--- language: - en --- # AutoNLP Dataset for project: prodigy-10 ## Table of content - [Dataset Description](#dataset-description) - [Languages](#languages) - [Dataset Structure](#dataset-structure) - [Data Instances](#data-instances) - [Data Fields](#data-fields) - [Data Splits](#data-splits) ## Dataset Descritpion This dataset has been automatically processed by AutoNLP for project prodigy-10. ### Languages The BCP-47 code for the dataset's language is en. ## Dataset Structure ### Data Instances A sample from this dataset looks as follows: ```json [ { "tags": [ 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8 ], "tokens": [ "tory", "backing", "for", "i", "d", "cards", "the", "tories", "are", "to", "back", "controversial", "government", "plans", "to", "introduce", "i", "d", "cards", ".", " ", "the", "shadow", "cabinet", "revealed", "its", "support", "ahead", "of", "next", "week", "s", "commons", "vote", "on", "a", "bill", "to", "introduce", "compulsory", "i", "d.", "the", "decision", "follows", "a", " ", "tough", "meeting", " ", "where", "some", "senior", "tories", "argued", "vociferously", "against", "the", "move", " ", "party", "sources", "told", "the", "bbc", ".", "the", "bill", " ", "which", "ministers", "claim", "will", "tackle", "crime", " ", "terrorism", "and", "illegal", "immigration", " ", "is", "expected", "to", "be", "opposed", "by", "the", "liberal", "democrats", ".", " ", "they", "have", "said", "the", "scheme", "is", " ", "deeply", "flawed", " ", "and", "a", "waste", "of", "money", ".", "sources", "within", "the", "conservative", "party", "told", "the", "bbc", "michael", "howard", "has", "always", "been", "in", "favour", "of", "i", "d", "cards", " ", "and", "tried", "to", "introduce", "them", "when", "he", "was", "home", "secretary", ".", "the", "party", "has", "been", " ", "agnostic", " ", "on", "the", "issue", "until", "now", "but", "had", "now", "decided", "to", "come", "off", "the", "fence", " ", "the", "tory", "source", "said", ".", "despite", "giving", "their", "backing", "to", "i", "d", "cards", " ", "the", "conservatives", "insisted", "they", "would", "hold", "ministers", "to", "account", "over", "the", "precise", "purpose", "of", "the", "scheme", ".", " ", "they", "said", "they", "would", "also", "press", "labour", "over", "whether", "objectives", "could", "be", "met", "and", "whether", "the", "home", "office", "would", "deliver", "them", ".", "and", "they", "pledged", "to", "assess", "the", "cost", "effectiveness", "of", "i", "d", "cards", "and", "whether", "people", "s", "privacy", "would", "be", "properly", "protected", ".", " ", "it", "is", "important", "to", "remember", "that", "this", "bill", "will", "take", "a", "decade", "to", "come", "into", "full", "effect", " ", "a", "spokesman", "said", ".", " ", "it", "will", "do", "nothing", "to", "solve", "the", "immediate", "problems", "of", "rising", "crime", "and", "uncontrolled", "immigration", ".", " ", "lib", "dem", "home", "affairs", "spokesman", "mark", "oaten", "said", ":", " ", "this", "has", "all", "the", "signs", "of", "michael", "howard", "overruling", "colleagues", " ", "concerns", "over", "i", "d", "cards", ".", " ", "the", "tories", "should", "have", "the", "courage", "to", "try", "and", "change", "public", "opinion", "not", "follow", "it", ".", " ", "the", "new", "chairman", "of", "the", "bar", "council", " ", "guy", "mansfield", "qc", "warned", "there", "was", "a", "real", "risk", "that", "people", "on", "the", " ", "margins", "of", "society", " ", "would", "be", "driven", "into", "the", "hands", "of", "extremists", ".", " ", "what", "is", "going", "to", "happen", "to", "young", "asian", "men", "when", "there", "has", "been", "a", "bomb", "gone", "off", "somewhere", " ", "they", "are", "going", "to", "be", "stopped", ".", "if", "they", "haven", "t", "[", "i", "d", "cards", "]", "they", "are", "going", "to", "be", "detained", "." ] }, { "tags": [ 2, 6, 8, 8, 0, 8, 0, 8, 8, 8, 2, 6, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 0, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 1, 5, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 0, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 0, 8, 8, 8, 0, 8, 2, 6, 8, 2, 6, 8, 8, 8, 8, 8, 8, 8, 8, 0, 8, 8, 8, 8, 8, 8, 8, 8, 2, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 0, 8, 2, 6, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 0, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 0, 8, 2, 6, 6, 8, 8, 8, 0, 8, 2, 6, 8, 8, 8, 8, 2, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 2, 8, 8, 8, 8, 8, 2, 6, 8, 8, 8, 8, 8, 8, 8, 8, 0, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 2, 6, 8, 8, 2, 8, 8, 0, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 2, 6, 8, 8, 0, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 2, 6, 8, 8, 8, 8, 8, 8, 8, 2, 6, 8 ], "tokens": [ "o", "gara", "revels", "in", "ireland", "victory", "ireland", "fly", "-", "half", "ronan", "o", "gara", "hailed", "his", "side", "s", "19", "-", "13", "victory", "over", "england", "as", "a", " ", "special", " ", "win", ".", " ", "the", "munster", "number", "10", "kicked", "a", "total", "of", "14", "points", " ", "including", "two", "drop", "goals", " ", "to", "help", "keep", "alive", "their", "grand", "slam", "hopes", ".", "he", "told", "bbc", "sport", ":", " ", "we", "made", "hard", "work", "of", "it", "but", "it", "s", "still", "special", "to", "beat", "england", ".", " ", "i", "had", "three", "chances", "to", "win", "the", "game", "but", "didn", "t.", "we", "have", "work", "to", "do", "after", "this", "but", "we", "never", "take", "a", "victory", "over", "england", "lightly", ".", " ", "ireland", "hooker", "shane", "byrne", "echoed", "o", "gara", "s", "comments", "but", "admitted", "the", "game", "had", "been", "england", "s", "best", "outing", "in", "the", "six", "nations", ".", "byrne", "said", ":", " ", "it", "was", "a", "really", " ", "really", "hard", "game", "but", "from", "one", "to", "15", "in", "our", "team", "we", "worked", "really", " ", "really", "hard", ".", " ", "we", "just", "had", "to", "stick", "to", "our", "defensive", "pattern", " ", "trust", "ourselves", "and", "trust", "those", "around", "us", ".", "all", "round", "it", "was", "fantastic", ".", " ", "ireland", "captain", "brian", "o", "driscoll", " ", "who", "scored", "his", "side", "s", "only", "try", " ", "said", ":", " ", "we", "are", "delighted", " ", "we", "felt", "if", "we", "performed", "well", "then", "we", "would", "win", "but", "with", "england", "also", "having", "played", "very", "well", "it", "makes", "it", "all", "the", "sweeter", ".", " ", "we", "did", "get", "the", "bounce", "of", "the", "ball", "and", "some", "days", "that", "happens", "and", "you", "ve", "just", "got", "to", "jump", "on", "the", "back", "of", "it", ".", " ", "ireland", "coach", "eddie", "o", "sullivan", "was", "surprised", "that", "england", "coach", "andy", "robinson", "said", "he", "was", "certain", "mark", "cueto", "was", "onside", "for", "a", "disallowed", "try", "just", "before", "the", "break", ".", " ", "andy", "was", "sitting", "two", "yards", "from", "me", "and", "i", "couldn", "t", "see", "whether", "he", "was", "offside", "or", "not", "so", "i", "don", "t", "know", "how", "andy", "could", "have", "known", " ", "said", "o", "sullivan", ".", " ", "what", "i", "do", "know", "is", "that", "england", "played", "well", "and", "when", "that", "happens", "it", "makes", "a", "very", "good", "victory", "for", "us", ".", " ", "we", "had", "to", "defend", "for", "long", "periods", "and", "that", "is", "all", "good", "for", "the", "confidence", "of", "the", "team", ".", " ", "i", "think", "our", "try", "was", "very", "well", "worked", " ", "it", "was", "a", "gem", " ", "as", "good", "a", "try", "as", "we", "have", "scored", "for", "a", "while", ".", " ", "o", "sullivan", "also", "rejected", "robinson", "s", "contention", "england", "dominated", "the", "forward", "play", ".", " ", "i", "think", "we", "lost", "one", "lineout", "and", "they", "lost", "four", "or", "five", "so", "i", "don", "t", "know", "how", "that", "adds", "up", "to", "domination", " ", "he", "said", ".", "o", "driscoll", "also", "insisted", "ireland", "were", "happy", "to", "handle", "the", "pressure", "of", "being", "considered", "favourites", "to", "win", "the", "six", "nations", "title", ".", " ", "this", "season", "for", "the", "first", "time", "we", "have", "been", "able", "to", "play", "with", "the", "favourites", " ", "tag", " ", "he", "said", ".", " ", "hopefully", "we", "have", "proved", "that", "today", "and", "can", "continue", "to", "keep", "doing", "so", ".", " ", "as", "for", "my", "try", "it", "was", "a", "move", "we", "had", "worked", "on", "all", "week", ".", "there", "was", "a", "bit", "of", "magic", "from", "geordan", "murphy", "and", "it", "was", "a", "great", "break", "from", "denis", "hickie", "." ] } ] ``` ### Dataset Fields The dataset has the following fields (also called "features"): ```json { "tags": "Sequence(feature=ClassLabel(num_classes=9, names=['B-LOCATION', 'B-ORG', 'B-PERSON', 'B-PRODUCT', 'I-LOCATION', 'I-ORG', 'I-PERSON', 'I-PRODUCT', 'O'], names_file=None, id=None), length=-1, id=None)", "tokens": "Sequence(feature=Value(dtype='string', id=None), length=-1, id=None)" } ``` ### Dataset Splits This dataset is split into a train and validation split. The split sizes are as follow: | Split name | Num samples | | ------------ | ------------------- | | train | 186 | | valid | 58 |