Data Analysis and Insights
Overall Trend in Full-time Employment
Full-time employees in the U.S. experienced a fluctuation over the provided period, with the number peaking at 
135.86 million in 
June 2023 and the lowest point recorded at 
129.75 million in 
January 2022. This indicates a significant increase in 
employment levels over the observed timeframe.
Yearly Comparison of Employment Numbers
January 2024 saw a slight increase in the number of full-time 
employees, reaching 
131.55 million, compared to 
131.18 million in 
January 2023. This growth reflects a year-over-year improvement in employment figures.
Monthly Employment Changes
The largest monthly decrease in the number of 
full-time employees occurred between 
November 2023 and December 2023, with a reduction of 
2.04 million. This significant drop underscores the volatility in employment within short periods.
Employment Trends in 2023
Throughout 2023, 
full-time employment saw its highest number in 
June at 
135.86 million and its lowest in 
March at 
133.45 million. This variation highlights the dynamic nature of the job market within a single year.
Long-term Employment Growth
Comparing the beginning and end points of the dataset, full-time employment grew from 
129.75 million in January 2022 to 
131.55 million in January 2024. This 
growth of 1.8 million full-time employees over two years showcases the overall positive trend in employment.
Quarterly Peaks and Troughs
The highest quarterly employment figure was observed in the third quarter of 2023, with a peak at 
135.86 million in June. Conversely, the lowest quarterly figure was in the first quarter of 2022, with 
130.71 million in February, indicating seasonal influences on employment levels.
Impact of Seasonal Changes
Seasonal trends show a consistent increase in full-time employment numbers during the summer months, with the highest numbers typically reported in June or July each year. This suggests that employment may be influenced by seasonal 
job creation.