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Title:           p3k14c, a synthetic global database of archaeological radiocarbon dates
Subject:         Scientific Data, doi:10.1038/s41597-022-01118-7
Keywords:        
Author:          Darcy Bird
Creator:         Springer
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     Item: 
      Title: p3k14c, a synthetic global database of archaeological radiocarbon dates
      Children: 
       Item: 
        Title: Background & Summary
       Item: 
        Title: Methods
        Children: 
         Item: 
          Title: Procedures — data sources. 
         Item: 
          Title: Procedures — data selection. 
         Item: 
          Title: Procedures — manual cleaning. 
         Item: 
          Title: Preliminary cleaning and dataset review. 
         Item: 
          Title: Procedures — automated cleaning (“scrubbing”). 
         Item: 
          Title: Purging records with lab codes from unknown laboratories. 
         Item: 
          Title: Standardizing coordinate formats among records with location data. 
         Item: 
          Title: Handling duplicate entries. 
         Item: 
          Title: Miscellaneous cleaning of anomalous data. 
         Item: 
          Title: Obfuscation of precise coordinates for certain dates. 
         Item: 
          Title: Correction procedure for unicode encoding anomalies. 
       Item: 
        Title: Data Records
        Children: 
         Item: 
          Title: Database sustainability. 
       Item: 
        Title: Technical Validation
        Children: 
         Item: 
          Title: Basic results of data cleaning. 
         Item: 
          Title: Kernel density analysis. 
         Item: 
          Title: Case studies comparing number of sites and dates. 
         Item: 
          Title: Regional case studies. 
         Item: 
          Title: United states case studies. 
       Item: 
        Title: Usage Notes
        Children: 
         Item: 
          Title: Regional usage and quality. 
          Children: 
           Item: 
            Title: Africa. 
           Item: 
            Title: Southwest Asia. 
           Item: 
            Title: East Asia. 
           Item: 
            Title: Europe. 
           Item: 
            Title: North America. 
           Item: 
            Title: Central America. 
           Item: 
            Title: South America. 
         Item: 
          Title: Usage notes for R users. 
          Children: 
           Item: 
            Title: Python code for scrubbing radiocarbon data. 
           Item: 
            Title: R code for quality analyses. 
       Item: 
        Title: Acknowledgements
       Item: 
        Title: Fig. 1 Flowchart demonstrating the decision-making process for verifying the location and modifying the LocAccuracy variable accordingly.
       Item: 
        Title: Fig. 2 Flowchart used to locate archaeological sites without locational information.
       Item: 
        Title: Fig. 3 Global map showing locations of all radiocarbon records after the data cleaning process, color-coded by continent.
       Item: 
        Title: Fig. 4 Kernel density estimate highlighting clustering and gaps in different regional/continental records.
       Item: 
        Title: Fig. 5 The density of sites versus dates for China (provinces) and Western Africa (countries).
       Item: 
        Title: Fig. 6 The density of dated sites versus dates at continental scale.
       Item: 
        Title: Fig. 7 Focused case study of data in the United States, graphed linearly (left column) or logarithmically (right column).
       Item: 
        Title: Table 1 Database/Dataset name, base LocAccuracy variable, and other relevant information collected.
       Item: 
        Title: Table 2 Database variable names, descriptions, and whether or not the variable was required to include the data.
       Item: 
        Title: Table 3 Data records and availability information.
       Item: 
        Title: Table 4 Number of cleaned radiocarbon dates by continent.
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    Keywords: 
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