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cainvelasquez's Projects

real_time_datamining_software icon real_time_datamining_software

携程/榛果民宿实时评论挖掘软件,包含数据的实时采集/数据清洗/结构化保存/ UGC 数据主题提取/情感分析/后结构化可视化等技术的综合性演示 Demo。基于在线民宿 UGC 数据的意见挖掘项目,包含数据挖掘和 NLP 相关的处理,负责数据采集、主题抽取、情感分析等任务。主要克服用户打分和评论不一致,实时对携程和美团在线民宿的满意度进行评测以及对额外数据进行可视化的综合性工具,多维度的对在线 UGC 进行数据挖掘并可视化,demo 视频演示见链接。

sfd icon sfd

Space Flight Dynamics

simrdwn icon simrdwn

Rapid satellite imagery object detection

stkcodeexamples icon stkcodeexamples

Example scripts and applications for automating and developing with STK and STK Engine.

syncplay icon syncplay

Client/server to synchronize media playback on mpv/VLC/MPC-HC/MPC-BE on many computers

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensorflow-zh icon tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

tlcl icon tlcl

《快乐的 Linux 命令行》

ugc-analysis icon ugc-analysis

本软件包括对于百度外卖平台的原始评论采集、评论情感计算并分类展示、以及对于用户打分、服务评分等结构化数据进行可视化三个主要功能模块。本软件的主要技术特征在于改造和使用了网络爬虫,来为本软件提供实时数据采集的能力,并将评论情感极性分析和用户打分相结合,在首先考虑用户打分的情况下,再对用户评论进行情感极性分析,通过两者综合考虑,即可解决由于部分用户打分和具体评论情感不一致的问题,增加了平台对于 UGC(User Generated Content)展示的质量,最后对用户打分的结构化数据进行统计和可视化分析,对用户评论信息和售卖情况更加直观的展示。

virgilio icon virgilio

Your new Mentor for Data Science E-Learning.

weui icon weui

A UI library by WeChat official design team, includes the most useful widgets/modules in mobile web applications.

zhihu_bigdata icon zhihu_bigdata

使用scrapy和pandas完成对知乎300w用户的数据分析。首先使用scrapy爬取知乎网的300w,用户资料,最后使用pandas对数据进行过滤,找出想要的知乎大牛,并用图表的形式可视化。

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