Statistics Helper

We often encounter problems related to statistics in our daily life. This app solves statistics problems and also provides their solution. It visualizes the data by plots and tables.

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Inspiration

Statistics is very useful in our daily life. If we use it properly we can figure out remarkable outcomes and conclusions. There are apps and websites which solves statistics problems but very very few of them provide solution of how it's done under the hood. So, I wanted to create a statistics calculator which is very user friendly, easy to use and also provides solution which will benefit students and individuals.

What it does

This app is a statistics calculator which is able to solve most of the statistics problems. It takes any form of data whether it is ungrouped or grouped and is able to calculate mean, median, mode etc. It can compute all types of mean for ungrouped data. It also provides you with the solution which is very helpful to students studying statistics and individuals. It visualizes through plots and tables. This app makes it easier for user to deal with statistics. User can also provide the data through .csv or .xlsx files which is great if the data is huge.

How we built it

For this app I used a lot of maths formulas. Many python libraries like pandas, statistics, matplotlib, numpy, math etc. helped a lot in making this app. I referenced my maths book for formulas.

Challenges we ran into

First problem was how to work with tabular data and for this purpose I used the pandas python library. Main problem was how to provide the solution for the results. It was literally the hardest part to implement.

Accomplishments that we're proud of

I made an app that will not only provide answers but also solutions for statistical problems. It provides tables, solution, explanation, graphs etc.

What we learned

I learned pandas to make this app. I used many skills in this one project alone like graphing, working with files, working with data, working with tables etc. I used a lot of statistics formulas. I'm sure that I will top my statistics exam in my school ;)

What's next for Statistics

I will add more features to this app and make sure that the explanation is easy to understand. Statistics is a very huge subject. It's very hard to cover it all in a single app in 7 days. I've covered most of it's main parts but it's not over yet. I'm looking forward to add those statistics features to this app.

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