Carga, descarga y limpieza de datos de diferentes fuentes dentro del Perú
Los asteriscos hacen referencia a texto
Formato:
map_: Informacion geografica (archivos .shp o .sf)- Primer
*_: Fuente información o referencia a que tipo de información geográfica - Segundo
*_: Nivel de información geografica
Datos:
Para
map_ana_*(temporalmente no disponible), no cargar directamente el archivo sino filtar primero y guardarlo en un objeto (si su computadora no tiene mucha ram)
map_peru_peru: Límites geográficos del Perúmap_peru_depa: Límites geográficos a nivel departamentalmap_peru_prov: Límites geográficos a nivel provincialmap_peru_dist: Límites geográficos a nivel distritalmap_ana_cuencas: Cuencas del Perúmap_ana_microcuencas: Microcuencas del Perú
igp: Información de terremotos en el Perúubigeo_peru: Ubigeo del Perúcovid_casos_fallecidos: Datos de casos positivos de covid y fallecidos, por departamento, provincia, distrito, sexo y otros.covid_link: Links de las base de datos de covid en el Perú
Pueden soportar muchas encuestas a la vez.
Formato *_*()
- Primer
*_: Fuente de base de datos *: Indentificador de la función (puede ser subinformacion de la fuente de datos)(): Elementos identificadores
bcrp_get(): Descarga y transforma los datos del BCRP (links) a un formato legible (tidy)- Se recomienda almacenar en un objeto
inei_enaho(): Descarga y ordena los archivos principales (.dta, .csv, .sav) por modulos y años, en la siguiente direccion: “enaho/solo-data”inei_endes(): Descarga y ordena los archivos principales (.csv, .sav) por modulos y años, en la siguiente direccion: “endes/solo-data”covid_last_casos_fallecidos(): Descarga la ultima actualizadion disponible de datos de covid para casos positivos y fallecidos por el covid y limpia la base de datos guardandola en una carpeta.- Ver
PeruData::covid_casos_fallecidos
- Ver
clean_sf(): Reduce y elimina caracteres espaciales del archivo (.shp, .geojson, .sf)get_centroid(): Agrega 2 columnas (x, y) del posicionamiento del centroide de un archivo espacialbcrp_table(): Funcion auxiliar parabcrp_get()enaho_clean(): Para base de datos de Inei-enaho, limpieza de columnas como el formato de las mismas, ademas de colocar la informacion geografica (departamento, provincia, distrito)tidy_text(): Funcion para eliminar characteres especiales del español y dar un formato adecuado a losstrings
#install.packages("remotes")
remotes::install_github('TJhon/PeruData')
library(PeruData)Resumen video
Contacto: github.com/tjhon
Click para mostrar
- Inei
- Cenagro
- Censo
- ENAPRES
- MINEDU
- Censo escolar
- Colegios del peru
- MINSA
- Covid
- Cargar datos
- Actualizar datos (
r-julia-lang(menos recursos de la computadora) )
- Covid
- MEF
- Consulta amigable, Python-selenium Error, not support to scrapping.
Ejemplo Pasado
head(PeruData::map_peru_depa)## depa x_center y_center
## 1 amazonas -78.05514 -5.069249
## 2 ancash -77.67035 -9.406186
## 3 apurimac -72.97566 -14.027979
## 4 arequipa -72.47755 -15.843571
## 5 ayacucho -74.08433 -14.085837
## 6 cajamarca -78.74595 -6.431855
## geometry
## 1 -77.695959, -77.712703, -77.723325, -77.743035, -77.751362, -77.768451, -77.749011, -77.750833, -77.765365, -77.770638, -77.771570, -77.759638, -77.757113, -77.765762, -77.749861, -77.751676, -77.744456, -77.736891, -77.738919, -77.752606, -77.754365, -77.767256, -77.773707, -77.775148, -77.765906, -77.759359, -77.761711, -77.772242, -77.760741, -77.770355, -77.763929, -77.746138, -77.726416, -77.694813, -77.681527, -77.677883, -77.683430, -77.672566, -77.663294, -77.651891, -77.659914, -77.671246, -77.669225, -77.660626, -77.649248, -77.639140, -77.622081, -77.616237, -77.597708, -77.593456, -77.597974, -77.586200, -77.565133, -77.554735, -77.542228, -77.533809, -77.518844, -77.509752, -77.489758, -77.487309, -77.478615, -77.466750, -77.455301, -77.434463, -77.421847, -77.419305, -77.395498, -77.380500, -77.360450, -77.351216, -77.346428, -77.332411, -77.316873, -77.301206, -77.290003, -77.281533, -77.272876, -77.253827, -77.245203, -77.222985, -77.212125, -77.202567, -77.219093, 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head(PeruData::map_peru_prov)## depa prov x_center y_center
## 1 amazonas chachapoyas -77.77303 -6.436945
## 2 amazonas bagua -78.40276 -5.087290
## 3 amazonas bongara -77.87301 -5.683168
## 4 amazonas condorcanqui -78.03858 -4.166353
## 5 amazonas luya -78.07781 -6.323097
## 6 amazonas rodriguez de mendoza -77.45438 -6.373054
## geometry
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## 5 -77.890949, -77.895414, -77.897654, -77.904297, -77.903457, -77.910258, -77.902031, -77.902824, -77.913994, -77.917949, -77.925797, -77.934205, -77.942012, -77.941275, -77.935920, -77.936316, -77.927185, -77.931994, -77.919889, -77.905781, -77.905467, -77.884840, -77.872244, -77.877242, -77.862584, -77.859211, -77.863238, -77.851408, -77.832318, -77.827268, -77.830359, -77.822935, -77.811152, -77.813969, -77.804535, -77.797690, -77.798300, -77.803160, -77.810990, -77.822960, -77.827020, -77.835360, -77.850600, -77.866130, -77.892815, -77.897638, -77.905073, -77.906881, -77.919483, -77.939142, -77.941833, -77.965735, -77.972308, -78.001025, -78.008861, -78.027820, -78.035869, -78.038161, -78.046677, -78.045985, -78.058195, -78.074567, -78.081283, -78.094308, -78.107599, -78.103673, -78.107482, -78.120312, -78.119555, -78.137100, -78.136028, -78.150660, -78.152181, -78.164365, -78.173043, -78.177094, -78.185756, -78.190029, -78.209986, -78.218063, -78.221879, -78.241206, -78.241931, -78.255151, -78.277932, -78.289015, -78.299518, -78.319004, -78.333735, -78.335386, -78.347742, -78.356419, -78.360368, -78.369963, -78.372206, -78.370089, -78.380256, -78.401617, -78.418986, -78.419728, -78.400123, -78.389406, -78.373064, -78.367688, -78.370000, -78.368116, -78.349723, -78.327226, -78.314313, -78.303776, -78.291402, -78.265391, -78.249083, -78.223718, -78.214045, -78.206842, -78.197435, -78.164332, -78.172411, -78.164594, -78.154414, -78.135882, -78.144983, -78.136908, -78.138797, -78.130805, -78.127369, -78.074453, -78.082639, -78.077045, -78.078795, -78.060791, -78.050306, -78.017602, -77.982080, -77.973816, -77.964527, -77.952178, -77.940822, -77.934506, -77.931068, -77.911391, -77.903922, -77.890949, -6.102691, -6.111424, -6.137943, -6.146190, -6.169113, -6.181691, -6.199348, -6.208074, -6.221311, -6.236602, -6.248352, -6.250346, -6.268826, -6.283496, -6.286076, -6.316365, -6.329393, -6.336139, -6.368502, -6.367850, -6.380461, -6.408643, -6.416941, -6.426107, -6.445498, -6.464121, -6.473232, -6.508980, -6.532078, -6.547006, -6.567453, -6.581805, -6.614076, -6.633590, -6.644149, -6.676570, -6.695570, -6.707070, -6.706740, -6.715510, -6.726310, -6.732890, -6.727480, -6.728450, -6.734124, -6.720992, -6.714525, -6.702228, -6.690257, -6.693748, -6.702975, -6.712401, -6.717669, -6.721212, -6.742965, -6.745910, -6.743241, -6.725965, -6.702731, -6.691591, -6.676150, -6.672544, -6.655185, -6.657320, -6.642332, -6.634299, -6.618210, -6.599415, -6.574643, -6.563682, -6.526302, -6.512177, -6.499826, -6.490801, -6.494176, -6.474420, -6.471105, -6.457016, -6.458030, -6.446948, -6.429713, -6.410475, -6.404210, -6.394783, -6.388961, -6.374981, -6.375380, -6.357017, -6.350978, -6.318680, -6.298544, -6.295433, -6.280384, -6.271084, -6.252578, -6.239084, -6.230738, -6.225973, -6.205715, -6.188425, -6.180838, -6.171436, -6.169783, -6.146861, -6.136719, -6.108618, -6.086870, -6.080004, -6.079844, -6.085038, -6.065146, -6.062991, -6.058035, -6.061551, -6.055286, -6.039015, -6.031334, -6.017267, -5.994148, -5.985576, -5.963814, -5.958921, -5.945687, -5.928242, -5.911699, -5.902561, -5.916176, -5.920373, -5.933678, -5.943850, -5.954121, -5.972908, -5.977174, -5.974957, -5.968467, -5.973689, -5.991475, -6.022246, -6.036904, -6.039566, -6.052627, -6.068939, -6.092084, -6.102691
## 6 -77.197275, -77.169083, -77.170791, -77.160612, -77.132725, -77.132303, -77.146583, -77.149412, -77.171733, -77.193194, -77.208236, -77.221456, -77.233470, -77.241276, -77.243653, -77.254671, -77.260008, -77.279926, -77.286660, -77.285753, -77.280983, -77.282549, -77.275514, -77.273159, -77.298029, -77.304602, -77.326357, -77.332850, -77.330483, -77.335152, -77.344847, -77.360955, -77.378676, -77.383916, -77.393870, -77.425741, -77.436149, -77.435654, -77.423693, -77.407656, -77.404986, -77.397728, -77.381733, -77.400135, -77.407146, -77.418658, -77.437360, -77.454659, -77.475482, -77.489421, -77.517175, -77.520617, -77.534969, -77.544074, -77.561142, -77.563698, -77.575779, -77.583903, -77.612337, -77.626664, -77.643253, -77.655873, -77.666545, -77.682748, -77.691377, -77.706185, -77.708035, -77.726178, -77.731210, -77.728844, -77.735295, -77.732605, -77.744080, -77.743518, -77.752263, -77.744323, -77.731123, -77.709833, -77.708669, -77.699028, -77.670045, -77.624175, -77.623463, -77.617574, -77.598549, -77.589010, -77.567883, -77.554808, -77.540131, -77.527696, -77.529760, -77.515300, -77.501331, -77.482621, -77.469812, -77.479946, -77.499768, -77.495495, -77.499717, -77.509380, -77.505469, -77.509921, -77.522163, -77.533809, -77.518844, -77.509752, -77.489758, -77.487309, -77.478615, -77.466750, -77.455301, -77.434463, -77.421847, -77.419305, -77.395498, -77.380500, -77.360450, -77.351216, -77.346428, -77.332411, -77.316873, -77.301206, -77.290003, -77.281533, -77.253827, -77.245203, -77.222985, -77.212125, -77.202567, -77.219093, -77.212419, -77.197275, -6.233420, -6.255014, -6.265199, -6.269445, -6.302421, -6.322551, -6.351113, -6.358939, -6.381170, -6.381524, -6.375184, -6.381133, -6.359932, -6.352640, -6.338120, -6.336450, -6.327706, -6.327884, -6.331023, -6.347051, -6.363072, -6.373336, -6.384731, -6.406531, -6.425489, -6.451323, -6.468027, -6.491462, -6.497493, -6.522329, -6.547229, -6.565068, -6.567434, -6.573378, -6.602688, -6.602494, -6.605217, -6.618070, -6.638062, -6.646332, -6.663054, -6.669349, -6.697589, -6.708453, -6.726775, -6.708076, -6.700986, -6.681688, -6.683629, -6.675620, -6.673628, -6.679537, -6.674035, -6.676996, -6.654612, -6.644085, -6.634531, -6.634627, -6.612261, -6.612740, -6.604576, -6.603662, -6.578261, -6.579050, -6.586089, -6.581590, -6.559191, -6.552056, -6.502088, -6.494119, -6.468332, -6.453146, -6.440139, -6.420665, -6.403552, -6.384573, -6.375795, -6.353171, -6.341403, -6.335595, -6.339824, -6.306130, -6.289709, -6.280756, -6.292560, -6.304418, -6.309463, -6.302578, -6.287454, -6.258959, -6.245708, -6.225038, -6.215687, -6.191897, -6.182349, -6.169634, -6.153002, -6.141440, -6.128309, -6.118729, -6.108866, -6.086495, -6.084169, -6.063371, -6.055943, -6.032496, -6.028860, -6.011169, -6.000895, -6.012155, -6.034448, -6.060412, -6.049208, -6.032381, -6.039377, -6.079986, -6.072188, -6.090192, -6.114341, -6.112182, -6.125551, -6.133131, -6.133131, -6.141718, -6.138510, -6.147474, -6.146896, -6.160832, -6.182026, -6.195732, -6.214186, -6.233420
head(PeruData::map_peru_dist)## depa prov dist
## 1 huanuco puerto inca codo del pozuzo
## 2 huanuco puerto inca tournavista
## 3 ucayali padre abad alexander von humboldt
## 4 ucayali padre abad irazola
## 5 ucayali padre abad neshuya
## 6 ucayali padre abad padre abad
## geometry
## 1 -75.313330, -75.289840, -75.277748, -75.271973, -75.258088, -75.245752, -75.222168, -75.209328, -75.184973, -75.175885, -75.184602, -75.191094, -75.206680, -75.208541, -75.199135, -75.196594, -75.178527, -75.173219, -75.183383, -75.190963, -75.202387, -75.212572, -75.234191, -75.308723, -75.329682, -75.331086, -75.327018, -75.310639, -75.297611, -75.292635, -75.282617, -75.275822, -75.288224, -75.306092, -75.325208, -75.369356, -75.399596, -75.411182, -75.408964, -75.395655, -75.414436, -75.422916, -75.441741, -75.450803, -75.453696, -75.464367, -75.467100, -75.474553, -75.484522, -75.509729, -75.518946, -75.537102, -75.548379, -75.560740, -75.560382, -75.590392, -75.592273, -75.594312, -75.612615, -75.626246, -75.629928, -75.649224, -75.672754, -75.685354, -75.697467, -75.709303, -75.726819, -75.740236, -75.752709, -75.753035, -75.761408, -75.754539, -75.752926, -75.743568, -75.716283, -75.714400, -75.715912, -75.724545, -75.720947, -75.711471, -75.714547, -75.712318, -75.716613, -75.713883, -75.709769, -75.699008, -75.688652, -75.677590, -75.678436, -75.668748, -75.660939, -75.649086, -75.633631, -75.627717, -75.629177, -75.616660, -75.607575, -75.600660, -75.582202, -75.562473, -75.538267, -75.517959, -75.509668, -75.487793, -75.481406, -75.456255, -75.451968, -75.428087, -75.418494, -75.402253, -75.392327, -75.372154, -75.348429, -75.334057, -75.319029, -75.313330, -9.301538, -9.312123, -9.307014, -9.318514, -9.323064, -9.322666, -9.335787, -9.351318, -9.367594, -9.378680, -9.417477, -9.437299, -9.472799, -9.490154, -9.515688, -9.531219, -9.539957, -9.546195, -9.559932, -9.596633, -9.608818, -9.612723, -9.628609, -9.700316, -9.729611, -9.743963, -9.756315, -9.774672, -9.794262, -9.816171, -9.830489, -9.849764, -9.870700, -9.871870, -9.876910, -9.870833, -9.878456, -9.888426, -9.902826, -9.913960, -9.937853, -9.943566, -9.936258, -9.943758, -9.955768, -9.965969, -9.988369, -9.992175, -9.982049, -9.978488, -9.981662, -9.979959, -9.984415, -9.970113, -9.964136, -9.955588, -9.951962, -9.944515, -9.945234, -9.941626, -9.946531, -9.948227, -9.940149, -9.917472, -9.913229, -9.915804, -9.903921, -9.883899, -9.883517, -9.868795, -9.856443, -9.842063, -9.816982, -9.805707, -9.802305, -9.791281, -9.765674, -9.740000, -9.709477, -9.690772, -9.668490, -9.655174, -9.633350, -9.612500, -9.596627, -9.580408, -9.578248, -9.560061, -9.547199, -9.509594, -9.500369, -9.474014, -9.450166, -9.419281, -9.410857, -9.414076, -9.407116, -9.413813, -9.402800, -9.401185, -9.393375, -9.382167, -9.383148, -9.372650, -9.359672, -9.325000, -9.296344, -9.296357, -9.292606, -9.301958, -9.300398, -9.310230, -9.302918, -9.288765, -9.293660, -9.301538
## 2 -74.616295, -74.621414, -74.624215, -74.636383, -74.644311, -74.649453, -74.650793, -74.647802, -74.651080, -74.661710, -74.669164, -74.658120, -74.656737, -74.651366, -74.657058, -74.678094, -74.671865, -74.640709, -74.636539, -74.640977, -74.639565, -74.626969, -74.624467, -74.615295, -74.606621, -74.624359, -74.647797, -74.673973, -74.696625, -74.700279, -74.721252, -74.745086, -74.755012, -74.758897, -74.767533, -74.775223, -74.787141, -74.793969, -74.819443, -74.830230, -74.830902, -74.837049, -74.830346, -74.816926, -74.807463, -74.809717, -74.816170, -74.827170, -74.825223, -74.831283, -74.845076, -74.863625, -74.883705, -74.897873, -74.923965, -74.947975, -74.962738, -74.979049, -74.984611, -75.004318, -75.024320, -75.044098, -75.057922, -75.091690, -75.113893, -75.134133, -75.148994, -75.165070, -75.178947, -75.199127, -75.208314, -75.204902, -75.196073, -75.194886, -75.176379, -75.165635, -75.175709, -75.174526, -75.159887, -75.140094, -75.126748, -75.120105, -75.133089, -75.129803, -75.120504, -75.108425, -75.117621, -75.120102, -75.122592, -75.109034, -75.097342, -75.071245, -75.066394, -75.049993, -75.028911, -75.022171, -75.008032, -75.005002, -74.978981, -74.954472, -74.940712, -74.911313, -74.905609, -74.859627, -74.858582, -74.858842, -74.854949, -74.847596, -74.804420, -74.792861, -74.769730, -74.761441, -74.759697, -74.739119, -74.732697, -74.708084, -74.706687, -74.702529, -74.699412, -74.689070, -74.681995, -74.694876, -74.695818, -74.694861, -74.692082, -74.674676, -74.661601, -74.657140, -74.645166, -74.640357, -74.616295, -8.827945, -8.845570, -8.888727, -8.912252, -8.918783, -8.963313, -8.971179, -8.989572, -8.999826, -9.003830, -9.020257, -9.041101, -9.043909, -9.048768, -9.068599, -9.094039, -9.110542, -9.118564, -9.125511, -9.141801, -9.159682, -9.197051, -9.215563, -9.237984, -9.248240, -9.259910, -9.263606, -9.251727, -9.234154, -9.223404, -9.203748, -9.184895, -9.180840, -9.171064, -9.168783, -9.143897, -9.138078, -9.142307, -9.142889, -9.135377, -9.117488, -9.109904, -9.094606, -9.091777, -9.076358, -9.047945, -9.032801, -9.040516, -9.048475, -9.059549, -9.059307, -9.069430, -9.072141, -9.093881, -9.113496, -9.117934, -9.106955, -9.105400, -9.110520, -9.100408, -9.099258, -9.101092, -9.106779, -9.107234, -9.109869, -9.102574, -9.106475, -9.105545, -9.114908, -9.111506, -9.101751, -9.080286, -9.075905, -9.057188, -9.041551, -9.028322, -9.024735, -9.012525, -9.009087, -8.994334, -8.987524, -8.960699, -8.951099, -8.936673, -8.936550, -8.921999, -8.911389, -8.901003, -8.880954, -8.882583, -8.877088, -8.873674, -8.882146, -8.870683, -8.865519, -8.858519, -8.863649, -8.869730, -8.871653, -8.863568, -8.857893, -8.823281, -8.823769, -8.844869, -8.855680, -8.856514, -8.871318, -8.876336, -8.876777, -8.880834, -8.868021, -8.859512, -8.856023, -8.832889, -8.828443, -8.808572, -8.807531, -8.807816, -8.811684, -8.827468, -8.820029, -8.807239, -8.795725, -8.793727, -8.788252, -8.785289, -8.792597, -8.796263, -8.810777, -8.828547, -8.827945
## 3 -74.956345, -74.964650, -74.966150, -74.954472, -74.978981, -75.005002, -75.008032, -75.022171, -75.028911, -75.049993, -75.066394, -75.071245, -75.097342, -75.109034, -75.122592, -75.120102, -75.147122, -75.153467, -75.146713, -75.136045, -75.119616, -75.114667, -75.117532, -75.108426, -75.103830, -75.097751, -75.086652, -75.074652, -75.065787, -75.045871, -75.033284, -75.023243, -75.018358, -74.956345, -8.791478, -8.805140, -8.818580, -8.863568, -8.871653, -8.869730, -8.863649, -8.858519, -8.865519, -8.870683, -8.882146, -8.873674, -8.877088, -8.882583, -8.880954, -8.901003, -8.895042, -8.874674, -8.860566, -8.859213, -8.847207, -8.839177, -8.812076, -8.799904, -8.798817, -8.780630, -8.771797, -8.770917, -8.758870, -8.743284, -8.745950, -8.741881, -8.776673, -8.791478
## 4 -75.108426, -75.117532, -75.114667, -75.119616, -75.136045, -75.146713, -75.153467, -75.147122, -75.120102, -75.117621, -75.108425, -75.120504, -75.129803, -75.133089, -75.120105, -75.126748, -75.140094, -75.159887, -75.174526, -75.175709, -75.165635, -75.176379, -75.194886, -75.196073, -75.204902, -75.208314, -75.220070, -75.240576, -75.232645, -75.228754, -75.216481, -75.212816, -75.231218, -75.232997, -75.243602, -75.256686, -75.271920, -75.268106, -75.271885, -75.313330, -75.319029, -75.334057, -75.348429, -75.372154, -75.392327, -75.402253, -75.418494, -75.428087, -75.451968, -75.455993, -75.454696, -75.446477, -75.438102, -75.442212, -75.437617, -75.430896, -75.437040, -75.436688, -75.428087, -75.439136, -75.442370, -75.441296, -75.436228, -75.427664, -75.427882, -75.441737, -75.444902, -75.432471, -75.439800, -75.442558, -75.423225, -75.428128, -75.420736, -75.428009, -75.411225, -75.385033, -75.382103, -75.368863, -75.355375, -75.351991, -75.344343, -75.342767, -75.364934, -75.363059, -75.345843, -75.345727, -75.326403, -75.306156, -75.295615, -75.296552, -75.285983, -75.281819, -75.260856, -75.251457, -75.245620, -75.235579, -75.215235, -75.209572, -75.147369, -75.138736, -75.145741, -75.153547, -75.155643, -75.165326, -75.167435, -75.161967, -75.167687, -75.164508, -75.154228, -75.135588, -75.125261, -75.116005, -75.121108, -75.122751, -75.108426, -8.799904, -8.812076, -8.839177, -8.847207, -8.859213, -8.860566, -8.874674, -8.895042, -8.901003, -8.911389, -8.921999, -8.936550, -8.936673, -8.951099, -8.960699, -8.987524, -8.994334, -9.009087, -9.012525, -9.024735, -9.028322, -9.041551, -9.057188, -9.075905, -9.080286, -9.101751, -9.104625, -9.100152, -9.120482, -9.147704, -9.155075, -9.177158, -9.200254, -9.209315, -9.222249, -9.232476, -9.233415, -9.250015, -9.266322, -9.301538, -9.293660, -9.288765, -9.302918, -9.310230, -9.300398, -9.301958, -9.292606, -9.296357, -9.296344, -9.285098, -9.261523, -9.249553, -9.244968, -9.229427, -9.208810, -9.205481, -9.187969, -9.170136, -9.159096, -9.145899, -9.134626, -9.112089, -9.108321, -9.080924, -9.073355, -9.067305, -9.061269, -9.050722, -9.035954, -9.018653, -8.989205, -8.983563, -8.962204, -8.936094, -8.921647, -8.920627, -8.908480, -8.880493, -8.867763, -8.852151, -8.843004, -8.829424, -8.801754, -8.790879, -8.747946, -8.724708, -8.717865, -8.683985, -8.657127, -8.638836, -8.637641, -8.629741, -8.629836, -8.624411, -8.587323, -8.577329, -8.572261, -8.561991, -8.536141, -8.560536, -8.605106, -8.625524, -8.651817, -8.658455, -8.668864, -8.677362, -8.694172, -8.712661, -8.719486, -8.723083, -8.736130, -8.762638, -8.775081, -8.794322, -8.799904
## 5 -74.956345, -75.018358, -75.023243, -75.033284, -75.045871, -75.065787, -75.074652, -75.086652, -75.097751, -75.103830, -75.108426, -75.122751, -75.121108, -75.116005, -75.125261, -75.135588, -75.154228, -75.164508, -75.167687, -75.161967, -75.167435, -75.165326, -75.155643, -75.153547, -75.145741, -75.138736, -75.147369, -75.143104, -75.125585, -75.104867, -75.075179, -75.070253, -75.045721, -75.042847, -75.028239, -75.020957, -75.020666, -75.013722, -75.009689, -74.999244, -74.986893, -74.965537, -74.959793, -74.948135, -74.939705, -74.951477, -74.954559, -74.962014, -74.966965, -74.958336, -74.953606, -74.945680, -74.941530, -74.945600, -74.941930, -74.946340, -74.956345, -8.791478, -8.776673, -8.741881, -8.745950, -8.743284, -8.758870, -8.770917, -8.771797, -8.780630, -8.798817, -8.799904, -8.794322, -8.775081, -8.762638, -8.736130, -8.723083, -8.719486, -8.712661, -8.694172, -8.677362, -8.668864, -8.658455, -8.651817, -8.625524, -8.605106, -8.560536, -8.536141, -8.527776, -8.528225, -8.514838, -8.509753, -8.513394, -8.507778, -8.492769, -8.476228, -8.461125, -8.447617, -8.449178, -8.476994, -8.505150, -8.512693, -8.543393, -8.566340, -8.573230, -8.597037, -8.609863, -8.632902, -8.643262, -8.671356, -8.685096, -8.703474, -8.709890, -8.721350, -8.730760, -8.757660, -8.779830, -8.791478
## 6 -75.296552, -75.295615, -75.306156, -75.326403, -75.345727, -75.345843, -75.363059, -75.364934, -75.342767, -75.344343, -75.351991, -75.355375, -75.368863, -75.382103, -75.385033, -75.411225, -75.428009, -75.420736, -75.428128, -75.423225, -75.442558, -75.439800, -75.432471, -75.444902, -75.441737, -75.427882, -75.427664, -75.436228, -75.441296, -75.442370, -75.439136, -75.428087, -75.436688, -75.437040, -75.430896, -75.437617, -75.442212, -75.438102, -75.446477, -75.454696, -75.455993, -75.451968, -75.456255, -75.481406, -75.487793, -75.509668, -75.517959, -75.538267, -75.562473, -75.582202, -75.600660, -75.607575, -75.616660, -75.629177, -75.662521, -75.671304, -75.671128, -75.695010, -75.688623, -75.705691, -75.710778, -75.716041, -75.717078, -75.720242, -75.740189, -75.749758, -75.759198, -75.763790, -75.770806, -75.784290, -75.796179, -75.795809, -75.799628, -75.809993, -75.821518, -75.820130, -75.825017, -75.837874, -75.839619, -75.837876, -75.848582, -75.858523, -75.866573, -75.875753, -75.878982, -75.889737, -75.890745, -75.894504, -75.884868, -75.892589, -75.902724, -75.909881, -75.911180, -75.921702, -75.921853, -75.922023, -75.927598, -75.928773, -75.921644, -75.936607, -75.940028, -75.947886, -75.946007, -75.932122, -75.925949, -75.909278, -75.900851, -75.891321, -75.853494, -75.845312, -75.832514, -75.816801, -75.820729, -75.812316, -75.801534, -75.792458, -75.790695, -75.780006, -75.779289, -75.784460, -75.795306, -75.782212, -75.778971, -75.768980, -75.760690, -75.735302, -75.716461, -75.717498, -75.708138, -75.687314, -75.678266, -75.654747, -75.650201, -75.628254, -75.621571, -75.609633, -75.591961, -75.580441, -75.569479, -75.558036, -75.551831, -75.544665, -75.536047, -75.527439, -75.519192, -75.513563, -75.515707, -75.499792, -75.498567, -75.481669, -75.479014, -75.465654, -75.449090, -75.429567, -75.420187, -75.426281, -75.409382, -75.401387, -75.389403, -75.371232, -75.357682, -75.340470, -75.319592, -75.311607, -75.298957, -75.292033, -75.296552, -8.638836, -8.657127, -8.683985, -8.717865, -8.724708, -8.747946, -8.790879, -8.801754, -8.829424, -8.843004, -8.852151, -8.867763, -8.880493, -8.908480, -8.920627, -8.921647, -8.936094, -8.962204, -8.983563, -8.989205, -9.018653, -9.035954, -9.050722, -9.061269, -9.067305, -9.073355, -9.080924, -9.108321, -9.112089, -9.134626, -9.145899, -9.159096, -9.170136, -9.187969, -9.205481, -9.208810, -9.229427, -9.244968, -9.249553, -9.261523, -9.285098, -9.296344, -9.325000, -9.359672, -9.372650, -9.383148, -9.382167, -9.393375, -9.401185, -9.402800, -9.413813, -9.407116, -9.414076, -9.410857, -9.418062, -9.402021, -9.385869, -9.362922, -9.349366, -9.336267, -9.314003, -9.307962, -9.284556, -9.277228, -9.263834, -9.244264, -9.232040, -9.217098, -9.220314, -9.208009, -9.201550, -9.181952, -9.161731, -9.132392, -9.118008, -9.100591, -9.090051, -9.084893, -9.076541, -9.061944, -9.051929, -9.051511, -9.035691, -9.029472, -9.017627, -9.006155, -9.004813, -8.983714, -8.980148, -8.938493, -8.900899, -8.896786, -8.884895, -8.866836, -8.857934, -8.856670, -8.846089, -8.808010, -8.780812, -8.754639, -8.737746, -8.722508, -8.715191, -8.696933, -8.698039, -8.677921, -8.677711, -8.660217, -8.649162, -8.654981, -8.651781, -8.636021, -8.628642, -8.607602, -8.602743, -8.585628, -8.570029, -8.553491, -8.531955, -8.521702, -8.512204, -8.503711, -8.493571, -8.497803, -8.487385, -8.484945, -8.486895, -8.475981, -8.446515, -8.423288, -8.438300, -8.445090, -8.440512, -8.459324, -8.476452, -8.478952, -8.489022, -8.484152, -8.487859, -8.498977, -8.512411, -8.510011, -8.529202, -8.520166, -8.522439, -8.542953, -8.557359, -8.552167, -8.560529, -8.574664, -8.585339, -8.569471, -8.558327, -8.560513, -8.566327, -8.581614, -8.580600, -8.589903, -8.592177, -8.588179, -8.601059, -8.611063, -8.604400, -8.613821, -8.612491, -8.617532, -8.638836
library(ggplot2)
library(PeruData)
library(sf)## Linking to GEOS 3.9.1, GDAL 3.2.1, PROJ 7.2.1; sf_use_s2() is TRUE
fst_plot <- \(.map, .titl){
ggplot(.map) +
geom_sf(fill = "white") +
theme_void() +
labs(title = {{.titl}}) +
theme(
axis.text.x = element_blank()
, axis.text.y = element_blank()
)
}depa <- fst_plot(map_peru_depa, "Departamentos")
prov <- fst_plot(map_peru_prov, "Provincias")
dist <- fst_plot(map_peru_dist, "Distritos")library(patchwork)
dist + (prov / depa)
head(PeruData::igp)## Loading required package: lubridate
##
## Attaching package: 'lubridate'
## The following objects are masked from 'package:base':
##
## date, intersect, setdiff, union
## # A tibble: 6 x 7
## date hour lat lon intensi_km magn alert
## <date> <Period> <dbl> <dbl> <dbl> <dbl> <chr>
## 1 2022-02-09 9H 30M 35S -16.0 -74.4 32 5.1 Yellow
## 2 2022-02-07 2H 43M 54S -9.50 -79.2 48 4.2 Green
## 3 2022-02-05 2H 15M 42S -12.0 -77.1 71 3.7 Green
## 4 2022-02-05 5H 4M 38S -10.9 -77.8 51 4.3 Green
## 5 2022-02-04 7H 3M 58S -4.95 -80.8 36 3.9 Green
## 6 2022-02-04 21H 36M 47S -12.7 -76.9 48 3.8 Green
anios <- c("2020", "2019", "2004")
modulos <- c("01", "02", "04")
PeruData::inei_enaho(modulos, anios)fs::dir_tree('enaho/solo-data')## enaho/solo-data
## +-- modulo 01
## | +-- enaho_2004.dta
## | +-- enaho_2019.dta
## | \-- enaho_2020.dta
## +-- modulo 02
## | +-- enaho_2004.dta
## | +-- enaho_2019.dta
## | \-- enaho_2020.dta
## \-- modulo 04
## +-- enaho_2004.dta
## +-- enaho_2019.dta
## \-- enaho_2020.dta