Datasets:
LegionIntel
/
named_entity_recognition_document_context

Dataset card Data Studio Files
xet
 Community
1
document_id
int32
0
50k
sentence_id
int32
0
98
tokens
listlengths
1
691
ner_tags
listlengths
1
691
2,137
6
[ "remember", ",", "we", "need", "all", "hands", "on", "deck", "for", "the", "beta", "release", "on", "11/01", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43, 0 ]
2,137
7
[ "any", "blockers", ",", "ping", "me", "asap", "." ]
[ 0, 0, 0, 0, 0, 0, 0 ]
2,137
8
[ "let", "'s", "crush", "this", "!" ]
[ 0, 0, 0, 0, 0 ]
2,137
9
[ "cheers", ",", "alex" ]
[ 0, 0, 0 ]
2,138
0
[ "📢", "*", "*", "travel", "packing", "list", "generator", "update", "*", "*", "📢", "hey", "team", ",", "heads", "up", "!" ]
[ 0, 0, 0, 39, 40, 40, 40, 40, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,138
1
[ "our", "new", "travel", "packing", "list", "generator", "(", "tplg", ")", "v2.3", "is", "live", "as", "of", "10/15/2023", "14:00", "utc", "." ]
[ 0, 0, 39, 40, 40, 40, 0, 39, 0, 0, 0, 0, 0, 0, 43, 44, 44, 0 ]
2,138
2
[ "this", "tool", "is", "optimized", "for", "all", "your", "travel", "prep", "needs", ",", "whether", "you", "'re", "jetting", "off", "for", "a", "weekend", "or", "embarking", "on", "a", "month-long", "expedition", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,138
3
[ "key", "features", ":", "-", "*", "*", "dynamic", "item", "suggestions", "*", "*", ":", "based", "on", "destination", ",", "duration", ",", "and", "activities", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,138
4
[ "no", "more", "overpacking", "!" ]
[ 0, 0, 0, 0 ]
2,138
5
[ "-", "*", "*", "weather", "integration", "*", "*", ":", "real-time", "weather", "data", "sync", "for", "precise", "clothing", "recommendations", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,138
6
[ "-", "*", "*", "customizable", "lists", "*", "*", ":", "add/remove", "items", "on-the-fly", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,138
7
[ "save", "your", "presets", "for", "future", "trips", "." ]
[ 0, 0, 0, 0, 0, 0, 0 ]
2,138
8
[ "-", "*", "*", "multi-device", "sync", "*", "*", ":", "access", "your", "lists", "on", "mobile", ",", "tablet", ",", "and", "desktop", "." ]
[ 0, 0, 0, 39, 40, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,138
9
[ "seamless", "integration", "with", "ios", "and", "android", "." ]
[ 0, 0, 0, 39, 0, 39, 0 ]
2,138
10
[ "-", "*", "*", "offline", "mode", "*", "*", ":", "generate", "and", "access", "lists", "without", "internet", "connectivity", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,138
11
[ "perfect", "for", "those", "remote", "adventures", "." ]
[ 0, 0, 0, 0, 0, 0 ]
2,138
12
[ "pro", "tip", ":", "enable", "the", "``", "essentials", "only", "''", "filter", "for", "minimalist", "packing", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,138
13
[ "happy", "travels", "!" ]
[ 0, 0, 0 ]
2,138
14
[ "🌍✈️", "cheers", ",", "the", "dev", "team" ]
[ 0, 0, 0, 0, 0, 0 ]
2,139
0
[ "*", "*", "subject", ":", "exclusive", "invitation", "to", "join", "our", "premier", "loyalty", "program", "*", "*", "dear", "valued", "patron", ",", "we", "are", "delighted", "to", "extend", "an", "exclusive", "invitation", "to", "you", "to", "join", "our...
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 89, 90, 0, 0, 0, 0 ]
2,139
1
[ "as", "a", "distinguished", "guest", ",", "your", "continued", "patronage", "has", "not", "gone", "unnoticed", ",", "and", "we", "wish", "to", "express", "our", "gratitude", "through", "this", "bespoke", "initiative", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,139
2
[ "the", "gourmet", "haven", "loyalty", "program", "(", "ghlp", ")", "offers", "unparalleled", "benefits", "designed", "to", "enhance", "your", "dining", "experience", "." ]
[ 0, 89, 90, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,139
3
[ "members", "will", "enjoy", "a", "10", "%", "discount", "on", "all", "à", "la", "carte", "menu", "items", ",", "priority", "reservations", ",", "and", "complimentary", "access", "to", "our", "monthly", "wine-tasting", "events", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,139
4
[ "additionally", ",", "ghlp", "members", "will", "receive", "a", "personalized", "birthday", "celebration", "package", ",", "including", "a", "complimentary", "dessert", "and", "a", "bottle", "of", "our", "finest", "house", "wine", "." ]
[ 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,139
5
[ "enrollment", "in", "ghlp", "is", "seamless", "." ]
[ 0, 0, 25, 0, 0, 0 ]
2,139
6
[ "simply", "present", "this", "letter", "at", "your", "next", "visit", ",", "and", "our", "staff", "will", "assist", "you", "in", "completing", "the", "registration", "process", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,139
7
[ "your", "membership", "will", "be", "activated", "immediately", ",", "allowing", "you", "to", "start", "enjoying", "the", "benefits", "right", "away", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,139
8
[ "please", "note", "that", "this", "invitation", "is", "valid", "until", "december", "31", ",", "2023", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 96, 96, 0 ]
2,139
9
[ "we", "encourage", "you", "to", "take", "advantage", "of", "this", "opportunity", "promptly", "to", "maximize", "your", "benefits", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,139
10
[ "for", "any", "inquiries", "or", "further", "assistance", ",", "do", "not", "hesitate", "to", "contact", "our", "customer", "relations", "manager", ",", "ms.", "emily", "johnson", ",", "at", "ejohnson", "@", "gourmethaven.com", "or", "call", "(", "555", ")",...
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,139
11
[ "we", "look", "forward", "to", "welcoming", "you", "as", "a", "member", "of", "the", "ghlp", "and", "continuing", "to", "provide", "you", "with", "exceptional", "dining", "experiences", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,139
12
[ "warm", "regards", ",", "james", "anderson", "general", "manager", "gourmet", "haven", "janderson", "@", "gourmethaven.com", "(", "555", ")", "987-6543" ]
[ 0, 0, 0, 0, 0, 0, 0, 89, 90, 0, 0, 0, 0, 0, 0, 0 ]
2,140
0
[ "dear", "team", ",", "please", "be", "informed", "that", "the", "personal", "goal", "setting", "and", "tracking", "application", "(", "pgsta", ")", "will", "undergo", "a", "scheduled", "update", "on", "2023-11-15", "at", "02:00", "utc", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 39, 40, 40, 40, 40, 40, 0, 39, 0, 0, 0, 0, 0, 0, 0, 43, 44, 44, 44, 0 ]
2,140
1
[ "this", "update", "will", "introduce", "several", "enhancements", "aimed", "at", "improving", "user", "experience", "and", "system", "performance", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,140
2
[ "key", "features", "include", ":", "1", "." ]
[ 0, 0, 0, 0, 0, 0 ]
2,140
3
[ "*", "*", "enhanced", "goal", "tracking", "*", "*", ":", "users", "can", "now", "set", "smart", "(", "specific", ",", "measurable", ",", "achievable", ",", "relevant", ",", "time-bound", ")", "goals", "with", "detailed", "progress", "metrics", "." ]
[ 0, 0, 101, 102, 102, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,140
4
[ "2", "." ]
[ 0, 0 ]
2,140
5
[ "*", "*", "automated", "reminders", "*", "*", ":", "customizable", "notifications", "for", "goal", "milestones", "and", "deadlines", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,140
6
[ "3", "." ]
[ 0, 0 ]
2,140
7
[ "*", "*", "data", "analytics", "*", "*", ":", "advanced", "analytics", "dashboard", "for", "tracking", "goal", "completion", "rates", "and", "identifying", "trends", "." ]
[ 0, 0, 39, 40, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,140
8
[ "4", "." ]
[ 0, 0 ]
2,140
9
[ "*", "*", "integration", "*", "*", ":", "seamless", "integration", "with", "google", "calendar", "and", "microsoft", "outlook", "for", "synchronized", "scheduling", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 39, 40, 0, 39, 40, 0, 0, 0, 0 ]
2,140
10
[ "5", "." ]
[ 0, 0 ]
2,140
11
[ "*", "*", "user", "interface", "(", "ui", ")", "improvements", "*", "*", ":", "streamlined", "navigation", "and", "improved", "accessibility", "features", "." ]
[ 0, 0, 39, 40, 40, 40, 40, 40, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,140
12
[ "please", "ensure", "all", "data", "is", "backed", "up", "prior", "to", "the", "update", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,140
13
[ "the", "system", "will", "be", "offline", "for", "approximately", "2", "hours", "during", "this", "period", "." ]
[ 0, 0, 0, 0, 0, 0, 95, 96, 96, 0, 0, 0, 0 ]
2,140
14
[ "post-update", ",", "users", "are", "advised", "to", "clear", "their", "cache", "to", "avoid", "any", "potential", "issues", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,140
15
[ "for", "further", "assistance", ",", "contact", "the", "it", "support", "team", "at", "support", "@", "pgsta.com", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,140
16
[ "best", "regards", ",", "john", "doe", "project", "manager", ",", "pgsta", "development", "team" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 39, 0, 0 ]
2,141
0
[ "*", "*", "broadcast", ":", "government", "policy", "implementation", "plan", "*", "*", "*", "*", "subject", ":", "implementation", "of", "the", "national", "digital", "infrastructure", "enhancement", "policy", "(", "ndiep", ")", "*", "*", "*", "*", "date", ...
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 45, 46, 46, 46, 46, 0, 45, 0, 0, 0, 0, 0, 0, 0, 63, 64, 64, 64, 64, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
2,141
1
[ "*", "*", "objective", "*", "*", ":", "the", "ndiep", "aims", "to", "augment", "the", "nation", "'s", "digital", "infrastructure", "to", "support", "advanced", "technological", "integration", ",", "enhance", "cybersecurity", "measures", ",", "and", "ensure", "...
[ 0, 0, 0, 0, 0, 0, 0, 45, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,141
2
[ "2", "." ]
[ 0, 0 ]
2,141
3
[ "*", "*", "timeline", "and", "milestones", "*", "*", ":", "-", "*", "*", "phase", "i", "(", "q4", "2023", "-", "q2", "2024", ")", "*", "*", ":", "conduct", "comprehensive", "audits", "of", "existing", "digital", "infrastructure", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,141
4
[ "all", "departments", "must", "submit", "audit", "reports", "by", "2024-03-31", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 95, 0 ]
2,141
5
[ "-", "*", "*", "phase", "ii", "(", "q3", "2024", "-", "q1", "2025", ")", "*", "*", ":", "initiate", "infrastructure", "upgrades", ",", "focusing", "on", "high-priority", "areas", "identified", "in", "phase", "i", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,141
6
[ "progress", "reports", "are", "due", "bi-monthly", ",", "starting", "2024-07-01", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 95, 0 ]
2,141
7
[ "-", "*", "*", "phase", "iii", "(", "q2", "2025", "-", "q4", "2025", ")", "*", "*", ":", "full-scale", "deployment", "of", "enhanced", "infrastructure", "and", "final", "integration", "of", "cybersecurity", "protocols", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,141
8
[ "completion", "and", "final", "assessment", "by", "2025-12-31", "." ]
[ 0, 0, 0, 0, 0, 95, 0 ]
2,141
9
[ "3", "." ]
[ 0, 0 ]
2,141
10
[ "*", "*", "budget", "allocation", "*", "*", ":", "the", "ministry", "of", "finance", "has", "allocated", "a", "total", "of", "$", "5", "billion", "for", "the", "ndiep", ",", "distributed", "as", "follows", ":", "-", "*", "*", "phase", "i", "*", "*", ...
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 45, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,141
11
[ "*", "*", "key", "performance", "indicators", "(", "kpis", ")", "*", "*", ":", "-", "*", "*", "infrastructure", "audit", "completion", "rate", "*", "*", ":", "100", "%", "by", "2024-03-31", "-", "*", "*", "upgrade", "implementation", "rate", "*", "*", ...
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 0, 0 ]
2,141
12
[ "*", "*", "inter-agency", "collaboration", "*", "*", ":", "all", "departments", "are", "required", "to", "collaborate", "with", "the", "national", "cybersecurity", "agency", "(", "nca", ")", "and", "the", "department", "of", "digital", "transformation", "(", "...
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 45, 0, 0 ]
2,141
13
[ "6", "." ]
[ 0, 0 ]
2,141
14
[ "*", "*", "reporting", "and", "accountability", "*", "*", ":", "monthly", "progress", "reports", "must", "be", "submitted", "to", "the", "ndiep", "oversight", "committee", ",", "chaired", "by", "the", "minister", "of", "digital", "affairs", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 45, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,141
15
[ "non-compliance", "or", "delays", "will", "be", "subject", "to", "review", "and", "potential", "reallocation", "of", "resources", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,141
16
[ "7", "." ]
[ 0, 0 ]
2,141
17
[ "*", "*", "training", "and", "capacity", "building", "*", "*", ":", "a", "series", "of", "mandatory", "training", "sessions", "will", "be", "conducted", "by", "the", "ddt", "starting", "2023-11-01", "to", "equip", "all", "relevant", "personnel", "with", "the...
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,141
18
[ "for", "further", "details", ",", "refer", "to", "the", "ndiep", "implementation", "manual", "(", "document", "id", ":", "ndiep-2023-001", ")", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 45, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,141
19
[ "all", "queries", "should", "be", "directed", "to", "the", "ndiep", "coordination", "office", "via", "email", "at", "ndiep-co", "@", "digital.gov", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 45, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,141
20
[ "*", "*", "end", "of", "broadcast", "*", "*" ]
[ 0, 0, 0, 0, 0, 0, 0 ]
2,142
0
[ "subject", ":", "q3", "marketing", "analytics", "report", "dear", "team", ",", "please", "find", "below", "the", "q3", "marketing", "analytics", "report", "for", "your", "review", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,142
1
[ "the", "data", "indicates", "a", "significant", "uptick", "in", "ctr", "and", "cpc", "metrics", ",", "with", "a", "notable", "15", "%", "increase", "in", "overall", "engagement", "rates", "compared", "to", "q2", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,142
2
[ "our", "ppc", "campaigns", ",", "particularly", "the", "google", "ads", "initiative", "launched", "on", "15th", "july", "2023", ",", "have", "yielded", "a", "20", "%", "improvement", "in", "roi", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 96, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,142
3
[ "however", ",", "there", "is", "a", "concerning", "5", "%", "decline", "in", "organic", "traffic", ",", "which", "warrants", "immediate", "attention", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,142
4
[ "additionally", ",", "the", "social", "media", "channels", "have", "shown", "mixed", "results", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,142
5
[ "facebook", "ad", "impressions", "have", "surged", "by", "25", "%", ",", "while", "twitter", "engagement", "has", "plateaued", "." ]
[ 39, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,142
6
[ "the", "email", "marketing", "campaign", "executed", "on", "1st", "august", "2023", "achieved", "a", "10", "%", "open", "rate", ",", "surpassing", "the", "industry", "benchmark", "of", "8", "%", "." ]
[ 0, 0, 0, 0, 0, 0, 95, 96, 96, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,142
7
[ "please", "review", "the", "attached", "detailed", "analytics", "dashboard", "for", "further", "insights", "and", "action", "items", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,142
8
[ "we", "will", "discuss", "these", "findings", "in", "the", "upcoming", "strategy", "meeting", "scheduled", "for", "10:00", "am", "on", "5th", "october", "2023", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 96, 96, 96, 96, 0 ]
2,142
9
[ "best", "regards", ",", "[", "your", "name", "]", "marketing", "analytics", "team" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,144
0
[ "#", "university", "research", "methodology", "guide", "for", "students", "#", "#", "introduction", "hey", "there", ",", "future", "researchers", "!" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,144
1
[ "welcome", "to", "your", "go-to", "guide", "for", "navigating", "the", "wild", "world", "of", "research", "methodology", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,144
2
[ "whether", "you", "'re", "diving", "into", "qualitative", ",", "quantitative", ",", "or", "mixed", "methods", ",", "this", "manual", "'s", "got", "you", "covered", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,144
3
[ "let", "'s", "get", "started", "!" ]
[ 0, 0, 0, 0, 0 ]
2,144
4
[ "#", "#", "step", "1", ":", "define", "your", "research", "question", "first", "things", "first", ",", "nail", "down", "your", "research", "question", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,144
5
[ "this", "is", "your", "north", "star", "." ]
[ 0, 0, 0, 0, 0, 0 ]
2,144
6
[ "make", "it", "specific", ",", "measurable", ",", "and", "researchable", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,144
7
[ "for", "example", ",", "``", "how", "does", "social", "media", "usage", "affect", "academic", "performance", "among", "undergraduates", "at", "xyz", "university", "?", "''" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 117, 118, 0, 0 ]
2,144
8
[ "#", "#", "step", "2", ":", "literature", "review", "next", "up", ",", "hit", "the", "books", "(", "or", "databases", ")", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,144
9
[ "conduct", "a", "thorough", "literature", "review", "to", "see", "what", "'s", "already", "out", "there", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,144
10
[ "use", "databases", "like", "jstor", ",", "pubmed", ",", "and", "google", "scholar", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 39, 40, 0 ]
2,144
11
[ "aim", "to", "review", "at", "least", "20-30", "sources", "." ]
[ 0, 0, 0, 0, 0, 43, 0, 0 ]
2,144
12
[ "pro", "tip", ":", "use", "a", "reference", "manager", "like", "endnote", "or", "zotero", "to", "keep", "track", "of", "your", "citations", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 39, 0, 39, 0, 0, 0, 0, 0, 0, 0 ]
2,144
13
[ "#", "#", "step", "3", ":", "choose", "your", "methodology", "now", ",", "decide", "on", "your", "methodology", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,144
14
[ "are", "you", "going", "qualitative", "with", "interviews", "and", "focus", "groups", ",", "or", "quantitative", "with", "surveys", "and", "experiments", "?" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,144
15
[ "maybe", "a", "mix", "of", "both", "?" ]
[ 0, 0, 0, 0, 0, 0 ]
2,144
16
[ "each", "has", "its", "pros", "and", "cons", ",", "so", "choose", "wisely", "based", "on", "your", "research", "question", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,144
17
[ "#", "#", "step", "4", ":", "data", "collection", "time", "to", "gather", "your", "data", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,144
18
[ "if", "you", "'re", "conducting", "surveys", ",", "tools", "like", "surveymonkey", "or", "google", "forms", "are", "your", "friends", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
2,144
19
[ "for", "interviews", ",", "consider", "recording", "them", "(", "with", "permission", ",", "of", "course", ")", "for", "accuracy", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]