Duplication · guardian/jai_2022

Duplication Overall

32% duplication:

19,949 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
6,578 duplicated lines

6,078 duplicates

dependency graphs: 2D graph | 2D graph (with duplicates)... | 3D graph | 3D graph (with duplicates)...

Duplication per Extension

Duplication per Component (primary)

Duplication Between Components (50+ lines)

flowchart TB
    n0["ROOT"]
    n1["ec2_instance_code"]
    n2["entity_source_data"]
    n3["kb_datasets"]
    n0 ---|"2314"| n1
    n2 ---|"910"| n0
    n1 ---|"767"| n2
    n0 ---|"278"| n3
    n1 ---|"232"| n3
    n2 ---|"54"| n3
    classDef default fill:#00b2ee,stroke:#ffffff,color:#000000;
    classDef highlighted fill:#00b2ee,stroke:#ffffff,color:#000000;
    linkStyle 0 stroke:#DC143CFF,stroke-width:10px
    linkStyle 1 stroke:#DC143C82,stroke-width:3px
    linkStyle 2 stroke:#DC143C82,stroke-width:3px
    linkStyle 3 stroke:#DC143C5E,stroke-width:1px
    linkStyle 4 stroke:#DC143C5E,stroke-width:1px
    linkStyle 5 stroke:#DC143C4C,stroke-width:1px

Download: Mermaid (.mmd) (open online Mermaid editor)

2D force graph | 3D force graph

Show more details on duplication between components...

From Component --> To Component	Duplicated Lines	File Pairs	Details
ROOT (10%) --> ec2_instance_code (16%)	2314	20 file pairs	details...
entity_source_data (60%) --> ROOT (4%)	910	5 file pairs	details...
ec2_instance_code (5%) --> entity_source_data (50%)	767	4 file pairs	details...
ROOT (1%) --> kb_datasets (27%)	278	5 file pairs	details...
ec2_instance_code (1%) --> kb_datasets (22%)	232	4 file pairs	details...
entity_source_data (3%) --> kb_datasets (5%)	54	1 file pair	details...

Longest Duplicates

The list of 50 longest duplicates.

See data for all 6,078 duplicates...

Size	#	Folders	Files	Lines	Code
351	x 2	ROOT ROOT	el_notebook.ipynb el_notebook_20220929.ipynb	2475:2825 (12%) 1108:1458 (24%)	view
87	x 2	ROOT ROOT	fuzzy_matching.ipynb fuzzy_matching.ipynb	713:799 (5%) 1250:1336 (5%)	view
77	x 2	ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03	little_sis.ipynb little_sis.ipynb	2555:2631 (2%) 2741:2817 (2%)	view
66	x 2	ROOT ROOT	el_notebook.ipynb try_random_code.ipynb	247:312 (2%) 638:703 (7%)	view
50	x 2	ROOT ROOT	el_notebook.ipynb el_notebook_20220929.ipynb	614:663 (1%) 865:914 (3%)	view
40	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	1404:1443 (1%) 1592:1631 (1%)	view
37	x 2	ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03	little_sis.ipynb little_sis.ipynb	2556:2592 (1%) 3499:3535 (1%)	view
37	x 2	ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03	little_sis.ipynb little_sis.ipynb	2742:2778 (1%) 3499:3535 (1%)	view
36	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	639:674 (<1%) 1404:1439 (<1%)	view
36	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	639:674 (<1%) 1592:1627 (<1%)	view
36	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	1916:1951 (<1%) 2339:2374 (<1%)	view
35	x 2	ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03	little_sis.ipynb little_sis.ipynb	2972:3006 (<1%) 3288:3322 (<1%)	view
35	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	1916:1950 (<1%) 2052:2086 (<1%)	view
35	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	1916:1950 (<1%) 2263:2297 (<1%)	view
35	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	2052:2086 (<1%) 2263:2297 (<1%)	view
35	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	2052:2086 (<1%) 2339:2373 (<1%)	view
35	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	2263:2297 (<1%) 2339:2373 (<1%)	view
35	x 2	ROOT ROOT	el_notebook_20220929.ipynb el_notebook_20220929.ipynb	355:389 (2%) 542:576 (2%)	view
34	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	2958:2991 (<1%) 3162:3195 (<1%)	view
34	x 2	ROOT ROOT	el_notebook.ipynb fuzzy_matching.ipynb	2792:2825 (1%) 1575:1608 (2%)	view
34	x 2	ROOT ROOT	el_notebook_20220929.ipynb fuzzy_matching.ipynb	1425:1458 (2%) 1575:1608 (2%)	view
32	x 2	ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03	spacy_trf_model_ner_single_file.ipynb spacy_trf_model_ner_single_file.ipynb	762:793 (2%) 940:971 (2%)	view
32	x 2	ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03	spacy_trf_model_ner_single_file.ipynb spacy_trf_model_ner_single_file.ipynb	762:793 (2%) 1094:1125 (2%)	view
32	x 2	ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03	spacy_trf_model_ner_single_file.ipynb spacy_trf_model_ner_single_file.ipynb	940:971 (2%) 1094:1125 (2%)	view
32	x 2	ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03	little_sis.ipynb little_sis.ipynb	298:329 (<1%) 1612:1643 (<1%)	view
31	x 2	ROOT ROOT	try_random_code.ipynb try_random_code.ipynb	93:123 (3%) 317:347 (3%)	view
31	x 2	ROOT ROOT	el_notebook.ipynb el_notebook_20220929.ipynb	247:277 (1%) 518:548 (2%)	view
31	x 2	ROOT ROOT	el_notebook_20220929.ipynb try_random_code.ipynb	518:548 (2%) 638:668 (3%)	view
30	x 2	ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03	little_sis.ipynb little_sis.ipynb	2216:2245 (<1%) 2411:2440 (<1%)	view
30	x 2	ROOT ROOT	fuzzy_matching.ipynb fuzzy_matching.ipynb	570:599 (1%) 717:746 (1%)	view
30	x 2	ROOT ROOT	fuzzy_matching.ipynb fuzzy_matching.ipynb	570:599 (1%) 1254:1283 (1%)	view
30	x 2	ROOT ROOT	el_notebook_20220929.ipynb el_notebook_20220929.ipynb	331:360 (2%) 958:987 (2%)	view
30	x 2	ROOT ROOT	el_notebook.ipynb el_notebook_20220929.ipynb	697:726 (1%) 331:360 (2%)	view
30	x 2	ROOT ROOT	el_notebook.ipynb el_notebook_20220929.ipynb	697:726 (1%) 958:987 (2%)	view
30	x 2	ROOT ROOT	Improve_candidate_generation.ipynb el_notebook.ipynb	3560:3589 (<1%) 697:726 (1%)	view
30	x 2	ROOT ROOT	Improve_candidate_generation.ipynb el_notebook_20220929.ipynb	3560:3589 (<1%) 331:360 (2%)	view
30	x 2	ROOT ROOT	Improve_candidate_generation.ipynb el_notebook_20220929.ipynb	3560:3589 (<1%) 958:987 (2%)	view
29	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	639:667 (<1%) 1916:1944 (<1%)	view
29	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	639:667 (<1%) 2052:2080 (<1%)	view
29	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	639:667 (<1%) 2263:2291 (<1%)	view
29	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	639:667 (<1%) 2339:2367 (<1%)	view
29	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	1404:1432 (<1%) 1916:1944 (<1%)	view
29	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	1404:1432 (<1%) 2052:2080 (<1%)	view
29	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	1404:1432 (<1%) 2263:2291 (<1%)	view
29	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	1404:1432 (<1%) 2339:2367 (<1%)	view
29	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	1592:1620 (<1%) 1916:1944 (<1%)	view
29	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	1592:1620 (<1%) 2052:2080 (<1%)	view
29	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	1592:1620 (<1%) 2263:2291 (<1%)	view
29	x 2	ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	1592:1620 (<1%) 2339:2367 (<1%)	view
29	x 2	src/configs src/configs	cfg nel.cfg nel_trf.cfg	98:132 (24%) 116:150 (22%)	view

Most Frequent Duplicates

The list of 50 most frequently found duplicates.

Size	#	Folders	Files	Lines	Code
6	x 70	ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ...	el_notebook.ipynb el_notebook_20220929.ipynb el_notebook_20220929.ipynb el_notebook_20220929.ipynb el_notebook_20220929.ipynb el_notebook_20220929.ipynb el_notebook_20220929.ipynb el_notebook_20220929.ipynb el_notebook_20220929.ipynb el_notebook_20220929.ipynb ...	8:13 (<1%) 8:13 (<1%) 101:106 (<1%) 108:113 (<1%) 726:731 (<1%) 760:765 (<1%) 790:795 (<1%) 797:802 (<1%) 804:809 (<1%) 865:870 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 entity_source_data ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ec2_instance_code/2022_10_03 ...	spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb open_sanctions.ipynb resample_gu_articles.ipynb Improve_candidate_generation.ipynb spacy_trf_model_ner_all_files.ipynb el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb little_sis.ipynb ...	198:203 (<1%) 101:106 (<1%) 207:212 (<1%) 305:310 (<1%) 246:251 (<1%) 205:210 (1%) 255:260 (<1%) 350:355 (<1%) 165:170 (<1%) 306:311 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ec2_instance_code/2022_10_03 ...	open_sanctions.ipynb resample_gu_articles.ipynb spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb Improve_candidate_generation.ipynb el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb little_sis.ipynb ...	211:216 (<1%) 309:314 (<1%) 202:207 (<1%) 105:110 (<1%) 209:214 (1%) 250:255 (<1%) 259:264 (<1%) 354:359 (<1%) 169:174 (<1%) 310:315 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 entity_source_data ROOT ec2_instance_code/2022_10_03 ROOT ROOT ec2_instance_code/2022_10_03 ROOT ...	spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb open_sanctions.ipynb resample_gu_articles.ipynb Improve_candidate_generation.ipynb spacy_trf_model_ner_all_files.ipynb el_notebook.ipynb fuzzy_matching.ipynb little_sis.ipynb el_notebook_20220929.ipynb ...	195:200 (<1%) 98:103 (<1%) 204:209 (<1%) 302:307 (<1%) 243:248 (<1%) 202:207 (1%) 252:257 (<1%) 347:352 (<1%) 303:308 (<1%) 162:167 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ROOT ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ec2_instance_code/2022_10_03 ...	open_sanctions.ipynb resample_gu_articles.ipynb spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb Improve_candidate_generation.ipynb spacy_trf_model_ner_all_files.ipynb el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb little_sis.ipynb ...	210:215 (<1%) 308:313 (<1%) 201:206 (<1%) 104:109 (<1%) 249:254 (<1%) 208:213 (1%) 258:263 (<1%) 353:358 (<1%) 168:173 (<1%) 309:314 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 entity_source_data ROOT ec2_instance_code/2022_10_03 ROOT ROOT ec2_instance_code/2022_10_03 ROOT ...	spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb open_sanctions.ipynb resample_gu_articles.ipynb Improve_candidate_generation.ipynb spacy_trf_model_ner_all_files.ipynb el_notebook.ipynb fuzzy_matching.ipynb little_sis.ipynb el_notebook_20220929.ipynb ...	194:199 (<1%) 97:102 (<1%) 203:208 (<1%) 301:306 (<1%) 242:247 (<1%) 201:206 (1%) 251:256 (<1%) 346:351 (<1%) 302:307 (<1%) 161:166 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 entity_source_data ROOT ec2_instance_code/2022_10_03 ROOT ROOT ec2_instance_code/2022_10_03 ROOT ...	spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb open_sanctions.ipynb resample_gu_articles.ipynb Improve_candidate_generation.ipynb spacy_trf_model_ner_all_files.ipynb el_notebook.ipynb fuzzy_matching.ipynb little_sis.ipynb el_notebook_20220929.ipynb ...	193:198 (<1%) 96:101 (<1%) 202:207 (<1%) 300:305 (<1%) 241:246 (<1%) 200:205 (1%) 250:255 (<1%) 345:350 (<1%) 301:306 (<1%) 160:165 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 entity_source_data ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ec2_instance_code/2022_10_03 ...	spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb open_sanctions.ipynb resample_gu_articles.ipynb Improve_candidate_generation.ipynb spacy_trf_model_ner_all_files.ipynb el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb little_sis.ipynb ...	197:202 (<1%) 100:105 (<1%) 206:211 (<1%) 304:309 (<1%) 245:250 (<1%) 204:209 (1%) 254:259 (<1%) 349:354 (<1%) 164:169 (<1%) 305:310 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 entity_source_data ROOT ec2_instance_code/2022_10_03 ROOT ROOT ec2_instance_code/2022_10_03 ROOT ...	spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb open_sanctions.ipynb resample_gu_articles.ipynb Improve_candidate_generation.ipynb spacy_trf_model_ner_all_files.ipynb el_notebook.ipynb fuzzy_matching.ipynb little_sis.ipynb el_notebook_20220929.ipynb ...	192:197 (<1%) 95:100 (<1%) 201:206 (<1%) 299:304 (<1%) 240:245 (<1%) 199:204 (1%) 249:254 (<1%) 344:349 (<1%) 300:305 (<1%) 159:164 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ROOT ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ec2_instance_code/2022_10_03 ...	open_sanctions.ipynb resample_gu_articles.ipynb spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb Improve_candidate_generation.ipynb spacy_trf_model_ner_all_files.ipynb el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb little_sis.ipynb ...	209:214 (<1%) 307:312 (<1%) 200:205 (<1%) 103:108 (<1%) 248:253 (<1%) 207:212 (1%) 257:262 (<1%) 352:357 (<1%) 167:172 (<1%) 308:313 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ec2_instance_code/2022_10_03 ...	open_sanctions.ipynb resample_gu_articles.ipynb spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb Improve_candidate_generation.ipynb el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb little_sis.ipynb ...	214:219 (<1%) 312:317 (<1%) 205:210 (<1%) 108:113 (<1%) 212:217 (1%) 253:258 (<1%) 262:267 (<1%) 357:362 (<1%) 172:177 (<1%) 313:318 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 entity_source_data ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ec2_instance_code/2022_10_03 ...	spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb open_sanctions.ipynb resample_gu_articles.ipynb Improve_candidate_generation.ipynb spacy_trf_model_ner_all_files.ipynb el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb little_sis.ipynb ...	196:201 (<1%) 99:104 (<1%) 205:210 (<1%) 303:308 (<1%) 244:249 (<1%) 203:208 (1%) 253:258 (<1%) 348:353 (<1%) 163:168 (<1%) 304:309 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 entity_source_data ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ec2_instance_code/2022_10_03 ...	spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb open_sanctions.ipynb resample_gu_articles.ipynb Improve_candidate_generation.ipynb spacy_trf_model_ner_all_files.ipynb el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb little_sis.ipynb ...	199:204 (<1%) 102:107 (<1%) 208:213 (<1%) 306:311 (<1%) 247:252 (<1%) 206:211 (1%) 256:261 (<1%) 351:356 (<1%) 166:171 (<1%) 307:312 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ec2_instance_code/2022_10_03 ...	open_sanctions.ipynb resample_gu_articles.ipynb spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb Improve_candidate_generation.ipynb el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb little_sis.ipynb ...	212:217 (<1%) 310:315 (<1%) 203:208 (<1%) 106:111 (<1%) 210:215 (1%) 251:256 (<1%) 260:265 (<1%) 355:360 (<1%) 170:175 (<1%) 311:316 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ec2_instance_code/2022_10_03 ...	open_sanctions.ipynb resample_gu_articles.ipynb spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb Improve_candidate_generation.ipynb el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb little_sis.ipynb ...	215:220 (<1%) 313:318 (<1%) 206:211 (<1%) 109:114 (<1%) 213:218 (1%) 254:259 (<1%) 263:268 (<1%) 358:363 (<1%) 173:178 (<1%) 314:319 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 entity_source_data ROOT ec2_instance_code/2022_10_03 ROOT ROOT ec2_instance_code/2022_10_03 ROOT ...	spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb open_sanctions.ipynb resample_gu_articles.ipynb Improve_candidate_generation.ipynb spacy_trf_model_ner_all_files.ipynb el_notebook.ipynb fuzzy_matching.ipynb little_sis.ipynb el_notebook_20220929.ipynb ...	191:196 (<1%) 94:99 (<1%) 200:205 (<1%) 298:303 (<1%) 239:244 (<1%) 198:203 (1%) 248:253 (<1%) 343:348 (<1%) 299:304 (<1%) 158:163 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ec2_instance_code/2022_10_03 ...	open_sanctions.ipynb resample_gu_articles.ipynb spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb Improve_candidate_generation.ipynb el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb little_sis.ipynb ...	213:218 (<1%) 311:316 (<1%) 204:209 (<1%) 107:112 (<1%) 211:216 (1%) 252:257 (<1%) 261:266 (<1%) 356:361 (<1%) 171:176 (<1%) 312:317 (<1%) ...	view
6	x 46	ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ec2_instance_code/2022_10_03 ...	open_sanctions.ipynb resample_gu_articles.ipynb spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb Improve_candidate_generation.ipynb el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb little_sis.ipynb ...	216:221 (<1%) 314:319 (<1%) 207:212 (<1%) 110:115 (<1%) 214:219 (1%) 255:260 (<1%) 264:269 (<1%) 359:364 (<1%) 174:179 (<1%) 315:320 (<1%) ...	view
6	x 44	ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 entity_source_data ROOT ec2_instance_code/2022_10_03 ROOT ROOT ec2_instance_code/2022_10_03 ROOT ...	spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb open_sanctions.ipynb resample_gu_articles.ipynb Improve_candidate_generation.ipynb spacy_trf_model_ner_all_files.ipynb el_notebook.ipynb fuzzy_matching.ipynb little_sis.ipynb el_notebook_20220929.ipynb ...	190:195 (<1%) 93:98 (<1%) 199:204 (<1%) 297:302 (<1%) 238:243 (<1%) 197:202 (1%) 247:252 (<1%) 342:347 (<1%) 298:303 (<1%) 157:162 (<1%) ...	view
6	x 37	ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ...	el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb ...	127:132 (<1%) 837:842 (<1%) 1137:1142 (<1%) 838:843 (<1%) 845:850 (<1%) 852:857 (<1%) 927:932 (<1%) 934:939 (<1%) 1014:1019 (<1%) 2214:2219 (<1%) ...	view
6	x 35	ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ec2_instance_code/2022_10_03 ...	spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb Improve_candidate_generation.ipynb el_notebook_20220929.ipynb fuzzy_matching.ipynb little_sis.ipynb open_sanctions.ipynb el_notebook.ipynb try_random_code.ipynb little_sis.ipynb ...	314:319 (<1%) 255:260 (<1%) 348:353 (<1%) 275:280 (<1%) 628:633 (<1%) 380:385 (<1%) 293:298 (<1%) 791:796 (<1%) 353:358 (<1%) 681:686 (<1%) ...	view
6	x 34	ec2_instance_code/2022_10_03 ROOT ROOT ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ROOT ...	spacy_trf_model_ner_single_file.ipynb try_random_code.ipynb Improve_candidate_generation.ipynb fuzzy_matching.ipynb little_sis.ipynb el_notebook.ipynb try_random_code.ipynb try_random_code.ipynb try_random_code.ipynb try_random_code.ipynb ...	159:164 (<1%) 449:454 (<1%) 454:459 (<1%) 906:911 (<1%) 546:551 (<1%) 842:847 (<1%) 525:530 (<1%) 619:624 (<1%) 781:786 (<1%) 789:794 (<1%) ...	view
6	x 34	ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ...	el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb ...	126:131 (<1%) 836:841 (<1%) 1136:1141 (<1%) 837:842 (<1%) 926:931 (<1%) 1013:1018 (<1%) 2213:2218 (<1%) 2323:2328 (<1%) 2503:2508 (<1%) 2539:2544 (<1%) ...	view
6	x 27	ROOT ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 kb_datasets ROOT ROOT ec2_instance_code/2022_10_03 ROOT ec2_instance_code/2022_10_03 ...	Improve_candidate_generation.ipynb spacy_trf_model_ner_all_files.ipynb spacy_trf_model_ner_single_file.ipynb little_sis.ipynb merge_and_clean_kb_datasets.ipynb el_notebook_20220929.ipynb fuzzy_matching.ipynb open_sanctions.ipynb el_notebook.ipynb spacy_trf_model_ner_all_files.ipynb ...	56:61 (<1%) 7:12 (1%) 17:22 (<1%) 221:226 (<1%) 43:48 (1%) 33:38 (<1%) 661:666 (<1%) 320:325 (<1%) 423:428 (<1%) 400:405 (1%) ...	view
6	x 25	ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ...	el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb ...	128:133 (<1%) 838:843 (<1%) 1138:1143 (<1%) 853:858 (<1%) 1015:1020 (<1%) 2505:2510 (<1%) 2541:2546 (<1%) 2572:2577 (<1%) 2588:2593 (<1%) 2612:2617 (<1%) ...	view
6	x 15	ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ...	el_notebook.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb ...	385:390 (<1%) 649:654 (<1%) 750:755 (<1%) 829:834 (<1%) 1008:1013 (<1%) 1355:1360 (<1%) 545:550 (<1%) 628:633 (<1%) 635:640 (<1%) 642:647 (<1%) ...	view
6	x 13	ROOT ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ...	Improve_candidate_generation.ipynb open_sanctions.ipynb little_sis.ipynb el_notebook_20220929.ipynb el_notebook.ipynb fuzzy_matching.ipynb little_sis.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb ...	1806:1811 (<1%) 217:222 (<1%) 316:321 (<1%) 349:354 (<1%) 715:720 (<1%) 360:365 (<1%) 1630:1635 (<1%) 588:593 (<1%) 735:740 (<1%) 1272:1277 (<1%) ...	view
6	x 13	ROOT ROOT ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ROOT ROOT ROOT ...	Improve_candidate_generation.ipynb try_random_code.ipynb little_sis.ipynb el_notebook.ipynb fuzzy_matching.ipynb try_random_code.ipynb el_notebook.ipynb el_notebook.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb ...	1348:1353 (<1%) 526:531 (<1%) 2184:2189 (<1%) 843:848 (<1%) 1548:1553 (<1%) 782:787 (<1%) 850:855 (<1%) 932:937 (<1%) 1356:1361 (<1%) 1364:1369 (<1%) ...	view
6	x 12	ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ...	el_notebook.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb ...	840:845 (<1%) 904:909 (<1%) 969:974 (<1%) 986:991 (<1%) 1245:1250 (<1%) 1336:1341 (<1%) 1545:1550 (<1%) 847:852 (<1%) 929:934 (<1%) 936:941 (<1%) ...	view
6	x 12	ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ...	el_notebook.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb ...	841:846 (<1%) 905:910 (<1%) 970:975 (<1%) 987:992 (<1%) 1246:1251 (<1%) 1337:1342 (<1%) 1546:1551 (<1%) 848:853 (<1%) 930:935 (<1%) 937:942 (<1%) ...	view
6	x 12	ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ...	el_notebook.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb fuzzy_matching.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb ...	839:844 (<1%) 903:908 (<1%) 968:973 (<1%) 985:990 (<1%) 1244:1249 (<1%) 1335:1340 (<1%) 1544:1549 (<1%) 846:851 (<1%) 928:933 (<1%) 935:940 (<1%) ...	view
6	x 11	kb_datasets ROOT ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ...	merge_and_clean_kb_datasets.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb resample_gu_articles.ipynb open_sanctions.ipynb spacy_trf_model_ner_single_file.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb Improve_candidate_generation.ipynb ...	486:491 (1%) 831:836 (<1%) 557:562 (1%) 735:740 (<1%) 1155:1160 (<1%) 1465:1470 (<1%) 1576:1581 (<1%) 1426:1431 (<1%) 2793:2798 (<1%) 3806:3811 (<1%) ...	view
6	x 11	kb_datasets ROOT ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ...	merge_and_clean_kb_datasets.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb resample_gu_articles.ipynb open_sanctions.ipynb spacy_trf_model_ner_single_file.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb Improve_candidate_generation.ipynb ...	487:492 (1%) 832:837 (<1%) 558:563 (1%) 736:741 (<1%) 1156:1161 (<1%) 1466:1471 (<1%) 1577:1582 (<1%) 1427:1432 (<1%) 2794:2799 (<1%) 3807:3812 (<1%) ...	view
6	x 11	ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ...	el_notebook_20220929.ipynb try_random_code.ipynb el_notebook.ipynb el_notebook_20220929.ipynb el_notebook_20220929.ipynb el_notebook_20220929.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb el_notebook.ipynb ...	87:92 (<1%) 595:600 (<1%) 565:570 (<1%) 816:821 (<1%) 834:839 (<1%) 852:857 (<1%) 583:588 (<1%) 601:606 (<1%) 871:876 (<1%) 911:916 (<1%) ...	view
6	x 11	kb_datasets ROOT ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ...	merge_and_clean_kb_datasets.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb resample_gu_articles.ipynb open_sanctions.ipynb spacy_trf_model_ner_single_file.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb Improve_candidate_generation.ipynb ...	488:493 (1%) 833:838 (<1%) 559:564 (1%) 737:742 (<1%) 1157:1162 (<1%) 1467:1472 (<1%) 1578:1583 (<1%) 1428:1433 (<1%) 2795:2800 (<1%) 3808:3813 (<1%) ...	view
6	x 11	kb_datasets ROOT ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ...	merge_and_clean_kb_datasets.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb resample_gu_articles.ipynb open_sanctions.ipynb spacy_trf_model_ner_single_file.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb Improve_candidate_generation.ipynb ...	489:494 (1%) 834:839 (<1%) 560:565 (1%) 738:743 (<1%) 1158:1163 (<1%) 1468:1473 (<1%) 1579:1584 (<1%) 1429:1434 (<1%) 2796:2801 (<1%) 3809:3814 (<1%) ...	view
6	x 11	kb_datasets ROOT ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ...	merge_and_clean_kb_datasets.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb resample_gu_articles.ipynb open_sanctions.ipynb spacy_trf_model_ner_single_file.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb Improve_candidate_generation.ipynb ...	494:499 (1%) 839:844 (<1%) 565:570 (1%) 743:748 (<1%) 1163:1168 (<1%) 1473:1478 (<1%) 1584:1589 (<1%) 1434:1439 (<1%) 2801:2806 (<1%) 3814:3819 (<1%) ...	view
6	x 11	kb_datasets ROOT ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ...	merge_and_clean_kb_datasets.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb resample_gu_articles.ipynb open_sanctions.ipynb spacy_trf_model_ner_single_file.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb Improve_candidate_generation.ipynb ...	492:497 (1%) 837:842 (<1%) 563:568 (1%) 741:746 (<1%) 1161:1166 (<1%) 1471:1476 (<1%) 1582:1587 (<1%) 1432:1437 (<1%) 2799:2804 (<1%) 3812:3817 (<1%) ...	view
6	x 11	kb_datasets ROOT ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ...	merge_and_clean_kb_datasets.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb resample_gu_articles.ipynb open_sanctions.ipynb spacy_trf_model_ner_single_file.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb Improve_candidate_generation.ipynb ...	491:496 (1%) 836:841 (<1%) 562:567 (1%) 740:745 (<1%) 1160:1165 (<1%) 1470:1475 (<1%) 1581:1586 (<1%) 1431:1436 (<1%) 2798:2803 (<1%) 3811:3816 (<1%) ...	view
6	x 11	kb_datasets ROOT ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ...	merge_and_clean_kb_datasets.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb resample_gu_articles.ipynb open_sanctions.ipynb spacy_trf_model_ner_single_file.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb Improve_candidate_generation.ipynb ...	498:503 (1%) 843:848 (<1%) 569:574 (1%) 747:752 (<1%) 1167:1172 (<1%) 1477:1482 (<1%) 1588:1593 (<1%) 1438:1443 (<1%) 2805:2810 (<1%) 3818:3823 (<1%) ...	view
6	x 11	ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ...	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb ...	256:261 (<1%) 657:662 (<1%) 1422:1427 (<1%) 1610:1615 (<1%) 1934:1939 (<1%) 2070:2075 (<1%) 2281:2286 (<1%) 2357:2362 (<1%) 2586:2591 (<1%) 2976:2981 (<1%) ...	view
6	x 11	kb_datasets ROOT ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ...	merge_and_clean_kb_datasets.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb resample_gu_articles.ipynb open_sanctions.ipynb spacy_trf_model_ner_single_file.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb Improve_candidate_generation.ipynb ...	497:502 (1%) 842:847 (<1%) 568:573 (1%) 746:751 (<1%) 1166:1171 (<1%) 1476:1481 (<1%) 1587:1592 (<1%) 1437:1442 (<1%) 2804:2809 (<1%) 3817:3822 (<1%) ...	view
6	x 11	kb_datasets ROOT ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ...	merge_and_clean_kb_datasets.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb resample_gu_articles.ipynb open_sanctions.ipynb spacy_trf_model_ner_single_file.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb Improve_candidate_generation.ipynb ...	496:501 (1%) 841:846 (<1%) 567:572 (1%) 745:750 (<1%) 1165:1170 (<1%) 1475:1480 (<1%) 1586:1591 (<1%) 1436:1441 (<1%) 2803:2808 (<1%) 3816:3821 (<1%) ...	view
6	x 11	kb_datasets ROOT ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ...	merge_and_clean_kb_datasets.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb resample_gu_articles.ipynb open_sanctions.ipynb spacy_trf_model_ner_single_file.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb Improve_candidate_generation.ipynb ...	495:500 (1%) 840:845 (<1%) 566:571 (1%) 744:749 (<1%) 1164:1169 (<1%) 1474:1479 (<1%) 1585:1590 (<1%) 1435:1440 (<1%) 2802:2807 (<1%) 3815:3820 (<1%) ...	view
6	x 11	kb_datasets ROOT ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ...	merge_and_clean_kb_datasets.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb resample_gu_articles.ipynb open_sanctions.ipynb spacy_trf_model_ner_single_file.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb Improve_candidate_generation.ipynb ...	493:498 (1%) 838:843 (<1%) 564:569 (1%) 742:747 (<1%) 1162:1167 (<1%) 1472:1477 (<1%) 1583:1588 (<1%) 1433:1438 (<1%) 2800:2805 (<1%) 3813:3818 (<1%) ...	view
6	x 11	kb_datasets ROOT ec2_instance_code/2022_10_03 entity_source_data ec2_instance_code/2022_10_03 ec2_instance_code/2022_10_03 ROOT ROOT ROOT ROOT ...	merge_and_clean_kb_datasets.ipynb try_random_code.ipynb spacy_trf_model_ner_all_files.ipynb resample_gu_articles.ipynb open_sanctions.ipynb spacy_trf_model_ner_single_file.ipynb fuzzy_matching.ipynb el_notebook_20220929.ipynb el_notebook.ipynb Improve_candidate_generation.ipynb ...	490:495 (1%) 835:840 (<1%) 561:566 (1%) 739:744 (<1%) 1159:1164 (<1%) 1469:1474 (<1%) 1580:1585 (<1%) 1430:1435 (<1%) 2797:2802 (<1%) 3810:3815 (<1%) ...	view
6	x 10	ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	259:264 (<1%) 660:665 (<1%) 1425:1430 (<1%) 1613:1618 (<1%) 1937:1942 (<1%) 2073:2078 (<1%) 2284:2289 (<1%) 2360:2365 (<1%) 2979:2984 (<1%) 3183:3188 (<1%)	view
6	x 10	ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	260:265 (<1%) 661:666 (<1%) 1426:1431 (<1%) 1614:1619 (<1%) 1938:1943 (<1%) 2074:2079 (<1%) 2285:2290 (<1%) 2361:2366 (<1%) 2980:2985 (<1%) 3184:3189 (<1%)	view
6	x 10	ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	258:263 (<1%) 659:664 (<1%) 1424:1429 (<1%) 1612:1617 (<1%) 1936:1941 (<1%) 2072:2077 (<1%) 2283:2288 (<1%) 2359:2364 (<1%) 2978:2983 (<1%) 3182:3187 (<1%)	view
6	x 10	ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT ROOT	Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb Improve_candidate_generation.ipynb	257:262 (<1%) 658:663 (<1%) 1423:1428 (<1%) 1611:1616 (<1%) 1935:1940 (<1%) 2071:2076 (<1%) 2282:2287 (<1%) 2358:2363 (<1%) 2977:2982 (<1%) 3181:3186 (<1%)	view

About This Analysis

For duplication, we look at places in code where there are 6 or more lines of code that are exactly the same.
Before duplication is calculated, the code is cleaned to remove empty lines, comments, and frequently duplicated constructs such as imports.
You should aim at having as little as possible (<5%) of duplicated code as high-level of duplication can lead to maintenance difficulties, poor factoring, and logical contradictions.

Learn more...

To learn more about duplications and techniques for eliminating duplication, Sokrates recommends the following resources:

Avoid Repetition, MartinFlower.com (IEEE Software article)
Refactoring duplicated code, sourcemaking.com
Beck Design Rules, MartinFowler.com
DRY (Don't Repeat Yourself) Principle, Wikipedia
The Cut-and-Paste Programming Software Development Anti-Pattern, sourcemaking.com
Code Smells / Duplicated Code, Jeff Atwood, codinghorror.com:

"Duplicated code is the bane of software development. Stamp out duplication whenever possible. You should always be on the lookout for more subtle cases of near-duplication, too. Don't Repeat Yourself!"

Reducing Coupling, MartinFlower.com (IEEE Software article):

"There are several ways to describe coupling, but it boils down to this: If changing one module in a program requires changing another module, then coupling exists. ... Duplication always implies coupling, because changing one piece of duplicate code implies changing the other."