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28 changes: 28 additions & 0 deletions submissions/Day4Exercise_SaraHo.R
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library(tidyverse)

generation <- read_csv("../data/ca_energy_generation.csv")
imports <- read_csv("../data/ca_energy_imports.csv")

# using dplyer
# gather -> make data long
# spread -> make data wide
# gather(df,
# key = new column name,
# value = new numbers in that column)

long_gen <- gather(generation, key = source, value = usage, -datetime)
head(long_gen)
head(long_gen[order(long_gen$datetime), ])

spread(long_gen, key = source, value = usage) %>% slice(1:5)

# reshape2
# melt
# cast

merged_energy <- merge(generation, imports, by = "datetime")
long_merged_energy <- gather(merged_energy, key = source, value = usage, -datetime)
dim(long_merged_energy)



55 changes: 55 additions & 0 deletions submissions/Day4Exercise_SaraHo.Rmd
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---
title: "Exercises Day 2"
author: "Richard Paquin Morel, adapted from exercises by Christina Maimone"
date: "`r Sys.Date()`"
output: html_document
params:
answers: FALSE
---


```{r, echo=FALSE, eval=TRUE}
answers<-params$answers
```

```{r global_options, echo = FALSE, include = FALSE}
knitr::opts_chunk$set(echo=answers, eval=answers,
warning = FALSE, message = FALSE,
cache = FALSE, tidy = FALSE)
```

## Load the data

Load the `gapminder` dataset.

```{asis}
### Answer
```

```{r}
library(tidyverse)

generation <- read_csv("../data/ca_energy_generation.csv")
imports <- read_csv("../data/ca_energy_imports.csv")

# using dplyer
# gather -> make data long
# spread -> make data wide
# gather(df,
# key = new column name,
# value = new numbers in that column)

long_gen <- gather(generation, key = source, value = usage, -datetime)
head(long_gen)
head(long_gen[order(long_gen$datetime), ])

spread(long_gen, key = source, value = usage) %>% slice(1:5)

# reshape2
# melt
# cast

merged_energy <- merge(generation, imports, by = "datetime")
long_merged_energy <- gather(merged_energy, key = source, value = usage, -datetime)
dim(long_merged_energy)
```
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