Publications by Joe Long
U.S. Residential Construction 2020 _ 2021
Total Construction Spending (TTLCON) date value 2019-11-01 121672 2019-12-01 110530 2020-01-01 104924 2020-02-01 106160 2020-03-01 116371 2020-04-01 118145 2020-05-01 122881 2020-06-01 130284 2020-07-01 132767 2020-08-01 135189 2020-09-01 133088 2020-10-01 130984 2020-11-01 124806 2020-12-0...
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U.S. Monthly Retail Trade
Retail Inventories: Retail (Excluding Food Services) (MRTSIM44000USN) end <- dmy('01-08-2021') symbol <-fredr_series_observations(series_id = "MRTSIM44000USN", observation_start = as.Date("2000-01-01")) indicator <-as.data.frame(symbol)[,c(1,3)] tail(indicator) %>% kable() %>% kable_styling(bootstrap_options = c("striped", "hover"...
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State Unemployment rates in some states
Initial Unemployment Claims ## Registered S3 method overwritten by 'tune': ## method from ## required_pkgs.model_spec parsnip date claims 2021-05-15 454603 2021-05-22 419436 2021-05-29 428671 2021-06-05 364577 2021-06-12 407798 2021-06-19 398284 2021-06-26 362899 2021-07-03 382622 20...
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2020 California Presidential Election
Wining candidate by county in California ## Getting data from the 2015-2019 5-year ACS ## Linking to GEOS 3.9.0, GDAL 3.2.1, PROJ 7.2.1 ## Warning in st_centroid.sf(ca_value): st_centroid assumes attributes are constant ## over geometries of x ## Warning in st_centroid.sfc(st_geometry(x), of_largest_polygon = ## of_largest_polygon): st_centro...
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Manufacturers’ New Orders
Manufacturers’ New Orders: Total Manufacturing (UMTMNO) Manufacturers’ New Orders: Durable Goods (UMDMNO) Manufacturers’ New Orders: Consumer Durable Goods (ACDGNO) Industrial Production: Manufacturing (NAICS) (IPMAN) Manufacturers’ New Orders: Machinery (U33SNO) Manufacturers’ New Orders: Primary Metals (U31SNO) The primary metal ...
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Texas Manufacturing Outlook Survey
The Texas Manufacturing Outlook Survey (TMOS): A monthly survey of area manufacturers. Firm executives report on how business conditions have changed for a number of indicators, such as production, new orders, employment, prices and company outlook. Respondents are also asked to report on how they perceive broader economic conditions to have chan...
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2021 Federal government current revenues
Federal government current receipts: Income receipts on assets: Interest receipts (B094RC1Q027SBEA) indicator <-fredr_series_observations(series_id = "B094RC1Q027SBEA", observation_start = as.Date("2016-01-01")) # plotting data indicator %>% ggplot() + geom_line(mapping = aes(x=date,y=value), color = ...
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Personal Income during COVID19 Pandemic
Consumer Sentiment as general trends. UMCSENT: University of Michigan Consumer Sentiment. Index 1966:Q1=100,Not Seasonally Adjusted senti <- "UMCSENT" %>% tq_get(get = "economic.data", from = "2015-01-01") %>% rename(count = price) ## Registered S3 method overwritten by 'tune': ## method from ## required_p...
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Employment in Orange County, Ca
All Employees: Total Nonfarm in Anaheim-Santa Ana-Irvine, CA (SMU06112440000000001) series_ls <-fredr_series_observations(series_id = "SMU06112440000000001",observation_start = as.Date("2019-01-01")) # convert series list to dataframe series_df <- do.call(cbind.data.frame, series_ls) # plotting data ggplot(series_df) + geom_line(mapping = a...
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2021 U.S. Manufacturing Industries
Manufacturers’ New Orders: Total Manufacturing (AMTMNO) Manufacturers’ New Orders: Consumer Durable Goods (ACDGNO) Manufacturers’ New Orders: Computers and Electronic Products (A34SNO) Manufacturers’ New Orders: Transportation Equipment (A36SNO) ### Manufacturers’ New Orders: Durable Goods (UMDMNO) Manufacturers’ New Orders: Cons...
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