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163K Followers, 269 Following, 117 Posts - Felipe Alves (@goleirofelipealvesoficial) on Instagram: "⚽️ @fluminensefc 💼 @kahsports 🎙@futpress 🧤@ngasoccerbrasil 👨👩👦👦 @eujaquelinemacedo"
Nov 29, 2023 · Um agente da Força Nacional foi assassinado na madrugada desta quarta-feira (29) no Rio de Janeiro. O soldado Edmar Felipe Alves dos Santos estava de folga em casa e saiu quando ouviu tiros. Ele ...
- Requesting and Downloading Your Personal Dataset
- Problem Definition: First Things, First!
- Data Discovery
- Data Preparation
- Data Cleansing: Categorical Features
- Data Transformation: Handling Dates
- Feature Engineering: Creating New Features
- Data Analysis & Storytelling: It’S Show Time!
- A. How Many Trips Have I Done Over The years?
- B. How Many Trips Were Completed Or Canceled?
Uber’s data download feature provides you with in-depth information about your rides. You can request access to your data through the following link: https://myprivacy.uber.com/privacy/exploreyourdata/download After your request is done, an email with the download link will be sent to you (usually on the same day). For security purposes, your data ...
Before starting manipulating and analyzing data, the first thing you should do is to think about the purpose. What I mean is that you should think about the reasons why you are up to conducting such analysis. If you are uncertain about this, simply start formulating questions regarding your subject like What? When? Where? Who? Which? How? How many?...
Importing libraries and dataset. Checking basic dataset information (data types and dimensions) .rename( ) method allows you to rename axis labels (indexes and columns). In this case, I decided to normalize column names to clean up coding, since I could later call columns easily typing . Use .head( )method to gain more sensibili...
I decided to remove the column fare_currency, since all my trips happened inside a single country (Brazil). Now let’s check the existence of missing values. Despite empty Lng and Lat values (29 total), there were found 3 records without product_type. As shown below, these records are insignificant to my dataset, since practically no columns are ful...
While analyzing the first categorical column , I could clearly see that some work was necessary since I could find different values referring to the same category. Then, I summarized 15 original categories in 5 ones. As the scope of this analysis is only around Uber rides, I removed UberEATSrecords from my dataset. Our second categori...
Dates usually increase a lot your power of analysis, since you can break it down into different parts and generate insights from different perspectives. As previously shown, our date features are in fact object data types, so we need to convert them into datetime format. Now, let’s break down feature into different date parts. I just...
Based on and features I've created a new feature called , which would help us understand how much is paid by kilometer ridden. Delta time between and will let us know how much time (in minutes) I usually waited for Uber cars to arrive at my destination. In this case, it was calcu...
RECOMMENDATION:Do not start your analysis without completing the Business Problem Definition, since it determines your analysis’ focus and quality. Besides that, this process will help you to think about new possibilities/questions while trying to answer the previous ones set. NOTE: In order to organize better my analysis, I will create an addition...
A total of 444 trips were completed from Apr’16 to Jan’21. If we disregard 2016 and 2021 (not full years), we can clearly see that from 2017 to 2019 the average number of rides per year is 124, and that there is a huge drop from 2019 to 2020 (-51%). This is easily explained by the COVID outbreak. Now, imagine if we extrapolate this result to all Ub...
Looking at the stacked bars below, we can see that excluding 2015 and 2021 (due to low trip volume), 2020 has the highest cancelation rate. This could be an alarming indicator, considering the drastic impact caused to the businesses after the Covid outbreak. Overall, the cancelation rate was 17.9%(considering RIDERS and DRIVERS cancelations).
Nov 29, 2023 · Edmar Felipe Alves dos Santos, de 36 anos, entrou para a corporação em 2020 e estava no Rio desde outubro, quando a Força de Nacional veio reforçar as ações de combate a violência. O crime ocorreu na Rua Mario Barbedo, no bairro de Vila Valqueire, após uma briga, pouco depois das 21h30. Santos estava de folga.
Feb 16, 2021 · Read writing from Felipe Alves Santos on Medium. Data lover passionate by solving different kind of problems through data manipulation and analysis. My intent here is to have some fun and...
