Publications by Joe Long
Inflation Trends _ indexing to January 2019
1-Month Real Interest Rate (REAINTRATREARAT1MO) series_ls <-fredr_series_observations(series_id = "REAINTRATREARAT1MO",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 = aes(x=date,y=value), color = "blue") +...
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U.S. Import/Export trades
Exports of Goods and Services, Balance of Payments Basis (BOPTEXP) Imports of Goods and Services: Balance of Payments Basis (BOPTIMP) import <-fredr_series_observations(series_id = "BOPTIMP", observation_start = as.Date("2019-01-01")) export <-fredr_series_observations(series_id = "BOPTEXP", observation_start = as.Date("2019-...
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Nevada Employment Indicators
Unemployment Rate in Nevada (NVURN) indicator <-fredr_series_observations(series_id = "NVURN", observation_start = as.Date("2018-01-01")) # plotting data ggplot(indicator)+ geom_rect(aes(xmin= dmy('01-01-2020'),xmax=enddate, ymin = -Inf, ymax = Inf), fill = "lightyellow", alpha = 0.02)+ geom_line(mapping =...
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U.S. Vehicle Sales During Covid-19 Pandemic
Total Vehicle Sales (TOTALNSA) date value 2020-04-01 743.3 2020-05-01 1142.7 2020-06-01 1131.4 2020-07-01 1268.5 2020-08-01 1354.4 2020-09-01 1379.7 2020-10-01 1399.3 2020-11-01 1235.3 2020-12-01 1651.4 2021-01-01 1141.7 2021-02-01 1226.7 2021-03-01 1642.8 2021-04-01 1557.2 2021-05-01 160...
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Federal Reverse Measures on Money
Definition: Velocity of Money The velocity of money is the frequency at which one unit of currency is used to purchase domestically- produced goods and services within a given time period. In other words, it is the number of times one dollar is spent to buy goods and services per unit of time. If the velocity of money is increasing, then more tra...
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U.S. International Trades
Trade Balance: Goods and Services, Balance of Payments Basis (BOPGSTB) indicator <-fredr_series_observations(series_id = "BOPGSTB", observation_start = as.Date("2010-01-01")) # plotting data ggplot(indicator) + geom_rect(aes(xmin= dmy('01-01-2020'), xmax=dmy('01-11-2021'), ymin = -Inf, ymax = Inf), fill = "li...
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Vietnamese Populations in California 2019
2019 variables DP05_0050E Estimate!!RACE!!Total population!!One race!!Asian!!Vietnamese ## Getting data from the 2015-2019 5-year ACS ## Using the ACS Data Profile ## [1] "City" "Vietnamese" Top 25 California cities with Vietnamese population City Vietnamese San Jose city 109238 Garden Grove city 55196 San Diego city 37742...
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Vehicle Manufacturing & Sales
Total Vehicle Sales (TOTALNSA) Domestic Auto Production (DAUPNSA) Motor Vehicle Retail Sales: Domestic Autos (DAUTONSA) Motor Vehicle Retail Sales: Foreign Autos (FAUTONSA) Motor Vehicle Retail Sales: Domestic and Foreign Autos (LAUTONSA) Motor Vehicle Retail Sales: Light Weight Trucks (LTRUCKNSA) Auto Exports (AUENSA) Domestic Auto Invent...
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National Currency Account
M1 Money Stock (M1) Before May 2020, M1 consists of (1) currency outside the U.S. Treasury, Federal Reserve Banks, and the vaults of depository institutions; (2) demand deposits at commercial banks (excluding those amounts held by depository institutions, the U.S. government, and foreign banks and official institutions) less cash items in the pro...
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Price Indexes for Import & Export
Import Price Index (End Use): All commodities (IR) Export Price Index (End Use): All commodities (IQ) Import Price Index (End Use): Fuel Oil (IR10010) Export Price Index (End Use): Fuel Oil (IQ11110) Import Price Index (End Use): Consumer Goods, Excluding Automotives (IR4) Export Price Index (End Use): Consumer Goods, Excluding Automotives (...
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