Communicate Data Findings
Project 5 - Udacity Data Analyst Nanodegree
Data visualization is an important skill that is used in many parts of the data analysis process.
Exploratory data visualization generally occurs during and after the data wrangling process, and is the main method that you will use to understand the patterns and relationships present in your data. This understanding will help you approach any statistical analyses and will help you build conclusions and findings. This process might also illuminate additional data cleaning tasks to be performed.
Overview FordGoBike System Data is used The FordGoBikeSystem dataset includes information about individual rides made in a bike-sharing system covering the greater San Francisco Bay area. in 2017.
There are fordgobike trips in the dataset with 16 specifications duration_sec, start_time, end_time, start_station_id, start_station_name, start_station_latitude, start_station_longitude, end_station_id, end_station_name, end_station_latitude ,end_station_longitude, bike_id, user_type, member_birth_year, member_gender, bike_share_for_all_trip. Out of 16 specifications 9 are numerical, 2 are datetime, 4 are object type and 1 is boolean type. (Kaggle)
Project Details:
- Dataset : https://www.fordgobike.com/system-data
- Exploring Data
- Document the Story
- Communicating the Story
Explanatory data visualization techniques are used after generating your findings, and are used to help communicate your results to others. Understanding design considerations will make sure that your message is clear and effective. In addition to being a good producer of visualizations, going through this project will also help you be a good consumer of visualizations that are presented to you by others.
Summary And Insights: it Appears that males have the dominant ratio of the Members Gender for the users of the Bike Sharing System people who are 33 years old are using the system more than any one else! Subscribers are the most users of the system! Most users are registering on the system between 8 AM and 5 PM, Who is using the system by then? Thursday is the most day that the system starts its work at! The Visualization shows that most member are using the system from 0 to 200 minutes more than else! Subscribers are using the system in a wide manner. i Think most of them made the subscribtion in order to use it going to work! Males are using the system more widely. Saturdays and Sundays have the longest duration! Females are Taking Longer Trips than males and others! it seems like Thursday and Tuesday has the most time of usage for subscribers! it seems like Thursday and Friday has the most time of usage for Customers, may be using for touring or having fun! males are using the system more in Thursday and Tuesday. males are using the system more in Thursday and Tuesday. Others are using the system more in Thursday. Subscribers use the system more between 17-8, and also customers.# Communicate-Data-Findings