BranchesTags

Latest commit

History

17 Commits

Folders and files

NameName
Last commit message
Last commit date
datasets
datasets
samples
samples
tests
tests
.DS_Store
.DS_Store
Defination.md
Defination.md
README.md
README.md

Repository files navigation

Overview

This repository contains information about the lead poisoning crisis in Kabwe, Zambia. The city is heavily contaminated with lead due to the legacy of a large-scale lead and zinc mine that operated for over 90 years without adequate environmental safeguards.

Problem Statement

The uncontrolled release of lead into the environment has resulted in widespread lead poisoning among the population, particularly children. High levels of lead in children's blood have been linked to severe health issues, including developmental delays, learning disabilities, and behavioral problems.

Data and Resources

Data: Blood lead levels in children and adults Soil and water contamination levels Epidemiological data on health impacts Demographic data on the affected population

Resources:

Academic papers and research articles Reports from NGOs and government agencies Media coverage of the crisis Images and videos documenting the situation Potential Projects and Research Data Analysis: Analyze the available data to identify patterns and trends in lead poisoning, assess the health impacts, and prioritize intervention areas. Risk Assessment: Conduct a comprehensive risk assessment to identify the most vulnerable populations and areas with the highest lead exposure. Intervention Evaluation: Evaluate the effectiveness of existing interventions and propose new strategies for lead reduction and remediation. Policy Recommendations: Develop evidence-based policy recommendations to address the lead poisoning crisis and prevent future contamination. Community Engagement: Explore ways to engage with the community to raise awareness, promote prevention, and support affected families. Contributing We welcome contributions to this repository in the form of data, code, documentation, or research findings. Please adhere to the following guidelines:

Fork the repository

Create a new branch for your contributions Submit a pull request with clear documentation of your changes

Contact

[Provide contact information for collaborators or maintainers of the repository]

Additional Notes

Data Privacy: Ensure that all data handling complies with relevant privacy regulations. Ethical Considerations: Be mindful of the sensitive nature of the topic and the potential impact on affected communities. Collaboration: Encourage collaboration with researchers, policymakers, and community organizations. By working together, we can help address the lead poisoning crisis in Kabwe and improve the health and well-being of its residents.

  • Keywords: lead poisoning, Kabwe, Zambia, public health, environmental contamination, children's health, data analysis, risk assessment, intervention, policy, community engagement

About

Lead Framework is a public repository containing data frames for the Lead poisoning in Kabwe Zambia.

data.devcircleafrica.com

Topics

google-colabkabwelead-poisoningpythontensorflowzambia

Resources

Readme
Activity

Stars

1 star

Watchers

1 watching

Forks

0 forks
Report repository

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
BranchesTags
Latest commit
History
17 Commits
Folders and files
NameName
Last commit message
Last commit date
datasets
datasets
samples
samples
tests
tests
.DS_Store
.DS_Store
Defination.md
Defination.md
README.md
README.md
Repository files navigation
Overview
This repository contains information about the lead poisoning crisis in Kabwe, Zambia. The city is heavily contaminated with lead due to the legacy of a large-scale lead and zinc mine that operated for over 90 years without adequate environmental safeguards.
Problem Statement
The uncontrolled release of lead into the environment has resulted in widespread lead poisoning among the population, particularly children. High levels of lead in children's blood have been linked to severe health issues, including developmental delays, learning disabilities, and behavioral problems.
Data and Resources
Data:
Blood lead levels in children and adults
Soil and water contamination levels
Epidemiological data on health impacts
Demographic data on the affected population
Resources:
Academic papers and research articles
Reports from NGOs and government agencies
Media coverage of the crisis
Images and videos documenting the situation
Potential Projects and Research
Data Analysis: Analyze the available data to identify patterns and trends in lead poisoning, assess the health impacts, and prioritize intervention areas.
Risk Assessment: Conduct a comprehensive risk assessment to identify the most vulnerable populations and areas with the highest lead exposure.
Intervention Evaluation: Evaluate the effectiveness of existing interventions and propose new strategies for lead reduction and remediation.
Policy Recommendations: Develop evidence-based policy recommendations to address the lead poisoning crisis and prevent future contamination.
Community Engagement: Explore ways to engage with the community to raise awareness, promote prevention, and support affected families.
Contributing
We welcome contributions to this repository in the form of data, code, documentation, or research findings. Please adhere to the following guidelines:
Fork the repository
Create a new branch for your contributions
Submit a pull request with clear documentation of your changes
Contact
[Provide contact information for collaborators or maintainers of the repository]
Additional Notes
Data Privacy: Ensure that all data handling complies with relevant privacy regulations.
Ethical Considerations: Be mindful of the sensitive nature of the topic and the potential impact on affected communities.
Collaboration: Encourage collaboration with researchers, policymakers, and community organizations.
By working together, we can help address the lead poisoning crisis in Kabwe and improve the health and well-being of its residents.
  • Keywords: lead poisoning, Kabwe, Zambia, public health, environmental contamination, children's health, data analysis, risk assessment, intervention, policy, community engagement
About
Lead Framework is a public repository containing data frames for the Lead poisoning in Kabwe Zambia.
data.devcircleafrica.com
Topics
google-colabkabwelead-poisoningpythontensorflowzambia
Resources
Readme
Activity
Stars
1 star
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
BranchesTags
Latest commit
History
17 Commits
Folders and files
NameName
Last commit message
Last commit date
datasets
datasets
samples
samples
tests
tests
.DS_Store
.DS_Store
Defination.md
Defination.md
README.md
README.md
Repository files navigation
Overview
This repository contains information about the lead poisoning crisis in Kabwe, Zambia. The city is heavily contaminated with lead due to the legacy of a large-scale lead and zinc mine that operated for over 90 years without adequate environmental safeguards.
Problem Statement
The uncontrolled release of lead into the environment has resulted in widespread lead poisoning among the population, particularly children. High levels of lead in children's blood have been linked to severe health issues, including developmental delays, learning disabilities, and behavioral problems.
Data and Resources
Data:
Blood lead levels in children and adults
Soil and water contamination levels
Epidemiological data on health impacts
Demographic data on the affected population
Resources:
Academic papers and research articles
Reports from NGOs and government agencies
Media coverage of the crisis
Images and videos documenting the situation
Potential Projects and Research
Data Analysis: Analyze the available data to identify patterns and trends in lead poisoning, assess the health impacts, and prioritize intervention areas.
Risk Assessment: Conduct a comprehensive risk assessment to identify the most vulnerable populations and areas with the highest lead exposure.
Intervention Evaluation: Evaluate the effectiveness of existing interventions and propose new strategies for lead reduction and remediation.
Policy Recommendations: Develop evidence-based policy recommendations to address the lead poisoning crisis and prevent future contamination.
Community Engagement: Explore ways to engage with the community to raise awareness, promote prevention, and support affected families.
Contributing
We welcome contributions to this repository in the form of data, code, documentation, or research findings. Please adhere to the following guidelines:
Fork the repository
Create a new branch for your contributions
Submit a pull request with clear documentation of your changes
Contact
[Provide contact information for collaborators or maintainers of the repository]
Additional Notes
Data Privacy: Ensure that all data handling complies with relevant privacy regulations.
Ethical Considerations: Be mindful of the sensitive nature of the topic and the potential impact on affected communities.
Collaboration: Encourage collaboration with researchers, policymakers, and community organizations.
By working together, we can help address the lead poisoning crisis in Kabwe and improve the health and well-being of its residents.
  • Keywords: lead poisoning, Kabwe, Zambia, public health, environmental contamination, children's health, data analysis, risk assessment, intervention, policy, community engagement
About
Lead Framework is a public repository containing data frames for the Lead poisoning in Kabwe Zambia.
data.devcircleafrica.com
Topics
google-colabkabwelead-poisoningpythontensorflowzambia
Resources
Readme
Activity
Stars
1 star
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
BranchesTags
Latest commit
History
17 Commits
Folders and files
NameName
Last commit message
Last commit date
datasets
datasets
samples
samples
tests
tests
.DS_Store
.DS_Store
Defination.md
Defination.md
README.md
README.md
Repository files navigation
Overview
This repository contains information about the lead poisoning crisis in Kabwe, Zambia. The city is heavily contaminated with lead due to the legacy of a large-scale lead and zinc mine that operated for over 90 years without adequate environmental safeguards.
Problem Statement
The uncontrolled release of lead into the environment has resulted in widespread lead poisoning among the population, particularly children. High levels of lead in children's blood have been linked to severe health issues, including developmental delays, learning disabilities, and behavioral problems.
Data and Resources
Data:
Blood lead levels in children and adults
Soil and water contamination levels
Epidemiological data on health impacts
Demographic data on the affected population
Resources:
Academic papers and research articles
Reports from NGOs and government agencies
Media coverage of the crisis
Images and videos documenting the situation
Potential Projects and Research
Data Analysis: Analyze the available data to identify patterns and trends in lead poisoning, assess the health impacts, and prioritize intervention areas.
Risk Assessment: Conduct a comprehensive risk assessment to identify the most vulnerable populations and areas with the highest lead exposure.
Intervention Evaluation: Evaluate the effectiveness of existing interventions and propose new strategies for lead reduction and remediation.
Policy Recommendations: Develop evidence-based policy recommendations to address the lead poisoning crisis and prevent future contamination.
Community Engagement: Explore ways to engage with the community to raise awareness, promote prevention, and support affected families.
Contributing
We welcome contributions to this repository in the form of data, code, documentation, or research findings. Please adhere to the following guidelines:
Fork the repository
Create a new branch for your contributions
Submit a pull request with clear documentation of your changes
Contact
[Provide contact information for collaborators or maintainers of the repository]
Additional Notes
Data Privacy: Ensure that all data handling complies with relevant privacy regulations.
Ethical Considerations: Be mindful of the sensitive nature of the topic and the potential impact on affected communities.
Collaboration: Encourage collaboration with researchers, policymakers, and community organizations.
By working together, we can help address the lead poisoning crisis in Kabwe and improve the health and well-being of its residents.
  • Keywords: lead poisoning, Kabwe, Zambia, public health, environmental contamination, children's health, data analysis, risk assessment, intervention, policy, community engagement
About
Lead Framework is a public repository containing data frames for the Lead poisoning in Kabwe Zambia.
data.devcircleafrica.com
Topics
google-colabkabwelead-poisoningpythontensorflowzambia
Resources
Readme
Activity
Stars
1 star
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
BranchesTags
Latest commit
History
17 Commits
Folders and files
NameName
Last commit message
Last commit date
datasets
datasets
samples
samples
tests
tests
.DS_Store
.DS_Store
Defination.md
Defination.md
README.md
README.md
Repository files navigation
Overview
This repository contains information about the lead poisoning crisis in Kabwe, Zambia. The city is heavily contaminated with lead due to the legacy of a large-scale lead and zinc mine that operated for over 90 years without adequate environmental safeguards.
Problem Statement
The uncontrolled release of lead into the environment has resulted in widespread lead poisoning among the population, particularly children. High levels of lead in children's blood have been linked to severe health issues, including developmental delays, learning disabilities, and behavioral problems.
Data and Resources
Data:
Blood lead levels in children and adults
Soil and water contamination levels
Epidemiological data on health impacts
Demographic data on the affected population
Resources:
Academic papers and research articles
Reports from NGOs and government agencies
Media coverage of the crisis
Images and videos documenting the situation
Potential Projects and Research
Data Analysis: Analyze the available data to identify patterns and trends in lead poisoning, assess the health impacts, and prioritize intervention areas.
Risk Assessment: Conduct a comprehensive risk assessment to identify the most vulnerable populations and areas with the highest lead exposure.
Intervention Evaluation: Evaluate the effectiveness of existing interventions and propose new strategies for lead reduction and remediation.
Policy Recommendations: Develop evidence-based policy recommendations to address the lead poisoning crisis and prevent future contamination.
Community Engagement: Explore ways to engage with the community to raise awareness, promote prevention, and support affected families.
Contributing
We welcome contributions to this repository in the form of data, code, documentation, or research findings. Please adhere to the following guidelines:
Fork the repository
Create a new branch for your contributions
Submit a pull request with clear documentation of your changes
Contact
[Provide contact information for collaborators or maintainers of the repository]
Additional Notes
Data Privacy: Ensure that all data handling complies with relevant privacy regulations.
Ethical Considerations: Be mindful of the sensitive nature of the topic and the potential impact on affected communities.
Collaboration: Encourage collaboration with researchers, policymakers, and community organizations.
By working together, we can help address the lead poisoning crisis in Kabwe and improve the health and well-being of its residents.
  • Keywords: lead poisoning, Kabwe, Zambia, public health, environmental contamination, children's health, data analysis, risk assessment, intervention, policy, community engagement
About
Lead Framework is a public repository containing data frames for the Lead poisoning in Kabwe Zambia.
data.devcircleafrica.com
Topics
google-colabkabwelead-poisoningpythontensorflowzambia
Resources
Readme
Activity
Stars
1 star
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
BranchesTags
Latest commit
History
17 Commits
Folders and files
NameName
Last commit message
Last commit date
datasets
datasets
samples
samples
tests
tests
.DS_Store
.DS_Store
Defination.md
Defination.md
README.md
README.md
Repository files navigation
Overview
This repository contains information about the lead poisoning crisis in Kabwe, Zambia. The city is heavily contaminated with lead due to the legacy of a large-scale lead and zinc mine that operated for over 90 years without adequate environmental safeguards.
Problem Statement
The uncontrolled release of lead into the environment has resulted in widespread lead poisoning among the population, particularly children. High levels of lead in children's blood have been linked to severe health issues, including developmental delays, learning disabilities, and behavioral problems.
Data and Resources
Data:
Blood lead levels in children and adults
Soil and water contamination levels
Epidemiological data on health impacts
Demographic data on the affected population
Resources:
Academic papers and research articles
Reports from NGOs and government agencies
Media coverage of the crisis
Images and videos documenting the situation
Potential Projects and Research
Data Analysis: Analyze the available data to identify patterns and trends in lead poisoning, assess the health impacts, and prioritize intervention areas.
Risk Assessment: Conduct a comprehensive risk assessment to identify the most vulnerable populations and areas with the highest lead exposure.
Intervention Evaluation: Evaluate the effectiveness of existing interventions and propose new strategies for lead reduction and remediation.
Policy Recommendations: Develop evidence-based policy recommendations to address the lead poisoning crisis and prevent future contamination.
Community Engagement: Explore ways to engage with the community to raise awareness, promote prevention, and support affected families.
Contributing
We welcome contributions to this repository in the form of data, code, documentation, or research findings. Please adhere to the following guidelines:
Fork the repository
Create a new branch for your contributions
Submit a pull request with clear documentation of your changes
Contact
[Provide contact information for collaborators or maintainers of the repository]
Additional Notes
Data Privacy: Ensure that all data handling complies with relevant privacy regulations.
Ethical Considerations: Be mindful of the sensitive nature of the topic and the potential impact on affected communities.
Collaboration: Encourage collaboration with researchers, policymakers, and community organizations.
By working together, we can help address the lead poisoning crisis in Kabwe and improve the health and well-being of its residents.
  • Keywords: lead poisoning, Kabwe, Zambia, public health, environmental contamination, children's health, data analysis, risk assessment, intervention, policy, community engagement
About
Lead Framework is a public repository containing data frames for the Lead poisoning in Kabwe Zambia.
data.devcircleafrica.com
Topics
google-colabkabwelead-poisoningpythontensorflowzambia
Resources
Readme
Activity
Stars
1 star
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
BranchesTags
Latest commit
History
17 Commits
Folders and files
NameName
Last commit message
Last commit date
datasets
datasets
samples
samples
tests
tests
.DS_Store
.DS_Store
Defination.md
Defination.md
README.md
README.md
Repository files navigation
Overview
This repository contains information about the lead poisoning crisis in Kabwe, Zambia. The city is heavily contaminated with lead due to the legacy of a large-scale lead and zinc mine that operated for over 90 years without adequate environmental safeguards.
Problem Statement
The uncontrolled release of lead into the environment has resulted in widespread lead poisoning among the population, particularly children. High levels of lead in children's blood have been linked to severe health issues, including developmental delays, learning disabilities, and behavioral problems.
Data and Resources
Data:
Blood lead levels in children and adults
Soil and water contamination levels
Epidemiological data on health impacts
Demographic data on the affected population
Resources:
Academic papers and research articles
Reports from NGOs and government agencies
Media coverage of the crisis
Images and videos documenting the situation
Potential Projects and Research
Data Analysis: Analyze the available data to identify patterns and trends in lead poisoning, assess the health impacts, and prioritize intervention areas.
Risk Assessment: Conduct a comprehensive risk assessment to identify the most vulnerable populations and areas with the highest lead exposure.
Intervention Evaluation: Evaluate the effectiveness of existing interventions and propose new strategies for lead reduction and remediation.
Policy Recommendations: Develop evidence-based policy recommendations to address the lead poisoning crisis and prevent future contamination.
Community Engagement: Explore ways to engage with the community to raise awareness, promote prevention, and support affected families.
Contributing
We welcome contributions to this repository in the form of data, code, documentation, or research findings. Please adhere to the following guidelines:
Fork the repository
Create a new branch for your contributions
Submit a pull request with clear documentation of your changes
Contact
[Provide contact information for collaborators or maintainers of the repository]
Additional Notes
Data Privacy: Ensure that all data handling complies with relevant privacy regulations.
Ethical Considerations: Be mindful of the sensitive nature of the topic and the potential impact on affected communities.
Collaboration: Encourage collaboration with researchers, policymakers, and community organizations.
By working together, we can help address the lead poisoning crisis in Kabwe and improve the health and well-being of its residents.
  • Keywords: lead poisoning, Kabwe, Zambia, public health, environmental contamination, children's health, data analysis, risk assessment, intervention, policy, community engagement
About
Lead Framework is a public repository containing data frames for the Lead poisoning in Kabwe Zambia.
data.devcircleafrica.com
Topics
google-colabkabwelead-poisoningpythontensorflowzambia
Resources
Readme
Activity
Stars
1 star
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
BranchesTags
Latest commit
History
17 Commits
Folders and files
NameName
Last commit message
Last commit date
datasets
datasets
samples
samples
tests
tests
.DS_Store
.DS_Store
Defination.md
Defination.md
README.md
README.md
Repository files navigation
Overview
This repository contains information about the lead poisoning crisis in Kabwe, Zambia. The city is heavily contaminated with lead due to the legacy of a large-scale lead and zinc mine that operated for over 90 years without adequate environmental safeguards.
Problem Statement
The uncontrolled release of lead into the environment has resulted in widespread lead poisoning among the population, particularly children. High levels of lead in children's blood have been linked to severe health issues, including developmental delays, learning disabilities, and behavioral problems.
Data and Resources
Data:
Blood lead levels in children and adults
Soil and water contamination levels
Epidemiological data on health impacts
Demographic data on the affected population
Resources:
Academic papers and research articles
Reports from NGOs and government agencies
Media coverage of the crisis
Images and videos documenting the situation
Potential Projects and Research
Data Analysis: Analyze the available data to identify patterns and trends in lead poisoning, assess the health impacts, and prioritize intervention areas.
Risk Assessment: Conduct a comprehensive risk assessment to identify the most vulnerable populations and areas with the highest lead exposure.
Intervention Evaluation: Evaluate the effectiveness of existing interventions and propose new strategies for lead reduction and remediation.
Policy Recommendations: Develop evidence-based policy recommendations to address the lead poisoning crisis and prevent future contamination.
Community Engagement: Explore ways to engage with the community to raise awareness, promote prevention, and support affected families.
Contributing
We welcome contributions to this repository in the form of data, code, documentation, or research findings. Please adhere to the following guidelines:
Fork the repository
Create a new branch for your contributions
Submit a pull request with clear documentation of your changes
Contact
[Provide contact information for collaborators or maintainers of the repository]
Additional Notes
Data Privacy: Ensure that all data handling complies with relevant privacy regulations.
Ethical Considerations: Be mindful of the sensitive nature of the topic and the potential impact on affected communities.
Collaboration: Encourage collaboration with researchers, policymakers, and community organizations.
By working together, we can help address the lead poisoning crisis in Kabwe and improve the health and well-being of its residents.
  • Keywords: lead poisoning, Kabwe, Zambia, public health, environmental contamination, children's health, data analysis, risk assessment, intervention, policy, community engagement
About
Lead Framework is a public repository containing data frames for the Lead poisoning in Kabwe Zambia.
data.devcircleafrica.com
Topics
google-colabkabwelead-poisoningpythontensorflowzambia
Resources
Readme
Activity
Stars
1 star
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages