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BroaderImpact / CAG.md
Created June 29, 2023 19:04
Nonprofit member engagement data schematic

The work below was performed as Engagement Data and CRM Tagging Strategist for Caring Across Generations. Deliverables included meetings and communication, organization-wide supporter journey creation, taxonomy development, dashboard creation, and reporting.

On a weekly basis, 1:1s occurred with Senior Digital Director, and monthly with digital team, to update progress on the organization-wide supporter journey creation. The Figma diagram below outlines the supporter journey for activists, fellows, and leaders.

Next, KPI and metric mapping occurred in collaboration with the Digital Team. A survey was conducted to gauge staff and stakeholder priorities, from which were generated campaign codes, activist codes, cost centers, and tags in EveryAction CRM. Prior to exploratory data analysis, member lists were cleaned. Data was then reconciled across Salesforce, Classy, and EveryAction CRMs.

This consultancy also involved the training and guidance around use of EveryAction. A manual was created for staff, with

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BroaderImpact / getcensus.ipynb
Last active April 26, 2023 18:08
Data modeling best practices for omnichannel marketing campaigns using dbt, Snowflake, and Census
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BroaderImpact / PKPD.R
Last active March 19, 2023 21:38
Pipeline for Pharmacokinetics/Pharmacodynamics in R
# Pharmacokinetics
# load necessary packages
library(dplyr)
library(nlme)
library(plotly)
# read in data
data <- read.csv("drug_trial_data.csv")
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BroaderImpact / Rnaseq.ipynb
Created February 19, 2023 17:43
RNASeq Pipeline in R
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BroaderImpact / pipeline.py
Created February 18, 2023 21:33
GCP Data Pipeline
# Import the required libraries
import subprocess
import os
# Set the GCS bucket and BigQuery dataset and table names
BUCKET_NAME = "my-bucket"
DATASET_NAME = "my-dataset"
TABLE_NAME = "my-table"
# Set the names for local files
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BroaderImpact / lipid.ipynb
Last active February 19, 2023 19:04
Lipidomic Analysis Workflow Using LipidR
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BroaderImpact / iic.md
Last active February 18, 2023 17:52
Assembling Geospatial Data for Interactive Map of Organizations

Assembling Geospatial Data for Interactive Map of Organizations

Coordinating the work of a coalition is difficult on a local level. The problem is further compounded for statewide and national coordination. The need for clear, concise visualization of organizations committed to the cause of IIC was presented by a member organization.

import folium

# Create a map object
map = folium.Map(location=[37.0902, -95.7129], zoom_start=4)
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BroaderImpact / EDA.md
Last active February 18, 2023 17:35
Exploratory Data Analysis

GitHub contributors GitHub issues GitHub Packagist Stars GitHub code size in bytes

Exploratory Data Analysis

Automated python script for running preliminary exploratory data analysis on csv input.

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BroaderImpact / README.md
Last active February 18, 2023 16:49
ML Model Selection

GitHub contributors GitHub issues GitHub Packagist Stars

ml-model-selection

Easy python script for determining which machine learning model to use.

Installation

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BroaderImpact / sample.ipynb
Last active February 16, 2023 23:02
NDWA sample
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