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https://github.com/kcuilla/swapir
swapir package
https://github.com/kcuilla/swapir
Last synced: 9 days ago
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swapir package
- Host: GitHub
- URL: https://github.com/kcuilla/swapir
- Owner: kcuilla
- License: other
- Created: 2021-01-28T16:03:14.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2021-02-09T15:33:30.000Z (almost 4 years ago)
- Last Synced: 2024-08-13T07:13:42.777Z (4 months ago)
- Language: R
- Size: 76.2 KB
- Stars: 6
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- jimsghstars - kcuilla/swapir - swapir package (R)
README
# swapir 
The {swapir} package is a tidy API wrapper for the SimilarWeb API. With {swapir}, you can retrieve web analytics metrics from a given site such as number of visits, visit duration, visitor demographic info, and more.
## Installation
You can install the swapir package from GitHub with:
```{r}
remotes::install_github("kcuilla/swapir")
library(swapir)
```
## Examples
In order to use the API, you first must have an account and subscription to use [SimilarWeb](https://www.similarweb.com/). If you already have a subscription, you'll need to find your API key in the Account section under [API Management](https://account.similarweb.com/#/api-management2). Once you have your API key, you'll need to assign it to a variable called similarweb_api_key as shown below:
```{r}
similarweb_api_key = "xxxxx" # replace xxxxx with your API key
```
### get_visits()
Retrieve the number of visits for a given site. The default granularity is monthly, but can set to daily or weekly with the `gr` argument.
```{r}
get_visits(site = "bbc.com", start = "2020-10", end = "2020-12")
```
```{r}
date visits
1 2020-10-01 171.3330
2 2020-11-01 175.0670
3 2020-12-01 181.7172
```
### get_unique_visitors()
Retrieve the number of unique visitors for a given site.
```{r}
get_unique_visitors(site = "bbc.com", start = "2020-10", end = "2020-12")
```
```{r}
date unique_visitors
1 2020-10-01 11895769
2 2020-11-01 14259712
3 2020-12-01 10273279
```
### get_visit_duration()
Retrieve the average visit duration for a given site (results displayed in seconds).
```{r}
get_visit_duration(site = "bbc.com", start = "2020-10", end = "2020-12")
```
```{r}
date average_visit_duration
1 2020-10-01 171.3330
2 2020-11-01 175.0670
3 2020-12-01 181.7172
```
### get_bounce_rate()
Retrieve the bounce rate for a given site (results displayed in seconds).
```{r}
get_bounce_rate(site = "bbc.com", start = "2020-10", end = "2020-12")
```
```{r}
date bounce_rate
1 2020-10-01 0.6118030
2 2020-11-01 0.6187706
3 2020-12-01 0.6000651
```
### get_gender_demographic()
Retrieve the percentage of male/female visitors for a given site.
```{r}
get_gender_demographic(site = "bbc.com", start = "2020-10", end = "2020-12")
```
```{r}
gender value
1 Male 0.6084058
2 Female 0.3915942
```
### get_age_demographic()
Retrieve the age distribution for a given site.
```{r}
get_age_demographic(site = "bbc.com", start = "2020-10", end = "2020-12")
```
```{r}
age value
1 18 to 24 0.1920524
2 25 to 34 0.2498818
3 35 to 44 0.1849099
4 45 to 54 0.1502282
5 54 to 64 0.1254753
6 65+ 0.0974524
```
### get_similar_sites()
Retrieve the top most similar websites to the given site and their similarity scores.
```{r}
get_similar_sites(site = "bbc.com")
```
```{r}
url score
1 abcnews.go.com 0.7802319
2 time.com 0.7640233
3 express.co.uk 0.7477546
4 latimes.com 0.7475793
5 mirror.co.uk 0.7444694
6 msn.com 0.7326087
7 theverge.com 0.7308741
8 cnbc.com 0.7305856
9 theatlantic.com 0.7126669
10 vox.com 0.7108954
```