Data Analysis of youtube transcoding measurements

File description

The repository contains following files:

• model_transcoding_mesurment.ipynb contain the models and training and their accuracy score along some plots.
• transcoding_mesurment.tsv contain the dataset we will be using to predict transcoding time .
• transcoding_mesurment_vizualisation.ipynb contains the data analysis of the dataset through plots and the data preprocessing later used in model_transcoding_mesurment.ipynb.
• image_presentation_python contains interestings plot save for the ppt .
• youtube_videos_vizualisation.ipynb contain the data vizualisation for the other dataset youtube_videos.tsv.
• Python_project_presentation.pptx contain the presentation of the project.
• README.md this file

Data description

This section is about the transcoding_mesurment.tsv dataset:

• id video id of the video .
• duration duration of the video in seconds.
• codec coding standard used for the video .
• width width of the video in pixel.
• bitrate bitrate bitrate(video) = video bitrate .
• framerate height of the video in pixel. .
• i number of i frames in the video .
• p number of p frames in the video .
• b number of b frames in the video .
• frames number of frames in the video .
• i_size total size in byte of i videos .
• p_size total size in byte of p videos .
• b_size total size in byte of b videos .
• size total size in byte of videos .
• o_codec output codec used for transcoding .
• o_bitrate output bitrate used for transcoding .
• o_framerate output framerate used for transcoding.
• o_width output width in pixel used for transcoding.
• o_height output height in pixel used for transcoding.
• umem total codec allocated memory for transcoding .
• utime total transcoding time for transcoding the data we try to predict