Projection of health worker data in Indonesia during 2015–2017 highlights the need for efficient workforce planning to address rising healthcare demands. This study examines the distribution and projection of ten healthcare professions, including nurses, midwives, pharmacists, and general practitioners, using Google Looker Studio for visualization. Secondary data analysis was utilized to process information obtained from credible sources, ensuring relevance and accuracy. The challenge lies in understanding workforce disparities and predicting future needs to optimize hospital operations effectively. Google Looker Studio was employed to create interactive dashboards, simplifying data interpretation and enhancing decision-making capabilities. Results indicate a continuous increase in healthcare personnel over time, with 2,172 professionals recorded during the observed period. Visualization provides insights into workload distribution and the adequacy of healthcare workers across regions. This research offers a scalable solution for projecting workforce trends and supports long-term healthcare planning in Indonesia
| Word | TW | HV | Detail |
|---|---|---|---|
| 1. status | 107 words | 0.76 | projection : 0.42, and : 0.5, visualization : 0.47, of : 0, health : 0.56, worker : 0, data : 0.44, in : 0, indonesia : 0.43, 2015 : 0, ndash : 0.58, 2017 : 0, using : 0.46, google : 0, looker : 0, studio : 0.73, during : 0, highlights : 0.42, the : 0.5, need : 0, for : 0, efficient : 0, workforce : 0, planning : 0.43, to : 0.56, address : 0.54, rising : 0.44, healthcare : 0.34, demands : 0.54, this : 0.61, study : 0.76, examines : 0.53, distribution : 0.58, ten : 0.5, professions : 0.42, including : 0.43, nurses : 0.44, midwives : 0.43, pharmacists : 0.51, general : 0, practitioners : 0.47, secondary : 0.48, analysis : 0.53, was : 0.5, utilized : 0.43, process : 0.44, information : 0.51, obtained : 0.53, from : 0, credible : 0, sources : 0.68, ensuring : 0.53, relevance : 0.43, accuracy : 0.53, challenge : 0.43, lies : 0.47, understanding : 0.49, disparities : 0.59, predicting : 0.42, future : 0.56, needs : 0.46, optimize : 0.43, hospital : 0.53, operations : 0.49, effectively : 0.42, employed : 0, create : 0.56, interactive : 0.59, dashboards : 0.49, simplifying : 0.48, interpretation : 0.49, enhancing : 0.43, decision : 0.43, making : 0.44, capabilities : 0.5, results : 0.66, indicate : 0.53, a : 0.72, continuous : 0.6, increase : 0.53, personnel : 0.43, over : 0, time : 0.47, with : 0.47, 2 : 0, 172 : 0, professionals : 0.5, recorded : 0, observed : 0.43, period : 0, provides : 0.43, insights : 0.63, into : 0.47, workload : 0, adequacy : 0.53, workers : 0.44, across : 0.56, regions : 0.44, research : 0.53, offers : 0.44, scalable : 0.58, solution : 0.56, projecting : 0.42, trends : 0.56, supports : 0.67, long : 0, term : 0.47 |
| 2. gizi | 107 words | 0.61 | projection : 0.45, and : 0, visualization : 0.55, of : 0, health : 0, worker : 0, data : 0, in : 0.58, indonesia : 0.45, 2015 : 0, ndash : 0, 2017 : 0, using : 0.48, google : 0.52, looker : 0, studio : 0.47, during : 0.47, highlights : 0.57, the : 0, need : 0, for : 0, efficient : 0.57, workforce : 0, planning : 0.46, to : 0, address : 0, rising : 0.61, healthcare : 0, demands : 0, this : 0.5, study : 0, examines : 0.46, distribution : 0.56, ten : 0, professions : 0.45, including : 0.57, nurses : 0, midwives : 0.58, pharmacists : 0.45, general : 0.52, practitioners : 0.55, secondary : 0, analysis : 0.46, was : 0, utilized : 0.6, process : 0, information : 0.45, obtained : 0.46, from : 0, credible : 0.46, sources : 0, ensuring : 0.46, relevance : 0, accuracy : 0, challenge : 0, lies : 0.5, understanding : 0, disparities : 0.56, predicting : 0.57, future : 0, needs : 0, optimize : 0.58, hospital : 0.46, operations : 0.45, effectively : 0.45, employed : 0, create : 0, interactive : 0.45, dashboards : 0, simplifying : 0.56, interpretation : 0.44, enhancing : 0.45, decision : 0.58, making : 0.47, capabilities : 0.56, results : 0, indicate : 0.58, a : 0, continuous : 0.45, increase : 0.46, personnel : 0, over : 0, time : 0.5, with : 0.5, 2 : 0, 172 : 0, professionals : 0.44, recorded : 0, observed : 0, period : 0.47, provides : 0.46, insights : 0.58, into : 0.5, workload : 0, adequacy : 0, workers : 0, across : 0, regions : 0.6, research : 0, offers : 0, scalable : 0, solution : 0.46, projecting : 0.45, trends : 0, supports : 0, long : 0, term : 0 |
| 3. mahsiswa | 107 words | 0.71 | projection : 0.41, and : 0.49, visualization : 0.52, of : 0, health : 0.36, worker : 0, data : 0.46, in : 0, indonesia : 0.57, 2015 : 0, ndash : 0.55, 2017 : 0, using : 0.55, google : 0, looker : 0, studio : 0.53, during : 0.43, highlights : 0.56, the : 0.49, need : 0, for : 0, efficient : 0.41, workforce : 0, planning : 0.5, to : 0, address : 0.6, rising : 0.36, healthcare : 0.45, demands : 0.6, this : 0.6, study : 0.44, examines : 0.58, distribution : 0.31, ten : 0, professions : 0.44, including : 0.41, nurses : 0.53, midwives : 0.63, pharmacists : 0.63, general : 0.42, practitioners : 0.47, secondary : 0.49, analysis : 0.67, was : 0.64, utilized : 0.42, process : 0.51, information : 0.48, obtained : 0.5, from : 0.46, credible : 0.42, sources : 0.51, ensuring : 0.5, relevance : 0.41, accuracy : 0.5, challenge : 0.32, lies : 0.42, understanding : 0.47, disparities : 0.44, predicting : 0.41, future : 0, needs : 0.44, optimize : 0.42, hospital : 0.67, operations : 0.56, effectively : 0.41, employed : 0.42, create : 0.43, interactive : 0.31, dashboards : 0.58, simplifying : 0.38, interpretation : 0.46, enhancing : 0.46, decision : 0.33, making : 0.7, capabilities : 0.43, results : 0.51, indicate : 0.5, a : 0.71, continuous : 0.48, increase : 0.33, personnel : 0.41, over : 0, time : 0.42, with : 0.42, 2 : 0, 172 : 0, professionals : 0.52, recorded : 0, observed : 0.42, period : 0.43, provides : 0.5, insights : 0.54, into : 0, workload : 0.42, adequacy : 0.5, workers : 0.42, across : 0.63, regions : 0.35, research : 0.33, offers : 0.43, scalable : 0.47, solution : 0.5, projecting : 0.41, trends : 0.43, supports : 0.5, long : 0, term : 0.46 |
| 4. program | 107 words | 0.74 | projection : 0.7, and : 0, visualization : 0.41, of : 0.55, health : 0, worker : 0.53, data : 0.46, in : 0, indonesia : 0.5, 2015 : 0, ndash : 0, 2017 : 0, using : 0.45, google : 0.54, looker : 0.54, studio : 0, during : 0.54, highlights : 0.41, the : 0, need : 0, for : 0.48, efficient : 0, workforce : 0.48, planning : 0.56, to : 0.55, address : 0.43, rising : 0.54, healthcare : 0.33, demands : 0.43, this : 0, study : 0, examines : 0.51, distribution : 0.41, ten : 0, professions : 0.7, including : 0, nurses : 0.44, midwives : 0, pharmacists : 0.61, general : 0.52, practitioners : 0.64, secondary : 0.48, analysis : 0.42, was : 0, utilized : 0, process : 0.73, information : 0.48, obtained : 0.51, from : 0.6, credible : 0.42, sources : 0.36, ensuring : 0.42, relevance : 0.5, accuracy : 0.51, challenge : 0.42, lies : 0, understanding : 0.48, disparities : 0.46, predicting : 0.6, future : 0.44, needs : 0, optimize : 0.49, hospital : 0.49, operations : 0.53, effectively : 0, employed : 0.51, create : 0.54, interactive : 0.49, dashboards : 0.41, simplifying : 0.32, interpretation : 0.54, enhancing : 0.42, decision : 0, making : 0.44, capabilities : 0.32, results : 0.43, indicate : 0.42, a : 0, continuous : 0.41, increase : 0.51, personnel : 0.63, over : 0.43, time : 0, with : 0, 2 : 0, 172 : 0, professionals : 0.74, recorded : 0.6, observed : 0.35, period : 0.68, provides : 0.72, insights : 0.42, into : 0.46, workload : 0.49, adequacy : 0.42, workers : 0.51, across : 0.54, regions : 0.51, research : 0.49, offers : 0.54, scalable : 0.42, solution : 0.42, projecting : 0.7, trends : 0.44, supports : 0.6, long : 0.6, term : 0.46 |
| 5. studi | 107 words | 0.97 | projection : 0.43, and : 0.51, visualization : 0.44, of : 0, health : 0, worker : 0, data : 0.48, in : 0, indonesia : 0.54, 2015 : 0, ndash : 0, 2017 : 0, using : 0.47, google : 0, looker : 0, studio : 0.97, during : 0.58, highlights : 0.43, the : 0.51, need : 0.48, for : 0, efficient : 0.44, workforce : 0, planning : 0.44, to : 0.57, address : 0.45, rising : 0.58, healthcare : 0.43, demands : 0.45, this : 0.48, study : 0.92, examines : 0.44, distribution : 0.64, ten : 0.51, professions : 0.43, including : 0.64, nurses : 0.46, midwives : 0.38, pharmacists : 0.43, general : 0, practitioners : 0.52, secondary : 0.59, analysis : 0.44, was : 0, utilized : 0.55, process : 0, information : 0.43, obtained : 0.55, from : 0, credible : 0.55, sources : 0.61, ensuring : 0.66, relevance : 0, accuracy : 0.44, challenge : 0, lies : 0, understanding : 0.54, disparities : 0.46, predicting : 0.53, future : 0.41, needs : 0.47, optimize : 0.55, hospital : 0.55, operations : 0.53, effectively : 0.53, employed : 0, create : 0, interactive : 0.36, dashboards : 0.37, simplifying : 0.57, interpretation : 0.35, enhancing : 0.44, decision : 0.55, making : 0.46, capabilities : 0.43, results : 0.56, indicate : 0.55, a : 0, continuous : 0.52, increase : 0, personnel : 0.44, over : 0, time : 0.48, with : 0.48, 2 : 0, 172 : 0, professionals : 0.52, recorded : 0.44, observed : 0.44, period : 0.41, provides : 0.38, insights : 0.55, into : 0.48, workload : 0, adequacy : 0.38, workers : 0, across : 0, regions : 0.45, research : 0.44, offers : 0, scalable : 0.5, solution : 0.71, projecting : 0.43, trends : 0.58, supports : 0.6, long : 0, term : 0.48 |
| 6. penndidikan | 107 words | 0.74 | projection : 0.63, and : 0.62, visualization : 0.47, of : 0, health : 0.42, worker : 0.42, data : 0.45, in : 0.53, indonesia : 0.65, 2015 : 0, ndash : 0.53, 2017 : 0, using : 0.36, google : 0.42, looker : 0.42, studio : 0.51, during : 0.42, highlights : 0.46, the : 0.47, need : 0.56, for : 0, efficient : 0.52, workforce : 0, planning : 0.72, to : 0, address : 0.46, rising : 0.48, healthcare : 0.46, demands : 0.52, this : 0.45, study : 0.43, examines : 0.44, distribution : 0.57, ten : 0.62, professions : 0.62, including : 0.48, nurses : 0.34, midwives : 0.44, pharmacists : 0.46, general : 0.57, practitioners : 0.6, secondary : 0.6, analysis : 0.48, was : 0, utilized : 0.44, process : 0.54, information : 0.49, obtained : 0.38, from : 0, credible : 0.55, sources : 0.41, ensuring : 0.54, relevance : 0.42, accuracy : 0.41, challenge : 0.47, lies : 0.39, understanding : 0.66, disparities : 0.45, predicting : 0.74, future : 0.42, needs : 0.51, optimize : 0.55, hospital : 0.55, operations : 0.59, effectively : 0.45, employed : 0.44, create : 0.42, interactive : 0.41, dashboards : 0.41, simplifying : 0.49, interpretation : 0.57, enhancing : 0.67, decision : 0.56, making : 0.34, capabilities : 0.51, results : 0.41, indicate : 0.62, a : 0, continuous : 0.41, increase : 0.44, personnel : 0.68, over : 0.45, time : 0.39, with : 0.45, 2 : 0, 172 : 0, professionals : 0.59, recorded : 0.55, observed : 0.48, period : 0.67, provides : 0.49, insights : 0.48, into : 0.45, workload : 0.31, adequacy : 0.44, workers : 0.41, across : 0, regions : 0.46, research : 0.41, offers : 0.42, scalable : 0, solution : 0.31, projecting : 0.63, trends : 0.59, supports : 0.41, long : 0.45, term : 0.45 |
| 7. jasmani | 107 words | 0.71 | projection : 0.47, and : 0.49, visualization : 0.54, of : 0, health : 0.44, worker : 0, data : 0.6, in : 0, indonesia : 0.5, 2015 : 0, ndash : 0.56, 2017 : 0, using : 0.56, google : 0, looker : 0, studio : 0.54, during : 0.44, highlights : 0.41, the : 0, need : 0, for : 0, efficient : 0.34, workforce : 0, planning : 0.6, to : 0, address : 0.43, rising : 0.54, healthcare : 0.5, demands : 0.51, this : 0.46, study : 0.45, examines : 0.61, distribution : 0.32, ten : 0, professions : 0.46, including : 0.34, nurses : 0.44, midwives : 0.51, pharmacists : 0.65, general : 0.43, practitioners : 0.44, secondary : 0.48, analysis : 0.61, was : 0.65, utilized : 0.42, process : 0, information : 0.52, obtained : 0.49, from : 0.46, credible : 0.42, sources : 0.43, ensuring : 0.49, relevance : 0.5, accuracy : 0.51, challenge : 0.5, lies : 0.46, understanding : 0.5, disparities : 0.46, predicting : 0.33, future : 0, needs : 0.45, optimize : 0.35, hospital : 0.49, operations : 0.47, effectively : 0.41, employed : 0.42, create : 0.44, interactive : 0.46, dashboards : 0.58, simplifying : 0.56, interpretation : 0.44, enhancing : 0.59, decision : 0.43, making : 0.54, capabilities : 0.56, results : 0.43, indicate : 0.35, a : 0.71, continuous : 0.5, increase : 0.42, personnel : 0.5, over : 0, time : 0.46, with : 0, 2 : 0, 172 : 0, professionals : 0.44, recorded : 0, observed : 0.42, period : 0, provides : 0.42, insights : 0.51, into : 0, workload : 0.42, adequacy : 0.51, workers : 0, across : 0.54, regions : 0.43, research : 0.35, offers : 0, scalable : 0.49, solution : 0.49, projecting : 0.47, trends : 0.44, supports : 0.42, long : 0, term : 0.46 |
| 8. kesehatan | 107 words | 0.66 | projection : 0.54, and : 0, visualization : 0.58, of : 0, health : 0.58, worker : 0.52, data : 0.45, in : 0, indonesia : 0.48, 2015 : 0, ndash : 0.48, 2017 : 0, using : 0.44, google : 0.43, looker : 0.52, studio : 0.43, during : 0, highlights : 0.47, the : 0.46, need : 0.57, for : 0, efficient : 0.55, workforce : 0.41, planning : 0.49, to : 0, address : 0.5, rising : 0.43, healthcare : 0.62, demands : 0.5, this : 0.41, study : 0.44, examines : 0.52, distribution : 0.53, ten : 0.48, professions : 0.54, including : 0.41, nurses : 0.35, midwives : 0.41, pharmacists : 0.52, general : 0.59, practitioners : 0.52, secondary : 0.44, analysis : 0.32, was : 0.48, utilized : 0.41, process : 0.5, information : 0.54, obtained : 0.4, from : 0, credible : 0.41, sources : 0.5, ensuring : 0.57, relevance : 0.63, accuracy : 0.41, challenge : 0.5, lies : 0.57, understanding : 0.58, disparities : 0.54, predicting : 0.54, future : 0.43, needs : 0.53, optimize : 0, hospital : 0.46, operations : 0.61, effectively : 0.54, employed : 0.49, create : 0.58, interactive : 0.37, dashboards : 0.49, simplifying : 0.47, interpretation : 0.54, enhancing : 0.63, decision : 0.57, making : 0.43, capabilities : 0.42, results : 0.59, indicate : 0.49, a : 0, continuous : 0.47, increase : 0.49, personnel : 0.56, over : 0.45, time : 0.45, with : 0.45, 2 : 0, 172 : 0, professionals : 0.5, recorded : 0.49, observed : 0.46, period : 0.43, provides : 0.41, insights : 0.57, into : 0, workload : 0.49, adequacy : 0.49, workers : 0.5, across : 0.43, regions : 0.5, research : 0.66, offers : 0.52, scalable : 0.57, solution : 0.57, projecting : 0.54, trends : 0.52, supports : 0.49, long : 0, term : 0.45 |
| 9. rekreasi | 107 words | 0.73 | projection : 0.56, and : 0, visualization : 0.42, of : 0, health : 0.53, worker : 0.64, data : 0.46, in : 0, indonesia : 0.52, 2015 : 0, ndash : 0.55, 2017 : 0, using : 0, google : 0.43, looker : 0.51, studio : 0.43, during : 0.43, highlights : 0.32, the : 0.49, need : 0.58, for : 0.49, efficient : 0.46, workforce : 0.57, planning : 0.5, to : 0, address : 0.6, rising : 0.49, healthcare : 0.48, demands : 0.6, this : 0.46, study : 0, examines : 0.62, distribution : 0.43, ten : 0.49, professions : 0.62, including : 0.41, nurses : 0.51, midwives : 0.42, pharmacists : 0.45, general : 0.61, practitioners : 0.54, secondary : 0.49, analysis : 0.58, was : 0, utilized : 0.33, process : 0.6, information : 0.55, obtained : 0.42, from : 0.46, credible : 0.58, sources : 0.6, ensuring : 0.58, relevance : 0.72, accuracy : 0.5, challenge : 0.32, lies : 0.58, understanding : 0.54, disparities : 0.54, predicting : 0.56, future : 0.53, needs : 0.66, optimize : 0.33, hospital : 0.33, operations : 0.58, effectively : 0.55, employed : 0.5, create : 0.64, interactive : 0.54, dashboards : 0.39, simplifying : 0.41, interpretation : 0.67, enhancing : 0.57, decision : 0.58, making : 0.43, capabilities : 0.43, results : 0.68, indicate : 0.33, a : 0, continuous : 0.32, increase : 0.65, personnel : 0.48, over : 0.42, time : 0.46, with : 0, 2 : 0, 172 : 0, professionals : 0.57, recorded : 0.73, observed : 0.58, period : 0.36, provides : 0.54, insights : 0.42, into : 0, workload : 0.58, adequacy : 0.5, workers : 0.71, across : 0.53, regions : 0.68, research : 0.72, offers : 0.63, scalable : 0.33, solution : 0.42, projecting : 0.56, trends : 0.63, supports : 0.5, long : 0, term : 0.42 |
| 10. universitas | 107 words | 0.77 | projection : 0.42, and : 0.47, visualization : 0.58, of : 0, health : 0.51, worker : 0.34, data : 0, in : 0.56, indonesia : 0.68, 2015 : 0, ndash : 0.53, 2017 : 0, using : 0.56, google : 0.42, looker : 0.51, studio : 0.51, during : 0.59, highlights : 0.46, the : 0.47, need : 0.56, for : 0.47, efficient : 0.52, workforce : 0.3, planning : 0.48, to : 0, address : 0.56, rising : 0.51, healthcare : 0.46, demands : 0.46, this : 0.56, study : 0.43, examines : 0.54, distribution : 0.49, ten : 0.45, professions : 0.5, including : 0.52, nurses : 0.6, midwives : 0.56, pharmacists : 0.61, general : 0.56, practitioners : 0.51, secondary : 0.44, analysis : 0.54, was : 0.47, utilized : 0.58, process : 0.56, information : 0.59, obtained : 0.44, from : 0.45, credible : 0.44, sources : 0.56, ensuring : 0.65, relevance : 0.42, accuracy : 0.55, challenge : 0.4, lies : 0.67, understanding : 0.77, disparities : 0.64, predicting : 0.52, future : 0.48, needs : 0.62, optimize : 0.44, hospital : 0.54, operations : 0.48, effectively : 0.41, employed : 0.41, create : 0.48, interactive : 0.66, dashboards : 0.46, simplifying : 0.45, interpretation : 0.55, enhancing : 0.37, decision : 0.54, making : 0.34, capabilities : 0.44, results : 0.62, indicate : 0.63, a : 0, continuous : 0.52, increase : 0.6, personnel : 0.44, over : 0.67, time : 0.56, with : 0.45, 2 : 0, 172 : 0, professionals : 0.56, recorded : 0.48, observed : 0.54, period : 0.42, provides : 0.59, insights : 0.71, into : 0.39, workload : 0.48, adequacy : 0.44, workers : 0.46, across : 0.51, regions : 0.56, research : 0.44, offers : 0.59, scalable : 0.41, solution : 0.44, projecting : 0.42, trends : 0.59, supports : 0.54, long : 0.45, term : 0.56 |
| 11. rokania | 107 words | 0.63 | projection : 0.58, and : 0, visualization : 0.44, of : 0.55, health : 0.44, worker : 0.53, data : 0.46, in : 0, indonesia : 0.59, 2015 : 0, ndash : 0.45, 2017 : 0, using : 0.45, google : 0.44, looker : 0.54, studio : 0.44, during : 0.53, highlights : 0.41, the : 0, need : 0, for : 0.48, efficient : 0.34, workforce : 0.48, planning : 0.6, to : 0.55, address : 0, rising : 0.58, healthcare : 0.5, demands : 0.52, this : 0, study : 0, examines : 0.49, distribution : 0.32, ten : 0.49, professions : 0.57, including : 0.5, nurses : 0.44, midwives : 0.42, pharmacists : 0.48, general : 0.36, practitioners : 0.54, secondary : 0.48, analysis : 0.6, was : 0.49, utilized : 0.42, process : 0.52, information : 0.62, obtained : 0.61, from : 0.6, credible : 0.51, sources : 0.43, ensuring : 0.51, relevance : 0.63, accuracy : 0.51, challenge : 0.5, lies : 0, understanding : 0.5, disparities : 0.32, predicting : 0.47, future : 0, needs : 0, optimize : 0.51, hospital : 0.49, operations : 0.6, effectively : 0.41, employed : 0.42, create : 0.54, interactive : 0.52, dashboards : 0.47, simplifying : 0.41, interpretation : 0.45, enhancing : 0.48, decision : 0.35, making : 0.58, capabilities : 0.45, results : 0.49, indicate : 0.43, a : 0, continuous : 0.58, increase : 0.43, personnel : 0.59, over : 0.46, time : 0, with : 0, 2 : 0, 172 : 0, professionals : 0.63, recorded : 0.56, observed : 0.42, period : 0.54, provides : 0.6, insights : 0.51, into : 0.46, workload : 0.61, adequacy : 0.51, workers : 0.51, across : 0.54, regions : 0.56, research : 0.56, offers : 0.44, scalable : 0.51, solution : 0.49, projecting : 0.57, trends : 0.54, supports : 0.42, long : 0.6, term : 0.46 |
| 12. semester | 107 words | 0.67 | projection : 0.48, and : 0, visualization : 0.47, of : 0, health : 0.53, worker : 0.53, data : 0.46, in : 0, indonesia : 0.49, 2015 : 0, ndash : 0.44, 2017 : 0, using : 0.44, google : 0.43, looker : 0.53, studio : 0.49, during : 0, highlights : 0.41, the : 0.49, need : 0.58, for : 0, efficient : 0.57, workforce : 0.32, planning : 0, to : 0, address : 0.51, rising : 0.43, healthcare : 0.55, demands : 0.6, this : 0.46, study : 0.5, examines : 0.67, distribution : 0.54, ten : 0.49, professions : 0.48, including : 0, nurses : 0.63, midwives : 0.58, pharmacists : 0.45, general : 0.6, practitioners : 0.54, secondary : 0.66, analysis : 0.42, was : 0.49, utilized : 0.42, process : 0.51, information : 0.38, obtained : 0.33, from : 0.46, credible : 0.5, sources : 0.64, ensuring : 0.47, relevance : 0.57, accuracy : 0.42, challenge : 0.49, lies : 0.42, understanding : 0.44, disparities : 0.5, predicting : 0.48, future : 0.46, needs : 0.66, optimize : 0.47, hospital : 0.5, operations : 0.45, effectively : 0.62, employed : 0.58, create : 0.51, interactive : 0.45, dashboards : 0.48, simplifying : 0.53, interpretation : 0.47, enhancing : 0.41, decision : 0.5, making : 0.43, capabilities : 0.47, results : 0.52, indicate : 0.5, a : 0, continuous : 0.41, increase : 0.58, personnel : 0.46, over : 0.46, time : 0.42, with : 0.46, 2 : 0, 172 : 0, professionals : 0.42, recorded : 0.47, observed : 0.58, period : 0.43, provides : 0.5, insights : 0.47, into : 0.46, workload : 0, adequacy : 0.42, workers : 0.49, across : 0.43, regions : 0.51, research : 0.58, offers : 0.51, scalable : 0.55, solution : 0.55, projecting : 0.48, trends : 0.53, supports : 0.63, long : 0, term : 0.58 |
| 13. pendek | 107 words | 0.76 | projection : 0.56, and : 0.67, visualization : 0, of : 0, health : 0.44, worker : 0.39, data : 0, in : 0.56, indonesia : 0.61, 2015 : 0, ndash : 0.58, 2017 : 0, using : 0.46, google : 0.44, looker : 0.39, studio : 0.44, during : 0.44, highlights : 0, the : 0.5, need : 0.72, for : 0, efficient : 0.52, workforce : 0.43, planning : 0.58, to : 0, address : 0.54, rising : 0.44, healthcare : 0.42, demands : 0.64, this : 0, study : 0.46, examines : 0.63, distribution : 0.42, ten : 0.67, professions : 0.55, including : 0.52, nurses : 0.56, midwives : 0.53, pharmacists : 0.48, general : 0.64, practitioners : 0.47, secondary : 0.61, analysis : 0.43, was : 0, utilized : 0.43, process : 0.59, information : 0.42, obtained : 0.53, from : 0, credible : 0.63, sources : 0.44, ensuring : 0.53, relevance : 0.52, accuracy : 0, challenge : 0.43, lies : 0.47, understanding : 0.41, disparities : 0.34, predicting : 0.64, future : 0.44, needs : 0.66, optimize : 0.53, hospital : 0.43, operations : 0.51, effectively : 0.51, employed : 0.51, create : 0.56, interactive : 0.34, dashboards : 0.42, simplifying : 0.42, interpretation : 0.57, enhancing : 0.52, decision : 0.36, making : 0.44, capabilities : 0.42, results : 0.44, indicate : 0.63, a : 0, continuous : 0.42, increase : 0.51, personnel : 0.76, over : 0.47, time : 0.47, with : 0, 2 : 0, 172 : 0, professionals : 0.55, recorded : 0.63, observed : 0.53, period : 0.73, provides : 0.66, insights : 0.43, into : 0.47, workload : 0.43, adequacy : 0.36, workers : 0.37, across : 0, regions : 0.44, research : 0.53, offers : 0.44, scalable : 0.43, solution : 0, projecting : 0.56, trends : 0.67, supports : 0.43, long : 0.47, term : 0.47 |
| 14. tahun | 107 words | 0.73 | projection : 0, and : 0.51, visualization : 0.35, of : 0, health : 0.41, worker : 0, data : 0.48, in : 0, indonesia : 0.44, 2015 : 0, ndash : 0.47, 2017 : 0, using : 0.47, google : 0, looker : 0, studio : 0.58, during : 0.58, highlights : 0.43, the : 0.72, need : 0, for : 0, efficient : 0.44, workforce : 0, planning : 0.55, to : 0.61, address : 0.45, rising : 0.46, healthcare : 0.52, demands : 0.56, this : 0.67, study : 0.6, examines : 0.55, distribution : 0.52, ten : 0.56, professions : 0, including : 0.37, nurses : 0.46, midwives : 0, pharmacists : 0.36, general : 0.45, practitioners : 0.5, secondary : 0.44, analysis : 0.55, was : 0.51, utilized : 0.38, process : 0, information : 0.43, obtained : 0.66, from : 0, credible : 0, sources : 0.45, ensuring : 0.38, relevance : 0.44, accuracy : 0.55, challenge : 0.53, lies : 0, understanding : 0.52, disparities : 0.43, predicting : 0.43, future : 0.41, needs : 0, optimize : 0.44, hospital : 0.44, operations : 0.53, effectively : 0, employed : 0, create : 0.46, interactive : 0.46, dashboards : 0.53, simplifying : 0, interpretation : 0.35, enhancing : 0.53, decision : 0.44, making : 0.58, capabilities : 0.43, results : 0.45, indicate : 0.44, a : 0.73, continuous : 0.47, increase : 0.44, personnel : 0.44, over : 0, time : 0.54, with : 0.48, 2 : 0, 172 : 0, professionals : 0.43, recorded : 0, observed : 0, period : 0, provides : 0, insights : 0.38, into : 0, workload : 0, adequacy : 0.55, workers : 0, across : 0.46, regions : 0.45, research : 0.44, offers : 0, scalable : 0.44, solution : 0.55, projecting : 0.43, trends : 0.62, supports : 0.44, long : 0, term : 0.54 |
| 15. akademik | 107 words | 0.74 | projection : 0.48, and : 0.67, visualization : 0.3, of : 0, health : 0.36, worker : 0.53, data : 0.6, in : 0, indonesia : 0.57, 2015 : 0, ndash : 0.38, 2017 : 0, using : 0, google : 0.43, looker : 0.53, studio : 0.53, during : 0.53, highlights : 0.41, the : 0.49, need : 0.42, for : 0, efficient : 0.32, workforce : 0.41, planning : 0.5, to : 0, address : 0.64, rising : 0.43, healthcare : 0.32, demands : 0.52, this : 0, study : 0.44, examines : 0.54, distribution : 0.47, ten : 0.49, professions : 0.48, including : 0.49, nurses : 0.43, midwives : 0.47, pharmacists : 0.54, general : 0.35, practitioners : 0.47, secondary : 0.32, analysis : 0.63, was : 0.49, utilized : 0.33, process : 0.42, information : 0.44, obtained : 0.47, from : 0.46, credible : 0.47, sources : 0.42, ensuring : 0.42, relevance : 0.32, accuracy : 0.55, challenge : 0.49, lies : 0.46, understanding : 0.48, disparities : 0.44, predicting : 0.45, future : 0.43, needs : 0.38, optimize : 0.47, hospital : 0.42, operations : 0.45, effectively : 0.48, employed : 0.42, create : 0.36, interactive : 0.44, dashboards : 0.45, simplifying : 0.48, interpretation : 0.3, enhancing : 0.49, decision : 0.58, making : 0.63, capabilities : 0.54, results : 0.42, indicate : 0.5, a : 0.74, continuous : 0.41, increase : 0.33, personnel : 0.41, over : 0.46, time : 0.42, with : 0, 2 : 0, 172 : 0, professionals : 0.47, recorded : 0.33, observed : 0.42, period : 0.46, provides : 0.42, insights : 0.42, into : 0, workload : 0.42, adequacy : 0.59, workers : 0.51, across : 0.49, regions : 0.51, research : 0.33, offers : 0.43, scalable : 0.58, solution : 0.42, projecting : 0.48, trends : 0.36, supports : 0, long : 0, term : 0.58 |
| 16. 2023 | 107 words | 0.78 | projection : 0, and : 0, visualization : 0, of : 0, health : 0, worker : 0, data : 0, in : 0, indonesia : 0, 2015 : 0.73, ndash : 0, 2017 : 0.73, using : 0, google : 0, looker : 0, studio : 0, during : 0, highlights : 0, the : 0, need : 0, for : 0, efficient : 0, workforce : 0, planning : 0, to : 0, address : 0, rising : 0, healthcare : 0, demands : 0, this : 0, study : 0, examines : 0, distribution : 0, ten : 0, professions : 0, including : 0, nurses : 0, midwives : 0, pharmacists : 0, general : 0, practitioners : 0, secondary : 0, analysis : 0, was : 0, utilized : 0, process : 0, information : 0, obtained : 0, from : 0, credible : 0, sources : 0, ensuring : 0, relevance : 0, accuracy : 0, challenge : 0, lies : 0, understanding : 0, disparities : 0, predicting : 0, future : 0, needs : 0, optimize : 0, hospital : 0, operations : 0, effectively : 0, employed : 0, create : 0, interactive : 0, dashboards : 0, simplifying : 0, interpretation : 0, enhancing : 0, decision : 0, making : 0, capabilities : 0, results : 0, indicate : 0, a : 0, continuous : 0, increase : 0, personnel : 0, over : 0, time : 0, with : 0, 2 : 0.78, 172 : 0.53, professionals : 0, recorded : 0, observed : 0, period : 0, provides : 0, insights : 0, into : 0, workload : 0, adequacy : 0, workers : 0, across : 0, regions : 0, research : 0, offers : 0, scalable : 0, solution : 0, projecting : 0, trends : 0, supports : 0, long : 0, term : 0 |
| 17. 2024 | 107 words | 0.78 | projection : 0, and : 0, visualization : 0, of : 0, health : 0, worker : 0, data : 0, in : 0, indonesia : 0, 2015 : 0.73, ndash : 0, 2017 : 0.73, using : 0, google : 0, looker : 0, studio : 0, during : 0, highlights : 0, the : 0, need : 0, for : 0, efficient : 0, workforce : 0, planning : 0, to : 0, address : 0, rising : 0, healthcare : 0, demands : 0, this : 0, study : 0, examines : 0, distribution : 0, ten : 0, professions : 0, including : 0, nurses : 0, midwives : 0, pharmacists : 0, general : 0, practitioners : 0, secondary : 0, analysis : 0, was : 0, utilized : 0, process : 0, information : 0, obtained : 0, from : 0, credible : 0, sources : 0, ensuring : 0, relevance : 0, accuracy : 0, challenge : 0, lies : 0, understanding : 0, disparities : 0, predicting : 0, future : 0, needs : 0, optimize : 0, hospital : 0, operations : 0, effectively : 0, employed : 0, create : 0, interactive : 0, dashboards : 0, simplifying : 0, interpretation : 0, enhancing : 0, decision : 0, making : 0, capabilities : 0, results : 0, indicate : 0, a : 0, continuous : 0, increase : 0, personnel : 0, over : 0, time : 0, with : 0, 2 : 0.78, 172 : 0.53, professionals : 0, recorded : 0, observed : 0, period : 0, provides : 0, insights : 0, into : 0, workload : 0, adequacy : 0, workers : 0, across : 0, regions : 0, research : 0, offers : 0, scalable : 0, solution : 0, projecting : 0, trends : 0, supports : 0, long : 0, term : 0 |
| 18. subtitlestatus | 107 words | 0.68 | projection : 0.34, and : 0, visualization : 0.49, of : 0, health : 0.46, worker : 0.41, data : 0.44, in : 0.52, indonesia : 0.45, 2015 : 0, ndash : 0.42, 2017 : 0, using : 0.49, google : 0.49, looker : 0.49, studio : 0.61, during : 0.49, highlights : 0.44, the : 0.6, need : 0.44, for : 0, efficient : 0.35, workforce : 0.39, planning : 0.3, to : 0.52, address : 0.44, rising : 0.33, healthcare : 0.48, demands : 0.31, this : 0.49, study : 0.54, examines : 0.53, distribution : 0.5, ten : 0.6, professions : 0.47, including : 0.35, nurses : 0.57, midwives : 0.53, pharmacists : 0.54, general : 0.38, practitioners : 0.58, secondary : 0.56, analysis : 0.47, was : 0.47, utilized : 0.66, process : 0.44, information : 0.33, obtained : 0.6, from : 0, credible : 0.47, sources : 0.66, ensuring : 0.53, relevance : 0.4, accuracy : 0.46, challenge : 0.46, lies : 0.64, understanding : 0.46, disparities : 0.49, predicting : 0.39, future : 0.57, needs : 0.35, optimize : 0.53, hospital : 0.53, operations : 0.45, effectively : 0.38, employed : 0.46, create : 0.33, interactive : 0.44, dashboards : 0.48, simplifying : 0.55, interpretation : 0.45, enhancing : 0.39, decision : 0.42, making : 0.41, capabilities : 0.56, results : 0.65, indicate : 0.43, a : 0, continuous : 0.45, increase : 0.43, personnel : 0.35, over : 0.44, time : 0.65, with : 0.38, 2 : 0, 172 : 0, professionals : 0.54, recorded : 0.4, observed : 0.42, period : 0.33, provides : 0.53, insights : 0.47, into : 0.38, workload : 0.46, adequacy : 0.42, workers : 0.31, across : 0.49, regions : 0.44, research : 0.42, offers : 0.33, scalable : 0.57, solution : 0.57, projecting : 0.34, trends : 0.4, supports : 0.68, long : 0.44, term : 0.55 |