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Running
fix: Data accuracy — labels, funding format, disclaimers
Browse filesLabel fixes (prevents misinformation):
- StatsBar: 'Total' → 'Mapped' with tooltip 'Curated entities in our database'
- StatsBar: 'Startups' tooltip → 'Mapped startups (India has 223K+ DPIIT-registered)'
- StatsBar: 'Women-led' tooltip → 'In our dataset (India has 102K+ women-led startups)'
- StatsBar: 'Funding' tooltip → 'Mapped entities only — not total Indian startup funding'
- AnalyticsPanel: 'Total' → 'Mapped', subtitle → 'Curated dataset — not total Indian ecosystem'
- AnalyticsPanel: Added disclaimer banner with real national figures
- AnalyticsPanel: 'Women-led*' asterisk to indicate dataset subset
- Geography/Trends headers now say '(mapped)' to clarify scope
Funding format (K Cr bug):
- Removed 'K Cr' entirely from both backend format_funding and frontend formatFunding
- ≥10,000 Cr → Lakh Cr (e.g. ₹27.52 Lakh Cr)
- 100–9,999 Cr → ₹X,XXX Cr (with Indian comma formatting)
- SearchBar suggestions: now use proper tiered formatting instead of raw ₹{crores}Cr
Disclaimer:
- App.jsx: more prominent glass-backed banner with real national figures for startups and women-led
- index.html: meta description updated with '2.23 lakh+' phrasing
backend/directory.py
CHANGED
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@@ -29,14 +29,10 @@ def format_funding(amount_inr: float) -> str:
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if not amount_inr or amount_inr == 0:
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return "Bootstrapped"
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crores = amount_inr / 10000000
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-
if crores >= 100000:
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-
return f"₹{crores / 100000:.1f} Lakh Cr"
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if crores >= 10000:
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return f"₹{crores / 100000:.2f} Lakh Cr"
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-
if crores >= 1000:
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return f"₹{crores / 1000:.1f}K Cr"
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if crores >= 100:
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-
return f"₹{crores:.0f} Cr"
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if crores >= 1:
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return f"₹{crores:.1f} Cr"
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lakhs = amount_inr / 100000
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if not amount_inr or amount_inr == 0:
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return "Bootstrapped"
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crores = amount_inr / 10000000
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if crores >= 10000:
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return f"₹{crores / 100000:.2f} Lakh Cr"
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if crores >= 100:
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+
return f"₹{crores:,.0f} Cr"
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if crores >= 1:
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return f"₹{crores:.1f} Cr"
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lakhs = amount_inr / 100000
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backend/routes/entities.py
CHANGED
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@@ -41,14 +41,10 @@ def format_funding(amount_inr: float) -> str:
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if not amount_inr or amount_inr == 0:
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return "Bootstrapped"
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crores = amount_inr / 10000000
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-
if crores >= 100000:
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return f"₹{crores / 100000:.1f} Lakh Cr"
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if crores >= 10000:
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return f"₹{crores / 100000:.2f} Lakh Cr"
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-
if crores >= 1000:
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return f"₹{crores / 1000:.1f}K Cr"
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if crores >= 100:
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-
return f"₹{crores:.0f} Cr"
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if crores >= 1:
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return f"₹{crores:.1f} Cr"
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lakhs = amount_inr / 100000
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if not amount_inr or amount_inr == 0:
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return "Bootstrapped"
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crores = amount_inr / 10000000
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if crores >= 10000:
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return f"₹{crores / 100000:.2f} Lakh Cr"
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if crores >= 100:
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+
return f"₹{crores:,.0f} Cr"
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if crores >= 1:
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return f"₹{crores:.1f} Cr"
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lakhs = amount_inr / 100000
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frontend/index.html
CHANGED
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@@ -3,7 +3,7 @@
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<head>
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<meta charset="UTF-8" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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-
<meta name="description" content="Curated
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<meta name="keywords" content="India startups, startup map, Indian unicorns, DPIIT startups, tech ecosystem India" />
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<link rel="preconnect" href="https://fonts.googleapis.com" />
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<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
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<head>
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<meta charset="UTF-8" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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+
<meta name="description" content="Curated map of India's startup ecosystem — featured startups, 125 unicorns, SMEs, E-Cells, incubators. India has 2.23 lakh+ DPIIT-registered startups; this atlas maps a curated subset." />
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<meta name="keywords" content="India startups, startup map, Indian unicorns, DPIIT startups, tech ecosystem India" />
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<link rel="preconnect" href="https://fonts.googleapis.com" />
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<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
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frontend/src/App.jsx
CHANGED
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@@ -407,10 +407,14 @@ export default function App() {
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{/* Data Disclaimer */}
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{overview && (
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-
<div className="absolute bottom-[90px] sm:bottom-[100px] left-1/2 -translate-x-1/2 z-10 pointer-events-none">
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-
<
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-
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-
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</div>
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)}
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{/* Data Disclaimer */}
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{overview && (
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<div className="absolute bottom-[90px] sm:bottom-[100px] left-1/2 -translate-x-1/2 z-10 pointer-events-none max-w-lg px-2">
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<div className="glass rounded-lg px-3 py-1.5 text-center">
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<p className="text-[10px] text-atlas-muted/80 leading-relaxed">
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Curated dataset of <span className="text-atlas-text font-medium">{overview.total_entities?.toLocaleString()}</span> mapped entities.
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India has <span className="text-atlas-text font-medium">2.23 lakh+</span> DPIIT-registered startups and <span className="text-atlas-text font-medium">1.02 lakh+</span> women-led ventures.
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<span className="text-atlas-muted/50"> · Source: DPIIT, Tracxn, Crunchbase</span>
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</p>
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</div>
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</div>
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)}
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frontend/src/components/AnalyticsPanel.jsx
CHANGED
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@@ -38,8 +38,8 @@ export default function AnalyticsPanel({ onClose }) {
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<div className="glass rounded-2xl shadow-2xl w-full max-w-3xl max-h-[85vh] flex flex-col overflow-hidden">
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<div className="flex items-center justify-between px-4 sm:px-6 py-3 sm:py-4 border-b border-atlas-border flex-shrink-0">
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<div>
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-
<h2 className="text-base sm:text-lg font-bold text-atlas-text">📊
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-
<p className="text-[10px] sm:text-xs text-atlas-muted mt-0.5">
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</div>
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<button onClick={onClose} className="p-2 hover:bg-atlas-surface rounded-lg transition-colors">
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<X size={20} className="text-atlas-muted" />
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@@ -71,11 +71,20 @@ export default function AnalyticsPanel({ onClose }) {
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<>
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{activeTab === 'overview' && overview && (
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<>
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<div className="grid grid-cols-2 sm:grid-cols-4 gap-2 sm:gap-3">
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-
<StatCard label="
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<StatCard label="Unicorns" value={overview.unicorn_count} color="#F97316" />
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-
<StatCard label="Women-led" value={overview.women_led_count} color="#EC4899" />
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-
<StatCard label="Funding" value={overview.total_funding_display} color="#F59E0B" />
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</div>
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{/* Entity Type Pie Chart */}
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@@ -113,7 +122,7 @@ export default function AnalyticsPanel({ onClose }) {
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{activeTab === 'sectors' && sectorData && (
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<div>
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-
<h3 className="text-sm font-semibold text-atlas-muted uppercase mb-3">
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<div className="h-72 sm:h-96">
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<ResponsiveContainer width="100%" height="100%">
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<BarChart data={sectorData.slice(0, 15).map(s => ({ name: s.sector.replace('_', ' '), count: s.count, funding: s.total_employees }))} layout="vertical" margin={{ left: 80, right: 20 }}>
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@@ -125,7 +134,6 @@ export default function AnalyticsPanel({ onClose }) {
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</ResponsiveContainer>
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</div>
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-
{/* Sector cards below chart */}
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<div className="space-y-2 mt-4">
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{sectorData.slice(0, 10).map((s, i) => (
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<div key={s.sector} className="flex items-center gap-3 bg-atlas-surface/30 rounded-lg px-3 py-2">
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@@ -142,7 +150,7 @@ export default function AnalyticsPanel({ onClose }) {
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{activeTab === 'geography' && overview && (
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<div className="space-y-6">
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<div>
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-
<h3 className="text-sm font-semibold text-atlas-muted uppercase mb-3">Top States</h3>
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<div className="h-64 sm:h-80">
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<ResponsiveContainer width="100%" height="100%">
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<BarChart data={(overview.top_states || []).map(s => ({ name: s.state, count: s.count }))} layout="vertical" margin={{ left: 90, right: 20 }}>
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@@ -160,7 +168,7 @@ export default function AnalyticsPanel({ onClose }) {
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</div>
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<div>
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-
<h3 className="text-sm font-semibold text-atlas-muted uppercase mb-3">Top Cities</h3>
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<div className="grid grid-cols-2 gap-2">
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{(overview.top_cities || []).map((c, i) => (
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<div key={c.city} className="bg-atlas-surface/40 rounded-lg px-3 py-2 border border-atlas-border/30">
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@@ -178,7 +186,7 @@ export default function AnalyticsPanel({ onClose }) {
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{activeTab === 'trends' && overview && (
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<div>
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-
<h3 className="text-sm font-semibold text-atlas-muted uppercase mb-3">Founding Trend (2005–Present)</h3>
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{overview.founding_trend?.length > 0 && (
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<div className="h-56 sm:h-72">
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<ResponsiveContainer width="100%" height="100%">
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@@ -192,7 +200,7 @@ export default function AnalyticsPanel({ onClose }) {
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<XAxis dataKey="founded_year" stroke="#64748B" fontSize={10} />
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<YAxis stroke="#64748B" fontSize={10} />
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<Tooltip content={<CustomTooltip />} />
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-
<Area type="monotone" dataKey="count" name="
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</AreaChart>
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</ResponsiveContainer>
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</div>
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<div className="glass rounded-2xl shadow-2xl w-full max-w-3xl max-h-[85vh] flex flex-col overflow-hidden">
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<div className="flex items-center justify-between px-4 sm:px-6 py-3 sm:py-4 border-b border-atlas-border flex-shrink-0">
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<div>
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+
<h2 className="text-base sm:text-lg font-bold text-atlas-text">📊 Analytics</h2>
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+
<p className="text-[10px] sm:text-xs text-atlas-muted mt-0.5">Curated dataset — not total Indian ecosystem</p>
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</div>
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<button onClick={onClose} className="p-2 hover:bg-atlas-surface rounded-lg transition-colors">
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<X size={20} className="text-atlas-muted" />
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<>
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{activeTab === 'overview' && overview && (
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<>
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+
{/* Disclaimer */}
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<div className="bg-amber-500/5 border border-amber-500/10 rounded-lg px-3 py-2">
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<p className="text-[10px] text-amber-400/80">
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⚠ Curated dataset of {overview.total_entities?.toLocaleString()} mapped entities.
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India has 223,000+ DPIIT-recognized startups and 102,000+ women-led ventures.
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Figures below reflect our database only.
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</p>
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</div>
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+
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<div className="grid grid-cols-2 sm:grid-cols-4 gap-2 sm:gap-3">
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<StatCard label="Mapped" value={overview.total_entities?.toLocaleString()} color="#6366F1" />
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<StatCard label="Unicorns" value={overview.unicorn_count} color="#F97316" />
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+
<StatCard label="Women-led*" value={overview.women_led_count} color="#EC4899" />
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<StatCard label="Funding*" value={overview.total_funding_display} color="#F59E0B" />
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</div>
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{/* Entity Type Pie Chart */}
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{activeTab === 'sectors' && sectorData && (
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<div>
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+
<h3 className="text-sm font-semibold text-atlas-muted uppercase mb-3">Mapped Entities by Sector</h3>
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<div className="h-72 sm:h-96">
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<ResponsiveContainer width="100%" height="100%">
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<BarChart data={sectorData.slice(0, 15).map(s => ({ name: s.sector.replace('_', ' '), count: s.count, funding: s.total_employees }))} layout="vertical" margin={{ left: 80, right: 20 }}>
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</ResponsiveContainer>
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</div>
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<div className="space-y-2 mt-4">
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{sectorData.slice(0, 10).map((s, i) => (
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<div key={s.sector} className="flex items-center gap-3 bg-atlas-surface/30 rounded-lg px-3 py-2">
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{activeTab === 'geography' && overview && (
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<div className="space-y-6">
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<div>
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+
<h3 className="text-sm font-semibold text-atlas-muted uppercase mb-3">Top States (mapped)</h3>
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<div className="h-64 sm:h-80">
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<ResponsiveContainer width="100%" height="100%">
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<BarChart data={(overview.top_states || []).map(s => ({ name: s.state, count: s.count }))} layout="vertical" margin={{ left: 90, right: 20 }}>
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</div>
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<div>
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+
<h3 className="text-sm font-semibold text-atlas-muted uppercase mb-3">Top Cities (mapped)</h3>
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<div className="grid grid-cols-2 gap-2">
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{(overview.top_cities || []).map((c, i) => (
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<div key={c.city} className="bg-atlas-surface/40 rounded-lg px-3 py-2 border border-atlas-border/30">
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{activeTab === 'trends' && overview && (
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<div>
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+
<h3 className="text-sm font-semibold text-atlas-muted uppercase mb-3">Founding Trend (mapped entities, 2005–Present)</h3>
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{overview.founding_trend?.length > 0 && (
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<div className="h-56 sm:h-72">
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<ResponsiveContainer width="100%" height="100%">
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<XAxis dataKey="founded_year" stroke="#64748B" fontSize={10} />
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<YAxis stroke="#64748B" fontSize={10} />
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<Tooltip content={<CustomTooltip />} />
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+
<Area type="monotone" dataKey="count" name="Founded" stroke="#F97316" strokeWidth={2} fill="url(#colorCount)" />
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</AreaChart>
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</ResponsiveContainer>
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</div>
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frontend/src/components/EntityDetail.jsx
CHANGED
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@@ -13,10 +13,8 @@ const ENTITY_LABELS = {
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function formatFunding(v) {
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if (!v || v === 0) return 'Bootstrapped'
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const cr = v / 10000000
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-
if (cr >= 100000) return `₹${(cr/100000).toFixed(1)} Lakh Cr`
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if (cr >= 10000) return `₹${(cr/100000).toFixed(2)} Lakh Cr`
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-
if (cr >=
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-
if (cr >= 100) return `₹${cr.toFixed(0)} Cr`
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if (cr >= 1) return `₹${cr.toFixed(1)} Cr`
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return `₹${(v/100000).toFixed(0)} L`
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}
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function formatFunding(v) {
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if (!v || v === 0) return 'Bootstrapped'
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const cr = v / 10000000
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if (cr >= 10000) return `₹${(cr/100000).toFixed(2)} Lakh Cr`
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+
if (cr >= 100) return `₹${cr.toLocaleString('en-IN', { maximumFractionDigits: 0 })} Cr`
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if (cr >= 1) return `₹${cr.toFixed(1)} Cr`
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return `₹${(v/100000).toFixed(0)} L`
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}
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frontend/src/components/SearchBar.jsx
CHANGED
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@@ -100,7 +100,14 @@ export default function SearchBar({ value, onChange, onEntitySelect }) {
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</div>
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</div>
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{s.funding_crores > 0 && (
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-
<span className="text-[10px] text-atlas-muted/60 flex-shrink-0">
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)}
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</button>
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))}
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</div>
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</div>
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{s.funding_crores > 0 && (
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+
<span className="text-[10px] text-atlas-muted/60 flex-shrink-0">
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+
{s.funding_crores >= 10000
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+
? `₹${(s.funding_crores / 100000).toFixed(2)} L Cr`
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+
: s.funding_crores >= 100
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+
? `₹${s.funding_crores.toLocaleString('en-IN')} Cr`
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+
: `₹${s.funding_crores.toFixed(1)} Cr`
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+
}
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+
</span>
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)}
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</button>
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))}
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frontend/src/components/StatsBar.jsx
CHANGED
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@@ -13,16 +13,16 @@ export default function StatsBar({ overview, viewportSummary, featureCount, load
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desc: 'Entities visible on map',
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},
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{
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-
label: '
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value: overview.total_entities,
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icon: '🏢',
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-
desc: '
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},
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{
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label: 'Startups',
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value: overview.by_type?.startup || 0,
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icon: '🚀',
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-
desc: '
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},
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{
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label: 'Unicorns',
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@@ -34,13 +34,13 @@ export default function StatsBar({ overview, viewportSummary, featureCount, load
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| 34 |
label: 'Women-led',
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| 35 |
value: overview.women_led_count || 0,
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| 36 |
icon: '👩',
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| 37 |
-
desc: '
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},
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{
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label: 'Funding',
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| 41 |
value: overview.total_funding_display,
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icon: '💰',
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-
desc: '
|
| 44 |
isText: true,
|
| 45 |
},
|
| 46 |
]
|
|
|
|
| 13 |
desc: 'Entities visible on map',
|
| 14 |
},
|
| 15 |
{
|
| 16 |
+
label: 'Mapped',
|
| 17 |
value: overview.total_entities,
|
| 18 |
icon: '🏢',
|
| 19 |
+
desc: 'Curated entities in our database',
|
| 20 |
},
|
| 21 |
{
|
| 22 |
label: 'Startups',
|
| 23 |
value: overview.by_type?.startup || 0,
|
| 24 |
icon: '🚀',
|
| 25 |
+
desc: 'Mapped startups (India has 223K+ DPIIT-registered)',
|
| 26 |
},
|
| 27 |
{
|
| 28 |
label: 'Unicorns',
|
|
|
|
| 34 |
label: 'Women-led',
|
| 35 |
value: overview.women_led_count || 0,
|
| 36 |
icon: '👩',
|
| 37 |
+
desc: 'In our dataset (India has 102K+ women-led startups)',
|
| 38 |
},
|
| 39 |
{
|
| 40 |
label: 'Funding',
|
| 41 |
value: overview.total_funding_display,
|
| 42 |
icon: '💰',
|
| 43 |
+
desc: 'Mapped entities only — not total Indian startup funding',
|
| 44 |
isText: true,
|
| 45 |
},
|
| 46 |
]
|