{ "k": 24, "seeds": [ 11, 22, 33 ], "fit_articles": 55000, "vocab_size": 21945, "top_terms": { "0": [ "man", "time", "know", "just", "like", "little", "said", "good", "did", "don", "old", "way", "think", "people", "come", "life", "make", "thing" ], "1": [ "mrs", "home", "spent", "week", "sunday", "daughter", "guests", "son", "family", "visited", "returned", "visit", "visiting", "parents", "saturday", "mother", "relatives", "weekend" ], "2": [ "estate", "deceased", "notice", "said", "persons", "probate", "day", "claims", "given", "court", "creditors", "having", "subscriber", "vouchers", "letters", "late", "excluded", "warned" ], "3": [ "bath", "room", "rooms", "brick", "large", "baths", "house", "kitchen", "heat", "garage", "kit", "porch", "rms", "home", "ave", "bedrms", "modern", "lot" ], "4": [ "meeting", "club", "held", "members", "meet", "evening", "night", "clock", "program", "annual", "hall", "thursday", "friday", "tuesday", "regular", "attend", "wednesday", "business" ], "5": [ "church", "sunday", "rev", "pastor", "service", "services", "morning", "evening", "baptist", "worship", "methodist", "sermon", "prayer", "bible", "christian", "choir", "preach", "clock" ], "6": [ "que", "ell", "los", "del", "por", "las", "para", "una", "esta", "sus", "como", "mas", "este", "han", "pero", "dos", "san", "lie" ], "7": [ "game", "team", "league", "games", "ball", "play", "second", "season", "won", "score", "hits", "teams", "played", "base", "hit", "win", "runs", "inning" ], "8": [ "sale", "trustees", "trust", "deed", "premises", "terms", "district", "recorded", "land", "columbia", "property", "folio", "deposit", "cash", "purchaser", "lot", "liber", "virtue" ], "9": [ "der", "die", "bon", "uno", "ben", "ser", "nit", "unb", "cine", "bic", "sic", "elm", "lit", "fir", "nod", "oes", "auf", "dem" ], "10": [ "city", "street", "south", "north", "west", "east", "company", "police", "avenue", "miles", "feet", "line", "road", "yesterday", "near", "night", "river", "building" ], "11": [ "cent", "year", "market", "prices", "stock", "cents", "steady", "lower", "wheat", "higher", "receipts", "sales", "corn", "total", "week", "price", "increase", "business" ], "12": [ "united", "states", "war", "american", "army", "world", "british", "german", "government", "today", "germany", "military", "country", "france", "nations", "great", "forces", "french" ], "13": [ "school", "high", "schools", "college", "teachers", "education", "students", "class", "university", "board", "work", "children", "year", "training", "teacher", "public", "pupils", "grade" ], "14": [ "funeral", "cemetery", "died", "services", "home", "years", "held", "interment", "wife", "burial", "friends", "survived", "husband", "beloved", "mrs", "death", "hospital", "brother" ], "15": [ "new", "york", "boston", "chicago", "philadelphia", "louis", "today", "brooklyn", "washington", "detroit", "cleveland", "american", "jersey", "cincinnati", "orleans", "pittsburgh", "national", "city" ], "16": [ "miss", "mary", "john", "william", "bride", "wedding", "daughter", "james", "george", "charles", "marriage", "honor", "smith", "helen", "robert", "elizabeth", "thomas", "married" ], "17": [ "court", "judge", "case", "said", "attorney", "jury", "trial", "defendant", "district", "police", "charged", "order", "ordered", "circuit", "clerk", "supreme", "plaintiff", "jail" ], "18": [ "county", "state", "office", "land", "board", "notice", "farm", "clerk", "acres", "day", "montgomery", "road", "section", "commissioners", "township", "counties", "sheriff", "montana" ], "19": [ "car", "ave", "good", "sedan", "motor", "tires", "ford", "sale", "phone", "condition", "coupe", "radio", "owner", "cars", "heater", "auto", "motors", "excellent" ], "20": [ "president", "secretary", "vice", "officers", "elected", "treasurer", "board", "association", "john", "directors", "national", "washington", "william", "executive", "company", "mrs", "james", "assistant" ], "21": [ "white", "sizes", "black", "blue", "water", "floor", "red", "green", "size", "add", "brown", "silk", "cup", "wool", "cotton", "suits", "sugar", "color" ], "22": [ "cure", "remedy", "stomach", "drug", "medicine", "kidney", "use", "cured", "bottle", "sold", "druggists", "health", "pills", "relief", "blood", "trouble", "liver", "pain" ], "23": [ "committee", "senator", "senate", "house", "republican", "congress", "state", "democratic", "vote", "government", "public", "labor", "party", "chairman", "federal", "com", "national", "law" ] }, "stability_matched_cosine_mean": { "0": 0.9933258295059204, "1": 0.9310860633850098, "2": 0.9989732503890991, "3": 0.9993610382080078, "4": 0.9858652353286743, "5": 0.9995485544204712, "6": 0.9999954104423523, "7": 0.999506950378418, "8": 0.9994680881500244, "9": 0.9999903440475464, "10": 0.9269332885742188, "11": 0.7404975891113281, "12": 0.9073160886764526, "13": 0.9922722578048706, "14": 0.9986424446105957, "15": 0.9992836713790894, "16": 0.03830146789550781, "17": 0.9813481569290161, "18": 0.9965327978134155, "19": 0.9175467491149902, "20": 0.5513653755187988, "21": 0.5916332006454468, "22": 0.9737459421157837, "23": 0.9026052951812744 }, "stability_matched_cosine_overall": 0.8927143216133118, "assignment_agreement_across_seeds": [ 0.76095, 0.76785 ], "share_zero_weight_articles": 1.8163572048078976e-05, "year_topic_shares": { "1900": { "-1": 0.0, "0": 0.0623, "1": 0.0388, "2": 0.0153, "3": 0.0108, "4": 0.0202, "5": 0.0224, "6": 0.0178, "7": 0.016, "8": 0.0207, "9": 0.023, "10": 0.0947, "11": 0.0715, "12": 0.0864, "13": 0.0196, "14": 0.0272, "15": 0.0566, "16": 0.0259, "17": 0.0383, "18": 0.0619, "19": 0.0194, "20": 0.0269, "21": 0.0474, "22": 0.0969, "23": 0.0802 }, "1903": { "-1": 0.0001, "0": 0.0787, "1": 0.0438, "2": 0.0132, "3": 0.0128, "4": 0.0207, "5": 0.0242, "6": 0.009, "7": 0.0371, "8": 0.0167, "9": 0.0289, "10": 0.106, "11": 0.0733, "12": 0.054, "13": 0.0266, "14": 0.0239, "15": 0.0562, "16": 0.0293, "17": 0.0532, "18": 0.0588, "19": 0.0181, "20": 0.0332, "21": 0.041, "22": 0.0881, "23": 0.0531 }, "1906": { "-1": 0.0, "0": 0.0798, "1": 0.0528, "2": 0.0144, "3": 0.0119, "4": 0.0219, "5": 0.0217, "6": 0.0136, "7": 0.0306, "8": 0.0195, "9": 0.0255, "10": 0.1041, "11": 0.0577, "12": 0.0406, "13": 0.0242, "14": 0.0249, "15": 0.0536, "16": 0.0293, "17": 0.0546, "18": 0.0567, "19": 0.0208, "20": 0.0352, "21": 0.0565, "22": 0.0761, "23": 0.0739 }, "1909": { "-1": 0.0, "0": 0.0738, "1": 0.0547, "2": 0.0126, "3": 0.015, "4": 0.0256, "5": 0.0241, "6": 0.0093, "7": 0.051, "8": 0.0195, "9": 0.0313, "10": 0.0915, "11": 0.0577, "12": 0.0412, "13": 0.0343, "14": 0.0238, "15": 0.054, "16": 0.0315, "17": 0.0549, "18": 0.0632, "19": 0.0204, "20": 0.0335, "21": 0.04, "22": 0.0684, "23": 0.0689 }, "1912": { "-1": 0.0, "0": 0.0738, "1": 0.0555, "2": 0.0135, "3": 0.0147, "4": 0.0243, "5": 0.0235, "6": 0.0061, "7": 0.0319, "8": 0.0203, "9": 0.0246, "10": 0.0863, "11": 0.0571, "12": 0.0464, "13": 0.0293, "14": 0.0273, "15": 0.0499, "16": 0.0355, "17": 0.0584, "18": 0.0609, "19": 0.0256, "20": 0.0346, "21": 0.0473, "22": 0.0716, "23": 0.0819 }, "1915": { "-1": 0.0, "0": 0.0667, "1": 0.0577, "2": 0.0134, "3": 0.0119, "4": 0.0282, "5": 0.0279, "6": 0.005, "7": 0.049, "8": 0.0194, "9": 0.0393, "10": 0.0746, "11": 0.063, "12": 0.1135, "13": 0.0299, "14": 0.0242, "15": 0.0437, "16": 0.0323, "17": 0.0516, "18": 0.0581, "19": 0.0234, "20": 0.0282, "21": 0.0383, "22": 0.05, "23": 0.0508 }, "1918": { "-1": 0.0001, "0": 0.0576, "1": 0.0586, "2": 0.0107, "3": 0.0082, "4": 0.0228, "5": 0.0235, "6": 0.0162, "7": 0.0206, "8": 0.0133, "9": 0.0253, "10": 0.0556, "11": 0.0704, "12": 0.178, "13": 0.0296, "14": 0.0294, "15": 0.0401, "16": 0.0358, "17": 0.0304, "18": 0.0598, "19": 0.0299, "20": 0.0276, "21": 0.0451, "22": 0.0604, "23": 0.0513 }, "1921": { "-1": 0.0, "0": 0.0665, "1": 0.0732, "2": 0.0118, "3": 0.0177, "4": 0.0336, "5": 0.0275, "6": 0.0134, "7": 0.0569, "8": 0.014, "9": 0.0078, "10": 0.0651, "11": 0.0738, "12": 0.0662, "13": 0.0366, "14": 0.0256, "15": 0.0487, "16": 0.0432, "17": 0.0478, "18": 0.0567, "19": 0.0298, "20": 0.0279, "21": 0.0478, "22": 0.0475, "23": 0.0611 }, "1924": { "-1": 0.0, "0": 0.067, "1": 0.0666, "2": 0.0068, "3": 0.0161, "4": 0.0307, "5": 0.0286, "6": 0.0382, "7": 0.0681, "8": 0.016, "9": 0.0044, "10": 0.0588, "11": 0.0709, "12": 0.0587, "13": 0.0344, "14": 0.0224, "15": 0.0532, "16": 0.0341, "17": 0.0382, "18": 0.0478, "19": 0.0386, "20": 0.0351, "21": 0.0484, "22": 0.0392, "23": 0.078 }, "1927": { "-1": 0.0, "0": 0.0773, "1": 0.0647, "2": 0.0079, "3": 0.0224, "4": 0.0379, "5": 0.0217, "6": 0.0098, "7": 0.0721, "8": 0.0143, "9": 0.0143, "10": 0.0667, "11": 0.0596, "12": 0.073, "13": 0.04, "14": 0.0253, "15": 0.066, "16": 0.0401, "17": 0.0474, "18": 0.0305, "19": 0.0426, "20": 0.0321, "21": 0.0481, "22": 0.026, "23": 0.0605 }, "1930": { "-1": 0.0, "0": 0.0643, "1": 0.0752, "2": 0.0143, "3": 0.014, "4": 0.0355, "5": 0.0314, "6": 0.0278, "7": 0.058, "8": 0.0169, "9": 0.0046, "10": 0.0637, "11": 0.0703, "12": 0.062, "13": 0.0367, "14": 0.0269, "15": 0.0518, "16": 0.042, "17": 0.0498, "18": 0.0384, "19": 0.0306, "20": 0.0326, "21": 0.0522, "22": 0.0316, "23": 0.0698 }, "1933": { "-1": 0.0, "0": 0.0547, "1": 0.0611, "2": 0.0071, "3": 0.0134, "4": 0.0393, "5": 0.038, "6": 0.0036, "7": 0.0777, "8": 0.0167, "9": 0.0077, "10": 0.0551, "11": 0.0771, "12": 0.0673, "13": 0.0378, "14": 0.0236, "15": 0.0678, "16": 0.0512, "17": 0.0481, "18": 0.0347, "19": 0.0306, "20": 0.0456, "21": 0.0309, "22": 0.0196, "23": 0.0916 }, "1936": { "-1": 0.0, "0": 0.0605, "1": 0.0631, "2": 0.0109, "3": 0.0224, "4": 0.0337, "5": 0.029, "6": 0.0334, "7": 0.0939, "8": 0.0102, "9": 0.0094, "10": 0.0531, "11": 0.0503, "12": 0.0556, "13": 0.0377, "14": 0.0352, "15": 0.0535, "16": 0.0505, "17": 0.0349, "18": 0.042, "19": 0.0338, "20": 0.0352, "21": 0.0481, "22": 0.0217, "23": 0.0824 }, "1939": { "-1": 0.0, "0": 0.0459, "1": 0.0722, "2": 0.0097, "3": 0.0225, "4": 0.0438, "5": 0.0448, "6": 0.0328, "7": 0.0712, "8": 0.007, "9": 0.0088, "10": 0.0494, "11": 0.0522, "12": 0.0831, "13": 0.0429, "14": 0.0236, "15": 0.0485, "16": 0.0423, "17": 0.0402, "18": 0.037, "19": 0.0371, "20": 0.044, "21": 0.0489, "22": 0.0164, "23": 0.0761 }, "1942": { "-1": 0.0, "0": 0.0555, "1": 0.076, "2": 0.0138, "3": 0.0199, "4": 0.0265, "5": 0.0314, "6": 0.0257, "7": 0.0796, "8": 0.0062, "9": 0.0209, "10": 0.0397, "11": 0.0493, "12": 0.1474, "13": 0.0441, "14": 0.0212, "15": 0.0432, "16": 0.0389, "17": 0.0244, "18": 0.0301, "19": 0.0365, "20": 0.0304, "21": 0.0582, "22": 0.0211, "23": 0.0602 }, "1945": { "-1": 0.0, "0": 0.0405, "1": 0.0751, "2": 0.0148, "3": 0.034, "4": 0.0331, "5": 0.0372, "6": 0.0084, "7": 0.0639, "8": 0.0081, "9": 0.0314, "10": 0.0427, "11": 0.0402, "12": 0.1559, "13": 0.0446, "14": 0.0309, "15": 0.0375, "16": 0.0335, "17": 0.0355, "18": 0.0283, "19": 0.044, "20": 0.0385, "21": 0.0364, "22": 0.019, "23": 0.0667 }, "1948": { "-1": 0.0001, "0": 0.0381, "1": 0.0832, "2": 0.013, "3": 0.0926, "4": 0.0372, "5": 0.0364, "6": 0.006, "7": 0.0555, "8": 0.0127, "9": 0.0119, "10": 0.0343, "11": 0.0397, "12": 0.0767, "13": 0.0465, "14": 0.0272, "15": 0.0364, "16": 0.037, "17": 0.0303, "18": 0.0355, "19": 0.0688, "20": 0.0369, "21": 0.0489, "22": 0.0142, "23": 0.0807 }, "1951": { "-1": 0.0, "0": 0.039, "1": 0.0868, "2": 0.0114, "3": 0.0703, "4": 0.0357, "5": 0.0326, "6": 0.0062, "7": 0.055, "8": 0.0113, "9": 0.019, "10": 0.0438, "11": 0.0448, "12": 0.0773, "13": 0.0517, "14": 0.0258, "15": 0.0404, "16": 0.0391, "17": 0.0339, "18": 0.0389, "19": 0.0696, "20": 0.0374, "21": 0.0487, "22": 0.0168, "23": 0.0644 }, "1954": { "-1": 0.0, "0": 0.0325, "1": 0.085, "2": 0.0166, "3": 0.0548, "4": 0.0415, "5": 0.0392, "6": 0.0035, "7": 0.0714, "8": 0.0225, "9": 0.0113, "10": 0.0348, "11": 0.0397, "12": 0.0593, "13": 0.0544, "14": 0.028, "15": 0.0399, "16": 0.0339, "17": 0.0341, "18": 0.0381, "19": 0.0831, "20": 0.0428, "21": 0.046, "22": 0.0142, "23": 0.0738 }, "1957": { "-1": 0.0, "0": 0.033, "1": 0.0934, "2": 0.0092, "3": 0.0586, "4": 0.0371, "5": 0.0465, "6": 0.0055, "7": 0.0687, "8": 0.0259, "9": 0.0048, "10": 0.0345, "11": 0.0386, "12": 0.0599, "13": 0.0624, "14": 0.0319, "15": 0.0396, "16": 0.0356, "17": 0.0346, "18": 0.0489, "19": 0.0504, "20": 0.0508, "21": 0.0476, "22": 0.0156, "23": 0.0672 }, "1960": { "-1": 0.0, "0": 0.0331, "1": 0.0849, "2": 0.0184, "3": 0.0609, "4": 0.0263, "5": 0.0352, "6": 0.0024, "7": 0.0518, "8": 0.0163, "9": 0.0015, "10": 0.0362, "11": 0.0377, "12": 0.0659, "13": 0.063, "14": 0.0732, "15": 0.039, "16": 0.0265, "17": 0.0307, "18": 0.0456, "19": 0.0586, "20": 0.0471, "21": 0.0483, "22": 0.0134, "23": 0.0843 }, "1963": { "-1": 0.0001, "0": 0.0379, "1": 0.0761, "2": 0.0231, "3": 0.0399, "4": 0.024, "5": 0.0317, "6": 0.0037, "7": 0.0716, "8": 0.0231, "9": 0.0025, "10": 0.0349, "11": 0.0398, "12": 0.0642, "13": 0.0742, "14": 0.0561, "15": 0.0378, "16": 0.0278, "17": 0.034, "18": 0.0487, "19": 0.0547, "20": 0.0513, "21": 0.0417, "22": 0.0153, "23": 0.0861 } }, "labels_file": "config/topic_labels.json" }