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Consumer Spendings (Finance > US Economy > Consumer Spendings)

Introduced by Ashkan Farhangi et al. in AA-Forecast: Anomaly-Aware Forecast for Extreme Events21 Aug 2022 archive 2025-07-28

State-level data for the US economy through the lens of consumer spending (Credit/Debit Spending) . The dataset is enriched with state-level Economic Dynamics and Policy Responses. Specifically, we further enriched the data with the state-level policies as an indication of extreme events (e.g., the state’s business closure order).

  • Date: The date of the data record.
  • StateAbbr: Abbreviation of the state.
  • Population: Population of the state.
  • Spend_xxx: Various spending metrics (e.g., spend_acf, spend_aer, spend_all). Spend_all (all categories)
  • Policy: Indicator of policy measures.
  • lnDailyNewDeaths, DailyNewDeaths: Logarithm and raw counts of daily new deaths.
  • lnDailyNewCases, DailyNewCases: Logarithm and raw counts of daily new cases.
  • Deaths, Cases: Cumulative counts.
  • Day, Day_, DayOfYear: Day-related information.

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Time Series Forecasting Consumer Spendings TSE-SC RMSE 0.072 Traffic transformer: Capturing the continuity and... — 1 Compare

Papers archive 2025-07-28

1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 2. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting 0 1 11 Jun 2020 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Consumer Spendings

1 variant name, as the archive lists them.

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