#ramplife1.5M posts
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23,787
Day 1 of pretending to be a Data Scientist after lying about 15 years of experience in the interview. They asked me to check the data lake, do data analysis, and share insights. I was busy trying to understand what a data lake actually is. This is what happens when you fake your resume, exaggerate your data science experience, and reality hits on the first day at work. Corporate IT life, tech jobs, data scientist interviews, and office humor in one video. If you’re really interested in the data science field, you should checkout these guys!! If you work in IT, software, data science, analytics, or tech, you’ll understand this pain.
8,694
Do you agree? Share this with a job hunting data scientist. #data #student #tech
10,260
You definitely do not need a PhD to work in data science. If anything, it can create a negative bias against you and I encourage my coaching clients to downplay this on their resume.
12,657
The most important part of getting a data science job is to network and build a production ready project! Comment “GitHub” to get 50+ projects ideas for your data portfolio. #data #students #job
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Trying to land your first data analyst job? Watch this. #dataanalytics #dataanalyst #dataanalysis #dataanalystjob
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I do not think the biggest difference between a junior data scientist and a data scientist is technical. After four years working in the corporate world, what I saw over and over was this shift from execution to responsibility. Early on, your job is to do the work well. Later, your job becomes questioning the work itself.
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Beginner data analyst mistake pt 1: learning too many tools. #dataanalytics #dataanalyst #dataanalysis #breakintotech #dataanalystbeginner
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Watch this til the end if you want to land a $150k data job! Comment “github” and I ll send you 50+ data projects ideas with data for your portfolio. #data #students #job
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Watch this til’ the end if you want to land a $150k data science job! Comment “GitHub” to get 50+ projects ideas for your data portfolio. #data #students #job
Top Creators
Most active in #data-charting
Semantic Clustering
Reels Graph Intelligence.
Advanced mapping of high-affinity Instagram Reels semantic patterns identified within the #data-charting ecosystem.
Global DensityHigh Velocity
Affinity Score
99%
#data analyst working with charts
High Reach
Affinity Score
93%
#python data analysis notebook charts
Strategic
Affinity Score
94%
#bts chart data
Niche Entry
Affinity Score
89%
#chart data
High Reach
Affinity Score
88%
#chart data drake
Strategic
Affinity Score
88%
#types of data visualization charts
Niche Entry
Affinity Score
86%
#data analyst working with charts on screen
High Reach
Affinity Score
81%
#data analyst chart creation tips
Strategic
Affinity Score
83%
#excel spreadsheet data analysis charts
Niche Entry
Affinity Score
77%
#link excel data to powerpoint chart
High Reach
Affinity Score
75%
#bts chart data app
Strategic
Affinity Score
74%
#data analytics dashboard charts graphs laptop screen
Niche Entry
Strategic Implementation
Our semantic engine has identified these specific pattern clusters as high-affinity matches for #data-charting. Integrated usage of #data-charting with strategic Reels tags like #data analyst working with charts and #python data analysis notebook charts is statistically linked to a significant increase in initial Reels discovery velocity.
In-Depth Hashtag Analysis: #data-charting
Expert Review • June 5, 2026 • Based on 12 Reels
Executive Overview
#data-charting is an actively used Instagram hashtag. Across the 12 trending reels analyzed on this page, the content has accumulated a combined total of 630,752 views— demonstrating healthy engagement activity within this content vertical. The top creator ecosystem features 6 notable accounts, led by @liljehu_ with 489,241 total views. The hashtag's semantic network includes 100 related keywords such as #data analyst working with charts, #python data analysis notebook charts, #bts chart data, indicating its position within a broader content cluster.
Avg. Views / Reel
52,563
630,752 totalViral Ceiling
489,241
Best Performing ReelUnique Creators
6
12 reels analyzedViewership & Reach Analysis
The 12 reels in this dataset have generated a combined 630,752 views, translating to an average of 52,563 views per reel. This strong average viewership suggests healthy algorithmic distribution. Reels using this hashtag are reliably reaching audiences interested in this niche.
Top Performing Reel
The highest-performing reel in this dataset received 489,241 views. This viral outlier performance is 931% of the average reel performance in this set. This significant gap between the top performer and the average highlights the "viral lottery" nature of this hashtag — breakout hits can achieve massive scale.
Content Overview & Top Creators
The #data-charting ecosystem is dominated by short-form video content (Reels), aligning with Instagram's algorithmic preference for video-first distribution. There are 6 distinct accounts contributing to the trending feed. The top creator, @liljehu_, has contributed 1 reel with a total viewership of 489,241. The top three creators — @liljehu_, @penelope_builds, and @ajit.thatitguy — together account for 98.1% of the total views in this dataset. The semantic network of #data-charting extends across 100 related hashtags, including #data analyst working with charts, #python data analysis notebook charts, #bts chart data, #chart data. Creators often use these tags together to reach overlapping audiences.
Discoverability & Reach Potential
The discoverability metrics for #data-charting indicate an active content ecosystem. The average of 52,563 views per reel demonstrates consistent audience reach. For creators using #data-charting, posting consistently with trending audio and relevant angles will help you get noticed.
Analyst Verdict
#data-charting demonstrates the hallmarks of a steadily growing Instagram hashtag. With an average of 52,563 views per reel, the viewership metrics position this hashtag as a reliable reach driver. Creators like @liljehu_ and @penelope_builds are leading the charge, setting viewership benchmarks for the community.
Frequently Asked Questions
Everything about #data-charting on Instagram
Live Intelligence
Global Reels Trends
Explore high-velocity Instagram Reels hashtags currently shaping global discovery.
Frequently Asked Questions
How popular is the #data charting hashtag?
Currently, #data charting has over — public posts on Instagram. It is a highly active community focus area for creators and brands.
Can I download reels from #data charting anonymously?
Yes, Pikory allows you to view and download public reels tagged with #data charting without an account and without notifying the content creators.
What are the most related tags to #data charting?
Based on our semantic analysis, tags like #vertical bar chart data visualization, #data analyst chart creation tips, #data analyst working with dashboard charts laptop are frequently used alongside #data charting.