kaggle google play store dataset

Making a dataset on Pandas question answered by 40 Gold users Art of becoming The Sherlock Holmes less than 1 minute read A comprehensive guide to Pandas Kaggle: Google play store apps less than 1 minute read Finding what does it takes to make a 5 star app Kaggle: Microsoft Malware Detection Found inside – Page 197The dataset contains data for common home tasks activities like sweeping, brushing teeth, watching TV, washing hands, etc. To protect users' privacy, ... Their app can collect data from several sensors, including inertial and audio. Read the complete work on Medium. On digging deeper, I found out that iTunes App Store page deploys a nicely indexed appendix-like structure to allow for simple and easy web scraping. PlayStore EDA. The data files are as follows: - `apps.csv `: contains all the details of the apps on Google Play. are paid. you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. Right click the dataset zip file Found inside – Page 3823.1 Datasets We use the Drebin dataset [20] of Android apps. It contains extracted features for both classes. Drebin relies on static features, i.e., those that can be extracted from an app without executing it. Competition rules can be accepted within this extension. The dataset is pre-processed using a number of data cleaning steps, including data . # Load packages import numpy as np import pandas as pd import matplotlib.pyplot as plt. We gather the data that has meaningful variables leading to appropriate classes. Sanjay Suthraye. We decided to explore relationships Data visualization, Found inside – Page 274... apidocs/com/cloudera/oryx/app/serving/als/ RecommendToAnonymous.html 22https://github.com/turi-code/userguide/blob/master/recommender/ ... 26https://www.kaggle.com/retailrocket/ecommerce-dataset ... Most top rated apps are optimally priced between ~1$ to ~30$. Software Engineer. A. Found inside – Page 344... https://www.kaggle.com/cosmos98/ twitter-and-reddit-sentimental-analysis-dataset?select=Reddit Data.csv. ... ML model used in the TeleML app. https://colab.research. google.com/drive/1Ya4uJnmprza3NWIFo4lYMfAt2J5g2yOa?usp=sharing 24. The boost will manifest in multiple ways including higher priority in recommendations sections ("Similar apps", "You might also like", "New and updated games"). I'll start this task by reading the dataset. For my web-scraping project, I used Selenium to scrape all the apps on Play Store. Muhammet Ali Kula. The program R was used in the analysis. Each app has values for category, rating, size, installs, and other app specifications. Kaggle: Google play store apps. You signed in with another tab or window. Condensing Steam: Distilling the Diversity of Gamer Behavior - Temporal games data. Is the quality of paid apps on Google Play store significantly different than free apps? In [ 1 ]: It would be a great help for me, as I am still learning and want to pursue this path. Google Play Store. This project is lincensed under the MIT License - see the LICENSE.md file for details. . This work focuses upon following aspects: Get the supplimentary Jupyter notebook on GitHub, Tags: $ 12.00 Clash royale Dataset - Cards data. Found inside... API token from the Kaggle account page Choosing an account to use with the Kaggle connector Submitting your Kaggle ... data source data.world result in Google Dataset Search Makeover Monday data sets The challenge page at data.world ... It is the web scraped data of 10k Play Store apps for analyzing the Android market. Read writing from Bhushan Gosavi on Medium. This article was published as a part of the Data Science Blogathon Introduction. Connect-4 Data Set - Connect-4 game matches. Although Google Play acts as a digital media store as well, the data covers only mobile applications. Data Cleaning, Data Imputation and Manipulation And Data Visualization Performed on Google Play Store Kaggle's Dataset. Is there a significant difference in ratings between a Google Play store app that has either a restricted or non-restricted content rating? Kaggle is the most widely used platform for downloading dataset. For the content rating, the p-value was less than 2.2e-16 which shows that the true mean rating between content ratings are not equal to each other. (gosavibhushan36@gmail.com). We will use the Kaggle Google Play Store Apps dataset from Lavanya Gupta. (2.3 Million App Data) and 24 attributes. Found inside – Page 368Chest X-Ray Images (Pneumonia). https://kaggle.com/paultimothymooney/chest-xray-pne umonia 21. ... M.: AI4COVID-19: AI Enabled Preliminary Diagnosis for COVID-19 from Cough Samples via an App. https://arxiv.org/abs/2004.01275 32. Is price of apps on Google Play store significantly different than price of apps on Apple App store? It is of 10k Play Store apps for analyzing the Android market. . \n " , Found inside – Page 21T. L. I. Sugata and C. K. Yang, “Leaf App: Leaf recognition with deep convolutional neural networks,” IOP Conf. Ser. Mater. Sci. ... “PlantVillage Dataset Dataset of diseased plant leaf images and corresponding labels [Online]. Making a dataset on Pandas question answered by 40 Gold users Art of becoming The Sherlock Holmes less than 1 minute read A comprehensive guide to Pandas Kaggle: Google play store apps less than 1 minute read Finding what does it takes to make a 5 star app Kaggle: Microsoft Malware Detection Each app has values for category, rating, size, installs, and other app . Data cleaning and preparation is the most critical first step in any AI project. Kaggle dataset is out, let's play. Making a border line between rumours and arriving at objective. This data set contains 13 different features that can be used for predicting whether an app will be successful or not using different . The assumptions made for all tests were met by the datasets. Found inside – Page 352The dataset we will be using is available on Kaggle (https://www.kaggle.com/ harlfoxem/housesalesprediction) and ... If you wish, you can use the Upload file functionality available in the Machine Learning app's Data Visualizer as shown ... of apps in the google play store are free and 8%(Approx.) This is a Kaggle dataset on Google Play Store Apps. Summary: Data Science — a deep analysis on "google play store apps" from Kaggle. Found inside – Page 70In this, 33% training dataset and 67% test dataset. ... Objective of this paper is to make a website and app for user so that whenever he/she selects a text, ... using dataset from Kaggle [21] with 6335 rows and 4 columns. The data comprising this set was scraped from more than 10,000 major apps in the Google Play Store and was updated six months prior to when it was accessed, thus, the most recent information was available and able to be analysed. This statistical analysis is based on the Kaggle dataset 'googleplaystore.csv', which is a collection of web-scraped data of 10000 Play Store apps. For the cost, the p-value was 0.1251 which shows that the true mean rating between paid or free are equal to each other. Why is R a Must-Learn for Data Scientists? Found inside – Page 380The output size of APP is set as 4 × 4 to split each image into 16 patches. ... Fundus images: The model will be firstly trained on diabetic retinopathy (DR) detection dataset of kaggle [3]1 (30k for training, 5k for validation). For every malware, we have two files.asm file.bytes file (the raw data contains the hexadecimal representation of the file's binary content, without the PE header) Total train dataset consist of 200GB data out of which 50Gb of data is .bytes files and 150GB of data is .asm files: I have used seaborn for the visualization. Kaan Önder. It contains over 10k application data, capturing . 10 "description": "\ud83c\udfc6 Editor's Choice by Google\r\n\r\nAny.do is a To Do List, Calendar, Planner, Tasks & Reminders App That Helps Over 25M People Stay Organized and Get More Done.\r\n\r\n\ud83e\udd47 \"It\u2019s A MUST HAVE PLANNER & TO DO LIST APP\" (NYTimes, USA TODAY, WSJ & Lifehacker).\r\n\r\nAny.do is a free to-do list, planner & calendar app for managing and . Technology giant Google has announced the acquisition of Kaggle, a start-up that hosts a number of data scientists, for an undisclosed amount at the . This is a simple Exploratory Data Analysis of Google Play Store Apps Dataset from Kaggle. The Welch two-sample t-tests indicated the p-value of the null hypothesis, the true mean rating. Found inside – Page 472“Common challenges for toxic comment classification among different datasets that contain out-of-jargon words with its long-range dependencies, and multi-word phrases” [15]. The limitation of this model is that it is trained on Google ... Following this, I published my dataset on Kaggle (you can find it here) to drive app-making businesses to success. Found inside – Page 143An android app, an iPhone app, and a web app are also available. ... now commonly use pretrained CNNs to generate representations for novel tasks, where the dataset may not be large enough to train an entire CNN from scratch. Maximum Number of Apps in the Store are from the "Family' and 'Game' Category. Additionally, it also provides additional settings to generate commands for uncompressing files (such as *.zip, *.tar, *.gz). Found inside – Page 51For example, consider traffic data for a routing app or parking data for a parking app: How fresh is the data? ... all installations (horizontal pooling) would create a rich dataset for anomaly detection and its root-cause analysis. Then clean the…. Extract the data file googleplaystore.csv and put it in the project root.. Project Folder Structure Very impressive stuff. Will you be comfortable shedding a bit more light on the logic of the code you worked on by sharing it with me? Google Play Store Sentiment Analysis using Python. The first file is street music and the second is an air conditioner. Found inside – Page 191One method involves deploying the model on a cloud server and linking it to an app on the farmer's phone. ... We also thank Agbaje Abdullateef, who posted the dataset of mango leaves on Kaggle for public use. References 8. Dataset. The dataset we have is from Kaggle. To address the second and third question, two Welch two-sample t-test were used to observe whether there was a statistically significant difference between the two different content ratings and the cost of the app. While many public datasets (on Kaggle and the like) provide Apple App Store data, there are not many counterpart datasets available for Google Play Store apps anywhere on the web. Google-Playstore-Dataset -(Backup repo to store off Kaggle) Google PlayStore App analytics. The Dataset has data about more than 10,000 apps in the Store. Found inside – Page 440Because we want to make a cat detector, we will be reusing the cat images from the “Cats and Dogs” Kaggle dataset that we used in Chapter 3. ... 440 | Chapter 14: Building the Purrfect Cat Locator App with TensorFlow Object Detection API. Our goal was to analyze this data to generate interesting insights within the Android market. Kaggle Skills Practiced: Python, machine learning model, data sorting, pre-processing; This project uses machine learning, data sorting, pre-processing, and a Python chat server to create a spam detection system. |, Almost all app categories perform decently.Â, View All Professional Development Courses, An Ultimate Guide to Become a Data Scientist. During the semester of Fall 2018, the honors project for STAT 35000 decided to find trends and patterns related to the market to help developers. The data set ch o sen for this project was from the popular data website Kaggle. Next, we apply algorithms to train the model and test it using data acquired from the Kaggle dataset and analyze the model's performance. Found inside – Page 371A total of 2009 instances were collected from UCI ML repository and Kaggle. ... The ASD adult dataset was obtained from UCI repository which was collected via screening in ASDTest app developed by the author in (Thabtah 2019b). You can find that dataset on this link … Kaggle dataset is out, let’s play Found inside – Page 256It will then alarm parents through a text message and app notification. ... For training and testing the emotion recognition model, we have used a facial expression recognition dataset that is publicly available at Kaggle [24]. They include two datasets. Solve real-world problems in Python, R, and SQL. I have a large dataset ~= 40 GB on google drive, and I need to import it to kaggle/input.I can't load it in /kaggle/working because of the stupid storage limit (19 GB) vs 100 GB allowed through /kaggle/input.Therefore, gdown as per the suggestions here will not solve the problem. Average rating of (active) apps on Google Play Store isÂ. Making a border line between rumours and arriving at objective. The dataset contains the reviews for various application class like Social, Games, Education, Finance, News, Food. This dataset (source: Kaggle) contains information of almost 8000 Netflix movies and shows. The dataset is chosen from Kaggle. Tags: Data visualization, Exploratory data . NYC Data Science Academy is licensed by New York State Education Department. . To answer this question we need to create a separate data frame out of our googlestore_df data frame which will contain a grouped value by Category and Installs . Google Play, formerly Android Market, is a digital distribution service operated and developed by Google. This dataset has more than 10,000 rows, each of them is an app from Google Play Store, and as features (columns) we can see the App name, Category, Rating, and others. The dataset for this project was found on Kaggle, and the information was collected through web scraping around 10,000 Play Store apps. Add to Wishlist. raw data set of Google Play Store from the Kaggle website. There are only a very few apps priced above 20$. Most of the Apps hold a rating of above 4.0 easily. Data Science — A comprehensive analysis on "Google Play Store Apps" dataset from Kaggle. Sign in. Netflix Movie Data. \n ", " 2. Key Words: Google Play Store Apps, Ratings Prediction, Found inside – Page 621Agrawal, S.: Diamond's price and atributes dataset (2007). https://www.kaggle. com/shivam2503/diamonds/metadata. Accessed 06 Oct 2020 2. Antunes, A.R., Braga, A.C.: Shiny app to predict agricultural tire dimensions. The dataset is chosen from Kaggle. Found inside – Page 232Developing a great app is a good start but launching a new app with nearly 2.5 million [1] in the google play store makes ... from Kaggle and applied exploration data analysis to unbox the useful insights about the apps in play store. Thus, you can get large varieties of datasets uploaded by the field experts. 6. Installation. Google Colab is a great way to get free GPU for your Data Science work. Due to this reason I was able to scrape only about ~3.3k apps, which would definitely underrepresent the Android market. Found inside – Page 170Inspired by Google Map route planning capabilities, the first project ('Roads') uses a publicly available dataset of Africa that contains a higher resolution of satellite imagery to develop an app that will plot the list of safest ... * Bookmark your fav page for later studies. Scipy, Categories: Medal Info. Found inside – Page 537... a variety of our skills to arrive at an end-to-end app that consists of both object detection and object recognition. ... Or, maybe, you are anxious to tackle a realworld dataset and be part of Kaggle's Facial Expression Recognition ... Found inside – Page 104COVID-19 Complete Dataset (Updated every 24hrs), number of confirmed, death and recovered cases every day across the globe. https://www.kaggle.com/imdevskp/corona-virus-report 44. Johns Hopkins University Center ... In situations where the training dataset is too large like image-based data, manual data labeling can take too long. Found inside – Page 79As much as I like to design the front-end, it becomes overwhelming to take both machine learning and app development. So, I had to find a solution that could easily ... Distribution of ratings from the Kaggle dataset. The majority of. Read more. Google Play Store Apps datasets are available on Kaggle. March 4, 2021. Answer to Here we will work on the (Google Play Store Apps data Go to your Google Drive and right click the dataset you want to upload to Kaggle. I used google play scraper which is a node.js module that scrapes application data from the Google Play Store. Datastax Certified Cassandra Developer. This information is scraped from Google Play Store . 20 hours ago . Using Machine Learning Algorithms, I have tried to discover the relationships among various attributes present in my dataset such as which application is free or paid, about the user reviews, rating of the application. less than 1 minute read. It has about 267,000 observations (number of apps) and 13 variables (number of characteristics for each app). Hello Lavanya, it is indeed a great work and research carried on by you for scraping and analyzing Google Play sore Apps. Blogs, Making a dataset on Pandas question answered by 40 Gold users, Good practice questions on py libraries from SO, Artificial Intelligence - data & decisions, Stackoverflow: Selected questions on Python libraries. Kaggle is one of the best practice fields for Data Scientists and many of us like to use Google Colab to play around with datasets due availability of better data processing infrastructure. Clash of Clans app store user comments - User reviews from Google Play and iTunes App Store. Filtering the reviews Business Problem. Act 2 — Google Colaboratory for Kaggle with GitHub. Found inside – Page 162In addition, some non-facial blurring was added to random images in the Stage 2 dataset in order to throw off a classifier that ... set in the Crowdsource app documentation that takedowns may take up to a week to be reflected on Kaggle. Our main dataset contains information about apps available at the Google Play Store and there is also a secondary dataset with information about the reviews for the apps. Google Play Store App Dataset Analysis & Machine Learning Decision Tree Prediction of App Popularity Topics python data-science machine-learning sklearn plotly seaborn decision-tree-classifier google-play-store kaggle-dataset User ratings predictions for a Google Play store data set. Found inside – Page 188Cough sound AI app (AI4COVID-19) Linear ML models 3 Pretrained DLs (ResNet50) RNN (LSTM, six features) Laguarta, Hueto, ... X-ray images of the public dataset used in this work, which consists of 50 images, divided into two classes as ... Found inside – Page 306Dataset. The Planet: Understanding the Amazon from Space competition was held on Kaggle in 2017. ... 3https://itunes.apple.com/au/app/the-unarchiver/id425424353?mt=12 4http://p7zip.sourceforge.net/ # create a mapping of tags to integers ... * Experieance the native kaggle site. Since Google Play uses modern-day techniques like dynamic page load using JQuery, this made scraping more challenging. The Kaggle Dataset Page. Project - 5 (Case Study - 5) | Data Analysis With Python Pandas | Google Play Store Apps Dataset Kaggle DatasetLink : https://www.kaggle.com/lava18/google-pl. The objective of this project is to deliver insights to understand customer demands better and thus help developers to popularize the product. Found inside – Page 95The original dataset is provided by Avazu, which contains 10 days detailed ads display record. ... of site Categorical app_category The category of app Categorical device_type The type of device Categorical device_conn_type The type of ... (Solved) : Work Google Play Store Apps Data Set Data Description Https Wwwkagglecom Lava18 Google Pla Q37526708 . It also supports downloading of a user's dataset by specifying owner_name/dataset_name in the competition field. Install the library using pip:. Kuo. So let's start this task by reading the dataset: Found inside – Page 25As this solution is a part of a mobile app, users' errors are considered in this solution by taking care of the possibility of uploading a non-chest X-ray image. ... A dataset provided on Kaggle for Pneumonia detection [19]. Google PlayStore Apps Dataset. Found inside – Page 111The model will be trained on a subset of the Kaggle Dogs vs. Cats dataset. After the model is trained, you will use the model in an iOS app that allows users to take a picture and determine whether the picture contains a dog or a cat. Found insideWe will create a UI for our machine learning model in Chapter 9: News Summarization App using Transformers. ... Authentication Repository Kaggle, UCI ML Dataset in https://www.kaggle.com/ritesaluja/bank-note-authentication-uci-data. I chose this data set to visualize some of the trends in apps downloaded by the users. Data Preprocessing: Pavlo Fesenko. Found inside – Page 63acquired from an online COVID-19 dataset [13], and non-COVID-19 images, acquired from Kaggle's Chest X-Ray Images ... Recently, the authors in [14] introduced a schematic of an app for COVID-19 contact tracing, as shown in Fig. 4. Big Data Engineer. Pandas, * Share your saved or current page with your friends. Dataset. B. Combination of professional development courses. Photo by fabio on Unsplash. 'App name' was used as the join column for review analysis on each app. Data Preprocessing and Cleaning. This dataset was provided by The Center for Policing Equity Google Play Store Apps Lavanya Gupta 4mo 2 MB 7.1 i 3 Files (CSV, other) U.S. Education Datasets: Unification Project Roy Garrard 3mo 85 MB 7.6 i 8 Files (other, Ethereum Classic Blockchain Google BigQuery 2rno 70GB 7.1 Q BigQuery Malaria Cell Images Dataset Arunava 6mo 337 MB 7.5 1 . Data was obtained in json format so I first made a .txt file and then load that file into jupyter notebook. It houses datasets for every domain. Done! While there are many popular datasets for Apple App Store, there aren't many for Google Play apps, which is partially due to the increased difficulty in scraping the latter as compared to the former. Found inside – Page 2235.8 Jupyter Notebook The Jupyter Notebook is basically an app which consists of notebook documents and a notebook kernel. It is mainly a server-client based ... We have extracted the dataset from kaggle. The dataset which we are using ... License. Found inside – Page 108... datasets: http://www.image-net.org/ Open Images datasets: https://storage.googleapis.com/openimages/web/ index.html Kaggle ... Vision Mobile App to Classify Flower Species Chapter 4 Creating your own image dataset using Google images. Answer (1 of 4): There's a dataset search engine: Google Custom Search And here are my bookmarks: BigML.com's Gallery of datasets Search for a Dataset Data.gov . For a small additional fee, you could get Colab pro with V100/P100 GPU, which is a few times faster than T4 ones that you get on Kaggle. For this purpose, real-world Google Play store apps dataset is used in this paper to identify the importance of these factors. 13.5 s. history Version 2 of 2. Google Play Store team had launched a new feature wherein, certain apps that are promising, are boosted in visibility. One has to be familiar with Numpy and Matplotlib and Pandas to learn about Seaborn.. Seaborn offers the following functionalities: ref title size lastUpdated downloadCount ----- ----- ----- ----- ----- lava18/google-play-store-apps Google Play Store Apps 2MB 2018-09-18 20:49:49 4358 lucidlenn/sloan-digital-sky-survey Sloan Digital Sky Survey RD14 446KB 2018-09-20 00:23:41 723 neuromusic/avocado-prices Avocado Prices 629KB 2018-06-06 05:28:35 8143 blastchar/telco-customer-churn Telco Customer Churn 172KB 2018-02-23 18:20 . Let's play a couple files and see what they sound like. Users tend to download a given app more if it has been reviewed by a large number of people. Found inside – Page 345We are going to use the strategy games dataset, which contains real-world information about strategy games from the Apple App Store (available at https:// www.kaggle.com/tristan581/17k-apple-app-store-strategy-games, under the following ... 1- First dataset was provided on the udacity servers. Data-Analysis-Hub data-science data-analysis pandas matplotlib seaborn kaggle google-play-store project This is where all my Data Analysis notebooks are present. Most top rated apps are optimally sized betweenÂ. I've collected the data with the help of Python and Scrapy running on a cloud vm.The data was collected on June 2021. On the other hand, Google Play Store uses sophisticated modern-day techniques (like dynamic page load) using JQuery making scraping more challenging. However, this approach was not sufficient since Google uses its own intelligent recommendation algorithms and lists only a few selected apps for each category, based on your user history till now. Tolga Kaplan. When uploading a dataset to Kaggle, select to add a file from remote URL. Found inside – Page 161A list of all the words/sentences that are considered as offensiveness has been added to the app along with their alternative. ... 6.1 Dataset Used The dataset is collected from Kaggle [29] which comprises total 312735 text messages. The ANOVA test indicated that there was significant statistical evidence to conclude that the true mean ratings among the all categories were not equal to each other. Numpy, Comments (0) Run. Found inside – Page 3341. https://data.humdata.org/dataset/2019-novel-coronavirus-cases 2. https://www.kaggle.com/de5d5fe61fcaa6ad7a66/pandemic-2009-h1n1-swine-flu-influenzaa-dataset 3. ... Burki, T.K.: App to model pandemic influenza. The other set is about the reviews related to the applications. Grow your coding skills in an online sandbox and build a data science portfolio you can show employers. Share. To get apps in all these categories, I wrote a Python script which iteratively loops through all categories, clicks on one category at a time, scrapes all the apps, returns to the main page (dropdown as shown below) and then proceeds to the next category. Really great work at scraping and analyzing Play Store Apps. Google Play store application dataset that I have collected from Kaggle. To overcome this, I adopted a workaround in which I used the 'search bar' on the top of the page. Search for any dataset that you wish to import to Colab using the Search bar on top. Found inside – Page 297Available at: https://www.kaggle.com/. Accessed January 21, 2019. [63] NIHCC. National Institutes of Health Clinical Center: Chest XRay Dataset. CXR8. Available at: https://nihcc. app.box.com/v/ChestXray-NIHCC. Accessed January 21, 2019 ... Found inside – Page 204Download the UNCOVER COVID-10 challenge dataset from https://www . kaggle.com/roche-data-science-coalition/uncover 2. Extract and save the dataset in a folder and rename it “my_dataset” 3. Install Power-BI http://app.powerbi.com 4. Like how many apps are in the datase t and what type of apps like their category , ratings, reviews . Do the following: Go to Kaggle.com. Get the supplimentary Jupyter notebook on GitHub. Found inside – Page 6... use of google-colab or Kaggle for learning ML without a local GPU - pandas is easier to use than the "Dataset" in ... web-app, although only in the Wolfram infrastructure, which might not fit inside one's infrastructure or policy. Found inside2010. http://www.kaggle.com/c/hivprogression. 59. ... Disease control app for doctors wins health 2.0 data challenge; analyze this! ... 2010. https://datamarket.azure.com/dataset/8c30d4d3-0846-4b08-9991-104958f24ca7. 62. Kaggle. Thus, one must know every possible way to fetch the datasets. . (2.3 Million App Data) and 24 attributes. Ekrem Bayar. As a new developer, it is easy to download an app onto the google play store. Found inside – Page 210Step 1: Obtain Data Obtaining data is straightforward, as it comes from a publicly available Kaggle dataset called “Google Play Store Apps” uploaded by Lavanya Gupta [2]. The datasets were captured by scraping publicly available data ... On digging deeper, I found out that iTunes App Store webpage deploys a nicely indexed appendix-like structure to allow for simple and easy web scraping. Found inside – Page 57[37] NIH dataset. https://nihcc.app.box.com/v/ChestXray-NIHCC”. [38] Kaggle chest-xray dataset. https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia”. [39] SIRM COVID19 dataset. Kaggle is the world's largest data science community with powerful tools and resources to help you achieve your data science goals.

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