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  1. Makefile +4 -0
  2. author_list.txt +50 -0
  3. complete.parquet +3 -0
  4. convert.py +52 -0
  5. test.parquet +3 -0
  6. test_labels.txt +0 -0
  7. train.parquet +3 -0
Makefile ADDED
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+ download:
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+ wget -O Gungor_2018_VictorianAuthorAttribution_readme.txt "https://dataworks.iupui.edu/bitstream/handle/11243/23/Gungor_2018_VictorianAuthorAttribution_readme.txt?sequence=5&isAllowed=y"
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+ wget -O Gungor_2018_VictorianAuthorAttribution_data-train.csv "https://dataworks.iupui.edu/bitstream/handle/11243/23/Gungor_2018_VictorianAuthorAttribution_data-train.csv?sequence=2&isAllowed=y"
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+ wget -O Gungor_2018_VictorianAuthorAttribution_data.csv "https://dataworks.iupui.edu/bitstream/handle/11243/23/Gungor_2018_VictorianAuthorAttribution_data.csv?sequence=3&isAllowed=y"
author_list.txt ADDED
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+ Arthur Conan Doyle
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+ Charles Darwin
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+ Charles Dickens
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+ Edith Wharton
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+ George Eliot
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+ Horace Greeley
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+ Jack London
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+ James Baldwin
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+ Jane Austen
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+ John Muir
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+ Joseph Conrad
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+ Mark Twain
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+ Nathaniel Hawthorne
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+ Ralph Emerson
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+ Robert Louis Stevenson
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+ Rudyard Kipling
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+ Sinclair Lewis
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+ Theodore Dreiser
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+ Thomas Hardy
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+ Walt Whitman
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+ Washington Irving
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+ William Carleton
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+ Albert Ross
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+ Anne Manning
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+ Arlo Bates
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+ Bret Harte
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+ Catharine Maria Sedgwick
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+ Charles Reade
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+ Edward Eggleston
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+ Fergus Hume
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+ Frances Hodgson Burnett
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+ George Moore
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+ George William Curtis
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+ Helen Mathers
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+ Henry Rider Haggard
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+ Isabella Lucy Bird
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+ Jacob Abbott
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+ James Grant
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+ James Payn
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+ John Kendrick Bangs
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+ John Pendleton Kennedy
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+ John Strange Winter
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+ Lucas Malet
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+ Marie Corelli
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+ Oliver Optic
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+ Sarah Orne Jewett
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+ Sarah Stickney Ellis
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+ Thomas Anstey Guthrie
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+ Thomas Nelson Page
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+ William Black
complete.parquet ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:7e64ec074cb45e05c15aa04d82e2763f6eaf9f02d49be0aadcd7b9ba63545287
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+ size 275206181
convert.py ADDED
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+ import csv
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+ import random
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+ import pandas as pd
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+
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+
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+ def read_train_data():
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+
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+ rows = []
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+
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+ with open(
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+ "Gungor_2018_VictorianAuthorAttribution_data-train.csv", "r", encoding="latin1"
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+ ) as f:
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+ csv_reader = csv.reader(f)
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+ header = next(csv_reader)
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+
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+ for row in csv_reader:
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+ rows.append({"text": row[0], "author": int(row[1]) - 1})
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+
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+ return rows
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+
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+
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+ def read_test_data():
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+ with open("test_labels.txt", "r") as f:
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+ labels = [label.strip() for label in f.readlines()]
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+
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+ with open(
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+ "Gungor_2018_VictorianAuthorAttribution_data.csv", "r", encoding="latin1"
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+ ) as f:
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+ lines = f.readlines()
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+ texts = [line.strip() for line in lines[1:]] # skip header
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+
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+ rows = []
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+
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+ for text, label in zip(texts, labels):
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+ rows.append({"text": text, "author": int(label) - 1})
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+
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+ return rows
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+
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+
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+ def run():
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+ train_rows = read_train_data()
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+ test_rows = read_test_data()
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+ all_rows = train_rows + test_rows
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+ random.shuffle(all_rows)
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+
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+ pd.DataFrame(train_rows).to_parquet("train.parquet")
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+ pd.DataFrame(test_rows).to_parquet("test.parquet")
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+ pd.DataFrame(all_rows).to_parquet("complete.parquet")
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+
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+
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+ if __name__ == "__main__":
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+ run()
test.parquet ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:15b6e7ab15ff17a3847e0da4f6c135616e2ab9f20a237922fc9a582f1c3bc0de
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+ size 111081512
test_labels.txt ADDED
The diff for this file is too large to render. See raw diff
 
train.parquet ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:fa4bf2e73e2363bf83d25602e5d47afb4887d76814da23393ac788ec3d555120
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+ size 153847205