spacy / fr_core_news_md

huggingface.co
Total runs: 44
24-hour runs: 0
7-day runs: -2
30-day runs: 23
Model's Last Updated: Tháng Mười 10 2023
token-classification

Introduction of fr_core_news_md

Model Details of fr_core_news_md

Details: https://spacy.io/models/fr#fr_core_news_md

French pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.

Feature Description
Name fr_core_news_md
Version 3.7.0
spaCy >=3.7.0,<3.8.0
Default Pipeline tok2vec , morphologizer , parser , attribute_ruler , lemmatizer , ner
Components tok2vec , morphologizer , parser , senter , attribute_ruler , lemmatizer , ner
Vectors 500000 keys, 20000 unique vectors (300 dimensions)
Sources UD French Sequoia v2.8 (Candito, Marie; Seddah, Djamé; Perrier, Guy; Guillaume, Bruno)
WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran)
spaCy lookups data (Explosion)
Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion)
License LGPL-LR
Author Explosion
Label Scheme
View label scheme (237 labels for 3 components)
Component Labels
morphologizer POS=PROPN , Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Gender=Fem|Number=Sing|POS=NOUN , Number=Plur|POS=PRON|Person=1 , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , POS=SCONJ , POS=ADP , Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , NumType=Ord|POS=ADJ , Gender=Masc|Number=Sing|POS=NOUN , POS=PUNCT , Gender=Masc|Number=Sing|POS=PROPN , Number=Plur|POS=ADJ , Gender=Masc|Number=Plur|POS=NOUN , Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Number=Sing|POS=ADJ , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , POS=ADV , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Gender=Fem|Number=Sing|POS=PROPN , Definite=Def|Number=Sing|POS=DET|PronType=Art , NumType=Card|POS=NUM , Definite=Def|Number=Plur|POS=DET|PronType=Art , Gender=Masc|Number=Plur|POS=ADJ , POS=CCONJ , Gender=Fem|Number=Plur|POS=NOUN , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part , Gender=Fem|Number=Plur|POS=ADJ , POS=ADJ , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , POS=PRON|PronType=Rel , Number=Sing|POS=DET|Poss=Yes , Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art , Definite=Def|Number=Plur|POS=ADP|PronType=Art , Definite=Ind|Number=Plur|POS=DET|PronType=Art , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , POS=VERB|VerbForm=Inf , Gender=Fem|Number=Sing|POS=ADJ , Gender=Masc|Number=Sing|POS=PRON|Person=3 , Number=Plur|POS=DET , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=ADJ , Gender=Masc|Number=Sing|POS=DET|PronType=Dem , POS=ADV|PronType=Int , POS=VERB|Tense=Pres|VerbForm=Part , Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part , Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Gender=Masc|POS=ADJ , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Number=Plur|POS=DET|Poss=Yes , POS=AUX|VerbForm=Inf , Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part , POS=ADV|Polarity=Neg , Definite=Ind|Number=Sing|POS=DET|PronType=Art , Gender=Fem|Number=Sing|POS=PRON|Person=3 , POS=PRON|Person=3|Reflex=Yes , Gender=Masc|POS=NOUN , POS=AUX|Tense=Past|VerbForm=Part , POS=PRON|Person=3 , Number=Plur|POS=NOUN , NumType=Ord|Number=Sing|POS=ADJ , POS=VERB|Tense=Past|VerbForm=Part , POS=AUX|Tense=Pres|VerbForm=Part , Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part , Number=Sing|POS=PRON|Person=3 , Number=Sing|POS=NOUN , Gender=Masc|Number=Plur|POS=PRON|Person=3 , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ , Number=Plur|POS=PROPN , Number=Sing|POS=PROPN , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=PRON|PronType=Dem , Gender=Masc|Number=Sing|POS=DET , Gender=Fem|Number=Sing|POS=DET|Poss=Yes , Gender=Masc|POS=PRON , POS=NOUN , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Number=Plur|POS=PRON , Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Number=Sing|POS=PRON , Number=Sing|POS=PRON|PronType=Dem , Mood=Ind|POS=VERB|VerbForm=Fin , Number=Plur|POS=DET|PronType=Dem , Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Sing|POS=PRON , Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem , Number=Sing|POS=PRON|Person=2|PronType=Prs , Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , POS=PRON , POS=NUM , Gender=Fem|POS=NOUN , POS=SPACE , Gender=Fem|Number=Plur|POS=PRON , Number=Plur|POS=PRON|Person=3 , Number=Sing|POS=VERB|Tense=Past|VerbForm=Part , Number=Sing|POS=PRON|Person=1 , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Gender=Fem|Number=Sing|POS=PRON , Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , POS=INTJ , Number=Plur|POS=PRON|Person=2 , NumType=Card|POS=PRON , Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part , NumType=Card|POS=NOUN , POS=PRON|PronType=Int , Gender=Fem|Number=Plur|POS=PRON|Person=3 , Gender=Fem|Number=Sing|POS=DET , Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Fem|Number=Plur|POS=DET , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Mood=Cnd|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , Gender=Masc|Number=Plur|POS=PROPN , Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Number=Sing|POS=DET , Gender=Masc|NumType=Card|Number=Plur|POS=NOUN , Gender=Fem|Number=Plur|POS=PRON|PronType=Dem , Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Gender=Fem|POS=PRON , Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Gender=Fem|Number=Sing|POS=PRON|PronType=Rel , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin , Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part , POS=X , POS=SYM , Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=DET|PronType=Int , Gender=Fem|Number=Plur|POS=DET|PronType=Int , POS=DET , Gender=Masc|Number=Plur|POS=PRON , Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Mood=Ind|POS=VERB|Person=3|VerbForm=Fin , Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Mood=Cnd|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Gender=Fem|Number=Sing|POS=DET|PronType=Int , Gender=Masc|Number=Plur|POS=DET , Gender=Fem|Number=Plur|POS=PRON|PronType=Rel , Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Gender=Masc|Number=Plur|POS=PRON|PronType=Rel , POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ , Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin , Mood=Imp|POS=VERB|Tense=Pres|VerbForm=Fin , Number=Plur|POS=PRON|Person=2|Reflex=Yes , Mood=Cnd|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Number=Plur|POS=PRON|Person=1|Reflex=Yes , Gender=Masc|NumType=Card|Number=Sing|POS=NOUN , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin , Number=Sing|POS=PRON|Person=1|Reflex=Yes , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Gender=Masc|POS=PROPN , Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Number=Plur|POS=PRON|Person=2|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin , Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Number=Sing|POS=PRON|Person=1|PronType=Prs , Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Mood=Imp|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin , Number=Plur|POS=VERB|Tense=Past|VerbForm=Part , Gender=Fem|Number=Plur|POS=PROPN , Gender=Masc|NumType=Card|POS=NUM
parser ROOT , acl , acl:relcl , advcl , advmod , amod , appos , aux:pass , aux:tense , case , cc , ccomp , conj , cop , dep , det , expl:comp , expl:pass , expl:subj , fixed , flat:foreign , flat:name , iobj , mark , nmod , nsubj , nsubj:pass , nummod , obj , obl:agent , obl:arg , obl:mod , parataxis , punct , vocative , xcomp
ner LOC , MISC , ORG , PER
Accuracy
Type Score
TOKEN_ACC 99.80
TOKEN_P 98.44
TOKEN_R 98.96
TOKEN_F 98.70
POS_ACC 97.37
MORPH_ACC 96.49
MORPH_MICRO_P 98.68
MORPH_MICRO_R 97.98
MORPH_MICRO_F 98.33
SENTS_P 88.19
SENTS_R 89.46
SENTS_F 88.51
DEP_UAS 89.47
DEP_LAS 85.63
TAG_ACC 94.51
LEMMA_ACC 91.35
ENTS_P 83.17
ENTS_R 83.23
ENTS_F 83.20

Runs of spacy fr_core_news_md on huggingface.co

44
Total runs
0
24-hour runs
-3
3-day runs
-2
7-day runs
23
30-day runs

More Information About fr_core_news_md huggingface.co Model

More fr_core_news_md license Visit here:

https://choosealicense.com/licenses/lgpl-lr

fr_core_news_md huggingface.co

fr_core_news_md huggingface.co is an AI model on huggingface.co that provides fr_core_news_md's model effect (), which can be used instantly with this spacy fr_core_news_md model. huggingface.co supports a free trial of the fr_core_news_md model, and also provides paid use of the fr_core_news_md. Support call fr_core_news_md model through api, including Node.js, Python, http.

fr_core_news_md huggingface.co Url

https://huggingface.co/spacy/fr_core_news_md

spacy fr_core_news_md online free

fr_core_news_md huggingface.co is an online trial and call api platform, which integrates fr_core_news_md's modeling effects, including api services, and provides a free online trial of fr_core_news_md, you can try fr_core_news_md online for free by clicking the link below.

spacy fr_core_news_md online free url in huggingface.co:

https://huggingface.co/spacy/fr_core_news_md

fr_core_news_md install

fr_core_news_md is an open source model from GitHub that offers a free installation service, and any user can find fr_core_news_md on GitHub to install. At the same time, huggingface.co provides the effect of fr_core_news_md install, users can directly use fr_core_news_md installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

fr_core_news_md install url in huggingface.co:

https://huggingface.co/spacy/fr_core_news_md

Url of fr_core_news_md

fr_core_news_md huggingface.co Url

Provider of fr_core_news_md huggingface.co

spacy
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Run Growth: 3.5K
Growth Rate: 41.93%
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Run Growth: -419
Growth Rate: -6.36%
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Run Growth: -433
Growth Rate: -37.55%
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Run Growth: -1.3K
Growth Rate: -198.08%
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Growth Rate: 26.06%
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Growth Rate: 42.00%
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Growth Rate: 39.55%
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Growth Rate: 15.63%
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Growth Rate: 82.11%
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Run Growth: 76
Growth Rate: 90.48%
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Total runs: 84
Run Growth: -121
Growth Rate: -144.05%
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Total runs: 80
Run Growth: -31
Growth Rate: -38.75%
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Total runs: 73
Run Growth: 10
Growth Rate: 13.70%
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Growth Rate: 18.18%
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Growth Rate: 46.77%
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Growth Rate: 11.48%
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Run Growth: 57
Growth Rate: 96.61%
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Run Growth: -57
Growth Rate: -101.79%
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Run Growth: 28
Growth Rate: 50.91%
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Run Growth: 27
Growth Rate: 52.94%
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Run Growth: 45
Growth Rate: 90.00%
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Run Growth: 19
Growth Rate: 41.30%
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Run Growth: 44
Growth Rate: 95.65%
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Run Growth: 30
Growth Rate: 66.67%
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Run Growth: -16
Growth Rate: -38.10%
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Growth Rate: 33.33%
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Total runs: 35
Run Growth: 32
Growth Rate: 91.43%
Updated:Tháng Mười 10 2023
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Growth Rate: 58.82%
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Growth Rate: 54.55%
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Run Growth: 26
Growth Rate: 81.25%
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Run Growth: 23
Growth Rate: 74.19%
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Total runs: 30
Run Growth: -16
Growth Rate: -53.33%
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Run Growth: -16
Growth Rate: -55.17%
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Total runs: 28
Run Growth: 14
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Growth Rate: 60.87%
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Run Growth: 12
Growth Rate: 54.55%
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Growth Rate: -33.33%
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Run Growth: 5
Growth Rate: 23.81%
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Run Growth: 10
Growth Rate: 52.63%
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Run Growth: 11
Growth Rate: 57.89%
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Run Growth: 9
Growth Rate: 47.37%
Updated:Tháng Mười 10 2023
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Total runs: 19
Run Growth: -4
Growth Rate: -21.05%
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Run Growth: 18
Growth Rate: 94.74%
Updated:Tháng Mười 10 2023
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Total runs: 18
Run Growth: 9
Growth Rate: 50.00%
Updated:Tháng Mười 10 2023
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Total runs: 18
Run Growth: -3
Growth Rate: -16.67%
Updated:Tháng Mười 10 2023
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Total runs: 18
Run Growth: 9
Growth Rate: 50.00%
Updated:Tháng Mười 10 2023
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Run Growth: -46
Growth Rate: -270.59%
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Growth Rate: 53.33%
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Run Growth: 11
Growth Rate: 73.33%
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Growth Rate: 42.86%
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Run Growth: 6
Growth Rate: 60.00%
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Total runs: 10
Run Growth: 2
Growth Rate: 20.00%
Updated:Tháng Mười 10 2023
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Total runs: 10
Run Growth: 6
Growth Rate: 60.00%
Updated:Tháng Mười 10 2023
huggingface.co

Total runs: 8
Run Growth: 5
Growth Rate: 62.50%
Updated:Tháng Mười 10 2023
huggingface.co

Total runs: 8
Run Growth: -3
Growth Rate: -37.50%
Updated:Tháng Mười 10 2023
huggingface.co

Total runs: 8
Run Growth: 3
Growth Rate: 37.50%
Updated:Tháng Mười 10 2023
huggingface.co

Total runs: 8
Run Growth: -11
Growth Rate: -137.50%
Updated:Tháng Mười 10 2023
huggingface.co

Total runs: 8
Run Growth: 2
Growth Rate: 25.00%
Updated:Tháng Mười 10 2023
huggingface.co

Total runs: 7
Run Growth: 2
Growth Rate: 28.57%
Updated:Tháng Mười 10 2023
huggingface.co

Total runs: 7
Run Growth: 2
Growth Rate: 28.57%
Updated:Tháng Mười 10 2023
huggingface.co

Total runs: 6
Run Growth: -1
Growth Rate: -16.67%
Updated:Tháng Mười 10 2023
huggingface.co

Total runs: 5
Run Growth: -6
Growth Rate: -120.00%
Updated:Tháng Mười 10 2023
huggingface.co

Total runs: 5
Run Growth: -11
Growth Rate: -220.00%
Updated:Tháng Mười 10 2023
huggingface.co

Total runs: 0
Run Growth: -5
Growth Rate: 0.00%
Updated:Tháng Mười 10 2023