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Top Universities Scraper

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Top Universities Scraper

Top Universities Scraper

karamelo/top-universities-scraper
Try for free

Pay $0.10 for 1,000 results

πŸŽ“ Scrape TopUniversities.com and get the latest global or worldwide & country-specific university rankings! 🌎 Filter by year & sort results to discover top institutions worldwide. πŸ“Š Perfect for higher education research & analysis.

TopUniversities Scraper πŸŽ“

TL;DR

Search for the best universities in the world or in a country. To start click the "input" tab then click "start" in the bottom page. By default settings, you will get the years 2025 rankings of the 100 first universities in the world. You can then export the results in your prefered file format.

Scrape the QS TopUniversities.com World University Rankings and gain insights into the global higher education landscape. 🌍

This Apify actor scrapes university ranking data from TopUniversities.com, allowing you to analyze and compare universities globally, regionally, and by country. Based on the renowned QS World University Rankings, this scraper provides flexible filtering options to access valuable information about thousands of institutions.

Features:

  • Comprehensive Ranking Data: Scrape university rankings across various years (2021-2025) including university name, rank, country, region, and potentially more detailed information like employability scores and sustainability initiatives (future development). πŸ“Š
  • Global, Regional, and Country-Specific Rankings: Filter universities based on your needs. Retrieve the global top universities list πŸ† or narrow down your search to specific countries or regions (e.g., Europe, Asia). 🌎
  • Flexible Sorting: Sort the rankings in ascending or descending order based on the chosen year. ⬆️⬇️
  • Data Export Options (Future Development): Export the scraped data in various formats like JSON, CSV, Excel, XML and more for further analysis and integration. πŸ’Ύ

About TopUniversities.com:

TopUniversities.com, powered by QS Quacquarelli Symonds, provides the world's most-consulted university rankings. They evaluate over 1,500 universities across 104 locations based on a range of factors, including academic reputation, employer reputation, faculty/student ratio, citations per faculty, and international student ratio. Their rankings also emphasize employability and sustainability, reflecting the evolving priorities of the higher education sector.

Input Parameters:

The input for this scraper is a JSON object with the following fields:

FieldTypeDescription
yearStringSelect the year of the rankings (2021-2025). πŸ“…
orderStringSpecify the sorting order: "ascending" or "descending" (default: "ascending"). ⬆️⬇️
countryStringSelect the country name (e.g., "United States"). πŸ‡ΊπŸ‡Έ 🌍
maxItemsString (optional)Specify the maximum results you need.

Input Example:

1{
2  "year": "2025",
3  "order": "ascending",
4  "maxItems": 10
5  "country": "Canada" πŸ‡¨πŸ‡¦
6}

Output Example:

This example show the rankings of the first 10 universities in Canada in 2025. Rankings are from june to next june which encompass the student's academic year of study.

1[
2{
3"score_nid": "3995644",
4"nid": "297242",
5"advanced_profile": 0,
6"core_id": "619",
7"title": "University of Toronto",
8"path": "/universities/university-toronto",
9"region": "North America",
10"country": "Canada",
11"city": "Toronto",
12"logo": "https://www.topuniversities.com/sites/default/files/university-of-toronto_619_small.jpg",
13"overall_score": "84.1",
14"rank_display": "25",
15"rank": "25",
16"stars": "",
17"dagger": false,
18"redact": false,
19"isShortlisted": 0,
20"scores": {
21"Research & Discovery": [
22{
23"indicator_id": "76",
24"indicator_name": "Academic Reputation",
25"rank": "11",
26"score": "99.7"
27},
28{
29"indicator_id": "73",
30"indicator_name": "Citations per Faculty",
31"rank": "257",
32"score": "50.8"
33}
34],
35"Learning Experience": [
36{
37"indicator_id": "36",
38"indicator_name": "Faculty Student Ratio",
39"rank": "344",
40"score": "44.9"
41}
42],
43"Employability": [
44{
45"indicator_id": "77",
46"indicator_name": "Employer Reputation",
47"rank": "27",
48"score": "96.9"
49},
50{
51"indicator_id": "3819456",
52"indicator_name": "Employment Outcomes",
53"rank": "19",
54"score": "98.7"
55}
56],
57"Global Engagement": [
58{
59"indicator_id": "14",
60"indicator_name": "International Student Ratio",
61"rank": "90",
62"score": "96.1"
63},
64{
65"indicator_id": "15",
66"indicator_name": "International Research Network",
67"rank": "29",
68"score": "97.7"
69},
70{
71"indicator_id": "18",
72"indicator_name": "International Faculty Ratio",
73"rank": "132",
74"score": "96.9"
75}
76],
77"Sustainability": [
78{
79"indicator_id": "3897497",
80"indicator_name": "Sustainability",
81"rank": "1",
82"score": "100"
83}
84]
85}
86},
87{
88"score_nid": "3995667",
89"nid": "294864",
90"advanced_profile": 1,
91"core_id": "396",
92"title": "McGill University",
93"path": "/universities/mcgill-university",
94"region": "North America",
95"country": "Canada",
96"city": "Montreal",
97"logo": "https://www.topuniversities.com/sites/default/files/mcgill-university_592560cf2aeae70239af4c10_small.jpg",
98"overall_score": "83",
99"rank_display": "29",
100"rank": "29",
101"stars": "",
102"dagger": false,
103"redact": false,
104"isShortlisted": 0,
105"scores": {
106"Research & Discovery": [
107{
108"indicator_id": "76",
109"indicator_name": "Academic Reputation",
110"rank": "34",
111"score": "94.3"
112},
113{
114"indicator_id": "73",
115"indicator_name": "Citations per Faculty",
116"rank": "212",
117"score": "57.9"
118}
119],
120"Learning Experience": [
121{
122"indicator_id": "36",
123"indicator_name": "Faculty Student Ratio",
124"rank": "224",
125"score": "62.3"
126}
127],
128"Employability": [
129{
130"indicator_id": "77",
131"indicator_name": "Employer Reputation",
132"rank": "56",
133"score": "87.6"
134},
135{
136"indicator_id": "3819456",
137"indicator_name": "Employment Outcomes",
138"rank": "24",
139"score": "98.3"
140}
141],
142"Global Engagement": [
143{
144"indicator_id": "14",
145"indicator_name": "International Student Ratio",
146"rank": "124",
147"score": "89.6"
148},
149{
150"indicator_id": "15",
151"indicator_name": "International Research Network",
152"rank": "94",
153"score": "94.2"
154},
155{
156"indicator_id": "18",
157"indicator_name": "International Faculty Ratio",
158"rank": "225",
159"score": "83.7"
160}
161],
162"Sustainability": [
163{
164"indicator_id": "3897497",
165"indicator_name": "Sustainability",
166"rank": "13",
167"score": "99.1"
168}
169]
170}
171},
172{
173"score_nid": "3995656",
174"nid": "294586",
175"advanced_profile": 0,
176"core_id": "70",
177"title": "University of British Columbia",
178"path": "/universities/university-british-columbia",
179"region": "North America",
180"country": "Canada",
181"city": "Vancouver",
182"logo": "https://www.topuniversities.com/sites/default/files/university-of-british-columbia_70_small.jpg",
183"overall_score": "81",
184"rank_display": "38",
185"rank": "38",
186"stars": "",
187"dagger": false,
188"redact": false,
189"isShortlisted": 0,
190"scores": {
191"Research & Discovery": [
192{
193"indicator_id": "76",
194"indicator_name": "Academic Reputation",
195"rank": "23",
196"score": "98.3"
197},
198{
199"indicator_id": "73",
200"indicator_name": "Citations per Faculty",
201"rank": "214",
202"score": "57.7"
203}
204],
205"Learning Experience": [
206{
207"indicator_id": "36",
208"indicator_name": "Faculty Student Ratio",
209"rank": "459",
210"score": "34.5"
211}
212],
213"Employability": [
214{
215"indicator_id": "77",
216"indicator_name": "Employer Reputation",
217"rank": "36",
218"score": "94.3"
219},
220{
221"indicator_id": "3819456",
222"indicator_name": "Employment Outcomes",
223"rank": "141",
224"score": "74.6"
225}
226],
227"Global Engagement": [
228{
229"indicator_id": "14",
230"indicator_name": "International Student Ratio",
231"rank": "200",
232"score": "72.8"
233},
234{
235"indicator_id": "15",
236"indicator_name": "International Research Network",
237"rank": "53",
238"score": "96.2"
239},
240{
241"indicator_id": "18",
242"indicator_name": "International Faculty Ratio",
243"rank": "142",
244"score": "95.5"
245}
246],
247"Sustainability": [
248{
249"indicator_id": "3897497",
250"indicator_name": "Sustainability",
251"rank": "4",
252"score": "99.8"
253}
254]
255}
256},
257{
258"score_nid": "3995769",
259"nid": "294639",
260"advanced_profile": 1,
261"core_id": "15",
262"title": "University of Alberta",
263"path": "/universities/university-alberta",
264"region": "North America",
265"country": "Canada",
266"city": "Edmonton,",
267"logo": "https://www.topuniversities.com/sites/default/files/240306052437pm316638378168-RankingLogo-QS-200x200px-48x48.jpg",
268"overall_score": "61.2",
269"rank_display": "96",
270"rank": "96",
271"stars": "",
272"dagger": false,
273"redact": false,
274"isShortlisted": 0,
275"scores": {
276"Research & Discovery": [
277{
278"indicator_id": "76",
279"indicator_name": "Academic Reputation",
280"rank": "136",
281"score": "57"
282},
283{
284"indicator_id": "73",
285"indicator_name": "Citations per Faculty",
286"rank": "194",
287"score": "61.3"
288}
289],
290"Learning Experience": [
291{
292"indicator_id": "36",
293"indicator_name": "Faculty Student Ratio",
294"rank": "400",
295"score": "39.1"
296}
297],
298"Employability": [
299{
300"indicator_id": "77",
301"indicator_name": "Employer Reputation",
302"rank": "222",
303"score": "42.2"
304},
305{
306"indicator_id": "3819456",
307"indicator_name": "Employment Outcomes",
308"rank": "159",
309"score": "70"
310}
311],
312"Global Engagement": [
313{
314"indicator_id": "14",
315"indicator_name": "International Student Ratio",
316"rank": "207",
317"score": "71"
318},
319{
320"indicator_id": "15",
321"indicator_name": "International Research Network",
322"rank": "55",
323"score": "96"
324},
325{
326"indicator_id": "18",
327"indicator_name": "International Faculty Ratio",
328"rank": "116",
329"score": "98.3"
330}
331],
332"Sustainability": [
333{
334"indicator_id": "3897497",
335"indicator_name": "Sustainability",
336"rank": "28",
337"score": "97.6"
338}
339]
340}
341},
342{
343"score_nid": "3995844",
344"nid": "297191",
345"advanced_profile": 0,
346"core_id": "670",
347"title": "University of Waterloo",
348"path": "/universities/university-waterloo",
349"region": "North America",
350"country": "Canada",
351"city": "Waterloo",
352"logo": "https://www.topuniversities.com/sites/default/files/university-of-waterloo_670_small.jpg",
353"overall_score": "57.2",
354"rank_display": "115",
355"rank": "115",
356"stars": "",
357"dagger": false,
358"redact": false,
359"isShortlisted": 0,
360"scores": {
361"Research & Discovery": [
362{
363"indicator_id": "76",
364"indicator_name": "Academic Reputation",
365"rank": "211",
366"score": "40.4"
367},
368{
369"indicator_id": "73",
370"indicator_name": "Citations per Faculty",
371"rank": "118",
372"score": "78.9"
373}
374],
375"Learning Experience": [
376{
377"indicator_id": "36",
378"indicator_name": "Faculty Student Ratio",
379"rank": "701+",
380"score": "6.5"
381}
382],
383"Employability": [
384{
385"indicator_id": "77",
386"indicator_name": "Employer Reputation",
387"rank": "124",
388"score": "64.2"
389},
390{
391"indicator_id": "3819456",
392"indicator_name": "Employment Outcomes",
393"rank": "209",
394"score": "58.9"
395}
396],
397"Global Engagement": [
398{
399"indicator_id": "14",
400"indicator_name": "International Student Ratio",
401"rank": "206",
402"score": "71.3"
403},
404{
405"indicator_id": "15",
406"indicator_name": "International Research Network",
407"rank": "256",
408"score": "84.6"
409},
410{
411"indicator_id": "18",
412"indicator_name": "International Faculty Ratio",
413"rank": "257",
414"score": "75.8"
415}
416],
417"Sustainability": [
418{
419"indicator_id": "3897497",
420"indicator_name": "Sustainability",
421"rank": "=68",
422"score": "93.3"
423}
424]
425}
426},
427{
428"score_nid": "3995903",
429"nid": "297187",
430"advanced_profile": 0,
431"core_id": "674",
432"title": "Western University",
433"path": "/universities/western-university",
434"region": "North America",
435"country": "Canada",
436"city": "London",
437"logo": "https://www.topuniversities.com/sites/default/files/the-university-of-western-ontario_674_small.jpg",
438"overall_score": "55.8",
439"rank_display": "=120",
440"rank": "121",
441"stars": "6",
442"dagger": false,
443"redact": false,
444"isShortlisted": 0,
445"scores": {
446"Research & Discovery": [
447{
448"indicator_id": "76",
449"indicator_name": "Academic Reputation",
450"rank": "270",
451"score": "32.6"
452},
453{
454"indicator_id": "73",
455"indicator_name": "Citations per Faculty",
456"rank": "60",
457"score": "93.4"
458}
459],
460"Learning Experience": [
461{
462"indicator_id": "36",
463"indicator_name": "Faculty Student Ratio",
464"rank": "701+",
465"score": "3.3"
466}
467],
468"Employability": [
469{
470"indicator_id": "77",
471"indicator_name": "Employer Reputation",
472"rank": "243",
473"score": "38.9"
474},
475{
476"indicator_id": "3819456",
477"indicator_name": "Employment Outcomes",
478"rank": "38",
479"score": "96.7"
480}
481],
482"Global Engagement": [
483{
484"indicator_id": "14",
485"indicator_name": "International Student Ratio",
486"rank": "299",
487"score": "49.5"
488},
489{
490"indicator_id": "15",
491"indicator_name": "International Research Network",
492"rank": "296",
493"score": "81.5"
494},
495{
496"indicator_id": "18",
497"indicator_name": "International Faculty Ratio",
498"rank": "94",
499"score": "99.8"
500}
501],
502"Sustainability": [
503{
504"indicator_id": "3897497",
505"indicator_name": "Sustainability",
506"rank": "10",
507"score": "99.3"
508}
509]
510}
511},
512{
513"score_nid": "3995773",
514"nid": "294843",
515"advanced_profile": 1,
516"core_id": "417",
517"title": "UniversitΓ© de MontrΓ©al ",
518"path": "/universities/universite-de-montreal",
519"region": "North America",
520"country": "Canada",
521"city": "Montreal",
522"logo": "https://www.topuniversities.com/sites/default/files/universit-de-montral_417_small.jpg",
523"overall_score": "51.3",
524"rank_display": "=159",
525"rank": "160",
526"stars": "",
527"dagger": false,
528"redact": false,
529"isShortlisted": 0,
530"scores": {
531"Research & Discovery": [
532{
533"indicator_id": "76",
534"indicator_name": "Academic Reputation",
535"rank": "140",
536"score": "55.5"
537},
538{
539"indicator_id": "73",
540"indicator_name": "Citations per Faculty",
541"rank": "566",
542"score": "19.3"
543}
544],
545"Learning Experience": [
546{
547"indicator_id": "36",
548"indicator_name": "Faculty Student Ratio",
549"rank": "160",
550"score": "76"
551}
552],
553"Employability": [
554{
555"indicator_id": "77",
556"indicator_name": "Employer Reputation",
557"rank": "289",
558"score": "32.8"
559},
560{
561"indicator_id": "3819456",
562"indicator_name": "Employment Outcomes",
563"rank": "229",
564"score": "54.2"
565}
566],
567"Global Engagement": [
568{
569"indicator_id": "14",
570"indicator_name": "International Student Ratio",
571"rank": "273",
572"score": "54.1"
573},
574{
575"indicator_id": "15",
576"indicator_name": "International Research Network",
577"rank": "247",
578"score": "84.9"
579},
580{
581"indicator_id": "18",
582"indicator_name": "International Faculty Ratio",
583"rank": "205",
584"score": "87.6"
585}
586],
587"Sustainability": [
588{
589"indicator_id": "3897497",
590"indicator_name": "Sustainability",
591"rank": "=81",
592"score": "91.4"
593}
594]
595}
596},
597{
598"score_nid": "3995848",
599"nid": "294863",
600"advanced_profile": 0,
601"core_id": "397",
602"title": "McMaster University",
603"path": "/universities/mcmaster-university",
604"region": "North America",
605"country": "Canada",
606"city": "Hamilton",
607"logo": "https://www.topuniversities.com/sites/default/files/mcmaster-university_397_small.jpg",
608"overall_score": "49",
609"rank_display": "=176",
610"rank": "177",
611"stars": "",
612"dagger": false,
613"redact": false,
614"isShortlisted": 0,
615"scores": {
616"Research & Discovery": [
617{
618"indicator_id": "76",
619"indicator_name": "Academic Reputation",
620"rank": "215",
621"score": "39.5"
622},
623{
624"indicator_id": "73",
625"indicator_name": "Citations per Faculty",
626"rank": "380",
627"score": "35.6"
628}
629],
630"Learning Experience": [
631{
632"indicator_id": "36",
633"indicator_name": "Faculty Student Ratio",
634"rank": "215",
635"score": "63.8"
636}
637],
638"Employability": [
639{
640"indicator_id": "77",
641"indicator_name": "Employer Reputation",
642"rank": "276",
643"score": "34.2"
644},
645{
646"indicator_id": "3819456",
647"indicator_name": "Employment Outcomes",
648"rank": "255",
649"score": "49.9"
650}
651],
652"Global Engagement": [
653{
654"indicator_id": "14",
655"indicator_name": "International Student Ratio",
656"rank": "263",
657"score": "56.7"
658},
659{
660"indicator_id": "15",
661"indicator_name": "International Research Network",
662"rank": "284",
663"score": "82.6"
664},
665{
666"indicator_id": "18",
667"indicator_name": "International Faculty Ratio",
668"rank": "136",
669"score": "96.2"
670}
671],
672"Sustainability": [
673{
674"indicator_id": "3897497",
675"indicator_name": "Sustainability",
676"rank": "=78",
677"score": "91.9"
678}
679]
680}
681},
682{
683"score_nid": "3995973",
684"nid": "297610",
685"advanced_profile": 0,
686"core_id": "475",
687"title": "University of Ottawa",
688"path": "/universities/university-ottawa",
689"region": "North America",
690"country": "Canada",
691"city": "Ottawa",
692"logo": "https://www.topuniversities.com/sites/default/files/university-of-ottawa_475_small.jpg",
693"overall_score": "47.3",
694"rank_display": "189",
695"rank": "189",
696"stars": "",
697"dagger": false,
698"redact": false,
699"isShortlisted": 0,
700"scores": {
701"Research & Discovery": [
702{
703"indicator_id": "76",
704"indicator_name": "Academic Reputation",
705"rank": "340",
706"score": "26.2"
707},
708{
709"indicator_id": "73",
710"indicator_name": "Citations per Faculty",
711"rank": "106",
712"score": "81.3"
713}
714],
715"Learning Experience": [
716{
717"indicator_id": "36",
718"indicator_name": "Faculty Student Ratio",
719"rank": "701+",
720"score": "3.5"
721}
722],
723"Employability": [
724{
725"indicator_id": "77",
726"indicator_name": "Employer Reputation",
727"rank": "406",
728"score": "23.3"
729},
730{
731"indicator_id": "3819456",
732"indicator_name": "Employment Outcomes",
733"rank": "323",
734"score": "39.8"
735}
736],
737"Global Engagement": [
738{
739"indicator_id": "14",
740"indicator_name": "International Student Ratio",
741"rank": "181",
742"score": "77.8"
743},
744{
745"indicator_id": "15",
746"indicator_name": "International Research Network",
747"rank": "119",
748"score": "93"
749},
750{
751"indicator_id": "18",
752"indicator_name": "International Faculty Ratio",
753"rank": "179",
754"score": "91.7"
755}
756],
757"Sustainability": [
758{
759"indicator_id": "3897497",
760"indicator_name": "Sustainability",
761"rank": "72",
762"score": "92.9"
763}
764]
765}
766},
767{
768"score_nid": "3995842",
769"nid": "297462",
770"advanced_profile": 0,
771"core_id": "513",
772"title": "Queen's University at Kingston",
773"path": "/universities/queens-university-kingston",
774"region": "North America",
775"country": "Canada",
776"city": "Kingston",
777"logo": "https://www.topuniversities.com/sites/default/files/queens-university-at-kingston_513_small.jpg",
778"overall_score": "46.8",
779"rank_display": "193",
780"rank": "193",
781"stars": "",
782"dagger": false,
783"redact": false,
784"isShortlisted": 0,
785"scores": {
786"Research & Discovery": [
787{
788"indicator_id": "76",
789"indicator_name": "Academic Reputation",
790"rank": "209",
791"score": "40.8"
792},
793{
794"indicator_id": "73",
795"indicator_name": "Citations per Faculty",
796"rank": "322",
797"score": "42.6"
798}
799],
800"Learning Experience": [
801{
802"indicator_id": "36",
803"indicator_name": "Faculty Student Ratio",
804"rank": "701+",
805"score": "5.4"
806}
807],
808"Employability": [
809{
810"indicator_id": "77",
811"indicator_name": "Employer Reputation",
812"rank": "144",
813"score": "56.7"
814},
815{
816"indicator_id": "3819456",
817"indicator_name": "Employment Outcomes",
818"rank": "93",
819"score": "87.1"
820}
821],
822"Global Engagement": [
823{
824"indicator_id": "14",
825"indicator_name": "International Student Ratio",
826"rank": "456",
827"score": "26.6"
828},
829{
830"indicator_id": "15",
831"indicator_name": "International Research Network",
832"rank": "467",
833"score": "71.2"
834},
835{
836"indicator_id": "18",
837"indicator_name": "International Faculty Ratio",
838"rank": "287",
839"score": "69.2"
840}
841],
842"Sustainability": [
843{
844"indicator_id": "3897497",
845"indicator_name": "Sustainability",
846"rank": "=64",
847"score": "93.8"
848}
849]
850}
851}
852]

Future Plans:

  • Detailed University Information: Expand the scraper to extract detailed information about each university, such as program offerings, faculty profiles, research output, and more. πŸ”Ž
  • QS Stars Rating Integration: Include the QS Stars rating data for a more comprehensive university evaluation. ⭐

Disclaimer:

This scraper is intended for educational and research purposes. Please respect the terms of service of TopUniversities.com while using this tool.

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  • Created in Sep 2024

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