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I have soybean yield data that I want to upload to Github and access from R.

First, let’s upload the data to Github. The data should be in .csv format. Click Add file, choose Upload files, and, after uploading, select the Raw button to view the data in .csv format as text.

and you can find the address for this data, starting with https://raw.githubusercontent.com/... Let’s copy this address.

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Next, I’ll bring this data into R from Github. Before that, let’s install the required package.

install.packages("readr")
library(readr) 

Then, I’ll upload the data from Github to R. Paste the address you copied to the below code.

github="https://raw.githubusercontent.com/agronomy4future/raw_data_practice/main/soybean_yield.csv" 

dataA=data.frame(read_csv(url(github), show_col_types=FALSE))
dataA
   season    crop plot treatment grain_yield
1    2023 Soybean    1       tr1        32.2
2    2023 Soybean    1       tr2         5.0
3    2023 Soybean    1       tr3         4.3
4    2023 Soybean    1       tr3         1.0
5    2023 Soybean    1       tr5         8.7
6    2023 Soybean    2       tr1        25.6
7    2023 Soybean    2       tr2        35.7
8    2023 Soybean    2       tr3        29.2
9    2023 Soybean    2       tr3        39.9
10   2023 Soybean    2       tr5        20.7
11   2023 Soybean    3       tr1        15.5
12   2023 Soybean    3       tr2        23.2
13   2023 Soybean    3       tr3        44.6
14   2023 Soybean    3       tr3        45.0
15   2023 Soybean    3       tr5        32.4
16   2023 Soybean    4       tr1        20.5
17   2023 Soybean    4       tr2        35.2
18   2023 Soybean    4       tr3        37.3
19   2023 Soybean    4       tr3         9.6
20   2023 Soybean    4       tr5        16.8
21   2023 Soybean    5   control       103.2
22   2023 Soybean    6   control        60.8
23   2023 Soybean    7   control        33.0
24   2023 Soybean    8   control        66.2

I have successfully imported the data from Github into R.

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I’ll perform the same process using Python. First, let’s install the necessary package.

import pandas as pd
import requests
from io import StringIO

Then, let’s upload the data from Github.

github="https://raw.githubusercontent.com/agronomy4future/raw_data_practice/main/soybean_yield.csv"
response=requests.get(github)
dataA=pd.read_csv(StringIO(response.text))
dataA

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