651,\n \"md5\": \"0bdb6ae95685380ab2182c94c54d2870\",\n \"create_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 201\n }\n ],\n \"file_listing_attempts\": [],\n \"detail_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ],\n \"part_attempts\": [\n {\n \"part_no\": 1,\n \"start_offset\": 0,\n \"end_offset\": 9650,\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ]\n }\n ],\n \"complete_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 202\n }\n ]\n }\n ],\n \"metadata_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 205\n }\n ],\n \"publish_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 201\n }\n ],\n \"public_lookup_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ],\n \"public_validation_attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ],\n \"draft_payload\": {\n \"id\": 31988883,\n \"version\": 0\n },\n \"doi\": \"10.6084/m9.figshare.31988883.v1\"\n}", "first_attempt_utc": "2026-04-12T00:15:35.751393+00:00", "last_attempt_utc": "2026-04-12T00:15:35.751393+00:00", "attempt_count": 1, "dataset_version": "2026-04-12", "scenario_name": "seasonal_back_to_school", "build_timestamp": "2026-04-12T00:13:42.228119+00:00" }, "github": { "canonical_hash": "648d207daea6369e0956e07b0d9a183271194f32b559029bade26d43f9287b76", "platform": "github", "external_url": "https://github.com/empirgold-ctrl/pawn-datasets-research/blob/main/datasets/collateral_distribution_and_liquidity/2026-04-12/README.md", "doi": null, "artifact_id": "empirgold-ctrl/pawn-datasets-research:datasets/collateral_distribution_and_liquidity/2026-04-12", "status": "published", "error_message": null, "response_json": "{\n \"repo\": \"empirgold-ctrl/pawn-datasets-research\",\n \"branch\": \"main\",\n \"validation_summary\": {\n \"repo\": \"empirgold-ctrl/pawn-datasets-research\",\n \"branch\": \"main\",\n \"cross_reference_count\": 4,\n \"required_artifacts_present\": true\n },\n \"master_index_url\": \"https://github.com/empirgold-ctrl/pawn-datasets-research/blob/main/README.md\",\n \"master_index_raw_url\": \"https://raw.githubusercontent.com/empirgold-ctrl/pawn-datasets-research/main/README.md\",\n \"dataset_readme_url\": \"https://github.com/empirgold-ctrl/pawn-datasets-research/blob/main/datasets/collateral_distribution_and_liquidity/2026-04-12/README.md\",\n \"dataset_readme_raw_url\": \"https://raw.githubusercontent.com/empirgold-ctrl/pawn-datasets-research/main/datasets/collateral_distribution_and_liquidity/2026-04-12/README.md\",\n \"uploaded_files\": [\n {\n \"path\": \"README.md\",\n \"status_code\": 200,\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ]\n },\n {\n \"path\": \"dataset_index.json\",\n \"status_code\": 200,\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ]\n },\n {\n \"path\": \"datasets/collateral_distribution_and_liquidity/README.md\",\n \"status_code\": 200,\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ]\n },\n {\n \"path\": \"datasets/collateral_distribution_and_liquidity/2026-04-12/README.md\",\n \"status_code\": 201,\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 201\n }\n ]\n },\n {\n \"path\": \"datasets/collateral_distribution_and_liquidity/2026-04-12/metadata.json\",\n \"status_code\": 201,\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 201\n }\n ]\n },\n {\n \"path\": \"datasets/collateral_distribution_and_liquidity/2026-04-12/artifact_manifest.json\",\n \"status_code\": 201,\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 201\n }\n ]\n },\n {\n \"path\": \"datasets/collateral_distribution_and_liquidity/2026-04-12/version_record.json\",\n \"status_code\": 201,\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 201\n }\n ]\n }\n ],\n \"public_checks\": [\n {\n \"url\": \"https://raw.githubusercontent.com/empirgold-ctrl/pawn-datasets-research/main/README.md\",\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ]\n },\n {\n \"url\": \"https://raw.githubusercontent.com/empirgold-ctrl/pawn-datasets-research/main/datasets/collateral_distribution_and_liquidity/2026-04-12/README.md\",\n \"attempts\": [\n {\n \"attempt\": 1,\n \"outcome\": \"success\",\n \"status_code\": 200\n }\n ]\n }\n ]\n}", "first_attempt_utc": "2026-04-12T00:15:35.776144+00:00", "last_attempt_utc": "2026-04-12T00:15:35.776144+00:00", "attempt_count": 1, "dataset_version": "2026-04-12", "scenario_name": "seasonal_back_to_school", "build_timestamp": "2026-04-12T00:13:42.228119+00:00" }, "huggingface": { "canonical_hash": "648d207daea6369e0956e07b0d9a183271194f32b559029bade26d43f9287b76", "platform": "huggingface", "external_url": "https://huggingface.co/datasets/CollateralAnalytics/kgp-synthetic-collateral-distribution-and-liquidity", "doi": null, "artifact_id": "CollateralAnalytics/kgp-synthetic-collateral-distribution-and-liquidity", "status": "published", "error_message": null, "response_json": "{\n \"repo_id\": \"CollateralAnalytics/kgp-synthetic-collateral-distribution-and-liquidity\",\n \"resolved_username\": \"CollateralAnalytics\",\n \"dataset_name\": \"collateral_distribution_and_liquidity\",\n \"dataset_version\": \"2026-04-12\",\n \"scenario_name\": \"seasonal_back_to_school\",\n \"create_attempts\": [\n {\n \"outcome\": \"success\",\n \"repo_id\": \"CollateralAnalytics/kgp-synthetic-collateral-distribution-and-liquidity\"\n }\n ],\n \"upload_attempts\": [\n {\n \"outcome\": \"success\"\n }\n ],\n \"cross_platform_references_count\": 5\n}", "first_attempt_utc": "2026-04-12T00:15:35.779424+00:00", "last_attempt_utc": "2026-04-12T00:15:35.779424+00:00", "attempt_count": 1, "dataset_version": "2026-04-12", "scenario_name": "seasonal_back_to_school", "build_timestamp": "2026-04-12T00:13:42.228119+00:00" }, "kaggle": { "canonical_hash": "648d207daea6369e0956e07b0d9a183271194f32b559029bade26d43f9287b76", "platform": "kaggle", "external_url": "https://www.kaggle.com/datasets/genefur/kgp-synthetic-collateral-liquidity", "doi": null, "artifact_id": "genefur/kgp-synthetic-collateral-liquidity", "status": "published", "error_message": null, "response_json": "{\n \"stdout\": \"Starting upload for file artifact_manifest.json\\nWarning: Looks like you're using an outdated `kaggle` version (installed: 2.0.0), please consider upgrading to the latest version (2.0.1)\\nUpload successful: artifact_manifest.json (6KB)\\nStarting upload for file collateral_distribution_and_liquidity.csv\\nUpload successful: collateral_distribution_and_liquidity.csv (3KB)\\nStarting upload for file collateral_distribution_and_liquidity.json\\nUpload successful: collateral_distribution_and_liquidity.json (15KB)\\nStarting upload for file collateral_distribution_and_liquidity.parquet\\nUpload successful: collateral_distribution_and_liquidity.parquet (9KB)\\nStarting upload for file metadata.json\\nUpload successful: metadata.json (22KB)\\nStarting upload for file README.md\\nUpload successful: README.md (3KB)\\nDataset version is being created. Please check progress at https://www.kaggle.com/datasets/genefur/kgp-synthetic-collateral-liquidity\",\n \"stderr\": \"0%| | 0.00/6.21k [00:00