cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/02t-1rj-3cf
title: Cyphastrea japonica Yabe & Sugiyama, 1932

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cq8-7ms-99m
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n2w-3zg-zf5
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f2h-sl0-jdq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g1v-8v0-3ld
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m58-h5y-q19
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/etq-kdd-0hm
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x2v-bkq-2dm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nhc-n55-8vs
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qq1-4mz-cht
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e08-nsa-qwv
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pxj-9qy-1bb
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/08r-7hk-9g3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vc8-gpj-e9r
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8hp-2lc-3ah
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/knf-86g-0cd
title: †Orbiculoidea d'Orbigny, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/62f-w12-6lx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/as5-pr4-fbz
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g4e-t2y-lvq
title: †Phricodothyris George, 1932

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hn7-98y-qxv
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jda-4nc-9p7
title: Cassidulus Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nyn-yhs-94a
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pek-qzx-zy8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gr2-l26-x3c
title: †Plotocrinus Peck, 1943

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pyn-rwf-cwm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ra8-2qh-f0f
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/622-57d-s6w
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k7v-4a7-9fh
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1fe-w1h-dl4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/592-sbd-dts
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c01-1qm-1jm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ryf-7m2-kw9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l44-22s-nk7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/645-5mp-07l
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x3q-s1f-trg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cla-stf-y9m
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mfs-4yv-4cn
title: †Linoproductus Chao, 1927

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7tg-ga3-xlw
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mdg-y15-e2z
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pxz-kgl-jy2
title: Hexaprotodon Falconer & Cautley, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s2g-vqb-z2k
title: †Heteralosia King, 1938

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s5r-ry5-bhl
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nzj-hyv-xs0
title: †Linoproductus Chao, 1927

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w8t-wq4-hph
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lk8-29a-45z
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nj1-mg5-yx7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d14-zcw-bce
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pqq-l7l-pkx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q94-zmq-pba
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dvk-m3h-65x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y3j-32x-p89
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ck0-jlh-qa0
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z6q-6wr-dbr
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ktj-ga1-0gc
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lrm-f9q-tys
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sva-9c5-jvd
title: †Productus Sowerby, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dby-0zp-4n1
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mm9-ry9-jst
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/35d-7ez-fcd
title: Coeloceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.zygnep
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amathia verticillata",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011803-250811113504898/datasets/export for details.
DOI: 10.3535/jzc-yk6-jdl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l7r-lrs-qkr
title: †Astartella vera J. Hall, 1858

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l7g-m1a-n5c
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ttn-q76-10x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0sh-nhs-ccg
title: †Cytherella gruendeli Weaver, 1982

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z86-2hs-sk9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6rv-1az-422
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eth-fwg-rc0
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dl5-hsf-nfn
title: †Pygaster L. Agassiz, 1835

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vbd-dsv-ym7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.d8aa4f
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amathia verticillata",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 75 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011804-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/hc5-2r4-h16
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9m8-gt7-31x
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w41-bk3-fvd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0mp-kwm-9zj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/52x-1h3-lp3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.yfck4p
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amathia verticillata",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 180 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011805-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/r2y-l76-d59
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j4e-h6x-xsk
title: Rusa C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d8p-wpl-vpn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tej-tc9-1j4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1dj-vnl-h2t
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kz8-1tr-jsa
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v1k-hrw-mw7
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y77-c25-maz
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ewx-5t1-7eq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.27862080
title: Data and analysis code of "Tropical Pacific Zonal Temperature Gradient Intensified by the Projected Tibetan Plateau Surface Darkening"

description: Attached please find the data and analysis code of "Tropical Pacific Zonal Temperature Gradient Intensified by the Projected Tibetan Plateau Surface Darkening"Please cite the article if you want to use these data and analysis code ( Tang, S., Piao, S., Cai, W., Wang, T., Li, L. Z. X., Wang, K., et al. (2025). Tropical Pacific zonal temperature gradient intensified by the Tibetan Plateau surface darkening. <i>Geophysical Research Letters</i>, 52, e2025GL117253. https://doi.org/10.1029/2025GL117253 )Above data and analysis codes include:1) brewermap.m: generate the colormap of each figure.2) alb2D_modis_03_18_rcp85.nc and alb2D_modis_2003_2018.nc: the boundary conditions of the albedo map which use in CESM experiments.3) MaskTP_HF.mat and TPBoundary_HF.zip: the mask and shp file of Tibetan Plateau.4) slim_couple_ctr_02.cam.h0.0001-01.nc and slim_couple_ctr_02.pop.h.nday1.0001-01-01.nc: provide the latitude and longitude information.5) SeasonResults_CESM.mat and SeasonResults_AGCM.mat: seasonal (MAM, JJA, SON, DJF) results derived from CESM and AGCM experiments.6) GlobalResults.mat: annual mean results derived from CESM experiments.7) Figshare_ENSO.m: Matlab file for drawing the main figures (with Chinese notes).If you have any questions or suggestions, please contact shuchangtang@pku.edu.cn
DOI: 10.6084/m9.figshare.27862080.v1
title: Data and analysis code of "Tropical Pacific Zonal Temperature Gradient Intensified by the Projected Tibetan Plateau Surface Darkening"

description: Attached please find the data and analysis code of "Tropical Pacific Zonal Temperature Gradient Intensified by the Projected Tibetan Plateau Surface Darkening"Please cite the article if you want to use these data and analysis code ( Tang, S., Piao, S., Cai, W., Wang, T., Li, L. Z. X., Wang, K., et al. (2025). Tropical Pacific zonal temperature gradient intensified by the Tibetan Plateau surface darkening. <i>Geophysical Research Letters</i>, 52, e2025GL117253. https://doi.org/10.1029/2025GL117253 )Above data and analysis codes include:1) brewermap.m: generate the colormap of each figure.2) alb2D_modis_03_18_rcp85.nc and alb2D_modis_2003_2018.nc: the boundary conditions of the albedo map which use in CESM experiments.3) MaskTP_HF.mat and TPBoundary_HF.zip: the mask and shp file of Tibetan Plateau.4) slim_couple_ctr_02.cam.h0.0001-01.nc and slim_couple_ctr_02.pop.h.nday1.0001-01-01.nc: provide the latitude and longitude information.5) SeasonResults_CESM.mat and SeasonResults_AGCM.mat: seasonal (MAM, JJA, SON, DJF) results derived from CESM and AGCM experiments.6) GlobalResults.mat: annual mean results derived from CESM experiments.7) Figshare_ENSO.m: Matlab file for drawing the main figures (with Chinese notes).If you have any questions or suggestions, please contact shuchangtang@pku.edu.cn
DOI: 10.15468/dl.jfwbgk
title: Occurrence Download

description: A dataset containing 4180 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocanthemum scoparium"
 ]
}

 The dataset includes 4180 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014585-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84tyu4
title: Occurrence Download

description: A dataset containing 200112 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Blastania cerasiformis, Salvia dorrii, Hieracium corsicola, Hieracium pseudodulacianum, Calytrix violacea, Pseudognaphalium gayanum, Mostacillastrum gracile, Gelasia sandrasica, Desmodium cajanifolium, Xenostegia tridentata, Bruguiera gymnorhiza, Desmodium cinereum, Marah oregana, Chascanum pinnatifidum, Caldesia parnassifolia, Phleum crypsoides, Erycina echinata, Causonis trifolia, Gelasia callosa, Gagea graeca, Micromeria benthamii, Bajacalia crassifolia, Micromeria mahanensis, Tanacetum aureum, Scolopia mundii, Lasiacis ruscifolia, Schouwia purpurea, Micromeria weilleri, Scleroschoenus arthrostyloides, Stenocereus alamosensis, Symphyotrichum defoliatum, Eriosyce subgibbosa, Berzelia arachnoidea, Anaxeton laeve, Asplenium braithwaitei, Stenocereus quevedonis, Streptanthus cooperi, Symphyotrichum glabrifolium, Eucalyptus arcana, Vachellia dyeri, Thymus willdenowii, Limnophila fragrans, Cochemiea albicans, Erepsia patula, Hexaphylla hirta, Stipagrostis sokotrana, Cochemiea dioica, Apatelantha albicans, Filago germanica, Hilaria belangeri, Funastrum arenarium, Cochemiea boolii, Stipagrostis scoparia, Trymalium litorale, Bouteloua radicosa, Listia subulata, Leucosphaera bainesii, Serapicamptis myrtoa, Centrolepis glabra, Phycella germainii, Potentilla parryi, Cuscuta epithymum, Serapicamptis adulterina, Androcalva microphylla, Muehlenbeckia fruticulosa, Androcalva pulchella, Fimbristylis quinquangularis, Searsia gueinzii, Crassula atropurpurea, Torilis africana, Bouteloua multifida, Minuartia tchihatchewii, Potentilla sericata, Cirsium alsophilum, Torilis nodosa, Brickellia grandiflora, Cirsium quercetorum, Justicia petiolaris, Omalotheca caucasica, Eriosema grandiflorum, Odontitella virgata, Omalotheca norvegica, Lomatium howellii, Hosackia pinnata, Sloanea terniflora, Scleranthus fasciculatus, Leptosiphon bolanderi, Dasylirion graminifolium, Aspalathus perfoliata, Prostanthera sericea, Moraea fistulosa, Senecio laceratus, Myriocephalus occidentalis, Senecio bipinnatisectus, Geochloa lupulina, Omalotheca roeseri, Pentanema orientale, Dactylorhiza euxina, Sarcocapnos enneaphylla, Moraea barnardiella)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 200112 records from 1895 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014572-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17328701
title: Word Trade. Comercio Exterior. Arancel 8427. Carretillas

description: Este archivo describe el comercio exterior de Carretillas según datos diponibles con detalle mensual desde 2001 01 hasta 2025 04

Incluye importaciones, exportaciones; y cada una de ellas en tres tipos de datos, según la disponibilidad y unidades de la información recopilada de trademap.org

 

Flujo total, la suma de la masa física de las mercancias agragada en un mismo tipo de unidad.

Valor Total,la suma en unidades de1.000 dolares corrientes de Estados Unidos de América

Valor Unitario, la division del valor total en le flujo total en la unidad disponible

 

Es de anotar que las unidades de medicion peden cambiar entre periodos.

El código arancelario usado es de 4 cifras junto a la descripción de la clasificación.

 

La hoja"A" contiene las convencines de color y de accino para cada una de las hojas

La hoja "0" entre las columnas "A hasta H" contine

A: País

B: Rol del Pais importador, o exportador

C: Tipo: Variable de la que trata la fila segun la "unidad de medida" correspondiente

-Flujo Total: Volumen, masa, total de mercancias

-Valor total: Cantidad económica de la transacción en miles de dóllares corrientes de EUA, 1000 USDC

-Valor unitario: Promedio de dóllares corrientes de EUA para una sola unidad de volumen o masa

D: Código.2: Codificación arancelaria de 2 cifras

E: Arancel.2: Nombre del renglón aracncelaria del "Código.2"

F: Código.4: Codificación arancelaria de 4 cifras

G: Arancel.4: Nombre del renglón aracncelaria del "Código.4"

H: Unidad de Medida de la Fila

Columnas I-KN: Datos de transacciones comerciales segun el encabezado del año y mes, pe año 2005 mes 3 "2005-03"

Columnas KL a CAA: Estadisticas calculadas para cada grupo de meses o años y autocorrelacion y correlacion contar el incremento de timepo

 

Hoja "1": Dato centrado cuándo no es cero o vacio: dato menos la media de los datos no ceros o no vacios

Hoja "2": Dato estandarizado: dato centrado dividido en la desviación estandar con datos no cero o no vacios

Hoja "3": Datos en la escala estandarizada de "-1 hasta +1" con datos no cero o no vacios

Hoja "4": Dato actual dividido en el dato anterior

Hoja "5": Dato actual menos el dato anterior, todo dividido en el dato anterior; incremento proporcional a la base

Hoja "6": Primera diferencia: dato menos dato anterior

Hoja "7": Seguda difrencia: Primera diferencia actual menos primera diferencia del periodo anterior: dato actual menos 2 veces el dato anterior más 2 vez el dato de hhace dos periodos

Hoja "8": Tercera difrencia: Segunda diferencia actua menos segunad difrencia anterior. Dato menos 3 veces el dato del periodo anterior más 3 veces el dato de hace dos periorodos menso 1 dato de hace 3 periodos

Hoja "9": Diferencia con el dato de hace 12 meses

 

Este trabajo es posible al proyecto de investigacion con recursos en especie de la Universidad Distrital "Francisco José de Caldas" llamado "Comercio Exterior 2002 a 2025" del Grupo de investigacion Armónico por Wilson Alexander Pinzón Rueda, en el programa de Ingeniería de Producción por Ciclos Propedéiticos de la Facultad Tecnológica