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nodes_relationships.py
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from langchain_community.graphs.graph_document import Node, Relationship
nodes = {
"node1": Node(id="Stress", type="Concept"),
"node2": Node(id="Heart Disease", type="Disease"),
"node3": Node(id="Burnout", type="Condition"),
"node4": Node(id="Mental Health", type="Aspect"),
"node5": Node(id="Physical Activity", type="Behavior"),
"node6": Node(id="Job Satisfaction", type="Emotional state"),
"node7": Node(id="Obesity", type="Condition"),
"node8": Node(id="Aging", type="Condition"),
"node9": Node(id="Diet", type="Condition"),
"node10": Node(id="Inflammation", type="Condition"),
"node11": Node(id="Genetics", type="Biological factor"),
"node12": Node(id="Depression", type="Condition"),
"node13": Node(id="Exercise", type="Lifestyle factor"),
"node14": Node(id="Memory", type="Condition"),
"node15": Node(id="Exercise", type="Factor"),
"node16": Node(id="Depression", type="Mental condition"),
"node17": Node(id="Employee Turnover", type="Outcome"),
"node18": Node(id="Social Support", type="Social factor"),
"node19": Node(id="Cognitive Function", type="Condition"),
"node20": Node(id="Job Satisfaction", type="Condition"),
"node21": Node(id="Social Support", type="Behavior"),
"node22": Node(id="Work Environment", type="Factor"),
"node23": Node(id="Job Satisfaction", type="Workplace factor"),
"node24": Node(id="Job Satisfaction", type="Psychological factor"),
"node25": Node(id="Immune System", type="Biological system"),
"node26": Node(id="Social Support", type="Factor"),
"node27": Node(id="Immune System", type="System"),
"node28": Node(id="Diet", type="Behavior"),
"node29": Node(id="Physical Health", type="Health aspect"),
"node30": Node(id="Productivity", type="Outcome"),
"node31": Node(id="Anxiety", type="Emotional state"),
"node32": Node(id="Sleep Quality", type="Health aspect"),
"node33": Node(id="Cortisol", type="Hormone"),
"node34": Node(id="Diet", type="Lifestyle factor"),
"node35": Node(id="Diet", type="Factor"),
"node36": Node(id="Social Relationships", type="Condition"),
"node37": Node(id="Mental Health", type="Health aspect"),
"node38": Node(id="Social Support", type="Aspect"),
"node39": Node(id="Work Environment", type="Environment"),
"node40": Node(id="Physical Health", type="Condition"),
"node41": Node(id="Exercise", type="Activity"),
"node42": Node(id="Physical Activity", type="Activity"),
"node43": Node(id="Cognitive Function", type="Function"),
"node44": Node(id="Sleep Quality", type="Condition"),
"node45": Node(id="Anxiety", type="Condition"),
"node46": Node(id="Mental Health", type="Condition"),
"node47": Node(id="Heart Rate", type="Physiological measure"),
"node48": Node(id="Anxiety", type="Mental condition"),
"node49": Node(id="Smoking", type="Activity"),
"node50": Node(id="Diet", type="Aspect"),
"node51": Node(id="Genetics", type="Factor"),
"node52": Node(id="Blood Pressure", type="Physiological measure"),
"node53": Node(id="Stress", type="Condition"),
"node54": Node(id="Social Support", type="Activity"),
"node55": Node(id="Heart Disease", type="Condition"),
"node56": Node(id="Smoking", type="Lifestyle"),
"node57": Node(id="Genetics", type="Aspect"),
"node58": Node(id="Diet", type="Activity"),
"node59": Node(id="Blood Pressure", type="Condition"),
"node60": Node(id="Alcohol Consumption", type="Activity"),
"node61": Node(id="Inflammation", type="Biological process"),
"node62": Node(id="Productivity", type="Condition"),
"node63": Node(id="Alcohol Consumption", type="Lifestyle"),
"node64": Node(id="Work Environment", type="Condition"),
"node65": Node(id="Diet", type="Lifestyle"),
"node66": Node(id="Diabetes", type="Disease"),
"node67": Node(id="Learning", type="Condition"),
"node68": Node(id="Work Performance", type="Condition"),
"node69": Node(id="Depression", type="Emotional state"),
"node70": Node(id="Sleep Quality", type="Aspect"),
"node71": Node(id="Social Support", type="Condition"),
}
links = {
"rel1": Relationship(
source=Node(id="Immune System", type="System"),
target=Node(id="Inflammation", type="Condition"),
type="REDUCES",
),
"rel2": Relationship(
source=Node(id="Inflammation", type="Condition"),
target=Node(id="Heart Disease", type="Disease"),
type="CAUSES",
),
"rel3": Relationship(
source=Node(id="Stress", type="Concept"),
target=Node(id="Sleep Quality", type="Health aspect"),
type="DECREASES",
),
"rel4": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Diet", type="Lifestyle factor"),
type="WORSENS",
),
"rel5": Relationship(
source=Node(id="Job Satisfaction", type="Psychological factor"),
target=Node(id="Stress", type="Condition"),
type="REDUCES",
),
"rel6": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Physical Health", type="Condition"),
type="IMPAIRS",
),
"rel7": Relationship(
source=Node(id="Burnout", type="Condition"),
target=Node(id="Mental Health", type="Condition"),
type="DETERIORATES",
),
"rel8": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Work Environment", type="Environment"),
type="INFLUENCED_BY",
),
"rel9": Relationship(
source=Node(id="Cortisol", type="Hormone"),
target=Node(id="Depression", type="Condition"),
type="INCREASES",
),
"rel10": Relationship(
source=Node(id="Stress", type="Concept"),
target=Node(id="Mental Health", type="Health aspect"),
type="AFFECTS",
),
"rel11": Relationship(
source=Node(id="Diet", type="Factor"),
target=Node(id="Physical Health", type="Condition"),
type="AFFECTS",
),
"rel12": Relationship(
source=Node(id="Alcohol Consumption", type="Activity"),
target=Node(id="Mental Health", type="Condition"),
type="AFFECTS",
),
"rel13": Relationship(
source=Node(id="Mental Health", type="Health aspect"),
target=Node(id="Anxiety", type="Condition"),
type="INCLUDES",
),
"rel14": Relationship(
source=Node(id="Social Support", type="Activity"),
target=Node(id="Sleep Quality", type="Condition"),
type="IMPROVES",
),
"rel15": Relationship(
source=Node(id="Cortisol", type="Hormone"),
target=Node(id="Cognitive Function", type="Condition"),
type="IMPAIRS",
),
"rel16": Relationship(
source=Node(id="Anxiety", type="Condition"),
target=Node(id="Stress", type="Condition"),
type="INCREASES",
),
"rel17": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Aging", type="Condition"),
type="ACCELERATES",
),
"rel18": Relationship(
source=Node(id="Stress", type="Concept"),
target=Node(id="Diet", type="Behavior"),
type="WORSENS",
),
"rel19": Relationship(
source=Node(id="Exercise", type="Activity"),
target=Node(id="Physical Health", type="Condition"),
type="IMPROVES",
),
"rel20": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Job Satisfaction", type="Condition"),
type="REDUCES",
),
"rel21": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Mental Health", type="Condition"),
type="IMPACTS",
),
"rel22": Relationship(
source=Node(id="Diabetes", type="Disease"),
target=Node(id="Heart Disease", type="Disease"),
type="INCREASES_RISK",
),
"rel23": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Work Environment", type="Environment"),
type="WORSENS",
),
"rel24": Relationship(
source=Node(id="Job Satisfaction", type="Emotional state"),
target=Node(id="Burnout", type="Condition"),
type="REDUCES",
),
"rel25": Relationship(
source=Node(id="Stress", type="Concept"),
target=Node(id="Physical Activity", type="Activity"),
type="DECREASES",
),
"rel26": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Social Support", type="Activity"),
type="DECREASES",
),
"rel27": Relationship(
source=Node(id="Social Support", type="Condition"),
target=Node(id="Mental Health", type="Condition"),
type="IMPROVES",
),
"rel28": Relationship(
source=Node(id="Sleep Quality", type="Condition"),
target=Node(id="Physical Health", type="Condition"),
type="AFFECTS",
),
"rel29": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Immune System", type="Biological system"),
type="WEAKENS",
),
"rel30": Relationship(
source=Node(id="Cognitive Function", type="Condition"),
target=Node(id="Stress", type="Condition"),
type="DECREASES",
),
"rel31": Relationship(
source=Node(id="Diet", type="Condition"),
target=Node(id="Stress", type="Condition"),
type="INFLUENCES",
),
"rel32": Relationship(
source=Node(id="Cortisol", type="Hormone"),
target=Node(id="Inflammation", type="Condition"),
type="INCREASES",
),
"rel33": Relationship(
source=Node(id="Stress", type="Concept"),
target=Node(id="Genetics", type="Biological factor"),
type="INFLUENCED_BY",
),
"rel34": Relationship(
source=Node(id="Stress", type="Concept"),
target=Node(id="Sleep Quality", type="Health aspect"),
type="REDUCES",
),
"rel35": Relationship(
source=Node(id="Physical Activity", type="Behavior"),
target=Node(id="Stress", type="Concept"),
type="REDUCES",
),
"rel36": Relationship(
source=Node(id="Diet", type="Activity"),
target=Node(id="Obesity", type="Condition"),
type="AFFECTS",
),
"rel37": Relationship(
source=Node(id="Exercise", type="Activity"),
target=Node(id="Stress", type="Condition"),
type="DECREASES",
),
"rel38": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Physical Health", type="Condition"),
type="AFFECTS",
),
"rel39": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Cortisol", type="Hormone"),
type="INCREASES",
),
"rel40": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Mental Health", type="Health aspect"),
type="WORSENS",
),
"rel41": Relationship(
source=Node(id="Depression", type="Condition"),
target=Node(id="Sleep Quality", type="Condition"),
type="DECREASES",
),
"rel42": Relationship(
source=Node(id="Physical Activity", type="Activity"),
target=Node(id="Blood Pressure", type="Condition"),
type="REDUCES",
),
"rel43": Relationship(
source=Node(id="Sleep Quality", type="Health aspect"),
target=Node(id="Immune System", type="Biological system"),
type="AFFECTS",
),
"rel44": Relationship(
source=Node(id="Inflammation", type="Condition"),
target=Node(id="Heart Disease", type="Disease"),
type="INCREASES_RISK",
),
"rel45": Relationship(
source=Node(id="Job Satisfaction", type="Emotional state"),
target=Node(id="Mental Health", type="Health aspect"),
type="IMPROVES",
),
"rel46": Relationship(
source=Node(id="Social Support", type="Social factor"),
target=Node(id="Stress", type="Condition"),
type="DECREASES",
),
"rel47": Relationship(
source=Node(id="Mental Health", type="Health aspect"),
target=Node(id="Sleep Quality", type="Health aspect"),
type="AFFECTS",
),
"rel48": Relationship(
source=Node(id="Diet", type="Activity"),
target=Node(id="Inflammation", type="Condition"),
type="INFLUENCES",
),
"rel49": Relationship(
source=Node(id="Smoking", type="Activity"),
target=Node(id="Physical Health", type="Condition"),
type="AFFECTS",
),
"rel50": Relationship(
source=Node(id="Physical Activity", type="Activity"),
target=Node(id="Anxiety", type="Condition"),
type="REDUCES",
),
"rel51": Relationship(
source=Node(id="Productivity", type="Outcome"),
target=Node(id="Employee Turnover", type="Outcome"),
type="INCREASES",
),
"rel52": Relationship(
source=Node(id="Stress", type="Concept"),
target=Node(id="Mental Health", type="Health aspect"),
type="WORSENS",
),
"rel53": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Cognitive Function", type="Function"),
type="IMPAIRS",
),
"rel54": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Social Support", type="Activity"),
type="REDUCES",
),
"rel55": Relationship(
source=Node(id="Social Support", type="Activity"),
target=Node(id="Heart Disease", type="Disease"),
type="INFLUENCES_RISK",
),
"rel56": Relationship(
source=Node(id="Exercise", type="Lifestyle factor"),
target=Node(id="Physical Health", type="Condition"),
type="IMPROVES",
),
"rel57": Relationship(
source=Node(id="Social Support", type="Activity"),
target=Node(id="Anxiety", type="Condition"),
type="REDUCES",
),
"rel58": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Mental Health", type="Condition"),
type="DETERIORATES",
),
"rel59": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Immune System", type="System"),
type="WEAKENS",
),
"rel60": Relationship(
source=Node(id="Cortisol", type="Hormone"),
target=Node(id="Immune System", type="Biological system"),
type="SUPPRESSES",
),
"rel61": Relationship(
source=Node(id="Diet", type="Factor"),
target=Node(id="Inflammation", type="Condition"),
type="INFLUENCES",
),
"rel62": Relationship(
source=Node(id="Genetics", type="Factor"),
target=Node(id="Stress", type="Condition"),
type="INFLUENCES",
),
"rel63": Relationship(
source=Node(id="Mental Health", type="Condition"),
target=Node(id="Cognitive Function", type="Condition"),
type="INFLUENCES",
),
"rel64": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Diet", type="Activity"),
type="NEGATIVELY_AFFECTS",
),
"rel65": Relationship(
source=Node(id="Cognitive Function", type="Condition"),
target=Node(id="Mental Health", type="Condition"),
type="AFFECTS",
),
"rel66": Relationship(
source=Node(id="Exercise", type="Activity"),
target=Node(id="Stress", type="Condition"),
type="REDUCES",
),
"rel67": Relationship(
source=Node(id="Obesity", type="Condition"),
target=Node(id="Blood Pressure", type="Condition"),
type="INCREASES",
),
"rel68": Relationship(
source=Node(id="Inflammation", type="Condition"),
target=Node(id="Heart Disease", type="Disease"),
type="CONTRIBUTES",
),
"rel69": Relationship(
source=Node(id="Obesity", type="Condition"),
target=Node(id="Heart Disease", type="Disease"),
type="INCREASES_RISK",
),
"rel70": Relationship(
source=Node(id="Stress", type="Condition"),
target=Node(id="Burnout", type="Condition"),
type="INCREASES",
),
"rel71": Relationship(
source=Node(id="Diabetes", type="Disease"),
target=Node(id="Stress", type="Condition"),
type="INCREASES",
),
"rel72": Relationship(
source=Node(id="Social Support", type="Aspect"),
target=Node(id="Stress", type="Condition"),
type="REDUCES",
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