## Description
`Experiment_1_src.ipynb` and `Experiment_2_src.ipynb` provide code to reproduce the data needed to run the experiments in the `scripts/` folder. 

`Experiment_2_src.ipynb` uses two large files that cannot be put on GitHub because of size limitations. The first is a CSV file "QA_dataset_fullresults_DPM_v4_captions_transcripts_based_retrieval_with_OpenAI_captions.csv". The second is the "transcript.txt", which contains many YouTube video transcripts. Both these files are being downloaded using the gdown library during the execution of the code. To recreate the data used in `Experiment_2_src.ipynb`, one can run `Experiment_2_src_data.ipynb`. However, to run the file, one needs access to raw video transcripts and captions. This can be shared by sending an email to the second author (tmallikarjuna111@gmail.com). The author will get you access to the data, and you should unzip the content in "../data/" folder, creating two new subfolder: 1. 100_channels_transcripts_txt 2. 100_channels_captions_with_new_captions.
