文件名称:dataquest-guided-projects-solutions:我的dataquest项目解决方案
文件大小:13.54MB
文件格式:ZIP
更新时间:2024-02-25 01:12:34
scikit-learn jupyter-notebook pandas python3 data-analysis
Dataquest指导的项目 该存储库是Dataquest.io中我的项目的集合。 以下项目将为我本人和其他感兴趣的人提供参考。 这些项目包含许多评论,这些评论显示了我的思考过程以及我个人从每个项目中学到的知识。 项目1: 探索的概念:列表,字典,函数,循环 使用的函数,方法和属性:.read(),open()、. split()、. append(),int() 项目2: 探索的概念:列表理解,日期时间模块,CSV模块 使用的函数,方法和属性:csv.reader()、. items(),list(),datetime.datetime() 项目3: 探索的概念:熊猫,函数,布尔过滤 使用
【文件预览】:
dataquest-guided-projects-solutions-master
----Review Project_ Working with Spark Dataframes and Spark SQL in Jupyter()
--------.ipynb_checkpoints()
--------census_2010.json(8KB)
--------census_2000.json(8KB)
--------census_1980.json(8KB)
--------census_1990.json(8KB)
--------Review Project_ Working with Spark Dataframes and Spark SQL in Jupyter.ipynb(26KB)
----Guided Project_ Working with Data Downloads()
--------README.MD(1KB)
--------read.py(99B)
--------enrollment.py(844B)
--------findings.txt(724B)
--------CRDC2013_14.csv(4.72MB)
--------CRDC_documentation_csv.txt(3KB)
--------CRDC_usage_agreement.txt(1KB)
--------exploration.py(578B)
--------CRDC2013_14content.csv(221KB)
----Guided Project_ Analyzing CIA Factbook Data Using SQLite and Python()
--------README.MD(1B)
--------.ipynb_checkpoints()
--------factbook.db(35KB)
--------Guided Project_ Analyzing CIA Factbook Data Using SQLite and Python.ipynb(57KB)
----Guided Project_ Visualizing Earnings Based On College Majors()
--------README.MD(1B)
--------.ipynb_checkpoints()
--------recent-grads.csv(26KB)
--------Guided Project_ Visualizing Earnings Based On College Majors.ipynb(442KB)
----Guided Project_ Transforming data with Python()
--------README.MD(961B)
--------read.py(195B)
--------domains.py(302B)
--------times.py(457B)
--------count.py(310B)
--------hn_stories.csv(832KB)
----Guided Project_ Winning Jeopardy()
--------README.MD(1B)
--------.ipynb_checkpoints()
--------jeopardy.csv(3.06MB)
--------Guided Project_ Winning Jeopardy.ipynb(23KB)
----Guided Project_ Creating relations in SQLite()
--------README.MD(1B)
--------.ipynb_checkpoints()
--------nominations.db(48KB)
--------Guided Project_ Creating relations in SQLite.ipynb(17KB)
--------nominations.db-journal(21KB)
----Guided Project_ Predicting House Sale Prices()
--------.ipynb_checkpoints()
--------AmesHousing.tsv(938KB)
--------Guided Project_ Predicting House Sale Prices.ipynb(151KB)
----Guided Project_ Star Wars Survey()
--------star_wars.csv(522KB)
--------README.MD(1B)
--------.ipynb_checkpoints()
--------Guided Project_ Star Wars Survey.ipynb(102KB)
----Guided Project_ Predicting Bike Rentals()
--------Guided Project_ Predicting Bike Rentals.ipynb(43KB)
--------bike_rental_hour.csv(1.09MB)
----README.md(10KB)
----Guided Project_ Investigating Airplane Accidents()
--------read.py(4KB)
--------AviationData.txt(20.92MB)
----Guided Project_ Predicting the Stock Market()
--------sphist.csv(1.17MB)
--------predict.py(2KB)
----Guided Project_ Predicting Car Prices()
--------Guided Project_ Predicting Car Prices.ipynb(190KB)
--------.ipynb_checkpoints()
--------imports-85.data(25KB)
----Guided Project_ Exploring Gun Deaths in the US()
--------README.MD(1B)
--------census.csv(438B)
--------guns.csv(6.01MB)
--------Guided Project_ Exploring Gun Deaths in the US.ipynb(15KB)
----Guided Project_ Analyzing Thanksgiving Dinner()
--------README.MD(1B)
--------.ipynb_checkpoints()
--------Guided Project_ Analyzing Thanksgiving Dinner.ipynb(41KB)
--------thanksgiving.csv(376KB)
----Guided Project_ Preparing data for SQLite()
--------README.MD(1B)
--------.ipynb_checkpoints()
--------nominations.db(24KB)
--------Guided Project_ Preparing data for SQLite.ipynb(47KB)
--------academy_awards.csv(1.03MB)
----Guided Project_ Analyzing NYC High School Data()
--------README.MD(1B)
--------sat_results.csv(28KB)
--------.ipynb_checkpoints()
--------survey_d75.txt(285KB)
--------hs_directory.csv(1.24MB)
--------survey_all.txt(8.04MB)
--------graduation.csv(3.18MB)
--------class_size.csv(2.39MB)
--------demographics.csv(1.51MB)
--------ap_2010.csv(11KB)
--------Guided Project_ Analyzing NYC High School Data.ipynb(213KB)
----Guided Project_ Explore U.S. Births()
--------US_births_1994-2003_CDC_NCHS.csv(63KB)
--------README.MD(1B)
--------.ipynb_checkpoints()
--------Guided Project_ Explore U.S. Births.ipynb(12KB)
--------US_births_2000-2014_SSA.csv(94KB)
----Guided Project_ Visualizing The Gender Gap In College Degrees()
--------.ipynb_checkpoints()
--------percent-bachelors-degrees-women-usa.csv(6KB)
--------Guided Project_ Visualizing The Gender Gap In College Degrees.ipynb(158KB)
--------gender_degrees.png(121KB)
----Guided Project_ Analyzing Movie Reviews()
--------README.MD(1B)
--------.ipynb_checkpoints()
--------Guided Project_ Analyzing Movie Reviews.ipynb(69KB)
--------fandango_score_comparison.csv(15KB)
----Review Project_ Working with Spark in Jupyter Notebook()
--------.ipynb_checkpoints()
--------hamlet.txt(256KB)
--------Review Project_ Working with Spark in Jupyter Notebook.ipynb(11KB)