This data release contains the associated data described in the related primary publication, “Predicting Flood Damage Probability Across the Conterminous United States” (Collins et al. [2022], see Cross Reference section). Publicly available geospatial datasets and random forest algorithms were used to analyze the spatial distribution and underlying drivers of flood damage probability caused by excessive rainfall and overflowing water bodies across the conterminous United States. Datasets contain input files for predictor and response variables used in the analysis and output files of flood damage probabilities generated from the analysis.

The number of social media users in the United States was forecast to continuously increase between 2024 and 2029 by in total 26 million users (+8.55 percent). After the ninth consecutive increasing year, the social media user base is estimated to reach 330.07 million users and therefore a new peak in 2029. Notably, the number of social media users of was continuously increasing over the past years.The shown figures regarding social media users have been derived from survey data that has been processed to estimate missing demographics.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).

United States Unemployment Rate: Age 25 to 54 data was reported at 3.000 % in Oct 2018. This records an increase from the previous number of 2.900 % for Sep 2018. United States Unemployment Rate: Age 25 to 54 data is updated monthly, averaging 4.400 % from Jan 1948 (Median) to Oct 2018, with 850 observations. The data reached an all-time high of 9.700 % in Jan 1983 and a record low of 1.800 % in Aug 1953. United States Unemployment Rate: Age 25 to 54 data remains active status in CEIC and is reported by Bureau of Labor Statistics. The data is categorized under Global Database’s United States – Table US.G018: Current Population Survey: Unemployment Rate.

United States US: Number of Births data was reported at 4,413,478.000 Person in 2050. This records an increase from the previous number of 4,397,629.000 Person for 2049. United States US: Number of Births data is updated yearly, averaging 4,195,844.000 Person from Jun 2001 (Median) to 2050, with 50 observations. The data reached an all-time high of 4,413,478.000 Person in 2050 and a record low of 3,921,308.000 Person in 2013. United States US: Number of Births data remains active status in CEIC and is reported by US Census Bureau. The data is categorized under Global Database’s United States – Table US.US Census Bureau: Demographic Projection.

Household Saving Rate in the United States increased to 4.60 percent in January from 3.50 percent in December of 2024. This dataset provides - United States Personal Savings Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

ESRI Data & Maps contains many types of map data at many scales of geography, and the entire dataset can be read directly from the DVD in the media kit. All vector data is provided in Smart Data Compression (SDC) format. The HTML-based Help system contains information about Data & Maps and StreetMap North America, including a complete list of the redistribution rights for each dataset. Please review this information carefully before redistributing any of this data.http://www.library.utoronto.ca/datalib/datart/maplib/data/ESRI/Streetmap_na/help.htm

United States SB: OH: SC: Difficulty Locating Alt Domestic Suppliers data was reported at 27.500 % in 11 Apr 2022. This records an increase from the previous number of 22.200 % for 04 Apr 2022. United States SB: OH: SC: Difficulty Locating Alt Domestic Suppliers data is updated weekly, averaging 25.200 % from Nov 2021 (Median) to 11 Apr 2022, with 18 observations. The data reached an all-time high of 27.500 % in 11 Apr 2022 and a record low of 19.700 % in 28 Feb 2022. United States SB: OH: SC: Difficulty Locating Alt Domestic Suppliers data remains active status in CEIC and is reported by U.S. Census Bureau. The data is categorized under Global Database’s United States – Table US.S037: Small Business Pulse Survey: by State: Midwest Region: Weekly, Beg Monday (Discontinued).

United States West Virginia: GR: OS: CM: Charges: Others data was reported at 703,058.000 USD th in 2015. This records an increase from the previous number of 504,253.000 USD th for 2014. United States West Virginia: GR: OS: CM: Charges: Others data is updated yearly, averaging 180,359.000 USD th from Jun 1977 (Median) to 2015, with 37 observations. The data reached an all-time high of 703,058.000 USD th in 2015 and a record low of 13,840.000 USD th in 1977. United States West Virginia: GR: OS: CM: Charges: Others data remains active status in CEIC and is reported by US Census Bureau. The data is categorized under Global Database’s USA – Table US.F057: Revenue & Expenditure: State and Local Government: West Virginia.

United States Nevada: Revenue data was reported at 25,432,620.000 USD th in 2015. This records a decrease from the previous number of 27,424,781.000 USD th for 2014. United States Nevada: Revenue data is updated yearly, averaging 3,015,593.000 USD th from Jun 1957 (Median) to 2015, with 57 observations. The data reached an all-time high of 27,424,781.000 USD th in 2014 and a record low of 110,116.000 USD th in 1957. United States Nevada: Revenue data remains active status in CEIC and is reported by US Census Bureau. The data is categorized under Global Database’s USA – Table US.F037: Revenue & Expenditure: State and Local Government: Nevada.

United States Alaska: Utility Expenditure: Water Supply data was reported at 139,483.000 USD th in 2015. This records a decrease from the previous number of 218,738.000 USD th for 2014. United States Alaska: Utility Expenditure: Water Supply data is updated yearly, averaging 72,044.000 USD th from Jun 1957 to 2015, with 57 observations. The data reached an all-time high of 218,738.000 USD th in 2014 and a record low of 800.000 USD th in 1959. United States Alaska: Utility Expenditure: Water Supply data remains active status in CEIC and is reported by US Census Bureau. The data is categorized under Global Database’s USA – Table US.F010: Revenue & Expenditure: State and Local Government: Alaska.

United States SB: NY: Outlook: BP: Improve Method of Logistics/Delivery data was reported at 7.300 % in 11 Apr 2022. This records a decrease from the previous number of 10.200 % for 04 Apr 2022. United States SB: NY: Outlook: BP: Improve Method of Logistics/Delivery data is updated weekly, averaging 10.200 % from Feb 2022 (Median) to 11 Apr 2022, with 9 observations. The data reached an all-time high of 11.900 % in 21 Feb 2022 and a record low of 7.300 % in 11 Apr 2022. United States SB: NY: Outlook: BP: Improve Method of Logistics/Delivery data remains active status in CEIC and is reported by U.S. Census Bureau. The data is categorized under Global Database’s United States – Table US.S039: Small Business Pulse Survey: by State: Northeast Region: Weekly, Beg Monday (Discontinued).

United States SB: VT: SC: Difficulty Locating Alt Domestic Suppliers data was reported at 19.900 % in 11 Apr 2022. This records a decrease from the previous number of 20.000 % for 04 Apr 2022. United States SB: VT: SC: Difficulty Locating Alt Domestic Suppliers data is updated weekly, averaging 23.400 % from Nov 2021 (Median) to 11 Apr 2022, with 18 observations. The data reached an all-time high of 34.500 % in 14 Feb 2022 and a record low of 15.300 % in 13 Dec 2021. United States SB: VT: SC: Difficulty Locating Alt Domestic Suppliers data remains active status in CEIC and is reported by U.S. Census Bureau. The data is categorized under Global Database’s United States – Table US.S039: Small Business Pulse Survey: by State: Northeast Region: Weekly, Beg Monday (Discontinued).

United States SB: MN: OP: Total Revenue: 2,501-5,000 data was reported at 5.000 % in 11 Apr 2022. This records a decrease from the previous number of 5.700 % for 04 Apr 2022. United States SB: MN: OP: Total Revenue: 2,501-5,000 data is updated weekly, averaging 3.900 % from Nov 2021 (Median) to 11 Apr 2022, with 15 observations. The data reached an all-time high of 5.700 % in 04 Apr 2022 and a record low of 2.600 % in 21 Mar 2022. United States SB: MN: OP: Total Revenue: 2,501-5,000 data remains active status in CEIC and is reported by U.S. Census Bureau. The data is categorized under Global Database’s United States – Table US.S036: Small Business Pulse Survey: by State: Midwest Region: Weekly, Beg Monday (Discontinued).

Key information about United States New Orders Growth

• United States New Orders increased 3.2 % YoY in Jan 2025, compared with a drop of 0.9 % in the previous month
• US New Orders Growth data is updated monthly, available from Feb 1993 to Jan 2025, with an average YoY change of 3.8 %
• The data reached an all-time high of 39.3 % in Apr 2021 and a record low of -30.0 % in Apr 2009

United States Idaho: GR: OS: Taxes data was reported at 5,902,944.000 USD th in 2016. This records an increase from the previous number of 5,680,588.000 USD th for 2015. United States Idaho: GR: OS: Taxes data is updated yearly, averaging 1,042,003.500 USD th from Jun 1957 (Median) to 2016, with 58 observations. The data reached an all-time high of 5,902,944.000 USD th in 2016 and a record low of 100,314.000 USD th in 1957. United States Idaho: GR: OS: Taxes data remains active status in CEIC and is reported by US Census Bureau. The data is categorized under Global Database’s United States – Table US.F021: Revenue & Expenditure: State and Local Government: Idaho.

United States SB: TX: Outlook: BP: None of the Above data was reported at 54.100 % in 11 Apr 2022. This records a decrease from the previous number of 57.700 % for 04 Apr 2022. United States SB: TX: Outlook: BP: None of the Above data is updated weekly, averaging 56.700 % from Feb 2022 (Median) to 11 Apr 2022, with 9 observations. The data reached an all-time high of 58.100 % in 28 Mar 2022 and a record low of 51.600 % in 14 Mar 2022. United States SB: TX: Outlook: BP: None of the Above data remains active status in CEIC and is reported by U.S. Census Bureau. The data is categorized under Global Database’s United States – Table US.S041: Small Business Pulse Survey: by State: South Region: Weekly, Beg Monday (Discontinued).

United States Population: Arizona data was reported at 7,016,270.000 Person in 2017. This records an increase from the previous number of 6,908,642.000 Person for 2016. United States Population: Arizona data is updated yearly, averaging 6,436,245.000 Person from Jun 2000 (Median) to 2017, with 18 observations. The data reached an all-time high of 7,016,270.000 Person in 2017 and a record low of 5,166,697.000 Person in 2000. United States Population: Arizona data remains active status in CEIC and is reported by US Census Bureau. The data is categorized under Global Database’s United States – Table US.G003: Population By State.

United States SB: IN: OP: Change in Employees: Decreased data was reported at 8.100 % in 11 Apr 2022. This records a decrease from the previous number of 9.200 % for 04 Apr 2022. United States SB: IN: OP: Change in Employees: Decreased data is updated weekly, averaging 9.400 % from Nov 2021 (Median) to 11 Apr 2022, with 18 observations. The data reached an all-time high of 14.600 % in 10 Jan 2022 and a record low of 6.900 % in 28 Feb 2022. United States SB: IN: OP: Change in Employees: Decreased data remains active status in CEIC and is reported by U.S. Census Bureau. The data is categorized under Global Database’s United States – Table US.S036: Small Business Pulse Survey: by State: Midwest Region: Weekly, Beg Monday (Discontinued).

Key information about United States Consumer Confidence Growth

• United States Consumer Confidence dropped by 6.2 % in Feb 2025, compared with a decrease of 5.0 % in the previous month.
• US Consumer Confidence: YoY Change is updated monthly, available from Feb 1968 to Feb 2025, averaged at 1.2 %.
• The data reached an all-time high of 116.9 % in Dec 1975 and a record low of -66.9 % in Feb 2009.
• In the latest reports, Retail Sales of US grew 1.0 % YoY in May 2023.

United States SB: FL: OP: Change in Employees: Increased data was reported at 7.800 % in 11 Apr 2022. This records an increase from the previous number of 5.800 % for 04 Apr 2022. United States SB: FL: OP: Change in Employees: Increased data is updated weekly, averaging 6.550 % from Nov 2021 (Median) to 11 Apr 2022, with 18 observations. The data reached an all-time high of 8.500 % in 14 Mar 2022 and a record low of 4.300 % in 03 Jan 2022. United States SB: FL: OP: Change in Employees: Increased data remains active status in CEIC and is reported by U.S. Census Bureau. The data is categorized under Global Database’s United States – Table US.S040: Small Business Pulse Survey: by State: South Region: Weekly, Beg Monday (Discontinued).