<jupyter_start><jupyter_text>Turn pcap files into csv using wireshark<jupyter_code>df = pd.read_csv("data/dos-synflooding-1-dec.csv")
df
df['Protocol'].value_counts()
df['Time'].hist(bins=30)
df['Source'].value_counts()
df['Destination'].value_counts()
df['Length'].hist(bins=30)
df['Info'].value_counts()<jupyter_output><empty_output>
{'fraction_non_alphanumeric': 0.19402985074626866, 'fraction_numerical': 0.014925373134328358, 'mean_word_length': 11.0, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'chain_length': '1', 'dir': 'jupyter-structured-clean-dedup', 'id': '570786', 'license': 'MIT', 'n_tokens_mistral': 140, 'n_tokens_neox': 133, 'n_words': 15, 'path': 'IoT_Network_Intrusion/exploration.ipynb', 'repo_name': 'ValerianRey/IDS_dataset_exploration', 'size': '335'}