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A python script to automate the input of financial data from my bank account into the Elastic Stack

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ElasticStar

This is a project I created to better visualise my bank transaction data. I'm using both the Elastic Stack and Google Sheets to accomplish this. Take a look at the "Documentation" folder for a deeper dive into the project or the "images" folder to see the results for yourself.

The idea is to be able to interact with my bank transaction data in a way that is more meaningful to me. I want to be able to do that in a visual way and also be able to get exact figures when I need them. I've created a dashboard using Kibana and a Google Sheet to help me do that.

There's a detailed Project Report in the "Documentation" folder along with a writeup for my AirBnb transactions dashboard. The "Issues" tab has a list of tasks left for me to do before I can call this project a wrap. There are instructions for forking the project in the "Documentation" folder if you want to make your own version (see below).

Business Dashboard

business-dashboard-05.png

Transport costs (2018 - 2024)

This was useful for deciding to switch to a car club instead of owning a car. I've switched now, in a year's time I'll take a look at the data again. The spikes in the graph show insurance, services and repairs. Looking at this I expect the car club costs to be lower for the number of trips I make.

transport costs.png

Spreadsheet output example

Transaction feed

Currency Amount Source Currency Source Amount Direction Transaction Time Source Status Counter Party Type Counter Party Name Reference Country Spending Category Has Attachment Has Receipt
GBP 0.01 GBP 0.01 IN 2018-11-12T20:33:21.000Z FASTER_PAYMENTS_IN SETTLED SENDER PAYPAL CODE 4269 PAYPAL CODE 4269 GB INCOME FALSE FALSE
GBP 8.49 GBP 8.49 OUT 2018-11-14T12:33:57.685Z MASTER_CARD SETTLED MERCHANT Pizza Hut 228 PIZZA HUT 228 LONDON GBR GB EATING_OUT FALSE FALSE
GBP 1 GBP 1 OUT 2018-11-15T20:53:57.620Z MASTER_CARD SETTLED MERCHANT Morrisons W M MORRISONS PLC LONDON GBR GB GROCERIES FALSE FALSE
GBP 6.8 GBP 6.8 OUT 2018-11-15T07:26:57.992Z MASTER_CARD SETTLED MERCHANT TfL TfL Travel Charge TFL.gov.uk/CP GBR GB TRANSPORT FALSE FALSE
GBP 9 GBP 9 OUT 2018-11-16T12:21:43.580Z MASTER_CARD SETTLED MERCHANT Old Chang Kee OLD CHANG KEE LONDON WC2N GBR GB EATING_OUT FALSE FALSE
GBP 6.8 GBP 6.8 OUT 2018-11-19T06:44:06.740Z MASTER_CARD SETTLED MERCHANT TfL TFL TRAVEL CH\VICTORIA STREET\TFL.GOV.UK/CP\SW1H 0TL GBR GB TRANSPORT FALSE FALSE
GBP 0.75 GBP 0.75 OUT 2018-11-19T17:16:15.271Z MASTER_CARD SETTLED MERCHANT Sainsburys Stratford SAINSBURYS SACAT 0002 STRATFORD GBR GB GROCERIES FALSE FALSE
GBP 6.8 GBP 6.8 OUT 2018-11-20T03:47:08.686Z MASTER_CARD SETTLED MERCHANT TfL TfL Travel Charge TFL.gov.uk/CP GBR GB TRANSPORT FALSE FALSE
GBP 6.8 GBP 6.8 OUT 2018-11-22T12:06:57.222Z MASTER_CARD SETTLED MERCHANT TfL TFL TRAVEL CH\VICTORIA STREET\TFL.GOV.UK/CP\SW1H 0TL GBR GB TRANSPORT FALSE FALSE
GBP 7.47 GBP 7.47 OUT 2018-11-21T12:11:42.939Z MASTER_CARD SETTLED MERCHANT McDonald's MCDONALDS LONDON GBR GB EATING_OUT FALSE FALSE
GBP 1.4 GBP 1.4 OUT 2018-11-22T12:55:34.998Z MASTER_CARD SETTLED MERCHANT Co-op Food CO-OP GROUP FOOD RETAI FOREST GATE GBR GB GROCERIES FALSE FALSE
GBP 11.82 GBP 11.82 OUT 2018-11-22T16:08:09.252Z MASTER_CARD SETTLED MERCHANT Kfc - Forest Gate KFC - FOREST GATE LONDON GBR GB EATING_OUT FALSE FALSE
GBP 12.95 GBP 12.95 OUT 2018-11-23T12:12:51.798Z MASTER_CARD SETTLED MERCHANT Nandos Covent Garden NANDOS COVENT GARDEN LONDON GBR GB EATING_OUT FALSE FALSE
GBP 5.3 GBP 5.3 OUT 2018-11-26T06:55:11.603Z MASTER_CARD SETTLED MERCHANT TfL TFL TRAVEL CH\VICTORIA STREET\TFL.GOV.UK/CP\SW1H 0TL GBR GB TRANSPORT FALSE FALSE
GBP 5.7 GBP 5.7 OUT 2018-11-23T21:20:21.256Z MASTER_CARD SETTLED MERCHANT White Lion Antiques WHITE LION LONDON GBR GB SHOPPING FALSE FALSE
GBP 5.15 GBP 5.15 OUT 2018-11-23T21:44:04.550Z MASTER_CARD SETTLED MERCHANT White Lion Antiques WHITE LION LONDON GBR GB SHOPPING FALSE FALSE
GBP 9.5 GBP 9.5 OUT 2018-11-23T22:29:55.185Z MASTER_CARD SETTLED MERCHANT White Lion Antiques WHITE LION LONDON GBR GB SHOPPING FALSE FALSE
GBP 1.5 GBP 1.5 OUT 2018-11-26T02:38:05.046Z MASTER_CARD SETTLED MERCHANT TfL TfL Travel Charge TFL.gov.uk/CP GBR GB TRANSPORT FALSE FALSE

Savings spaces

Space Target Currency Target Total Saved Currency Total Saved Saved Percentage State
Pennies to Pounds GBP 500 GBP 296.5 59 ACTIVE
Life GBP 5000 GBP 0 0 ACTIVE

Make your own

I wanted to have this be a website where you could press a button and make your own deployment. However, access to any kind of banking data is heavily regulated (for good reason) and going through that process would be a lot for this small application. You can still make your own version of this, but it isn't as simple as clicking a button. I've written a (forking-instructions.md) guide which will help you through the process. If you have any issues with it please raise an issue, and I'll take a look.

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