Graph and download economic data for Unemployment Rate in Philadelphia County/City, PA (PAPHIL5URN) from Jan 1990 to May 2025 about Philadelphia County/City, PA; Philadelphia; PA; unemployment; rate; and USA.

Graph and download economic data for Unemployment Rate in Pennsylvania (PAUR) from Jan 1976 to Apr 2025 about PA, unemployment, rate, and USA.

In 2023, the unemployment rate in Pennsylvania was at 3.4 percent. This is a decrease from the previous year, when the unemployment rate was at 4.1 percent, and is down from 8.9 percent in 2020, which is the highest unemployment rate recorded since 1992.

Graph and download economic data for Unemployment Rate in Montgomery County, PA (PAMONT5URN) from Jan 1990 to Apr 2025 about Montgomery County, PA; Philadelphia; PA; unemployment; rate; and USA.

Unemployment Rate in Pennsylvania was 3.90% in March of 2025, according to the United States Federal Reserve. Historically, Unemployment Rate in Pennsylvania reached a record high of 15.90 in April of 2020 and a record low of 3.10 in April of 2023. Trading Economics provides the current actual value, an historical data chart and related indicators for Unemployment Rate in Pennsylvania - last updated from the United States Federal Reserve on July of 2025.

Graph and download economic data for Unemployment Rate in Bucks County, PA (PABUCK5URN) from Jan 1990 to Apr 2025 about Bucks County, PA; Philadelphia; PA; unemployment; rate; and USA.

Graph and download economic data for Unemployment Rate in Chester County, PA (PACHES5URN) from Jan 1990 to May 2025 about Chester County, PA; Philadelphia; PA; unemployment; rate; and USA.

FRBOP Forecast: Unemployment Rate: Median: sa: Plus 2 Qtrs data was reported at 3.800 % in Jun 2018. This records a decrease from the previous number of 3.900 % for Mar 2018. FRBOP Forecast: Unemployment Rate: Median: sa: Plus 2 Qtrs data is updated quarterly, averaging 5.900 % from Dec 1968 (Median) to Jun 2018, with 199 observations. The data reached an all-time high of 10.100 % in Dec 2009 and a record low of 3.800 % in Jun 2018. FRBOP Forecast: Unemployment Rate: Median: sa: Plus 2 Qtrs data remains active status in CEIC and is reported by Federal Reserve Bank of Philadelphia. The data is categorized under Global Database’s USA – Table US.G022: Current Population Survey: Unemployment Rate: Seasonally Adjusted: Forecast: Federal Reserve Bank of Philadelphia.

United States Unemployment Rate: Pennsylvania data was reported at 4.400 % in Jun 2018. This records an increase from the previous number of 3.700 % for May 2018. United States Unemployment Rate: Pennsylvania data is updated monthly, averaging 6.100 % from Jan 1976 (Median) to Jun 2018, with 510 observations. The data reached an all-time high of 13.600 % in Feb 1983 and a record low of 3.600 % in Apr 2000. United States Unemployment Rate: Pennsylvania data remains active status in CEIC and is reported by Bureau of Labor Statistics. The data is categorized under Global Database’s USA – Table US.G057: Unemployment Rate: By State.

FRBOP Forecast: Unemployment Rate: Mean: sa: Plus 4 Qtrs data was reported at 3.694 % in Mar 2019. This records an increase from the previous number of 3.632 % for Dec 2018. FRBOP Forecast: Unemployment Rate: Mean: sa: Plus 4 Qtrs data is updated quarterly, averaging 5.758 % from Dec 1968 (Median) to Mar 2019, with 197 observations. The data reached an all-time high of 9.859 % in Mar 1983 and a record low of 3.632 % in Dec 2018. FRBOP Forecast: Unemployment Rate: Mean: sa: Plus 4 Qtrs data remains active status in CEIC and is reported by Federal Reserve Bank of Philadelphia. The data is categorized under Global Database’s United States – Table US.G025: Current Population Survey: Unemployment Rate: Seasonally Adjusted: Forecast: Federal Reserve Bank of Philadelphia.

United States FRBOP Forecast: Unemployment Rate: Mean: sa data was reported at 3.836 % in Mar 2019. This records an increase from the previous number of 3.710 % for Dec 2018. United States FRBOP Forecast: Unemployment Rate: Mean: sa data is updated quarterly, averaging 5.883 % from Dec 1968 (Median) to Mar 2019, with 202 observations. The data reached an all-time high of 10.589 % in Mar 1983 and a record low of 3.461 % in Jun 1969. United States FRBOP Forecast: Unemployment Rate: Mean: sa data remains active status in CEIC and is reported by Federal Reserve Bank of Philadelphia. The data is categorized under Global Database’s United States – Table US.G025: Current Population Survey: Unemployment Rate: Seasonally Adjusted: Forecast: Federal Reserve Bank of Philadelphia.

Graph and download economic data for Insured Unemployment Rate in Pennsylvania (PAINSUREDUR) from 1986-02-08 to 2025-06-28 about insurance, PA, unemployment, rate, and USA.

Graph and download economic data for Unemployment Rate in Philadelphia-Camden-Wilmington, PA-NJ-DE-MD (MSA) (PHIL942UR) from Jan 1990 to May 2025 about DE, Philadelphia, NJ, MD, PA, unemployment, rate, and USA.

United States Unemployment Insurance: Unemployment Rate: Pennsylvania data was reported at 11.550 % in 01 Aug 2020. This records an increase from the previous number of 10.860 % for 25 Jul 2020. United States Unemployment Insurance: Unemployment Rate: Pennsylvania data is updated weekly, averaging 3.100 % from Dec 1986 (Median) to 01 Aug 2020, with 1754 observations. The data reached an all-time high of 21.210 % in 25 Apr 2020 and a record low of 0.370 % in 20 Feb 1988. United States Unemployment Insurance: Unemployment Rate: Pennsylvania data remains active status in CEIC and is reported by US Department of Labor. The data is categorized under Global Database’s United States – Table US.G072: Unemployment Insurance: Jobless Claims: by State.

United States FRBOP Forecast: Ann Natural Rate of Unemployment: Median data was reported at 4.500 % in 2017. This records a decrease from the previous number of 4.800 % for 2016. United States FRBOP Forecast: Ann Natural Rate of Unemployment: Median data is updated yearly, averaging 5.000 % from Dec 1996 (Median) to 2017, with 22 observations. The data reached an all-time high of 6.000 % in 2013 and a record low of 4.500 % in 2017. United States FRBOP Forecast: Ann Natural Rate of Unemployment: Median data remains active status in CEIC and is reported by Federal Reserve Bank of Philadelphia. The data is categorized under Global Database’s USA – Table US.G022: Current Population Survey: Unemployment Rate: Seasonally Adjusted: Forecast: Federal Reserve Bank of Philadelphia.

United States FRBOP Forecast: Annual Unemp Rate: Mean: sa: Current data was reported at 3.932 % in Jun 2018. This records a decrease from the previous number of 3.944 % for Mar 2018. United States FRBOP Forecast: Annual Unemp Rate: Mean: sa: Current data is updated quarterly, averaging 5.778 % from Sep 1981 (Median) to Jun 2018, with 148 observations. The data reached an all-time high of 10.281 % in Mar 1983 and a record low of 3.932 % in Jun 2018. United States FRBOP Forecast: Annual Unemp Rate: Mean: sa: Current data remains active status in CEIC and is reported by Federal Reserve Bank of Philadelphia. The data is categorized under Global Database’s USA – Table US.G022: Current Population Survey: Unemployment Rate: Seasonally Adjusted: Forecast: Federal Reserve Bank of Philadelphia.

Graph and download economic data for Unemployment Rate in Delaware County, PA (PADELA0URN) from Jan 1990 to May 2025 about Delaware County, PA; Philadelphia; PA; unemployment; rate; and USA.

United States FRBOP Forecast: Ann Unemp Rate: Median: sa: Current Plus 2 Yrs data was reported at 3.900 % in Jun 2018. This records a decrease from the previous number of 3.940 % for Mar 2018. United States FRBOP Forecast: Ann Unemp Rate: Median: sa: Current Plus 2 Yrs data is updated quarterly, averaging 6.420 % from Jun 2009 (Median) to Jun 2018, with 37 observations. The data reached an all-time high of 9.208 % in Dec 2009 and a record low of 3.900 % in Jun 2018. United States FRBOP Forecast: Ann Unemp Rate: Median: sa: Current Plus 2 Yrs data remains active status in CEIC and is reported by Federal Reserve Bank of Philadelphia. The data is categorized under Global Database’s USA – Table US.G022: Current Population Survey: Unemployment Rate: Seasonally Adjusted: Forecast: Federal Reserve Bank of Philadelphia.

United States Unemployment Insurance: Continued Claims: Pennsylvania data was reported at 596.617 Person th in 08 Aug 2020. This records a decrease from the previous number of 673.093 Person th for 01 Aug 2020. United States Unemployment Insurance: Continued Claims: Pennsylvania data is updated weekly, averaging 160.880 Person th from Dec 1986 (Median) to 08 Aug 2020, with 1755 observations. The data reached an all-time high of 1,233.299 Person th in 25 Apr 2020 and a record low of 16.863 Person th in 20 Feb 1988. United States Unemployment Insurance: Continued Claims: Pennsylvania data remains active status in CEIC and is reported by US Department of Labor. The data is categorized under Global Database’s United States – Table US.G072: Unemployment Insurance: Jobless Claims: by State.

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

Pennsylvania Power & Light Co. (PPL) Analysts Predict Steady Growth Amidst Energy Transition.

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data