uni_dataset.txt

uni_dataset.txt

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+Index	University name	Overall score	Entry standards	Student satisfaction	Research quality	Research intensity	Graduate prospects
+1	Bath Spa University	84%	37%	80%	67%	29%	0%
+2	University of Chichester	80%	42%	75%	0%	0%	0%
+3	Canterbury Christ Church University	76%	40%	70%	0%	0%	49%
+4	Buckinghamshire New University	78%	39%	82%	0%	0%	52%
+5	Middlesex University	82%	48%	80%	57%	75%	54%
+6	City, University of London	83%	51%	77%	69%	63%	59%
+7	Goldsmiths, University of London	85%	54%	77%	70%	100%	61%
+8	University of Bedfordshire	81%	42%	77%	58%	57%	61%
+9	University of Bolton	81%	48%	85%	0%	0%	63%
+10	University of the West of Scotland	83%	51%	80%	54%	23%	63%
+11	University of Brighton	82%	46%	75%	63%	30%	63%
+12	London Metropolitan University	79%	33%	78%	41%	11%	64%
+13	University of Suffolk	78%	43%	69%	0%	0%	64%
+14	Glyndwr University, Wrexham	82%	39%	82%	51%	38%	65%
+15	University of Greenwich	83%	52%	78%	55%	38%	66%
+16	University of Northampton	80%	44%	77%	0%	0%	66%
+17	Northumbria University, Newcastle	84%	61%	76%	59%	22%	66%
+18	University of Gloucestershire	81%	46%	78%	0%	0%	68%
+19	Glasgow Caledonian University	84%	59%	75%	58%	24%	68%
+20	Birmingham City University	84%	55%	80%	51%	30%	69%
+21	Leeds Beckett University	82%	47%	80%	38%	17%	69%
+22	Anglia Ruskin University	80%	42%	78%	0%	0%	69%
+23	Kingston University	84%	44%	86%	65%	22%	70%
+24	University of South Wales	84%	52%	81%	55%	31%	70%
+25	University of Chester	84%	47%	88%	33%	80%	71%
+26	University of Central Lancashire	81%	51%	76%	0%	0%	71%
+27	University of Bradford	84%	53%	75%	67%	28%	71%
+28	University of East London	84%	44%	86%	53%	15%	73%
+29	Edge Hill University	84%	58%	83%	32%	38%	73%
+30	University of Worcester	82%	44%	83%	0%	0%	73%
+31	Ulster University	85%	53%	76%	67%	60%	73%
+32	University of Westminster, London	83%	48%	76%	51%	33%	73%
+33	Solent University (Southampton)	82%	53%	76%	0%	0%	73%
+34	University of Sunderland	82%	47%	75%	43%	38%	73%
+35	Keele University	86%	52%	81%	60%	63%	74%
+36	University of the Highlands and Isl...	82%	0%	80%	0%	0%	74%
+37	Manchester Metropolitan University	85%	54%	80%	61%	25%	74%
+38	Liverpool John Moores University	86%	65%	76%	60%	20%	74%
+39	University of Salford	86%	55%	79%	58%	100%	75%
+40	Bournemouth University	85%	51%	79%	58%	69%	75%
+41	York St John University	81%	42%	77%	0%	0%	75%
+42	Sheffield Hallam University	86%	50%	82%	68%	38%	76%
+43	Edinburgh Napier University	86%	57%	78%	63%	25%	77%
+44	University of Aberdeen	91%	77%	78%	74%	95%	77%
+45	Teesside University, Middlesbrough	86%	51%	82%	62%	20%	78%
+46	Abertay University	87%	64%	80%	52%	36%	78%
+47	Robert Gordon University	86%	57%	79%	51%	46%	78%
+48	University of Wales Trinity Saint D...	87%	53%	84%	44%	100%	79%
+49	University of Hertfordshire	84%	44%	76%	61%	38%	79%
+50	Aston University, Birmingham	87%	54%	79%	69%	70%	80%
+51	University of Wolverhampton	81%	38%	75%	0%	0%	80%
+52	University of Dundee	90%	67%	82%	78%	62%	81%
+53	Bangor University	86%	48%	80%	58%	91%	81%
+54	University of Reading	86%	53%	73%	69%	54%	81%
+55	Cardiff Metropolitan University	84%	50%	80%	0%	0%	82%
+56	University of Lincoln	86%	53%	78%	54%	66%	82%
+57	Heriot-Watt University	90%	69%	77%	74%	96%	82%
+58	Queen Mary University of London	90%	70%	73%	82%	66%	82%
+59	University of West London	86%	51%	89%	38%	45%	83%
+60	Bristol, University of the West of ...	87%	54%	83%	69%	19%	83%
+61	University of Strathclyde	91%	78%	81%	64%	88%	83%
+62	Brunel University London	89%	57%	80%	69%	76%	83%
+63	Nottingham Trent University	86%	56%	76%	54%	34%	83%
+64	Coventry University	87%	55%	79%	61%	20%	84%
+65	University of Derby	85%	47%	79%	48%	48%	84%
+66	University of Plymouth	87%	52%	76%	74%	59%	84%
+67	University of Hull	88%	56%	76%	68%	67%	84%
+68	University of Huddersfield	87%	56%	80%	59%	39%	86%
+69	De Montfort University	87%	46%	79%	66%	54%	86%
+70	University of Essex	88%	48%	77%	72%	89%	86%
+71	University of Manchester	95%	88%	81%	86%	80%	87%
+72	Newcastle University	91%	62%	81%	83%	83%	87%
+73	University of Portsmouth	87%	47%	81%	70%	22%	87%
+74	University of Liverpool	90%	61%	79%	83%	73%	87%
+75	Oxford Brookes University	86%	49%	73%	64%	39%	87%
+76	Staffordshire University	87%	52%	85%	44%	16%	88%
+77	University of Leicester	90%	58%	80%	69%	95%	88%
+78	University of East Anglia UEA	89%	55%	79%	77%	79%	88%
+79	Queen's University Belfast	90%	63%	75%	71%	92%	88%
+80	University of Stirling	87%	57%	71%	65%	63%	88%
+81	University of Nottingham	93%	72%	81%	81%	84%	89%
+82	University of Edinburgh	93%	81%	76%	80%	99%	89%
+83	University College London	92%	71%	74%	89%	86%	89%
+84	University of Bristol	92%	79%	73%	79%	99%	89%
+85	University of Sheffield	92%	64%	81%	85%	82%	90%
+86	University of Surrey	90%	63%	79%	67%	92%	90%
+87	King's College London, University o...	93%	76%	77%	80%	94%	90%
+88	London South Bank University	84%	43%	75%	46%	29%	90%
+89	University of St Andrews	96%	92%	87%	75%	83%	91%
+90	Cardiff University	91%	65%	80%	76%	57%	91%
+91	University of Glasgow	94%	83%	77%	80%	97%	91%
+92	University of Sussex	90%	60%	76%	73%	58%	91%
+110	University of Oxford	100%	100%	0%	84%	84%	91%
+93	Imperial College London	96%	86%	81%	88%	93%	92%
+94	University of York	92%	65%	79%	84%	79%	92%
+95	University of Kent	90%	59%	74%	74%	97%	92%
+96	Loughborough University	92%	62%	86%	63%	91%	93%
+97	Swansea University	92%	57%	83%	79%	89%	93%
+98	Royal Holloway, University of Londo...	91%	57%	81%	77%	74%	93%
+99	University of Birmingham	93%	71%	79%	78%	97%	93%
+100	University of Southampton	93%	75%	79%	80%	87%	93%
+101	Aberystwyth University	92%	54%	87%	73%	99%	95%
+102	Durham University	95%	86%	77%	76%	95%	95%
+103	Lancaster University	92%	64%	77%	82%	83%	95%
+104	University of Warwick	93%	77%	71%	88%	79%	95%
+109	University of Cambridge	100%	95%	0%	84%	93%	96%
+105	University of Bath	94%	73%	84%	73%	96%	97%
+106	University of Exeter	93%	63%	82%	74%	100%	97%
+107	Liverpool Hope University	90%	51%	84%	53%	88%	98%
+108	University of Leeds	93%	71%	77%	79%	83%	100%