2) Please use the data below to answer the questions below. Please note the data is attached here as well. UR LPR EPR data.xlsxDownload UR LPR EPR data.xlsx

• What was unemployment rate for all Females in 2021?
• What was the Employment - Population Ratio for all Males in 2021?
• What was the overall Labor Participation Rate for 2021?
• What demographic experienced the largest decline in Labor Participation Rates from 2017-2021?
• What demographic experienced the most improved unemployment rate from 2017-2021?

Category	2017	2018	2019	2020	2021
Female
No High School
Working Age Population	32,972	33,137	33,303	33,469	33,636
Employed	22,385	22,699	23,129	23,596	24,081
Unemployed	1,685	1,656	1,581	1,506	1,348
Discouraged	824	729	699	686	673
High School
Working Age Population	112,105	112,666	113,229	113,795	114,364
Employed	72,711	73,761	75,194	76,432	77,627
Unemployed	4,641	4,542	4,292	4,363	4,258
Discouraged	2,803	2,479	2,378	2,333	2,287
Bachelor Or Higher
Working Age Population	67,263	67,599	67,937	68,277	68,618
Employed	47,383	47,588	47,629	47,636	47,889
Unemployed	1,719	1,624	1,625	1,524	1,380
Discouraged	336	447	489	550	560
All Female
Working Age Population	212,340	213,402	214,469	215,541	216,618
Employed	142,479	144,048	145,952	147,664	149,597
Unemployed	8,045	7,822	7,498	7,393	6,986
Discouraged	3,963	3,655	3,566	3,569	3,520
Male
No High School
Working Age Population	38,577	38,770	38,964	39,159	39,355
Employed	24,994	25,352	25,842	26,374	26,870
Unemployed	2,203	2,175	2,095	2,016	1,899
Discouraged	1,466	1,396	1,325	1,292	1,220
High School
Working Age Population	125,558	126,185	126,816	127,450	128,088
Employed	75,230	75,204	75,340	74,889	74,738
Unemployed	8,266	8,078	7,725	7,316	6,854
Discouraged	6,278	6,491	6,709	7,568	8,182
Bachelor Or Higher
Working Age Population	58,519	58,811	59,105	59,401	59,698
Employed	43,956	44,402	44,992	45,540	45,883
Unemployed	1,689	1,706	1,584	1,505	1,517
Discouraged	293	282	281	267	257

All Male
Working Age Population	222,654	223,766	224,885	226,010	227,141
Employed	144,180	144,958	146,174	146,803	147,491
Unemployed	12,158	11,959	11,404	10,837	10,270
Discouraged	8,037	8,169	8,315	9,127	9,659