hackforla / data-science

The Hack For LA Data Science team is a Community of Practice within the LA brigade seeking to make analytical and machine learning services available to local communities and organizations.
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Recruit volunteers for team open roles #204

Open akhaleghi opened 5 months ago

akhaleghi commented 5 months ago

Dependency

Overview

We need volunteer(s) to work on the open issues we have so that we can move the project forward.

Action Items

Creating a new role post

Marketing the new role post

Once Filled

Resources/Instructions

ExperimentsInHonesty commented 5 months ago

Post from previous UI/UX Research open roles board, Filled column

Post 1

copy code ``` **UI/UX Researcher**: UI/UX Researcher **Project Name**: SEIE Survey **Volunteer Opportunity**: Find themes on a large survey of free text columns and develop a tangible final product (slides, document, etc). Create word clouds, find themes and capture information relevant to subsets based on council region. Create a presentation to show data to neighborhood council members. **Duration**: 1-2 months **Who to communicate your interest to** - Slack channel link: #access-the-data - Slack name of person to contact in the channel: Sarah Nabelsi **Learn More**: Join #access-the-data meeting Wednesday at 5pm to learn more. Filled: Justin and Solee ```
viewable code **UI/UX Researcher**: UI/UX Researcher **Project Name**: SEIE Survey **Volunteer Opportunity**: Find themes on a large survey of free text columns and develop a tangible final product (slides, document, etc). Create word clouds, find themes and capture information relevant to subsets based on council region. Create a presentation to show data to neighborhood council members. **Duration**: 1-2 months **Who to communicate your interest to** - Slack channel link: #access-the-data - Slack name of person to contact in the channel: Sarah Nabelsi **Learn More**: Join #access-the-data meeting Wednesday at 5pm to learn more. Filled: Justin and Solee

Post 2

copy code ``` Project Name: California Grants Portal Duration: 2-4 Weeks Volunteer Opportunity: We are looking to build a web product for librarians. The UI/UX Researcher shall draft a detailed research plan (based on initial conversations with librarians) to present to the stakeholders at California State Library. Who to communicate your interest to : Slack Name : Mihika Sahani ```
viewable code Project Name: California Grants Portal Duration: 2-4 Weeks Volunteer Opportunity: We are looking to build a web product for librarians. The UI/UX Researcher shall draft a detailed research plan (based on initial conversations with librarians) to present to the stakeholders at California State Library. Who to communicate your interest to : Slack Name : Mihika Sahani
ExperimentsInHonesty commented 5 months ago

Post from previous UI/UX Design open roles board, Filled column

copy code ``` **Project Name**: SEIE **Volunteer Opportunity**: We are looking for a UI designer to help us build a map visualization for a project that is near complete. This is one of the final elements needed. We want to create a few icons to represent different social themes (mental health, housing, police, education, etc) and overlay them on a map of LA with neighborhood boundaries. **Duration**: 2 weeks **Who to communicate your interest to** - Slack channel link: #seie - Slack name of person to contact in the channel: snabelsi [Read more about the project](https://docs.google.com/document/d/13TVGgBeNxRKLfq64E1KdJ8RlkZiIFhp_xrj1pw-gmpI/edit#) filled: @randyrios ```
viewable code **Project Name**: SEIE **Volunteer Opportunity**: We are looking for a UI designer to help us build a map visualization for a project that is near complete. This is one of the final elements needed. We want to create a few icons to represent different social themes (mental health, housing, police, education, etc) and overlay them on a map of LA with neighborhood boundaries. **Duration**: 2 weeks **Who to communicate your interest to** - Slack channel link: #seie - Slack name of person to contact in the channel: snabelsi [Read more about the project](https://docs.google.com/document/d/13TVGgBeNxRKLfq64E1KdJ8RlkZiIFhp_xrj1pw-gmpI/edit#) filled: @randyrios
ExperimentsInHonesty commented 2 months ago

Post from previous Data Science open roles board, Filled column

Post 1: Data Scientist - LA Alliance for a New Economy, Housing Project

copy code ``` **Data Scientist** **Project Name:** LA Alliance for a New Economy, Housing Project **Volunteer Opportunity:** Assist local nonprofit by joining several datasets that rely on physical street address as a primary identifier. After joining these data sets together, display on a map localized by approximate region the density of AirBnB rental properties in relation to properties cited for complaints in order to identify potential "party houses" that may not be in compliance with local ordinances. **Duration:** 4-6 weeks **Who to communicate your interest to** - Slack name of person to contact in the channel: Sophia Alice or Ryan Swan or post in [#data-science] **Primary Stakeholder:** [LAANE](https://laane.org/about-laane/) **Currently Staffed**: @albertulysses ```
viewable code **Data Scientist** **Project Name:** LA Alliance for a New Economy, Housing Project **Volunteer Opportunity:** Assist local nonprofit by joining several datasets that rely on physical street address as a primary identifier. After joining these data sets together, display on a map localized by approximate region the density of AirBnB rental properties in relation to properties cited for complaints in order to identify potential "party houses" that may not be in compliance with local ordinances. **Duration:** 4-6 weeks **Who to communicate your interest to** - Slack name of person to contact in the channel: Sophia Alice or Ryan Swan or post in [#data-science] **Primary Stakeholder:** [LAANE](https://laane.org/about-laane/) **Currently Staffed**: @albertulysses

Post 2: Data Analyst - The MERL Center

copy code ``` ![image](https://github.com/MERLTech/MERL-Center-public/assets/75643389/81132611-3425-423e-b59f-54fa23e1cd01) **Project Name:** The MERL Center **About the Project:** The MERL Center is a Monitoring, Evaluation, Research and Learning open source community under Civic Tech Structure. **Volunteer Opportunity:** We are looking for a Data Analyst to help us create visualizations from data collected by members using various methods for articles to be published on the official MERL Center website. **Duration:** Min 2 weeks to ongoing **Schedule:** No regular meetings. Schedule 30 min appointments as needed between 7am-11am, M-Th **Who to communicate your interest to:** Rabia Shaikh on Slack **Resources:** [Example of a MERL Center article with visuals](https://merlcenter.org/caseStudies/oss-usage-east-africa/) ```
viewable code ![image](https://github.com/MERLTech/MERL-Center-public/assets/75643389/81132611-3425-423e-b59f-54fa23e1cd01) **Project Name:** The MERL Center **About the Project:** The MERL Center is a Monitoring, Evaluation, Research and Learning open source community under Civic Tech Structure. **Volunteer Opportunity:** We are looking for a Data Analyst to help us create visualizations from data collected by members using various methods for articles to be published on the official MERL Center website. **Duration:** Min 2 weeks to ongoing **Schedule:** No regular meetings. Schedule 30 min appointments as needed between 7am-11am, M-Th **Who to communicate your interest to:** Rabia Shaikh on Slack **Resources:** [Example of a MERL Center article with visuals](https://merlcenter.org/caseStudies/oss-usage-east-africa/)

Post 3: Data Analyst - City of Los Angeles Arrests

copy code ``` **Project Name**: City of Los Angeles Arrests **Volunteer Opportunity**: We want to analyze arrest data for the city of Los Angeles, and incorporate data from other sources, to determine whether there are actions local leaders can take to address the problem of crime. **Tools Used**: TBD, but typically your choice of tools. **Who to communicate your interest to** - Slack channel link: #data-science - Slack name of person to contact in the channel: Abe Khaleghi, Karina Lopez, or Sophia Alice **Issue:** [#180](https://github.com/hackforla/data-science/issues/180) ```
viewable code **Project Name**: City of Los Angeles Arrests **Volunteer Opportunity**: We want to analyze arrest data for the city of Los Angeles, and incorporate data from other sources, to determine whether there are actions local leaders can take to address the problem of crime. **Tools Used**: TBD, but typically your choice of tools. **Who to communicate your interest to** - Slack channel link: #data-science - Slack name of person to contact in the channel: Abe Khaleghi, Karina Lopez, or Sophia Alice **Issue:** [#180](https://github.com/hackforla/data-science/issues/180)

Post 4: Designer - Data Science Logo and Favicon Design

copy code ``` **Project**: Data Science Logo and Favicon Design **Volunteer Opportunity**: We need a designer to finish the existing work on the Data Science team logo and favicon. Also posted in UI/UX open roles [here](https://github.com/hackforla/UI-UX/projects/3#card-78617312) **Tools Used:** Your choice of graphic design software. **Who to communicate your interest to** - Slack channel link: #data-science - Slack name of the person to contact in the channel: Abe Khaleghi **Issue** - [#140](https://github.com/hackforla/data-science/issues/140) ```
viewable code **Project**: Data Science Logo and Favicon Design **Volunteer Opportunity**: We need a designer to finish the existing work on the Data Science team logo and favicon. Also posted in UI/UX open roles [here](https://github.com/hackforla/UI-UX/projects/3#card-78617312) **Tools Used:** Your choice of graphic design software. **Who to communicate your interest to** - Slack channel link: #data-science - Slack name of the person to contact in the channel: Abe Khaleghi **Issue** - [#140](https://github.com/hackforla/data-science/issues/140)

Post 5: Data Visualization - Visualize the cities in LA county that offer public 311 data sets

copy code ``` **Project Name**: Visualize the cities in LA county that offer public 311 data sets **Volunteer Opportunity**: Hack for LA Leadership wants to publish a map to show the amount of 311 data available in the Greater LA area This is an existing project that needs the following additional tasks completed: - Create a Matrix that compares the schemas from all the 311 data sets, to identify what fields each contains with a taxonomy table if necessary - Create a plan with the Data Science team to create an appropriate visualization for the data. **Tools Used**: Google Sheets/Excel, visualization tools **Who to communicate your interest to** - Slack channel link: #data-science - Slack name of person to contact in the channel: Abe Khaleghi **Resources:** **Issue:** [#22](https://github.com/hackforla/data-science/issues/22) ```
viewable code **Project Name**: Visualize the cities in LA county that offer public 311 data sets **Volunteer Opportunity**: Hack for LA Leadership wants to publish a map to show the amount of 311 data available in the Greater LA area This is an existing project that needs the following additional tasks completed: - Create a Matrix that compares the schemas from all the 311 data sets, to identify what fields each contains with a taxonomy table if necessary - Create a plan with the Data Science team to create an appropriate visualization for the data. **Tools Used**: Google Sheets/Excel, visualization tools **Who to communicate your interest to** - Slack channel link: #data-science - Slack name of person to contact in the channel: Abe Khaleghi **Resources:** **Issue:** [#22](https://github.com/hackforla/data-science/issues/22)

Post 6: Data Analyst - 311 Data

copy code ``` **Project Name**: 311 Data **Volunteer Opportunity**: We need to take a look at all the 311 request type data with no council id or council name assigned to it. In the 311 data server, the councilId has been assigned as 0 and the councilName as 'No Council' for such request types. **Tools Used**: Your choice of data analysis and visualization tools **Who to communicate your interest to** - Slack channel link: #data-science - Slack name of person to contact in the channel: Anupriya Jayakumar **Resources:** **Issue:** [#1250](https://github.com/hackforla/311-data/issues/1250) ```
viewable code **Project Name**: 311 Data **Volunteer Opportunity**: We need to take a look at all the 311 request type data with no council id or council name assigned to it. In the 311 data server, the councilId has been assigned as 0 and the councilName as 'No Council' for such request types. **Tools Used**: Your choice of data analysis and visualization tools **Who to communicate your interest to** - Slack channel link: #data-science - Slack name of person to contact in the channel: Anupriya Jayakumar **Resources:** **Issue:** [#1250](https://github.com/hackforla/311-data/issues/1250)

Post 7: Data Analyst - Open Source Projects Data Sets

copy code ``` **Project Name**: Open Source Projects Data Sets **Volunteer Opportunity**: Our data analyst will be responsible for helping Hack for LA to monitor various open source projects and create a script that will keep our listing up-to-date with information such as last active. **Duration**: Approx. 5 to 6 hours **Who to communicate your interest to** - Slack name of person to contact in the channel: Abe Khaleghi **Resources:** [Issue here](https://github.com/hackforla/data-science/issues/152) ```
viewable code **Project Name**: Open Source Projects Data Sets **Volunteer Opportunity**: Our data analyst will be responsible for helping Hack for LA to monitor various open source projects and create a script that will keep our listing up-to-date with information such as last active. **Duration**: Approx. 5 to 6 hours **Who to communicate your interest to** - Slack name of person to contact in the channel: Abe Khaleghi **Resources:** [Issue here](https://github.com/hackforla/data-science/issues/152)

Post 8: Data Scientist - SEIE Survey

copy code ``` **Data Scientist**: Data Scientist **Project Name**: SEIE Survey **Volunteer Opportunity**: NLP engineering/analysis on a large survey featuring free text columns. Run TF-IDF analysis, create word clouds, and perform sentiment analysis to capture information relevant to subsets based on council district, gender, ethnicity, and other variables. Create a presentation to show data to neighborhood council members. Tooling could include scikit-learn, spacy, pandas. **Duration**: 1-2 months **Who to communicate your interest to** - Slack channel link: #[data-science](https://hackforla.slack.com/archives/CGRATJCCF) - Slack name of person to contact in the channel: Bonnie & Ryan Swan **Learn More**: Join #data-science meeting Thursday at 8 pm to learn more. Currently Underway: @Henry Kaplan https://github.com/hackforla/data-science/issues/26 ```
viewable code **Data Scientist**: Data Scientist **Project Name**: SEIE Survey **Volunteer Opportunity**: NLP engineering/analysis on a large survey featuring free text columns. Run TF-IDF analysis, create word clouds, and perform sentiment analysis to capture information relevant to subsets based on council district, gender, ethnicity, and other variables. Create a presentation to show data to neighborhood council members. Tooling could include scikit-learn, spacy, pandas. **Duration**: 1-2 months **Who to communicate your interest to** - Slack channel link: #[data-science](https://hackforla.slack.com/archives/CGRATJCCF) - Slack name of person to contact in the channel: Bonnie & Ryan Swan **Learn More**: Join #data-science meeting Thursday at 8 pm to learn more. Currently Underway: @Henry Kaplan https://github.com/hackforla/data-science/issues/26

Post 9: Data Scientist - 311 Data

copy code ``` **Project Name**: 311 Data **Volunteer Opportunity**: Data Scientist to lead an analysis of metro stops and 311 requests to determine if there are any meaningful correlations. **Tools Used** : GitHub, Python, Dash, Plotly, Jupyter **Who to communicate your interest to** - Slack channel link: #data-science - Slack name of person to contact in the channel: Chelsey Beck or Abe Khaleghi **Resources:** Read about the 311 data project [here](https://github.com/hackforla/311-data) **Issues Available:** - [#107](https://github.com/hackforla/data-science/issues/107) ```
viewable code **Project Name**: 311 Data **Volunteer Opportunity**: Data Scientist to lead an analysis of metro stops and 311 requests to determine if there are any meaningful correlations. **Tools Used** : GitHub, Python, Dash, Plotly, Jupyter **Who to communicate your interest to** - Slack channel link: #data-science - Slack name of person to contact in the channel: Chelsey Beck or Abe Khaleghi **Resources:** Read about the 311 data project [here](https://github.com/hackforla/311-data) **Issues Available:** - [#107](https://github.com/hackforla/data-science/issues/107)