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SFGram (Science-Fiction Gram) is a dataset of public science-fiction novels, books and movie covers. It is designed to be used by researchers to study the evolution of the science-fiction literature over time and to test machine learning algorithms on authorship attribution and document classification tasks. All the documents are now published o…

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SFGram

The SFGram dataset containing thousands of scienc-fiction books, novels and movie information

A database of public Science-Fiction books, novels and movies

SFGram (Science-Fiction Gram) is a dataset of public science-fiction novels, books and movie covers. It is designed to be used by researchers to study the evolution of the science-fiction literature over time and to test machine learning algorithms on authorship attribution and document classification tasks. All the documents are now published on the public domain and were obtained from the Gutenberg project or the archive.org website.

Book covers

HGWells1 HGWells2 Burroughs Astounding Abbott

Book images

HGWells3 Illustration1 Fantastic Verne1 Verne2

Some SF magazines

Galaxy1 Galaxy2 IF1 IF2

Magazine Start End
Galaxy Magazine January 1950 March 1995
IF Magazine March 1952 September 1986

Contributors

Quote

If you find SFGram useful for an academic publication, then please use the following BibTeX to cite it:

@misc{sfgram,
  author = {Schaetti, Nils},
  title = {SFGram: a dataset containing thousands of scienc-fiction books and novels},
  year = {2018},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/nschaetti/EchoTorch}},
}

Download

Download v0.1

The dataset

The dataset is composed of the following files and directories.

File Type Description
authors Directory Contains all author files containing information about the different authors. Each file is named “authorsXXXXX.json” where XXXXX is the author ID with preceding zeros.
book-contents Directory Contains all text documents containing novels and books. Each file is named “bookXXXXX.txt” where XXXXX is the book ID with preceding zeros.
book-covers Directory Directory containing all book covers. Each file is named “bookXXXXX-NAME.jpg” where XXXXX is the book ID and name the name of the original file found at the creation of the dataset.
book-images Directory Directory containing images found on the Wikipedia page of the corresponding book if it exists.
books Directory Contains all the book JSON files defining information about each book.
authors.json JSON file A JSON file containing all JSON object present in the “authors” directory in a list named “authors”.
books.json JSON file A JSON file containing all JSON object present in the “book” directory in a list named “books”.
countries.json JSON file A JSON file containing a list of object. Each object represents a country described by its name and by an ID. The object also contains a list of IDs corresponding to the book published by author linked to this country.
years.json JSON file A JSON file containing a list of object. Each object represents a year with the list of IDs corresponding to books published that year.

Authors

The authors directory and the file authors.json contain the data describing each authors in the dataset. This description gives a large field of information such as name, country, gender, biography and the list of books. The complete list of fields contained in each author’s profile is the following.

Field Type Description
name String Author's name
countries Array List of country IDs linked to the author.
gender String Author's gender (f or m).
wikipedia JSON object JSON object containing the author's Wikipedia page's URL if found.
n_books Integer Number of books written by this author if the dataset.
summary String A short biography found on Wikipedia (if it exists).
born Formatted string Birth day written as YYYY-MM-DD HH:MM:SS
books Array A list of IDs of books written by this author.
id Integer The author's ID.
died Formatted string Death day, if exists, written as YYYY-MM-DD HH:MM:SS.

The following code shows the profile of the author Ayn Rand as an example.

{
  "name": "Ayn Rand",
  "countries": [ 2, 16 ],
  "gender": "f",
  "wikipedia": {
    "url": "https://en.wikipedia.org/wiki/Ayn_Rand",
    "found": true
    },
  "n_books": 1,
  "summary": "Ayn Rand (; born Alisa Zinov'yevna Rosenbaum, Russian: February 2 [O.S. January 20] 1905 \u2013 March 6, 1982) was a Russian-American novelist, philosopher, playwright, and screenwriter. She is known for her two best-selling novels, The Fountainhead and Atlas Shrugged, and for developing a philosophical system she called Objectivism. Educated in Russia, she moved to the United States in 1926. She had a play produced on Broadway in 1935\u20131936. After two early novels that were initially unsuccessful in America, she achieved fame with her 1943 novel, The Fountainhead.\nIn 1957, Rand published her best-known work, the novel Atlas Shrugged. Afterward, she turned to non-fiction to promote her philosophy, publishing her own magazines and releasing several collections of essays until her death in 1982. Rand advocated reason as the only means of acquiring knowledge, and rejected faith and religion. She supported rational and ethical egoism, and rejected altruism. In politics, she condemned the initiation of force as immoral, and opposed collectivism and statism as well as anarchism, and instead supported laissez-faire capitalism, which she defined as the system based on recognizing individual rights. In art, Rand promoted romantic realism. She was sharply critical of most philosophers and philosophical traditions known to her, except for Aristotle, Thomas Aquinas, and classical liberals.\nLiterary critics received Rand's fiction with mixed reviews, and academia generally ignored or rejected her philosophy, though academic interest has increased in recent decades. The Objectivist movement attempts to spread her ideas, both to the public and in academic settings. She has been a significant influence among libertarians and American conservatives.",
  "born": "1905-02-02 00:00:00",
  "books": [ 6 ],
  "id": 5,
  "died": "1982-03-06 00:00:00"
}

Books

The books directory directory and file contain all the information about documents such as title, author’s name and image urls. The complete list of fields contained in each book’s file is the following.

Field Type Description
content_name String The name of the text file in the “book-contents” directory which contains the book.
author_name String Name of the main author.
images_urls Array A list of strings corresponding to the URLs where the images in the “book-images” where found.
year Integer The year when the book was published.
images Array An array containing all URLs to images linked to this book.
id Integer The unique ID of this book.
category String The book category.
genres Array An array of string defining all the genres which the book belong, as defined on goodreads.
copyright String A string defining the copyright linked to this book (mostly on the public domain)
title String The title of the book.
wikipedia JSON object A JSON object containing the URL to the Wikipedia page if available.
average_rating Float The average rating specified on goodreads.
goodreads JSON object A JSON object containing the URL to the goodread page if available.
similar_books Array An array of string which correspond to the title of books similar to this one (defined on goodread)
description String A short abstract of the book.
loc_class String The class of the book as defined by the Gutenberg project.
gutenberg JSON object A JSON object containing the URL and ID of this book on the website of the Gutenberg project.
authors Array An array of ID corresponding to the authors who participated to the creation of this document.
language String The language corresponding to the available content.
countries Array A list of ID corresponding to the countries linked to authors of this document.
release_date Formatted string The release date as YYYY-MM-DD.
author Integer The ID of the main author.
cover String The URL to the cover.
content_cleaned Boolean True if the content has been cleaned of copyright information and reference.
classes Array The different classes defining this document as specified on goodread.
content_available Boolean True if the content of this document is available in the dataset.
n_authors Integer The exact number of authors who participated to the creation of this document.

The following JSON sample shows an example of book information.

{
    "content_name": "8681.txt.utf-8",
    "author_name": "Robert Barr",
    "images_urls": [],
    "year": 1894,
    "images": [],
    "id": 229,
    "category": "Text",
    "genres": [],
    "copyright": "Public domain in the USA.",
    "title": "The Face and the Mask",
    "wikipedia": {
        "found": false
    },
    "average_rating": 4.43,
    "rating_count": 1,
    "goodreads": {
        "url": "https://www.goodreads.com/book/show/9066959-the-face-and-the-mask",
        "found": true
    },
    "similar_books": [],
    "description": "Novel by the teacher, journalist, editor and novelist, born in Glasgow, Scotland and educated in Canada. In 1876 he became a member of the staff of the Detroit Free Press, in which his contributions appeared under the signature \"Luke Sharp.\" In 1881 he removed to London, to establish the weekly English edition of the Free Press, and in 1892 he joined Jerome K. Jerome in founding the Idler magazine, from whose co-editorship he retired in 1895. He was a prolific author, producing many popular novels of the day.",
    "loc_class": "PR: Language and Literatures: English literature",
    "gutenberg": {
        "url": "http://www.gutenberg.org/ebooks/8681",
        "num": 8681
    },
    "authors": [
        75
    ],
    "language": "English",
    "countries": [
        8,
        1
    ],
    "release_date": "2004-11-14T00:00:00",
    "author": 75,
    "cover": "https://s.gr-assets.com/assets/nophoto/book/111x148-bcc042a9c91a29c1d680899eff700a03.png",
    "content_cleaned": false,
    "classes": [
        "to-read",
        "21st-century-lit",
        "books-i-have",
        "short-story-thurs"
    ],
    "content_available": true,
    "n_authors": 1
}

Countries

The countries file contains the information of each country such as books and authors.

Field Type Description
books Array A list of ID of books whose authors are linked to this country.
id Integer The ID corresponding to this country.
name String Country’s name.
authors Array An array of IDs corresponding to the authors linked to this country.

The following JSON sample shows an example of the United Kingdom with bokos and authors.

{
   "movies": [],
   "books": [
      950, 1, 2, 8, 9, 17, 18, 20, 31, 32, 46, 47, 48, 49, 51, 63, 69, 79, 86, 87, 135, 153, 164, 201, 229, 233, 234, 321, 349, 380, 392, 478, 483, 623, 649, 710, 725, 749, 763, 798, 836, 926, 928
   ],
   "id": 1,
   "name": "United Kingdom",
   "authors": [
      1, 7, 10, 11, 33, 54, 57, 75, 76, 77, 106, 160, 246
   ]
}

Years

The years JSON file contains the information for each year in the dataset such as movies and books.

Field Type Description
n_books Integer How many books were published this year.
books Array An array of IDs corresponding to books published this year.

The following JSON sample shows an example.

{
 "movies": [],
 "books": [],
 "n_books": 5,
 "year": 2017
}

Documents

Title Authors Years
The Time Machine H. G. Wells 1895
The War of the Worlds H. G. Wells 1898
A Princess of Mars Edgar Rice Burroughs 1912
Youth Isaac Asimov 1952
2 B R 0 2 B Kurt Vonnegut 1962
Anthem Ayn Rand 1938
Twenty Thousand Leagues under the Sea Jules Verne 1869
The Lost World Arthur Conan Doyle 1912
The Island of Doctor Moreau H. G. Wells 1896
A Journey to the Centre of the Earth Jules Verne 1864
Second Variety Philip K. Dick 1953
The Mysterious Island Jules Verne 1874
The Dunwich Horror H. P. Lovecraft 1929
Beyond the Door Philip K. Dick 1954
The Shunned House H. P. Lovecraft 1937
The Eyes Have It Philip K. Dick 1953
Flatland: A Romance of Many Dimensions (Illustrated) Edwin Abbott Abbott 1884
The House on the Borderland William Hope Hodgson 1908
Astounding Stories of Super-Science January 1930 Ray Cummings et al. 1930
The Night Land William Hope Hodgson 1912
The Gods of Mars Edgar Rice Burroughs 1913
The Variable Man Philip K. Dick 1953
Warlord of Mars Edgar Rice Burroughs 1914
The Big Trip Up Yonder Kurt Vonnegut 1962
Beyond Lies the Wub Philip K. Dick 1952
Twenty Thousand Leagues Under the Seas: An Underwater Tour of the World Verne 1869
Mr. Spaceship Philip K. Dick 1953
From the Earth to the Moon; and, Round the Moon Jules Verne 1865
Triplanetary E. E. Smith 1934
The Hanging Stranger Philip K. Dick 1953
The World Set Free H. G. Wells 1914
Flatland: A Romance of Many Dimensions Edwin Abbott Abbott 1884
In the Year 2889 Jules Verne 1889
The Crystal Crypt Philip K. Dick 1954
The Skull Philip K. Dick 1952
The Gun Philip K. Dick 1952
Deathworld Harry Harrison 1960
The Chessmen of Mars Edgar Rice Burroughs 1922
The Defenders Philip K. Dick 1953
Astounding Stories of Super-Science February 1930 Various 1930
A Little Journey Ray Bradbury 1951
First Lensman E. E. Smith 1950
Thuvia, Maid of Mars Edgar Rice Burroughs 1920
The Cosmic Computer H. Beam Piper 1963
Writings in the United Amateur, 1915-1922 H. P. Lovecraft 1918
The Door in the Wall, and Other Stories H. G. Wells 1911
The Poison Belt Arthur Conan Doyle 1913
The First Men in the Moon H. G. Wells 1901
The Country of the Blind, and Other Stories H. G. Wells 1911
Piper in the Woods Philip K. Dick 1953
Tales of Space and Time H. G. Wells 1899
At the Earth's Core Edgar Rice Burroughs 1914
Armageddon—2419 A.D. Philip Francis Nowlan 1928
Looking Backward, 2000 to 1887 Edward Bellamy 1888
A Journey into the Interior of the Earth Jules Verne 1864
The Hour of the Dragon Robert E. Howard 1950
Tony and the Beetles Philip K. Dick 1954
Diplomatic Immunity Robert Sheckley 1953
The Land That Time Forgot Edgar Rice Burroughs 1918
The Galaxy Primes E. E. Smith 1959
Omnilingual H. Beam Piper 1957
$1,000 A Plate Jack McKenty 1954
When the Sleeper Wakes H. G. Wells 1899
Pellucidar Edgar Rice Burroughs 1915
The Colors of Space Marion Zimmer Bradley 1963
The Skylark of Space Lee Hawkins Garby 1928
Planet of the Damned Harry Harrison 1962
Space Viking H. Beam Piper 1962
Twelve Stories and a Dream H. G. Wells 1903
Astounding Stories of Super-Science April 1930 Anthony Pelcher 1930
Astounding Stories of Super-Science, August 1930 Various 1930
The Time Traders Andre Norton 1958
Astounding Stories of Super-Science, March 1930 Various 1930
Key Out of Time Andre Norton 1963
A Voyage to Arcturus David Lindsay 1920
All Cats Are Gray Andre Norton 1953
Industrial Revolution Poul Anderson 1963
In Search of the Unknown Robert W. Chambers 1904
The Ghost Pirates William Hope Hodgson 1909
The Door Through Space Marion Zimmer Bradley 1961
Astounding Stories of Super-Science, December 1930 Various 1930
The People That Time Forgot Edgar Rice Burroughs 1918
The Defiant Agents Andre Norton 1962
Astounding Stories of Super-Science, June, 1930 Various 1930
A Pail of Air Fritz Leiber 1951
The Food of the Gods and How It Came to Earth H. G. Wells 1904
Down and Out in the Magic Kingdom Cory Doctorow 2003
The Lost Continent Edgar Rice Burroughs 1916
Skylark Three E. E. Smith 1930
The Hyborian Age Robert E. Howard 1938
Plague Ship Andre Norton 1956
Innocent at Large Karen Anderson 1958
The Chapter Ends Poul Anderson 1954
The Game of Rat and Dragon Paul Myron Anthony Linebarger 1955
The Monster Men Edgar Rice Burroughs 1929
Pictures Don't Lie Katherine MacLean 1951
Astounding Stories of Super-Science July 1930 Various 1930
Astounding Stories of Super-Science January 1931 Various 1931
R.U.R. Karel Čapek 1920
Astounding Stories of Super-Science, May, 1930 Various 1930
Astounding Stories, July, 1931 Various 1931
Masters of Space E. Everett Evans 1961
Space Prison Tom Godwin 1958
Astounding Stories of Super-Science, November, 1930 Various 1930
Astounding Stories of Super-Science September 1930 Various 1930
The Tunnel Under The World Frederik Pohl 1955
Duel on Syrtis Poul Anderson 1951
The Black Star Passes Jr. John W. Campbell 1953
The Misplaced Battleship Harry Harrison 1960
Little Fuzzy H. Beam Piper 1962
Out of Time's Abyss Edgar Rice Burroughs 1918
Off on a Comet! a Journey through Planetary Space Jules Verne 1877
Red Nails Robert E. Howard 1936
Astounding Stories of Super-Science, October, 1930 Various 1930
Voyage au Centre de la Terre Jules Verne 1864
Ask a Foolish Question Robert Sheckley 1953
Star Hunter Andre Norton 1961
Futuria Fantasia, Summer 1939 Ray Bradbury 1939
The Devil in Iron Robert E. Howard 1934
Beyond the Black River Robert E. Howard 1935
The Green Odyssey Philip Jos� Farmer 1957
A Witch Shall Be Born Robert E. Howard 1934
A Traveler in Time August Derleth 1953
Vampires of Space Sewell Peaslee Wright 1932
Inside Earth Poul Anderson 1951
The People of the Black Circle Robert E. Howard 1934
Star Born Andre Norton 1957
This Crowded Earth Robert Bloch 1958
Spacehounds of IPC E. E. Smith 1931
The Jewels of Aptor Samuel R. Delany 1962
Astounding Stories, August, 1931 Various 1931
Islands of Space Jr. John W. Campbell 1956
Astounding Stories, April, 1931 Various 1931
L'�le myst�rieuse Jules Verne 1874
The Sleeper Awakes H. G. Wells 1899
The Outlaw of Torn Edgar Rice Burroughs 1914
The Next Logical Step Ben Bova 1962
Lone Star Planet John Joseph McGuire 1957
Vingt mille Lieues Sous Les Mers — Complete Jules Verne 1869
Gods of the North Robert E. Howard 1934
The Judas Valley Randall Garrett 1956
Search the Sky C. M. Kornbluth 1954
The Vortex Blaster E. E. Smith 1960
Subspace Survivors E. E. Smith 1960
The Answer H. Beam Piper 1959
Shadows in Zamboula Robert E. Howard 1935
Black Amazon of Mars Leigh Douglass Brackett 1951
The Dueling Machine Ben Bova 1963
Shadows in the Moonlight Robert E. Howard 1934
Captives of the Flame Samuel R. Delany 1963
The Repairman Harry Harrison 1958
The Ultimate Weapon Jr. John W. Campbell 1966
With the Night Mail: A Story of 2000 A.D. Rudyard Kipling 1905
The Planet Savers Marion Zimmer Bradley 1958
Sentiment, Inc. Poul Anderson 1953
The Thing in the Attic James Blish 1954
The Mercenaries H. Beam Piper 1950
Astounding Stories, June, 1931 Various 1931
Lord Tedric E. E. Smith 1954
The Airlords of Han Philip Francis Nowlan 1929
Despoilers of the Golden Empire Randall Garrett 1959
Empire Clifford D. Simak 1951
Astounding Stories, February, 1931 Various 1931
Gulliver of Mars Edwin Lester Linden Arnold 1905
Survival Kit Frederik Pohl 1957
The Status Civilization Robert Sheckley 1960
Two Timer Fredric Brown 1954
Astounding Stories, March, 1931 Various 1931
Falcons of Narabedla Marion Zimmer Bradley 1957
Jewels of Gwahlur Robert E. Howard 1935
Wolfbane C. M. Kornbluth 1957
Reluctant Genius Henry Slesar 1957
Tedric E. E. Smith 1953
Voodoo Planet Andre Norton 1959
The Moon Pool Abraham Merritt 1918
Storm Over Warlock Andre Norton 1960
The Sensitive Man Poul Anderson 1954
Time and Time Again H. Beam Piper 1947
The Pirates of Ersatz Murray Leinster 1959
Third Planet Murray Leinster 1963
Security Poul Anderson 1953
Queen of the Black Coast Robert E. Howard 1934
The Valor of Cappen Varra Poul Anderson 1957
Pygmalion's Spectacles Stanley Weinbaum 1935
Astounding Stories, May, 1931 Various 1931
Futuria Fantasia, Fall 1939 Ray Bradbury 1939
Watchbird Robert Sheckley 1953
Operation Haystack Frank Herbert 1959
Uller Uprising H. Beam Piper 1952
The Metal Monster Abraham Merritt 1920
The Last Evolution Jr. John W. Campbell 1932
Arm of the Law Harry Harrison 1958
Four-Day Planet H. Beam Piper 1961
Brain Twister Randall Garrett 1959
The Aliens Murray Leinster 1959
Year of the Big Thaw Marion Zimmer Bradley 1954
Gladiator Philip Wylie 1930
One-Shot James Blish 1955
A Journey in Other Worlds: A Romance of the Future John Jacob Astor 1894
The World That Couldn't Be Clifford D. Simak 1958
The Stolen Bacillus and Other Incidents H. G. Wells 1895
He Walked Around the Horses H. Beam Piper 1948
Hellhounds of the Cosmos Clifford D. Simak 1932
Invaders from the Infinite Jr. John W. Campbell 1961
A World is Born Leigh Douglass Brackett 1941
The Gifts of Asti Andre Norton 1948
A Bad Day for Vermin Keith Laumer 1964
Master of Life and Death Robert Silverberg 1957
Starman's Quest Robert Silverberg 1958
Toy Shop Harry Harrison 1962
Plague of Pythons Frederik Pohl 1965
A Thousand Degrees Below Zero Murray Leinster 1919
Assassin Jesse F. Bone 1958
Last Enemy H. Beam Piper 1950
Time Crime H. Beam Piper 1955
Pagan Passions Randall Garrett 1959
Happy Ending Fredric Brown 1957
The Night of the Long Knives Fritz Leiber 1960
They Twinkled Like Jewels Philip Jos� Farmer 1954
Hot Planet Hal Clement 1963
The Girl in the Golden Atom Ray Cummings 1922
Futuria Fantasia, Spring 1940 Various 1940
Ministry of Disturbance H. Beam Piper 1958
The Street That Wasn't There Carl Richard Jacobi 1941
The Sky Is Falling Lester Del Rey 1954
Earthmen Bearing Gifts Fredric Brown 1960
Ralestone Luck Andre Norton 1938
The Weirdest World R. A. Lafferty 1961
The Face and the Mask Robert Barr 1894
Rastignac the Devil Philip Jos� Farmer 1954
Bad Medicine Robert Sheckley 1956
...And It Comes Out Here Lester Del Rey 1951
The Lost Continent Charles John Cutcliffe Wright Hyne 1900
A Trip to Venus: A Novel John Munro 1897
Card Trick John Berryman 1961
Quest of the Golden Ape Randall Garrett 1957
Cry from a Far Planet Tom Godwin 1958
Death Wish Robert Sheckley 1956
Kreativity For Kats Fritz Leiber 1961
Dead Ringer Lester Del Rey 1956
One Man's Poison Robert Sheckley 1953
Postmark Ganymede Robert Silverberg 1957
Survival Tactics Al Sevcik 1958
The King of the City Keith Laumer 1961
Advance Agent Christopher Anvil 1957
The Forgotten Planet Murray Leinster 1954
Prospector's Special Robert Sheckley 1959
Preferred Risk Edson McCann 1955
The Man Who Saw the Future Edmond Hamilton 1930
End as a Hero Keith Laumer 1985
The Door into Infinity Edmond Hamilton 1936
The Brain Alexander Blade 1948
The Creature from Cleveland Depths Fritz Leiber 1962
The Holes Around Mars Jerome Bixby 1954
Salvage in Space Jack Williamson 1933
Birds of a Feather Robert Silverberg 1958
Missing Link Frank Herbert 1959
Each Man Kills Victoria Glad 1951
The K-Factor Harry Harrison 1960
The Edge of the Knife H. Beam Piper 1957
Doorstep Keith Laumer 1961
Nice Girl With 5 Husbands Fritz Leiber 1951
Cost of Living Robert Sheckley 1952
Meeting of the Minds Robert Sheckley 1960
A Trace of Memory Keith Laumer 1962
Thy Name Is Woman Bryce Walton 1953
McIlvaine's Star August Derleth 1952
The Nothing Equation Tom Godwin 1957
Doctor Murray Leinster 1961
Police Your Planet Lester Del Rey 1956
Keep Out Fredric Brown 1954
Futuria Fantasia, Winter 1940 Ray Bradbury 1940
Null-ABC John Joseph McGuire 1953
Bread Overhead Fritz Leiber 1958
Sjambak Jack Vance 1953
Police Operation H. Beam Piper 1948
Curiosities of the Sky Garrett P Serviss 1909
Gambler's World Keith Laumer 1961
The Barbarians Algis Budrys 1958
Warrior Race Robert Sheckley 1952
The Impossibles Randall Garrett 1963
The Day of the Boomer Dukes Frederik Pohl 1956
Sodom and Gomorrah, Texas R. A. Lafferty 1962
Genesis H. Beam Piper 1951
The Velvet Glove Harry Harrison 1956
The Piebald Hippogriff Karen Anderson 1962
Shipwreck in the Sky Eando Binder 1954
Proof of the Pudding Robert Sheckley 1952
Day of the Moron H. Beam Piper 1951
Hall of Mirrors Fredric Brown 1953
The Monster S. M. Tenneshaw 1949
Flight From Tomorrow H. Beam Piper 1950
The Sargasso of Space Edmond Hamilton 1931
D-99 H. B. Fyfe 1962
Space Tug Murray Leinster 1953
Operation Interstellar George O. Smith 1950
Advanced Chemistry Jack G. Huekels 1927
Hunter Patrol John Joseph McGuire 1959
The Trouble with Telstar John Berryman 1963
Supermind Randall Garrett 1963
The Secret of the Ninth Planet Donald A. Wollheim 1959
The Hour of Battle Robert Sheckley 1953
Navy Day Harry Harrison 1954
Project Hush William Tenn 1954
A Martian Odyssey Stanley Weinbaum 1934
The Radio Man Ralph Milne Farley 1924
Wall of Crystal, Eye of Night Algis Budrys 1962
Accidental Death Peter Baily 1959
The Onslaught from Rigel Fletcher Pratt 1932
The Goddess of Atvatabar William Richard Bradshaw 1892
The Draw Jerome Bixby 1954
Micro-Man Forrest J. Ackerman 1946
The Wailing Asteroid Murray Leinster 1960
Citadel Algis Budrys 1955
The Affair of the Brains Anthony Gilmore 1932
The Immortals David Duncan 1960
Unwise Child Randall Garrett 1962
The Big Engine Fritz Leiber 1962
Dearest H. Beam Piper 1951
Warm Robert Sheckley 1953
The Lost Kafoozalum Pauline Ashwell 1960
The Leech Robert Sheckley 1952
The Happy Unfortunate Robert Silverberg 1957
Med Ship Man Murray Leinster 1963
Dream World R. A. Lafferty 1962
The Knights of Arthur Frederik Pohl 1958
Operation Distress Lester Del Rey 1951
Atlantida Pierre Benoit 1919
Let 'Em Breathe Space! Lester Del Rey 1953
Planet of Dread Murray Leinster 1962
Beside Still Waters Robert Sheckley 1953
Invasion Murray Leinster 1933
The Radio Planet Ralph Milne Farley 1926
Earthbound Lester Del Rey 1963
Star Surgeon Alan E Nourse 1959
A Slave is a Slave H. Beam Piper 1962
Junior Robert Abernathy 1956
Pursuit Lester Del Rey 1952
The Return John Joseph McGuire 1954
The Moon-Voyage Jules Verne 1877
People Soup Alan Arkin 1958
The Eyes Have It Randall Garrett 1964
...After a Few Words... Randall Garrett 1962
Aloys R. A. Lafferty 1961
The Keeper H. Beam Piper 1957
And All the Earth a Grave C. C. MacApp 1963
A Bad Day for Sales Fritz Leiber 1953
The Putnam Tradition Sonya Dorman 1963
Shadow of the Mothaship Cory Doctorow 2000
Second Childhood Clifford D. Simak 1951
The Day Time Stopped Moving Ed Earl Repp 1940
On the Fourth Planet Jesse F. Bone 1961
Instant of Decision Randall Garrett 1953
No Moving Parts Murray F. Yaco 1960
Stand by for Mars! Carey Rockwell 1952
Conditionally Human Walter M. Miller 1962
No Great Magic Fritz Leiber 1963
No Strings Attached Lester Del Rey 1954
Graveyard of Dreams H. Beam Piper 1958
The Sound of Silence Barbara Constant 1962
The Marching Morons C. M. Kornbluth 1959
The Space Pioneers Carey Rockwell 1953
Belly Laugh Randall Garrett 1953
The Mummy and Miss Nitocris: A Phantasy of the Fourth Dimension George Griffith 1906
20.000 Mijlen onder Zee: Oostelijk Halfrond Jules Verne 1869
Under Arctic Ice Harry Bates 1933
There is a Reaper ... Charles V. De Vet 1953
Survival Type Jesse F. Bone 1957
Time Fuze Randall Garrett 1954
The Destroyers Randall Garrett 1959
Anything You Can Do ... Randall Garrett 1963
The Dark Door Alan E Nourse 1953
Sabotage in Space Carey Rockwell 1955
Later Than You Think Fritz Leiber 1950
Danger in Deep Space Carey Rockwell 1953
Dr. Kometevsky's Day Fritz Leiber 1952
The Waker Dreams Richard Matheson 1950
The Fifth-Dimension Tube Murray Leinster 1933
The Secret of Kralitz Henry Kuttner 1936
Craphound Cory Doctorow 1998
The Hammer of Thor Charles Willard Diffin 1932
Wandl the Invader Ray Cummings 1932
My Lady Greensleeves Frederik Pohl 1957
The Cosmic Express Jack Williamson 1930
Creatures of the Abyss Murray Leinster 1961
A Spaceship Named McGuire Randall Garrett 1961
I'm a Stranger Here Myself Mack Reynolds 1960
The Graveyard of Space Stephen Marlowe 1956
Coming Attraction Fritz Leiber 1950
Transfer Point Anthony Boucher 1950
Dead World Jack Douglas 1961
Super Man and the Bug Out Cory Doctorow 1998
Operation R.S.V.P. H. Beam Piper 1951
Pariah Planet Murray Leinster 1961
The Einstein See-Saw Miles John Breuer 1932
The Sweeper of Loray Robert Sheckley 1959
That Sweet Little Old Lady Randall Garrett 1959
La Vie �lectrique Albert Robida 1890
Thin Edge Randall Garrett 1963
The Alien Raymond F. Jones 1951
The Highest Treason Randall Garrett 1961
But, I Don't Think Randall Garrett 1959
The Devil's Asteroid Manly Wade Wellman 1941
Spacewrecked on Venus Neil R. Jones 1932
Edison's Conquest of Mars Garrett P Serviss 1898
The Right Time John Berryman 1963
West Of The Sun Edgar Pangborn 1953
If You Was A Moklin Murray Leinster 1951
Extracts from the Galactick Almanack Laurence M. Janifer 1959
The Quantum Jump Robert Wicks -1
The World with a Thousand Moons Edmond Hamilton 1942
Lease to Doomsday Lee Archer 1956
20,000 Leagues under the Sea Jules Verne 1869
The Lost Warship Robert Moore Williams 1943
The Man Who Hated Mars Randall Garrett 1956
The Dwindling Years Lester Del Rey 1956
Legacy James H. Schmitz 1962
Ultima Thule Mack Reynolds 1961
The Moon is Green Fritz Leiber 1952
Victory Lester Del Rey 1955
Slave Planet Laurence M. Janifer 1963
The Last Letter Fritz Leiber 1958
Common Denominator John D. MacDonald 1951
Address: Centauri F L Wallace 1955
B. C. 30,000 S. P. Meek 1932
The Martian Allen Glasser 1932
The Place Where Chicago Was Jim Harmon 1962
Operation: Outer Space Murray Leinster 1954
The Great Nebraska Sea Allan Danzig 1963
Mercenary Mack Reynolds 1962
Rebels of the Red Planet Charles L. Fontenay 1961
The Rag and Bone Men Algis Budrys 1962
All The People R. A. Lafferty 1961
Acid Bath Bill Garson 1952
First on the Moon Jeff Sutton 1958
Heist Job on Thizar Randall Garrett 1956
The Asses of Balaam Randall Garrett 1961
Anchorite Randall Garrett 1962
The Final Figure Sam Merwin 1954
The Planet Strappers Raymond Z. Gallun 1961
Sand Doom Murray Leinster 1946
The Star Lord Boyd Ellanby 1953
The Hunted Heroes Robert Silverberg 1956
Seed of the Arctic Ice Harry Bates 1932
Bullet With His Name Fritz Leiber 1958
Greener Than You Think Ward Moore 1947
The Altar at Midnight C. M. Kornbluth 1952
Song in a Minor Key C. L. Moore 1940
A World by the Tale Seaton McKettrig 1963
What The Left Hand Was Doing Randall Garrett 1960
The Servant Problem Robert F. Young 1962
Nor Iron Bars a Cage.... Randall Garrett 1962
The Measure of a Man Randall Garrett 1960
Shaman Robert Shea 1991
Five Thousand Miles Underground; Or, the Mystery of the Centre of the Earth Rockwood, Roy 1908
Code Three Rick Raphael 1967
Zen Jerome Bixby 1952
The Winds of Time James H. Schmitz 1962
Two Thousand Miles Below Charles Willard Diffin 1933
The Air of Castor Oil Jim Harmon 1961
The Yillian Way Keith Laumer 1962
The Runaway Skyscraper Murray Leinster 1919
The Red Dust Murray Leinster 1921
Treachery in Outer Space Carey Rockwell 1954
The Stars, My Brothers Edmond Hamilton 1962
Beyond the Vanishing Point Ray Cummings 1931
Temple Trouble H. Beam Piper 1951
Pandemic Jesse F. Bone 1962
The Weather on Mercury Joseph Samachson 1953
Damned If You Don't Randall Garrett 1960
The Bramble Bush Randall Garrett 1962
Nightmare Planet Murray Leinster 1953
The End of Time Wallace West 1933
What's He Doing in There? Fritz Leiber 1957
Sales Talk Con Blomberg 1959
Greylorn Keith Laumer 1959
Status Quo Mack Reynolds 1961
Adolescents Only Irving E. Cox 1953
To Choke an Ocean Jesse F. Bone 1960
Psichopath Randall Garrett 1960
Hail to the Chief Randall Garrett 1962
The Death-Traps of FX-31 Sewell Peaslee Wright 1933
Someone Comes to Town, Someone Leaves Town Cory Doctorow 2005
Equality Edward Bellamy 1897
The Adventurer C. M. Kornbluth 1955
The Gravity Business James E. Gunn 1956
The Revolt on Venus Carey Rockwell 1954
Pythias Frederik Pohl 1955
Traders Risk Roger D. Aycock 1958
Operation Terror Murray Leinster 1962
Old Rambling House Frank Herbert 1958
The Professional Approach Charles L. Harness 1962
Morale: A Story of the War of 1941-43 Murray Leinster 1931
Dead Giveaway Randall Garrett 1959
Raiders of the Universes Donald A. Wandrei 1932
Prison of a Billion Years Stephen Marlowe 1956
The Hated Frederik Pohl 1958
Double Standard Alfred Coppel 1952
The Back of Our Heads Stephen Barr 1958
Farmer Mack Reynolds 1961
The Spy in the Elevator Donald E. Westlake 1961
Alien Minds E. Everett Evans 1955
Wizard Laurence M. Janifer 1960
People Minus X Raymond Z. Gallun 1957
Ring Once for Death Robert Arthur 1954
Operation Earthworm Joe Archibald 1955
The Unnecessary Man Randall Garrett 1959
The Revolt of the Star Men Raymond Z. Gallun 1932
Summer Snow Storm Stephen Marlowe 1956
Fee of the Frontier H. B. Fyfe 1960
Exile H. B. Fyfe 1953
The Man from Time Frank Belknap Long 1954
Time In the Round Fritz Leiber 1957
The Venus Trap Evelyn E. Smith 1956
This World Is Taboo Murray Leinster 1961
Sentry Of The Sky Evelyn E. Smith 1961
Founding Father Jesse F. Bone 1962
I Am A Nucleus Stephen Barr 1957
Contagion Katherine MacLean 1950
The Ambulance Made Two Trips Murray Leinster 1960
Collector's Item Evelyn E. Smith 1954
It Could Be Anything Keith Laumer 1963
Mizora: A Prophecy Mary E. Bradley Lane 1890
Space Station 1 Frank Belknap Long 1957
Potential Enemy Mack Reynolds 1953
Badge of Infamy Lester Del Rey 1957
The God in the Box Sewell Peaslee Wright 1931
The Runaway Asteroid Michael D. Cooper 2004
With No Strings Attached Randall Garrett 1963
The Lani People Jesse F. Bone 1962
The Risk Profession Donald E. Westlake 1961
Insidekick Jesse F. Bone 1959
The Foreign Hand Tie Randall Garrett 1961
Out Around Rigel Robert H. Wilson 1931
Cat and Mouse Ralph Williams 1959
Warlord of Kor Terry Gene Carr 1963
Atom Drive Charles L. Fontenay 1956
In the Orbit of Saturn Roman Frederick Starzl 1931
World in a Bottle Allen Kim Lang 1960
With These Hands C. M. Kornbluth 1950
The Girls From Earth Frank Robinson 1952
Yesterday House Fritz Leiber 1952
Attention Saint Patrick Murray Leinster 1960
As Long As You Wish John O'Keefe 1955
An Incident on Route 12 James H. Schmitz 1962
From An Unseen Censor Rosel George Brown 1958
The Saracen: Land of the Infidel Robert Shea 1989
I'll Kill You Tomorrow Helen Huber 1953
They Also Serve Donald E. Westlake 1961
The Machine That Saved The World Murray Leinster 1957
The Mathematicians Arthur Feldman 1953
The Silver Menace Murray Leinster 1919
The Slizzers Jerome Bixby 1953
Equation of Doom Gerald Vance 1957
The Jupiter Weapon Charles L. Fontenay 1959
The Dark Other Stanley Weinbaum 1950
Flamedown H. B. Fyfe 1961
Oh, Rats! Miriam Allen DeFord 1961
Asteroid of Fear Raymond Z. Gallun 1951
Fifty Per Cent Prophet Randall Garrett 1961
Warning from the Stars Ron Cocking 1959
...Or Your Money Back Randall Garrett 1959
The Carnivore Katherine MacLean 1953
Stopover Planet Robert E. Gilbert -1
Brood of the Dark Moon Charles Willard Diffin 1931
The Anglers of Arz Roger D. Aycock 1953
Gone Fishing James H. Schmitz 1961
Venus is a Man's World William Tenn 1957
Vanishing Point C. C. Beck 1959
To Each His Star Bryce Walton 1952
A Place in the Sun Stephen Marlowe 1956
Highways in Hiding George O. Smith 1956
The Blind Spot Homer Eon Flint 1951
The God Next Door Bill Doede 1961
Satellite System H. B. Fyfe 1960
The Blue Tower Evelyn E. Smith 1958
The Dictator Stephen Marlowe 1955
Don't Shoot Robert Zacks 1955
The Issahar Artifacts Jesse F. Bone 1960
She Knew He Was Coming Kris Neville 1953
Viewpoint Randall Garrett 1960
The Pygmy Planet Jack Williamson 1932
The Helpful Hand of God Tom Godwin 1961
Planet of the Gods Robert Moore Williams 1942
Breaking Point James E. Gunn 1953
Star Mother Robert F. Young 1959
Medal of Honor Mack Reynolds 1976
A Gift from Earth Manly Banister 1968
I Was a Teen-Age Secret Weapon Richard Sabia 1959
Juju Murray Leinster 1919
Oneness James H. Schmitz 1963
The Great Dome on Mercury Arthur Leo Zagat 1932
The Stoker and the Stars Algis Budrys 1959
Success Story Earl Goodale 1960
The Rat Race Jay Franklin 1950
The Syndic C. M. Kornbluth 1953
The Troublemakers George O. Smith 1960
Modus Vivendi John Berryman 1961
The Machine That Floats Joe Gibson 1953
The Red Hell of Jupiter Paul Ernst 1931
The Addicts Joseph Samachson 1952
The Leader Murray Leinster 1960
Round-and-Round Trip H. B. Fyfe 1960
Solomon's Orbit William Carroll 1962
When the Sleepers Woke Arthur Leo Zagat 1932
The Music Master of Babylon Edgar Pangborn 1954
The Drug C. C. MacApp 1961
My Shipmate—Columbus Stephen Marlowe 1956
Homesick Lyn Venable 1952
The Worshippers Damon Knight 1953
The Snowball Effect Katherine MacLean 1952
Doomsday Eve Robert Moore Williams 1957
Where the World is Quiet Henry Kuttner 1954
Arcturus Times Three Jack Sharkey 1961
The Hoofer Walter M. Miller 1955
You Don't Make Wine Like the Greeks Did David E. Fisher -1
Remember the Alamo! T. R. Fehrenbach 1961
Whiskaboom Alan Arkin 1955
Service with a Smile Charles L. Fontenay 1958
Earth Alert! Kris Neville 1952
Luna Escapade H. B. Fyfe 1953
Larson's Luck Gerald Vance 1943
Printcrime Cory Doctorow 2006
The Terror from the Depths Sewell Peaslee Wright 1931
Suite Mentale Randall Garrett 1956
A Man Obsessed Alan E Nourse 1955
Ullr Uprising H. Beam Piper 1952
The Gallery Rog Phillips 1959
The Angel of the Revolution: A Tale of the Coming Terror George Griffith 1893
Revolution Mack Reynolds 1960
The Last Place on Earth Jim Harmon 1962
Assignment's End Roger D. Aycock 1954
City of Endless Night Milo Hastings 1920
The Ego Machine Henry Kuttner 1952
The Man Who Played to Lose Laurence M. Janifer 1961
The Freelancer Robert Zacks 1955
The Mating of the Moons Bryce Walton 1953
The Sentimentalists Murray Leinster 1953
Vigorish John Berryman 1960
The Planet Mappers E. Everett Evans 1955
The Solar Magnet S. P. Meek 1931
Longevity Therese Windser 1960
Off Course Mack Reynolds 1954
Dumbwaiter James Stamers 1960
Hanging by a Thread David Gordon -1
Metamorphosis Charles V. De Vet 1960
The Penal Cluster Randall Garrett 1957
—And Devious the Line of Duty Tom Godwin 1962
The Guardians Irving E. Cox 1955
The Star Hyacinths James H. Schmitz 1961
Talents, Incorporated Murray Leinster 1962
Wheels Within Charles V. De Vet 1952
The Princess and the Physicist Evelyn E. Smith 1955
The Alternate Plan Gerry Maddren 1958
Man in a Quandary Joseph Wesley 1958
The Coffin Cure Alan E Nourse 1957
The Glory of Ippling Helen M. Urban 1962
A Question of Courage Jesse F. Bone 1960
De la Terre à la Lune Jules Verne 1865
Rip Foster Rides the Gray Planet Harold L. Goodwin 1952
Collector's Item Robert F. Young 1956
Giants on the Earth S. P. Meek 1931
Traveling Companion Wanted Richard Wilson 1959
The Legion of Lazarus Edmond Hamilton 1956
Lost in Translation Laurence M. Janifer 1961
Made to Measure William Campbell Gault 1951
Lex W. T. Haggert 1959
All Jackson's Children Daniel F. Galouye 1957
Ten From Infinity Paul W. Fairman 1963
The Big Bounce Walter S. Tevis 1958
The Invaders Benjamin Ferris 1951
Today is Forever Roger D. Aycock 2002
Irresistible Weapon H. B. Fyfe 1953
Sweet Tooth Robert F. Young 1963
Manners of the Age H. B. Fyfe 1952
How to Make Friends Jim Harmon 1962
This World Must Die! H. B. Fyfe 1951
Vital Ingredient Gerald Vance 1956
Big Pill Raymond Z. Gallun 1952
A Stone and a Spear Raymond F. Jones 1950
The Eternal Wall Raymond Z. Gallun 1942
The Men in the Walls William Tenn 1963
Final Weapon Everett B. Cole 1955
Always a Qurono Jim Harmon 1962
The Helpful Robots Robert Shea 1957
Subject to Change Ron Goulart 1960
The Mind Master Arthur J. Burks 1932
Spillthrough Daniel F. Galouye 1953
Scrimshaw Murray Leinster 1955
Never Come Midnight Christopher Grimm 1958
New Lamps Robert Moore Williams 1957
Runaway Joseph Samachson 1952
Prime Difference Alan E Nourse 1957
Category Phoenix Boyd Ellanby 1952
The Reluctant Heroes Frank Robinson 1951
The Test Colony Winston K. Marks 1954
Handyman Frank Banta 1962
Zero Hour Alexander Blade 1956
Someone to Watch Over Me Christopher Grimm 1959
Cum Grano Salis Randall Garrett 1959
The 4-D Doodler Graph Waldeyer 1941
The Small World of M-75 Ed M. Clinton 1954
Bodyguard Christopher Grimm 1956
Lion Loose James H. Schmitz 1961
A Matter of Proportion Anne Walker 1959
Flight Through Tomorrow Stanton A. Coblentz 1947
Of All Possible Worlds William Tenn 1955
In Case of Fire Randall Garrett 1960
Dogfight—1973 Mack Reynolds 1953
Love Story Irving E. Cox 1956
The Fire People Ray Cummings 1922
Clean Break Roger D. Aycock 1953
To Remember Charlie By Roger D. Aycock 1954
World Beyond Pluto Stephen Marlowe 1958
The Saracen: The Holy War Robert Shea 1989
Riya's Foundling Algis Budrys 1953
The Bluff of the Hawk Anthony Gilmore 1932
Stop Look and Dig George O. Smith 1953
The First One Herbert D. Kastle 1961
The Stuff Henry Slesar 1961
Blind Man's Lantern Allen Kim Lang 1962
The Secret Martians Jack Sharkey 1960
Subversive Mack Reynolds 1962
Two Weeks in August Frank Robinson 1951
Eastern Standard Tribe Cory Doctorow 2004
Breakdown Herbert D. Kastle 1961
Hard Guy Howard Browne -1
Star, Bright Mark Clifton 1952
Where There's Hope Jerome Bixby 1953
Growing Up On Big Muddy Charles V. De Vet 1957
The Envoy, Her H. B. Fyfe 1951
The Moons of Mars Dean Evans 1952
The Outbreak of Peace H. B. Fyfe 1961
A Transmutation of Muddles H. B. Fyfe 1960
Eight Keys to Eden Mark Clifton 1960
Progress Report Alex Apostolides 1953
The Beginning Henry Hasse 1961
The Great Drought S. P. Meek 1932
Droozle Frank Banta 1962
Image of the Gods Alan E Nourse -1
B-12's Moon Glow Charles A. Stearns 1954
Make Me An Offer Con Blomberg 1957
All Day September Roger Kuykendall 1959
One Against the Moon Donald A. Wollheim 1956
The Mississippi Saucer Frank Belknap Long 1951
Brightside Crossing Alan E Nourse 1956
Blessed Are the Meek G. C. Edmondson 1955
Delay in Transit F L Wallace 1952
Return to Pleasure Island Cory Doctorow 1999
Orphans of the Void Michael Shaara 1952
Man of Many Minds E. Everett Evans 1953
The Sense of Wonder Stephen Marlowe 1951
The Gift Bearer Charles L. Fontenay 1958
Man of Distinction Michael Shaara 1956
Wind Charles L. Fontenay 1959
Confidence Game Jim Harmon 1957
The Ambassador Sam Merwin 1954
Comet's Burial Raymond Z. Gallun 1953
Slaves of Mercury Nathan Schachner 1932
The Good Neighbors Edgar Pangborn 1960
Poisoned Air S. P. Meek 1932
Master of None Neil Goble 1962
A Honeymoon in Space George Chetwynd Griffith 1901
Tarrano the Conqueror Ray Cummings 1930
The World Beyond Ray Cummings 1938
Lords of the Stratosphere Arthur J. Burks 1933
Freedom Mack Reynolds 1961
Pet Farm Roger D. Aycock 1954
Naudsonce H. Beam Piper 1962
The Doorway Evelyn E. Smith 1955
The Fourth "R" George O. Smith 1959
Cubs of the Wolf Raymond F. Jones 1955
The Protector Betsy Curtis 1951
The Jameson Satellite Neil R. Jones 1931
Rough Beast Roger D. Aycock 1962
The Green Beret Tom Purdom 1961
A Matter of Protocol Jack Sharkey 1962
The Planetoid of Peril Paul Ernst 1931
Thompson's Cat Robert Moore Williams 1952
Out of This World Convention Forrest J. Ackerman -1
Sea Legs Frank Quattrocchi 1951
The Vilbar Party Evelyn E. Smith 1955
Angel's Egg Edgar Pangborn 1951
The Perfectionists Arnold Castle 1960
Mars is my Destination Frank Belknap Long 1962
Pirates of the Gorm Nathan Schachner 1932
The Chasers Daniel F. Galouye 1961
Let There Be Light H. B. Fyfe 1952
A Fall of Glass Stanley R. Lee 1960
Do Unto Others Mark Clifton 1958
The Worlds of If Stanley Weinbaum 1935
Stamped Caution Raymond Z. Gallun 1953
The Memory of Mars Raymond F. Jones 1961
Alarm Clock Everett B. Cole 1960
The Four-Faced Visitors of Ezekiel Arthur W. Orton 1961
Gold in the Sky Alan E Nourse 1958
The Invader Alfred Coppel 1953
Home Again, Home Again Cory Doctorow 1999
No Pets Allowed M. A. Cummings 1957
The Pilot and the Bushman Sylvia Jacobs 1951
Native Son T. D. Hamm 1953
Confidence Game James McKimmey 1954
Control Group Roger D. Aycock 1960
Hawk Carse Anthony Gilmore 1931
Satisfaction Guaranteed Joy Leache 1961
Ham Sandwich James H. Schmitz 1963
The Undetected George O. Smith 1959
The Sky Trap Frank Belknap Long 1941
No Substitutions Jim Harmon 1958
The Deadly Daughters Winston K. Marks 1958
The Fire and the Sword Frank Robinson 1951
We Didn't Do Anything Wrong, Hardly Roger Kuykendall 1959
Don't Look Now Leonard Rubin 1960
Backlash Winston K. Marks 1954
The Coming of the Ice Green Peyton 1926
The Hunters Joseph Samachson 1953
Bad Memory Patrick Fahy 1960
Disowned Victor A. Endersby 1932
Recruit for Andromeda Stephen Marlowe 1959
Think Yourself to Death Stephen Marlowe 1957
...So They Baked a Cake Winston K. Marks 1954
The Mightiest Man Patrick Fahy 1961
Amateur in Chancery George O. Smith 1961
Revenge Arthur Porges 1961
The Spicy Sound of Success Jim Harmon 1959
Disqualified Charles L. Fontenay 1954
The Business, As Usual Jack Sharkey 1960
Novice James H. Schmitz 1962
The Luckiest Man in Denv C. M. Kornbluth 1952
The Weakling Everett B. Cole 1961
The Man Who Was Six F L Wallace 1954
Breakaway Stanley Gimble 1955
Blueblood Jim Harmon 1960
The Great Gray Plague Raymond F. Jones 1962
Pen Pal Stephen Marlowe 1951
A Place so Foreign Cory Doctorow 2000
Charity Case Jim Harmon 1959
Hex Laurence M. Janifer 1959
Shamar's War Kris Neville 1964
It's a Small Solar System Allan Howard 1957
Decision Frank Robinson 1953
Desire No More Algis Budrys 1954
Charley de Milo Laurence M. Janifer 1959
Grove of the Unborn Lyn Venable 1957
Scent Makes a Difference James Stamers 1961
Tales of Fantasy and Fact Brander Matthews 1896
The Imitation of Earth James Stamers 1960
Old Mr. Wiley Greye La Spina 1951
Soldier Boy Michael Shaara 1953
The Raid on the Termites Paul Ernst 1932
The Sword Frank Quattrocchi 1953
The Lord of Death and the Queen of Life Homer Eon Flint 1919
Mutineer Robert Shea 1959
Anything You Can Do! Randall Garrett 1963
Unborn Tomorrow Mack Reynolds 1959
Sight Gag Laurence M. Janifer 1962
Resurrection Robert Shea 1957
The Hills of Home Alfred Coppel 1956
Unthinkable Rog Phillips 1949
Watch the Sky James H. Schmitz 1962
Problem on Balak Roger D. Aycock 1953
The Martian Cabal Roman Frederick Starzl 1932
Cerebrum Albert Teichner 1963
Half past Alligator Donald Colvin 1953
The Copper-Clad World Harl Vincent 1931
The Eel Miriam Allen DeFord 1958
Breeder Reaction Winston K. Marks 1954
Big Ancestor F L Wallace 1954
The Dope on Mars Jack Sharkey 1960
One Way Miriam Allen DeFord 1955
The Long Voyage Carl Richard Jacobi 1955
Step IV Rosel George Brown 1960
Security Risk Ed M. Clinton -1
Picture Bride Joseph Samachson 1955
The Players Everett B. Cole 1955
A Touch of E Flat Joe Gibson 1957
Vital Ingredient Charles V. De Vet 1952
Wailing Wall Roger D. Aycock 1952
Occasion for Disaster Randall Garrett 1960
Perfect Answer Joseph Wesley 1958
Voyage To Eternity Stephen Marlowe 1953
Home is Where You Left It Stephen Marlowe 1957
The Mind Digger Winston K. Marks 1958
Prelude to Space Robert W. Haseltine -1
Wanderer of Infinity Harl Vincent 1933
Name Your Symptom Jim Harmon 1956
Something Will Turn Up David Mason 1963
Garrity's Annuities David Mason 1956
Delayed Action Charles V. De Vet 1953
The Celestial Hammerlock Donald Colvin 1951
The Metal Moon Everett C. Smith 1932
The Feeling Roger D. Aycock 1961
Deadly City Paul W. Fairman 1953
East In The Morning David E. Fisher 1960
Weak on Square Roots Russell Burton 1953
The Fantasy Fan September 1933 Various 1933
The Talkative Tree H. B. Fyfe 1962
Man's Best Friend Evelyn E. Smith 1955
My Fair Planet Evelyn E. Smith 1958
End as a World F L Wallace 1955
Lost in the Future John Victor Peterson 1954
My Friend Bobby Alan E Nourse 1963
Millennium Everett B. Cole 1955
Summit Mack Reynolds 1960
The Undersea Tube L. Taylor Hansen 1929
The Beast of Space F. E. Hardart 1941
The Untouchable Stephen A. Kallis 1960
Big Stupe Charles V. De Vet 1955
The Cool War Andrew Fetler 1963
Mate in Two Moves Winston K. Marks 1954
Sinister Paradise Robert Moore Williams 1952
The Beasts in the Void Paul W. Fairman 1956
The Ignoble Savages Evelyn E. Smith 1957
Once a Greech Evelyn E. Smith 1957
The Furious Rose Dean Evans 1952
Hunt the Hunter Kris Neville 1951
The Best Made Plans Everett B. Cole 1959
A City Near Centaurus Bill Doede 1962
Noble Redman Jesse F. Bone 1960
Dawningsburgh Wallace West 1962
Of Time and Texas William F. Nolan 1956
Death's Wisher Jim Wannamaker 1960
The Peacemaker Alfred Coppel 1953
Chain Reaction Boyd Ellanby 1956
Rip Foster in Ride the Gray Planet Harold L. Goodwin 1952
Impact Irving E. Cox 1960
History Repeats George O. Smith 1959
The Instant of Now Irving E. Cox 1953
The Last Supper T. D. Hamm 1952
Unspecialist Murray F. Yaco 1960
Butterfly 9 Donald Keith 1957
Beyond Pandora Robert J. Martin 1962
Dead End Wallace Macfarlane 1952
The Delegate from Venus Henry Slesar 1958
Beach Scene Marshall King -1
The Love of Frank Nineteen David C. Knight 1957
Shipping Clerk Joseph Samachson 1952
The Heads of Apex George Henry Weiss 1931
Bimmie Says Sydney Van Scyoc 1962
Sense from Thought Divide Mark Clifton 1955
Voyage to Far N'jurd Kris Neville 1963
A Woman's Place Mark Clifton 1955
The Awakening Jack Sharkey 1964
Lighter Than You Think Nelson Slade Bond 1957
Bridge Crossing Dave Dryfoos 1951
Circus Alan E Nourse -1
What Do You Read? Boyd Ellanby 1953
A Columbus of Space Garrett P Serviss 1909
The Aggravation of Elmer Robert Arthur 1955
The Cartels Jungle Irving E. Cox 1955
The Golden Judge Nathaniel Gordon 1955
Double or Nothing Jack Sharkey 1962
Black Eyes and the Daily Grind Stephen Marlowe 1952
Martian V.F.W. G. L. Vandenburg 1959
Pushbutton War Joseph Paul Martino 1960
The White Invaders Ray Cummings 1931
Martians Never Die Lucius Daniel 1952
Pharaoh's Broker Ellsworth Douglass 1899
A Matter of Importance Murray Leinster 1959
20.000 Mijlen onder Zee: Westelijk Halfrond Jules Verne 1869
Valley of the Croen Lee Tarbell -1
Divinity Joseph Samachson -1
Judas Ram Sam Merwin 1950
Spoken For Joseph Samachson 1955
John Jones's Dollar Harry Stephen Keeler 1914
The Plague Teddy Keller 1961
Second Sight Alan E Nourse 1956
Zeritsky's Law Ann Griffith 1951
Other Worlds Garrett P Serviss 1901
License to Steal Louis Newman 1959
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Galaxy Magazine June 1974 Galaxy Magazine 1974
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IF Magazine September 1986 IF Magazine 1986

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SFGram (Science-Fiction Gram) is a dataset of public science-fiction novels, books and movie covers. It is designed to be used by researchers to study the evolution of the science-fiction literature over time and to test machine learning algorithms on authorship attribution and document classification tasks. All the documents are now published o…

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