first part of course
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bibliographie.md
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bibliographie.md
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- Pierre Mounier, « Manifeste des Digital Humanities », Journal des anthropologues [En ligne], 122-123 | 2010, mis en ligne le 01 décembre 2012, consulté le 21 novembre 2025. URL : http://journals.openedition.org/jda/3652 ; DOI : https://doi.org/10.4000/jda.3652
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- Terras, M., Nyhan, J., & Vanhoutte, E. (Eds.). (2013). Defining Digital Humanities: A Reader (1st ed.). Routledge. https://doi.org/10.4324/9781315576251
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- Venturini, Tommaso, and Richard Rogers. (2025) 2025. Digital Methods. 1st ed. Polity. https://www.perlego.com/book/5229205/digital-methods-a-short-introduction-pdf
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- The Digital Methods Initiative Amsterdam : https://www.digitalmethods.net/Dmi/DmiAbout
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- Données geo json de France GeoJSON : https://france-geojson.gregoiredavid.fr/
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- Exemples de JSON et XML : https://www.json.org/example.html
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digitalmethods.md
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digitalmethods.md
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# Méthodes numériques
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-
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### Diego Antolinos Basso
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diego.antolinos@unine.ch
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-
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- Research software engineer à l'AJM
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- Formation de linguiste-informaticien
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- Je code pour des chercheurs en sciences sociales
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- [let-me-google-myself-for-you](https://www.google.com/search?q=diego+antolinos+basso)
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-
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### Objectifs
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- Découvrir des méthodes et outils numériques
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- Démystifier et pointer les pièges
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- Préciser les étapes d'un travail outillé
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- Compléter le riche cours sur l'IA de Nicolas Becquet et Antonin Descampe
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------
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## Définitions
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-
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### Méthodes wat ?!
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"Méthode" comme dans méthode scientifique
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Un procédé d'investigation qui recquiert l'observation, la classification, l'hypothèse et la vérification, et qui permet de chercher la vérité
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-
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### Numériquoi ?!
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"Numérique" en français, "digital" en anglais
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Intimement lié à la définition des humanités numériques. Généralement entendu comme "qui utilise un ordi", les "digits" étant les 0/1 du code informatique.
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-
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### Méthodes numériques
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Mot-valise qui recouvre de nombreuses techniques et outils d'analyse de données de tous types (quantitatives ou qualitatives)
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Du simple tableau Excel au "pipeline" complexe d'analyses utilisant du code informatique
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------
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### Données
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Différents types de données impliquent différents types d'hypothèses, de traitements, de résultats, non ?
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-
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-
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\- Locuteur A : Alors moi, perso, quand je travaillais à \<Entreprise 1\> j'ai eu à gérer plusieurs cas assez bordeline \<inaudible\> ça impliquait toujours la même personne
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\- Locuteur B : \<rires\> Je serais intéressé par connaître le profil de la personne !
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\- \<Question de relance B.4\>...
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-
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N'importe quoi est une donnée, si ça rentre dans un algorithme et que ça donne un résultat ?
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------
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------
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[Bibliographie](bibliographie.md)
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<section>Slide 1</section>
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<section>Slide 2</section>
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<section
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|
|
@ -4270,15 +4257,13 @@
|
|||
"version": "1.1.4",
|
||||
"resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.4.tgz",
|
||||
"integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==",
|
||||
"dev": true,
|
||||
"peer": true
|
||||
"dev": true
|
||||
},
|
||||
"node_modules/eslint/node_modules/escape-string-regexp": {
|
||||
"version": "4.0.0",
|
||||
"resolved": "https://registry.npmjs.org/escape-string-regexp/-/escape-string-regexp-4.0.0.tgz",
|
||||
"integrity": "sha512-TtpcNJ3XAzx3Gq8sWRzJaVajRs0uVxA2YAkdb1jm2YkPz4G6egUFAyA3n5vtEIZefPk5Wa4UXbKuS5fKkJWdgA==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"engines": {
|
||||
"node": ">=10"
|
||||
},
|
||||
|
|
@ -4291,7 +4276,6 @@
|
|||
"resolved": "https://registry.npmjs.org/eslint-scope/-/eslint-scope-7.2.2.tgz",
|
||||
"integrity": "sha512-dOt21O7lTMhDM+X9mB4GX+DZrZtCUJPL/wlcTqxyrx5IvO0IYtILdtrQGQp+8n5S0gwSVmOf9NQrjMOgfQZlIg==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"esrecurse": "^4.3.0",
|
||||
"estraverse": "^5.2.0"
|
||||
|
|
@ -4308,7 +4292,6 @@
|
|||
"resolved": "https://registry.npmjs.org/eslint-visitor-keys/-/eslint-visitor-keys-3.4.3.tgz",
|
||||
"integrity": "sha512-wpc+LXeiyiisxPlEkUzU6svyS1frIO3Mgxj1fdy7Pm8Ygzguax2N3Fa/D/ag1WqbOprdI+uY6wMUl8/a2G+iag==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"engines": {
|
||||
"node": "^12.22.0 || ^14.17.0 || >=16.0.0"
|
||||
},
|
||||
|
|
@ -4321,7 +4304,6 @@
|
|||
"resolved": "https://registry.npmjs.org/estraverse/-/estraverse-5.3.0.tgz",
|
||||
"integrity": "sha512-MMdARuVEQziNTeJD8DgMqmhwR11BRQ/cBP+pLtYdSTnf3MIO8fFeiINEbX36ZdNlfU/7A9f3gUw49B3oQsvwBA==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"engines": {
|
||||
"node": ">=4.0"
|
||||
}
|
||||
|
|
@ -4331,7 +4313,6 @@
|
|||
"resolved": "https://registry.npmjs.org/globals/-/globals-13.23.0.tgz",
|
||||
"integrity": "sha512-XAmF0RjlrjY23MA51q3HltdlGxUpXPvg0GioKiD9X6HD28iMjo2dKC8Vqwm7lne4GNr78+RHTfliktR6ZH09wA==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"type-fest": "^0.20.2"
|
||||
},
|
||||
|
|
@ -4347,7 +4328,6 @@
|
|||
"resolved": "https://registry.npmjs.org/has-flag/-/has-flag-4.0.0.tgz",
|
||||
"integrity": "sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"engines": {
|
||||
"node": ">=8"
|
||||
}
|
||||
|
|
@ -4357,7 +4337,6 @@
|
|||
"resolved": "https://registry.npmjs.org/supports-color/-/supports-color-7.2.0.tgz",
|
||||
"integrity": "sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"has-flag": "^4.0.0"
|
||||
},
|
||||
|
|
@ -4370,7 +4349,6 @@
|
|||
"resolved": "https://registry.npmjs.org/espree/-/espree-9.6.1.tgz",
|
||||
"integrity": "sha512-oruZaFkjorTpF32kDSI5/75ViwGeZginGGy2NoOSg3Q9bnwlnmDm4HLnkl0RE3n+njDXR037aY1+x58Z/zFdwQ==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"acorn": "^8.9.0",
|
||||
"acorn-jsx": "^5.3.2",
|
||||
|
|
@ -4388,7 +4366,6 @@
|
|||
"resolved": "https://registry.npmjs.org/eslint-visitor-keys/-/eslint-visitor-keys-3.4.3.tgz",
|
||||
"integrity": "sha512-wpc+LXeiyiisxPlEkUzU6svyS1frIO3Mgxj1fdy7Pm8Ygzguax2N3Fa/D/ag1WqbOprdI+uY6wMUl8/a2G+iag==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"engines": {
|
||||
"node": "^12.22.0 || ^14.17.0 || >=16.0.0"
|
||||
},
|
||||
|
|
@ -4647,7 +4624,6 @@
|
|||
"resolved": "https://registry.npmjs.org/file-entry-cache/-/file-entry-cache-6.0.1.tgz",
|
||||
"integrity": "sha512-7Gps/XWymbLk2QLYK4NzpMOrYjMhdIxXuIvy2QBsLE6ljuodKvdkWs/cpyJJ3CVIVpH0Oi1Hvg1ovbMzLdFBBg==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"flat-cache": "^3.0.4"
|
||||
},
|
||||
|
|
@ -4705,7 +4681,6 @@
|
|||
"resolved": "https://registry.npmjs.org/find-up/-/find-up-5.0.0.tgz",
|
||||
"integrity": "sha512-78/PXT1wlLLDgTzDs7sjq9hzz0vXD+zn+7wypEe4fXQxCmdmqfGsEPQxmiCSQI3ajFV91bVSsvNtrJRiW6nGng==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"locate-path": "^6.0.0",
|
||||
"path-exists": "^4.0.0"
|
||||
|
|
@ -4768,7 +4743,6 @@
|
|||
"resolved": "https://registry.npmjs.org/flat-cache/-/flat-cache-3.1.1.tgz",
|
||||
"integrity": "sha512-/qM2b3LUIaIgviBQovTLvijfyOQXPtSRnRK26ksj2J7rzPIecePUIpJsZ4T02Qg+xiAEKIs5K8dsHEd+VaKa/Q==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"flatted": "^3.2.9",
|
||||
"keyv": "^4.5.3",
|
||||
|
|
@ -4782,8 +4756,7 @@
|
|||
"version": "3.2.9",
|
||||
"resolved": "https://registry.npmjs.org/flatted/-/flatted-3.2.9.tgz",
|
||||
"integrity": "sha512-36yxDn5H7OFZQla0/jFJmbIKTdZAQHngCedGxiMmpNfEZM0sdEeT+WczLQrjK6D7o2aiyLYDnkw0R3JK0Qv1RQ==",
|
||||
"dev": true,
|
||||
"peer": true
|
||||
"dev": true
|
||||
},
|
||||
"node_modules/for-in": {
|
||||
"version": "1.0.2",
|
||||
|
|
@ -5172,14 +5145,14 @@
|
|||
"version": "1.4.0",
|
||||
"resolved": "https://registry.npmjs.org/graphemer/-/graphemer-1.4.0.tgz",
|
||||
"integrity": "sha512-EtKwoO6kxCL9WO5xipiHTZlSzBm7WLT627TqC/uVRd0HKmq8NXyebnNYxDoBi7wt8eTWrUrKXCOVaFq9x1kgag==",
|
||||
"dev": true,
|
||||
"peer": true
|
||||
"dev": true
|
||||
},
|
||||
"node_modules/gulp": {
|
||||
"version": "5.0.0",
|
||||
"resolved": "https://registry.npmjs.org/gulp/-/gulp-5.0.0.tgz",
|
||||
"integrity": "sha512-S8Z8066SSileaYw1S2N1I64IUc/myI2bqe2ihOBzO6+nKpvNSg7ZcWJt/AwF8LC/NVN+/QZ560Cb/5OPsyhkhg==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"glob-watcher": "^6.0.0",
|
||||
"gulp-cli": "^3.0.0",
|
||||
|
|
@ -6065,7 +6038,6 @@
|
|||
"resolved": "https://registry.npmjs.org/ignore/-/ignore-5.2.4.tgz",
|
||||
"integrity": "sha512-MAb38BcSbH0eHNBxn7ql2NH/kX33OkB3lZ1BNdh7ENeRChHTYsTvWrMubiIAMNS2llXEEgZ1MUOBtXChP3kaFQ==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"engines": {
|
||||
"node": ">= 4"
|
||||
}
|
||||
|
|
@ -6386,7 +6358,6 @@
|
|||
"resolved": "https://registry.npmjs.org/is-path-inside/-/is-path-inside-3.0.3.tgz",
|
||||
"integrity": "sha512-Fd4gABb+ycGAmKou8eMftCupSir5lRxqf4aD/vd0cD2qc4HL07OjCeuHMr8Ro4CoMaeCKDB0/ECBOVWjTwUvPQ==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"engines": {
|
||||
"node": ">=8"
|
||||
}
|
||||
|
|
@ -6530,8 +6501,7 @@
|
|||
"version": "3.0.1",
|
||||
"resolved": "https://registry.npmjs.org/json-buffer/-/json-buffer-3.0.1.tgz",
|
||||
"integrity": "sha512-4bV5BfR2mqfQTJm+V5tPPdf+ZpuhiIvTuAB5g8kcrXOZpTT/QwwVRWBywX1ozr6lEuPdbHxwaJlm9G6mI2sfSQ==",
|
||||
"dev": true,
|
||||
"peer": true
|
||||
"dev": true
|
||||
},
|
||||
"node_modules/json-parse-even-better-errors": {
|
||||
"version": "2.3.1",
|
||||
|
|
@ -6580,7 +6550,6 @@
|
|||
"resolved": "https://registry.npmjs.org/keyv/-/keyv-4.5.4.tgz",
|
||||
"integrity": "sha512-oxVHkHR/EJf2CNXnWxRLW6mg7JyCCUcG0DtEGmL2ctUo1PNTin1PUil+r/+4r5MpVgC/fn1kjsx7mjSujKqIpw==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"json-buffer": "3.0.1"
|
||||
}
|
||||
|
|
@ -6608,7 +6577,6 @@
|
|||
"resolved": "https://registry.npmjs.org/levn/-/levn-0.4.1.tgz",
|
||||
"integrity": "sha512-+bT2uH4E5LGE7h/n3evcS/sQlJXCpIp6ym8OWJ5eV6+67Dsql/LaaT7qJBAt2rzfoa/5QBGBhxDix1dMt2kQKQ==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"prelude-ls": "^1.2.1",
|
||||
"type-check": "~0.4.0"
|
||||
|
|
@ -6652,7 +6620,6 @@
|
|||
"resolved": "https://registry.npmjs.org/locate-path/-/locate-path-6.0.0.tgz",
|
||||
"integrity": "sha512-iPZK6eYjbxRu3uB4/WZ3EsEIMJFMqAoopl3R+zuq0UjcAm/MO6KCweDgPfP3elTztoKP3KtnVHxTn2NHBSDVUw==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"p-locate": "^5.0.0"
|
||||
},
|
||||
|
|
@ -6679,8 +6646,7 @@
|
|||
"version": "4.6.2",
|
||||
"resolved": "https://registry.npmjs.org/lodash.merge/-/lodash.merge-4.6.2.tgz",
|
||||
"integrity": "sha512-0KpjqXRVvrYyCsX1swR/XTK0va6VQkQM6MNo7PqW77ByjAhoARA8EfrP1N4+KlKj8YS0ZUCtRT/YUuhyYDujIQ==",
|
||||
"dev": true,
|
||||
"peer": true
|
||||
"dev": true
|
||||
},
|
||||
"node_modules/lru-cache": {
|
||||
"version": "5.1.1",
|
||||
|
|
@ -7064,7 +7030,6 @@
|
|||
"resolved": "https://registry.npmjs.org/optionator/-/optionator-0.9.3.tgz",
|
||||
"integrity": "sha512-JjCoypp+jKn1ttEFExxhetCKeJt9zhAgAve5FXHixTvFDW/5aEktX9bufBKLRRMdU7bNtpLfcGu94B3cdEJgjg==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"@aashutoshrathi/word-wrap": "^1.2.3",
|
||||
"deep-is": "^0.1.3",
|
||||
|
|
@ -7091,7 +7056,6 @@
|
|||
"resolved": "https://registry.npmjs.org/p-limit/-/p-limit-3.1.0.tgz",
|
||||
"integrity": "sha512-TYOanM3wGwNGsZN2cVTYPArw454xnXj5qmWF1bEoAc4+cU/ol7GVh7odevjp1FNHduHc3KZMcFduxU5Xc6uJRQ==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"yocto-queue": "^0.1.0"
|
||||
},
|
||||
|
|
@ -7107,7 +7071,6 @@
|
|||
"resolved": "https://registry.npmjs.org/p-locate/-/p-locate-5.0.0.tgz",
|
||||
"integrity": "sha512-LaNjtRWUBY++zB5nE/NwcaoMylSPk+S+ZHNB1TzdbMJMny6dynpAGt7X/tl/QYq3TIeE6nxHppbo2LGymrG5Pw==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"p-limit": "^3.0.2"
|
||||
},
|
||||
|
|
@ -7226,7 +7189,6 @@
|
|||
"resolved": "https://registry.npmjs.org/path-exists/-/path-exists-4.0.0.tgz",
|
||||
"integrity": "sha512-ak9Qy5Q7jYb2Wwcey5Fpvg2KoAc/ZIhLSLOSBmRmygPsGwkVVt0fZa0qrtMz+m6tJTAHfZQ8FnmB4MG4LWy7/w==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"engines": {
|
||||
"node": ">=8"
|
||||
}
|
||||
|
|
@ -7359,6 +7321,7 @@
|
|||
"url": "https://github.com/sponsors/ai"
|
||||
}
|
||||
],
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"nanoid": "^3.3.6",
|
||||
"picocolors": "^1.0.0",
|
||||
|
|
@ -7379,7 +7342,6 @@
|
|||
"resolved": "https://registry.npmjs.org/prelude-ls/-/prelude-ls-1.2.1.tgz",
|
||||
"integrity": "sha512-vkcDPrRZo1QZLbn5RLGPpg/WmIQ65qoWWhcGKf/b5eplkkarX0m9z8ppCat4mlOqUsWpyNuYgO3VRyrYHSzX5g==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"engines": {
|
||||
"node": ">= 0.8.0"
|
||||
}
|
||||
|
|
@ -7534,8 +7496,7 @@
|
|||
"type": "consulting",
|
||||
"url": "https://feross.org/support"
|
||||
}
|
||||
],
|
||||
"peer": true
|
||||
]
|
||||
},
|
||||
"node_modules/queue-tick": {
|
||||
"version": "1.0.1",
|
||||
|
|
@ -7828,7 +7789,6 @@
|
|||
"resolved": "https://registry.npmjs.org/rimraf/-/rimraf-3.0.2.tgz",
|
||||
"integrity": "sha512-JZkJMZkAGFFPP2YqXZXPbMlMBgsxzE8ILs4lMIX/2o0L9UBw9O/Y3o6wFw/i9YLapcUJWwqbi3kdxIPdC62TIA==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"glob": "^7.1.3"
|
||||
},
|
||||
|
|
@ -7844,7 +7804,6 @@
|
|||
"resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz",
|
||||
"integrity": "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"fs.realpath": "^1.0.0",
|
||||
"inflight": "^1.0.4",
|
||||
|
|
@ -7865,6 +7824,7 @@
|
|||
"resolved": "https://registry.npmjs.org/rollup/-/rollup-4.24.0.tgz",
|
||||
"integrity": "sha512-DOmrlGSXNk1DM0ljiQA+i+o0rSLhtii1je5wgk60j49d1jHT5YYttBv1iWOnYSTG+fZZESUOSNiAl89SIet+Cg==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"@types/estree": "1.0.6"
|
||||
},
|
||||
|
|
@ -7923,7 +7883,6 @@
|
|||
"url": "https://feross.org/support"
|
||||
}
|
||||
],
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"queue-microtask": "^1.2.2"
|
||||
}
|
||||
|
|
@ -8784,7 +8743,6 @@
|
|||
"resolved": "https://registry.npmjs.org/type-check/-/type-check-0.4.0.tgz",
|
||||
"integrity": "sha512-XleUoc9uwGXqjWwXaUTZAmzMcFZ5858QA2vvx1Ur5xIcixXIP+8LnFDgRplU30us6teqdlskFfu+ae4K79Ooew==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"prelude-ls": "^1.2.1"
|
||||
},
|
||||
|
|
@ -8797,7 +8755,6 @@
|
|||
"resolved": "https://registry.npmjs.org/type-fest/-/type-fest-0.20.2.tgz",
|
||||
"integrity": "sha512-Ne+eE4r0/iWnpAxD852z3A+N0Bt5RN//NjJwRd2VFHEmrywxf5vsZlh4R6lixl6B+wz/8d+maTSAkN1FIkI3LQ==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"engines": {
|
||||
"node": ">=10"
|
||||
},
|
||||
|
|
@ -9395,7 +9352,6 @@
|
|||
"resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
|
||||
"integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
|
||||
"dev": true,
|
||||
"peer": true,
|
||||
"engines": {
|
||||
"node": ">=10"
|
||||
},
|
||||
|
|
|
|||
Loading…
Reference in a new issue