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data_cleaning's Introduction

Act_Report

  1. 整理后数据共计1994条记录,时间范围为2015年11月-2017年0月,其中主要集中在2015年11,12月;

  • 评分的分母(rating_denominator)均为10,评分的分子(rating_numerator)大多略大于10,平均分为10.92,可见作者总体对狗狗评分较高;
  • 大部分记录中只有一张照片,最高有4张照片;
  • 平均转发数为2787,平均点赞数为9295;
  • 数量排名前五位的狗狗名字分别是:'Charlie', 'Cooper', 'Oliver', 'Tucker', 'Lucy';
  • 在所有的1477条记录中,狗狗品种共有111 种,其中排名前10位的狗狗品种 ['golden_retriever', 'Labrador_retriever', 'Pembroke', 'Chihuahua', 'pug', 'chow', 'Samoyed', 'Pomeranian', 'toy_poodle', 'malamute'] 的数量占狗狗总数量的43.0%;
  • 评分最高的前10位的狗狗品种分别是:'clumber', 'soft-coated_wheaten_terrier', 'West_Highland_white_terrier','Great_Pyrenees', 'borzoi', 'Labrador_retriever', 'Siberian_husky','golden_retriever', 'Pomeranian', 'Saluki';
  • 作者平均评分最高的一只狗狗品种是Saluki;
  • retweet_count和favorite_count呈现正相关性;

  • 转发数和评分的相关性不大.

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