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YouTube Data Science Resource Collection
Social Media and Posts
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
This dataset is a curated collection of YouTube channels focused on learning Data Science and related topics. It was inspired by the creator's passion for learning and teaching Data Science, aiming to provide a valuable resource of channels they have personally found beneficial. The collection includes channels that are readily discoverable, as well as those with excellent content but perhaps less visibility, making it a valuable tool for proactive learning in the field. It serves as a direct answer to a frequently asked question from students and colleagues regarding recommended learning channels.
Columns
- ID: A unique identifier for each YouTube channel listed.
- YouTube Channel Name: The name of the YouTube channel.
- Subscribers_Thousands_or_Million: The subscriber count as directly observed from the channel, presented in thousands or millions.
- Appx_Actual_Subscribers: An approximate numerical value of subscribers, derived by multiplying the 'Subscribers_Thousands_or_Million' figure by appropriate factors (100 or 1,000,000).
- YouTube_Channel_Link: The direct URL to the YouTube channel.
- Below_1k: Indicates whether the channel has fewer than 1,000 subscribers.
- Between_1k_5k: Indicates whether the channel has between 1,000 and 5,000 subscribers.
- Between_5k_10k: Indicates whether the channel has between 5,000 and 10,000 subscribers.
- Between_10k_25k: Indicates whether the channel has between 10,000 and 25,000 subscribers.
- Between_25k_50k: Indicates whether the channel has between 25,000 and 50,000 subscribers.
- Between_50k_100k: Indicates whether the channel has between 50,000 and 100,000 subscribers.
- Between_100k_150k: Indicates whether the channel has between 100,000 and 150,000 subscribers.
- Between_150k_200k: Indicates whether the channel has between 150,000 and 200,000 subscribers.
- Between_200k_1m: Indicates whether the channel has between 200,000 and 1 million subscribers.
- Above_1m: Indicates whether the channel has over 1 million subscribers.
Distribution
The dataset is provided in CSV format, specifically as
YouTube_Data_Science_Channels.csv. It has a file size of 6.77 kB and consists of 15 columns with 61 records (rows) of valid data.Usage
This dataset is ideal for:
- Discovering new Data Science learning resources on YouTube.
- Students and professionals seeking answers to "where do I learn Data Science?".
- Educators looking for channels to recommend to their students.
- Individuals interested in proactive learning of Data Science concepts and related subjects.
- Analysing trends in Data Science education channels based on subscriber counts.
Coverage
The dataset focuses on YouTube channels that provide educational content related to Data Science. The coverage is global, as YouTube channels are accessible worldwide. The data reflects the channels' status at the time of collection and is expected to be updated annually. There are no specific notes on data availability for certain groups or years beyond the annual update frequency.
License
CC0: Public Domain
Who Can Use It
- Data Science Learners: To find new channels for self-study and skill development.
- Data Science Students: To supplement their academic learning with practical insights from YouTube.
- Educators and Instructors: To provide recommendations for additional learning resources.
- Aspiring Data Scientists: To explore different teaching styles and content available online.
- Researchers: To analyse the landscape of Data Science education on YouTube.
Dataset Name Suggestions
- Data Science YouTube Learning Channels
- Curated Data Science Channels
- YouTube Data Science Resource Collection
- Top Data Science Channels List
- Learn Data Science YouTube Hub
Attributes
Original Data Source:YouTube Data Science Resource Collection
QUALITY