15 |
16 |
17 | ## Simple Introduction for MWP
18 | Math Word Problem (MWP) solver aims to automatically generate equations according to natural language problem descriptions. We evaluated our Graph2Tree model in MWP benchmark dataset [MAWPS](https://www.aclweb.org/anthology/N16-1136). A plain sample is shown below.
19 |
20 | | Problem Description | Output Equation |
21 | |-|-|
22 | | 0.5 of the cows are grazing grass . 0.75 of the remaining are sleeping and 9 cows are drinking water from the pond . find the total number of cows . | ( ( 0.5 * x ) + ( 0.75 * ( 0.5 * x ) ) ) + 9.0 = x |
23 |
24 |
25 | As shown in the picture below, to apply our Graph2Tree model. We firstly construct graph input from problem description by syntactic parsing (CoreNLP) and then represent the output equation with a hierarchical structure.
26 |
27 | 
28 |
29 | ## GetStarted
30 |
31 | - Intall required python packages
32 |
33 | > pytorch==1.0.0
34 | > numpy==1.15.4
35 | > networkx==2.2
36 | > tqdm==4.28.1
37 |
38 | - Download [GloVe](http://nlp.stanford.edu/data/glove.6B.zip). For this task, We use the "glove.6B.300d.txt" pretrained embedding.
39 |
40 | - To save your time, we have completed parsing with Stanford CoreNLP for you, and parsing results can be read from ``data/GraphConstruction/file_for_parsing.pkl``
41 |
42 | ## Data
43 |
44 | Our graph data are organized in a dictionary form where meaning of different key-value mappings are as follows:
45 |
46 | - *g_ids*: a mapping from the node ID to its ID in the graph
47 | - *g_id_features*: a mapping from the node ID to its text features
48 | - *g_adj*: a mapping from the node ID to its adjacent nodes (represented as thier IDs)
49 |
50 |
51 | ## Train
52 | > sh train.sh
53 |
54 | ## Test
55 | > sh test.sh
56 |
57 | ## Environment:
58 |
59 | * OS:Ubuntu 16.04.4 LTS
60 | * Gcc version: 5.4.0 20160609 (Ubuntu 5.4.0-6ubuntu1~16.04.10)
61 | * GPU: TITAN Xp
62 | * CUDA: 8.0
63 |
64 | ## Reference
65 |
66 | If you found this repo useful, please consider citing our paper:
67 |
68 | Shucheng Li, Lingfei Wu, Shiwei Feng, Fangli Xu, Fengyuan Xu and Sheng Zhong, **"Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem."** In *Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing.*
69 |
70 | @article{li2020graph,
71 | title={Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem},
72 | author={Li, Shucheng and Wu, Lingfei and Feng, Shiwei and Xu, Fangli and Xu, Fengyuan and Zhong, Sheng},
73 | journal={EMNLP},
74 | year={2020}
75 | }
76 |
--------------------------------------------------------------------------------
/data/GraphConstruction/constituency.py:
--------------------------------------------------------------------------------
1 |
2 | from sys import path
3 | path.append(r'../../src')
4 |
5 | import time
6 | import os
7 | import torch
8 | import json
9 | import tqdm
10 | import copy
11 | import random
12 | import numpy as np
13 | import argparse
14 | import pickle as pkl
15 | import networkx as nx
16 | import networkx.algorithms as nxalg
17 |
18 | from pycorenlp import StanfordCoreNLP
19 | from data_utils import SymbolsManager
20 | from data_utils import convert_to_tree
21 | from collections import OrderedDict
22 | from pythonds.basic.stack import Stack
23 |
24 |
25 |
26 | ## Some options about constituency tree construction :
27 | # * whether cut root node
28 | # * whether cut line/pos node
29 | # * whether link word nodes
30 | # * whether split sentence
31 |
32 |
33 | _cut_root_node = True
34 | _cut_line_node = True
35 | _cut_pos_node = False
36 | _link_word_nodes = False
37 | _split_sentence = False
38 |
39 | source_data_dir = "../TextData/"
40 | output_data_dir = "../GraphConstruction/"
41 | batch_size = 30
42 | min_freq = 2
43 | max_vocab_size = 15000
44 | seed = 123
45 |
46 | random.seed(seed)
47 | np.random.seed(seed)
48 | torch.manual_seed(seed)
49 |
50 |
51 | class InputPreprocessor(object):
52 | def __init__(self, url = 'http://localhost:9000'):
53 | self.nlp = StanfordCoreNLP(url)
54 |
55 | def featureExtract(self,src_text,whiteSpace=True):
56 | if src_text.strip() in preparsed_file.keys():
57 | return preparsed_file[src_text.strip()]
58 | print("miss!")
59 | data = {}
60 | output = self.nlp.annotate(src_text.strip(), properties={
61 | 'annotators': "tokenize,ssplit,pos,parse",
62 | "tokenize.options":"splitHyphenated=true,normalizeParentheses=false",
63 | "tokenize.whitespace": whiteSpace,
64 | 'ssplit.isOneSentence': True,
65 | 'outputFormat': 'json'
66 | })
67 |
68 | snt = output['sentences'][0]["tokens"]
69 | depency = output['sentences'][0]["basicDependencies"]
70 | data["tok"] = []
71 | data["pos"] = []
72 | data["dep"] = []
73 | data["governor"] = []
74 | data["dependent"] = []
75 | data['parse'] = output['sentences'][0]['parse']
76 | for snt_tok in snt:
77 | data["tok"].append(snt_tok['word'])
78 | data["pos"].append(snt_tok['pos'])
79 | for deps in depency:
80 | data["dep"].append(deps['dep'])
81 | data["governor"].append(deps['governor'])
82 | data["dependent"].append(deps['dependent'])
83 | return data
84 |
85 | import os
86 |
87 | def get_preparsed_file():
88 | if not os.path.exists("./file_for_parsing.pkl"):
89 | file_for_parsing = {}
90 | processor_tmp = InputPreprocessor()
91 |
92 | with open(source_data_dir+"all.txt", "r") as f:
93 | lines = f.readlines()
94 | for l in tqdm.tqdm(lines):
95 | str_ = l.strip().split('\t')[0]
96 | file_for_parsing[str_] = processor_tmp.featureExtract(str_)
97 |
98 | pkl.dump(file_for_parsing, open("./file_for_parsing.pkl", "wb"))
99 | else:
100 | preparsed_file = pkl.load(open("./file_for_parsing.pkl", "rb"))
101 | return preparsed_file
102 |
103 | preparsed_file = get_preparsed_file()
104 |
105 | class Node():
106 | def __init__(self, word, type_, id_):
107 | # word: this node's text
108 | self.word = word
109 |
110 | # type: 0 for word nodes, 1 for constituency nodes, 2 for dependency nodes(if they exists)
111 | self.type = type_
112 |
113 | # id: unique identifier for every node
114 | self.id = id_
115 |
116 | self.head = False
117 |
118 | self.tail = False
119 |
120 | def __str__(self):
121 | return self.word
122 |
123 |
124 | def split_str(string):
125 | if " . " not in string:
126 | return [string]
127 | else:
128 | s_arr = string.split(" . ")
129 | res = []
130 | for s in s_arr:
131 | if s[-1] != "." and s != s_arr[-1]:
132 | s = s+" ."
133 | res.append(s)
134 | return res
135 |
136 | def cut_root_node(con_string):
137 | tmp = con_string
138 | if con_string[0] == '(' and con_string[-1] == ')':
139 | tmp = con_string[1:-1].replace("ROOT", "")
140 | if tmp[0] == '\n':
141 | tmp = tmp[1:]
142 | return tmp
143 |
144 | def cut_pos_node(g):
145 | node_arr = list(g.nodes())
146 | del_arr = []
147 | for n in node_arr:
148 | edge_arr = list(g.edges())
149 | cnt_in = 0
150 | cnt_out = 0
151 | for e in edge_arr:
152 | if n.id == e[0].id:
153 | cnt_out += 1
154 | out_ = e[1]
155 | if n.id == e[1].id:
156 | cnt_in += 1
157 | in_ = e[0]
158 | if cnt_in == 1 and cnt_out == 1 and out_.type == 0:
159 | del_arr.append((n, in_, out_))
160 | for d in del_arr:
161 | g.remove_node(d[0])
162 | g.add_edge(d[1], d[2])
163 | return g
164 |
165 | def cut_line_node(g):
166 | node_arr = list(g.nodes())
167 |
168 | for n in node_arr:
169 | edge_arr = list(g.edges())
170 | cnt_in = 0
171 | cnt_out = 0
172 | for e in edge_arr:
173 | if n.id == e[0].id:
174 | cnt_out += 1
175 | out_ = e[1]
176 | if n.id == e[1].id:
177 | cnt_in += 1
178 | in_ = e[0]
179 | if cnt_in == 1 and cnt_out == 1:
180 | g.remove_node(n)
181 | # print "remove", n
182 | g.add_edge(in_, out_)
183 | # print "add_edge", in_, out_
184 | return g
185 |
186 |
187 | def get_seq_nodes(g):
188 | res = []
189 | node_arr = list(g.nodes())
190 | for n in node_arr:
191 | if n.type == 0:
192 | res.append(copy.deepcopy(n))
193 | return sorted(res, key=lambda x:x.id)
194 |
195 | def get_non_seq_nodes(g):
196 | res = []
197 | node_arr = list(g.nodes())
198 | for n in node_arr:
199 | if n.type != 0:
200 | res.append(copy.deepcopy(n))
201 | return sorted(res, key=lambda x:x.id)
202 |
203 | def get_all_text(g):
204 | seq_arr = get_seq_nodes(g)
205 | nonseq_arr = get_non_seq_nodes(g)
206 | seq = [x.word for x in seq_arr]
207 | nonseq = [x.word for x in nonseq_arr]
208 | return seq + nonseq
209 |
210 | def get_all_id(g):
211 | seq_arr = get_seq_nodes(g)
212 | nonseq_arr = get_non_seq_nodes(g)
213 | seq = [x.id for x in seq_arr]
214 | nonseq = [x.id for x in nonseq_arr]
215 | return seq + nonseq
216 |
217 | def get_id2word(g):
218 | res = {}
219 | seq_arr = get_seq_nodes(g)
220 | nonseq_arr = get_non_seq_nodes(g)
221 | for x in seq_arr:
222 | res[x.id] = x.word
223 | for x in nonseq_arr:
224 | res[x.id] = x.word
225 | return res
226 |
227 | def nodes_to_string(l):
228 | return " ".join([x.word for x in l])
229 |
230 | def print_edges(g):
231 | edge_arr = list(g.edges())
232 | for e in edge_arr:
233 | print (e[0].word, e[1].word),(e[0].id, e[1].id)
234 |
235 | def print_nodes(g, he_ta = False):
236 | nodes_arr = list(g.nodes())
237 | if he_ta:
238 | print [(n.word, n.id, n.head, n.tail) for n in nodes_arr]
239 | else:
240 | print [(n.word, n.id) for n in nodes_arr]
241 |
242 | def graph_connect(a_, b_):
243 | a = copy.deepcopy(a_)
244 | b = copy.deepcopy(b_)
245 | max_id = 0
246 | for n in a.nodes():
247 | if n.id > max_id:
248 | max_id = n.id
249 | tmp = copy.deepcopy(b)
250 | for n in tmp.nodes():
251 | n.id += max_id
252 |
253 | res = nx.union(a, tmp)
254 | seq_nodes_arr = []
255 | for n in res.nodes():
256 | if n.type == 0:
257 | seq_nodes_arr.append(n)
258 | seq_nodes_arr.sort(key=lambda x:x.id)
259 | for idx in range(len(seq_nodes_arr)):
260 | if idx != len(seq_nodes_arr) - 1 and seq_nodes_arr[idx].tail == True:
261 | if seq_nodes_arr[idx + 1].head == True:
262 | res.add_edge(seq_nodes_arr[idx], seq_nodes_arr[idx + 1])
263 | res.add_edge(seq_nodes_arr[idx + 1], seq_nodes_arr[idx])
264 | return res
265 |
266 | def get_vocab(g):
267 | a = set()
268 | for n in list(g.nodes()):
269 | a.add(n.word)
270 | return a
271 |
272 | def get_adj(g):
273 | #reverse the direction
274 | adj_dict = {}
275 | for node, n_dict in g.adjacency():
276 | adj_dict[node.id] = []
277 |
278 | for node, n_dict in g.adjacency():
279 | for i in n_dict.items():
280 | adj_dict[i[0].id].append(node.id)
281 | return adj_dict
282 |
283 | def get_constituency_graph(input_tmp):
284 | tmp_result = input_tmp
285 |
286 | if _cut_root_node:
287 | parse_str = cut_root_node(str(tmp_result['parse']))
288 | else:
289 | parse_str = str(tmp_result['parse'])
290 | for punc in ['(',')']:
291 | parse_str = parse_str.replace(punc,' ' + punc + ' ')
292 | parse_list = str(parse_str).split()
293 |
294 | res_graph = nx.DiGraph()
295 | pstack = Stack()
296 | idx = 0
297 | while idx < len(parse_list):
298 | if parse_list[idx] == '(':
299 | new_node = Node(word=parse_list[idx+1], id_=idx+1, type_=1)
300 | res_graph.add_node(new_node)
301 | pstack.push(new_node)
302 |
303 | if pstack.size() > 1:
304 | node_2 = pstack.pop()
305 | node_1 = pstack.pop()
306 | res_graph.add_edge(node_1, node_2)
307 | pstack.push(node_1)
308 | pstack.push(node_2)
309 | elif parse_list[idx] == ')':
310 | pstack.pop()
311 | elif parse_list[idx] in tmp_result['tok']:
312 | new_node = Node(word=parse_list[idx], id_=idx, type_=0)
313 | node_1 = pstack.pop()
314 | if node_1.id != new_node.id:
315 | res_graph.add_edge(node_1, new_node)
316 | pstack.push(node_1)
317 | idx += 1
318 |
319 | max_id = 0
320 | for n in res_graph.nodes():
321 | if n.type == 0 and n.id > max_id:
322 | max_id = n.id
323 |
324 | min_id = 99999
325 | for n in res_graph.nodes():
326 | if n.type == 0 and n.id < min_id:
327 | min_id = n.id
328 |
329 | for n in res_graph.nodes():
330 | if n.type == 0 and n.id == max_id:
331 | n.tail = True
332 | if n.type == 0 and n.id == min_id:
333 | n.head = True
334 | return res_graph
335 |
336 |
337 |
338 | def generate_batch_graph(output_file, string_batch):
339 |
340 | # generate constituency graph
341 | graph_list = []
342 | processor = InputPreprocessor()
343 | max_node_size = 0
344 | for s in string_batch:
345 |
346 | # generate multiple graph
347 | if _split_sentence:
348 | s_arr = split_str(s)
349 |
350 | g = cut_line_node(get_constituency_graph(processor.featureExtract(s_arr[0])))
351 | for sub_s in s_arr:
352 | if sub_s != s_arr[0]:
353 | tmp = cut_line_node(get_constituency_graph(processor.featureExtract(sub_s)))
354 | g = graph_connect(g, tmp)
355 |
356 | # decide how to cut nodes
357 | if _cut_pos_node:
358 | g = cut_pos_node(get_constituency_graph(processor.featureExtract(s)))
359 | elif _cut_line_node:
360 | g = cut_line_node(get_constituency_graph(processor.featureExtract(s)))
361 | else:
362 | g = (get_constituency_graph(processor.featureExtract(s)))
363 |
364 | if len(list(g.nodes())) > max_node_size:
365 | max_node_size = len(list(g.nodes()))
366 | graph_list.append(g)
367 |
368 | info_list = []
369 | batch_size = len(string_batch)
370 | for index in range(batch_size):
371 | word_list = get_all_text(graph_list[index])
372 | word_len = len(get_seq_nodes(graph_list[index]))
373 | id_arr = get_all_id(graph_list[index])
374 | adj_dic = get_adj(graph_list[index])
375 | new_dic = {}
376 |
377 | # transform id to position in wordlist
378 | for k in adj_dic.keys():
379 | new_dic[id_arr.index(k)] = [id_arr.index(x) for x in adj_dic[k]]
380 |
381 | info = {}
382 |
383 | g_ids = {}
384 | g_ids_features = {}
385 | g_adj = {}
386 |
387 | for idx in range(max_node_size):
388 | g_ids[idx] = idx
389 | if idx < len(word_list):
390 | g_ids_features[idx] = word_list[idx]
391 |
392 | if _link_word_nodes:
393 | if idx <= word_len - 1:
394 | if idx == 0:
395 | new_dic[idx].append(idx + 1)
396 | elif idx == word_len - 1:
397 | new_dic[idx].append(idx - 1)
398 | else:
399 | new_dic[idx].append(idx - 1)
400 | new_dic[idx].append(idx + 1)
401 |
402 | g_adj[idx] = new_dic[idx]
403 | else:
404 | g_ids_features[idx] = '' 405 | g_adj[idx] = [] 406 | 407 | info['g_ids'] = g_ids 408 | info['g_ids_features'] = g_ids_features 409 | info['g_adj'] = g_adj 410 | 411 | info_list.append(info) 412 | 413 | with open(output_file, "a+") as f: 414 | for idx in range(len(info_list)): 415 | f.write(json.dumps(info_list[idx]) + '\n') 416 | 417 | batch_vocab = [] 418 | for x in graph_list: 419 | non_arr = nodes_to_string(get_non_seq_nodes(x)).split() 420 | for w in non_arr: 421 | if w not in batch_vocab: 422 | batch_vocab.append(w) 423 | return batch_vocab 424 | 425 | 426 | def train_data_preprocess(): 427 | time_start = time.time() 428 | word_manager = SymbolsManager(True) 429 | word_manager.init_from_file("{}/vocab.q.txt".format(source_data_dir), min_freq, max_vocab_size) 430 | form_manager = SymbolsManager(True) 431 | form_manager.init_from_file("{}/vocab.f.txt".format(source_data_dir), 0, max_vocab_size) 432 | print(word_manager.vocab_size) 433 | print(form_manager.vocab_size) 434 | 435 | data = [] 436 | with open("{}/{}.txt".format(source_data_dir, "train"), "r") as f: 437 | for line in f: 438 | l_list = line.split("\t") 439 | w_list = l_list[0].strip().split(' ') 440 | r_list = form_manager.get_symbol_idx_for_list(l_list[1].strip().split(' ')) 441 | cur_tree = convert_to_tree(r_list, 0, len(r_list), form_manager) 442 | 443 | data.append((w_list, r_list, cur_tree)) 444 | 445 | out_graphfile = "{}/graph.train".format(output_data_dir) 446 | if os.path.exists(out_graphfile): 447 | os.remove(out_graphfile) 448 | # generate batch graph here 449 | if len(data) % batch_size != 0: 450 | n = len(data) 451 | for i in range(batch_size - len(data)%batch_size): 452 | data.insert(n-i-1, copy.deepcopy(data[n-i-1])) 453 | 454 | index = 0 455 | while index + batch_size <= len(data): 456 | # generate graphs with order and dependency information 457 | input_batch = [" ".join(data[index + idx][0]) for idx in range(batch_size)] 458 | new_vocab = generate_batch_graph(output_file=out_graphfile, string_batch=input_batch) 459 | for w in new_vocab: 460 | if w not in word_manager.symbol2idx: 461 | word_manager.add_symbol(w) 462 | print "{} Added.".format(w) 463 | index += batch_size 464 | print index 465 | 466 | out_datafile = "{}/train.pkl".format(output_data_dir) 467 | with open(out_datafile, "wb") as out_data: 468 | pkl.dump(data, out_data) 469 | 470 | out_mapfile = "{}/map.pkl".format(output_data_dir) 471 | with open(out_mapfile, "wb") as out_map: 472 | pkl.dump([word_manager, form_manager], out_map) 473 | 474 | print(word_manager.vocab_size) 475 | print(form_manager.vocab_size) 476 | 477 | time_end = time.time() 478 | print "time used:" + str(time_end - time_start) 479 | 480 | def test_data_preprocess(): 481 | data = [] 482 | managers = pkl.load( open("{}/map.pkl".format(output_data_dir), "rb" ) ) 483 | word_manager, form_manager = managers 484 | with open("{}/{}.txt".format(source_data_dir, "test"), "r") as f: 485 | for line in f: 486 | l_list = line.split("\t") 487 | w_list = l_list[0].strip().split(' ') 488 | r_list = form_manager.get_symbol_idx_for_list(l_list[1].strip().split(' ')) 489 | cur_tree = convert_to_tree(r_list, 0, len(r_list), form_manager) 490 | data.append((w_list, r_list, cur_tree)) 491 | out_datafile = "{}/test.pkl".format(output_data_dir) 492 | with open(out_datafile, "wb") as out_data: 493 | pkl.dump(data, out_data) 494 | 495 | out_graphfile = "{}/graph.test".format(output_data_dir) 496 | if os.path.exists(out_graphfile): 497 | os.remove(out_graphfile) 498 | 499 | index = 0 500 | while index + batch_size <= len(data): 501 | # generate graphs with order and dependency information 502 | input_batch = [" ".join(data[index + idx][0]) for idx in range(batch_size)] 503 | new_vocab = generate_batch_graph(output_file=out_graphfile, string_batch=input_batch) 504 | index += batch_size 505 | 506 | if index != len(data): 507 | input_batch = [" ".join(data[idx][0]) for idx in range(index,len(data))] 508 | new_vocab = generate_batch_graph(output_file=out_graphfile, string_batch=input_batch) 509 | 510 | 511 | def valid_data_preprocess(): 512 | data = [] 513 | managers = pkl.load( open("{}/map.pkl".format(output_data_dir), "rb" ) ) 514 | word_manager, form_manager = managers 515 | with open("{}/{}.txt".format(source_data_dir, "valid"), "r") as f: 516 | for line in f: 517 | l_list = line.split("\t") 518 | w_list = l_list[0].strip().split(' ') 519 | r_list = form_manager.get_symbol_idx_for_list(l_list[1].strip().split(' ')) 520 | cur_tree = convert_to_tree(r_list, 0, len(r_list), form_manager) 521 | data.append((w_list, r_list, cur_tree)) 522 | out_datafile = "{}/valid.pkl".format(output_data_dir) 523 | with open(out_datafile, "wb") as out_data: 524 | pkl.dump(data, out_data) 525 | 526 | out_graphfile = "{}/graph.valid".format(output_data_dir) 527 | if os.path.exists(out_graphfile): 528 | os.remove(out_graphfile) 529 | 530 | index = 0 531 | while index + batch_size <= len(data): 532 | # generate graphs with order and dependency information 533 | input_batch = [" ".join(data[index + idx][0]) for idx in range(batch_size)] 534 | new_vocab = generate_batch_graph(output_file=out_graphfile, string_batch=input_batch) 535 | index += batch_size 536 | 537 | if index != len(data): 538 | input_batch = [" ".join(data[idx][0]) for idx in range(index,len(data))] 539 | new_vocab = generate_batch_graph(output_file=out_graphfile, string_batch=input_batch) 540 | 541 | train_data_preprocess() 542 | 543 | test_data_preprocess() 544 | 545 | valid_data_preprocess() 546 | 547 | 548 | 549 | -------------------------------------------------------------------------------- /data/TextData/test.txt: -------------------------------------------------------------------------------- 1 | what is 1 % of 2 ? 1 * 0.01 * 2 = x 2 | a bee has 2 legs . how many legs do 1 bees have ? x = ( 2 * 1 ) 3 | twice a number increased by 2 is 1 . find the number . ( 2.0 * x ) + 2 = 1 4 | the sum of 1 of a number and two is eight . find the number . ( 1 * x ) + 2.0 = 8.0 5 | the sum of a number and its reciprocal is 1 . find the number . x + ( 1.0 / x ) = 1 6 | a number is 1 less than the sum of 2 and 3 . what is the number ? ( 2 + 3 ) - 1 = x 7 | norma has 1 cards . she loses 2 . how many cards will norma have ? x = ( 1 - 2 ) 8 | sara has 1 marbles . she loses 2 . how many marbles will sara have ? x = ( 1 - 2 ) 9 | bert runs 1 miles every day . how many miles will bert run in 2 weeks ? 1 * ( 2 * 7 ) = x 10 | ruby has 1 apples . emily takes 2 away . how many apples will ruby have ? x = ( 1 - 2 ) 11 | there are 2 birds and 1 nests . how many more birds are there than nests ? x = ( 2 - 1 ) 12 | tim has 2 books . mike has 1 books . how many books do they have together ? 2 + 1 = x 13 | 2 dogs are barking . 1 more dogs start to bark . how many dogs are barking ? x = ( 2 + 1 ) 14 | keith has 1 books . jason has 2 books . how many books do they have together ? x = 1 + 2 15 | paco had 1 cookies . paco ate 2 of them . how many cookies did paco have left ? 1 - 2 = x 16 | dorothy has 1 cards . she gives 2 to harold . how many cards will dorothy have ? x = ( 1 - 2 ) 17 | wendy ran 2 miles and walked 1 miles . how much farther did wendy run than walk ? x = 2 - 1 18 | mary starts with 1 eggs . she finds another 2 . how many eggs does mary end with ? x = ( 1 + 2 ) 19 | there are 1 calories in a candy bar . how many calories are there in 2 candy bars ? 1 * 2 = x 20 | pamela has 1 skittles . she gives 2 to karen . how many skittles will pamela have ? x = ( 1 - 2 ) 21 | sally grew 2 carrots . fred grew 1 carrots . how many carrots did they grow in all ? x = 2 + 1 22 | christopher strolled 2 miles at 1 miles per hour . how long did christopher stroll ? x = ( 2 / 1 ) 23 | sandy grew 2 carrots . sam grew 1 carrots . how many carrots did they grow in total ? x = 2 + 1 24 | if benjamin strolled 2 miles at 1 miles per hour , how long was benjamin travelling ? x = ( 2 / 1 ) 25 | donald has 1 oranges . he finds another 2 . how many oranges does donald have in all ? x = ( 1 + 2 ) 26 | virginia starts with 1 eggs . amy takes 2 away . how many eggs does virginia end with ? x = ( 1 - 2 ) 27 | the town of milburg has 1 grown - ups and 2 children . how many people live in milburg ? 1 + 2 = x 28 | sandy grew 1 pumpkins . mike grew 2 pumpkins . how many pumpkins did they grow in total ? 1 + 2 = x 29 | william starts with 2 tickets . he buys 1 more . how many tickets does william end with ? x = ( 2 + 1 ) 30 | nancy grew 1 potatoes . sandy grew 2 potatoes . how many potatoes did they grow in total ? 1 + 2 = x 31 | tina has 1 bananas . she gets 2 more from joyce . how many bananas does tina have in all ? x = ( 1 + 2 ) 32 | if lawrence walked 2 kilometers at 1 kilometers per hour , how long was lawrence walking ? x = ( 2 - 1 ) 33 | 4 times the sum of a number and 2 is 3 less than 1 times that number . what is the number ? 4 * ( 2 + x ) = ( 1 * x ) - 3 34 | there are 2 squirrels in a tree with 1 nuts . how many more squirrels are there than nuts ? x = ( 2 - 1 ) 35 | five times the difference of twice a number and nine is negative fifteen . find the number . 5.0 * ( ( 2.0 * x ) - 9.0 ) = 0 - 15.0 36 | paula has 2 boxes of peanuts . each box holds 1 peanuts . how many peanuts does paula have ? x = ( 2 * 1 ) 37 | pamela bought 2 ounces of sugar , and she spilled 1 ounces of it on the floor . how much is ? x = 2 - 1 38 | brenda has 1 apples . she gets 2 more from willie . how many apples does brenda have in all ? x = ( 1 + 2 ) 39 | james has 1 balloons . amy has 2 balloons . how many more balloons does james have than amy ? x = ( 1 - 2 ) 40 | karen has 2 crayons . cindy has 1 crayons . how many more crayons does karen have than cindy ? 2 - 1 = x 41 | there were 1 book shelves . each book shelf had 2 books . how many books were on the shelves ? x = ( 1 * 2 ) 42 | bobby collects 1 blocks . bobby's father gives bobby 2 more . how many blocks does bobby have ? x = ( 1 + 2 ) 43 | willie has 1 bananas . charles has 3 bananas . he loses 2 . how many bananas will willie have ? x = ( 1 - 2 ) 44 | if there are 2 eggs in a box and daniel puts 1 more eggs inside , how many eggs are in the box ? x = ( 2 + 1 ) 45 | in a class of 2 students , 1 received a grade of a . what percent of the students received a 's ? x = ( 1 / 2 ) * 100.0 46 | 2 owls were sitting on the fence . 1 more owls joined them . how many owls are on the fence now ? x = ( 2 + 1 ) 47 | mr . guzman bought 1 doughnuts packed equally into 2 boxes . how many doughnuts were in each box ? 1 / 2 = x 48 | jack is inviting 1 friends to a party . he has 1 cookies . how many cookies will each friend get ? x = ( 1 / 1 ) 49 | cody is 2 years old . his grandmother is 1 times as old as he is . how old is cody's grandmother ? x = ( 2 * 1 ) 50 | sean has 1 whistles . sean has 2 more whistles than charles . how many whistles does charles have ? 1 - 2 = x 51 | sandy has 3 books , benny has 1 books , and tim has 2 books . how many books do they have together ? x = 3 + 1 + 2 52 | megan had 1 markers . robert gave her 2 more markers . how many markers does megan have altogether ? 1 + 2 = x 53 | sarah picked 2 apples . her brother picked 1 apples . how many times as many apples did sarah pick ? x = ( 2 / 1 ) 54 | if apples cost 1 dollars for 2 pounds , what is the cost , at the same rate , of 3 pounds of apples ? ( 1 / 2 ) * 3 = x 55 | carla has some marbles . she bought 2 marbles . now she has 1 marbles . how many did she start with ? x = ( 1 - 2 ) 56 | carlos starts with 2 bananas . 1 are eaten by a hippopotamus . how many bananas does carlos end with ? x = ( 2 - 1 ) 57 | lucy has an aquarium with 1 fish . she wants to buy 2 more fish . how many fish would lucy have then ? x = ( 1 + 2 ) 58 | fred had 2 dimes in his bank . his sister borrowed 1 of his dimes . how many dimes does fred have now ? 2 - 1 = x 59 | kyle jogged 1 laps in p.e . class and 2 laps during track practice . how many laps did kyle jog in all ? x = 1 + 2 60 | jose starts with 2 bottle caps . he gets 1 more from rebecca . how many bottle caps does jose end with ? x = ( 2 + 1 ) 61 | sandy sold half of her comic books and then bought 2 more . she now has 1 . how many did she begin with ? ( x / 2 ) + 2 = 1 62 | benny picked 2 apples and dan picked 1 apples from the apple tree . how many apples were picked in total ? x = 2 + 1 63 | jason had 2 quarters in his bank . his dad gave him 1 more quarters . how many quarters does he have now ? 2 + 1 = x 64 | marilyn starts with 1 bottle caps . she shares 2 with nancy . how many bottle caps does marilyn end with ? x = ( 1 - 2 ) 65 | if the quotient of three times a number and five is increased by four , the result is 1 . find the number . ( ( 3.0 * x ) / 5.0 ) + 4.0 = 1 66 | robin has 1 packages of gum . there are 2 pieces in each package . how many pieces of gum does robin have ? x = ( 1 * 2 ) 67 | three friends own a car in florida . one owns 2 of the car the second owns 1 . how much does the third own ? x = 1.0 - 2 - 1 68 | it snowed 2 inches on monday and 1 inches on tuesday . how much did it snow on monday and tuesday combined ? 2 + 1 = x 69 | sara has 1 green and 3 red marbles . tom has 2 green marbles . how many green marbles do they have in total ? x = 1 + 2 70 | 2 beavers were working on their home . 1 went for a swim . how many beavers are still working on their home ? x = ( 2 - 1 ) 71 | it rained 2 inches on saturday and 1 inches on sunday . how much did it rain on saturday and sunday combined ? x = 2 + 1 72 | mary found 2 seashells and jessica found 1 seashells on the beach . how many seashells did they find together ? x = 2 + 1 73 | mary picked 2 oranges and jason picked 1 oranges from the orange tree . how many oranges were picked in total ? 2 + 1 = x 74 | mrs . hilt bought 2 hot dogs . each hot dog cost 1 cents . how much money did she pay for all of the hot dogs ? x = ( 2 * 1 ) 75 | 1 people are watching a movie in a theater . the theater has 2 seats . how many seats are empty in the theater ? 1 + x = 2 76 | isabel bought 2 pieces of paper . she used 1 pieces of the paper . how many pieces of paper does she have left ? x = ( 2 - 1 ) 77 | mrs . hilt bought a yoyo for 1 cents and a whistle for 2 cents . how much did she spend in all for the two toys ? x = ( 1 + 2 ) 78 | emily had 3 coloring books . if she gave away 1 of them , but then bought 2 more , how many would she have total ? x = ( ( 3 + 2 ) - 1 ) 79 | virginia has 2 eggs and 1 skittles . if she shares the eggs among 3 friends , how many eggs does each friend get ? x = ( 2 / 3 ) 80 | fred has 1 baseball cards . keith bought 2 of fred 's baseball cards . how many baseball cards does fred have now ? x = 1 - 2 81 | johnny practiced for the track team and ran 2 laps per minute . how many minutes did it take johnny to run 1 laps ? x = ( 1 / 2 ) 82 | a pet store had 2 siamese cats and 1 house cats . during a sale they sold 1 cats . how many cats do they have left ? x = ( ( 2 + 1 ) - 1 ) 83 | dan has 1 violet balloons . tim has 2 times more violet balloons than dan . how many violet balloons does tim have ? 1 * 2 = x 84 | mrs . sheridan has 1 cats . mr . sheridan gave her 2 more cats . how many cats does mrs . sheridan have altogether ? x = ( 1 + 2 ) 85 | a vase can hold 2 flowers . if you had 1 carnations and 3 roses , how many vases would you need to hold the flowers ? x = ( ( 1 + 3 ) / 2 ) 86 | steven wants to split a collection of cards into groups of 1 . steven has 2 cards . how many groups will be created ? x = ( 2 / 1 ) 87 | tom had 2 pennies and 4 dimes in his bank . his dad gave him 1 dimes and 3 nickels . how many dimes does he have now ? x = 4 + 1 88 | darnel sprinted 1 of a lap and then took a break by jogging 2 of a lap . how much farther did darnel sprint than jog ? 1 - 2 = x 89 | dan has 1 green and 2 violet marbles . mike took 3 of dan 's green marbles . how many green marbles does dan now have ? x = 1 - 3 90 | sam had saved up 1 dollars . if he received another 3 dollars for his allowance , how many 2 dollar toys could he buy ? x = ( ( 1 + 3 ) / 2 ) 91 | mrs . sheridan has 2 cats . mrs . garrett has 1 cats . how many more cats does mrs . garrett have than mrs . sheridan ? x = ( 1 - 2 ) 92 | paul had saved up 2 dollars . if he received another 1 dollars for his allowance , how many 3 dollar toys could he buy ? x = ( ( 2 + 1 ) / 3 ) 93 | joan went to 2 football games this year . she went to 1 games last year . how many football games did joan go to in all ? x = 2 + 1 94 | will had 1 dollars . if he spent 3 bucks on a new game , how many 2 dollar toys could he buy with the money he had left ? x = ( ( 1 - 3 ) / 2 ) 95 | a construction company bought 1 tons of gravel and 2 tons of sand . how many tons of material did the company buy in all ? x = 1 + 2 96 | adam had 1 books . if he sold 2 of them and used the money he earned to buy 3 new books , how many books would adam have ? x = ( ( 1 + 3 ) - 2 ) 97 | it took carl 2 hours to ride to ralph's house at 1 miles per hour . how far is it between carl's house and ralph's house ? x = ( 2 * 1 ) 98 | oliver had 2 dollars . for his birthday he got 1 more dollars but spent 3 on a new game . how much money does he have now ? x = ( ( 2 + 1 ) - 3 ) 99 | 2 children are taking a bus to the zoo . they sit 1 children in every seat . how many seats will the children need in all ? x = ( 2 / 1 ) 100 | at the arcade dave won 2 tickets . if he spent 3 tickets on a beanie and later won 1 more tickets , how many would he have ? x = ( ( 2 + 1 ) - 3 ) 101 | michael has some fish in his fish tank . ben gave him 2 more fish . now he has 1 . how many fish did he have to begin with ? x = ( 1 - 2 ) 102 | alyssa loves eating fruits . alyssa paid $ 1 for grapes , and $ 2 for cherries . in total , how much money did alyssa spend ? x = 1 + 2 103 | keith grew 3 cantelopes , fred grew 1 cantelopes , and jason grew 2 cantelopes . how many cantelopes did they grow in total ? 3 + 1 + 2 = x 104 | at the arcade victor won 2 tickets . if he spent 1 tickets on a beanie and later won 3 more tickets , how many would he have ? x = ( ( 2 + 3 ) - 1 ) 105 | last week tom had 1 dollars . he washed cars over the weekend and now has 2 dollars . how much money did he make washing cars ? 1 + x = 2 106 | at tom's restaurant a group with 2 adults and 3 children came in to eat . if each meal cost 1 dollars , how much was the bill ? x = ( 1 * ( 2 + 3 ) ) 107 | recently , the value of kate 's retirement fund decreased by $ 2 . if her fund was worth $ 1 before , how much is it worth now ? x = 1 - 2 108 | for the school bake sale carol made 3 cupcakes . if she sold 1 of them and then made 2 more , how many cupcakes would she have ? x = ( ( 3 + 2 ) - 1 ) 109 | a pet store has 1 bird cages . if each cage has 2 parrots and 3 parakeets in it , how many birds does the pet store have total ? x = ( 1 * ( 2 + 3 ) ) 110 | joan had 3 pokemon cards , and 2 were torn . sara bought 1 of joan 's pokemon cards . how many pokemon cards does joan have now ? x = 3 - 1 111 | at billy's restaurant a group with 1 adults and 3 children came in to eat . if each meal cost 2 dollars , how much was the bill ? x = ( 2 * ( 1 + 3 ) ) 112 | a recipe calls for 1 cups of sugar . you find that you only have 2 cups of sugar left . what fraction of the recipe can you make ? x = 2 / 1 113 | jovana had 2 pounds of shells in her bucket . she added some shells and now has 1 pounds of shells . how many pounds did she add ? x = ( 1 - 2 ) 114 | a tennis racket that regularly sells for 2 dollars is on sale for 1 % off the regular price . what is the sale price , in dollars ? x = 2 - ( 2 * 1 * 0.01 ) 115 | emily collected eggs from the hen and put them into 2 baskets . she put 1 eggs into each basket . how many eggs did emily collect ? 2 * 1 = x 116 | the sum of twice a number and 2 less than the number is the same as the difference between - 1 and the number . what is the number ? ( 2.0 * x ) + ( x - 2 ) = ( - 1 ) - x 117 | ellen went to a garage sale to buy chairs . each chair cost 2 dollars . how much money did ellen spend for the 1 chairs she bought ? x = ( 2 * 1 ) 118 | alyssa has 2 blue balloons , sandy has 1 blue balloons , and sally has 3 blue balloons . how many blue balloons do they have in all ? 2 + 1 + 3 = x 119 | there are 1 bottle caps in beverly's bottle cap collection . if the bottle caps are organized into 2 groups , how big is each group ? x = ( 1 / 2 ) 120 | each chocolate bar in a box cost $ 1 . if a box had 3 bars total and rachel sold all but 2 bars , how much money would she have made ? x = ( 1 * ( 3 - 2 ) ) 121 | isabella's hair is 2 inches long . if she gets a haircut and now her hair is 1 inches long , how much of isabella's hair got cut off ? x = ( 2 - 1 ) 122 | each chocolate bar in a box cost $ 2 . if a box had 1 bars total and vanessa sold all but 3 bars , how much money would she have made ? x = ( 2 * ( 1 - 3 ) ) 123 | joan found 2 seashells on the beach . she gave sam some of her seashells . she has 1 seashell . how many seashells did she give to sam ? x = 2 - 1 124 | carefully following a recipe , kenny used exactly 2 of a cup of oil and 1 cups of water . how many cups of liquid did kenny use in all ? 2 + 1 = x 125 | diane has 3 crayons . she gets 2 more from frances . later , diane buys 1 cards at the store . how many crayons does diane have in all ? x = ( 3 + 2 ) 126 | a clothing store offers a 1 % discount on all purchases . how much would a shopper pay for an item originally costing 2 dollars dollars ? x = 2 - ( ( 1 * 0.01 ) * 2 ) 127 | a teacher had 1 worksheets to grade . if she graded 3 , but then another 2 were turned in , how many worksheets would she have to grade ? x = ( ( 1 + 2 ) - 3 ) 128 | sally had 2 pokemon cards . dan gave her 1 new pokemon cards . sally bought 3 pokemon cards . how many pokemon cards does sally have now ? x = 2 + 1 + 3 129 | a pet store had 3 puppies . in one day they sold 2 of them and put the rest into cages with 1 in each cage . how many cages did they use ? x = ( ( 3 - 2 ) / 1 ) 130 | there are 1 students in the class and 2 tickets . if the tickets are divided equally among the students , how many does each student get ? x = ( 2 / 1 ) 131 | the ferris wheel in paradise park has 2 seats . each seat can hold 1 people . how many people can ride the ferris wheel at the same time ? x = ( 2 * 1 ) 132 | amy had 2 music files and 3 video files on her flash drive . if she deleted 1 of the files , how many files were still on her flash drive ? x = ( ( 2 + 3 ) - 1 ) 133 | david has 1 bananas . he gets 3 more from christopher . later , david buys 2 cards at the store . how many bananas does david have in all ? x = ( 1 + 3 ) 134 | the school cafeteria had 3 apples . if they used 2 to make lunch for the students and then bought 1 more , how many apples would they have ? x = ( ( 3 + 1 ) - 2 ) 135 | mrs . hilt saw a rollercoaster . 1 students rode the rollercoaster every 2 minutes . how many students rode the rollercoaster in 3 minutes ? 1 * ( 3 / 2 ) = x 136 | haley had 1 music files and 2 video files on her flash drive . if she deleted 3 of the files , how many files were still on her flash drive ? x = ( ( 1 + 2 ) - 3 ) 137 | there were 1 friends playing a video game online when 2 players quit . if each player left had 2 lives , how many lives did they have total ? x = ( 2 * ( 1 - 2 ) ) 138 | blake filled a bucket with 2 of a gallon of water . later , he poured out 1 of a gallon of the water . how much water is left in the bucket ? 2 - 1 = x 139 | dan 's cat had kittens and 2 had spots . he gave 3 to tim and 1 to jason . he now has 2 kittens . how many kittens did he have to start with ? x - 3 - 1 = 2 140 | vanessa had 2 music files and 3 video files on her flash drive . if she deleted 1 of the files , how many files were still on her flash drive ? x = ( ( 2 + 3 ) - 1 ) 141 | james had 2 stickers . he got some more stickers for his birthday . then he had 1 stickers . how many stickers did james get for his birthday ? x = ( 1 - 2 ) 142 | on three consecutive passes , a football team gains 1 yards , loses 3 yards , and gains 2 yards . what number represents the total net yardage ? x = ( 1 - 3 ) + 2 143 | on friday , 1 people visited the zoo . 2 times as many people visited on saturday than on friday . how many people visited the zoo on saturday ? 1 * 2 = x 144 | frank had 2 dollars . at the store he spent $ 1 on a new game . if he got another 3 dollars for his allowance , how much money does he have now ? x = ( ( 2 + 3 ) - 1 ) 145 | a waiter had 3 customers in his section . if 2 of them left and the rest of his tables had 1 people at each table , how many tables did he have ? x = ( ( 3 - 2 ) / 1 ) 146 | a bowl contains 3 red chips , 2 blue chips , and 1 green chips . you choose 4 chip at random . what is the probability that your chip is not red ? x = ( 2 + 1 ) / ( ( 3 + 2 ) + 1 ) 147 | jonah added 1 of a cup of yellow raisins and 2 of a cup of black raisins to a batch of trail mix . how many cups of raisins did jonah add in all ? 1 + 2 = x 148 | keith picked 2 pears and jason picked 1 pears from the pear tree . joan picked 3 apples from the apple tree . how many pears were picked in total ? x = 2 + 1 149 | jane helped her mom prepare fresh lemonade . if each glass needs 2 lemons , how many glasses of fresh lemonade can she make if they have 1 lemons ? 2 * x = 1 150 | a pet shelter had 1 puppies when another 3 were brought in . if 2 puppies a day are adopted , how long would it take for all of them to be adopted ? x = ( ( 1 + 3 ) / 2 ) 151 | dave bought 2 boxes of chocolate candy and gave 3 to his little brother . if each box has 1 pieces inside it , how many pieces did dave still have ? x = ( 1 * ( 2 - 3 ) ) 152 | sandy went to the mall to buy clothes . she spent $ 2 on shorts , $ 1 on a shirt , and $ 3 on a jacket . how much money did sandy spend on clothes ? 2 + 1 + 3 = x 153 | while digging through her clothes for ice cream money , joan found 2 dimes in her jacket , and 1 dimes in her shorts . how much money did joan find ? ( 2 * 0.1 ) + ( 1 * 0.1 ) = x 154 | 1 painter can paint a room in 3 hours and another can paint the same room in 2 hours . how long will it take to paint the room if they work together ? ( ( 1 / 3 ) * x ) + ( ( 1 / 2 ) * x ) = 1 155 | katie had 2 songs on her mp3 player . if she deleted 3 old songs from it and then added 1 new songs , how many songs does she have on her mp3 player ? x = ( ( 2 + 1 ) - 3 ) 156 | a restaurant served 3 slices of pie during lunch and 2 during dinner today . it served 1 of them yesterday . how many slices of pie were served today ? x = 3 + 2 157 | for halloween emily received 2 pieces of candy . she ate 1 pieces then placed the rest into piles with 3 in each pile . how many piles could she make ? x = ( ( 2 - 1 ) / 3 ) 158 | a car rents for 2 dollars per day plus 3 cents per mile . you are on a daily budget of 1 dollars . what mileage can you go and stay within your budget ? 2 + ( 3 * 0.01 * x ) = 1 159 | there were 2 friends playing a video game online when 3 more players joined the game . if each player had 1 lives , how many lives did they have total ? x = ( 1 * ( 2 + 3 ) ) 160 | there are 1 apples in a pile on the desk . each apple comes in a package of 3 . 2 apples are added to the pile . how many apples are there in the pile ? x = ( 1 + 2 ) 161 | last week tim had 3 dollars and keith had 1 dollars . tim washed cars over the weekend and now has 2 dollars . how much money did tim make washing cars ? 3 + x = 2 162 | mrs . hilt spent 4 cents at the school store . she bought a notebook for 1 cents , a ruler for 2 cents , and 3 pencils . what is the cost of one pencil ? 4 = 1 + 2 + 3 * x 163 | in 1 , there were 4 students in central high school . the number of students enrolled in 2 was 3 % less than in 1 . how many students were enrolled in 2 ? x = 4 * ( 1.0 - 3 * 0.01 ) 164 | sarah had 1 pages of math homework and 2 pages of reading homework . if each page had 1 problems on it , how many problems did she have to complete total ? x = ( 1 * ( 1 + 2 ) ) 165 | betty also bought 1 shiny blue round stones . if 2 pieces of this stone is in each bracelet , how many bracelets of blue shiny round stones will there be ? 1 / 2 = x 166 | isabel had 1 pages of math homework and 2 pages of reading homework . if each page had 3 problems on it , how many problems did she have to complete total ? x = ( 3 * ( 1 + 2 ) ) 167 | at a restaurant each adult meal costs $ 2 and kids eat free . if a group of 3 people came in and 1 were kids , how much would it cost for the group to eat ? x = ( 2 * ( 3 - 1 ) ) 168 | martin strolled to lawrence's house . it is 1 miles from martin's house to lawrence's house . it took martin 2 hours to get there . how fast did martin go ? x = ( 1 / 2 ) 169 | for homework amy had 1 math problems and 3 spelling problems . if she can finish 2 problems in an hour how long will it take her to finish all the problems ? x = ( ( 1 + 3 ) / 2 ) 170 | christina just transferred $ 1 out of her bank account . as a result , the account now has $ 2 in it . how much money was in the account before the transfer ? x = 1 + 2 171 | for homework faye had 3 math problems and 1 spelling problems . if she can finish 2 problems in an hour how long will it take her to finish all the problems ? x = ( ( 3 + 1 ) / 2 ) 172 | a magician was selling magic card decks for 1 dollars each . if he started with 2 decks and by the end of the day he had 3 left , how much money did he earn ? x = ( 1 * ( 2 - 3 ) ) 173 | mary had 3 baseball cards , and 2 were torn . fred gave mary 4 new baseball cards . mary bought 1 baseball cards . how many baseball cards does mary have now ? x = 3 + 4 + 1 174 | if sally can paint a house in 1 hours , and john can paint the same house in 2 hour , how many hours will it take for both of them to paint the house together ? ( 1.0 / 1 ) + ( 1.0 / 2 ) = 1.0 / x 175 | for the school bake sale wendy made pastries . she baked 2 cupcakes and 3 cookies . after the sale she had 1 to take back home . how many pastries did she sell ? x = ( ( 2 + 3 ) - 1 ) 176 | haley baked 3 cupcakes for her school's bake sale . if her brother , todd , ate 2 of them how many packages could she make if she put 1 cupcake in each package ? x = ( ( 3 - 2 ) / 1 ) 177 | isabel baked 3 cupcakes for her school's bake sale . if her brother , todd , ate 2 of them how many packages could she make if she put 1 cupcake in each package ? x = ( ( 3 - 2 ) / 1 ) 178 | will was organizing his baseball cards in a binder with 3 on each page . if he had 1 new cards and 2 old cards to put in the binder , how many pages would he use ? x = ( ( 1 + 2 ) / 3 ) 179 | there was a stack of 1 sheets of used paper . lexie wants to place it in boxes for recycling . if every box can contain 2 sheets , how many boxes does lexie need ? 1 / 7 = x 180 | luke was putting his spare change into piles . he had 2 piles of quarters and 2 piles of dimes . if each pile had 1 coins in it , how many coins did he have total ? x = ( 1 * ( 2 + 2 ) ) 181 | last year at newberg's airport , 1 passengers landed on time . unfortunately , 2 passengers landed late . in all , how many passengers landed in newberg last year ? 1 + 2 = x 182 | billy was putting his spare change into piles . he had 1 piles of quarters and 2 piles of dimes . if each pile had 3 coins in it , how many coins did he have total ? x = ( 3 * ( 1 + 2 ) ) 183 | a painter needed to paint 3 rooms in a building . each room takes 2 hours to paint . if he already painted 1 rooms , how much longer will he take to paint the rest ? x = ( 2 * ( 3 - 1 ) ) 184 | sam had to wash 1 short sleeve shirts and 3 long sleeve shirts before school . if he had only washed 2 of them by the time school started , how many did he not wash ? x = ( ( 1 + 3 ) - 2 ) 185 | edward made 2 dollars mowing lawns over the summer . if he spent 3 dollars buying new mower blades , how many 1 dollar games could he buy with the money he had left ? x = ( ( 2 - 3 ) / 1 ) 186 | dave had to wash 1 short sleeve shirts and 2 long sleeve shirts before school . if he had only washed 3 of them by the time school started , how many did he not wash ? x = ( ( 1 + 2 ) - 3 ) 187 | for halloween emily received 3 pieces of candy from neighbors and 2 pieces from her older sister . if she only ate 1 pieces a day , how long would the candy last her ? x = ( ( 3 + 2 ) / 1 ) 188 | there are 1 books in oak grove 's public library . in addition , there are 2 books in its school libraries . how many books do the libraries in oak grove have overall ? x = 1 + 2 189 | while shopping for music online , zoe bought 1 country albums and 2 pop albums . each album came with a lyric sheet and had 1 songs . how many songs did zoe buy total ? x = ( 1 * ( 1 + 2 ) ) 190 | isabel was selling her necklaces at a garage sale . she sold 1 bead necklaces and 1 gem stone necklaces . if each necklace cost 2 dollars , how much money did she earn ? x = ( 2 * ( 1 + 1 ) ) 191 | the school cafeteria ordered 2 red apples and 3 green apples for students lunches . but , if only 1 students wanted fruit , how many extra did the cafeteria end up with ? x = ( ( 2 + 3 ) - 1 ) 192 | while shopping for music online , faye bought 1 country albums and 2 pop albums . each album came with a lyric sheet and had 3 songs . how many songs did faye buy total ? x = ( 3 * ( 1 + 2 ) ) 193 | there are 1 orchid bushes currently in the park . park workers will plant 2 orchid bushes today . how many orchid bushes will the park have when the workers are finished ? x = 1 + 2 194 | for halloween robin scored 1 pieces of candy . she ate 3 pieces the first night and then her sister gave her 2 more pieces . how many pieces of candy does robin have now ? x = ( ( 1 + 2 ) - 3 ) 195 | while on vacation , megan took 2 pictures at the zoo and 1 at the museum . if she later deleted 3 of the pictures , how many pictures from her vacation did she still have ? x = ( ( 2 + 1 ) - 3 ) 196 | emily bought 3 new chairs and 2 new tables for her house . if she spent 1 minutes on each piece furniture putting it together , how many minutes did it take her to finish ? x = ( 1 * ( 3 + 2 ) ) 197 | the cafeteria had 1 apples . for lunch they handed out 2 to students and decided to use the rest to make pies . if each pie takes 3 apples , how many pies could they make ? x = ( ( 1 - 2 ) / 3 ) 198 | the next act involved several jugglers . if each juggler is juggling 2 balls at a time , how many balls are needed if there are 1 jugglers putting a show at the same time ? 2 * 1 = x 199 | rachel bought 3 new chairs and 1 new tables for her house . if she spent 2 minutes on each piece furniture putting it together , how many minutes did it take her to finish ? x = ( 2 * ( 3 + 1 ) ) 200 | alyssa went to 1 soccer games this year , but missed 2 . she went to 3 games last year and plans to go to 4 games next year . how many soccer games will alyssa go to in all ? x = 1 + 3 + 4 201 | olivia and her mom were picking carrots from their garden . olivia picked 2 and her mother picked 3 . if only 1 of the carrots were good , how many bad carrots did they have ? x = ( ( 2 + 3 ) - 1 ) 202 | hannah's vegetarian restaurant bought 1 of a pound of green peppers and 1 of a pound of red peppers . how many pounds of peppers did hannah's vegetarian restaurant buy in all ? 1 + 1 = x 203 | sam was collecting cans for recycling . on saturday he filled 2 bags up and on sunday he filled 1 more bags . if each bag had 3 cans in it , how many cans did he pick up total ? x = ( 3 * ( 2 + 1 ) ) 204 | 2 trains leave simultaneously traveling on the same track in opposite directions at speeds of 3 and 1 miles per hour . how many hours will it take before they are 4 miles apart ? ( 3 * x ) + ( 1 * x ) = 4 205 | rachel was playing a video game where she scores 1 points for each treasure she finds . if she found 3 treasures on the first level and 2 on the second , what would her score be ? x = ( 1 * ( 3 + 2 ) ) 206 | jordan 's salary is 1 dollars a month plus a 3 % commission on all of his sales . what must the amount of his sales be , in dollars , for him to earn at least 2 dollars each month ? 1 + ( 3 * 0.01 * x ) = 2 207 | there are 3 short trees and 2 tall trees currently in the park . park workers will plant 1 short trees today . how many short trees will the park have when the workers are finished ? x = 3 + 1 208 | marilyn has 1 bananas that must be put away in boxes . daniel comes to help and brings 3 cookies to share with marilyn . if there are 2 boxes , how many bananas must go in each box ? x = ( 1 / 2 ) 209 | in fourth grade there were 2 students at the start of the year . during the year 1 students left and 1 new students came to school . how many students were in fourth grade at the end ? x = ( ( 2 + 1 ) - 1 ) 210 | a toy store had 3 giant stuffed bears in stock when they got another shipment with 2 bears in it . the put the bears onto shelves with 1 on each shelf . how many shelves did they use ? x = ( ( 3 + 2 ) / 1 ) 211 | the owner of a pizza parlor wants to make a profit of 2 % of the cost for each pizza sold . if it costs 1 dollars to make a pizza , at what price should each pizza be sold , in dollars ? x - 1 = ( 2 * x ) * 0.01 212 | there are 3 known nesting pairs of bald eagles in the lower 1 states today . this is 2 more pairs than in 4 . how many nesting pairs of bald eagles were there in the lower 1 states in 4 ? 2 + x = 3 213 | there are 3 students trying out for the school's trivia teams . if 1 of them didn't get picked for the team and the rest were put into 2 groups , how many students would be in each group ? x = ( ( 3 - 1 ) / 2 ) 214 | there were a total of 2 basketball games in the season . the season is played for 1 months . how many basketball games were played each month , if each month has the same number of games ? 2 = 1 * x 215 | a group of 2 friends went into a restaurant . the chef already had 1 chicken wings cooked but cooked 3 more for the group . if they each got the same amount how many would each person get ? x = ( ( 1 + 3 ) / 2 ) 216 | a lawyer bills her clients 1 dollars per hour of service . if a client 's case requires 2 hours to complete , use proportion to calculate how much the client will owe the lawyer in dollars . 1 * 2 = x 217 | while playing at the arcade , luke won 1 tickets playing 'whack a mole' and 3 tickets playing 'skee ball' . if he was trying to buy candy that cost 2 tickets a piece , how many could he buy ? x = ( ( 1 + 3 ) / 2 ) 218 | while playing a trivia game , frank answered 2 questions correct in the first half and 1 questions correct in the second half . if each question was worth 2 points , what was his final score ? x = ( 2 * ( 2 + 1 ) ) 219 | will was working as a sacker at a grocery store where he made 1 dollars an hour . on monday he worked 1 hours and on tuesday he worked 2 hours . how much money did will make in those two days ? x = ( 1 * ( 1 + 2 ) ) 220 | the speed of a motor boat in still water is 60kph . it goes 2 kilometers up the river and then comes the 2 kilometers back in a total of 1 hours . what is the speed of the current of the river ? ( 2 / ( 60.0 - x ) ) + ( 2 / ( 60.0 + x ) ) = 1 221 | a physician 's assistant measures a child and finds that his height is 1 inches . at his last visit to the doctor's office , the child was 2 inches tall . how much did the child grow , in inches ? x = 1 - 2 222 | for halloween katie and her sister combined the candy they received . katie had 2 pieces of candy while her sister had 3 . if they ate 1 pieces the first night , how many pieces do they have left ? x = ( ( 2 + 3 ) - 1 ) 223 | soledad worked 5 hours 2 week and earned a 3 dollars paycheck . she earns 4 times her regular hourly wage for the hours she works in excess of 1 . what is soledad 's regular hourly wage in dollars ? ( 1 * x ) + ( ( 5 - 1 ) * ( 4 * x ) ) = 3 224 | gwen was organizing her book case making sure each of the shelves had exactly 1 books on it . if she had 2 shelves of mystery books and 3 shelves of picture books , how many books did she have total ? x = ( 1 * ( 2 + 3 ) ) 225 | there are 3 short bushes and 2 tall trees currently in the park . park workers had to cut down 1 short bushes that were damaged . how many short bushes will the park have when the workers are finished ? x = 3 - 1 226 | benny received 2 dollars for his birthday . he went to a sporting goods store and bought a baseball glove , baseball , and bat . he had 1 dollars left over . how much did he spent on the baseball gear ? 2 - x = 1 227 | there are 1 walnut trees and 2 orange trees currently in the park . park workers had to cut down 3 walnut trees that were damaged . how many walnut trees will be in the park when the workers are finished ? x = 1 - 3 228 | a store had 1 coloring books in stock . they ended up putting them on sale and getting rid of 3 of them . the put the ones they still had onto shelves with 2 on each shelf . how many shelves did they use ? x = ( ( 1 - 3 ) / 2 ) 229 | jerry was helping the cafeteria workers pick up lunch trays , but he could only carry 1 trays at a time . if he had to pick up 2 trays from one table and 3 trays from another , how many trips will he make ? x = ( ( 2 + 3 ) / 1 ) 230 | victor was helping the cafeteria workers pick up lunch trays , but he could only carry 3 trays at a time . if he had to pick up 1 trays from one table and 2 trays from another , how many trips will he make ? x = ( ( 1 + 2 ) / 3 ) 231 | while taking inventory at her pastry shop , kelly realizes that she had 2 of a box of baking powder yesterday , but the supply is now down to 1 of a box . how much more baking powder did kelly have yesterday ? 2 - 1 = x 232 | there are 3 dogwood trees currently in the park . park workers will plant 2 more dogwood trees today and 1 more dogwood trees tomorrow . how many dogwood trees will the park have when the workers are finished ? 3 + 2 + 1 = x 233 | haley and her friends were recycling paper for their class . for every 1 pounds they recycled they earned one point . if haley recycled 3 pounds and her friends recycled 2 pounds , how many points did they earn ? x = ( ( 3 + 2 ) / 1 ) 234 | during a canned food drive , items were sorted into bins . the drive resulted in 1 of a bin of soup , 1 of a bin of vegetables , and 2 of a bin of pasta . altogether , how many bins would the canned food take up ? 1 + 1 + 2 = x 235 | robin uploaded 3 pictures from her phone and 2 from her camera to facebook . if she sorted the pics into 1 different albums with the same amount of pics in each album , how many pictures were in each of the albums ? x = ( ( 3 + 2 ) / 1 ) 236 | during 2 year , the wagners ' real estate bill included 1 dollars for local schools . of this amount , 3 dollars went to the high school district . what percent did the wagner family pay to the high school district ? x = ( 3 / 1 ) * 100.0 237 | cashews sell for 4 dollars per 1 - pound and brazil nuts sell for 2 dollars per 1 - pound . how many pounds of cashews should be mixed with 5 pounds of brazil nuts to get a mix that sells for 3 dollars per 1 - pound ? ( ( 4 / 1 ) * x ) + ( ( 2 / 1 ) * 5 ) = ( 3 / 1 ) * ( 5 + x ) 238 | there are 2 maple trees currently in the park . park workers will plant more maple trees today . when the workers are finished there will be 1 maple trees in the park . how many maple trees did the workers plant today ? 2 + x = 1 239 | at the beach , miki and her sister both built sandcastles and then measured their heights . miki 's sandcastle was 2 foot tall and her sister 's was 1 foot tall . how much taller was miki 's sandcastle than her sister 's ? x = 2 - 1 240 | as part of a lesson on earthquakes , a science class is researching the movement of a nearby fault line . the fault line moved 2 inches during the past year and 1 inches the year before . how far did the fault line move in all ? x = 2 + 1 241 | during a school play , jonah staffed the snack bar . he served 1 pitcher of lemonade during the first intermission , 2 pitcher during the second , and 1 pitcher during the third . how many pitchers of lemonade did jonah pour in all ? x = 1 + 2 + 1 242 | nicole found an orange caterpillar and a green caterpillar in her backyard . the green caterpillar was 2 inches long and the orange caterpillar was 1 inches long . how much longer was the green caterpillar than the orange caterpillar ? x = 2 - 1 243 | a spaceship traveled 1 of a light - year from earth to planet x and 2 of a light - year from planet x to planet y . then it traveled 2 of a light - year from planet y back to earth . how many light - years did the spaceship travel in all ? 1 + 2 + 2 = x 244 | recently , at&t offered 3 long - distance calling plans . the rate plus plan cost 2 dollars per month plus 4 cents a minute . another plan has no monthly fee , but costs 1 cents a minute . for what number of minutes will the 3 plans cost the same ? 2 + ( ( 4 * 0.01 ) * x ) = ( 1 * 0.01 ) * x 245 | a waitress put leftover tarts into the fridge on thursday night . she noticed that the restaurant had 2 tart filled with cherries , 1 tart filled with blueberries , and 2 tart filled with peaches . how many leftover tarts did the restaurant have in all ? x = 2 + 1 + 2 246 | heather went to the county fair last weekend . when she got there , she had to walk 2 mile from the car to the entrance . then she walked 2 mile to the carnival rides and 1 mile from the carnival rides back to the car . how many miles did heather walk in all ? x = 2 + 2 + 1 247 | dalton wants to buy a jump rope that costs $ 5 , a board game that costs $ 2 , and a playground ball that costs $ 1 . he has saved $ 4 from his allowance , and his uncle gave him $ 3 . how much more money does dalton need to buy the jump rope , the game , and the ball ? ( ( 5 + 2 ) + 1 ) - ( 4 + 3 ) = x 248 | tom quig travelled 4 miles east of st louis . for most of the trip he travelled 1 miles per hour , but for one period of time he was slowed to 2 miles per hour due to a major accident . if the total time of travel was 3 hours , how many miles did he drive at the reduced speed ? ( x / 2 ) + ( ( 4 - x ) / 1 ) = 3 249 | martha wants to buy a digital camera from her 3 month savings . to do this she needs to maintain an average saving of 4 in each month . she saves 2 in the first month and 1 in the second month . find the amount she should save in the third month , in dollars , to buy a digital camera at the end of three months . ( ( 2 + 1 ) + x ) / 3 = 4 250 | a producer of packaged frozen meat wants to market mixed meat at 4 dollars per kilogram . how many kilograms of pork meat worth 6 dollars per kilogram must be mixed with 5 kilograms of chicken meat worth 2 dollars per kilogram and 3 kilograms of beef meat worth 1 dollars per kilogram to produce a satisfactory mixture ? ( ( 6 * x ) + ( 2 * 5 ) ) + ( 3 * 1 ) = ( ( 3 + x ) + 5 ) * 4 251 | -------------------------------------------------------------------------------- /data/TextData/valid.txt: -------------------------------------------------------------------------------- 1 | convert 1 to a percent . 1 * 100.0 = x 2 | a bee has 2 legs . how many legs do 1 bees have ? x = ( 2 * 1 ) 3 | the sum of 2 and twice a number is 1 . find the number . 2 + ( 2.0 * x ) = 1 4 | there are 2 eggs in each box . how many eggs are in 1 boxes ? x = ( 2 * 1 ) 5 | nancy has 1 five dollars bills . how much money does she have ? 1 * 5 = x 6 | if 3 of a pound is worth 1 dollars , how much is 2 pounds worth ? x = ( 1 / 3 ) * 2 7 | sally saw 1 dozen birds in a tree . how many birds did sally see ? 1 * 12 = x 8 | there are 2 eggs in a box . harry takes 1 eggs . how many are left ? x = ( 2 - 1 ) 9 | benny worked 1 hours for 2 days . how many hours did he work in total ? 1 * 2 = x 10 | brian has 2 cards . wayne takes 1 away . how many cards will brian have ? x = ( 2 - 1 ) 11 | if norma wandered for 2 hours at 1 miles per hour . how far did norma go ? x = ( 2 * 1 ) 12 | sam has 1 books . joan has 2 books . how many books do they have together ? 1 + 2 = x 13 | there are 1 fishbowls . each fishbowl has 2 fish . how many fish are there ? 1 * 2 = x 14 | ellen had 1 legos , but she lost 2 legos . how many legos does she have now ? x = ( 1 - 2 ) 15 | a certain number is 1 less than three times the next number . find the number . ( 3.0 * ( 1.0 + x ) ) - 1 = x 16 | carol starts with 2 blocks . she loses 1 . how many blocks does carol end with ? x = ( 2 - 1 ) 17 | mike has 1 dollars in 2 dollar bills . how many five dollars bills does he have ? 1 / 2 = x 18 | each bag contains 2 pounds of oranges . how many pounds of oranges are in 1 bags ? 2 * 1 = x 19 | there are 1 calories in a candy bar . how many calories are there in 2 candy bars ? 1 * 2 = x 20 | charles has 1 skittles . diana takes 2 away . how many skittles will charles have ? x = ( 1 - 2 ) 21 | dan picked 1 limes and gave sara 2 of the limes . how many limes does dan have now ? x = 1 - 2 22 | sean has 2 blocks . 1 are eaten by a hippopotamus . how many blocks will sean have ? x = ( 2 - 1 ) 23 | jane buys an apple for $ 1 and pays with a $ 2 bill . how much change will she get ? x = ( 2 - 1 ) 24 | bruce has 2 eggs . kimberly has 1 eggs . he loses 3 . how many eggs will bruce have ? x = ( 2 - 3 ) 25 | roger has 2 blocks . 1 are eaten by a hippopotamus . how many blocks will roger have ? x = ( 2 - 1 ) 26 | mary earns $ 2 cleaning a home . how many homes did she clean , if she made 1 dollars ? 2 * x = 1 27 | my car gets 1 miles per gallon of gas . how many miles can i drive on 2 gallons of gas ? 1 * 2 = x 28 | joan has 1 blue balloons but lost 2 of them . how many blue balloons does joan have now ? x = 1 - 2 29 | joyce starts with 1 apples . she gives 2 to larry . how many apples does joyce end with ? x = ( 1 - 2 ) 30 | sara grew 1 pumpkins , but the rabbits ate 2 pumpkins . how many pumpkins does sara have ? x = 1 - 2 31 | ruth starts with 1 apples . she shares 2 with peter . how many apples does ruth end with ? x = ( 1 - 2 ) 32 | mrs . hilt ate 2 apples every hour . how many apples had she eaten at the end of 1 hours ? x = ( 2 * 1 ) 33 | if a pair of shoes that cost 2 dollars was marked down by 1 % , how much do they cost now ? x = 2 - ( ( 1 * 0.01 ) * 2 ) 34 | charlie has 2 more snowballs than lucy . she has 1 snowballs . how many does charlie have ? x = ( 2 + 1 ) 35 | the sum of three consecutive even numbers is 1 . what is the smallest of the three numbers ? ( 3 * x ) + 6 = 1 36 | william has 2 bottle caps . he buys 1 more . how many bottle caps does william have in all ? x = ( 2 + 1 ) 37 | joan has 1 orange balloons but lost 2 of them . how many orange balloons does joan have now ? x = 1 - 2 38 | angela has 1 tickets . annie gives angela 2 more . how many tickets does angela have in all ? x = ( 1 + 2 ) 39 | 2 boats are in the lake . each boat has 1 people . how many people are on boats in the lake ? x = ( 2 * 1 ) 40 | i have 1 pencils . if i put 2 pencils in each pencil box , how many pencil boxes will i fill ? 1 / 2 = x 41 | gary had 1 dollars . he spent 2 dollars on a pet snake . how many dollars did gary have left ? x = ( 1 - 2 ) 42 | wayne collects 1 blocks . wayne's father gives wayne 2 more . how many blocks does wayne have ? x = ( 1 + 2 ) 43 | ashley sold 1 boxes of samoas . how many cases of 1 boxes , plus extra boxes does ashley need ? x = ( 1 / 1 ) 44 | charles has 1 apples . jessica gives charles 2 more . how many apples does charles have in all ? x = ( 1 + 2 ) 45 | what 's the number ? if i multuply it by 1 and add 2 , i get the same answer when i add 1 to it . ( 1 * x ) + 2 = 1 + x 46 | lori has 2 marbles . if she shares them among 1 friends , how many marbles does each friend get ? x = ( 2 / 1 ) 47 | there are 1 stickers on a page . if you have 2 pages of stickers , how many stickers do you have ? 1 * 2 = x 48 | each child has 2 bottle caps . if there are 1 children , how many bottle caps are there in total ? x = ( 2 * 1 ) 49 | a box of books weighs 1 pounds . each book weighs 2 pounds . how many books are there in the box ? x = ( 1 / 2 ) 50 | betty has 1 oranges stored in boxes . if there are 2 boxes , how many oranges must go in each box ? x = ( 1 / 2 ) 51 | mrs . hilt bought 2 pizzas for $ 1 each . what was the total amount she paid for the three pizzas ? x = ( 2 * 1 ) 52 | david has 2 boxes of stuffed toy dogs . each box has 1 dogs in it . how many dogs are there in all ? 2 * 1 = x 53 | megan had 1 markers . robert gave her 2 more markers . how many markers does megan have altogether ? x = ( 1 + 2 ) 54 | joan has 1 blue balloons melanie has 2 blue balloons . how many blue balloons do they have in total ? 1 + 2 = x 55 | james ate 1 carrot sticks before dinner and 2 more after dinner . how many carrot sticks did he eat ? x = ( 1 + 2 ) 56 | craig starts with 2 skittles . 1 are eaten by a hippopotamus . how many skittles does craig end with ? x = ( 2 - 1 ) 57 | jesse's room is 2 feet long and 1 feet wide . how much carpet does she need to cover the whole floor ? x = ( 2 * 1 ) 58 | alyssa picked 2 pears and nancy picked 1 pears from the pear tree . how many pears were picked in all ? 2 + 1 = x 59 | tom has 2 violet balloons , he gave fred 1 of the balloons . how many violet balloons does he now have ? x = 2 - 1 60 | kyle jogged 1 laps in p.e . class and 2 laps during track practice . how many laps did kyle jog in all ? 1 + 2 = x 61 | when a number is increased by 2 the number is equal to 1 the original number . find the original number ? 2 + x = 1 * x 62 | sara grew 2 onions , sally grew 3 onions , and fred grew 1 onions . how many onions did they grow in all ? x = 2 + 3 + 1 63 | sara had 2 quarters in her bank . her dad gave her 1 more quarters . how many quarters does she have now ? 2 + 1 = x 64 | jenny sold 1 boxes of trefoils . how many cases of 2 boxes , plus extra boxes does jenny need to deliver ? x = ( 1 / 2 ) 65 | joan picked 1 apples from the orchard , and gave 2 apples to melanie . how many apples does joan have now ? x = 1 - 2 66 | robin has 2 packages of gum . there are 1 pieces in each package . how many pieces of gum does robin have ? x = ( 2 * 1 ) 67 | if 2 is added to a number and this sum is doubled , the result is 1 more than the number . find the number . 1 * ( 2 + x ) = 1 + x 68 | a dvd book holds 2 dvds . there are 1 dvds already in the book . how many more dvds can be put in the book ? 2 - 1 = x 69 | sara picked 1 pears and 2 apples from the orchard . she gave 3 pears to dan . how many pears does sara have ? x = 1 - 3 70 | theresa has 1 crayons . janice has 2 crayons . she shares 3 with nancy . how many crayons will theresa have ? x = ( 1 - 3 ) 71 | joan grew 1 watermelons and 3 turnips . tom grew 2 watermelons . how many watermelons did they grow in total ? x = 1 + 2 72 | joan found 1 seashells on the beach , she gave mike 2 of the seashells . how many seashells does she now have ? x = 1 - 2 73 | sally earns $ 2 for each house she cleans . if she cleans 1 houses , how many dozens of dollars will she make ? ( 2 * 1 ) = x * 12 74 | fred found 2 seashells on the beach , he gave jessica 1 of the seashells . how many seashells does he now have ? x = 2 - 1 75 | marcia spent 1 minutes working on her science project . how many hours did marcia spend on her science project ? 1 / 60 = x 76 | andrew spent 2 day working on his science report . he worked for 1 hours each day . how many hours did he work ? x = ( 2 * 1 ) 77 | mrs . hilt bought a notebook for $ 1 . she paid with nickels . how many nickels did she use to buy the notebook ? 1 / 5 = x 78 | jason grew 2 watermelons and 3 pumpkins . sandy grew 1 watermelons . how many watermelons did they grow in total ? x = 2 + 1 79 | shawn has 3 blocks . mildred has with 1 blocks . mildred finds another 2 . how many blocks does mildred end with ? x = ( 1 + 2 ) 80 | mike picked 3 oranges and melanie picked 1 oranges . fred picked 2 apples . how many oranges were picked in total ? x = 3 + 1 81 | marlee has 2 guests coming to her halloween party . each table will hold 1 guests . how many tables will she need ? x = ( 2 / 1 ) 82 | a pet store had 3 siamese cats and 1 house cats . during a sale they sold 2 cats . how many cats do they have left ? x = ( ( 3 + 1 ) - 2 ) 83 | melanie , benny , sandy , and jessica each have 1 dozen pokemon cards . how many pokemon cards do they have in all ? 4 * ( 1 * 12 ) = x 84 | iesha has 1 books . 2 are about school and the rest are about sports . how many books about sports does iesha have ? x = ( 1 - 2 ) 85 | john had 1 socks . if he threw away 2 old ones that didn't fit and bought 3 new ones , how many socks would he have ? x = ( ( 1 + 3 ) - 2 ) 86 | eric wants to split a collection of peanuts into groups of 1 . eric has 2 peanuts . how many groups will be created ? x = ( 2 / 1 ) 87 | sam went to 2 football games this year . he went to 1 games last year . how many football games did sam go to in all ? 2 + 1 = x 88 | marlee has 2 guests coming to her halloween party . each table will hold 1 guests . how many tables will marlee need ? 2 / 1 = x 89 | the sumata family took a 2 - day vacation by car . each day they drove 1 miles . how many total miles did they drive ? x = ( 2 * 1 ) 90 | oliver had 2 socks . if he threw away 3 old ones that didn't fit and bought 1 new ones , how many socks would he have ? x = ( ( 2 + 1 ) - 3 ) 91 | joshua has 1 skittles and 3 eggs . if he shares the skittles among 2 friends , how many skittles does each friend get ? x = ( 1 / 2 ) 92 | paul had saved up 1 dollars . if he received another 3 dollars for his allowance , how many 2 dollar toys could he buy ? x = ( ( 1 + 3 ) / 2 ) 93 | terrell hiked 1 miles on saturday . then , on sunday , he hiked another 2 miles . how far did terrell hike all together ? x = 1 + 2 94 | there are 1 crayons in the drawer . benny placed 2 more crayons in the drawer . how many crayons are now there in total ? 1 + 2 = x 95 | mike had 1 quarters and 3 nickels in his bank . his dad borrowed 2 nickels from mike . how many nickels does he have now ? x = 3 - 2 96 | kaleb had 3 dollars . if he spent 1 bucks on a new game , how many 2 dollar toys could he buy with the money he had left ? x = ( ( 3 - 1 ) / 2 ) 97 | mrs . hilt saw 1 bees in the hive . the next day she saw 2 times that many . how many bees did she see on the second day ? 1 * 2 = x 98 | the total number of students in year 2 at a high school is 3 . there are 1 more girls than boys . how many boys are there ? ( 3 - 1 ) / 2.0 = x 99 | a pet supply store has 1 bags of dog food and 2 bags of cat food . how many more bags of dog food are there than cat food ? x = ( 1 - 2 ) 100 | zoe had 2 bottles of water in her fridge . if she drank 1 of them and then bought 3 more , how many bottles would she have ? x = ( ( 2 + 3 ) - 1 ) 101 | mrs . santiago has 2 red roses . mrs . garrett has 1 . how many more red roses does mrs . santiago have than mrs . garrett ? x = ( 2 - 1 ) 102 | scarlett made a fruit salad with 1 pound of melon and 2 pound of berries . how many pounds of fruit did scarlett use in all ? x = 1 + 2 103 | melanie has 2 blue marbles . sandy has 1 times more blue marbles than melanie . how many dozen blue marbles does sandy have ? 2 * 1 = x * 12 104 | edward had 1 books . if he sold 2 of them and used the money he earned to buy 3 new books , how many books would edward have ? x = ( ( 1 + 3 ) - 2 ) 105 | a restaurant made 1 hamburgers to serve during lunch . only 2 were actually served . how many hamburgers were over from lunch ? x = 1 - 2 106 | a waiter had 2 tables he was waiting on , with 2 women and 1 men at each table . how many customers total did the waiter have ? x = ( 2 * ( 2 + 1 ) ) 107 | oscar 's bus ride to school is 2 mile and charlie 's bus ride is 1 mile . how much longer is oscar 's bus ride than charlie 's ? x = 2 - 1 108 | for the school bake sale katie made 1 cupcakes . if she sold 2 of them and then made 2 more , how many cupcakes would she have ? x = ( ( 1 + 2 ) - 2 ) 109 | a pet store has 3 bird cages . if each cage has 1 parrots and 2 parakeets in it , how many birds does the pet store have total ? x = ( 3 * ( 1 + 2 ) ) 110 | 1 evening , a restaurant served a total of 3 loaf of wheat bread and 2 loaf of white bread . how many loaves were served in all ? x = 3 + 2 111 | alyssa's dog had puppies . she gave 2 to her friends . she now has 1 puppies left . how many puppies did she have to start with ? x - 2 = 1 112 | a store had 1 oranges in a bin . if they threw away 2 of the old ones and put 3 new ones in the bin how many would be in the bin ? x = ( ( 1 + 3 ) - 2 ) 113 | jorge scored 2 goals playing soccer last season . this season he scored 1 goals . what is the total number of goals jorge scored ? x = ( 2 + 1 ) 114 | luke made 1 dollars mowing lawns and 2 dollars weed eating . if he only spent 3 dollar a week , how long would the money last him ? x = ( ( 1 + 2 ) / 3 ) 115 | bryan took a look at his books as well . if bryan has 1 books in each of his 2 bookshelves , how many books does he have in total ? 1 * 2 = x 116 | sally has 1 orange balloons and 3 blue balloons . she lost 2 of the orange balloons . how many orange balloons does sally have now ? x = 1 - 2 117 | alyssa has 2 blue balloons , sandy has 1 blue balloons , and sally has 3 blue balloons . how many blue balloons do they have in all ? x = 2 + 1 + 3 118 | tim's cat had kittens . he gave 2 to jessica and 3 to sara . he now has 1 kittens left . how many kittens did he have to start with ? x - 2 - 3 = 1 119 | the litter patrol picked up 2 glass bottles and 1 aluminum cans on saturday . how many pieces of litter did they pick up altogether ? x = ( 2 + 1 ) 120 | each chocolate bar in a box cost $ 1 . if a box had 3 bars total and olivia sold all but 2 bars , how much money would she have made ? x = ( 1 * ( 3 - 2 ) ) 121 | it took amanda 2 hours to stroll to kimberly's house at 1 miles per hour . how far is it between amanda's house and kimberly's house ? x = ( 2 * 1 ) 122 | the first minute of a telephone call costs 1 cents and each additional minute 2 cents . what is the cost of a 3 minute telephone call ? x = 1 + ( 2 * 3 ) 123 | at lindsey 's vacation wear , 2 the garments are bikinis and 1 are trunks . what fraction of the garments are either bikinis or trunks ? x = 2 + 1 124 | a plane is using fuel at the rate of 1 gallons per hour and it has 2 gallons left in its tank . how long can the plane continue to fly ? 1 * x = 2 125 | there are 3 apples in a box . louise has 1 apples in a bag . scott takes 2 apples out of the box . how many apples are left in the box ? x = ( 3 - 2 ) 126 | at the schools book fair sam bought 2 adventure books and 1 mystery books . if 3 of the books were used , how many new books did he buy ? x = ( ( 2 + 1 ) - 3 ) 127 | last year , 2 people were born in a country , and 1 people immigrated to it . how many new people began living in the country last year ? 2 + 1 = x 128 | there are 2 pencils in the drawer and 3 pencils on the desk . dan placed 1 pencils on the desk . how many pencils are now there in total ? x = 2 + 3 + 1 129 | a pet store had 2 puppies . in one day they sold 3 of them and put the rest into cages with 1 in each cage . how many cages did they use ? x = ( ( 2 - 3 ) / 1 ) 130 | there are 2 students in the class and 1 pencils . if the pencils are divided equally among the students , how many does each student get ? x = ( 1 / 2 ) 131 | mike joined his school 's band . he bought a trumpet for $ 1 , and a song book which was $ 2 . how much did mike spend at the music store ? x = 1 + 2 132 | amy had 2 music files and 3 video files on her flash drive . if she deleted 1 of the files , how many files were still on her flash drive ? x = ( ( 2 + 3 ) - 1 ) 133 | mrs . hilt is baking bread . she needs 2 cups of flour to bake 1 loaves of bread . how much flour will she need to make one loaf of bread ? 2 / 1 = x 134 | the school cafeteria had 3 apples . if they used 1 to make lunch for the students and then bought 2 more , how many apples would they have ? x = ( ( 3 + 2 ) - 1 ) 135 | jose strolled to jane's house . it is 1 miles from jose's house to jane's house . it took jose 2 hours to get there . how fast did jose go ? x = ( 1 / 2 ) 136 | a recipe calls for 2 cup of diced green pepper . give the number of cups of diced green pepper that should be used to make 1 of this recipe . x = 2 * 1 137 | april's discount flowers was having a sale where each flower was 2 dollars . if maria bought 3 roses and 1 daisies , how much did she spend ? x = ( 2 * ( 3 + 1 ) ) 138 | one evening , a restaurant served a total of 2 of a loaf of wheat bread and 1 of a loaf of white bread . how many loaves were served in all ? 2 + 1 = x 139 | a restaurant made 1 hamburgers and 3 hot dogs to serve during lunch . only 2 hamburgers were actually served . how many hamburgers were over ? x = 1 - 2 140 | 1 of the cows are grazing grass . 3 of the remaining are sleeping and 2 cows are drinking water from the pond . find the total number of cows . ( ( 1 * x ) + ( 3 * ( 1 * x ) ) ) + 2 = x 141 | this afternoon craig left school , rode the bus 1 miles , and then walked 2 of a mile to get home . how much farther did craig ride than walk ? 1 - 2 = x 142 | from the years 1 to 4 the minimum hourly wage increased about 2 % , to 3 dollars per hour . what was the minimum hourly wage in 1 , in dollars ? x + ( ( 2 * x ) * 0.01 ) = 3 143 | at lunch a waiter had 3 customers and 2 of them didn't leave a tip . if he got $ 1 each from the ones who did tip , how much money did he earn ? x = ( 1 * ( 3 - 2 ) ) 144 | haley picked 3 carrots from her garden . if she threw out 2 of them and then picked 1 more the next day , how many carrots would she have total ? x = ( ( 3 + 1 ) - 2 ) 145 | a waiter had 2 customers in his section . if 3 of them left and the rest of his tables had 1 people at each table , how many tables did he have ? x = ( ( 2 - 3 ) / 1 ) 146 | bianca picked 2 carrots from her garden . if she threw out 1 of them and then picked 3 more the next day , how many carrots would she have total ? x = ( ( 2 + 3 ) - 1 ) 147 | craig walked 2 of a mile from school to david's house and 1 of a mile from david's house to his own house . how many miles did craig walk in all ? 2 + 1 = x 148 | at the town carnival oliver rode the ferris wheel 2 times and the bumper cars 1 times . if each ride cost 3 tickets , how many tickets did he use ? x = ( 3 * ( 2 + 1 ) ) 149 | kimberly went to the store 1 times last month . she buys 2 peanuts each time she goes to the store . how many peanuts did kimberly buy last month ? x = ( 1 * 2 ) 150 | a pet shelter had 3 puppies when another 2 were brought in . if 1 puppies a day are adopted , how long would it take for all of them to be adopted ? x = ( ( 3 + 2 ) / 1 ) 151 | adam bought 1 boxes of chocolate candy and gave 3 to his little brother . if each box has 2 pieces inside it , how many pieces did adam still have ? x = ( 2 * ( 1 - 3 ) ) 152 | benny goes out to lunch with sara and tom . each person orders the $ 1 lunch special . benny agrees to pay the bill . how much will he have to pay ? 3 * 1 = x 153 | priya needs 2 cupcakes for a birthday party . she already has 3 chocolate cupcakes and 1 vanilla cupcakes . how many more cupcakes should priya buy ? 2 - ( 3 + 1 ) = x 154 | the selling price of a pair of pants is 2 dollars . if the store paid 1 dollars less for the pants , find the price that the store paid , in dollars . x = 2 - 1 155 | robin had 3 songs on her mp3 player . if she deleted 1 old songs from it and then added 2 new songs , how many songs does she have on her mp3 player ? x = ( ( 3 + 2 ) - 1 ) 156 | kevin bought 2 watermelons . the first watermelon was 1 pounds , and the second watermelon was 3 pounds . how many pounds of watermelon did kevin buy ? x = 1 + 3 157 | nancy uploaded 2 pictures to facebook . she put 3 pics into one album and put the rest into 1 different albums . how many pictures were in each album ? x = ( ( 2 - 3 ) / 1 ) 158 | joan bought toy cars for $ 1 , a skateboard for $ 2 , and got toy trucks for $ 3 . she spent $ 4 on pants . in total , how much did joan spend on toys ? x = 1 + 2 + 3 159 | for a birthday party jerry bought 3 regular sodas and 2 diet sodas . if his fridge would only hold 1 on each shelf , how many shelves would he fill up ? x = ( ( 3 + 2 ) / 1 ) 160 | patrick jogged to aaron's house . it is 2 miles from patrick's house to aaron's house . it took patrick 1 hours to get there . how fast did patrick go ? x = ( 2 / 1 ) 161 | joan found 1 seashells and 3 starfishes on the beach . she gave tim some of her seashells . she has 2 seashell . how many seashells did she give to tim ? 1 - x = 2 162 | hayley had 1 meatballs on her plate . kirsten stole some of her meatballs . now she has 2 meatballs on her plate . how many meatballs did kirsten steal ? x = ( 1 - 2 ) 163 | john had 1 action figures , but needed 2 total for a complete collection . if each one costs $ 1 , how much money would he need to finish his collection ? x = ( 1 * ( 2 - 1 ) ) 164 | katie had 3 pages of math homework and 2 pages of reading homework . if each page had 1 problems on it , how many problems did she have to complete total ? x = ( 1 * ( 3 + 2 ) ) 165 | vincent bought 3 books about animals , 2 book about outer space , and 4 books about trains . each book cost $ 1 . how much did vincent spend on the books ? ( ( 3 + 2 ) + 4 ) * 1 = x 166 | the number of gears a machine can make varies directly by how long it operates . if it can make 3 gears in 1 hours , how many gears can it make in 2 hours ? x = ( 2 * 3 ) / 1 167 | at a restaurant each adult meal costs $ 1 and kids eat free . if a group of 3 people came in and 2 were kids , how much would it cost for the group to eat ? x = ( 1 * ( 3 - 2 ) ) 168 | martin strolled to lawrence's house . it is 1 miles from martin's house to lawrence's house . it took martin 2 hours to get there . how fast did martin go ? x = ( 1 / 2 ) 169 | sarah's old washing machine could only wash 3 pieces of clothing at a time . if she had to wash 2 shirts and 1 sweaters how many loads would she have to do ? x = ( ( 2 + 1 ) / 3 ) 170 | a ship is filled with 2 tons of cargo . it stops in the bahamas , where sailors load 1 tons of cargo onboard . how many tons of cargo does the ship hold now ? x = 2 + 1 171 | megan's class is going on a field trip to the zoo . if each van can hold 2 people and there are 1 students and 2 adults going , how many vans will they need ? x = ( ( 2 + 1 ) / 2 ) 172 | a magician was selling magic card decks for 1 dollars each . if he started with 2 decks and by the end of the day he had 1 left , how much money did he earn ? x = ( 1 * ( 2 - 1 ) ) 173 | joan found 1 seashells and 3 starfishes on the beach . she gave alyssa some of her seashells . she has 2 seashell . how many seashells did she give to alyssa ? 1 - x = 2 174 | the sum of the reciprocal of a number and the reciprocal of 1 less than the number is 2 times the reciprical of the original number . find the original number ? ( 1.0 / x ) + ( 1.0 / ( x - 1 ) ) = 2 * ( 1.0 / x ) 175 | for the school bake sale katie made pastries . she baked 3 cupcakes and 2 cookies . after the sale she had 1 to take back home . how many pastries did she sell ? x = ( ( 3 + 2 ) - 1 ) 176 | sarah baked 3 cupcakes for her school's bake sale . if her brother , todd , ate 2 of them how many packages could she make if she put 1 cupcake in each package ? x = ( ( 3 - 2 ) / 1 ) 177 | on a recent trip to ca , we averaged 1 miles per hour . on the return trip we averaged 2 miles per hour . determine the average speed of the trip to ca and back . ( 1 + 2 ) / 2.0 = x 178 | tom was putting his spare change into piles . he had 1 piles of quarters and 2 piles of dimes . if each pile had 3 coins in it , how many coins did he have total ? x = ( 3 * ( 1 + 2 ) ) 179 | while making desserts for a bake sale , victor used 2 of a scoop of brown sugar as well as 1 of a scoop of white sugar . how much more brown sugar did victor use ? 2 - 1 = x 180 | at the fair there were 2 people in line for the bumper cars . if 1 of them got tired of waiting and left and 1 more got in line , how many people would be in line ? x = ( ( 2 + 1 ) - 1 ) 181 | there are 2 oak trees currently in the park . park workers will plant 1 more oak trees today . how many oak trees will the park have when the workers are finished ? 2 + 1 = x 182 | roger was putting his spare change into piles . he had 1 piles of quarters and 1 piles of dimes . if each pile had 2 coins in it , how many coins did he have total ? x = ( 2 * ( 1 + 1 ) ) 183 | a painter needed to paint 2 rooms in a building . each room takes 3 hours to paint . if he already painted 1 rooms , how much longer will he take to paint the rest ? x = ( 3 * ( 2 - 1 ) ) 184 | ned had to wash 1 short sleeve shirts and 2 long sleeve shirts before school . if he had only washed 3 of them by the time school started , how many did he not wash ? x = ( ( 1 + 2 ) - 3 ) 185 | a trivia team had 1 members total , but during a game 3 members didn't show up . if each member that did show up scored 2 points , how many points were scored total ? x = ( 2 * ( 1 - 3 ) ) 186 | dave had to wash 3 short sleeve shirts and 2 long sleeve shirts before school . if he had only washed 1 of them by the time school started , how many did he not wash ? x = ( ( 3 + 2 ) - 1 ) 187 | edward was selling his old games . he started out with 2 but sold 3 of them . he packed the rest up putting 1 games into each box . how many boxes did he have to use ? x = ( ( 2 - 3 ) / 1 ) 188 | there are 2 walnut trees currently in the park . park workers will plant 1 walnut trees today . how many walnut trees will the park have when the workers are finished ? x = 2 + 1 189 | megan was selling her necklaces at a garage sale . she sold 3 bead necklaces and 2 gem stone necklaces . if each necklace cost 1 dollars , how much money did she earn ? x = ( 1 * ( 3 + 2 ) ) 190 | there were 2 bales of hay in the barn . jason stacked more bales in the barn today . there are now 1 bales of hay in the barn . how many bales did he store in the barn ? 2 + x = 1 191 | the school cafeteria ordered 3 red apples and 2 green apples for students lunches . but , if only 1 students wanted fruit , how many extra did the cafeteria end up with ? x = ( ( 3 + 2 ) - 1 ) 192 | there school's baseball team had 1 new players and 2 returning players . if the coach put them into groups with 2 players in each group , how many groups would there be ? x = ( ( 1 + 2 ) / 2 ) 193 | there are 1 popular trees currently in the park . park workers will plant 2 popular trees today . how many popular trees will the park have when the workers are finished ? x = 1 + 2 194 | rachel was playing a video game and had 1 lives . in a hard part of the game she lost 2 lives . if she got 3 more lives in the next level , how many lives would she have ? x = ( ( 1 + 3 ) - 2 ) 195 | safety rent a truck costs 1 dollars plus 2 dollars per mile . city rentals rents the truck for 4 dollars plus 3 dollars per mile . for what mileage are the costs the same ? 1 + ( 2 * x ) = 4 + ( 3 * x ) 196 | while shopping for music online , nancy bought 2 country albums and 3 pop albums . each album came with a lyric sheet and had 1 songs . how many songs did nancy buy total ? x = ( 1 * ( 2 + 3 ) ) 197 | the cafeteria had 3 apples . for lunch they handed out 1 to students and decided to use the rest to make pies . if each pie takes 2 apples , how many pies could they make ? x = ( ( 3 - 1 ) / 2 ) 198 | carson's teacher gives out gold stars for great math work . yesterday , carson earned 2 gold stars . today , he earned 1 more . how many gold stars did carson earn in all ? x = ( 2 + 1 ) 199 | there are 1 walnut trees currently in the park . park workers will plant 2 more walnut trees today . how many walnut trees will the park have when the workers are finished ? 1 + 2 = x 200 | at the arcade , jerry won 3 tickets playing 'whack a mole' and 1 tickets playing 'skee ball' . if he spent 2 of his tickets on a hat , how many tickets does jerry have left ? x = ( ( 3 + 1 ) - 2 ) 201 | there are 1 oak trees currently in the park . park workers had to cut down 2 oak trees that were damaged . how many oak trees will the park have when the workers are finished ? x = 1 - 2 202 | suzie found two worms in the yard and measured them with a ruler . one worm was 1 of an inch long . the other worm was 2 of an inch long . how much longer was the longer worm ? 1 - 2 = x 203 | sam was collecting cans for recycling . on saturday he filled 2 bags up and on sunday he filled 3 more bags . if each bag had 1 cans in it , how many cans did he pick up total ? x = ( 1 * ( 2 + 3 ) ) 204 | wendy was playing a video game where she scores 3 points for each treasure she finds . if she found 2 treasures on the first level and 1 on the second , what would her score be ? x = ( 3 * ( 2 + 1 ) ) 205 | frank was collecting cans for recycling . on saturday he filled 2 bags up and on sunday he filled 1 more bags . if each bag had 2 cans in it , how many cans did he pick up total ? x = ( 2 * ( 2 + 1 ) ) 206 | there were a total of 1 soccer games in the season . the season is played for 2 months . how many soccer games were played each month , if each month has the same number of games ? 1 = 2 * x 207 | bryan had 1 precious stones in his collection which he sold to his friend from the jewelry store . if the stones were sold at 2 dollar each , how much money did bryan get in total ? 1 * 2 = x 208 | there are 1 bicycles and 4 tricycles in the storage area at danny's apartment building . each bicycle has 2 wheels and each tricycle has 3 wheels . how many wheels are there in all ? ( 1 * 2 ) + ( 4 * 3 ) = x 209 | in fourth grade there were 1 students at the start of the year . during the year 2 students left and 1 new students came to school . how many students were in fourth grade at the end ? x = ( ( 1 + 1 ) - 2 ) 210 | there were a total of 2 football games in the season . the season is played for 1 months . how many football games were played each month , if each month has the same number of games ? 2 / 1 = x 211 | there is a pole in a lake . 1 of the pole is in the ground , another 3 of it is covered with water , and 2 feet of it is out of the water . what is the total length of the pole in feet ? 1 * x + 3 * x + 2 = x 212 | a plane flies 1 miles against a steady 3 miles per hour headwind and then returns to the same point with the wind . if the entire takes 2 hours , what is the plane 's speed in still air ? ( 1 / ( x - 3 ) ) + ( 1 / ( 3 + x ) ) = 2 213 | there are 2 students trying out for the school's trivia teams . if 3 of them didn't get picked for the team and the rest were put into 1 groups , how many students would be in each group ? x = ( ( 2 - 3 ) / 1 ) 214 | tom bought 1 tickets at the state fair . he spent 3 tickets at the 'dunk a clown' booth and decided to use the rest on rides . if each ride cost 2 tickets , how many rides could he go on ? x = ( ( 1 - 3 ) / 2 ) 215 | a group of 1 friends went into a restaurant . the chef already had 2 chicken wings cooked but cooked 1 more for the group . if they each got the same amount how many would each person get ? x = ( ( 1 + 2 ) / 1 ) 216 | while playing at the arcade , ned won 2 tickets playing 'whack a mole' and 3 tickets playing 'skee ball' . if he was trying to buy candy that cost 1 tickets a piece , how many could he buy ? x = ( ( 2 + 3 ) / 1 ) 217 | edward bought 2 tickets at the state fair . he spent 1 tickets at the 'dunk a clown' booth and decided to use the rest on rides . if each ride cost 3 tickets , how many rides could he go on ? x = ( ( 2 - 1 ) / 3 ) 218 | zoe was unboxing some of her old winter clothes . she found 1 boxes of clothing and inside each box there were 2 scarves and 3 mittens . how many pieces of winter clothing did zoe have total ? x = ( 1 * ( 2 + 3 ) ) 219 | nancy went to 2 football games this month . she went to 1 games last month , and plans to go to 4 games next month . she paid 3 dollars for the tickets . how many games will she attend in all ? x = 2 + 1 + 4 220 | lana was unboxing some of her old winter clothes . she found 1 boxes of clothing and inside each box there were 1 scarves and 2 mittens . how many pieces of winter clothing did lana have total ? x = ( 1 * ( 1 + 2 ) ) 221 | mrs . hilt baked pies last weekend for a holiday dinner . she baked 1 pecan pies and 3 apples pies . if she wants to arrange all of the pies in rows of 2 pies each , how many rows will she have ? x = ( 1 + 3 ) 222 | for halloween katie and her sister combined the candy they received . katie had 1 pieces of candy while her sister had 2 . if they ate 1 pieces the first night , how many pieces do they have left ? x = ( ( 1 + 2 ) - 1 ) 223 | a water flow restrictor has reduced the flow of water to 2 gallons per minute . this amount is 1 gallon per minute less than 3 the original flow rate . find the original rate in gallons per minute . ( 3 * x ) - 1 = 2 224 | gwen was organizing her book case making sure each of the shelves had exactly 2 books on it . if she had 3 shelves of mystery books and 1 shelves of picture books , how many books did she have total ? x = ( 2 * ( 3 + 1 ) ) 225 | mary found 3 seashells , melanie found 2 seashells , and jason found 1 seashells on the beach . when they cleaned them , they discovered that 4 were cracked . how many seashells did they find together ? x = 3 + 2 + 1 226 | haley was planting vegetables in her garden . she started with 1 seeds and planted 2 of them in the big garden and in each of her small gardens put 3 seeds each . how many small gardens did haley have ? x = ( ( 1 - 2 ) / 3 ) 227 | tori is a school janitor . last week , she picked up a total of 2 pieces of trash . if she picked up 1 pieces of trash in the classrooms , how many pieces of trash did tori pick up outside the classrooms ? x = 2 - 1 228 | a store had 1 coloring books in stock . they ended up putting them on sale and getting rid of 2 of them . the put the ones they still had onto shelves with 3 on each shelf . how many shelves did they use ? x = ( ( 1 - 2 ) / 3 ) 229 | diane is a beekeeper . last year , she harvested 2 pounds of honey . this year , she bought some new hives and increased her honey harvest by 1 pounds . how many pounds of honey did diane harvest this year ? x = 2 + 1 230 | diane is a beekeeper . last year , she harvested 2 pounds of honey . this year , she bought some new hives and increased her honey harvest by 1 pounds . how many pounds of honey did diane harvest this year ? 2 + 1 = x 231 | trenton sells electronic supplies . each week he earns 3 dollars plus commission equal to 2 of his sales . this week his goal is to earn no less than 1 dollars . how much sales he must make to reach his goal ? 3 + ( 2 * x ) = 1 232 | gwen and her friends were recycling paper for their class . for every 1 pounds they recycled they earned one point . if gwen recycled 2 pounds and her friends recycled 3 pounds , how many points did they earn ? x = ( ( 2 + 3 ) / 1 ) 233 | paige and her friends were recycling paper for their class . for every 2 pounds they recycled they earned one point . if paige recycled 3 pounds and her friends recycled 1 pounds , how many points did they earn ? x = ( ( 3 + 1 ) / 2 ) 234 | mike is at the library helping put away books . there are 2 book to put away total but a librarian takes 3 of them and leaves mike with the rest . if he can fit 1 books on a shelf , how many shelves will he need ? x = ( ( 2 - 3 ) / 1 ) 235 | wendy uploaded 3 pictures from her phone and 1 from her camera to facebook . if she sorted the pics into 2 different albums with the same amount of pics in each album , how many pictures were in each of the albums ? x = ( ( 3 + 1 ) / 2 ) 236 | isabel uploaded 1 pictures from her phone and 3 from her camera to facebook . if she sorted the pics into 2 different albums with the same amount of pics in each album , how many pictures were in each of the albums ? x = ( ( 1 + 3 ) / 2 ) 237 | tiffany uploaded 1 pictures from her phone and 2 from her camera to facebook . if she sorted the pics into 3 different albums with the same amount of pics in each album , how many pictures were in each of the albums ? x = ( ( 1 + 2 ) / 3 ) 238 | two airplanes left the same airport traveling in opposite directions . if one airplane averages 1 miles per hour and the other 3 miles per hour , how many hours will it take for the distance between them to be 2 miles ? ( 3 * x ) + ( 1 * x ) = 2 239 | the number of kilograms of water in a human body varies directly as the total body weight . a person who weighs 2 kilograms contains 1 kilograms of water . how many kilograms of water are in a person weighing 3 kilograms ? 1 / 2 = x / 3 240 | at the beach , miki and her sister both built sandcastles and then measured their heights . miki's sandcastle was 2 of a foot tall and her sister's was 1 of a foot tall . how much taller was miki's sandcastle than her sister's ? 2 - 1 = x 241 | rupert and ronald aced their math test . so their mother bought for them a wonderful trampoline yesterday . ronald jumped 1 times on the trampoline . rupert jumped 2 more times than ronald . how many times did they jump altogether ? x = ( 1 + 2 ) 242 | mika had 2 stickers . she bought 1 stickers from a store in the mall and got 2 stickers for her birthday . then mika gave 4 of the stickers to her sister and used 3 to decorate a greeting card . how many stickers does mika have left ? ( ( 2 + 1 ) + 2 ) - ( 4 + 3 ) = x 243 | an ice skating rink charges 3 dollars for admission and 1 dollars to rent skates . jill can purchase a new pair of skates for 2 dollars . how many times would she need to go the rink to justify buying the skates rather than renting a pair ? 2 / 1 = x 244 | suppose you are starting an office cleaning service . you have spent 2 dollars on equipment . to clean an office , you use 3 dollars worth of supplies you purchased . you charge 1 dollars per office . how many offices must you clean to break even ? ( ( 0 - 2 ) + ( 1 * x ) ) - ( 3 * x ) = 0.0 245 | juliet has a choice between receiving an 2 dollars monthly salary from furniture by design or a base salary of 1 dollars and a 4 % commission on the amount of furniture she sells during the month . for what amount of sales will the 3 choices be equal ? 1 + ( 4 * 0.01 * x ) = 2 246 | christian's father and the senior ranger gathered firewood as they walked towards the lake in the park and brought with them sacks . if every sack can contain around 2 pieces of wood , how many sacks were they able to fill if they gathered 1 pieces of wood ? 2 * x = 1 247 | a waitress put leftover tarts into the fridge on thursday night . she noticed that the restaurant had 2 of a tart filled with cherries , 1 of a tart filled with blueberries , and 2 of a tart filled with peaches . how many leftover tarts did the restaurant have in all ? 2 + 1 + 2 = x 248 | last saturday , spencer walked all over town running errands . first , he walked 1 of a mile from his house to the library and 3 of a mile from the library to the post office . then he walked 2 of a mile from the post office back home . how many miles did spencer walk in all ? 1 + 3 + 2 = x 249 | a small publishing company has a 2 time product cost for editing and printing of 3 dollars . variable cost per book is 4 dollars . the publisher is selling the book to the store for 1 dollars . how many books must the publisher print and sell so that the production cost will equal the money obtained from sells ? ( 1 * x ) - ( 4 * x ) = 3 250 | a person is choosing between 1 cellular phone plans . one has a monthly fee of 4 dollars for 6 minutes plus 7 dollars for each minute over the 6 . the second plan has a monthly fee of 3 dollars for 2 minutes plus 5 dollars for each minute over the 2 . after how many minutes used are the monthly costs of the plans equal ? 4 + ( 7 * ( x - 6 ) ) = 3 + ( 5 * ( x - 2 ) ) 251 | -------------------------------------------------------------------------------- /data/TextData/vocab.f.txt: -------------------------------------------------------------------------------- 1 | x 1988 2 | 1 1899 3 | = 1874 4 | ) 1861 5 | ( 1861 6 | 2 1798 7 | + 1152 8 | * 779 9 | 3 756 10 | - 753 11 | / 368 12 | 4 93 13 | 0.01 76 14 | 1.0 41 15 | 2.0 23 16 | 12 19 17 | 5 17 18 | 0.5 10 19 | 3.0 9 20 | 100.0 7 21 | 4.0 7 22 | 7.0 6 23 | 5.0 6 24 | 0.25 5 25 | 0.1 4 26 | 8.0 4 27 | 6 4 28 | 7 3 29 | 10.0 3 30 | 25 2 31 | 100 2 32 | 1.5 1 33 | 0.0 1 34 | 0.05 1 35 | 0 1 36 | 8 1 37 | 10 1 38 | 14 1 39 | 9.0 1 40 | 87.0 1 41 | -------------------------------------------------------------------------------- /data/TextData/vocab.q.txt: -------------------------------------------------------------------------------- 1 | . 3145 2 | the 2092 3 | 1 1949 4 | 2 1861 5 | ? 1821 6 | how 1697 7 | of 1393 8 | many 1318 9 | , 1230 10 | a 1162 11 | in 1099 12 | and 1023 13 | to 837 14 | 3 799 15 | she 589 16 | if 581 17 | have 568 18 | he 566 19 | did 546 20 | each 522 21 | are 455 22 | had 446 23 | for 439 24 | has 431 25 | on 422 26 | there 379 27 | dollars 352 28 | does 344 29 | her 333 30 | is 328 31 | they 298 32 | with 287 33 | much 283 34 | at 280 35 | more 280 36 | were 259 37 | total 240 38 | will 235 39 | was 221 40 | from 210 41 | now 203 42 | all 196 43 | $ 191 44 | number 184 45 | them 180 46 | it 179 47 | his 177 48 | would 166 49 | per 166 50 | books 161 51 | bought 160 52 | miles 144 53 | cards 131 54 | what 129 55 | picked 127 56 | left 125 57 | that 120 58 | students 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actual 1 2701 | roden 1 2702 | toppings 1 2703 | christian's 1 2704 | individually 1 2705 | h1 1 2706 | catherine 1 2707 | transfer 1 2708 | snyder 1 2709 | overtime 1 2710 | gain 1 2711 | foster 1 2712 | kelly's 1 2713 | coffees 1 2714 | joan's 1 2715 | cookbook 1 2716 | 8th 1 2717 | -------------------------------------------------------------------------------- /pics/graph2tree.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/IBM/Graph2Tree/04e5b96134816037aa0dfb41e39fa4f9d60f099d/pics/graph2tree.png -------------------------------------------------------------------------------- /pics/pic1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/IBM/Graph2Tree/04e5b96134816037aa0dfb41e39fa4f9d60f099d/pics/pic1.png -------------------------------------------------------------------------------- /src/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/IBM/Graph2Tree/04e5b96134816037aa0dfb41e39fa4f9d60f099d/src/__init__.py -------------------------------------------------------------------------------- /src/data_utils.py: -------------------------------------------------------------------------------- 1 | import math 2 | import tree 3 | import torch 4 | import sympy 5 | import random 6 | import graph_utils 7 | 8 | import numpy as np 9 | import pickle as pkl 10 | 11 | from random import randint 12 | from operator import itemgetter 13 | from sympy.parsing.sympy_parser import parse_expr 14 | 15 | 16 | class SymbolsManager(): 17 | def __init__(self, whether_add_special_tags): 18 | self.symbol2idx = {} 19 | self.idx2symbol = {} 20 | self.vocab_size = 0 21 | self.whether_add_special_tags = whether_add_special_tags 22 | if whether_add_special_tags: 23 | # PAD: padding token = 0 24 | self.add_symbol('
')
25 | # GO: start token = 1
26 | self.add_symbol('')
27 | # EOS: end token = 2
28 | self.add_symbol(', ')], dtype=torch.long)
306 | else:
307 | prev_word = torch.tensor([form_manager.get_symbol_idx('(')], dtype=torch.long)
308 | if using_gpu:
309 | prev_word = prev_word.cuda()
310 | i_child = 1
311 | while True:
312 | curr_c, curr_h = decoder(prev_word, s[0], s[1], parent_h, sibling_state)
313 | prediction = attention_decoder(enc_outputs, curr_h, structural_info)
314 |
315 | s = (curr_c, curr_h)
316 | _, _prev_word = prediction.max(1)
317 | prev_word = _prev_word
318 |
319 | if int(prev_word[0]) == form_manager.get_symbol_idx('