{"id":1525,"date":"2026-08-12T15:47:23","date_gmt":"2026-08-12T19:47:23","guid":{"rendered":"https:\/\/cioosatlantic.enconstruction.website\/?post_type=ressource&p=1525"},"modified":"2026-08-13T11:40:48","modified_gmt":"2026-08-13T15:40:48","slug":"module-5-data-in-the-research-lifecycle","status":"publish","type":"ressource","link":"https:\/\/cioosatlantic.enconstruction.website\/fr\/ressource\/module-5-data-in-the-research-lifecycle\/","title":{"rendered":"Module 5: Data in the Research Lifecycle"},"content":{"rendered":"[vc_row type=\u201dfull_width_background\u201d full_screen_row_position=\u201dmiddle\u201d column_margin=\u201ddefault\u201d column_direction=\u201ddefault\u201d column_direction_tablet=\u201ddefault\u201d column_direction_phone=\u201ddefault\u201d bg_color=\u201d#152F37\u2033 scene_position=\u201dcenter\u201d top_padding=\u201d100\u2033 bottom_padding=\u201d50\u2033 left_padding_desktop=\u201d5%\u201d constrain_group_2=\u201dyes\u201d right_padding_desktop=\u201d5%\u201d text_color=\u201dlight\u201d text_align=\u201dleft\u201d row_border_radius=\u201dnone\u201d row_border_radius_applies=\u201dbg\u201d overflow=\u201dvisible\u201d overlay_strength=\u201d0.3\u2033 gradient_direction=\u201dleft_to_right\u201d shape_divider_position=\u201dbottom\u201d bg_image_animation=\u201dnone\u201d gradient_type=\u201ddefault\u201d shape_type=\u201d\u201d][vc_column column_padding=\u201dno-extra-padding\u201d column_padding_tablet=\u201dinherit\u201d column_padding_phone=\u201dinherit\u201d column_padding_position=\u201dall\u201d column_element_direction_desktop=\u201ddefault\u201d column_element_spacing=\u201ddefault\u201d desktop_text_alignment=\u201ddefault\u201d tablet_text_alignment=\u201ddefault\u201d phone_text_alignment=\u201ddefault\u201d background_color_opacity=\u201d1\u2033 background_hover_color_opacity=\u201d1\u2033 column_backdrop_filter=\u201dnone\u201d column_shadow=\u201dnone\u201d column_border_radius=\u201dnone\u201d column_link_target=\u201d_self\u201d column_position=\u201ddefault\u201d gradient_direction=\u201dleft_to_right\u201d overlay_strength=\u201d0.3\u2033 width=\u201d1\/1\u2033 tablet_width_inherit=\u201ddefault\u201d animation_type=\u201ddefault\u201d bg_image_animation=\u201dnone\u201d border_type=\u201dsimple\u201d column_border_width=\u201dnone\u201d column_border_style=\u201dsolid\u201d][vc_row_inner column_margin=\u201ddefault\u201d column_direction=\u201ddefault\u201d column_direction_tablet=\u201ddefault\u201d column_direction_phone=\u201ddefault\u201d text_align=\u201dleft\u201d row_position=\u201ddefault\u201d row_position_tablet=\u201dinherit\u201d row_position_phone=\u201dinherit\u201d overflow=\u201dvisible\u201d pointer_events=\u201dall\u201d][vc_column_inner column_padding=\u201dno-extra-padding\u201d column_padding_tablet=\u201dinherit\u201d column_padding_phone=\u201dinherit\u201d column_padding_position=\u201dall\u201d column_element_direction_desktop=\u201ddefault\u201d column_element_spacing=\u201ddefault\u201d desktop_text_alignment=\u201ddefault\u201d tablet_text_alignment=\u201ddefault\u201d phone_text_alignment=\u201ddefault\u201d background_color_opacity=\u201d1\u2033 background_hover_color_opacity=\u201d1\u2033 column_backdrop_filter=\u201dnone\u201d column_shadow=\u201dnone\u201d column_border_radius=\u201dnone\u201d column_link_target=\u201d_self\u201d overflow=\u201dvisible\u201d gradient_direction=\u201dleft_to_right\u201d overlay_strength=\u201d0.3\u2033 width=\u201d5\/6\u2033 tablet_width_inherit=\u201ddefault\u201d animation_type=\u201ddefault\u201d bg_image_animation=\u201dnone\u201d border_type=\u201dsimple\u201d column_border_width=\u201dnone\u201d column_border_style=\u201dsolid\u201d][vc_column_text css=\u201d\u201d text_direction=\u201ddefault\u201d]

Module 5 \u2013 Les donn\u00e9es dans le cycle de vie de la recherche<\/h1>\n

In this module we will be going over data management across the whole of the research lifecycle and why it is important no matter what stage your research project is on.[\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=\u201dno-extra-padding\u201d column_padding_tablet=\u201dinherit\u201d column_padding_phone=\u201dinherit\u201d column_padding_position=\u201dall\u201d column_element_direction_desktop=\u201ddefault\u201d column_element_spacing=\u201ddefault\u201d desktop_text_alignment=\u201ddefault\u201d tablet_text_alignment=\u201ddefault\u201d phone_text_alignment=\u201ddefault\u201d background_color_opacity=\u201d1\u2033 background_hover_color_opacity=\u201d1\u2033 column_backdrop_filter=\u201dnone\u201d column_shadow=\u201dnone\u201d column_border_radius=\u201dnone\u201d column_link_target=\u201d_self\u201d overflow=\u201dvisible\u201d gradient_direction=\u201dleft_to_right\u201d overlay_strength=\u201d0.3\u2033 width=\u201d1\/6\u2033 tablet_width_inherit=\u201ddefault\u201d animation_type=\u201ddefault\u201d bg_image_animation=\u201dnone\u201d border_type=\u201dsimple\u201d column_border_width=\u201dnone\u201d column_border_style=\u201dsolid\u201d][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=\u201din_container\u201d full_screen_row_position=\u201dmiddle\u201d column_margin=\u201ddefault\u201d column_direction=\u201ddefault\u201d column_direction_tablet=\u201ddefault\u201d column_direction_phone=\u201ddefault\u201d scene_position=\u201dcenter\u201d top_padding=\u201d100\u2033 constrain_group_1=\u201dyes\u201d bottom_padding=\u201d100\u2033 left_padding_desktop=\u201d5%\u201d constrain_group_2=\u201dyes\u201d right_padding_desktop=\u201d5%\u201d top_padding_tablet=\u201d75\u2033 constrain_group_3=\u201dyes\u201d bottom_padding_tablet=\u201d75\u2033 top_padding_phone=\u201d50\u2033 constrain_group_5=\u201dyes\u201d bottom_padding_phone=\u201d50\u2033 text_color=\u201ddark\u201d text_align=\u201dleft\u201d row_border_radius=\u201dnone\u201d row_border_radius_applies=\u201dbg\u201d overflow=\u201dvisible\u201d overlay_strength=\u201d0.3\u2033 gradient_direction=\u201dleft_to_right\u201d shape_divider_position=\u201dbottom\u201d bg_image_animation=\u201dnone\u201d gradient_type=\u201ddefault\u201d shape_type=\u201d\u201d][vc_column column_padding=\u201dno-extra-padding\u201d column_padding_tablet=\u201dinherit\u201d column_padding_phone=\u201dinherit\u201d column_padding_position=\u201dall\u201d column_element_direction_desktop=\u201ddefault\u201d column_element_spacing=\u201ddefault\u201d desktop_text_alignment=\u201ddefault\u201d tablet_text_alignment=\u201ddefault\u201d phone_text_alignment=\u201ddefault\u201d background_color_opacity=\u201d1\u2033 background_hover_color_opacity=\u201d1\u2033 column_backdrop_filter=\u201dnone\u201d column_shadow=\u201dnone\u201d column_border_radius=\u201dnone\u201d column_link_target=\u201d_self\u201d column_position=\u201ddefault\u201d gradient_direction=\u201dleft_to_right\u201d overlay_strength=\u201d0.3\u2033 width=\u201d1\/1\u2033 tablet_width_inherit=\u201ddefault\u201d animation_type=\u201ddefault\u201d bg_image_animation=\u201dnone\u201d border_type=\u201dsimple\u201d column_border_width=\u201dnone\u201d column_border_style=\u201dsolid\u201d][vc_column_text css=\u201d\u201d text_direction=\u201ddefault\u201d]<\/p>

Dans notre module pr\u00e9c\u00e9dent<\/h2>[\/vc_column_text][vc_row_inner column_margin=\u201ddefault\u201d column_direction=\u201ddefault\u201d column_direction_tablet=\u201ddefault\u201d column_direction_phone=\u201ddefault\u201d text_align=\u201dleft\u201d row_position=\u201ddefault\u201d row_position_tablet=\u201dinherit\u201d row_position_phone=\u201dinherit\u201d overflow=\u201dvisible\u201d pointer_events=\u201dall\u201d][vc_column_inner column_padding=\u201dpadding-3-percent\u201d column_padding_tablet=\u201dinherit\u201d column_padding_phone=\u201dinherit\u201d column_padding_position=\u201dall\u201d column_element_direction_desktop=\u201ddefault\u201d column_element_spacing=\u201ddefault\u201d desktop_text_alignment=\u201ddefault\u201d tablet_text_alignment=\u201ddefault\u201d phone_text_alignment=\u201ddefault\u201d background_color=\u201d#F3F0EC\u201d background_color_opacity=\u201d1\u2033 background_hover_color_opacity=\u201d1\u2033 column_backdrop_filter=\u201dnone\u201d column_shadow=\u201dnone\u201d column_border_radius=\u201d10px\u201d column_link_target=\u201d_self\u201d overflow=\u201dvisible\u201d gradient_direction=\u201dleft_to_right\u201d overlay_strength=\u201d0.3\u2033 width=\u201d5\/12\u2033 tablet_width_inherit=\u201ddefault\u201d animation_type=\u201ddefault\u201d bg_image_animation=\u201dnone\u201d border_type=\u201dsimple\u201d column_border_width=\u201dnone\u201d column_border_style=\u201dsolid\u201d column_padding_type=\u201ddefault\u201d gradient_type=\u201ddefault\u201d][vc_column_text css=\u201d\u201d text_direction=\u201ddefault\u201d]Dans notre module pr\u00e9c\u00e9dent, nous avons pos\u00e9 la question suivante : <\/strong>
What is the most important element of data management?[\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=\u201dno-extra-padding\u201d column_padding_tablet=\u201dinherit\u201d column_padding_phone=\u201dinherit\u201d column_padding_position=\u201dall\u201d column_element_direction_desktop=\u201ddefault\u201d column_element_spacing=\u201ddefault\u201d desktop_text_alignment=\u201ddefault\u201d tablet_text_alignment=\u201ddefault\u201d phone_text_alignment=\u201ddefault\u201d background_color_opacity=\u201d1\u2033 background_hover_color_opacity=\u201d1\u2033 column_backdrop_filter=\u201dnone\u201d column_shadow=\u201dnone\u201d column_border_radius=\u201d10px\u201d column_link_target=\u201d_self\u201d overflow=\u201dvisible\u201d gradient_direction=\u201dleft_to_right\u201d overlay_strength=\u201d0.3\u2033 width=\u201d7\/12\u2033 tablet_width_inherit=\u201ddefault\u201d animation_type=\u201ddefault\u201d bg_image_animation=\u201dnone\u201d border_type=\u201dsimple\u201d column_border_width=\u201dnone\u201d column_border_style=\u201dsolid\u201d column_padding_type=\u201ddefault\u201d gradient_type=\u201ddefault\u201d][vc_column_text css=\u201d\u201d text_direction=\u201ddefault\u201d]Une bonne gestion des donn\u00e9es est essentielle pour :<\/strong>\n
    \n
  • Vous ! Mieux vos donn\u00e9es seront g\u00e9r\u00e9es, plus votre projet se d\u00e9roulera sans encombre.<\/li>\n
  • Toute personne avec laquelle vous travaillerez \u00e0 l'avenir dans le cadre d'un projet de recherche.<\/li>\n
  • Les trois principaux organismes de financement qui financent la majeure partie de la recherche financ\u00e9e par des fonds publics au Canada.<\/li>\n<\/ul>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner column_margin=\u201ddefault\u201d column_direction=\u201ddefault\u201d column_direction_tablet=\u201ddefault\u201d column_direction_phone=\u201ddefault\u201d text_align=\u201dleft\u201d row_position=\u201ddefault\u201d row_position_tablet=\u201dinherit\u201d row_position_phone=\u201dinherit\u201d overflow=\u201dvisible\u201d pointer_events=\u201dall\u201d][vc_column_inner column_padding=\u201dno-extra-padding\u201d column_padding_tablet=\u201dinherit\u201d column_padding_phone=\u201dinherit\u201d column_padding_position=\u201dall\u201d column_element_direction_desktop=\u201ddefault\u201d column_element_spacing=\u201ddefault\u201d desktop_text_alignment=\u201ddefault\u201d tablet_text_alignment=\u201ddefault\u201d phone_text_alignment=\u201ddefault\u201d background_color_opacity=\u201d1\u2033 background_hover_color_opacity=\u201d1\u2033 column_backdrop_filter=\u201dnone\u201d column_shadow=\u201dnone\u201d column_border_radius=\u201dnone\u201d column_link_target=\u201d_self\u201d overflow=\u201dvisible\u201d gradient_direction=\u201dleft_to_right\u201d overlay_strength=\u201d0.3\u2033 width=\u201d1\/1\u2033 tablet_width_inherit=\u201ddefault\u201d animation_type=\u201ddefault\u201d bg_image_animation=\u201dnone\u201d border_type=\u201dsimple\u201d column_border_width=\u201dnone\u201d column_border_style=\u201dsolid\u201d][vc_column_text css=\u201d\u201d text_direction=\u201ddefault\u201d]These three main governing bodies are colloquially referred to as the Tri-Agency\/Tri-Council and are made up of the Canadian Institute of Health Research (CIHR), the Natural Sciences and Engineering Research Council (NSERC) and the Social Sciences and Humanities Research Council (SSHRC). These three agencies are the main way that the federal government of Canada uses to support research in post-secondary institutions. Even outside of post-secondary institutions, if an employee or government research entity is paid through grants by one of these councils, then they are subject to the same rules.

    Il est extr\u00eamement important de respecter les directives des trois organismes pour b\u00e9n\u00e9ficier d'un financement ! Non seulement le non-respect de ces directives peut avoir des cons\u00e9quences pour vous (en rendant plus difficile la conduite de vos futures recherches), mais il peut \u00e9galement avoir des r\u00e9percussions sur l'\u00e9tablissement pour lequel vous travaillez, ce qui rendra \u00e9galement plus difficile la conduite de ses propres recherches.<\/p>\n

    The Canadian Tri-Agencies have newly required that to receive full funding for a research project, the team must meet specific guidelines around data management plans. (These guidelines differ for those doing research in and with Indigenous Communities; more on that in a later module.)[\/vc_column_text][nectar_cta btn_style=\u201dunderline\u201d heading_tag=\u201dh5\u2033 button_color=\u201ddefault\u201d text_color=\u201d#E55162\u2033 text_color_hover=\u201d#B44350\u2033 button_border_thickness=\u201d0px\u201d link_type=\u201dnew_tab\u201d alignment=\u201dleft\u201d alignment_tablet=\u201ddefault\u201d alignment_phone=\u201ddefault\u201d display=\u201dblock\u201d display_tablet=\u201dinherit\u201d display_phone=\u201dinherit\u201d icon_family=\u201dnone\u201d link_text=\u201dSee the full guidelines of the new policy\u201d margin_top=\u201d25\u2033 url=\u201dhttps:\/\/science.gc.ca\/site\/science\/en\/interagency-research-funding\/policies-and-guidelines\/research-data-management\/tri-agency-research-data-management-policy\u201d margin_bottom=\u201d50\u2033][vc_column_text css=\u201d\u201d text_direction=\u201ddefault\u201d]Ces nouvelles lignes directrices visent \u00e0 rendre la recherche plus efficace, plus \u00e9thique et \u00e0 faciliter le respect des principes F.A.I.R.<\/em>[\/vc_column_text][nectar_cta btn_style=\u201dunderline\u201d heading_tag=\u201dh5\u2033 button_color=\u201ddefault\u201d text_color=\u201d#E55162\u2033 text_color_hover=\u201d#B44350\u2033 button_border_thickness=\u201d0px\u201d link_type=\u201dnew_tab\u201d alignment=\u201dleft\u201d alignment_tablet=\u201ddefault\u201d alignment_phone=\u201ddefault\u201d display=\u201dblock\u201d display_tablet=\u201dinherit\u201d display_phone=\u201dinherit\u201d icon_family=\u201dnone\u201d link_text=\u201dLearn more about FAIR\u201d url=\u201dhttps:\/\/www.go-fair.org\/fair-principles\/\u201d][\/vc_column_inner][\/vc_row_inner][vc_row_inner column_margin=\u201ddefault\u201d column_direction=\u201ddefault\u201d column_direction_tablet=\u201ddefault\u201d column_direction_phone=\u201ddefault\u201d top_padding=\u201d75\u2033 top_padding_tablet=\u201d50\u2033 top_padding_phone=\u201d25\u2033 text_align=\u201dleft\u201d row_position=\u201ddefault\u201d row_position_tablet=\u201dinherit\u201d row_position_phone=\u201dinherit\u201d overflow=\u201dvisible\u201d pointer_events=\u201dall\u201d][vc_column_inner column_padding=\u201dno-extra-padding\u201d column_padding_tablet=\u201dinherit\u201d column_padding_phone=\u201dinherit\u201d column_padding_position=\u201dall\u201d column_element_direction_desktop=\u201ddefault\u201d column_element_spacing=\u201ddefault\u201d desktop_text_alignment=\u201ddefault\u201d tablet_text_alignment=\u201ddefault\u201d phone_text_alignment=\u201ddefault\u201d background_color_opacity=\u201d1\u2033 background_hover_color_opacity=\u201d1\u2033 column_backdrop_filter=\u201dnone\u201d column_shadow=\u201dnone\u201d column_border_radius=\u201dnone\u201d column_link_target=\u201d_self\u201d overflow=\u201dvisible\u201d gradient_direction=\u201dleft_to_right\u201d overlay_strength=\u201d0.3\u2033 width=\u201d1\/1\u2033 tablet_width_inherit=\u201ddefault\u201d animation_type=\u201ddefault\u201d bg_image_animation=\u201dnone\u201d border_type=\u201dsimple\u201d column_border_width=\u201dnone\u201d column_border_style=\u201dsolid\u201d][vc_column_text css=\u201d\u201d text_direction=\u201ddefault\u201d]<\/p>

    FAIR signifie :<\/h2>\n

    Visibilit\u00e9 \u2013<\/strong> cela signifie que vos travaux de recherche peuvent \u00eatre identifi\u00e9s par l'apprentissage automatique, ce qui permet une visibilit\u00e9 maximale en ligne<\/p>\n

    Accessibilit\u00e9 \u2013<\/strong> cela signifie que vos travaux de recherche sont en libre acc\u00e8s ou facilement accessibles d\u2019une autre mani\u00e8re<\/p>\n

    Interop\u00e9rabilit\u00e9 \u2013<\/strong> Cela signifie que vos donn\u00e9es peuvent \u00eatre lues par de nombreux programmes diff\u00e9rents et int\u00e9gr\u00e9es de mani\u00e8re transparente \u00e0 d\u2019autres ensembles de donn\u00e9es pour permettre une interaction. Plus pr\u00e9cis\u00e9ment, cela signifie que vos donn\u00e9es peuvent \u00eatre trouv\u00e9es par des machines ! Les machines utilisent leur propre langage pour trouver et indexer des \u00e9l\u00e9ments sur le Web, et l\u2019interop\u00e9rabilit\u00e9 signifie que les informations relatives \u00e0 vos donn\u00e9es (m\u00e9tadonn\u00e9es) sont \u00ab traduites \u00bb dans un langage qu\u2019elles peuvent lire.<\/p>\n

    R\u00e9utilisation \u2013<\/strong> vos donn\u00e9es peuvent \u00eatre utilis\u00e9es pour d'autres projets afin d'am\u00e9liorer la reproductibilit\u00e9<\/p>\n

    L'objectif ultime des principes FAIR est de favoriser le partage entre chercheurs !<\/p>\n

    Here are just some of the most important elements of data management across the research lifecycle. These elements should be considered before the project begins in earnest, however they are delineated here by when you will likely end up implementing each element.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner column_margin=\u201ddefault\u201d column_direction=\u201ddefault\u201d column_direction_tablet=\u201ddefault\u201d column_direction_phone=\u201ddefault\u201d top_padding=\u201d75\u2033 top_padding_tablet=\u201d50\u2033 top_padding_phone=\u201d25\u2033 text_align=\u201dleft\u201d row_position=\u201ddefault\u201d row_position_tablet=\u201dinherit\u201d row_position_phone=\u201dinherit\u201d overflow=\u201dvisible\u201d pointer_events=\u201dall\u201d][vc_column_inner column_padding=\u201dno-extra-padding\u201d column_padding_tablet=\u201dinherit\u201d column_padding_phone=\u201dinherit\u201d column_padding_position=\u201dall\u201d column_element_direction_desktop=\u201ddefault\u201d column_element_spacing=\u201ddefault\u201d desktop_text_alignment=\u201ddefault\u201d tablet_text_alignment=\u201ddefault\u201d phone_text_alignment=\u201ddefault\u201d background_color_opacity=\u201d1\u2033 background_hover_color_opacity=\u201d1\u2033 column_backdrop_filter=\u201dnone\u201d column_shadow=\u201dnone\u201d column_border_radius=\u201dnone\u201d column_link_target=\u201d_self\u201d overflow=\u201dvisible\u201d gradient_direction=\u201dleft_to_right\u201d overlay_strength=\u201d0.3\u2033 width=\u201d1\/1\u2033 tablet_width_inherit=\u201ddefault\u201d animation_type=\u201ddefault\u201d bg_image_animation=\u201dnone\u201d border_type=\u201dsimple\u201d column_border_width=\u201dnone\u201d column_border_style=\u201dsolid\u201d][vc_column_text css=\u201d\u201d text_direction=\u201ddefault\u201d]<\/p>

    Avant le lancement du projet :<\/h2>\n

    Cette \u00e9tape se d\u00e9roulerait essentiellement au cours de la phase de planification et de r\u00e9daction de la proposition.<\/p>\n

    Adopter une approche ax\u00e9e sur les donn\u00e9es et faire preuve de cr\u00e9ativit\u00e9 dans leur utilisation<\/strong><\/p>\n

    Il arrive parfois que les gens collectent d\u2019abord leurs donn\u00e9es, puis r\u00e9fl\u00e9chissent ensuite \u00e0 ce qu\u2019ils vont en faire. Si la plupart des personnes \u00e9voluant dans un \u00e9tablissement d\u2019enseignement sup\u00e9rieur ne sont g\u00e9n\u00e9ralement pas confront\u00e9es \u00e0 ce probl\u00e8me, car le syst\u00e8me d\u2019enseignement sup\u00e9rieur repose sur une approche ax\u00e9e sur les donn\u00e9es, ce n\u2019est pas forc\u00e9ment le cas de tous les \u00e9tablissements du secteur priv\u00e9, et les chercheurs ayant uniquement travaill\u00e9 dans l\u2019industrie peuvent ne pas l\u2019\u00eatre non plus.<\/p>\n

    Cultivating a data first mindset means that all aspects of data collection and curation that will be needed for a project are considered before the project is even begun. It means thinking ahead and calculating what your data needs will be, while also building in safeguards in case something unexpected happens. Practicing and making sure this skill stays fresh, even if you move into an industry or institution that doesn\u2019t prioritize it will give you a huge advantage on future projects. It looks great on a resume to be able to point out that you know how to think about data from this point of view.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner column_margin=\u201ddefault\u201d column_direction=\u201ddefault\u201d column_direction_tablet=\u201ddefault\u201d column_direction_phone=\u201ddefault\u201d top_padding=\u201d75\u2033 top_padding_tablet=\u201d50\u2033 top_padding_phone=\u201d25\u2033 text_align=\u201dleft\u201d row_position=\u201ddefault\u201d row_position_tablet=\u201dinherit\u201d row_position_phone=\u201dinherit\u201d overflow=\u201dvisible\u201d pointer_events=\u201dall\u201d][vc_column_inner column_padding=\u201dno-extra-padding\u201d column_padding_tablet=\u201dinherit\u201d column_padding_phone=\u201dinherit\u201d column_padding_position=\u201dall\u201d column_element_direction_desktop=\u201ddefault\u201d column_element_spacing=\u201ddefault\u201d desktop_text_alignment=\u201ddefault\u201d tablet_text_alignment=\u201ddefault\u201d phone_text_alignment=\u201ddefault\u201d background_color_opacity=\u201d1\u2033 background_hover_color_opacity=\u201d1\u2033 column_backdrop_filter=\u201dnone\u201d column_shadow=\u201dnone\u201d column_border_radius=\u201dnone\u201d column_link_target=\u201d_self\u201d overflow=\u201dvisible\u201d gradient_direction=\u201dleft_to_right\u201d overlay_strength=\u201d0.3\u2033 width=\u201d1\/1\u2033 tablet_width_inherit=\u201ddefault\u201d animation_type=\u201ddefault\u201d bg_image_animation=\u201dnone\u201d border_type=\u201dsimple\u201d column_border_width=\u201dnone\u201d column_border_style=\u201dsolid\u201d][vc_column_text css=\u201d\u201d text_direction=\u201ddefault\u201d]<\/p>

    Au cours du projet :<\/h2>\n

    Cette \u00e9tape intervient pendant que vous rassemblez, s\u00e9lectionnez et traitez les \u00e9l\u00e9ments du projet.<\/p>\n

    Gestion active des donn\u00e9es<\/h3>\n

    Voici ce qu'il advient de vos donn\u00e9es au cours du projet de recherche, alors que vous \u00eates encore en train de les collecter et de les traiter. La gestion active des donn\u00e9es est tr\u00e8s importante, car attendre la fin du projet pour g\u00e9rer vos donn\u00e9es peut nuire \u00e0 celui-ci. Cela renvoie \u00e0 l\u2019adoption d\u2019une approche ax\u00e9e sur les donn\u00e9es : la gestion active des donn\u00e9es doit en effet \u00eatre envisag\u00e9e avant m\u00eame le d\u00e9but du projet et constituer un \u00e9l\u00e9ment essentiel de votre plan de gestion des donn\u00e9es (DMP).<\/p>\n

    Analyse des donn\u00e9es<\/h3>\n

    It is important to understand how to analyze the data you will be collecting. One skill that can help you become a better data analyst is understanding the basics of coding, and understanding how automatic analysis tools work. While it is not necessary to be an expert coder, even a small amount of coding knowledge will be useful, and especially knowledge of the underlying theories behind good coding. Data analysis is also an important skill to have, especially when translating across spreadsheets. Being able to analyze and understand where a translation went wrong from spreadsheet to spreadsheet or where a program made a mistake is an important skill that will save you time in the long run. Basic coding can make those translations more efficient, especially using Python and .csv files, but analysis is still necessary to catch mistakes.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner column_margin=\u201ddefault\u201d column_direction=\u201ddefault\u201d column_direction_tablet=\u201ddefault\u201d column_direction_phone=\u201ddefault\u201d top_padding=\u201d75\u2033 top_padding_tablet=\u201d50\u2033 top_padding_phone=\u201d25\u2033 text_align=\u201dleft\u201d row_position=\u201ddefault\u201d row_position_tablet=\u201dinherit\u201d row_position_phone=\u201dinherit\u201d overflow=\u201dvisible\u201d pointer_events=\u201dall\u201d][vc_column_inner column_padding=\u201dno-extra-padding\u201d column_padding_tablet=\u201dinherit\u201d column_padding_phone=\u201dinherit\u201d column_padding_position=\u201dall\u201d column_element_direction_desktop=\u201ddefault\u201d column_element_spacing=\u201ddefault\u201d desktop_text_alignment=\u201ddefault\u201d tablet_text_alignment=\u201ddefault\u201d phone_text_alignment=\u201ddefault\u201d background_color_opacity=\u201d1\u2033 background_hover_color_opacity=\u201d1\u2033 column_backdrop_filter=\u201dnone\u201d column_shadow=\u201dnone\u201d column_border_radius=\u201dnone\u201d column_link_target=\u201d_self\u201d overflow=\u201dvisible\u201d gradient_direction=\u201dleft_to_right\u201d overlay_strength=\u201d0.3\u2033 width=\u201d1\/1\u2033 tablet_width_inherit=\u201ddefault\u201d animation_type=\u201ddefault\u201d bg_image_animation=\u201dnone\u201d border_type=\u201dsimple\u201d column_border_width=\u201dnone\u201d column_border_style=\u201dsolid\u201d][vc_column_text css=\u201d\u201d text_direction=\u201ddefault\u201d]<\/p>

    Apr\u00e8s le projet :<\/h2>\n

    Cette \u00e9tape intervient au cours de la phase de publication, une fois que vous avez atteint les principaux objectifs de votre recherche.<\/p>\n

    Partage des donn\u00e9es<\/h3>\n

    La gestion des donn\u00e9es peut vous aider \u00e0 partager efficacement vos donn\u00e9es. Une bonne planification de la gestion des donn\u00e9es facilite la gestion des licences, des m\u00e9tadonn\u00e9es et des formats normalis\u00e9s, tout en respectant les principes FAIR qui visent \u00e0 favoriser le partage des donn\u00e9es.<\/p>\n

    Les donn\u00e9es ouvertes sont des donn\u00e9es assorties d'une licence autorisant leur r\u00e9utilisation de bonne foi par toute personne qui le souhaite. Les donn\u00e9es ouvertes constituent l'un des moyens les plus simples et les plus efficaces de partage de donn\u00e9es, \u00e0 condition qu'elles soient g\u00e9r\u00e9es correctement, conform\u00e9ment aux normes relatives aux donn\u00e9es et aux m\u00e9tadonn\u00e9es. La recherche et l'utilisation de vos donn\u00e9es ouvertes doivent \u00eatre simples pour les autres.<\/p>\n

    Pourquoi le partage des donn\u00e9es est-il important ?<\/h3>\n

    Le partage des donn\u00e9es profite \u00e0 tous les chercheurs, y compris \u00e0 vous ! Cela permet de r\u00e9duire les d\u00e9penses n\u00e9cessaires pour rendre les donn\u00e9es interop\u00e9rables, de limiter les exp\u00e9riences r\u00e9p\u00e9t\u00e9es (\u00e0 l'exception des \u00e9tudes de reproductibilit\u00e9) \u2013 vous \u00e9vitez ainsi de mener sans cesse les m\u00eames recherches parce que les donn\u00e9es ne sont pas accessibles \u2013 et favorise une meilleure collaboration. Cela am\u00e9liore \u00e9galement l'efficacit\u00e9 et la qualit\u00e9 de la recherche en fournissant un r\u00e9f\u00e9rentiel des meilleures pratiques.<\/p>\n

    This course will touch on all of the most important aspects to help you become the best data manager and early career researcher you can be! Our next module will focus specifically on publishers and funders within the ocean sector.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=\u201dfull_width_background\u201d full_screen_row_position=\u201dmiddle\u201d column_margin=\u201ddefault\u201d column_direction=\u201ddefault\u201d column_direction_tablet=\u201ddefault\u201d column_direction_phone=\u201ddefault\u201d bg_color=\u201d#F3F0EC\u201d scene_position=\u201dcenter\u201d top_padding=\u201d100\u2033 constrain_group_1=\u201dyes\u201d bottom_padding=\u201d100\u2033 left_padding_desktop=\u201d5%\u201d constrain_group_2=\u201dyes\u201d right_padding_desktop=\u201d5%\u201d top_padding_tablet=\u201d75\u2033 constrain_group_3=\u201dyes\u201d bottom_padding_tablet=\u201d75\u2033 top_padding_phone=\u201d50\u2033 constrain_group_5=\u201dyes\u201d bottom_padding_phone=\u201d50\u2033 text_color=\u201ddark\u201d text_align=\u201dleft\u201d row_border_radius=\u201dnone\u201d row_border_radius_applies=\u201dbg\u201d overflow=\u201dvisible\u201d overlay_strength=\u201d0.3\u2033 gradient_direction=\u201dleft_to_right\u201d shape_divider_position=\u201dbottom\u201d bg_image_animation=\u201dnone\u201d gradient_type=\u201ddefault\u201d shape_type=\u201d\u201d][vc_column column_padding=\u201dno-extra-padding\u201d column_padding_tablet=\u201dinherit\u201d column_padding_phone=\u201dinherit\u201d column_padding_position=\u201dall\u201d column_element_direction_desktop=\u201ddefault\u201d column_element_spacing=\u201ddefault\u201d desktop_text_alignment=\u201ddefault\u201d tablet_text_alignment=\u201ddefault\u201d phone_text_alignment=\u201ddefault\u201d background_color_opacity=\u201d1\u2033 background_hover_color_opacity=\u201d1\u2033 column_backdrop_filter=\u201dnone\u201d column_shadow=\u201dnone\u201d column_border_radius=\u201dnone\u201d column_link_target=\u201d_self\u201d column_position=\u201ddefault\u201d gradient_direction=\u201dleft_to_right\u201d overlay_strength=\u201d0.3\u2033 width=\u201d1\/1\u2033 tablet_width_inherit=\u201ddefault\u201d animation_type=\u201ddefault\u201d bg_image_animation=\u201dnone\u201d border_type=\u201dsimple\u201d column_border_width=\u201dnone\u201d column_border_style=\u201dsolid\u201d][vc_column_text css=\u201d\u201d text_direction=\u201ddefault\u201d]<\/p>

    Avant de partir ! Pensez \u00e0 pr\u00e9parer le module suivant :<\/h3>[\/vc_column_text][vc_row_inner column_margin=\u201ddefault\u201d column_direction=\u201ddefault\u201d column_direction_tablet=\u201ddefault\u201d column_direction_phone=\u201ddefault\u201d text_align=\u201dleft\u201d row_position=\u201ddefault\u201d row_position_tablet=\u201dinherit\u201d row_position_phone=\u201dinherit\u201d overflow=\u201dvisible\u201d pointer_events=\u201dall\u201d][vc_column_inner column_padding=\u201dno-extra-padding\u201d column_padding_tablet=\u201dinherit\u201d column_padding_phone=\u201dinherit\u201d column_padding_position=\u201dall\u201d column_element_direction_desktop=\u201ddefault\u201d column_element_spacing=\u201ddefault\u201d desktop_text_alignment=\u201ddefault\u201d tablet_text_alignment=\u201ddefault\u201d phone_text_alignment=\u201ddefault\u201d background_color_opacity=\u201d1\u2033 background_hover_color_opacity=\u201d1\u2033 column_backdrop_filter=\u201dnone\u201d column_shadow=\u201dnone\u201d column_border_radius=\u201dnone\u201d column_link_target=\u201d_self\u201d overflow=\u201dvisible\u201d gradient_direction=\u201dleft_to_right\u201d overlay_strength=\u201d0.3\u2033 width=\u201d5\/6\u2033 tablet_width_inherit=\u201ddefault\u201d animation_type=\u201ddefault\u201d bg_image_animation=\u201dnone\u201d border_type=\u201dsimple\u201d column_border_width=\u201dnone\u201d column_border_style=\u201dsolid\u201d][vc_column_text css=\u201d\u201d text_direction=\u201ddefault\u201d]What do you think is the most important part of the research lifecycle? How does this connect more broadly to data, and are there any connections you\u2019d like to explore in more detail?[\/vc_column_text][nectar_cta btn_style=\u201dbasic\u201d heading_tag=\u201dh5\u2033 button_color=\u201dextra-color-1\u2033 button_color_hover=\u201d#B44350\u2033 text_color=\u201d#F9F8F6\u2033 text_color_hover=\u201d#F9F8F6\u2033 button_border_thickness=\u201d0px\u201d link_type=\u201dregular\u201d alignment=\u201dleft\u201d alignment_tablet=\u201ddefault\u201d alignment_phone=\u201ddefault\u201d constrain_group_3=\u201dyes\u201d constrain_group_4=\u201dyes\u201d display=\u201dinline\u201d display_tablet=\u201dinherit\u201d display_phone=\u201dinherit\u201d icon_family=\u201dnone\u201d link_text=\u201dSee module 6\u2033 padding_top=\u201d22\u2033 padding_bottom=\u201d22\u2033 padding_left=\u201d32\u2033 padding_right=\u201d32\u2033 margin_top=\u201d15\u2033 url=\u201d\/ressource\/module-6-ocean-publishers-and-funders\/\u201d margin_right=\u201d15\u2033][nectar_cta btn_style=\u201dbasic\u201d heading_tag=\u201dh5\u2033 button_color=\u201dextra-color-1\u2033 button_color_hover=\u201d#B44350\u2033 text_color=\u201d#F9F8F6\u2033 text_color_hover=\u201d#F9F8F6\u2033 button_border_thickness=\u201d0px\u201d link_type=\u201dregular\u201d alignment=\u201dleft\u201d alignment_tablet=\u201ddefault\u201d alignment_phone=\u201ddefault\u201d constrain_group_3=\u201dyes\u201d constrain_group_4=\u201dyes\u201d display=\u201dinline\u201d display_tablet=\u201dinherit\u201d display_phone=\u201dinherit\u201d icon_family=\u201dnone\u201d link_text=\u201dSee all modules\u201d padding_top=\u201d22\u2033 padding_bottom=\u201d22\u2033 padding_left=\u201d32\u2033 padding_right=\u201d32\u2033 margin_top=\u201d15\u2033 url=\u201d\/7-ocean-data-things-course\/#modules\/\u201d][\/vc_column_inner][vc_column_inner column_padding=\u201dno-extra-padding\u201d column_padding_tablet=\u201dinherit\u201d column_padding_phone=\u201dinherit\u201d column_padding_position=\u201dall\u201d column_element_direction_desktop=\u201ddefault\u201d column_element_spacing=\u201ddefault\u201d desktop_text_alignment=\u201ddefault\u201d tablet_text_alignment=\u201ddefault\u201d phone_text_alignment=\u201ddefault\u201d background_color_opacity=\u201d1\u2033 background_hover_color_opacity=\u201d1\u2033 column_backdrop_filter=\u201dnone\u201d column_shadow=\u201dnone\u201d column_border_radius=\u201dnone\u201d column_link_target=\u201d_self\u201d overflow=\u201dvisible\u201d gradient_direction=\u201dleft_to_right\u201d overlay_strength=\u201d0.3\u2033 width=\u201d1\/6\u2033 tablet_width_inherit=\u201ddefault\u201d animation_type=\u201ddefault\u201d bg_image_animation=\u201dnone\u201d border_type=\u201dsimple\u201d column_border_width=\u201dnone\u201d column_border_style=\u201dsolid\u201d][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row]","protected":false},"featured_media":1590,"template":"","meta":{"_acf_changed":false,"inline_featured_image":false},"resource-type":[55],"class_list":["post-1525","ressource","type-ressource","status-publish","has-post-thumbnail","resource-type-7-ocean-data-things"],"acf":[],"_links":{"self":[{"href":"https:\/\/cioosatlantic.enconstruction.website\/fr\/wp-json\/wp\/v2\/ressource\/1525","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cioosatlantic.enconstruction.website\/fr\/wp-json\/wp\/v2\/ressource"}],"about":[{"href":"https:\/\/cioosatlantic.enconstruction.website\/fr\/wp-json\/wp\/v2\/types\/ressource"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cioosatlantic.enconstruction.website\/fr\/wp-json\/wp\/v2\/media\/1590"}],"wp:attachment":[{"href":"https:\/\/cioosatlantic.enconstruction.website\/fr\/wp-json\/wp\/v2\/media?parent=1525"}],"wp:term":[{"taxonomy":"resource-type","embeddable":true,"href":"https:\/\/cioosatlantic.enconstruction.website\/fr\/wp-json\/wp\/v2\/resource-type?post=1525"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}