sandvine datasets

Sandvine, “The Mobile Internet Phenomena Report”, Sandvine, 2021 (accessed Sep. 21, 2024) https://www.sandvine.com/download-mobile-internet-phenomena-report-2021

The report includes information about daily traffic patterns of various network-based applications, e.g., TikTok, YouTube, Zoom, etc., averaged over multiple large networks. The report presents the data as bar plots of traffic averaged in each hour of the day.

Package contains 19 datasets, each corresponding to a different application:

Datasets are stored locally in the datasets/data/sandvine directory.

Datasets description

No	name	repository_file_name
1	sandvine_audio	sandvine_audio.csv
2	sandvine_cloud	sandvine_cloud.csv
3	sandvine_file_sharing	sandvine_file_sharing.csv
4	sandvine_fixed_social_media	sandvine_fixed_social_media.csv
5	sandvine_gaming	sandvine_gaming.csv
6	sandvine_marketplace	sandvine_marketplace.csv
7	sandvine_measurements	sandvine_measurements.csv
8	sandvine_messaging	sandvine_messaging.csv
9	sandvine_mobile_messaging	sandvine_mobile_messaging.csv
10	sandvine_mobile_social_media	sandvine_mobile_social_media.csv
11	sandvine_mobile_video	sandvine_mobile_video.csv
12	sandvine_mobile_youtube	sandvine_mobile_youtube.csv
13	sandvine_mobile_zoom	sandvine_mobile_zoom.csv
14	sandvine_snapchat	sandvine_snapchat.csv
15	sandvine_social_networking	sandvine_social_networking.csv
16	sandvine_tiktok	sandvine_tiktok.csv
17	sandvine_video_streaming	sandvine_video_streaming.csv
18	sandvine_vpn_and_security	sandvine_vpn_and_security.csv
19	sandvine_web	sandvine_web.csv

Sandvine dataset.

Load methods return dataset as np.ndarray of shape (nr_of_samples, 2). It is 2D array with each row representing one point in time series. The first column is the x-variable and the second column is the y-variable.

If unpack_dataset_columns=True is specified as kwargs, the dataset is unpacked to two separate arrays x and y.

sandvine_dataset_description()

Get description of this dataset.

load_sandvine_audio(**kwargs)

Load and return sandvine audio dataset.

load_sandvine_cloud(**kwargs)

Load and return sandvine cloud dataset.

load_sandvine_file_sharing(**kwargs)

Load and return sandvine file sharing dataset.

load_sandvine_fixed_social_media(**kwargs)

Load and return sandvine fixed social media dataset.

load_sandvine_gaming(**kwargs)

Load and return sandvine gaming dataset.

load_sandvine_marketplace(**kwargs)

Load and return sandvine marketplace dataset.

load_sandvine_measurements(**kwargs)

Load and return sandvine measurements dataset.

load_sandvine_messaging(**kwargs)

Load and return sandvine messaging dataset.

load_sandvine_mobile_messaging(**kwargs)

Load and return sandvine mobile messaging dataset.

load_sandvine_mobile_social_media(**kwargs)

Load and return sandvine mobile social media dataset.

load_sandvine_mobile_video(**kwargs)

Load and return sandvine mobile video dataset.

load_sandvine_mobile_youtube(**kwargs)

Load and return sandvine mobile youtube dataset.

load_sandvine_mobile_zoom(**kwargs)

Load and return sandvine mobile zoom dataset.

load_sandvine_snapchat(**kwargs)

Load and return sandvine snapchat dataset.

load_sandvine_social_networking(**kwargs)

Load and return sandvine social networking dataset.

load_sandvine_tiktok(**kwargs)

Load and return sandvine tiktok dataset.

load_sandvine_video_streaming(**kwargs)

Load and return sandvine video streaming dataset.

load_sandvine_vpn_and_security(**kwargs)

Load and return sandvine vpn and security dataset.

load_sandvine_web(**kwargs)

Load and return sandvine web dataset.