From 021d4cde0bcdb2a53e815753710309e8a1f28cc0 Mon Sep 17 00:00:00 2001 From: Shikhar Dhar Date: Sun, 4 Nov 2018 16:16:01 +0100 Subject: [PATCH 1/5] Update README.md --- README.md | 34 ++++++++++++++++++++++++++++++++++ 1 file changed, 34 insertions(+) diff --git a/README.md b/README.md index 70636c15..06ac6a36 100755 --- a/README.md +++ b/README.md @@ -1,16 +1,50 @@ # Title +NLP on Amazon Reviews to Aid Customer’s Decision Process # Abstract A 150 word description of the project idea, goals, dataset used. What story you would like to tell and why? What's the motivation behind your project? +Popular Amazon products usually have thousands of reviews from various users explaining the pros/cons of the products along with a description of their personal opinion on the product. While this data may be useful to Amazon customers, often times these comments are time-consuming to sift through. Additionally, users may get more confused reading many positive and negative reviews and Amazon may lose a potential customer. In order to save users time when they are online shopping, we want to conduct a keyword analysis on these reviews by identifying positive and negative words to help a user quickly determine whether they may want this product. After summarizing, we plan on creating a visualization for these reviews. The dataset used for this study comes from UCSD Julian McAuleys “Amazon product data” dataset. + # Research questions A list of research questions you would like to address during the project. +* Can we generate keywords from Amazon reviews through sentiment analysis? +* Can we use sentiment analysis to improve similar word search? + # Dataset List the dataset(s) you want to use, and some ideas on how do you expect to get, manage, process and enrich it/them. Show us you've read the docs and some examples, and you've a clear idea on what to expect. Discuss data size and format if relevant. +List the dataset(s) you want to use, and some ideas on how do you expect to get, manage, process and enrich it/them. Show us you've read the docs and some examples, and you've a clear idea on what to expect. Discuss data size and format if relevant. + +We would like to use the Amazon reviews dataset provided to us. We will be using the 5-core (9.9gb) subset of the data where the items/users have at least 5 reviews. The dataset contains 41.13 million reviews and filters out both users with multiple accounts and plagiarized reviews. + +Each JSON object contains the following data: reviewerID, asin, reviewerName, helpfulness, reviewText, overall, summary, unixReviewTime, and reviewTime + +Here is an example below: +![picture alt](http://www.brightlightpictures.com/assets/images/portfolio/thethaw_header.jpg "Title is optional") + +Our intention is to conduct sentiment analysis on the data and the Amazon product data website recommends we use this data set specifically. + +We are going to take the review text from the file and the “overall” from each comment and anything above a “overall” of 3 will be labeled as positive and anything below will be labeled as negative. Then we will create a deep neural network to conduct sentiment analysis. We are going to run a couple noise reducing algorithms to clean up filler words and create higher accuracy within analysis. + +We also plan to do data visualization to see how related certain words are to each other. + # A list of internal milestones up until project milestone 2 Add here a sketch of your planning for the next project milestone. +Tasks before November 11th: +* Clean the data and combine the datasets +* Run noise reduction methods remove filler words and improve the speed of the deep network + +Tasks before November 18th: +* Write the code for the deep neural network create graph showing what words are indicative of positive review and what words are indicative of negative reviews. +* Look at graphs and create a method to find similar words. + +Tasks before November 25th: +* Apply the model to find keywords for the reviews so that it become easier for future customers to get a better general idea of the reviews without have to read all of them. +* Visualize these keywords for some of the reviews that were given for particular items being sold on Amazon. + + # Questions for TAa Add here some questions you have for us, in general or project-specific. 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z5mr(U{}v?i#3%v-Z1Rap*2bPz55I8Xf*!(X_~Xz(Lb(lM?tZNG!y$&;)b}SBy%<4! zNr+d{UCyz%!m2o9I>L(Ddi(2fXFsxbFE^`OXm8gG$hr*(7VDhPUIJ zCei4;npkS%Mg$c|emP@ZWGTtuyl0PF?ZHvM$^pFvwWA~P1~LGv_otJW6y^(}ii&;= zyQ8LQDen@t6C7TJ5Yq>N6C;@>I%ab%v&lPUUcT(FsZ5*qpC{1X!J8VOvaK`mf0RoI z*DTTIX09F;RW&Rhrs?@(u?l_PN(qQ@&k;NIaOb%c$Qv*SA@6!i3zJu(t<$l$MMG)X zHBTtyQ5t3^hyHHjpZ$D0E5A2moE`Q*d+}#yx5)w&lL&l_=jE*2A&^B12;#;3!G|bS zt?$ou&N|-&);5_K6}@7x*poAmR`F^3Jh+8OBjX}f6$BF5{)HbOS@*omGMoPDFS>BC zY9yaF+cnzzB~GrgdPMzq?iZb-hn2bOpYqbpN364*D7ex5wKTEr$yMV5a2=uqt~A;I zirf6&!7G2U?s2fgK8~v3Q4#2G{M&aQ*W#dMKFmKhQ9D7ciVV~K#m+3*-G?e`mleBr z5&M9MRtB}GZP`&jZ69);qZD|wCB_n5tx?wtHL ziBQcIAw!*hyc0Deji&snV$9WaMZNjhkhvHfug+F)mR3Kck8DeI(z!1GPl)>u3S{r& zLo`K1>gxQ0&2)VnnqMTqJQaz9sYu7#DU}K>kiq5$7-;T8`22gURei9l<+#$gC;O#p zxqoHrMM_ zegBgUCN^(bH~!+&Fe>=*?a^K!#2n6X7uig&%2b#8NCjbBd literal 0 HcmV?d00001 From d36d5db285ecac5308440f7f69c8ce44845b3c7b Mon Sep 17 00:00:00 2001 From: Shikhar Dhar Date: Sun, 4 Nov 2018 16:26:23 +0100 Subject: [PATCH 3/5] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 06ac6a36..28309b03 100755 --- a/README.md +++ b/README.md @@ -22,7 +22,7 @@ We would like to use the Amazon reviews dataset provided to us. We will be using Each JSON object contains the following data: reviewerID, asin, reviewerName, helpfulness, reviewText, overall, summary, unixReviewTime, and reviewTime Here is an example below: -![picture alt](http://www.brightlightpictures.com/assets/images/portfolio/thethaw_header.jpg "Title is optional") +![picture alt](https://github.com/sdhar3/ADA-Project/blob/master/example.png "example of one review") Our intention is to conduct sentiment analysis on the data and the Amazon product data website recommends we use this data set specifically. From 823ae7ad0704f3b25b76cff30d0d3ffcc23c8648 Mon Sep 17 00:00:00 2001 From: Shikhar Dhar Date: Sun, 4 Nov 2018 16:27:09 +0100 Subject: [PATCH 4/5] Update README.md --- README.md | 13 ++++++------- 1 file changed, 6 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 28309b03..1c1d9cd9 100755 --- a/README.md +++ b/README.md @@ -1,18 +1,17 @@ -# Title -NLP on Amazon Reviews to Aid Customer’s Decision Process +# NLP on Amazon Reviews to Aid Customer’s Decision Process -# Abstract +## Abstract A 150 word description of the project idea, goals, dataset used. What story you would like to tell and why? What's the motivation behind your project? Popular Amazon products usually have thousands of reviews from various users explaining the pros/cons of the products along with a description of their personal opinion on the product. While this data may be useful to Amazon customers, often times these comments are time-consuming to sift through. Additionally, users may get more confused reading many positive and negative reviews and Amazon may lose a potential customer. In order to save users time when they are online shopping, we want to conduct a keyword analysis on these reviews by identifying positive and negative words to help a user quickly determine whether they may want this product. After summarizing, we plan on creating a visualization for these reviews. The dataset used for this study comes from UCSD Julian McAuleys “Amazon product data” dataset. -# Research questions +## Research questions A list of research questions you would like to address during the project. * Can we generate keywords from Amazon reviews through sentiment analysis? * Can we use sentiment analysis to improve similar word search? -# Dataset +## Dataset List the dataset(s) you want to use, and some ideas on how do you expect to get, manage, process and enrich it/them. Show us you've read the docs and some examples, and you've a clear idea on what to expect. Discuss data size and format if relevant. List the dataset(s) you want to use, and some ideas on how do you expect to get, manage, process and enrich it/them. Show us you've read the docs and some examples, and you've a clear idea on what to expect. Discuss data size and format if relevant. @@ -30,7 +29,7 @@ We are going to take the review text from the file and the “overall” from ea We also plan to do data visualization to see how related certain words are to each other. -# A list of internal milestones up until project milestone 2 +## A list of internal milestones up until project milestone 2 Add here a sketch of your planning for the next project milestone. Tasks before November 11th: @@ -46,5 +45,5 @@ Tasks before November 25th: * Visualize these keywords for some of the reviews that were given for particular items being sold on Amazon. -# Questions for TAa +## Questions for TAa Add here some questions you have for us, in general or project-specific. From 25aab39a6c77f6a00485bd36ead8a1390b52304c Mon Sep 17 00:00:00 2001 From: Varun Mathur Date: Sun, 25 Nov 2018 23:34:35 +0100 Subject: [PATCH 5/5] model --- model.ipynb | 421 ++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 421 insertions(+) create mode 100644 model.ipynb diff --git a/model.ipynb b/model.ipynb new file mode 100644 index 00000000..7352ee40 --- /dev/null +++ b/model.ipynb @@ -0,0 +1,421 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# imports\n", + "from collections import Counter\n", + "import enchant\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sys\n", + "import time" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Neural Netork\n", + "class HelpfulnessNetwork:\n", + " # initialize the network with parameters\n", + " def __init__(self, reviews, labels, min_count, polarity_cutoff, hidden_nodes, learning_rate):\n", + " # This is to get reproducable results each time we run the network\n", + " np.random.seed(1)\n", + "\n", + " # pre process the data and run it\n", + " self.pre_process_data(reviews, labels, polarity_cutoff, min_count)\n", + " self.init_network(len(self.review_vocab),hidden_nodes, 1, learning_rate)\n", + "\n", + " def pre_process_data(self, reviews, labels, polarity_cutoff, min_count):\n", + " # PART 1: get the count of words and the count of positive and negative words\n", + " positive_counts = Counter()\n", + " negative_counts = Counter()\n", + " total_counts = Counter()\n", + " \n", + " d = enchant.Dict(\"en_US\")\n", + " \n", + " for i in range(len(reviews)):\n", + " if(labels[i] == 1):\n", + " for word in reviews[i].split(\" \"):\n", + " # This is used to check if the words are English dictionary words. TEST\n", + " if word != '' and d.check(word):\n", + " positive_counts[word.lower()] += 1\n", + " total_counts[word.lower()] += 1\n", + " else:\n", + " for word in reviews[i].split(\" \"):\n", + " # This is used to check if the words are English dictionary words. TEST\n", + " if word != '' and d.check(word):\n", + " negative_counts[word.lower()] += 1\n", + " total_counts[word.lower()] += 1\n", + " \n", + " # We use this to get a better understanding of what words are correlated to helpful reviews and which\n", + " #ones are correlated to unhelpful reviews.\n", + " pos_neg_ratios = Counter()\n", + "\n", + " for term,count in list(total_counts.most_common()):\n", + " if count > 25:\n", + " pos_neg_ratio = positive_counts[term] / float(negative_counts[term]+1)\n", + " pos_neg_ratios[term] = pos_neg_ratio\n", + "\n", + " # We do this so that we can get a scale, where 0 is a neutral word and the greater the number the more helpful\n", + " # and the less the number the more unhelpful.\n", + " for word,ratio in pos_neg_ratios.most_common():\n", + " if(ratio > 1):\n", + " pos_neg_ratios[word] = np.log(ratio)\n", + " else:\n", + " pos_neg_ratios[word] = -np.log((1 / (ratio + 0.01)))\n", + " \n", + " # This is used to testing and visualizing what is happening\n", + " topPos = pos_neg_ratios.most_common()[:30]\n", + " topNeg = list(reversed(pos_neg_ratios.most_common()))[:30]\n", + " print(topPos)\n", + " print(topNeg)\n", + " \n", + " for word in topPos:\n", + " print(total_counts[word[0]])\n", + " for word in topNeg:\n", + " print(total_counts[word[0]])\n", + " \n", + " # populating the vocabulary that is going to be used\n", + " review_vocab = set()\n", + " for review in reviews:\n", + " for word in review.split(\" \"):\n", + " # check the min_count requirement\n", + " if(total_counts[word.lower()] > min_count):\n", + " if(word.lower() in pos_neg_ratios.keys()):\n", + " # ensure the polarity cutoff\n", + " if((pos_neg_ratios[word.lower()] >= polarity_cutoff) or (pos_neg_ratios[word.lower()] <= -polarity_cutoff)):\n", + " review_vocab.add(word.lower())\n", + " else:\n", + " review_vocab.add(word.lower())\n", + "\n", + " self.review_vocab = list(review_vocab)\n", + " \n", + " # populate the labels\n", + " label_vocab = set()\n", + " for label in labels:\n", + " label_vocab.add(label)\n", + " \n", + " # Convert the label vocabulary set to a list so we can access labels via indices\n", + " self.label_vocab = list(label_vocab)\n", + " \n", + " self.review_vocab_size = len(self.review_vocab)\n", + " self.label_vocab_size = len(self.label_vocab)\n", + " \n", + " # Creating a dictionary where the words are mapped to the indices\n", + " self.word2index = {}\n", + " for i, word in enumerate(self.review_vocab):\n", + " self.word2index[word] = i\n", + " \n", + " # Creating a dictionary where the labels are mapped to the indices\n", + " self.label2index = {}\n", + " for i, label in enumerate(self.label_vocab):\n", + " self.label2index[label] = i\n", + "\n", + " def init_network(self, input_nodes, hidden_nodes, output_nodes, learning_rate):\n", + " self.input_nodes = input_nodes\n", + " self.hidden_nodes = hidden_nodes\n", + " self.output_nodes = output_nodes\n", + " self.learning_rate = learning_rate\n", + "\n", + " # weights input layer -> hidden layer.\n", + " self.weights_0_1 = np.zeros((self.input_nodes, self.hidden_nodes))\n", + "\n", + " # weights hidden layer -> output layer.\n", + " self.weights_1_2 = np.random.normal(0.0, self.output_nodes**-0.5, (self.hidden_nodes, self.output_nodes))\n", + " \n", + " # The input layer\n", + " self.layer_1 = np.zeros((1,hidden_nodes))\n", + " \n", + " def sigmoid(self,x):\n", + " return 1 / (1 + np.exp(-x))\n", + " \n", + " def sigmoid_output_2_derivative(self,output):\n", + " return output * (1 - output)\n", + " \n", + " def train(self, training_reviews_raw, training_labels):\n", + " training_reviews = list()\n", + " for review in training_reviews_raw:\n", + " indices = set()\n", + " for word in review.split(\" \"):\n", + " if(word.lower() in self.word2index.keys()):\n", + " indices.add(self.word2index[word.lower()])\n", + " training_reviews.append(list(indices))\n", + " \n", + " correct_so_far = 0\n", + " start = time.time()\n", + " \n", + " # run a forward and backward pass and reviews and update weights\n", + " for i in range(len(training_reviews)):\n", + " \n", + " # Get the next review and its label\n", + " review = training_reviews[i]\n", + " label = training_labels[i]\n", + "\n", + " # Hidden layer\n", + " self.layer_1 *= 0\n", + " for index in review:\n", + " self.layer_1 += self.weights_0_1[index]\n", + "\n", + " # Output layer\n", + " layer_2 = self.sigmoid(self.layer_1.dot(self.weights_1_2)) \n", + " \n", + " \n", + " ### Backward pass ###\n", + " # Output error\n", + " layer_2_error = layer_2 - label \n", + " layer_2_delta = layer_2_error * self.sigmoid_output_2_derivative(layer_2)\n", + "\n", + " # Backpropagated error\n", + " layer_1_error = layer_2_delta.dot(self.weights_1_2.T) # to the hidden layer\n", + " layer_1_delta = layer_1_error\n", + "\n", + " # Update the weights\n", + " self.weights_1_2 -= self.layer_1.T.dot(layer_2_delta) * self.learning_rate # update weights with gradient descent step\n", + " \n", + " for index in review:\n", + " self.weights_0_1[index] -= layer_1_delta[0] * self.learning_rate # update weights with gradient descent step\n", + "\n", + " if(layer_2 >= 0.5 and label == 1):\n", + " correct_so_far += 1\n", + " elif(layer_2 < 0.5 and label == 0):\n", + " correct_so_far += 1\n", + " \n", + " elapsed_time = float(time.time() - start)\n", + " reviews_per_second = i / elapsed_time if elapsed_time > 0 else 0\n", + " \n", + " sys.stdout.write(\"\\rProgress:\" + str(100 * i/float(len(training_reviews)))[:4] \\\n", + " + \"% Speed(reviews/sec):\" + str(reviews_per_second)[0:5] \\\n", + " + \" #Correct:\" + str(correct_so_far) + \" #Trained:\" + str(i+1) \\\n", + " + \" Training Accuracy:\" + str(correct_so_far * 100 / float(i+1))[:4] + \"%\")\n", + " if(i % 2500 == 0):\n", + " print(\"\")\n", + " \n", + " def test(self, testing_reviews, testing_labels):\n", + " correct = 0\n", + " start = time.time()\n", + "\n", + " # Predict for the review \n", + " for i in range(len(testing_reviews)):\n", + " pred = self.run(testing_reviews[i])\n", + " if(pred == testing_labels[i]):\n", + " correct += 1\n", + "\n", + " elapsed_time = float(time.time() - start)\n", + " reviews_per_second = i / elapsed_time if elapsed_time > 0 else 0\n", + " \n", + " sys.stdout.write(\"\\rProgress:\" + str(100 * i/float(len(testing_reviews)))[:4] \\\n", + " + \"% Speed(reviews/sec):\" + str(reviews_per_second)[0:5] \\\n", + " + \" #Correct:\" + str(correct) + \" #Tested:\" + str(i+1) \\\n", + " + \" Testing Accuracy:\" + str(correct * 100 / float(i+1))[:4] + \"%\")\n", + " \n", + " def run(self, review):\n", + " # forward pass\n", + " # Hidden layer \n", + " self.layer_1 *= 0\n", + "\n", + " unique_indices = set()\n", + " for word in review.split(\" \"):\n", + " if word.lower() in self.word2index.keys():\n", + " unique_indices.add(self.word2index[word.lower()])\n", + " \n", + " for index in unique_indices:\n", + " self.layer_1 += self.weights_0_1[index]\n", + " \n", + " # Output layer\n", + " layer_2 = self.sigmoid(self.layer_1.dot(self.weights_1_2))\n", + " \n", + " if(layer_2[0] >= 0.5):\n", + " return 1\n", + " else:\n", + " return 0" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/anaconda3/envs/ada/lib/python3.6/site-packages/ipykernel_launcher.py:11: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n", + " # This is added back by InteractiveShellApp.init_path()\n", + "/anaconda3/envs/ada/lib/python3.6/site-packages/ipykernel_launcher.py:12: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n", + " if sys.path[0] == '':\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "53129\n", + "0.7065320112943302\n", + "0.38052283401772596\n", + "0.6267763368405203\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/anaconda3/envs/ada/lib/python3.6/site-packages/ipykernel_launcher.py:20: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[('mhz', 3.6109179126442243), ('keys.', 3.5263605246161616), ('drone', 3.332204510175204), ('2.0', 2.772588722239781), ('cruiser', 2.740840023925201), ('frame', 2.70805020110221), ('legs', 2.70805020110221), ('accident', 2.6741486494265287), ('drive.', 2.6390573296152584), ('recessed', 2.6026896854443837), ('gloves', 2.6026896854443837), ('epic.', 2.6026896854443837), ('pleasant', 2.5902671654458267), ('controls.', 2.5649493574615367), ('announce', 2.5257286443082556), ('cheek', 2.5257286443082556), ('parrot', 2.5257286443082556), ('lightning', 2.4277482359480516), ('marked', 2.367123614131617), ('hp', 2.3353749158170367), ('chrome', 2.3353749158170367), ('remaining', 2.302585092994046), ('joint', 2.302585092994046), ('zoom', 2.277267285009756), ('switches', 2.277267285009756), ('roadster', 2.2735975561207935), ('spoken', 2.268683541318364), ('compromise', 2.268683541318364), ('digital', 2.2300144001592104), ('defender', 2.217843864538955)]\n", + "[('t', -0.9844722442902273), ('clipper', -0.9156811616023082), ('la', -0.8242325874562075), ('el', -0.7585749858824007), ('y', -0.6733445532637655), ('radiation', -0.6733445532637655), ('inspire', -0.6316022662300688), ('retro', -0.3905764956144137), ('wasted', -0.3225693314522215), ('es', -0.2552718283010265), ('basics', -0.1065958462658192), ('ok.', -0.050055670467200504), ('horrible.', -0.043566986636409726), ('location.', 0.009950330853168092), ('union', 0.009950330853168092), ('computers', 0.009950330853168092), ('cancel', 0.009950330853168092), ('extreme', 0.009950330853168092), ('option.', 0.033901551675681416), ('sweet', 0.04652001563489291), ('idea.', 0.04879016416943205), ('natural', 0.06062462181643484), ('safety', 0.06899287148695142), ('country', 0.09531017980432493), ('waste', 0.09884583463663264), ('luck.', 0.1112256351102244), ('microsoft', 0.11778303565638346), ('signal.', 0.11778303565638346), ('period.', 0.125163142954006), ('person.', 0.14310084364067324)]\n", + "37\n", + "34\n", + "28\n", + "33\n", + "32\n", + "47\n", + "31\n", + "30\n", + "29\n", + "28\n", + "28\n", + "28\n", + "42\n", + "27\n", + "26\n", + "26\n", + "26\n", + "36\n", + "34\n", + "33\n", + "33\n", + "54\n", + "32\n", + "42\n", + "42\n", + "74\n", + "31\n", + "31\n", + "102\n", + "162\n", + "29\n", + "56\n", + "29\n", + "34\n", + "26\n", + "32\n", + "34\n", + "44\n", + "35\n", + "29\n", + "33\n", + "32\n", + "36\n", + "31\n", + "33\n", + "33\n", + "35\n", + "113\n", + "58\n", + "42\n", + "40\n", + "32\n", + "28\n", + "41\n", + "161\n", + "35\n", + "67\n", + "84\n", + "31\n", + "27\n", + "Progress:0.0% Speed(reviews/sec):0.0 #Correct:1 #Trained:1 Training Accuracy:100.%\n", + "Progress:23.5% Speed(reviews/sec):2824. #Correct:1810 #Trained:2501 Training Accuracy:72.3%\n", + "Progress:47.0% Speed(reviews/sec):2674. #Correct:3519 #Trained:5001 Training Accuracy:70.3%\n", + "Progress:70.5% Speed(reviews/sec):2735. #Correct:5136 #Trained:7501 Training Accuracy:68.4%\n", + "Progress:94.1% Speed(reviews/sec):2767. #Correct:6815 #Trained:10001 Training Accuracy:68.1%\n", + "Progress:99.9% Speed(reviews/sec):3247. #Correct:6510 #Tested:10625 Testing Accuracy:61.2%0%" + ] + } + ], + "source": [ + "file1 = 'reviews_Cell_Phones_and_Accessories_5.json.gz'\n", + "#file2 = 'reviews_Kindle_Store_5.json.gz'\n", + "#file3 = 'reviews_Home_and_Kitchen_5.json.gz'\n", + "all_data1 = pd.read_json('../data/'+file1, lines=True)\n", + "#all_data2 = pd.read_json('../data/'+file2, lines=True)\n", + "#all_data3 = pd.read_json('../data/'+file,lines=True)\n", + "#all_data = pd.concat([all_data1, all_data2])\n", + "data = all_data1[['reviewText','helpful']]\n", + "\n", + "# We are calculating the helpful value here and dropping reviews with no ratings\n", + "data['helpful'] = data['helpful'].map(lambda x: x[0]/x[1] if x[1] != 0 else np.nan)#np.log(x[0]+1)/x[1] if x[1] != 0 else np.nan)\n", + "data.dropna(inplace=True)\n", + "\n", + "# Used for testing purposes\n", + "print(len(data['helpful']))\n", + "print(np.mean(data['helpful'].values))\n", + "print(np.std(data['helpful'].values))\n", + "\n", + "# from looking at the values above use to the mean for the comparison value. it is different for each data set.\n", + "data['helpful'] = data['helpful'].map(lambda x: 1 if x > .7 else 0)\n", + "\n", + "reviews = data['reviewText'].values\n", + "labels = data['helpful'].values\n", + "\n", + "# baseline for randomly guessing what is helpful and what is not helpful\n", + "print(sum(labels)/len(reviews))\n", + "\n", + "# initializing. training and running the neural network\n", + "mlp = HelpfulnessNetwork(reviews[:int(-1*(.8*len(reviews)))],labels[:int(-1*(.8*len(reviews)))],min_count=25,polarity_cutoff=.5,hidden_nodes=10,learning_rate=.01)\n", + "mlp.train(reviews[:int(-1*(.8*len(reviews)))],labels[:int(-1*(.8*len(reviews)))])\n", + "mlp.test(reviews[int(-1*(.2*len(reviews))):],labels[int(-1*(.2*len(reviews))):])\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python (ada)", + "language": "python", + "name": "ada" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}