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Exploring public Chicago crimes data set in Python

Home Page: https://www.linkedin.com/pulse/chicago-crimes-2017-taras-novak/

License: Apache License 2.0

Jupyter Notebook 76.00% Python 0.07% HTML 22.31% JavaScript 1.61%
chicago-crime crime-data python

chicagocrimes's Introduction

Hi there ๐Ÿ‘‹

Our name is Taras Novak. Random Fractals Inc. is our indy projects umbrella โ˜‚๏ธ org.

We make data notebooks ๐Ÿ“š, data viz ๐Ÿ“ˆ and geo data ๐Ÿ—บ๏ธ dev tools ๐Ÿ› ๏ธ for kids ๐Ÿง’๐Ÿ‘ง, devs ๐Ÿ‘จโ€๐Ÿ’ป๐Ÿ‘ฉโ€๐Ÿ’ป, data scientists ๐Ÿง‘โ€๐Ÿ”ฌ๐Ÿ‘ฉโ€๐Ÿ”ฌ and world ๐ŸŒ peace โ˜ฎ๏ธ! โœŒ๏ธ

Our published Data Tools ๐Ÿ› ๏ธ in VS Code Marketplace:

๐Ÿ“ฅ https://marketplace.visualstudio.com/publishers/RandomFractalsInc

New Pro Data Tools ๐Ÿ”ฌ for our Pro sponsors ๐Ÿ’– on GitHub:

๐Ÿง™โ€โ™‚๏ธ https://randomfractals.github.io/pro-data-tools


๐Ÿ”— https://www.linkedin.com/in/tarasnovak
๐Ÿ˜ http://vis.social/@dataSamurai
๐Ÿ“š https://observablehq.com/@randomfractals

โœจโœจโœจ the data tools repositories you like or use below ๐Ÿ™

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chicagocrimes's Issues

Problems about cannot deleteing row due to the new Dask version

Hello,

This is my first time using Github Issues and I am a beginniner, so sorry for my bad formate.

Thanks for your code. I am using it to do some analysis for 2020 Chicago data , so I am using the new version Libraies.

For the crime-polt notebook, I found a problem that

RCTNSU~@5O)_)$QHK{95M

It is supposed to filter all the rows with their PrimaryType doesn't belong to any of above 5 kinds.

For the next section, I change your pd.TimeGrouper('M') to pd.grouper(freq='M') as the previous one is no longer support in the current Libray.(I only changed this place)

image

But here comes the problem, it seems the row selection doesn't work in the end. You can see those PrimaryType which are supposed to be delete from the df still exist and got count.

JNB5@KP0~ 93~9(HE {S$1S

And they make the graph plot a mess.

TC(@NG2@S$TQW)BNK{9{R

If this don't bother you ,can you kindly give some advice on how to delete them? Because I only did one change on your code, and the whole result become a mess, which is very sad.

best regrads

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