Various predictive modelings
Source: U.S. Federal Housing Finance Agency Release: House Price Index Units: Index 2000=100, Not Seasonally Adjusted Frequency: Annual As stated by the source, these annual county indexes should be considered developmental. As with the standard FHFA HPIs, revisions to these indexes may reflect the impact of new data or technical adjustments. Indexes are calibrated using appraisal values and sales prices for mortgages bought or guaranteed by Fannie Mae and Freddie Mac. As discussed in the Working Paper 16-01, in cases where sample sizes are small for the county area, an index is either not reported if recording has not started or a missing value is reported with a period (.). Index values always reflect the native county index, i.e. they are not made with data from another area or year. For tracking and feedback purposes, please cite Working Paper 16-01 when using these data. A suggested form is: Bogin, A., Doerner, W. and Larson, W. (2016). Local House Price Dynamics: New Indices and Stylized Facts. Federal Housing Finance Agency, Working Paper 16-01. The working paper is accessible at http://www.fhfa.gov/papers/wp1601.aspx. Suggested Citation: U.S. Federal Housing Finance Agency, All-Transactions House Price Index for Riverside County, CA [ATNHPIUS06065A], retrieved from FRED, Federal Reserve Bank of St. Louis; https://fred.stlouisfed.org/series/ATNHPIUS06065A, December 31, 2019.
Datasource : https://earthquake.usgs.gov/earthquakes/feed/v1.0/csv.php California _ November 2019 Magnitude classification : Low, Middle, Moderate, High
#Opioid # California # Riverside
By fine tuning regression algorithms, highest accuracy rate of outcome prediction in obtained. Joe Long, October 2019
Data source CDC
using earthquake activity data from the government website: "http://earthquake.usgs.gov/earthquakes/feed/v1.0/summary/all_month.csv" I predict most activities in the September 2019 will be within the magnitude range from 2.5 to 4
#data source : https://data.chhs.ca.gov/dataset/number-of-cancer-surgeries-volume-performed-in-california-hospitals The dataset contains the number (volume) for 11 types of cancer (bladder, breast, brain, colon, esophagus, liver, lung, pancreas, prostate, rectum, and stomach) surgeries performed in California hospitals in 2013-2015. Data are reported for January – September 2015 due to coding changes from ICD-9-CM to ICD-10-CM/PCS for procedures, which began 10/1/2015. Comparisons across years should be made with caution since previous years’ results are based on 12 months of data, while this analysis is based on 9 months of data. The 2015 data may differ from previous years due to the coding change. For all types of cancer surgeries, except breast cancer, the dataset contains surgeries performed in the inpatient hospital setting. For breast cancer surgeries, this dataset includes procedures performed in inpatient and outpatient settings.