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train_articles · 268k rows

article_id int64 0 305k	source_split stringclasses 1 value	source_line_start int64 3 1.8M	source_line_end int64 5 1.8M	source_line_count int32 1 138	article_word_count int32 1 5.48k	words listlengths 1 5.48k	tf_idf_scores listlengths 1 5.48k	article_text stringlengths 1 35.9k	token_ids listlengths 1 6.45k	token_weights listlengths 1 6.45k	token_word_indices listlengths 1 6.45k	token_is_first_subtoken listlengths 1 6.45k	token_is_last_subtoken listlengths 1 6.45k	article_token_count int32 1 6.45k
0	train	3	5	3	270	[ "senjō", "no", "valkyria", "unrecorded", "chronicles", "japanese", "lit", "valkyria", "of", "the", "battlefield", "commonly", "referred", "to", "as", "valkyria", "chronicles", "iii", "outside", "japan", "is", "a", "tactical", "role", "playing", "video", "game", ...	[ 0.04337979853153229, 0.009777611121535301, 0.36731329560279846, 0.03356168046593666, 0.15113593637943268, 0.033919382840394974, 0.023652922362089157, 0.36731329560279846, 0.035197652876377106, 0.08373305946588516, 0.02386285550892353, 0.018572920933365822, 0.016800135374069214, 0.016490221...	Senjō no Valkyria 3 : Unrecorded Chronicles ( Japanese : 戦場のヴァルキュリア3 , lit . Valkyria of the Battlefield 3 ) , commonly referred to as Valkyria Chronicles III outside Japan , is a tactical role @-@ playing video game developed by Sega and Media.Vision for the PlayStation Portable . Released in January 2011 in Japan , i...	[ 5303, 75, 13293, 642, 821, 4742, 5182, 440, 44695, 6722, 868, 480, 3682, 3248, 6195, 821, 4742, 5182, 273, 253, 34268, 7744, 6289, 281, 347, 821, 4742, 5182, 6722, 868, 37685, 3345, 480, 3682, 310, 247, 31532, 2554, 4882, 3492, 2165, ...	[ 0.04337979853153229, 0.04337979853153229, 0.04337979853153229, 0.009777611121535301, 0.36731329560279846, 0.36731329560279846, 0.36731329560279846, 0.03356168046593666, 0.03356168046593666, 0.15113593637943268, 0.15113593637943268, 0.033919382840394974, 0.033919382840394974, 0.033919382840...	[ 0, 0, 0, 1, 2, 2, 2, 3, 3, 4, 4, 5, 5, 5, 6, 7, 7, 7, 8, 9, 10, 11, 12, 13, 14, 15, 15, 15, 16, 16, 17, 18, 19, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 29, 30, 31, 32, 33, 33, 34, 35, 36, 37, 37, 38, ...	[ 1, 0, 0, 1, 1, 0, 0, 1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1...	[ 0, 0, 1, 1, 0, 0, 1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1...	329
1	train	9	11	3	512	[ "as", "with", "previous", "valkyira", "chronicles", "games", "valkyria", "chronicles", "iii", "is", "a", "tactical", "role", "playing", "game", "where", "players", "take", "control", "of", "a", "military", "unit", "and", "take", "part", "in", "missions", "agai...	[ 0.010019891895353794, 0.012762595899403095, 0.014615527354180813, 0.050043586641550064, 0.03985029458999634, 0.015077781863510609, 0.043044526129961014, 0.03985029458999634, 0.009466121904551983, 0.01571594551205635, 0.03644919767975807, 0.012233701534569263, 0.014287911355495453, 0.007895...	As with previous Valkyira Chronicles games , Valkyria Chronicles III is a tactical role @-@ playing game where players take control of a military unit and take part in missions against enemy forces . Stories are told through comic book @-@ like panels with animated character portraits , with characters speaking partial...	[ 347, 342, 2045, 821, 4742, 8432, 6722, 868, 3958, 821, 4742, 5182, 6722, 868, 37685, 310, 247, 31532, 2554, 4882, 2165, 835, 3773, 1379, 1453, 273, 247, 4668, 3943, 285, 1379, 629, 275, 21468, 1411, 9054, 5621, 6281, 403, 2183, 949, 1...	[ 0.010019891895353794, 0.012762595899403095, 0.014615527354180813, 0.050043586641550064, 0.050043586641550064, 0.050043586641550064, 0.03985029458999634, 0.03985029458999634, 0.015077781863510609, 0.043044526129961014, 0.043044526129961014, 0.043044526129961014, 0.03985029458999634, 0.03985...	[ 0, 1, 2, 3, 3, 3, 4, 4, 5, 6, 6, 6, 7, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49...	[ 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1...	[ 1, 1, 1, 0, 0, 1, 0, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1...	548
2	train	15	17	3	540	[ "the", "game", "takes", "place", "during", "the", "second", "europan", "war", "gallian", "army", "squad", "also", "known", "as", "the", "nameless", "are", "a", "penal", "military", "unit", "composed", "of", "criminals", "foreign", "deserters", "and", "military...	[ 0.08563607931137085, 0.006409442983567715, 0.008436758071184158, 0.006062961183488369, 0.004083138424903154, 0.08563607931137085, 0.004978805314749479, 0.021404435858130455, 0.02843775972723961, 0.18378804624080658, 0.04223783314228058, 0.04215942323207855, 0.0034701337572187185, 0.0106237...	The game takes place during the Second Europan War . Gallian Army Squad 422 , also known as " The Nameless " , are a penal military unit composed of criminals , foreign deserters , and military offenders whose real names are erased from the records and thereon officially referred to by numbers . Ordered by the Gallian ...	[ 253, 2165, 3936, 1659, 1309, 253, 1273, 23620, 266, 2137, 9391, 757, 8544, 13487, 671, 1929, 347, 253, 9557, 6134, 403, 247, 29697, 4668, 3943, 9924, 273, 25481, 5639, 711, 254, 1336, 285, 4668, 33815, 3692, 1524, 4454, 403, 44767, 432,...	[ 0.08563607931137085, 0.006409442983567715, 0.008436758071184158, 0.006062961183488369, 0.004083138424903154, 0.08563607931137085, 0.004978805314749479, 0.021404435858130455, 0.021404435858130455, 0.02843775972723961, 0.18378804624080658, 0.18378804624080658, 0.04223783314228058, 0.04215942...	[ 0, 1, 2, 3, 4, 5, 6, 7, 7, 8, 9, 9, 10, 11, 12, 13, 14, 15, 16, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 26, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 48, ...	[ 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1...	[ 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1...	635
3	train	21	22	2	461	[ "concept", "work", "for", "valkyria", "chronicles", "iii", "began", "after", "development", "finished", "on", "valkyria", "chronicles", "ii", "in", "early", "with", "full", "development", "beginning", "shortly", "after", "this", "the", "director", "of", "valkyria"...	[ 0.010574910789728165, 0.01987209916114807, 0.028213348239660263, 0.33464550971984863, 0.19178855419158936, 0.05256675183773041, 0.006414527073502541, 0.012621963396668434, 0.05824587866663933, 0.009312722831964493, 0.008426571264863014, 0.33464550971984863, 0.19178855419158936, 0.049665853...	Concept work for Valkyria Chronicles III began after development finished on Valkyria Chronicles II in early 2010 , with full development beginning shortly after this . The director of Valkyria Chronicles II , Takeshi Ozawa , returned to that role for Valkyria Chronicles III . Development work took approximately one ye...	[ 4473, 789, 323, 821, 4742, 5182, 6722, 868, 37685, 3407, 846, 2440, 6699, 327, 821, 4742, 5182, 6722, 868, 21255, 275, 2393, 342, 2120, 2440, 5068, 13515, 846, 436, 253, 6423, 273, 821, 4742, 5182, 6722, 868, 21255, 3936, 5801, 23621, ...	[ 0.010574910789728165, 0.01987209916114807, 0.028213348239660263, 0.33464550971984863, 0.33464550971984863, 0.33464550971984863, 0.19178855419158936, 0.19178855419158936, 0.05256675183773041, 0.006414527073502541, 0.012621963396668434, 0.05824587866663933, 0.009312722831964493, 0.0084265712...	[ 0, 1, 2, 3, 3, 3, 4, 4, 5, 6, 7, 8, 9, 10, 11, 11, 11, 12, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 26, 26, 27, 27, 28, 29, 29, 30, 30, 31, 32, 33, 34, 35, 36, 36, 36, 37, 37, 38, 39, 40, ...	[ 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1...	[ 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0...	540
4	train	26	26	1	272	[ "the", "music", "was", "composed", "by", "hitoshi", "sakimoto", "who", "had", "also", "worked", "on", "the", "previous", "valkyria", "chronicles", "games", "when", "he", "originally", "heard", "about", "the", "project", "he", "thought", "it", "would", "be", ...	[ 0.07933931052684784, 0.03751039505004883, 0.0425809845328331, 0.016794627532362938, 0.02406882308423519, 0.03549322485923767, 0.10882410407066345, 0.023569034412503242, 0.013649958185851574, 0.013778472319245338, 0.02950461581349373, 0.019042398780584335, 0.07933931052684784, 0.02751158177...	The music was composed by Hitoshi Sakimoto , who had also worked on the previous Valkyria Chronicles games . When he originally heard about the project , he thought it would be a light tone similar to other Valkyria Chronicles games , but found the themes much darker than expected . An early theme he designed around hi...	[ 253, 3440, 369, 9924, 407, 4352, 25453, 256, 518, 45459, 665, 574, 671, 4307, 327, 253, 2045, 821, 4742, 5182, 6722, 868, 3958, 672, 344, 8927, 3735, 670, 253, 2199, 344, 1869, 352, 651, 320, 247, 1708, 10541, 2074, 281, 643, 821, 4...	[ 0.07933931052684784, 0.03751039505004883, 0.0425809845328331, 0.016794627532362938, 0.02406882308423519, 0.03549322485923767, 0.03549322485923767, 0.10882410407066345, 0.10882410407066345, 0.10882410407066345, 0.023569034412503242, 0.013649958185851574, 0.013778472319245338, 0.029504615813...	[ 0, 1, 2, 3, 4, 5, 5, 6, 6, 6, 7, 8, 9, 10, 11, 12, 13, 14, 14, 14, 15, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 35, 35, 36, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, ...	[ 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1...	[ 1, 1, 1, 1, 1, 0, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1...	321
5	train	30	31	2	300	[ "in", "september", "a", "teaser", "website", "was", "revealed", "by", "sega", "hinting", "at", "a", "new", "valkyria", "chronicles", "game", "in", "its", "september", "issue", "famitsu", "listed", "that", "senjō", "no", "valkyria", "would", "be", "arriving", ...	[ 0.028640253469347954, 0.021610472351312637, 0.021955281496047974, 0.025110144168138504, 0.01692126877605915, 0.0300274807959795, 0.015174489468336105, 0.013093439862132072, 0.048479046672582626, 0.02785603515803814, 0.019866647198796272, 0.021955281496047974, 0.01490182988345623, 0.2203879...	In September 2010 , a teaser website was revealed by Sega , hinting at a new Valkyria Chronicles game . In its September issue , Famitsu listed that Senjō no Valkyria 3 would be arriving on the PlayStation Portable . Its first public appearance was at the 2010 Tokyo Game Show ( TGS ) , where a demo was made available f...	[ 275, 22688, 2037, 247, 716, 12290, 4422, 369, 4950, 407, 396, 2485, 12662, 272, 387, 247, 747, 821, 4742, 5182, 6722, 868, 2165, 275, 697, 22688, 2037, 2523, 1431, 37529, 7117, 326, 5303, 75, 13293, 642, 821, 4742, 5182, 651, 320, 209...	[ 0.028640253469347954, 0.021610472351312637, 0.021610472351312637, 0.021955281496047974, 0.025110144168138504, 0.025110144168138504, 0.01692126877605915, 0.0300274807959795, 0.015174489468336105, 0.013093439862132072, 0.048479046672582626, 0.048479046672582626, 0.02785603515803814, 0.027856...	[ 0, 1, 1, 2, 3, 3, 4, 5, 6, 7, 8, 8, 9, 9, 10, 11, 12, 13, 13, 13, 14, 14, 15, 16, 17, 18, 18, 19, 20, 20, 21, 22, 23, 23, 23, 24, 25, 25, 25, 26, 27, 28, 29, 30, 31, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, ...	[ 1, 1, 0, 1, 1, 0, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 0, 1, 1, 1...	[ 1, 0, 1, 1, 0, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 0, 1, 1, 1, 1...	351
6	train	35	38	4	372	["on","its","day","of","release","in","japan","valkyria","chronicles","iii","topped","both","platfor(...TRUNCATED)	[0.00696173682808876,0.059992045164108276,0.007930818945169449,0.028385205194354057,0.00992606021463(...TRUNCATED)	"On its day of release in Japan , Valkyria Chronicles III topped both platform @-@ exclusive and mul(...TRUNCATED)	[327,697,1388,273,3727,275,480,3682,821,4742,5182,6722,868,37685,32072,1097,5147,11855,285,4471,5147(...TRUNCATED)	[0.00696173682808876,0.059992045164108276,0.007930818945169449,0.028385205194354057,0.00992606021463(...TRUNCATED)	[0,1,2,3,4,5,6,6,7,7,7,8,8,9,10,11,12,13,14,15,16,17,18,19,20,21,21,21,22,23,24,25,26,27,28,29,30,31(...TRUNCATED)	[1,1,1,1,1,1,1,0,1,0,0,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,1,1(...TRUNCATED)	[1,1,1,1,1,1,0,1,0,0,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,1,1,1(...TRUNCATED)	424
7	train	42	42	1	54	["kurt","and","riela","were","featured","in","the","nintendo","crossover","project","x","zone","repr(...TRUNCATED)	[0.11944177001714706,0.019604243338108063,0.2244076132774353,0.03234313800930977,0.07570686936378479(...TRUNCATED)	"Kurt and Riela were featured in the Nintendo 3DS crossover Project X Zone , representing the Valkyr(...TRUNCATED)	[465,4405,285,4172,7896,497,12819,275,253,295,24150,31595,2199,1269,8232,9999,253,821,4742,5182,2962(...TRUNCATED)	[0.11944177001714706,0.11944177001714706,0.019604243338108063,0.2244076132774353,0.2244076132774353,(...TRUNCATED)	[0,0,1,2,2,3,4,5,6,7,7,8,9,10,11,12,13,14,14,14,15,16,17,18,19,20,21,22,23,23,23,24,24,25,26,27,27,2(...TRUNCATED)	[1,0,1,1,0,1,1,1,1,1,0,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,1,1,1,0,0,1,0,1,1,1,0,1,1,1,1,0,1,1,1,1,1,1,1,1(...TRUNCATED)	[0,1,1,0,1,1,1,1,1,0,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,1,1,1,0,0,1,0,1,1,1,0,1,1,1,1,0,1,1,1,1,1,1,1,1,1(...TRUNCATED)	67
8	train	46	48	3	438	["valkyria","chronicles","was","adapted","into","a","two","episode","original","video","animation","(...TRUNCATED)	[0.22642599046230316,0.04658299311995506,0.029381096363067627,0.011970403604209423,0.010198407806456(...TRUNCATED)	"Valkyria Chronicles 3 was adapted into a two @-@ episode original video animation series in the sam(...TRUNCATED)	[821,4742,5182,6722,868,369,12956,715,247,767,9037,3236,3492,16904,2962,275,253,1072,807,273,697,372(...TRUNCATED)	[0.22642599046230316,0.22642599046230316,0.22642599046230316,0.04658299311995506,0.04658299311995506(...TRUNCATED)	[0,0,0,1,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,20,20,21,22,22,22,23,23,24,25,26,26,26,2(...TRUNCATED)	[1,0,0,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0,0,1,1,0,0,1,0,1,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED)	[0,0,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0,0,1,1,0,0,1,0,1,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1(...TRUNCATED)	610
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