ShivamSrng commited on
Commit
b152173
·
verified ·
1 Parent(s): 153f725

Fine-tuned Topic Model for best_features column, last commit on 2025-01-14 11:59:32

Browse files
Files changed (2) hide show
  1. ctfidf_config.json +1 -1
  2. topics.json +174 -174
ctfidf_config.json CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:79ce661967ac2ba832b083a7ca27eb35ea43c43a7bfdaa25f6ee395a5a93d4e4
3
  size 61141983
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4a12b699a97e038050de39b8879cb8b946abee21b8f5cbe48440c627955fc80f
3
  size 61141983
topics.json CHANGED
@@ -3,7 +3,7 @@
3
  "0": [
4
  [
5
  "lecture",
6
- 0.48230087757110596
7
  ],
8
  [
9
  "professors",
@@ -27,7 +27,7 @@
27
  ],
28
  [
29
  "professor good",
30
- 0.4317258298397064
31
  ],
32
  [
33
  "teaching",
@@ -57,7 +57,7 @@
57
  ],
58
  [
59
  "real world experience",
60
- 0.7285304665565491
61
  ],
62
  [
63
  "world experience hands experience",
@@ -77,11 +77,11 @@
77
  ],
78
  [
79
  "handson experience",
80
- 0.6937423944473267
81
  ],
82
  [
83
  "hands work hands experience",
84
- 0.6919490694999695
85
  ]
86
  ],
87
  "2": [
@@ -119,7 +119,7 @@
119
  ],
120
  [
121
  "capstone run",
122
- 0.29986488819122314
123
  ],
124
  [
125
  "run capstone",
@@ -179,7 +179,7 @@
179
  ],
180
  [
181
  "programming learning",
182
- 0.7727338075637817
183
  ],
184
  [
185
  "coding learning code",
@@ -199,7 +199,7 @@
199
  ],
200
  [
201
  "learning code learning code",
202
- 0.7519720792770386
203
  ],
204
  [
205
  "programming language learning",
@@ -213,11 +213,11 @@
213
  "5": [
214
  [
215
  "powerpoints lecture slides",
216
- 0.8369413018226624
217
  ],
218
  [
219
  "lecture slides powerpoint",
220
- 0.834912121295929
221
  ],
222
  [
223
  "slides lecture",
@@ -343,11 +343,11 @@
343
  ],
344
  [
345
  "writing skills learning",
346
- 0.8375828266143799
347
  ],
348
  [
349
  "improving writing skills",
350
- 0.8326772451400757
351
  ],
352
  [
353
  "improve writing skills",
@@ -355,7 +355,7 @@
355
  ],
356
  [
357
  "writing skills improve",
358
- 0.8046912550926208
359
  ],
360
  [
361
  "writing learning",
@@ -363,11 +363,11 @@
363
  ],
364
  [
365
  "improvement writing",
366
- 0.7666704058647156
367
  ],
368
  [
369
  "improving writing",
370
- 0.7609059810638428
371
  ],
372
  [
373
  "practice writing",
@@ -405,7 +405,7 @@
405
  ],
406
  [
407
  "technologies",
408
- 0.4094141125679016
409
  ],
410
  [
411
  "experience using",
@@ -431,7 +431,7 @@
431
  ],
432
  [
433
  "chemical engineering majors",
434
- 0.634265661239624
435
  ],
436
  [
437
  "learning chemistry",
@@ -439,7 +439,7 @@
439
  ],
440
  [
441
  "chemistry classes",
442
- 0.6181322932243347
443
  ],
444
  [
445
  "chemical engineering",
@@ -477,7 +477,7 @@
477
  ],
478
  [
479
  "improving public speaking",
480
- 0.9007500410079956
481
  ],
482
  [
483
  "improve public speaking",
@@ -485,7 +485,7 @@
485
  ],
486
  [
487
  "public speaking learning",
488
- 0.8966715931892395
489
  ],
490
  [
491
  "public speaking skills",
@@ -493,7 +493,7 @@
493
  ],
494
  [
495
  "experience public speaking",
496
- 0.8852002620697021
497
  ],
498
  [
499
  "public speaking skills learning",
@@ -511,7 +511,7 @@
511
  ],
512
  [
513
  "learning operating systems work",
514
- 0.6915417313575745
515
  ],
516
  [
517
  "operating systems learning",
@@ -531,11 +531,11 @@
531
  ],
532
  [
533
  "learning computers",
534
- 0.6302915811538696
535
  ],
536
  [
537
  "computer architecture",
538
- 0.6228063702583313
539
  ],
540
  [
541
  "learning computer",
@@ -585,13 +585,13 @@
585
  ],
586
  [
587
  "software learning software",
588
- 0.8214899301528931
589
  ]
590
  ],
591
  "14": [
592
  [
593
  "construction learning",
594
- 0.7496792078018188
595
  ],
596
  [
597
  "learning construction",
@@ -599,7 +599,7 @@
599
  ],
600
  [
601
  "learn construction",
602
- 0.6935193538665771
603
  ],
604
  [
605
  "learn building",
@@ -623,7 +623,7 @@
623
  ],
624
  [
625
  "construction procedures",
626
- 0.6330749988555908
627
  ],
628
  [
629
  "construction methods",
@@ -641,11 +641,11 @@
641
  ],
642
  [
643
  "group discussions discussions",
644
- 0.6503084897994995
645
  ],
646
  [
647
  "discussions group discussions",
648
- 0.6496772766113281
649
  ],
650
  [
651
  "discussions helpful",
@@ -665,7 +665,7 @@
665
  ],
666
  [
667
  "conversations discussion",
668
- 0.6198549270629883
669
  ],
670
  [
671
  "topics discussion",
@@ -699,7 +699,7 @@
699
  ],
700
  [
701
  "hours studying exams quizes",
702
- 0.5133391618728638
703
  ],
704
  [
705
  "class felt useless",
@@ -721,7 +721,7 @@
721
  ],
722
  [
723
  "math courses",
724
- 0.7180408239364624
725
  ],
726
  [
727
  "math courses math",
@@ -771,11 +771,11 @@
771
  ],
772
  [
773
  "thorough explanation topics",
774
- 0.5861904621124268
775
  ],
776
  [
777
  "concepts clear",
778
- 0.584164023399353
779
  ],
780
  [
781
  "understand everything",
@@ -787,7 +787,7 @@
787
  ],
788
  [
789
  "understand detailed explanation",
790
- 0.5397107601165771
791
  ],
792
  [
793
  "explanations difficult",
@@ -833,7 +833,7 @@
833
  ],
834
  [
835
  "learning entrepreneurship",
836
- 0.5672269463539124
837
  ],
838
  [
839
  "business world",
@@ -863,7 +863,7 @@
863
  ],
864
  [
865
  "engineering design process",
866
- 0.637840747833252
867
  ],
868
  [
869
  "understanding design",
@@ -889,7 +889,7 @@
889
  ],
890
  [
891
  "machine learning models",
892
- 0.7620337009429932
893
  ],
894
  [
895
  "understanding machine learning",
@@ -897,11 +897,11 @@
897
  ],
898
  [
899
  "machine learning concepts",
900
- 0.7515026330947876
901
  ],
902
  [
903
  "introduction machine learning",
904
- 0.7387130260467529
905
  ],
906
  [
907
  "data science machine learning",
@@ -909,7 +909,7 @@
909
  ],
910
  [
911
  "machine learning data",
912
- 0.7311089634895325
913
  ],
914
  [
915
  "machine learning deep learning",
@@ -917,7 +917,7 @@
917
  ],
918
  [
919
  "machine learning knowledge",
920
- 0.7305677533149719
921
  ],
922
  [
923
  "deep learning models",
@@ -927,7 +927,7 @@
927
  "22": [
928
  [
929
  "engineering problems",
930
- 0.5200929045677185
931
  ],
932
  [
933
  "engineering applications",
@@ -943,7 +943,7 @@
943
  ],
944
  [
945
  "ansys simulations",
946
- 0.3910764753818512
947
  ],
948
  [
949
  "thermodynamics",
@@ -1019,7 +1019,7 @@
1019
  ],
1020
  [
1021
  "learning cad",
1022
- 0.747992217540741
1023
  ],
1024
  [
1025
  "introduction cad",
@@ -1047,7 +1047,7 @@
1047
  ],
1048
  [
1049
  "cad programs learning",
1050
- 0.7215916514396667
1051
  ]
1052
  ],
1053
  "25": [
@@ -1077,7 +1077,7 @@
1077
  ],
1078
  [
1079
  "instructors tas helpful nice",
1080
- 0.4182354509830475
1081
  ],
1082
  [
1083
  "resources offered",
@@ -1095,7 +1095,7 @@
1095
  "26": [
1096
  [
1097
  "real world applications",
1098
- 0.9817634224891663
1099
  ],
1100
  [
1101
  "real life applications",
@@ -1103,7 +1103,7 @@
1103
  ],
1104
  [
1105
  "life real world applications",
1106
- 0.9531787037849426
1107
  ],
1108
  [
1109
  "real world application",
@@ -1115,7 +1115,7 @@
1115
  ],
1116
  [
1117
  "applications real world",
1118
- 0.9049004316329956
1119
  ],
1120
  [
1121
  "applications real world applications",
@@ -1123,11 +1123,11 @@
1123
  ],
1124
  [
1125
  "examples real life applications",
1126
- 0.90092533826828
1127
  ],
1128
  [
1129
  "world applications real life",
1130
- 0.8966593742370605
1131
  ],
1132
  [
1133
  "life applications real life",
@@ -1179,15 +1179,15 @@
1179
  "28": [
1180
  [
1181
  "open notes exams",
1182
- 0.9807045459747314
1183
  ],
1184
  [
1185
  "open note exams",
1186
- 0.9554252624511719
1187
  ],
1188
  [
1189
  "open notes exam",
1190
- 0.9392147064208984
1191
  ],
1192
  [
1193
  "note exams open notes",
@@ -1207,11 +1207,11 @@
1207
  ],
1208
  [
1209
  "notes exams open note",
1210
- 0.9011270403862
1211
  ],
1212
  [
1213
  "open note exams open",
1214
- 0.884033203125
1215
  ],
1216
  [
1217
  "exams open note",
@@ -1225,7 +1225,7 @@
1225
  ],
1226
  [
1227
  "college life learning",
1228
- 0.6166428327560425
1229
  ],
1230
  [
1231
  "learning college",
@@ -1245,7 +1245,7 @@
1245
  ],
1246
  [
1247
  "learning adapt college",
1248
- 0.5694010257720947
1249
  ],
1250
  [
1251
  "learning campus",
@@ -1271,7 +1271,7 @@
1271
  ],
1272
  [
1273
  "time finish assignments",
1274
- 0.8499703407287598
1275
  ],
1276
  [
1277
  "assignments time",
@@ -1279,11 +1279,11 @@
1279
  ],
1280
  [
1281
  "complete assignment time",
1282
- 0.8441560864448547
1283
  ],
1284
  [
1285
  "time complete assignments",
1286
- 0.817782461643219
1287
  ],
1288
  [
1289
  "assignments plenty time",
@@ -1295,11 +1295,11 @@
1295
  ],
1296
  [
1297
  "assignments time complete",
1298
- 0.7593885660171509
1299
  ],
1300
  [
1301
  "time complete assignment",
1302
- 0.7472429275512695
1303
  ]
1304
  ],
1305
  "31": [
@@ -1321,11 +1321,11 @@
1321
  ],
1322
  [
1323
  "creative freedom creative",
1324
- 0.7873681783676147
1325
  ],
1326
  [
1327
  "creativity creative freedom",
1328
- 0.7838971614837646
1329
  ],
1330
  [
1331
  "freedom creativity",
@@ -1333,7 +1333,7 @@
1333
  ],
1334
  [
1335
  "creative freedom assignments",
1336
- 0.759994626045227
1337
  ],
1338
  [
1339
  "freedom creative",
@@ -1363,7 +1363,7 @@
1363
  ],
1364
  [
1365
  "lots interesting information",
1366
- 0.7971425652503967
1367
  ],
1368
  [
1369
  "interesting material interesting interesting",
@@ -1375,7 +1375,7 @@
1375
  ],
1376
  [
1377
  "interesting materials",
1378
- 0.7811539769172668
1379
  ],
1380
  [
1381
  "interesting interesting material interesting",
@@ -1393,7 +1393,7 @@
1393
  ],
1394
  [
1395
  "material explained material",
1396
- 0.6776959896087646
1397
  ],
1398
  [
1399
  "different types materials",
@@ -1405,7 +1405,7 @@
1405
  ],
1406
  [
1407
  "material covered materials",
1408
- 0.6591814756393433
1409
  ],
1410
  [
1411
  "coverage materials material",
@@ -1425,7 +1425,7 @@
1425
  ],
1426
  [
1427
  "material coverage material",
1428
- 0.6346527934074402
1429
  ]
1430
  ],
1431
  "34": [
@@ -1455,7 +1455,7 @@
1455
  ],
1456
  [
1457
  "interactive exciting fun",
1458
- 0.47437629103660583
1459
  ],
1460
  [
1461
  "fun environment",
@@ -1505,7 +1505,7 @@
1505
  ],
1506
  [
1507
  "databases learning",
1508
- 0.6696798205375671
1509
  ],
1510
  [
1511
  "learning sql",
@@ -1515,7 +1515,7 @@
1515
  "36": [
1516
  [
1517
  "online class",
1518
- 0.7577069401741028
1519
  ],
1520
  [
1521
  "online class online",
@@ -1535,11 +1535,11 @@
1535
  ],
1536
  [
1537
  "online lectures",
1538
- 0.7242892980575562
1539
  ],
1540
  [
1541
  "online classes",
1542
- 0.7214152812957764
1543
  ],
1544
  [
1545
  "classes online",
@@ -1565,11 +1565,11 @@
1565
  ],
1566
  [
1567
  "grading forgiving",
1568
- 0.6853798627853394
1569
  ],
1570
  [
1571
  "dropping lowest quiz grades",
1572
- 0.6830142736434937
1573
  ],
1574
  [
1575
  "grading policy",
@@ -1577,7 +1577,7 @@
1577
  ],
1578
  [
1579
  "percentages grading",
1580
- 0.677727997303009
1581
  ],
1582
  [
1583
  "grading exam",
@@ -1615,7 +1615,7 @@
1615
  ],
1616
  [
1617
  "helpful professor ta",
1618
- 0.8585165143013
1619
  ],
1620
  [
1621
  "ta helpful professor ta",
@@ -1645,11 +1645,11 @@
1645
  ],
1646
  [
1647
  "web development learning",
1648
- 0.7808030247688293
1649
  ],
1650
  [
1651
  "web development learning web",
1652
- 0.7713038325309753
1653
  ],
1654
  [
1655
  "learning web dev",
@@ -1661,7 +1661,7 @@
1661
  ],
1662
  [
1663
  "development learning web",
1664
- 0.7593677043914795
1665
  ],
1666
  [
1667
  "web development",
@@ -1673,7 +1673,7 @@
1673
  ],
1674
  [
1675
  "experience web development",
1676
- 0.7187932729721069
1677
  ],
1678
  [
1679
  "learning build website",
@@ -1703,7 +1703,7 @@
1703
  ],
1704
  [
1705
  "formulating research",
1706
- 0.4866437315940857
1707
  ],
1708
  [
1709
  "formulation experimental methods execution",
@@ -1719,7 +1719,7 @@
1719
  ],
1720
  [
1721
  "formulating research proposal",
1722
- 0.4647781550884247
1723
  ]
1724
  ],
1725
  "41": [
@@ -1761,7 +1761,7 @@
1761
  ],
1762
  [
1763
  "analyzing financial",
1764
- 0.5967855453491211
1765
  ]
1766
  ],
1767
  "42": [
@@ -1791,7 +1791,7 @@
1791
  ],
1792
  [
1793
  "recorded lectures helpful",
1794
- 0.654327929019928
1795
  ],
1796
  [
1797
  "video lecture",
@@ -1817,7 +1817,7 @@
1817
  ],
1818
  [
1819
  "feedback professor",
1820
- 0.6071599721908569
1821
  ],
1822
  [
1823
  "class reviews",
@@ -1845,7 +1845,7 @@
1845
  ],
1846
  [
1847
  "great review assessments",
1848
- 0.5765290260314941
1849
  ]
1850
  ],
1851
  "44": [
@@ -1863,7 +1863,7 @@
1863
  ],
1864
  [
1865
  "introduction circuits",
1866
- 0.5475108623504639
1867
  ],
1868
  [
1869
  "circuits learned",
@@ -1901,7 +1901,7 @@
1901
  ],
1902
  [
1903
  "lots information value",
1904
- 0.6586319208145142
1905
  ],
1906
  [
1907
  "easily digestible information",
@@ -1909,7 +1909,7 @@
1909
  ],
1910
  [
1911
  "valuable information",
1912
- 0.6394226551055908
1913
  ],
1914
  [
1915
  "useful information future",
@@ -1935,11 +1935,11 @@
1935
  "46": [
1936
  [
1937
  "learning write research paper",
1938
- 0.8594658970832825
1939
  ],
1940
  [
1941
  "research paper learning write",
1942
- 0.8584384322166443
1943
  ],
1944
  [
1945
  "writing research paper",
@@ -1947,7 +1947,7 @@
1947
  ],
1948
  [
1949
  "writing research papers",
1950
- 0.8327246904373169
1951
  ],
1952
  [
1953
  "research paper writing",
@@ -1955,7 +1955,7 @@
1955
  ],
1956
  [
1957
  "write proper research paper",
1958
- 0.8182607293128967
1959
  ],
1960
  [
1961
  "write research paper learning",
@@ -1967,7 +1967,7 @@
1967
  ],
1968
  [
1969
  "research paper learn",
1970
- 0.7697871923446655
1971
  ],
1972
  [
1973
  "writing research",
@@ -1989,7 +1989,7 @@
1989
  ],
1990
  [
1991
  "watching films",
1992
- 0.6795164942741394
1993
  ],
1994
  [
1995
  "movies class",
@@ -2009,7 +2009,7 @@
2009
  ],
2010
  [
2011
  "movies interesting",
2012
- 0.5889704823493958
2013
  ],
2014
  [
2015
  "film making",
@@ -2031,7 +2031,7 @@
2031
  ],
2032
  [
2033
  "labs packet tracer",
2034
- 0.6952999234199524
2035
  ],
2036
  [
2037
  "networking labs",
@@ -2039,7 +2039,7 @@
2039
  ],
2040
  [
2041
  "learning networking",
2042
- 0.6772474050521851
2043
  ],
2044
  [
2045
  "packet tracer learning",
@@ -2065,7 +2065,7 @@
2065
  ],
2066
  [
2067
  "best professor professor",
2068
- 0.5511670112609863
2069
  ],
2070
  [
2071
  "best professor professor best",
@@ -2081,7 +2081,7 @@
2081
  ],
2082
  [
2083
  "teacher professor professor",
2084
- 0.5051964521408081
2085
  ],
2086
  [
2087
  "instructor professor",
@@ -2089,7 +2089,7 @@
2089
  ],
2090
  [
2091
  "professor professor class",
2092
- 0.4840896725654602
2093
  ],
2094
  [
2095
  "professor instructor",
@@ -2103,7 +2103,7 @@
2103
  "50": [
2104
  [
2105
  "thinking problem solving",
2106
- 0.676640510559082
2107
  ],
2108
  [
2109
  "solving problems",
@@ -2145,7 +2145,7 @@
2145
  "51": [
2146
  [
2147
  "calculus courses",
2148
- 0.7681787610054016
2149
  ],
2150
  [
2151
  "calculus classes",
@@ -2157,7 +2157,7 @@
2157
  ],
2158
  [
2159
  "calculus comprehensive",
2160
- 0.724416971206665
2161
  ],
2162
  [
2163
  "calculus teaches basics",
@@ -2177,7 +2177,7 @@
2177
  ],
2178
  [
2179
  "calculus learning",
2180
- 0.6892266869544983
2181
  ],
2182
  [
2183
  "calculus practice",
@@ -2223,13 +2223,13 @@
2223
  ],
2224
  [
2225
  "interviews resumes",
2226
- 0.6699988842010498
2227
  ]
2228
  ],
2229
  "53": [
2230
  [
2231
  "recitation class",
2232
- 0.7814474701881409
2233
  ],
2234
  [
2235
  "recitation classes",
@@ -2245,7 +2245,7 @@
2245
  ],
2246
  [
2247
  "having lecture recitation",
2248
- 0.7621573209762573
2249
  ],
2250
  [
2251
  "class recitation",
@@ -2261,11 +2261,11 @@
2261
  ],
2262
  [
2263
  "lectures recitation",
2264
- 0.7366969585418701
2265
  ],
2266
  [
2267
  "recitation classes help",
2268
- 0.7264368534088135
2269
  ]
2270
  ],
2271
  "54": [
@@ -2317,7 +2317,7 @@
2317
  ],
2318
  [
2319
  "required attendance",
2320
- 0.8389115333557129
2321
  ],
2322
  [
2323
  "attendance optional",
@@ -2333,7 +2333,7 @@
2333
  ],
2334
  [
2335
  "time attendance mandatory",
2336
- 0.7864102125167847
2337
  ],
2338
  [
2339
  "class nonmandatory attendance",
@@ -2345,7 +2345,7 @@
2345
  ],
2346
  [
2347
  "great attendance mandatory",
2348
- 0.7513672113418579
2349
  ],
2350
  [
2351
  "attendance aspect",
@@ -2355,7 +2355,7 @@
2355
  "56": [
2356
  [
2357
  "studio experience",
2358
- 0.6760252118110657
2359
  ],
2360
  [
2361
  "determinants researching studio",
@@ -2379,7 +2379,7 @@
2379
  ],
2380
  [
2381
  "studio interesting",
2382
- 0.5948071479797363
2383
  ],
2384
  [
2385
  "studios focused technical focused",
@@ -2401,7 +2401,7 @@
2401
  ],
2402
  [
2403
  "tough demanding process rewarding",
2404
- 0.5922319889068604
2405
  ],
2406
  [
2407
  "easy difficult",
@@ -2451,7 +2451,7 @@
2451
  ],
2452
  [
2453
  "learning modern cryptography",
2454
- 0.6170823574066162
2455
  ],
2456
  [
2457
  "security learning",
@@ -2475,13 +2475,13 @@
2475
  ],
2476
  [
2477
  "introduction cybersecurity",
2478
- 0.5785430669784546
2479
  ]
2480
  ],
2481
  "59": [
2482
  [
2483
  "learning excel",
2484
- 0.9001991748809814
2485
  ],
2486
  [
2487
  "excel learning excel",
@@ -2489,7 +2489,7 @@
2489
  ],
2490
  [
2491
  "getting familiar excel",
2492
- 0.8658679723739624
2493
  ],
2494
  [
2495
  "learning excel skills",
@@ -2497,7 +2497,7 @@
2497
  ],
2498
  [
2499
  "understand excel",
2500
- 0.8396780490875244
2501
  ],
2502
  [
2503
  "excel learning",
@@ -2505,7 +2505,7 @@
2505
  ],
2506
  [
2507
  "getting learn excel",
2508
- 0.8305599689483643
2509
  ],
2510
  [
2511
  "excel practice",
@@ -2527,11 +2527,11 @@
2527
  ],
2528
  [
2529
  "content extremely interesting",
2530
- 0.8917784094810486
2531
  ],
2532
  [
2533
  "good content interesting",
2534
- 0.8618711233139038
2535
  ],
2536
  [
2537
  "content good content interesting",
@@ -2539,7 +2539,7 @@
2539
  ],
2540
  [
2541
  "content interesting lots",
2542
- 0.8434218168258667
2543
  ],
2544
  [
2545
  "content interesting",
@@ -2569,7 +2569,7 @@
2569
  ],
2570
  [
2571
  "matlab experience",
2572
- 0.8330946564674377
2573
  ],
2574
  [
2575
  "matlab projects",
@@ -2577,7 +2577,7 @@
2577
  ],
2578
  [
2579
  "matlab applications",
2580
- 0.8311165571212769
2581
  ],
2582
  [
2583
  "liked matlab",
@@ -2627,7 +2627,7 @@
2627
  ],
2628
  [
2629
  "resources resources provided",
2630
- 0.7714530825614929
2631
  ],
2632
  [
2633
  "resources provided resources",
@@ -2635,11 +2635,11 @@
2635
  ],
2636
  [
2637
  "resources available plenty",
2638
- 0.7483890056610107
2639
  ],
2640
  [
2641
  "plenty resources available",
2642
- 0.744627833366394
2643
  ],
2644
  [
2645
  "resources study",
@@ -2653,7 +2653,7 @@
2653
  ],
2654
  [
2655
  "easily understand easy",
2656
- 0.8403415083885193
2657
  ],
2658
  [
2659
  "straightforward easy understand",
@@ -2669,19 +2669,19 @@
2669
  ],
2670
  [
2671
  "easy understand easy",
2672
- 0.805320143699646
2673
  ],
2674
  [
2675
  "easy understand easy follow",
2676
- 0.8043460845947266
2677
  ],
2678
  [
2679
  "easy understand helpful easy",
2680
- 0.7997016310691833
2681
  ],
2682
  [
2683
  "easy follow easy understand",
2684
- 0.7957231998443604
2685
  ],
2686
  [
2687
  "understand easy understand simple",
@@ -2711,11 +2711,11 @@
2711
  ],
2712
  [
2713
  "majors introduction python",
2714
- 0.6925698518753052
2715
  ],
2716
  [
2717
  "learn python programming",
2718
- 0.6887238025665283
2719
  ],
2720
  [
2721
  "python learn",
@@ -2723,7 +2723,7 @@
2723
  ],
2724
  [
2725
  "introduction python",
2726
- 0.6807888746261597
2727
  ],
2728
  [
2729
  "teaches python",
@@ -2737,7 +2737,7 @@
2737
  ],
2738
  [
2739
  "paced roughly chapter week",
2740
- 0.6496425867080688
2741
  ],
2742
  [
2743
  "cover material manageably paced",
@@ -2765,7 +2765,7 @@
2765
  ],
2766
  [
2767
  "manageably paced roughly",
2768
- 0.5648229122161865
2769
  ],
2770
  [
2771
  "pacing good material",
@@ -2775,11 +2775,11 @@
2775
  "66": [
2776
  [
2777
  "practice problems pearson",
2778
- 0.8286294937133789
2779
  ],
2780
  [
2781
  "pearson homework practice",
2782
- 0.8104430437088013
2783
  ],
2784
  [
2785
  "studying pearson",
@@ -2787,19 +2787,19 @@
2787
  ],
2788
  [
2789
  "pearson helps study material",
2790
- 0.803225576877594
2791
  ],
2792
  [
2793
  "homework assignments pearson",
2794
- 0.802004337310791
2795
  ],
2796
  [
2797
  "pearson homework assignments",
2798
- 0.8012431859970093
2799
  ],
2800
  [
2801
  "helpful pearson homework",
2802
- 0.7961249351501465
2803
  ],
2804
  [
2805
  "practice pearson",
@@ -2849,7 +2849,7 @@
2849
  ],
2850
  [
2851
  "everything good everything good",
2852
- 0.7793394327163696
2853
  ],
2854
  [
2855
  "good everything",
@@ -2859,7 +2859,7 @@
2859
  "68": [
2860
  [
2861
  "learning python programming",
2862
- 0.8224644064903259
2863
  ],
2864
  [
2865
  "learning python learning",
@@ -2871,7 +2871,7 @@
2871
  ],
2872
  [
2873
  "learning code python learning",
2874
- 0.8056980967521667
2875
  ],
2876
  [
2877
  "code python learning",
@@ -2891,7 +2891,7 @@
2891
  ],
2892
  [
2893
  "experience python learning",
2894
- 0.7942498326301575
2895
  ],
2896
  [
2897
  "python learning",
@@ -2929,7 +2929,7 @@
2929
  ],
2930
  [
2931
  "week meeting",
2932
- 0.7465718984603882
2933
  ],
2934
  [
2935
  "week week meets",
@@ -2951,7 +2951,7 @@
2951
  ],
2952
  [
2953
  "sheet exams formula sheet",
2954
- 0.8569793701171875
2955
  ],
2956
  [
2957
  "having formula sheet",
@@ -2963,7 +2963,7 @@
2963
  ],
2964
  [
2965
  "sheet formula sheet",
2966
- 0.8414730429649353
2967
  ],
2968
  [
2969
  "exams formula sheet",
@@ -2979,7 +2979,7 @@
2979
  ],
2980
  [
2981
  "formula sheet exams formula",
2982
- 0.8218297362327576
2983
  ]
2984
  ],
2985
  "71": [
@@ -2989,11 +2989,11 @@
2989
  ],
2990
  [
2991
  "best feature good",
2992
- 0.7359994649887085
2993
  ],
2994
  [
2995
  "good best feature",
2996
- 0.7297795414924622
2997
  ],
2998
  [
2999
  "best best feature",
@@ -3005,7 +3005,7 @@
3005
  ],
3006
  [
3007
  "best feature good best",
3008
- 0.7001097798347473
3009
  ],
3010
  [
3011
  "good feature best",
@@ -3027,7 +3027,7 @@
3027
  "72": [
3028
  [
3029
  "struggle think sadly list",
3030
- 0.4063100516796112
3031
  ],
3032
  [
3033
  "sadly list",
@@ -3043,7 +3043,7 @@
3043
  ],
3044
  [
3045
  "sadly list midterms",
3046
- 0.2999025583267212
3047
  ],
3048
  [
3049
  "struggle think sadly",
@@ -3063,7 +3063,7 @@
3063
  ],
3064
  [
3065
  "think come honest",
3066
- 0.26696252822875977
3067
  ]
3068
  ],
3069
  "73": [
@@ -3073,7 +3073,7 @@
3073
  ],
3074
  [
3075
  "clue quite honest quite",
3076
- 0.4612300992012024
3077
  ],
3078
  [
3079
  "quite tell think",
@@ -3085,15 +3085,15 @@
3085
  ],
3086
  [
3087
  "quite honest quite honest",
3088
- 0.38358274102211
3089
  ],
3090
  [
3091
  "quite tell think idea",
3092
- 0.3820885717868805
3093
  ],
3094
  [
3095
  "quite honest honest quite",
3096
- 0.3794054388999939
3097
  ],
3098
  [
3099
  "clue quite",
@@ -3105,13 +3105,13 @@
3105
  ],
3106
  [
3107
  "honest honest quite",
3108
- 0.37111610174179077
3109
  ]
3110
  ],
3111
  "74": [
3112
  [
3113
  "newark learning rich history",
3114
- 0.8161708116531372
3115
  ],
3116
  [
3117
  "newarks history great talk",
@@ -3127,7 +3127,7 @@
3127
  ],
3128
  [
3129
  "newarks history weaved",
3130
- 0.7773832082748413
3131
  ],
3132
  [
3133
  "learning newark",
@@ -3135,7 +3135,7 @@
3135
  ],
3136
  [
3137
  "learn history newark",
3138
- 0.7606265544891357
3139
  ],
3140
  [
3141
  "better understanding newark",
 
3
  "0": [
4
  [
5
  "lecture",
6
+ 0.48230093717575073
7
  ],
8
  [
9
  "professors",
 
27
  ],
28
  [
29
  "professor good",
30
+ 0.43172580003738403
31
  ],
32
  [
33
  "teaching",
 
57
  ],
58
  [
59
  "real world experience",
60
+ 0.7285305261611938
61
  ],
62
  [
63
  "world experience hands experience",
 
77
  ],
78
  [
79
  "handson experience",
80
+ 0.6937423348426819
81
  ],
82
  [
83
  "hands work hands experience",
84
+ 0.6919488906860352
85
  ]
86
  ],
87
  "2": [
 
119
  ],
120
  [
121
  "capstone run",
122
+ 0.29986485838890076
123
  ],
124
  [
125
  "run capstone",
 
179
  ],
180
  [
181
  "programming learning",
182
+ 0.7727339267730713
183
  ],
184
  [
185
  "coding learning code",
 
199
  ],
200
  [
201
  "learning code learning code",
202
+ 0.7519720196723938
203
  ],
204
  [
205
  "programming language learning",
 
213
  "5": [
214
  [
215
  "powerpoints lecture slides",
216
+ 0.8369413614273071
217
  ],
218
  [
219
  "lecture slides powerpoint",
220
+ 0.8349120020866394
221
  ],
222
  [
223
  "slides lecture",
 
343
  ],
344
  [
345
  "writing skills learning",
346
+ 0.8375828862190247
347
  ],
348
  [
349
  "improving writing skills",
350
+ 0.8326773047447205
351
  ],
352
  [
353
  "improve writing skills",
 
355
  ],
356
  [
357
  "writing skills improve",
358
+ 0.8046911358833313
359
  ],
360
  [
361
  "writing learning",
 
363
  ],
364
  [
365
  "improvement writing",
366
+ 0.7666704654693604
367
  ],
368
  [
369
  "improving writing",
370
+ 0.7609060406684875
371
  ],
372
  [
373
  "practice writing",
 
405
  ],
406
  [
407
  "technologies",
408
+ 0.4094142019748688
409
  ],
410
  [
411
  "experience using",
 
431
  ],
432
  [
433
  "chemical engineering majors",
434
+ 0.6342657804489136
435
  ],
436
  [
437
  "learning chemistry",
 
439
  ],
440
  [
441
  "chemistry classes",
442
+ 0.6181322336196899
443
  ],
444
  [
445
  "chemical engineering",
 
477
  ],
478
  [
479
  "improving public speaking",
480
+ 0.9007501602172852
481
  ],
482
  [
483
  "improve public speaking",
 
485
  ],
486
  [
487
  "public speaking learning",
488
+ 0.89667147397995
489
  ],
490
  [
491
  "public speaking skills",
 
493
  ],
494
  [
495
  "experience public speaking",
496
+ 0.8852001428604126
497
  ],
498
  [
499
  "public speaking skills learning",
 
511
  ],
512
  [
513
  "learning operating systems work",
514
+ 0.6915416717529297
515
  ],
516
  [
517
  "operating systems learning",
 
531
  ],
532
  [
533
  "learning computers",
534
+ 0.6302915215492249
535
  ],
536
  [
537
  "computer architecture",
538
+ 0.622806191444397
539
  ],
540
  [
541
  "learning computer",
 
585
  ],
586
  [
587
  "software learning software",
588
+ 0.8214899897575378
589
  ]
590
  ],
591
  "14": [
592
  [
593
  "construction learning",
594
+ 0.7496790885925293
595
  ],
596
  [
597
  "learning construction",
 
599
  ],
600
  [
601
  "learn construction",
602
+ 0.6935194730758667
603
  ],
604
  [
605
  "learn building",
 
623
  ],
624
  [
625
  "construction procedures",
626
+ 0.6330750584602356
627
  ],
628
  [
629
  "construction methods",
 
641
  ],
642
  [
643
  "group discussions discussions",
644
+ 0.65030837059021
645
  ],
646
  [
647
  "discussions group discussions",
648
+ 0.6496772170066833
649
  ],
650
  [
651
  "discussions helpful",
 
665
  ],
666
  [
667
  "conversations discussion",
668
+ 0.6198549866676331
669
  ],
670
  [
671
  "topics discussion",
 
699
  ],
700
  [
701
  "hours studying exams quizes",
702
+ 0.513339102268219
703
  ],
704
  [
705
  "class felt useless",
 
721
  ],
722
  [
723
  "math courses",
724
+ 0.7180408835411072
725
  ],
726
  [
727
  "math courses math",
 
771
  ],
772
  [
773
  "thorough explanation topics",
774
+ 0.5861905217170715
775
  ],
776
  [
777
  "concepts clear",
778
+ 0.5841638445854187
779
  ],
780
  [
781
  "understand everything",
 
787
  ],
788
  [
789
  "understand detailed explanation",
790
+ 0.5397105813026428
791
  ],
792
  [
793
  "explanations difficult",
 
833
  ],
834
  [
835
  "learning entrepreneurship",
836
+ 0.5672270059585571
837
  ],
838
  [
839
  "business world",
 
863
  ],
864
  [
865
  "engineering design process",
866
+ 0.6378406882286072
867
  ],
868
  [
869
  "understanding design",
 
889
  ],
890
  [
891
  "machine learning models",
892
+ 0.7620337605476379
893
  ],
894
  [
895
  "understanding machine learning",
 
897
  ],
898
  [
899
  "machine learning concepts",
900
+ 0.7515025734901428
901
  ],
902
  [
903
  "introduction machine learning",
904
+ 0.7387130856513977
905
  ],
906
  [
907
  "data science machine learning",
 
909
  ],
910
  [
911
  "machine learning data",
912
+ 0.7311089038848877
913
  ],
914
  [
915
  "machine learning deep learning",
 
917
  ],
918
  [
919
  "machine learning knowledge",
920
+ 0.7305676937103271
921
  ],
922
  [
923
  "deep learning models",
 
927
  "22": [
928
  [
929
  "engineering problems",
930
+ 0.5200929641723633
931
  ],
932
  [
933
  "engineering applications",
 
943
  ],
944
  [
945
  "ansys simulations",
946
+ 0.39107653498649597
947
  ],
948
  [
949
  "thermodynamics",
 
1019
  ],
1020
  [
1021
  "learning cad",
1022
+ 0.7479923963546753
1023
  ],
1024
  [
1025
  "introduction cad",
 
1047
  ],
1048
  [
1049
  "cad programs learning",
1050
+ 0.7215917110443115
1051
  ]
1052
  ],
1053
  "25": [
 
1077
  ],
1078
  [
1079
  "instructors tas helpful nice",
1080
+ 0.41823551058769226
1081
  ],
1082
  [
1083
  "resources offered",
 
1095
  "26": [
1096
  [
1097
  "real world applications",
1098
+ 0.9817633628845215
1099
  ],
1100
  [
1101
  "real life applications",
 
1103
  ],
1104
  [
1105
  "life real world applications",
1106
+ 0.9531787633895874
1107
  ],
1108
  [
1109
  "real world application",
 
1115
  ],
1116
  [
1117
  "applications real world",
1118
+ 0.9049004912376404
1119
  ],
1120
  [
1121
  "applications real world applications",
 
1123
  ],
1124
  [
1125
  "examples real life applications",
1126
+ 0.9009252786636353
1127
  ],
1128
  [
1129
  "world applications real life",
1130
+ 0.8966594934463501
1131
  ],
1132
  [
1133
  "life applications real life",
 
1179
  "28": [
1180
  [
1181
  "open notes exams",
1182
+ 0.980704665184021
1183
  ],
1184
  [
1185
  "open note exams",
1186
+ 0.9554254412651062
1187
  ],
1188
  [
1189
  "open notes exam",
1190
+ 0.939214825630188
1191
  ],
1192
  [
1193
  "note exams open notes",
 
1207
  ],
1208
  [
1209
  "notes exams open note",
1210
+ 0.9011269807815552
1211
  ],
1212
  [
1213
  "open note exams open",
1214
+ 0.8840333223342896
1215
  ],
1216
  [
1217
  "exams open note",
 
1225
  ],
1226
  [
1227
  "college life learning",
1228
+ 0.6166428923606873
1229
  ],
1230
  [
1231
  "learning college",
 
1245
  ],
1246
  [
1247
  "learning adapt college",
1248
+ 0.5694009065628052
1249
  ],
1250
  [
1251
  "learning campus",
 
1271
  ],
1272
  [
1273
  "time finish assignments",
1274
+ 0.8499702215194702
1275
  ],
1276
  [
1277
  "assignments time",
 
1279
  ],
1280
  [
1281
  "complete assignment time",
1282
+ 0.84415602684021
1283
  ],
1284
  [
1285
  "time complete assignments",
1286
+ 0.8177824020385742
1287
  ],
1288
  [
1289
  "assignments plenty time",
 
1295
  ],
1296
  [
1297
  "assignments time complete",
1298
+ 0.75938880443573
1299
  ],
1300
  [
1301
  "time complete assignment",
1302
+ 0.7472429871559143
1303
  ]
1304
  ],
1305
  "31": [
 
1321
  ],
1322
  [
1323
  "creative freedom creative",
1324
+ 0.7873680591583252
1325
  ],
1326
  [
1327
  "creativity creative freedom",
1328
+ 0.7838972806930542
1329
  ],
1330
  [
1331
  "freedom creativity",
 
1333
  ],
1334
  [
1335
  "creative freedom assignments",
1336
+ 0.7599946856498718
1337
  ],
1338
  [
1339
  "freedom creative",
 
1363
  ],
1364
  [
1365
  "lots interesting information",
1366
+ 0.797142505645752
1367
  ],
1368
  [
1369
  "interesting material interesting interesting",
 
1375
  ],
1376
  [
1377
  "interesting materials",
1378
+ 0.7811540365219116
1379
  ],
1380
  [
1381
  "interesting interesting material interesting",
 
1393
  ],
1394
  [
1395
  "material explained material",
1396
+ 0.6776958703994751
1397
  ],
1398
  [
1399
  "different types materials",
 
1405
  ],
1406
  [
1407
  "material covered materials",
1408
+ 0.6591814160346985
1409
  ],
1410
  [
1411
  "coverage materials material",
 
1425
  ],
1426
  [
1427
  "material coverage material",
1428
+ 0.634652853012085
1429
  ]
1430
  ],
1431
  "34": [
 
1455
  ],
1456
  [
1457
  "interactive exciting fun",
1458
+ 0.47437623143196106
1459
  ],
1460
  [
1461
  "fun environment",
 
1505
  ],
1506
  [
1507
  "databases learning",
1508
+ 0.6696797609329224
1509
  ],
1510
  [
1511
  "learning sql",
 
1515
  "36": [
1516
  [
1517
  "online class",
1518
+ 0.7577069997787476
1519
  ],
1520
  [
1521
  "online class online",
 
1535
  ],
1536
  [
1537
  "online lectures",
1538
+ 0.7242891788482666
1539
  ],
1540
  [
1541
  "online classes",
1542
+ 0.7214151620864868
1543
  ],
1544
  [
1545
  "classes online",
 
1565
  ],
1566
  [
1567
  "grading forgiving",
1568
+ 0.6853797435760498
1569
  ],
1570
  [
1571
  "dropping lowest quiz grades",
1572
+ 0.683014452457428
1573
  ],
1574
  [
1575
  "grading policy",
 
1577
  ],
1578
  [
1579
  "percentages grading",
1580
+ 0.6777278780937195
1581
  ],
1582
  [
1583
  "grading exam",
 
1615
  ],
1616
  [
1617
  "helpful professor ta",
1618
+ 0.8585164546966553
1619
  ],
1620
  [
1621
  "ta helpful professor ta",
 
1645
  ],
1646
  [
1647
  "web development learning",
1648
+ 0.7808030843734741
1649
  ],
1650
  [
1651
  "web development learning web",
1652
+ 0.7713039517402649
1653
  ],
1654
  [
1655
  "learning web dev",
 
1661
  ],
1662
  [
1663
  "development learning web",
1664
+ 0.7593676447868347
1665
  ],
1666
  [
1667
  "web development",
 
1673
  ],
1674
  [
1675
  "experience web development",
1676
+ 0.7187933921813965
1677
  ],
1678
  [
1679
  "learning build website",
 
1703
  ],
1704
  [
1705
  "formulating research",
1706
+ 0.4866437017917633
1707
  ],
1708
  [
1709
  "formulation experimental methods execution",
 
1719
  ],
1720
  [
1721
  "formulating research proposal",
1722
+ 0.46477818489074707
1723
  ]
1724
  ],
1725
  "41": [
 
1761
  ],
1762
  [
1763
  "analyzing financial",
1764
+ 0.5967854261398315
1765
  ]
1766
  ],
1767
  "42": [
 
1791
  ],
1792
  [
1793
  "recorded lectures helpful",
1794
+ 0.6543280482292175
1795
  ],
1796
  [
1797
  "video lecture",
 
1817
  ],
1818
  [
1819
  "feedback professor",
1820
+ 0.6071599125862122
1821
  ],
1822
  [
1823
  "class reviews",
 
1845
  ],
1846
  [
1847
  "great review assessments",
1848
+ 0.5765289068222046
1849
  ]
1850
  ],
1851
  "44": [
 
1863
  ],
1864
  [
1865
  "introduction circuits",
1866
+ 0.5475109219551086
1867
  ],
1868
  [
1869
  "circuits learned",
 
1901
  ],
1902
  [
1903
  "lots information value",
1904
+ 0.6586318612098694
1905
  ],
1906
  [
1907
  "easily digestible information",
 
1909
  ],
1910
  [
1911
  "valuable information",
1912
+ 0.639422595500946
1913
  ],
1914
  [
1915
  "useful information future",
 
1935
  "46": [
1936
  [
1937
  "learning write research paper",
1938
+ 0.8594659566879272
1939
  ],
1940
  [
1941
  "research paper learning write",
1942
+ 0.8584383726119995
1943
  ],
1944
  [
1945
  "writing research paper",
 
1947
  ],
1948
  [
1949
  "writing research papers",
1950
+ 0.8327248096466064
1951
  ],
1952
  [
1953
  "research paper writing",
 
1955
  ],
1956
  [
1957
  "write proper research paper",
1958
+ 0.8182608485221863
1959
  ],
1960
  [
1961
  "write research paper learning",
 
1967
  ],
1968
  [
1969
  "research paper learn",
1970
+ 0.7697874307632446
1971
  ],
1972
  [
1973
  "writing research",
 
1989
  ],
1990
  [
1991
  "watching films",
1992
+ 0.6795164346694946
1993
  ],
1994
  [
1995
  "movies class",
 
2009
  ],
2010
  [
2011
  "movies interesting",
2012
+ 0.5889705419540405
2013
  ],
2014
  [
2015
  "film making",
 
2031
  ],
2032
  [
2033
  "labs packet tracer",
2034
+ 0.6953001022338867
2035
  ],
2036
  [
2037
  "networking labs",
 
2039
  ],
2040
  [
2041
  "learning networking",
2042
+ 0.6772473454475403
2043
  ],
2044
  [
2045
  "packet tracer learning",
 
2065
  ],
2066
  [
2067
  "best professor professor",
2068
+ 0.5511669516563416
2069
  ],
2070
  [
2071
  "best professor professor best",
 
2081
  ],
2082
  [
2083
  "teacher professor professor",
2084
+ 0.5051965713500977
2085
  ],
2086
  [
2087
  "instructor professor",
 
2089
  ],
2090
  [
2091
  "professor professor class",
2092
+ 0.4840896427631378
2093
  ],
2094
  [
2095
  "professor instructor",
 
2103
  "50": [
2104
  [
2105
  "thinking problem solving",
2106
+ 0.6766403913497925
2107
  ],
2108
  [
2109
  "solving problems",
 
2145
  "51": [
2146
  [
2147
  "calculus courses",
2148
+ 0.7681787014007568
2149
  ],
2150
  [
2151
  "calculus classes",
 
2157
  ],
2158
  [
2159
  "calculus comprehensive",
2160
+ 0.7244170308113098
2161
  ],
2162
  [
2163
  "calculus teaches basics",
 
2177
  ],
2178
  [
2179
  "calculus learning",
2180
+ 0.689226508140564
2181
  ],
2182
  [
2183
  "calculus practice",
 
2223
  ],
2224
  [
2225
  "interviews resumes",
2226
+ 0.6699989438056946
2227
  ]
2228
  ],
2229
  "53": [
2230
  [
2231
  "recitation class",
2232
+ 0.7814475893974304
2233
  ],
2234
  [
2235
  "recitation classes",
 
2245
  ],
2246
  [
2247
  "having lecture recitation",
2248
+ 0.7621572613716125
2249
  ],
2250
  [
2251
  "class recitation",
 
2261
  ],
2262
  [
2263
  "lectures recitation",
2264
+ 0.7366968393325806
2265
  ],
2266
  [
2267
  "recitation classes help",
2268
+ 0.7264367341995239
2269
  ]
2270
  ],
2271
  "54": [
 
2317
  ],
2318
  [
2319
  "required attendance",
2320
+ 0.8389114737510681
2321
  ],
2322
  [
2323
  "attendance optional",
 
2333
  ],
2334
  [
2335
  "time attendance mandatory",
2336
+ 0.7864102721214294
2337
  ],
2338
  [
2339
  "class nonmandatory attendance",
 
2345
  ],
2346
  [
2347
  "great attendance mandatory",
2348
+ 0.7513672709465027
2349
  ],
2350
  [
2351
  "attendance aspect",
 
2355
  "56": [
2356
  [
2357
  "studio experience",
2358
+ 0.676025390625
2359
  ],
2360
  [
2361
  "determinants researching studio",
 
2379
  ],
2380
  [
2381
  "studio interesting",
2382
+ 0.5948072671890259
2383
  ],
2384
  [
2385
  "studios focused technical focused",
 
2401
  ],
2402
  [
2403
  "tough demanding process rewarding",
2404
+ 0.5922321081161499
2405
  ],
2406
  [
2407
  "easy difficult",
 
2451
  ],
2452
  [
2453
  "learning modern cryptography",
2454
+ 0.617082417011261
2455
  ],
2456
  [
2457
  "security learning",
 
2475
  ],
2476
  [
2477
  "introduction cybersecurity",
2478
+ 0.578542947769165
2479
  ]
2480
  ],
2481
  "59": [
2482
  [
2483
  "learning excel",
2484
+ 0.9001990556716919
2485
  ],
2486
  [
2487
  "excel learning excel",
 
2489
  ],
2490
  [
2491
  "getting familiar excel",
2492
+ 0.8658677339553833
2493
  ],
2494
  [
2495
  "learning excel skills",
 
2497
  ],
2498
  [
2499
  "understand excel",
2500
+ 0.8396781086921692
2501
  ],
2502
  [
2503
  "excel learning",
 
2505
  ],
2506
  [
2507
  "getting learn excel",
2508
+ 0.8305600881576538
2509
  ],
2510
  [
2511
  "excel practice",
 
2527
  ],
2528
  [
2529
  "content extremely interesting",
2530
+ 0.8917785882949829
2531
  ],
2532
  [
2533
  "good content interesting",
2534
+ 0.8618710041046143
2535
  ],
2536
  [
2537
  "content good content interesting",
 
2539
  ],
2540
  [
2541
  "content interesting lots",
2542
+ 0.8434217572212219
2543
  ],
2544
  [
2545
  "content interesting",
 
2569
  ],
2570
  [
2571
  "matlab experience",
2572
+ 0.833094596862793
2573
  ],
2574
  [
2575
  "matlab projects",
 
2577
  ],
2578
  [
2579
  "matlab applications",
2580
+ 0.8311164975166321
2581
  ],
2582
  [
2583
  "liked matlab",
 
2627
  ],
2628
  [
2629
  "resources resources provided",
2630
+ 0.7714530229568481
2631
  ],
2632
  [
2633
  "resources provided resources",
 
2635
  ],
2636
  [
2637
  "resources available plenty",
2638
+ 0.7483891248703003
2639
  ],
2640
  [
2641
  "plenty resources available",
2642
+ 0.7446279525756836
2643
  ],
2644
  [
2645
  "resources study",
 
2653
  ],
2654
  [
2655
  "easily understand easy",
2656
+ 0.8403413891792297
2657
  ],
2658
  [
2659
  "straightforward easy understand",
 
2669
  ],
2670
  [
2671
  "easy understand easy",
2672
+ 0.8053200244903564
2673
  ],
2674
  [
2675
  "easy understand easy follow",
2676
+ 0.8043462038040161
2677
  ],
2678
  [
2679
  "easy understand helpful easy",
2680
+ 0.7997015714645386
2681
  ],
2682
  [
2683
  "easy follow easy understand",
2684
+ 0.7957231402397156
2685
  ],
2686
  [
2687
  "understand easy understand simple",
 
2711
  ],
2712
  [
2713
  "majors introduction python",
2714
+ 0.6925697326660156
2715
  ],
2716
  [
2717
  "learn python programming",
2718
+ 0.6887236833572388
2719
  ],
2720
  [
2721
  "python learn",
 
2723
  ],
2724
  [
2725
  "introduction python",
2726
+ 0.6807889342308044
2727
  ],
2728
  [
2729
  "teaches python",
 
2737
  ],
2738
  [
2739
  "paced roughly chapter week",
2740
+ 0.6496424674987793
2741
  ],
2742
  [
2743
  "cover material manageably paced",
 
2765
  ],
2766
  [
2767
  "manageably paced roughly",
2768
+ 0.5648226737976074
2769
  ],
2770
  [
2771
  "pacing good material",
 
2775
  "66": [
2776
  [
2777
  "practice problems pearson",
2778
+ 0.8286296725273132
2779
  ],
2780
  [
2781
  "pearson homework practice",
2782
+ 0.8104432821273804
2783
  ],
2784
  [
2785
  "studying pearson",
 
2787
  ],
2788
  [
2789
  "pearson helps study material",
2790
+ 0.8032255172729492
2791
  ],
2792
  [
2793
  "homework assignments pearson",
2794
+ 0.8020043969154358
2795
  ],
2796
  [
2797
  "pearson homework assignments",
2798
+ 0.8012433052062988
2799
  ],
2800
  [
2801
  "helpful pearson homework",
2802
+ 0.796125054359436
2803
  ],
2804
  [
2805
  "practice pearson",
 
2849
  ],
2850
  [
2851
  "everything good everything good",
2852
+ 0.7793393731117249
2853
  ],
2854
  [
2855
  "good everything",
 
2859
  "68": [
2860
  [
2861
  "learning python programming",
2862
+ 0.8224645256996155
2863
  ],
2864
  [
2865
  "learning python learning",
 
2871
  ],
2872
  [
2873
  "learning code python learning",
2874
+ 0.8056981563568115
2875
  ],
2876
  [
2877
  "code python learning",
 
2891
  ],
2892
  [
2893
  "experience python learning",
2894
+ 0.7942496538162231
2895
  ],
2896
  [
2897
  "python learning",
 
2929
  ],
2930
  [
2931
  "week meeting",
2932
+ 0.7465717792510986
2933
  ],
2934
  [
2935
  "week week meets",
 
2951
  ],
2952
  [
2953
  "sheet exams formula sheet",
2954
+ 0.8569794297218323
2955
  ],
2956
  [
2957
  "having formula sheet",
 
2963
  ],
2964
  [
2965
  "sheet formula sheet",
2966
+ 0.8414729833602905
2967
  ],
2968
  [
2969
  "exams formula sheet",
 
2979
  ],
2980
  [
2981
  "formula sheet exams formula",
2982
+ 0.8218297958374023
2983
  ]
2984
  ],
2985
  "71": [
 
2989
  ],
2990
  [
2991
  "best feature good",
2992
+ 0.735999345779419
2993
  ],
2994
  [
2995
  "good best feature",
2996
+ 0.7297794818878174
2997
  ],
2998
  [
2999
  "best best feature",
 
3005
  ],
3006
  [
3007
  "best feature good best",
3008
+ 0.7001097202301025
3009
  ],
3010
  [
3011
  "good feature best",
 
3027
  "72": [
3028
  [
3029
  "struggle think sadly list",
3030
+ 0.40631014108657837
3031
  ],
3032
  [
3033
  "sadly list",
 
3043
  ],
3044
  [
3045
  "sadly list midterms",
3046
+ 0.29990261793136597
3047
  ],
3048
  [
3049
  "struggle think sadly",
 
3063
  ],
3064
  [
3065
  "think come honest",
3066
+ 0.26696258783340454
3067
  ]
3068
  ],
3069
  "73": [
 
3073
  ],
3074
  [
3075
  "clue quite honest quite",
3076
+ 0.4612303078174591
3077
  ],
3078
  [
3079
  "quite tell think",
 
3085
  ],
3086
  [
3087
  "quite honest quite honest",
3088
+ 0.3835827112197876
3089
  ],
3090
  [
3091
  "quite tell think idea",
3092
+ 0.3820883631706238
3093
  ],
3094
  [
3095
  "quite honest honest quite",
3096
+ 0.37940549850463867
3097
  ],
3098
  [
3099
  "clue quite",
 
3105
  ],
3106
  [
3107
  "honest honest quite",
3108
+ 0.37111613154411316
3109
  ]
3110
  ],
3111
  "74": [
3112
  [
3113
  "newark learning rich history",
3114
+ 0.8161710500717163
3115
  ],
3116
  [
3117
  "newarks history great talk",
 
3127
  ],
3128
  [
3129
  "newarks history weaved",
3130
+ 0.7773830890655518
3131
  ],
3132
  [
3133
  "learning newark",
 
3135
  ],
3136
  [
3137
  "learn history newark",
3138
+ 0.7606266140937805
3139
  ],
3140
  [
3141
  "better understanding newark",