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DRAFT: 285 rfm model#422

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c-simpson merged 39 commits intomasterCodeForPhilly/paws-data-pipeline:masterfrom

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Oct 3, 2021

Commits

Commits on Jul 15, 2021

• Creating a number of functions and documentation for RFM model.

  

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• Creating functions and documentation for RFM model

  

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Commits on Jul 16, 2021

• Creating new funcs for RFM analysis. Main script is 'donations_rfm.py'

  

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Commits on Jul 17, 2021

• Adding donations,recency bins, and recency score function changes

  

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Commits on Jul 18, 2021

• Adding amounts bin function and editing frequency bin func. Finished bins func and writes txt file with bins, needs testing

  

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Commits on Jul 20, 2021

• Adding further documentation on the RFM process notebook. Removing all LLCs from RFM score analysis based on recommendations

  

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Commits on Jul 23, 2021

• Adding edge dicts func which creates a dictionary for each edge and label list @c-simpsom

  

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• Adding doc strings to edges_dicts

  

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Commits on Jul 25, 2021

• adding create score func and edits to edges_dicts funct

  

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Commits on Jul 26, 2021

• creating one single function call file and a single create scores function which pulls data from tables and creates scores based on tabeled bins

  

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Commits on Aug 2, 2021

• Pulling edges from database using read_rfm_edges

  

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• committing syntax error for read_rfm_edges import statement.

  

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Commits on Aug 3, 2021

• Adding pull_donations_for_rfm to create_scores function to pull in list of tuples for cleaned and matched data

  

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Commits on Aug 4, 2021

• Appending max score to bins so we don't lose anyone when creating scores

  

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Commits on Aug 6, 2021

• running it locally

  

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Commits on Aug 10, 2021

• Ready for integration

  

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• removed a mistake adding secrets folder

  

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• Moving from playground folder to server/rfm folder

  

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Commits on Aug 16, 2021

• Deleted html, amount_bins, edges_dicts docs. added .md doc for run info. Edges_dicts moved into rfm_functions.py. Updated requirements.txt to import modules necessary to run funcs. Data is uploaded…

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• populate donation data in dataframe

  

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• Merge branch 'master' into 285-rfm-model

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• Moved rfm_funcs up a level

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• Tweaks for create_scores

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Commits on Aug 17, 2021

• Reverting error I made in removing values()

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• Delete kustomization.yaml

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Commits on Aug 18, 2021

• Merge remote-tracking branch 'origin' into 285-rfm-model

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• Restore COMMIT in populate_rfm_mapping

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• Merge branch '285-rfm-model' of github.com:CodeForPhilly/paws-data-pipeline into 285-rfm-model

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• Changed _id to matching_id in recency

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Commits on Aug 23, 2021

• changes to create_scores, removing opp_id and adding placeholder variable/renaming var lines 85- 90. date_difference calculation now uses max close donation date instead of query date.

  

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Commits on Aug 24, 2021

• Cleaning up RFM create_scores.py admin_api.py: Removing server

  

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• Fixed response for API endpoint

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• Fixed typo

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Commits on Aug 31, 2021

• Test script which creates mock data

  

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• Merge branch '285-rfm-model' of https://github.com/CodeForPhilly/paws-data-pipeline into 285-rfm-model

  

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Commits on Sep 16, 2021

• Ensure recency last post greater than exisitng

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• Improving robustness of recency score creation. @c-simpson and I worked out a bug which was appending improper max values. Now it is robust to max values which are either max for data if it is belo…

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• server/rfm_funcs/create_scores.py

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Commits on Oct 3, 2021

• Merge branch 'master' into 285-rfm-model

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