ProjectSidewalk sidewalk-quality-analysis issues

ProjectSidewalk / sidewalk-quality-analysis

An analysis of Project Sidewalk user quality based on interaction logs

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issues

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What to do with NaN cells?

#62 jonfroehlich opened 2 years ago
0
Update .csv data ingestion pipeline to accommodate both the city file and interaction file

#61 jonfroehlich closed 2 years ago
8
Relevant paper: Automatically Labeling Low Quality Content on Wikipedia by Leveraging Patterns in Editing Behavior

#60 jonfroehlich opened 2 years ago
0
Characterize how much and which features contribute most to regression/classification

#59 jonfroehlich opened 4 years ago
0
Start San Pedro deployment with only a single neighborhood

#58 jonfroehlich closed 4 years ago
1
Need more validations for some users

#57 jonfroehlich opened 4 years ago
3
Merge users that are present in multiple cities

#56 misaugstad opened 4 years ago
1
User id 'd64b67dd-8116-429f-8592-26cbd35c3f2c' has negative meters_audited

#55 jonfroehlich closed 4 years ago
4
Restarting this with a fresh, clean list of input features for user classification

#54 jonfroehlich opened 4 years ago
4
Python script to run classifier for core

#53 nch0w opened 4 years ago
1
Regression to predict accuracy

#52 nch0w opened 4 years ago
3
Filtering users based on number of validated labels

#51 nch0w opened 4 years ago
0
High School student quality analysis

#50 daotyl000 closed 4 years ago
3
Analyze Patterns & correctness between No Sidewalk labels & user quality

#49 daotyl000 closed 4 years ago
1
Analyzing User Validation Accuracy

#48 daotyl000 closed 4 years ago
1
DC interaction data analysis

#47 daotyl000 closed 4 years ago
2
Feature Selection Experiments

#46 jonfroehlich opened 4 years ago
1
Feature: analyze number of times user logs in or returns to website

#45 jonfroehlich opened 4 years ago
4
Meeting 8/6

#44 daotyl000 closed 4 years ago
0
Testing Users Auditing Accuracy on Pre-Audited Missions

#43 daotyl000 opened 4 years ago
0
Effects of time spent reading the how to label page

#42 daotyl000 closed 4 years ago
2
Analyze time spent searching on panos

#41 daotyl000 closed 4 years ago
1
Analyze amount of tagging vs user accuracy

#40 daotyl000 closed 4 years ago
2
Analyze speeds & time to users accuracy

#39 daotyl000 closed 4 years ago
2
Related work: Quality Control in Crowdsourcing: A Survey of Quality Attributes, Assessment Techniques, and Assurance Actions

#38 jonfroehlich opened 4 years ago
0
Analyze comments to help determine user quality

#37 daotyl000 closed 4 years ago
2
Analyze how often users look on both sides of the road as an indicator of user accuracy

#36 daotyl000 opened 4 years ago
13
Analyze user accuracy vs frequency of going in reverse

#35 daotyl000 closed 4 years ago
7
Begin Google Doc Report

#34 jonfroehlich opened 4 years ago
0
Analyze population density as a predictor of user accuracy

#33 jonfroehlich opened 4 years ago
6
Analyze zone type as a predictor of user accuracy

#32 jonfroehlich opened 4 years ago
3
Look over all github Issue titles in this repo and make sure they properly describe/represent the underlying Issue

#31 jonfroehlich closed 4 years ago
1
Inductively create github 'Labels' for this repo

#30 jonfroehlich closed 4 years ago
1
Using auto-validations to help with user quality inference

#29 jonfroehlich opened 5 years ago
11
Large number of incorrect labels in a few panos due to a user testing out bugs instead of actually auditing

#28 daotyl000 closed 4 years ago
9
Interesting analysis: how much data do we need per user before getting accurate predictions

#27 jonfroehlich opened 5 years ago
3
Split out accuracies per label type

#26 jonfroehlich closed 4 years ago
6
Meeting Notes 7/9

#25 jonfroehlich closed 4 years ago
2
Intersection proximity seems inaccurate for a number of labels

#24 nch0w opened 5 years ago
13
Label Correctness Visualization

#23 daotyl000 opened 5 years ago
5
Low accuracy users in regions with limited sidewalks

#22 daotyl000 closed 4 years ago
1
How good are we at automatically finding these mistakes?

#21 jonfroehlich opened 5 years ago
1
When making scatter plots, color by user quality group

#20 jonfroehlich closed 4 years ago
1
Let's do a deep-dive exploration of our 40% and ~60% users

#19 jonfroehlich opened 5 years ago
9
Classifying label accuracy using position

#18 nch0w opened 5 years ago
15
Read/synthesize literature on inferring worker quality

#17 jonfroehlich opened 5 years ago
0
Make correlation matrix of input features

#16 jonfroehlich closed 4 years ago
1
Will want to start building an end-to-end ML pipeline

#15 jonfroehlich closed 4 years ago
1
Likelihood that a label is correct vs. worker quality inference

#14 jonfroehlich opened 5 years ago
0
Need to fill out 'Description of Logged Events' on Project Sidewalk wiki

#13 jonfroehlich closed 4 years ago
1