Publications by Joe Long
Retail prices for food items from FRED
Average Price: Ground Beef, 100% Beef (Cost per Pound) in U.S. City Average (APU0000703112) Average Price: Ground Chuck, 100% Beef (Cost per Pound) in U.S. City Average (APU0000703111) Average Price: Bacon, Sliced (Cost per Pound) in U.S. City Average (APU0000704111) Average Price: All Pork Chops (Cost per Pound) in U.S. City Average (APU0...
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Employment Markets in California
Business Applications for California (BUSAPPWNSACA) ## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0. ## ℹ Please use `linewidth` instead. Job Postings on Indeed in California (IHLCHGUSCA) All Employees: Construction in California (CACONSN) All Employees: Education and Health Services in California (CAEDUHN) Al...
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Heart Disease_Predictive Analysis
This database contains 76 attributes, but all published experiments refer to using a subset of 14 of them. In particular, the Cleveland database is the only one that has been used by ML researchers to this date. The “goal” field refers to the presence of heart disease in the patient. It is integer valued from 0 (no presence) to 4. Attribute I...
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Census data _ Orange County, CA
library(leaflet) home_icon <- makeIcon( iconUrl = "https://img.icons8.com/metro/26/000000/home.png", iconWidth = 31*215/230, iconHeight = 31, iconAnchorX = 31*215/230/2, iconAnchorY = 16) my_map <- df %>% leaflet() %>% setView(lng = -117.98, lat = 33.75, zoom = 10) %>% addTiles() %>% addMarkers(lat= 33.7508, lng=-117.9897, po...
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San Diego Census
Total population by counties ## Getting data from the 2014-2018 5-year ACS NAME estimate Los Angeles 10098052 San Diego 3302833 Orange 3164182 Riverside 2383286 San Bernardino 2135413 Santa Clara 1922200 Alameda 1643700 Sacramento 1510023 Contra Costa 1133247 Fresno 978130 Kern 883053 San Francisco...
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House Price Index _ California
U.S. Federal Housing Finance Agency, All-Transactions House Price Index for Orange County, CA [ATNHPIUS06059A], retrieved from FRED, Federal Reserve Bank of St. Louis; https://fred.stlouisfed.org/series/ATNHPIUS06059A, December 31, 2019. Source: U.S. Federal Housing Finance Agency Release: House Price Index Units: Index 2000=100, Not Seasonally ...
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Earthquake Activities in California _ for November 2019
Datasource : https://earthquake.usgs.gov/earthquakes/feed/v1.0/csv.php Califoria only magtitute classification : Low, Middle, Moderate, High # Load and Explore Dataset url <- "http://earthquake.usgs.gov/earthquakes/feed/v1.0/summary/all_month.csv" library(data.table) ## ## Attaching package: 'data.table' ## The following objects are masked f...
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Opioid Drug Overdose Crisis _ Riverside County, CA
Opioid Epidemic in Riverside County Drug abuse and its related problems are among society’s most pervasive health and social concerns. Causes of drug-induced deaths include dependent and non-dependent use of drugs (both legal and illegal use) and also poisoning from medically prescribed drugs. Addicted persons frequently engage in self-destru...
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Opioid Drug Overdose Crisis _ Orange County, CA
Opioid Epidemic in Orange County Drug abuse and its related problems are among society’s most pervasive health and social concerns. Causes of drug-induced deaths include dependent and non-dependent use of drugs (both legal and illegal use) and also poisoning from medically prescribed drugs. Addicted persons frequently engage in self-destructi...
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Unemployment in California during COVID19
Initial Claims (ICNSA) indicator <-fredr_series_observations(series_id = "ICNSA", observation_start = as.Date("2019-01-01")) # plotting data ggplot(indicator) + geom_rect(aes(xmin= dmy('01-01-2020'), xmax=dmy('15-09-2020'), ymin = -Inf, ymax = Inf), fill = "lightyellow", alpha = 0.02)+ geom_line(mapping = ...
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